diff --git a/.circleci/config.yml b/.circleci/config.yml
index 394627bc..1045e671 100644
--- a/.circleci/config.yml
+++ b/.circleci/config.yml
@@ -1,7 +1,7 @@
 version: 2.1
 
 orbs:
-  localstack: localstack/platform@1.0
+  localstack: localstack/platform@2.1
 
 commands:
   store_jacoco_site:
diff --git a/docs/Introduction.adoc b/docs/Introduction.adoc
index dcb95468..d95ba3a0 100644
--- a/docs/Introduction.adoc
+++ b/docs/Introduction.adoc
@@ -1,8 +1,176 @@
 = Introduction
+include::variables.adoc[]
 
-QQQ is ...
+QQQ is a Low-code Application Framework for Engineers.
+Its purpose is to provide the basic structural elements of an application - things that every application needs - so that the engineers building an application on top of QQQ don't need to worry about those pieces, and can instead focus on the unique needs of the application that they are building.
 
-- Framework
-- Declarative
-- Easy thing easy; Hard thing possible
-- Customizable
+== What makes QQQ special?
+
+The scope of what QQQ provides is far-reaching, and most likely goes beyond what you may initially be thinking.
+That is to say, QQQ includes code all the way from the backend of an application, through its middleware layer, and including its frontend.
+For example, a common set of modules deployed in a QQQ application will provide:
+
+* Backend RDBMS/Database connectivity and access.
+* Frontend web UI (e.g., a React application)
+* A java web server acting as middleware between the frontend web UI and the backend
+
+That is to say - as an engineer deploying a QQQ application - you do not need to write a single line of code that is concerned with any of those things.
+
+* You do not need to write code to connect to your database.
+* You do not write any web UI code.
+* You do not write any middleware code to tie together the frontend and backend.
+
+Instead, QQQ includes *all* of these pieces.
+QQQ knows how to connect to databases (and actually, several other kinds of backend systems - but ignore that for now).
+Plus it knows how to do most of what an application needs to do with a database (single-record lookups, complex queries, joins, aggregates, bulk inserts, updates, deletes).
+QQQ also knows how to present the data from a database - in table views, or single-record views, or exports, or reports or widgets.
+And it knows how to present a powerful ad-hoc query interface to users, and how to show screens where users can create, update, and delete records.
+It also provides the connective tissue (middleware) between those backend layers where data is stored, and frontend layers were users interact with data.
+
+== What makes your application special?
+
+I've said a lot about what does QQQ knows - but let's dig a little deeper.
+What does QQQ know, and what does it not know?
+Well - what it doesn't know is, it doesn't know the special or unique aspects of the application that you are building.
+
+So, what makes your application unique?
+
+Is your application unique because it needs to have screens where users can search for records in a table?
+
+No!
+
+QQQ assumes (as does the author of this document) that all applications (at least of the nature that QQQ supports) need what we call Query Screens.
+So QQQ gives you a Query Screen for all of your tables - with zero code from you.
+
+Is your application unique because you want users to be able to view, create, edit, and delete records from tables?
+
+No!
+
+QQQ assumes that all applications need these basic https://en.wikipedia.org/wiki/Create,_read,_update_and_delete[CRUD] capabilities.
+So QQQ provides all of these UI screens - for view, create, edit, delete - along with the supporting middleware and backend code - all the way down to the SQL that selects & manages the data.
+You get it all for free - zero code.
+
+Is your application unique because you have a `fiz_bar` table, with 47 columns, and a `whoz_zat` table, with 42 columns of its own, that joins to `fiz_bar` on the `zizzy_ziz_id` field?
+
+Yes!
+
+OK - we found some of it - what makes your application unique is the data that you're working with.
+Your tables - their fields - the connection info for your database.
+QQQ doesn't know those details.
+So - that's your first job as a QQQ application engineer - to describe your data to QQQ.
+
+For the example above - you need to tell QQQ that you have a `fiz_bar` table, and that you have a `whoz_zat` table - and you need to tell QQQ what the fields or columns in thsoe tables are.
+You can even tell QQQ how to join those tables (on that `zizzy_ziz_id` field).
+And then that's it.
+Once QQQ has this {link-table} meta data, it can then provide its Query screens, and full CRUD screens to your tables, in your database, with your fields.
+
+And at the risk of repeating myself - you can do this (get a full Query & CRUD application) with zero lines of actual procedural code.
+You only need to supply meta-data (which, at the time of this writing, is done in Java, but it's just creating objects - and in the future could be done in YAML files, for example).
+
+== Beyond Basics
+Going beyond the basic wiring as described above, QQQ also provides some of the more advanced elements needed in a modern data-driven web application, including:
+
+* Authentication & Authorization
+* ad-hoc Query engine for access to data tables
+* Full CRUD (Create, Read, Update, Delete) capabilities
+* Multistep custom workflows ("Processes" in QQQ parlance)
+* Scheduled jobs
+* Enterprise Service Bus
+
+So what do we mean by all of this?
+We said that basically every application needs, for example, Authentication & Authorization.
+Login screens.
+User & Role tables.
+Permissions.
+So, when it's time for you to build a new application for your _Big Tall Floor Lamp_ manufacturing business, do you need to start by writing a login screen?
+And a Permissions scheme?
+And throwing HTTP 401 errors?
+And managing user-role relationships?
+And then having a bug in the check permission logic on the _Light Bulb Inventory Edit_ screen, so Jim is always keying in bad quantities, even though he isn't supposed to have permission there?
+
+No!
+
+All of the (really important, even though application developers hate doing it) aspects of security - you don't need to write ANY code for dealing with that.
+Just tell QQQ what Authentication provider you want to use (e.g., https://auth0.com/[Auth0]), and - to paraphrase the old https://www.youtube.com/watch?v=YHzM4avGrKI[iMac ad] - there's no step 2.
+QQQ just does it.
+
+''''
+
+QQQ can provide this type of application using a variety and/or combination of backend data storage types.
+And, whichever type of backend is used, QQQ gives a common interface (both user-facing and programmer-facing).
+Backend types include:
+
+* Relational Databases (RDBMS)
+* File Systems
+* Web APIs
+* NoSQL/Document Databases (_Future_)
+
+In addition, out-of-the-box, QQQ also goes beyond these basics, delivering:
+
+* Bulk versions of all CRUD operations.
+* Automatically generated JSON APIs.
+* Auditing of data changes.
+* End-user (e.g., non-engineer) customization via dynamic scripting capabilities
+
+#todo say much more#
+
+== QQQ Architecture
+
+Like a house!
+
+== Developing a QQQ Application
+In developing an application with QQQ, engineers will generally have to define two types of code:
+
+. *Meta Data* - This is the code that you use to tell QQQ the shape of your application - your unique Tables, Processes, Apps, Reports, Widgets, etc.
+In general, this code is 100% declarative in nature (as opposed to procedural or functional).
+That is to say - it has no logic.
+It is just a definition of what exists - but it has no instructions, algorithms, or business logic.
+
+* _In a future version of QQQ, we anticipate being able to define meta-data in a format such as YAML or JSON, or to even load it from a relational or document database.
+This speaks to the fact that this "code" is not executable code - but rather is a simple declaration of (meta) data._
+* A key function of QQQ then is to drive all of its layers of functionality - frontend UIs, middleware, and core backend actions (e.g., ORM operations) - based on this meta-data.
+** For example:
+... You define the meta-data for a table in your application - including its fields and their data types, as well as what backend system the table exists within.
+... Then, the QQQ Frontend Material Dashboard UI's Query Screen loads that table's meta-data, and uses it to control the screen that is presented.  Including:
+**** The data grid shown on the screen will have columns for each field in the table.
+**** The Filter button in the Query Screen will present a menu listing all fields from the table for the user to build ad-hoc queries against the table.
+The data-types specified for the fields (in the meta-data) dictate what operators QQQ allows the user to use against fields (e.g., Strings offer "contains" vs Numbers offer "greater than").
+**** Values for records from the table will be formatted for presentation based on the meta-data (such as a numeric field being shown with commas if it represents a quantity, or formatted as currency).
+...
+
+[start=2]
+. *Meta Data* - declarative code - java object instances (potentially which could be read from `.yaml` files or other data sources in a future version of QQQ), which tell QQQ about the backend systems, tables, processes, reports, widgets, etc, that make up the application.
+For example:
+* Details about the database you are using, and how to connect to it.
+* A database table's name, fields, their types, its keys, and basic business rules (required fields, read-only fields, field lengths).
+* The description of web API - its URL and authentication mechanism.
+* A table/path within a web API, and the fields returned in the JSON at that endpoint.
+* The specification of a custom workflow (process), including what screens are needed, with input & output values, and references to the custom application code for processing the data.
+* Details about a chart that summarizes data from a table for presentation as a dashboard widget.
+// the section below is kinda dumb.  like, it says you have to write application code, but
+// then it just talks about how your app code gets for-free the same shit that QQQ does.
+// it should instead say more about what your custom app code is or does.
+// 2. *Application code* - to customize beyond what the framework does out-of-the box, and to provide application-specific business-logic.
+// QQQ provides its programmers the same classes that it internally uses for record access, resulting in a unified application model.
+// For example:
+// * The same record-security model that is enforced for ad-hoc user queries through the frontend is applied to custom application code.
+// ** So if your table has a security key defined, which says that users can only see Order records that are associated with the user's assigned Store, then QQQ's order Query Screen will enforce that rule.
+// ** And at the same time - any custom processes ran by a user will have the same security applied to any queries that they run against the Order table.
+// ** And any custom dashboard widgets - will only include data that the user is allowed to see.
+// * Record audits are performed in custom code the same as they are in framework-driven actions.
+// ** So if a custom process edits a record, details of the changed fields show up in the record's audit, the same as if the record was edited using the standard QQQ edit action.
+// * Changed records are sent through the ESB automatically regardless of whether they are updated by custom application code or standard framework code.
+// ** Meaning record automations are triggered regardless of how a record is created or edited - without you, as an application engineering, needing to send records through the bus.
+// * The multi-threaded, paged producer/consumer pattern used in standard framework actions is how all custom application actions are also invoked.
+// ** For example, the standard QQQ Bulk Edit action uses the same streamed-ETL process that custom application processes can use.
+// Meaning your custom processes can take full advantage of the same complex frontend, middleware, and backend structural pieces, and you can just focus on your unique busines logic needs.
+2. *Application code* - to customize beyond what the QQQ framework does out-of-the box, and to provide application-specific business-logic.
+QQQ provides its programmers the same classes that it internally uses for record access, resulting in a unified application model.
+For example:
+
+== Lifecycle?
+* define meta data
+** enrichment
+** validation
+* start application
+* for dev - hotSwap
diff --git a/docs/Reports.pdf b/docs/Reports.pdf
deleted file mode 100644
index 7e448538..00000000
--- a/docs/Reports.pdf
+++ /dev/null
@@ -1,2104 +0,0 @@
-%PDF-1.4
-%����
-1 0 obj
-<< /Title (QQQ Reports)
-/Creator (Asciidoctor PDF 2.3.3, based on Prawn 2.4.0)
-/Producer (Asciidoctor PDF 2.3.3, based on Prawn 2.4.0)
-/ModDate (D:20221103085718-05'00')
-/CreationDate (D:20221103085721-05'00')
->>
-endobj
-2 0 obj
-<< /Type /Catalog
-/Pages 3 0 R
-/Names 12 0 R
-/Outlines 18 0 R
-/PageLabels 21 0 R
-/PageMode /UseOutlines
-/OpenAction [7 0 R /FitH 841.89]
-/ViewerPreferences << /DisplayDocTitle true
->>
->>
-endobj
-3 0 obj
-<< /Type /Pages
-/Count 1
-/Kids [7 0 R]
->>
-endobj
-4 0 obj
-<< /Length 2
->>
-stream
-q
-
-endstream
-endobj
-5 0 obj
-<< /Type /Page
-/Parent 3 0 R
-/MediaBox [0 0 595.28 841.89]
-/CropBox [0 0 595.28 841.89]
-/BleedBox [0 0 595.28 841.89]
-/TrimBox [0 0 595.28 841.89]
-/ArtBox [0 0 595.28 841.89]
-/Contents 4 0 R
-/Resources << /ProcSet [/PDF /Text /ImageB /ImageC /ImageI]
->>
->>
-endobj
-6 0 obj
-<< /Length 17799
->>
-stream
-q
-/DeviceRGB cs
-0.2 0.2 0.2 scn
-/DeviceRGB CS
-0.2 0.2 0.2 SCN
-
-BT
-208.9855 777.054 Td
-/F2.0 27 Tf
-<515151205265706f727473> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.64137 Tw
-
-BT
-48.24 743.55743 Td
-/F1.0 13 Tf
-[<5151512063616e2067656e6572> 20.01953 <617465207265706f727473206261736564206f6e20>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.25882 0.5451 0.79216 scn
-0.25882 0.5451 0.79216 SCN
-
-0.64137 Tw
-
-BT
-274.36198 743.55743 Td
-/F1.0 13 Tf
-[<5151512054> 29.78516 <61626c6573>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.64137 Tw
-
-BT
-347.00014 743.55743 Td
-/F1.0 13 Tf
-<20646566696e65642077697468696e20612051515120496e7374616e63652e> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-2.46577 Tw
-
-BT
-48.24 724.02029 Td
-/F1.0 13 Tf
-[<55736572732063616e2072756e207265706f7274732c2070726f766964696e6720696e7075742076616c7565732e20416c7465726e61746976656c79> 89.84375 <2c206170706c69636174696f6e20636f6465>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-48.24 704.48314 Td
-/F1.0 13 Tf
-<63616e2072756e207265706f727473206173206e65656465642c20737570706c79696e6720696e7075742076616c7565732e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-48.24 659.46257 Td
-/F2.0 22 Tf
-<5265706f7274204d6574612044617461> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-1.05195 Tw
-
-BT
-48.24 630.27457 Td
-/F1.0 10.5 Tf
-[<5265706f7274732061726520646566696e656420696e20612051515120496e7374616e63652062> 20.01953 <7920646566696e696e67206120>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-1.05195 Tw
-
-BT
-320.67126 630.27457 Td
-/F4.0 10.5 Tf
-<515265706f72744d65746144617461> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-1.05195 Tw
-
-BT
-399.42126 630.27457 Td
-/F1.0 10.5 Tf
-<206f626a6563742c20776869636820636f6e7369737473206f6620746865> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-48.24 614.49457 Td
-/F1.0 10.5 Tf
-<666f6c6c6f77696e672070726f706572746965733a> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-56.8805 586.71457 Td
-/F1.0 10.5 Tf
-<a5> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-BT
-66.24 586.71457 Td
-ET
-
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-BT
-66.24 586.71457 Td
-/F3.0 10.5 Tf
-<6e616d65> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-87.24 586.71457 Td
-/F1.0 10.5 Tf
-<202d20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-95.934 586.71457 Td
-/F2.0 10.5 Tf
-<537472696e672c205265717569726564> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-183.3255 586.71457 Td
-/F1.0 10.5 Tf
-<202d20556e69717565206e616d6520666f7220746865207265706f72742077697468696e207468652051515120496e7374616e63652e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-56.8805 564.93457 Td
-/F1.0 10.5 Tf
-<a5> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-0.32793 Tw
-
-BT
-66.24 564.93457 Td
-ET
-
-
-0.0 Tw
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-0.32793 Tw
-
-BT
-66.24 564.93457 Td
-/F3.0 10.5 Tf
-<6c6162656c> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.32793 Tw
-
-BT
-92.49 564.93457 Td
-/F1.0 10.5 Tf
-<202d20> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.32793 Tw
-
-BT
-101.83987 564.93457 Td
-/F2.0 10.5 Tf
-<537472696e67> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.32793 Tw
-
-BT
-134.27437 564.93457 Td
-/F1.0 10.5 Tf
-<202d20557365722d666163696e67206c6162656c20666f7220746865207265706f72742c2070726573656e74656420696e205573657220496e74657266616365732e20496e6665727265642066726f6d20> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-0.32793 Tw
-
-BT
-526.04 564.93457 Td
-/F3.0 10.5 Tf
-<6e616d65> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.32793 Tw
-
-BT
-547.04 564.93457 Td
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-BT
-66.24 549.15457 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-66.24 549.15457 Td
-/F1.0 10.5 Tf
-<6966206e6f74207365742e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-56.8805 527.37457 Td
-/F1.0 10.5 Tf
-<a5> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-BT
-66.24 527.37457 Td
-ET
-
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-BT
-66.24 527.37457 Td
-/F3.0 10.5 Tf
-<70726f636573734e616d65> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-123.99 527.37457 Td
-/F1.0 10.5 Tf
-<202d20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-132.684 527.37457 Td
-/F2.0 10.5 Tf
-<537472696e67> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-165.1185 527.37457 Td
-/F1.0 10.5 Tf
-<202d204e616d65206f66206120> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.25882 0.5451 0.79216 scn
-0.25882 0.5451 0.79216 SCN
-
-BT
-227.247 527.37457 Td
-/F1.0 10.5 Tf
-<5151512050726f63657373> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-290.94 527.37457 Td
-/F1.0 10.5 Tf
-<207573656420746f2072756e20746865207265706f727420696e2061205573657220496e746572666163652e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-56.8805 505.59457 Td
-/F1.0 10.5 Tf
-<a5> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-BT
-66.24 505.59457 Td
-ET
-
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-BT
-66.24 505.59457 Td
-/F3.0 10.5 Tf
-<696e7075744669656c6473> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-123.99 505.59457 Td
-/F1.0 10.5 Tf
-<202d20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-132.684 505.59457 Td
-/F2.0 10.5 Tf
-<4c697374206f6620514669656c644d65746144617461> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-255.0825 505.59457 Td
-/F1.0 10.5 Tf
-<202d204f7074696f6e616c206c697374206f66206669656c6473207573656420617320696e70757420746f20746865207265706f72742e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-74.954 483.81457 Td
-/F1.1 10.5 Tf
-<21> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-1.13019 Tw
-
-BT
-84.24 483.81457 Td
-ET
-
-
-0.0 Tw
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-1.13019 Tw
-
-BT
-84.24 483.81457 Td
-/F1.0 10.5 Tf
-<5468652076616c75657320696e207468657365206669656c64732063616e206265207573656420766961207468652073796e74617820> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-1.13019 Tw
-
-BT
-358.98306 483.81457 Td
-/F3.0 10.5 Tf
-<247b696e7075742e4e414d457d> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-1.13019 Tw
-
-BT
-427.23306 483.81457 Td
-/F1.0 10.5 Tf
-<2c20776865726520> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-1.13019 Tw
-
-BT
-469.43544 483.81457 Td
-/F3.0 10.5 Tf
-<4e414d45> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-1.13019 Tw
-
-BT
-490.43544 483.81457 Td
-/F1.0 10.5 Tf
-<2069732074686520> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-1.13019 Tw
-
-BT
-526.04 483.81457 Td
-/F3.0 10.5 Tf
-<6e616d65> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-1.13019 Tw
-
-BT
-547.04 483.81457 Td
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-BT
-84.24 468.03457 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-84.24 468.03457 Td
-/F1.0 10.5 Tf
-<617474726962757465206f662074686520> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-BT
-162.297 468.03457 Td
-/F3.0 10.5 Tf
-<696e7075744669656c64> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-214.797 468.03457 Td
-/F1.0 10.5 Tf
-<2e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-74.954 446.25457 Td
-/F1.1 10.5 Tf
-<21> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-BT
-84.24 446.25457 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-84.24 446.25457 Td
-/F1.0 10.5 Tf
-[<46> 40.03906 <6f72206578616d706c653a>] TJ
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-q
-0.96078 0.96078 0.96078 scn
-52.24 430.43857 m
-543.04 430.43857 l
-545.24914 430.43857 547.04 428.64771 547.04 426.43857 c
-547.04 279.77857 l
-547.04 277.56943 545.24914 275.77857 543.04 275.77857 c
-52.24 275.77857 l
-50.03086 275.77857 48.24 277.56943 48.24 279.77857 c
-48.24 426.43857 l
-48.24 428.64771 50.03086 430.43857 52.24 430.43857 c
-h
-f
-0.8 0.8 0.8 SCN
-0.75 w
-52.24 430.43857 m
-543.04 430.43857 l
-545.24914 430.43857 547.04 428.64771 547.04 426.43857 c
-547.04 279.77857 l
-547.04 277.56943 545.24914 275.77857 543.04 275.77857 c
-52.24 275.77857 l
-50.03086 275.77857 48.24 277.56943 48.24 279.77857 c
-48.24 426.43857 l
-48.24 428.64771 50.03086 430.43857 52.24 430.43857 c
-h
-S
-Q
-0.6 0.6 0.6 scn
-0.6 0.6 0.6 SCN
-
-BT
-59.24 407.61357 Td
-/F3.0 11 Tf
-<2f2f20676976656e207468697320696e7075744669656c643a> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.0 0.4 0.6 scn
-0.0 0.4 0.6 SCN
-
-BT
-59.24 392.87357 Td
-/F3.0 11 Tf
-<6e6577> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-75.74 392.87357 Td
-/F3.0 11 Tf
-<20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-81.24 392.87357 Td
-/F3.0 11 Tf
-<514669656c644d65746144617461> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-158.24 392.87357 Td
-/F3.0 11 Tf
-<28> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-163.74 392.87357 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-169.24 392.87357 Td
-/F3.0 11 Tf
-<73746f72654964> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-207.74 392.87357 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-213.24 392.87357 Td
-/F3.0 11 Tf
-<2c> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-218.74 392.87357 Td
-/F3.0 11 Tf
-<20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-224.24 392.87357 Td
-/F3.0 11 Tf
-<514669656c6454797065> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-279.24 392.87357 Td
-/F3.0 11 Tf
-<2e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-284.74 392.87357 Td
-/F3.0 11 Tf
-<494e5445474552> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-323.24 392.87357 Td
-/F3.0 11 Tf
-<29> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.6 0.6 0.6 scn
-0.6 0.6 0.6 SCN
-
-BT
-59.24 363.39357 Td
-/F3.0 11 Tf
-<2f2f206974732072756e2d74696d652076616c75652063616e2062652061636365737365642c20652e672e2c20696e20612071756572792066696c74657220756e6465722061206461746120736f757263653a> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.0 0.4 0.6 scn
-0.0 0.4 0.6 SCN
-
-BT
-59.24 348.65357 Td
-/F3.0 11 Tf
-<6e6577> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-75.74 348.65357 Td
-/F3.0 11 Tf
-<20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-81.24 348.65357 Td
-/F3.0 11 Tf
-<5146696c7465724372697465726961> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-163.74 348.65357 Td
-/F3.0 11 Tf
-<28> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-169.24 348.65357 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-174.74 348.65357 Td
-/F3.0 11 Tf
-<73746f72654964> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-213.24 348.65357 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-218.74 348.65357 Td
-/F3.0 11 Tf
-<2c> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-224.24 348.65357 Td
-/F3.0 11 Tf
-<20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-229.74 348.65357 Td
-/F3.0 11 Tf
-<5143726974657269614f70657261746f72> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-323.24 348.65357 Td
-/F3.0 11 Tf
-<2e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-328.74 348.65357 Td
-/F3.0 11 Tf
-<455155414c53> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-361.74 348.65357 Td
-/F3.0 11 Tf
-<2c> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-367.24 348.65357 Td
-/F3.0 11 Tf
-<20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.0 0.46667 0.53333 scn
-0.0 0.46667 0.53333 SCN
-
-BT
-372.74 348.65357 Td
-/F3.0 11 Tf
-<4c697374> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-394.74 348.65357 Td
-/F3.0 11 Tf
-<2e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-400.24 348.65357 Td
-/F3.0 11 Tf
-<6f66> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-411.24 348.65357 Td
-/F3.0 11 Tf
-<28> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-416.74 348.65357 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-422.24 348.65357 Td
-/F3.0 11 Tf
-<247b696e7075742e73746f726549647d> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-510.24 348.65357 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-515.74 348.65357 Td
-/F3.0 11 Tf
-<29> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-521.24 348.65357 Td
-/F3.0 11 Tf
-<29> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.6 0.6 0.6 scn
-0.6 0.6 0.6 SCN
-
-BT
-59.24 319.17357 Td
-/F3.0 11 Tf
-<2f2f206f7220696e2061207265706f727420766965772773207469746c65206f72206669656c6420666f726d756c61733a> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-59.24 304.43357 Td
-/F3.0 11 Tf
-<2e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-64.74 304.43357 Td
-/F3.0 11 Tf
-<776974685469746c654669656c6473> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-147.24 304.43357 Td
-/F3.0 11 Tf
-<28> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.0 0.46667 0.53333 scn
-0.0 0.46667 0.53333 SCN
-
-BT
-152.74 304.43357 Td
-/F3.0 11 Tf
-<4c697374> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-174.74 304.43357 Td
-/F3.0 11 Tf
-<2e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-180.24 304.43357 Td
-/F3.0 11 Tf
-<6f66> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-191.24 304.43357 Td
-/F3.0 11 Tf
-<28> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-196.74 304.43357 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-202.24 304.43357 Td
-/F3.0 11 Tf
-<247b696e7075742e73746f726549647d> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-290.24 304.43357 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-295.74 304.43357 Td
-/F3.0 11 Tf
-<29> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-301.24 304.43357 Td
-/F3.0 11 Tf
-<29> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.0 0.4 0.6 scn
-0.0 0.4 0.6 SCN
-
-BT
-59.24 289.69357 Td
-/F3.0 11 Tf
-<6e6577> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-75.74 289.69357 Td
-/F3.0 11 Tf
-<20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-81.24 289.69357 Td
-/F3.0 11 Tf
-<515265706f72744669656c64> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-147.24 289.69357 Td
-/F3.0 11 Tf
-<28> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-152.74 289.69357 Td
-/F3.0 11 Tf
-<29> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-158.24 289.69357 Td
-/F3.0 11 Tf
-<2e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-163.74 289.69357 Td
-/F3.0 11 Tf
-<776974684e616d65> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-207.74 289.69357 Td
-/F3.0 11 Tf
-<28> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-213.24 289.69357 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-218.74 289.69357 Td
-/F3.0 11 Tf
-<73746f72654964> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-257.24 289.69357 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-262.74 289.69357 Td
-/F3.0 11 Tf
-<29> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-268.24 289.69357 Td
-/F3.0 11 Tf
-<2e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-273.74 289.69357 Td
-/F3.0 11 Tf
-<77697468466f726d756c61> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-334.24 289.69357 Td
-/F3.0 11 Tf
-<28> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-339.74 289.69357 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-345.24 289.69357 Td
-/F3.0 11 Tf
-<247b696e7075742e73746f726549647d> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-433.24 289.69357 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-438.74 289.69357 Td
-/F3.0 11 Tf
-<29> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-q
-0.0 0.0 0.0 scn
-0.0 0.0 0.0 SCN
-1 w
-0 J
-0 j
-[] 0 d
-/Stamp1 Do
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-541.009 14.263 Td
-/F1.0 9 Tf
-<31> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-Q
-Q
-
-endstream
-endobj
-7 0 obj
-<< /Type /Page
-/Parent 3 0 R
-/MediaBox [0 0 595.28 841.89]
-/CropBox [0 0 595.28 841.89]
-/BleedBox [0 0 595.28 841.89]
-/TrimBox [0 0 595.28 841.89]
-/ArtBox [0 0 595.28 841.89]
-/Contents 6 0 R
-/Resources << /ProcSet [/PDF /Text /ImageB /ImageC /ImageI]
-/Font << /F2.0 8 0 R
-/F1.0 9 0 R
-/F4.0 14 0 R
-/F3.0 15 0 R
-/F1.1 17 0 R
->>
-/XObject << /Stamp1 23 0 R
->>
->>
-/Annots [10 0 R 16 0 R]
->>
-endobj
-8 0 obj
-<< /Type /Font
-/BaseFont /5c9138+NotoSerif-Bold
-/Subtype /TrueType
-/FontDescriptor 26 0 R
-/FirstChar 32
-/LastChar 255
-/Widths 28 0 R
-/ToUnicode 27 0 R
->>
-endobj
-9 0 obj
-<< /Type /Font
-/BaseFont /2a0c33+NotoSerif
-/Subtype /TrueType
-/FontDescriptor 30 0 R
-/FirstChar 32
-/LastChar 255
-/Widths 32 0 R
-/ToUnicode 31 0 R
->>
-endobj
-10 0 obj
-<< /Border [0 0 0]
-/A << /Type /Action
-/S /URI
-/URI (Tables{relfilesuffix})
->>
-/Subtype /Link
-/Rect [274.36198 739.76143 347.00014 757.44143]
-/Type /Annot
->>
-endobj
-11 0 obj
-[7 0 R /XYZ 0 687.75857 null]
-endobj
-12 0 obj
-<< /Type /Names
-/Dests 13 0 R
->>
-endobj
-13 0 obj
-<< /Names [(__anchor-top) 22 0 R (_report_meta_data) 11 0 R]
->>
-endobj
-14 0 obj
-<< /Type /Font
-/BaseFont /a5b3bd+mplus1mn-bold
-/Subtype /TrueType
-/FontDescriptor 34 0 R
-/FirstChar 32
-/LastChar 255
-/Widths 36 0 R
-/ToUnicode 35 0 R
->>
-endobj
-15 0 obj
-<< /Type /Font
-/BaseFont /760f48+mplus1mn-regular
-/Subtype /TrueType
-/FontDescriptor 38 0 R
-/FirstChar 32
-/LastChar 255
-/Widths 40 0 R
-/ToUnicode 39 0 R
->>
-endobj
-16 0 obj
-<< /Border [0 0 0]
-/A << /Type /Action
-/S /URI
-/URI (Processes{relfilesuffix})
->>
-/Subtype /Link
-/Rect [227.247 524.30857 290.94 538.58857]
-/Type /Annot
->>
-endobj
-17 0 obj
-<< /Type /Font
-/BaseFont /b1eed4+NotoSerif
-/Subtype /TrueType
-/FontDescriptor 42 0 R
-/FirstChar 32
-/LastChar 255
-/Widths 44 0 R
-/ToUnicode 43 0 R
->>
-endobj
-18 0 obj
-<< /Type /Outlines
-/Count 2
-/First 19 0 R
-/Last 20 0 R
->>
-endobj
-19 0 obj
-<< /Title <feff0051005100510020005200650070006f007200740073>
-/Parent 18 0 R
-/Count 0
-/Next 20 0 R
-/Dest [7 0 R /XYZ 0 841.89 null]
->>
-endobj
-20 0 obj
-<< /Title <feff005200650070006f007200740020004d00650074006100200044006100740061>
-/Parent 18 0 R
-/Count 0
-/Prev 19 0 R
-/Dest [7 0 R /XYZ 0 687.75857 null]
->>
-endobj
-21 0 obj
-<< /Nums [0 << /P (1)
->>]
->>
-endobj
-22 0 obj
-[7 0 R /XYZ 0 841.89 null]
-endobj
-23 0 obj
-<< /Type /XObject
-/Subtype /Form
-/BBox [0 0 595.28 841.89]
-/Length 165
->>
-stream
-q
-/DeviceRGB cs
-0.0 0.0 0.0 scn
-/DeviceRGB CS
-0.0 0.0 0.0 SCN
-1 w
-0 J
-0 j
-[] 0 d
-q
-/DeviceRGB CS
-0.86667 0.86667 0.86667 SCN
-0.25 w
-48.24 30.0 m
-547.04 30.0 l
-S
-Q
-Q
-
-endstream
-endobj
-24 0 obj
-<< /Type /XObject
-/Subtype /Form
-/BBox [0 0 595.28 841.89]
-/Length 165
->>
-stream
-q
-/DeviceRGB cs
-0.0 0.0 0.0 scn
-/DeviceRGB CS
-0.0 0.0 0.0 SCN
-1 w
-0 J
-0 j
-[] 0 d
-q
-/DeviceRGB CS
-0.86667 0.86667 0.86667 SCN
-0.25 w
-48.24 30.0 m
-547.04 30.0 l
-S
-Q
-Q
-
-endstream
-endobj
-25 0 obj
-<< /Length1 10064
-/Length 6276
-/Filter [/FlateDecode]
->>
-stream
-x��:Tו�͌��
�g�A�	�7$���OH6�%�@���pb�c'iۉ�i��I�'�fӳ��zm��=I�I�M��wOڴ��i�랞&u���#��H`p�m�g�����߻���g�Fe���D�
�����cE� P�a_��2�!�hy{����G�zh-�ѩp˷��B����)_,���F+��05�or�oL4B�^�
|~�����
4s9����
/��w�.	[
�>���ȄO�I�W��pS�wG��LJ��=�*��_o#Tr�ts4�Q�.�*>�3:��O�
Bq�qq�✱�޻}gN۟P�q׫�L�r�w�/��4��
-dE�@����.=>>��r ��kZ{�B���"
���6�
8EI�o
	N	�@/M�ɷ�$�=��LA	(��nҌ6
lB4�sIDG	7��Q��H�&z��(�И�A��'�YЊ���f��G��X�N���uh��]HC݉(�2b�&AUԯ�WP��P�+�N�#-��H$=���fK?{�
�92$J�,������13�ܐ��r�Pn^�D*���q��.���v9�C��[��m��n�Y��:-��Z[���
u����RS�.gTʲI�8';+3#]�&P$�Q�����l���*��^�3> ���,
���2,���������IҒ���Jb1݆�t5����7�}or|��xh�C���T�d
�TB�V��,��6�gop�浂��̌n�;���A�f�V2�\��QikY �(��%�6��r۬
-�ң���ٌ�g�n^%+�f�x�t�3�j^�?rQ�ƽ�
~��s���Γ�����\-[�X٪��,�l
c��ZNk���8}7�Ĭ@-f��?!p�����_�"T���8��;?���=��y����-f�6l��� �h�
�..��9�a�� nI9�3���mw�������F٤P�zVd?�� ��R�9~����r'q�+�"�A�a	/�ye�#uq��+���^���pϳ���gl��>��8��..����X�d��r�f�����*�?D��
-�Z�
*��2/�쏓�0@En�̀N���yS���P@�j�^m2�N7k�`�rd[�5@�R���c
L��0]���̲�n�K�+�fa#K�b
6+72m��j�/��A��G<A�b3�~	��_0ъo�	y��bY7�`�m��d˼
-?��IڭP���0+J�f��`����%���>�7��ݔ2:���Qj�Mj�"�ʓ�E��P���
��j�'��ACrx*W�]m�+Њ4��VѶ�5%���
-����]�&�P��ݫPz��KWC�N
=D\zWX�V
���'qq/�J���a�4kts�q��3�
-��T^��5��0!%�W.�l�V�6��&_E{ob�W�����s�sʙ�B��B���P��[1�-���g��y��nS����V����C}��٥����k����,��c��%1lއ��&��]��r�_�a_�G�Bs�i/�xɂ�A�K����O��0��H$i�
4*I��4�,!ư��h?���<�y���q$��Y�l� 00!��f0�.6�����#Ir�4�,ú���b�왝j,E�X�\�O����ѣ�@�@ˁ�
Z�
h/B�M���lp��.��X���K���K�Kd�ңKĕ%�i���E�`E�4�(`bxb��l����	�x��C��P�0L:�Pұ�i<=
�A#��h�C���y�Y��Jg`�C#P<�桏��9�į@#��Vd.A��…�����-�T�>A�e�k;����E��{��I�w���Ev���?ZL���ʹŌ���:3q1(~������ŖeL�^|[���N.�Y.x/�p�{���_<�<)�,>�=w��+��r
-�rΔ�1�!O?	���'/=I�<y��d::��^>y�$�=��>y���I�r_:��x����D��G�?}�|������q��Q�9:Bd)9B�v.�����4j�Lּ<ui��Y;i��$�I�x9@ ��?����_�o�s	�

-<�!��H2g�l���DG���.��b��ut
-��
-��(u���ؘ�#�o��!��9Wr���K9�r�:�^D��pP��">��th�}Ӗa�N���C���=-C�X�!��mw/`��灣GQWI[��������U� .Y��.O,�k�C�(��D�#�9h�1���qB���?�r <�I1������9mln���
'd�IQ?|�ќ�����Vj3*B�·��晐$���K�g�X�ބ���]�������-F�E�XBE��xp����ō7�!f!bc��T׈���G�HG�*[S��<�I������Qu3U(I,�r��+�BB��B���=�n"�֐f�*�D<E���"6b�.�
�@h��W��,��C����:�m����������!����e�&����^���
-{�{�a�{�΀�#�
�W�*��Jگ_���_����.�����i9BjI6�ְ�l0���X/�oT��u�:�L�Qʜ��#����.1�֕����
U��;�p�f��Y��A5xN1�c�F�!פ'��AYO��bs9���؅�ﾱ46"�(�K*d#ij���H����X��f�����~$�^l�!߭�+J��,$>y
�q�=���|�q)n\��c=f�[�2WRJ�b�M�SLF�@G��j�(��Rv`I2"�(I�NE2����ޥ���Sqz8,*��$���&J��	�U��q�j)��&���zs6��I��+�#�wF���\|w�`�2��t��8����EuU���GO%���i~�oFh�t��[;��WM���%t-NLNH5M��
߈~��=D7Px�d#aQ�NMe}*�>�.�����i���:��ݓ�ޅ���6�����a����l���F>�`o(���'x��o�Ko7*��}�1_�����G��3��?�m�������/��>� �;��o�[��1}�y��}һ_I|�y,�����K���ǯ>�t>}�8������q�E�5�MI9[�oK2+
�+vjq󈴢$7��B:B��*�S;�7�����T"�{x����!��^j'�ئ�ͅ�m^kdm̾���=;:�������pvUo3�Nb���P&~_ѷ���V��s���f��v�I
���qM��x�����gR�������HD��ňA���Uo�jo�ѥ�v�;���6͖/N�yv���cg���h���H���ة��M�ix���W/q?�ѩچ�![Gy�m������t��2Z_�Q_��p5�n�k�����mSw�M|mo?�����)?�F\�8��qZ6�ϙ��X�|%�&�dx/anp��SMm5����vg�켦�Κ?�������6gתD���y�6���:7Z��W�q�ۭ���N	Ie���G�:T���i�^�~���qu�2;|���2��q��o�I�1�lT��;�?H`6�Nn��٦��rc�����_�DF����Xs��u�����ݍ��NM����"ͦ(L�X�kS��K��I$uC�F�N:z��T�~���P�}�G�O�䨭P�V�\/�є��6�����wN���ӓ�/��^�q+�X��!�*a��!��[���$�F_ޑ���i��{�A����9{Wג���&,
��y���/�W�������-�.?x짏�;?4u«/Ե3�=5m�\}j`O}O�����sL��FM
-WJ�X]l5:�Q[r�|��S�_�W�} �@SRX.��E��%Z��˯~��l�yr�,�2�6KaK�RѺ�=�dJ.5�?E&$��Kȁ����j�Q���~"g(k�+��+=scr��/n�o$9��:57�*��οi���d+���d�9��Li�B\7��ݙ*U�(K!�j�~2y§�=~�K��𑇊��E���J��F������U&�Fݨο���{�=;��m��A�p��\	fe+�U�fe6�ȵt���ef��V{����f�I�&-��T�vp�ai|���\f&�k)W�4����ɍ�^W�U�d�t��k(�4e����̣U�Oc�m]�
-�~~�>H� �B������Č\�4��+��Сf,�%%�F�aP��!�%5FY
�y��$+X�<�ibrs�&MESy^^y���̙�:�(|�����_����x��Z?�����S5����*��+��A쇹+���ۡܘ��
-�ܖ����UyҊF�p�0Ŵh��J�_Pd���Gk���L���j�T��4�H�ӚJ`���&=���o��g�'�	um3����|���Ob��&�`���?����u�w��,��;ۗ�r�pk�Qƿ��eDU�J◛y�V⢞G~|,|&��=���Lc��׸�*`N�3��#X��o�zrh�����0a��W6#}��X��S��`9k�<�������X�H
7UuK>���h��Hj��)�M�g�]�E�G�9y��G�=}]�}4�5��t��?m�}:��t��ٽ�
:�یz V
�킛����,�4��I�M«V���bKQ�Җ��Z&N�jl���wk�<�
-���
��R�^�N��N��${H������i�vy����.4tU?�(m2|z�[�Â�K��|�zr2�A�)15���·�;ٍ5�JYO���2-��d�=U�!���ޱo��]�rMI��\�E�*J��e-�İ��4=��ަ���v�-ղ��^{WA�)]cq�ʹ�|����
`O�M�����	���KA��7l�+(l��:��:�_����E�{��:EaǴ�s�[g�H�-nc}�*�2��B�1��’N�n����J����z'��i�4jK
-������^-�+��R�y�͍�T�a3
��h�򻇌���N��cf[���TW����y,L,v<�)z@�����z�6�ѐI��p��҃��$��{;_ѰO���u��yX�Q�;������U
j
-��Sަ�ۤ�T�K������4���Nf�k���&zCx)ڵ��J;���L����guƢ�0gE	_��
���
���0�(8�&a�����)X?v�`
ڀfR�I����`�Rp:���Rpң���LT�E�,�/�$����-g�"�X�)��vϧ`�$�(HD�`Y��L�R2����|0���S)N-�/Rp:��6��4F�Rp&�H�ذ
�Q�����')8�Ҟ�D�͆��q�������LMh�̄���9V���{~}$����dWdڿ52�|�7���u�

���		��B��N_kn�h�36i9	^@�*��>:>��¾��tdr�Y�s����fhg����>:����)z�O��W��I�8��x��`�����S�`��H�0�@8bX�������?q���L�vD&��f�ӡ��LƜ��f�x0@;�[�h`&)�%)PC�K����2(�
�ρ74H�fhU���;TtW��G���
�����w�mz`���ڝ��~�z��~�g��Ё�3K��b1:2K����*G ���ғ��'�h`"4���}3Ss�)�"�
�b�#��?��}q���
��p������@�5�WW���
E�1},4���Nz��nAQ�͢�BA�o�z�&��'�6
7�i��}�-
k�4�4^����k/<� ����h8�1&�$��~��3<X��F>���:h��@�����#<-Tn$|҃g�5�B��>hq��A�o�,�
����1�������9�*'`>�k�g��%�눧b�^����������_�9�Ҭ�3�X�
�v�փ�
��`kd
�@֐�
�ֽ�7�~CChs`w'�
�^>�犋l�p���a����U��9���"�M��u@d��{�uf��-�4��V5P�G�c����
-��)��:}�S�����
0W����ގQ����v���;a�óp;��}�BÜ���a��$���y���>�p2��X���,��
���+!��8��*ᕪ�fLொ+
1���I��3��?N�˥��s��H�"�[�c���X*~�T�ü/�L����t/�wfuv��o�\ʦ�l��Y�y>��b.�Q~��MÛ�q
-�\䷠����<	�nu�g�����
Vj���
-+H/�v3�@C�a���9�ܼV"����܊�q
-endstream
-endobj
-26 0 obj
-<< /Type /FontDescriptor
-/FontName /5c9138+NotoSerif-Bold
-/FontFile2 25 0 R
-/FontBBox [-212 -250 1306 1058]
-/Flags 6
-/StemV 0
-/ItalicAngle 0
-/Ascent 1068
-/Descent -292
-/CapHeight 1462
-/XHeight 1098
->>
-endobj
-27 0 obj
-<< /Length 1278
-/Filter [/FlateDecode]
->>
-stream
-x�e��n�F�ὮB�tHs&
�@�n��
u{
stԒ +�}���ik��/��y�_�!}������t�~�]�s�����n����V�����yg쾝���+���|����������<.�������÷��}���v)�����[���e���O����/��_��������q����9_ɯ}ഏOm��t������_����LL���v͵�������LJ1w����9�)e���6=n?�[i(�JKiU:J��Sz��2���Qe�L*�E�J��̔Ye�,*+eU�(��N�U�-у�k�5x������5��F^���k�y
^#��k�5x������5��F^���k�y
^#��k�x�������Z�V^���k�Zy-^+��k�x�������Z�V^���k�Zy-^+����ux������u�:�N^�����:y^'����ux������u�:�N^�����:y^'�����x��������z�^^�����zy=^/�����x��������z�^^�����zy=^/o��
x��
o�7�
��Aހ7��y� o��
x��
o�7�
��Aހ7��y� o��x��o�7���j�����o��$�JI�$�$*I$IT�H��$�$QI"I��D�D%�$�JI�$�$*I$IT�D��$�$III��$�$u>�M�&�Iބ7ɛ�&y�$o›�Mx��	o�7�M�&�Iބ7ɛ�&y�U�o�a�[5�j�oS�or��4ۂ�sޮ>,x��/x;����Â�31���x;��
-���J���J��특���x��x��x��+�!Êw��B�x�b�x��+ށ
�r�;��2��k��J�Y�e�Y��7+|��
x�oS��7+[ƛețךyޢoV��浖-㭌���"���R�W�*��4Xq��C�^J�[(��^�1�»�y]���k�}�YM-xe#��e���_y+�h܊7k�:��/����Z�5�dU��l�uz5n��[��eB��&Si|y�(�%q&%+S%�*A����BijPU�6\�h,�(�+L���,��4G�5�<���cD�[˧��*t�[
jj�aij��I��xʪw�g�F��w�ض��R�>���s�h�>�:�O�VR�����P*#��i|e0�U��,�*o��U���/���*[��U��,��N����m�l�x�:�&\}M����)���L2��\%CH�F7�է��ʻB�L���)�j�ƻJ1:%�H߯:=S��۳z�r�m���k���O������媳��7���
-endstream
-endobj
-28 0 obj
-[259 600 600 600 600 600 600 600 600 600 600 600 293 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 767 600 621 600 600 600 600 600 653 952 600 600 600 787 707 585 600 600 600 600 600 600 600 600 600 600 600 600 600 599 600 600 648 570 407 560 600 352 600 600 352 600 666 612 645 647 522 487 404 666 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600]
-endobj
-29 0 obj
-<< /Length1 12420
-/Length 7606
-/Filter [/FlateDecode]
->>
-stream
-x��zt[Օ�9�^}���?ɖ�|-�%ٖ�W�%��d91�dK�$��Xr�I3I
-!��4
d/�%���X�00�a蚆�k�I�y��}LȚ2��� ��>GW����w�{�������s���0B(A,r�K&�4 �'���q�]{��U1s@K�������V5>71s�G'�{B��	�o�������Ӌ�ϖ�Z�P���Mz\n��>���pWL!�M��@v6�ٓ3�{��{��O
�<�sM8q�[�ϸ�c��B���kƳ4��r~�PDƜ���>��a~�F���=su��\�Ǎ��쎫�E�	�ѹ�OI�i�s���Bf��*G
-]0N~r�2�xj���}2;���*����G?D���0�X�α�@����������8��AL���$�p[$�֞�VdF<z:���$���>�C�"�@�3
-2�c"���Et��@�$�u3��n�
-uK>A>��P+i@��(_�C�Ꭲq�wH�~��A��kC���P%׍��1���_��d��6I>�Ɲ��*��^E�	4¼�r���}ɥ�#���"�cHμ��ԛ!�Aa�Vk�zmt5Â��0&�!,A�Ȩ�X�aPBb�"9%5-]�T�j
���u9�y~�+�/���/�u�a�������������b�475���jk��UUV��
����]���դ)��bc�"#�2��c���B���8\��֦'���k���Բ�'�;)�����[8�!N�'��kQ����
-|�M��/�}�OZ�a>�1��S�ˡH Z-��i�>���5вr�관�+Q��B�'R_��DF
P O�����1�<k��cȴ
Vgu��}�E�������v�f*2 mȨH~���N�W�^_zh9�:�݂�5��.��Z���
-��%��i`�'P$X��B"��m���)q@������#||s3�%R����
[��KK-߲�\r-��xa�Jt�Ҝ<�z0jy���@�CÁx�$��m��$��t]?�
-�5�*�6a8���u�
��j����f4
-H�H�#��hT�2������I���#឵�N
��9�X
-p�v�`�p��B>�!���Ti���~�q���U�{�Hr�-0j��2d)�"�5�`���D~�b��`u��'�@�/
-��B?��-�]b��W��0��MYh�Fa.����IԲN
8�qX@���P0Z-df޺Dr��#ɣ
OB;�>��ȴ�ޕ2^��&T��-DpJ3�`�u��h�*7��qޡ��� bXpx�IR�7��մT��<��:�v8�D�CD��n#8T!1��
�N�;;��@�[�j����p�Cp(��uS-��*�5���c��I���^s[X��� ��M�ֆ.}ݼ81������X�@c@%�����#�|��� ��Ј�Π��:�	��,p�Bw!���6:7�J�5�mKw{��_��KD� 
-D�y{�t7W%��NA2FhqA�@�ЌY�b6�l!��/	��%a�QK�a�9�:@�JD��s�I__�
?�wŌ��x�:��A�f��M�W����2�
-�2�J��	B$�"�������%P|l#J��i�-3!Z|����̔F.�R�$��z+�&�����s��8J
��`��#�_��4:)x�QB�7zC�.%tdN���K�V��4=���
-��z�ِ�
���D�<O�N�'f^XE�e�C
2g������*�_���[�
-�[��V��X�݋�T�F' �,��
�l8x�(O�Ó'�Z�@��7:ȁ#ˀ&C��fQT=�Xr8hY:�}
o{�1���fP<���'���+���faFB�\���bq:HLɩЦ��lB��
<pK�o��X������{q�}�a��=\��^7�k�wk{���ͮj��8]s�%��>r�1?�r�q���q&��Yl?;~v�Y=���cG�У��3�g��kg���uf�c>�
���ݧ�?�����N�~���ӷN�����/t'i�p�z+��^V��l�I������O������Gƴh<FS�6�/�Y'�
�.��L�6	�́�q�a�˚���Z��f{��m��خٮ�n�$���2l[k�&�K�8ä����m	8�o��Aeí��d��8�!�Zܭ8֋���-�A�`	^Ə\(,�\���9,���t�i���>@�;W0~x��ɓ�)�3P:�83�;n�8@|��4������¾ݾ�݀"_��+������_~���.�������	!9�G(���(,$��d:���w!!�
-ӐT����ExsY��(yss��u :��*y���*��_�ay��	���Q؎�����+�]������@?����8�{���a�.�g�u
��&�d�C�f�]ȋ.������k47��1t�;W�L}�3X@'�l)L3�DH�U��{�>ol�x���Y"�􄮫��e��N4�˔6��P�����Ch/D�"�Q������[��Z�����������\C�.�H�/�t����Q�#�*��ҟH�b�2��Yp�y�9z�~�-��]�n2�L>����ouT��3��O5jC��Q�s����~�j-�w��d3�q�5N�ٹ�?HJ%���I'����,3���!/�?,�׈��">�l�DqQ�
"��s��,y�3%ht��8[�bdfW�#y�Q�S��W�I�kS�)bYy=./3p�e�R5�Of���J���Jپ��*J�7�P���Z�*Y�����OՓxad�7�6x�eJ*�&��d|��9jtx�S|�IB����!“a>!��VF��($'F��((��|y^ni+���`�[�א�)7��3�	����S^�6`S�B����
-uzUn��N���4���Wi���HMu1WV�]��+����u{�,,��Dډ�.�n��A�-���%l�/m���i���	��Xm�\���ld�d�8Y�h�m�؄լ����1k�����������Vc0:W]��I�o\�עӳ�Ԫ�7�#����YRJF�	�/�w�L3&���1��%��_���v�hBv���͝Ov@��S<Nc�
{�t�
��M֊^Պ�.30��\�$�X
_�&���Y��{�Yu��P����{"�4��Xһp�S'�#2*�����{�I���>̷!���BV,�,�߭�JG%3�ʪ׫ȴ*S���	|;C��([rd!��w6o��;���� ����f�%��a(�{����)ٛԦ/�˞�%~i���VoJ�I@s
-+�XɃ���z�%�U� �K^���>���{᳧����/�w?9?��XQ�������3�����ߘ�~�>�N��޽W��ϳ��z��ٳ�.��o�
����/����xW��°_ذ��{�r���kߪ���={����3w�7��յ8tb��5���n^�WfDؙs�C���Cz����<���`���MVR���F4���ݓ�ZG����<�֒��|�����L��e;���/��IJ'��K�G�.�
����a��p��9�6�n�]��l�Q��<h��=Ce�����"1Wn��>�Ȏ{�4�}_���c�ڪ���i���7��M4������k�B.�+��h,a�ޤqT�B��3�6��k$*�X_���E��<JV�"���߭/Hn�с�aIv�n4���a�r�
��+�5�a�_|�XK���*5�<�9|Ԗ�1��x��
-���C�j}�ܾ1|�;�ض��7P�j_m�,[���s�P,j 9�B4��=�M"��ޢ�a���ڗU4����>[��5�ޡ�6͟j��cm�՞��v=���.ɒ?��ڶ�f˂��Ï��������y{/I9�a�9���/�n-�0�����|\X�k��e��|�Lz��f�}�&ԣ�P�Ӭd[�)A!�R�T�ғ���a	p��{���8�פ�d��ɞI��Ŕ��Vw9k=O����5�T�{�,��22�\L�w�P���)�B�����;�MƮ��������޽�m�{zz��
-���՛��s����O*��2�8��R��B`,��~�j=��]���摝��e5�-���8E�з
����w�J/�)o�.�7ꊦ_|�׿�m���Z�_���J�հ���1i�j��5�:޼7l�M��|:E�Z�LEEȁ�)�,�p�/�{�6������u�oP�,;�WN�=WZ�әx��}�3�)ou���{�����
�x
-gIeZP�%��'U3�VM�԰�L���/��l:��7=v~�f���o�k/�ٱ-16�h�q���_��Y����G�:�58���K���7Y��gʐ�(5��yd�VB-t�4���ַ�rS��RE�
�:�ML`帊�ѫ����w�Y�����h�r�j��6x�lv�dC�񑇜%�9e|Faf��Ɛ��<ڸ�ZAd
�1��ʹ�*�F�L��Je!�i�Dz�4�k5]��V'}�����5PHERh�Cr��e~�4N��,Pz��wE��J�"[��eT}8r�O�x��'~�
-ZGL�y���Rd5�;q���J���Jk�4zu��i��ݳ��T�ݦ��5��=4Vj-Jt��8MJnfBtZrLtLႣ��r�Y���IMW'H}���U�?Y�Ü�.���
$6�9M���E%����jS2s�L�wW񺦝�:!6���u�{@]�j^��x�V�z�����l���M�b���N�P`�V�ٺ?D��5t|�8����'������ԄA�oxW�ϨS�3_1��NC��͓m:����`/9�B�8T���F*����GRҖJ�#|J�l��z�R"ԟi��$MAZz
�H"�A�%�~����$1g��������Ĩ��a��30
-* �)-_6yj���|���am\��FC��N��0-���M�D���KK/�\����fPp�W��NF�Im�����Wb���\yu���x;d��
!����;�:U<���}�p����Ri�q�*Rc�n+.ݱ�.)A��7\��-�A̅TS�y�"uڼ�*mCj0��+.mkχ]��Dگ�G��l}�a�b䞦���vr���U�`�7����w�"�֞ᒾ���TPZ|��s�����Q�+�n�-t��A�8RQ�x�.�ֽ�
-�����6��?��J��y���{�2�M�U3�����ly������f=��#��-��.<7?������,�O��"̗�:�y���_�RR�l&�c���-�=>�V&��E��aCP����j����s?�>��
I�ٙ��+3i
VS���N}Y,�����`Kj
[Bj¡\QYQ���r�{�������d���ꡭ�m	�e��+s������ %M�������Q�;#�rz�ܴ��u	l��3���)�N�XNԞ9�rE���5��������dC[YqmN�^�$'}�6��?���V�"7��Y�:�r�_[[##PG4q#�J\��6dF���HK�AL�� ~n�!G�*W��Rf��ܦN�6�ѳЕS9��P�\W��V��2(X!Q,}����=g�ʾ��J>�bWk��Ě�SY\��]�����ɚS�<1�VT����X����=j/��]�	��-�}]U`�o(=�Ǖ�dZk�0]=SPR��=�&<��
-�w���g6�\�C!�vp0��������+�S� ���}���5[���{q�4"�Wa��)��+�>#or�@��ՠV��8���w�K�m�q�ѳS�#��:�C����k־?�����b}���lj��%R�D�%�Y{
�a
XA� e}�\~"&#]��$����ӑ͖8�R:��&���_�Vf�����bS��<�=4ةLi�ޫç�
	��5��e��okB�0I��!o@!-��`s�&"i���7�Ui
-�4"O3.�j�����"A����t��~�3�������:#S��%RIB�2�mβ�=�m�Ci:3�;�5T�h��t�Y��/�t�۳K�S��u��.���ӯc�R���Qп
��:���w���20F�Z�髰l��o��
�Tc�R�z���X��7����VnE�&��<�����J�iI���R5f�A�͠b�R���LO=�'5�]֥�&�Q�� ����n�D�j���F�YB��	֩M9�;˫�}9!%:9�_��^����=P�a���Г~{w�lwL�.ԉ��e�[�,�L�|t�==x,V�-�ߔ���"�ըR8iT����!)�J��c��m)�w�O�����|ed8�N}mJ�юp��n`�r��uk���osWW�vt�VU���w�j�u~pp_�Z�B�O��G�~HdD��xE�A28�C0�2�Y�9�K�%(M���#��P�W��(=-�H�^�Hd@�"�Q���^���D8w��H���`�첻��"����-��e�E�EլZ�9�`",Ai�ː�
˔���"���OE8�pJ�B��~�F��D8�y��D�cQ���f�����Ĥ�/-.)�[�މi�>;f����~����=>��~�����{�
���x�gba�5��;��/����������y�!�g�7��K����1���t�sM�x�w�=3����w|�*_�d���MM��׌��w�S�~PU�{���"���1���0���U�w�}�a�Nf��'<~#0{��g����_pOy'A�ײַ����v�{�
�Sc�Y̹0�����I?�����yfC�]!�"~�#%����S>����X��k��j�����Ɓ��"~�}���6�5��7v�[��~�����>���
X��=�w�w[�x��3�{��|�w������"��x�^W~���7����]��	�b�3?3�#�@�f�`�̔����w�g~��kѻ0�/�$��+�����������i�w~���҅��͡E4��`�N"?�Q)*���V��}ykG�h�*��4|xԿ6�G1����n���~�y4@�Sh�rM���v蝥\��Gh���Yx�H���܉f��`"�+`K��)��n?p�@K�o��d|��^ӯ�P�_�
s�X<�T�I*�/zm3?��hd�w���$�/J6���vq#��~��n�
t��p�E�^��<zf���|@[]���5��-��O#D<�)�Ӟ�8LC;�,�b��nEb�$��vA�Cg��$�k��"��)J�W��ܴ�Ӽ���~!�.�̂u0@�>0��(N0��@�P
� �o���g7���J����U�T�N�P_]k�h�N�!<D��
-yg�b��g�i&����Ԏ��������_y�wSL|t�]u����y��l�(���p��2��?��jY	��$O�ӱ�k�khT�Q��j����u=�@c�9�s�n��'��x�+���q��;\���j'
��L����j�s�_.��JT񲂬Vȃv�
1�5܃zQ�}�m�|B������b�%G��*b�/p���
-endstream
-endobj
-30 0 obj
-<< /Type /FontDescriptor
-/FontName /2a0c33+NotoSerif
-/FontFile2 29 0 R
-/FontBBox [-212 -250 1246 1047]
-/Flags 6
-/StemV 0
-/ItalicAngle 0
-/Ascent 1068
-/Descent -292
-/CapHeight 1462
-/XHeight 1098
->>
-endobj
-31 0 obj
-<< /Length 1278
-/Filter [/FlateDecode]
->>
-stream
-x�e��n�F�ὮB�tHs&
�@�n��
u{
stԒ +�}���ik��/��y�_�!}������t�~�]�s�����n����V�����yg쾝���+���|����������<.�������÷��}���v)�����[���e���O����/��_��������q����9_ɯ}ഏOm��t������_����LL���v͵�������LJ1w����9�)e���6=n?�[i(�JKiU:J��Sz��2���Qe�L*�E�J��̔Ye�,*+eU�(��N�U�-у�k�5x������5��F^���k�y
^#��k�5x������5��F^���k�y
^#��k�x�������Z�V^���k�Zy-^+��k�x�������Z�V^���k�Zy-^+����ux������u�:�N^�����:y^'����ux������u�:�N^�����:y^'�����x��������z�^^�����zy=^/�����x��������z�^^�����zy=^/o��
x��
o�7�
��Aހ7��y� o��
x��
o�7�
��Aހ7��y� o��x��o�7���j�����o��$�JI�$�$*I$IT�H��$�$QI"I��D�D%�$�JI�$�$*I$IT�D��$�$III��$�$u>�M�&�Iބ7ɛ�&y�$o›�Mx��	o�7�M�&�Iބ7ɛ�&y�U�o�a�[5�j�oS�or��4ۂ�sޮ>,x��/x;����Â�31���x;��
-���J���J��특���x��x��x��+�!Êw��B�x�b�x��+ށ
�r�;��2��k��J�Y�e�Y��7+|��
x�oS��7+[ƛețךyޢoV��浖-㭌���"���R�W�*��4Xq��C�^J�[(��^�1�»�y]���k�}�YM-xe#��e���_y+�h܊7k�:��/����Z�5�dU��l�uz5n��[��eB��&Si|y�(�%q&%+S%�*A����BijPU�6\�h,�(�+L���,��4G�5�<���cD�[˧��*t�[
jj�aij��I��xʪw�g�F��w�ض��R�>���s�h�>�:�O�VR�����P*#��i|e0�U��,�*o��U���/���*[��U��,��N����m�l�x�:�&\}M����)���L2��\%CH�F7�է��ʻB�L���)�j�ƻJ1:%�H߯:=S��۳z�r�m���k���O������媳��7���
-endstream
-endobj
-32 0 obj
-[259 500 500 500 500 500 500 500 500 500 500 500 250 310 250 500 500 559 500 500 500 500 500 500 500 500 286 500 500 500 500 500 500 705 500 500 500 500 589 500 500 367 500 500 500 500 763 742 604 742 655 500 612 716 500 500 500 500 500 500 500 500 500 500 500 562 613 492 613 535 369 538 634 319 299 500 310 944 645 577 613 613 471 451 352 634 579 861 578 564 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 361 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500]
-endobj
-33 0 obj
-<< /Length1 3808
-/Length 2513
-/Filter [/FlateDecode]
->>
-stream
-x��W{l[��΍c'M�؉��u���I�nlǥiڦi��6��v�:����/웶��أ���X�`SC�nۉ!]5U�L�bu�GA�41@��8�α�c��ڽ9�|���8���
��p
-*��������;$���H*���nnG�o8"�*���|��3�X��7�_Th9�g	V"TŒ�3'�#_ymZ�r8�����_Z�D�V�[�)�D�GB�W����H��C�D���_�
-�Ȓ�A��4N���݇��G��������ם��Y�3�u�
N`�=}��p������%�ڼG��?kۏ@�b+�@���
J�i<�+p�|�\=��#}���Z�
8zM�!!�/B%�
-8�)��}�$BU�P�C���-Ȱ�F)��bjQ���Z��
-�G�u8��،Åc#��8�Lƫ!圁ho���׭�~۵�(���������-sUհj���ߥ�]���j�XP9RA�Ѭjm�m!.�'D�RI��١;�����`���!�C��'���;���!���3W�h�;�������OCfѢVڂ��W�B�Wi��:�P��Vr���SSfFg���E�ˢ*{��nq9�j;����0T��0,RU�6��X� ”��-����9�c
W��ӛ�D���뼜Z;u�:�T������,
��t	��ձ������X����ڋ�X��2c�g%����f��L�.`�i��(�f�f�v��].���q�E%�`
"-�0s(��ɡ��24`�V#n)��&1<{��0�F;Q�!k�HT,�T:�1_A��~	zIo_���"���x"Ȟ��8�ً}f��؇���/���H(�I�u�ܲ�dWQ�}�����d��*9�ժ��B]d���q��H�
-�ŮMC����%��*�X�yt7��S�0\���&�%A�$;~<��9<x�<���c-���W^�-�X� p;���|��`�F����q���m�ƕD��|wӵ�F��}�#�ݚ���;z�p�z�Z��g�}���c�0
-/��ý���,V���o�D���[*�mlz��pTH���/�X�Qt�km,�u���m��ijj�Mn����$��Ľ���Z�iY%:	���_nϡ��C���m�S|�ٓ��N�$#7�ϓ5���ϟ}��V��N��6^���Mh��Hu���Dlw1����RD���!�i��|w��������3�������fmV<��;_��k/^�4&����Q��7cO/	
`���Sw�ɠ�m]^�VRB��5�V�Ɉ��������G��nY�5t �D��N��J���c��hpl�a��IZ����������zX�yAF�c�&�n�lj+�}�rǶ���^?rH(޼H::������B�w�Vѽ����؈x�#���Z��I�����>o�Uk��[��[�'f�Y��p�x��)�R|n����
�ݎ_ǫ�[��.�,r�7����O[�R�aϓW\��{��	r���̪�b/?3~(��ރ�&�+�,�
�ɪkDW��\��&4��-"�y��*��"�FLb��&�^�����ȥ�׸:l��b)���n����"u�._��xo�#f���L���e�6��Lk�C5Q�+�Wґ2�œ�.�5��/�upG��F����4�Zr�LPE.��
-�˴���2]	-��L׀W)�u�½�6`�4�]��|.�+#��[��B�������8��
- ߙJ�e���LZ��b2u;%�MK������n���`e�s�D&M;���wM{���T69�G�4Z�%��rq�cC䝙|4���<e��,�|fF9��N:�N&R	E�Ҭ�K%�<��r�4�*:���4���i8��D^�%���&;=�P�4��sfN��L41����S�r�S)9I���yf�Τ�.r����8o�
���֝��[������D�������9ad �� 
-��
-n���4��
��0
-{!�H���@�@Y�	)�A}���(Zg�S��Cd�#:�B�2fɇ�SF��!Uһ���X��Kq&�3y��py'��C�0�F����w
-�$F�#�L9�<Zg�E�	�h@�J�
]�s�ՑG�j�c&s�lm�h�¡�j(���R���Kh1Ԅ9~�VA-���xV)�Ai]��M��*|���V�ٰx��8��H���g�%�q�#��� �RΈ��e[�{��)�&9�h��{~9�����F�`�]C�|i�L"׏��%V��5Lo�y?R�{��N�����)�Ki�O�3�ߥW�RK�Z����Niv�Zz	%�J祧������OzP�����%T-�c�wY��?yJz�$"�+�L��}O��o�ۈ>}RD����<*��<�;� �}g�s�q�<��h�1BH�}qi�.�軅�LH�_:,)[��o����������v��^���a��؉��7<�/*�ݫ&r
-endstream
-endobj
-34 0 obj
-<< /Type /FontDescriptor
-/FontName /a5b3bd+mplus1mn-bold
-/FontFile2 33 0 R
-/FontBBox [0 -275 1000 1042]
-/Flags 4
-/StemV 0
-/ItalicAngle 0
-/Ascent 860
-/Descent -140
-/CapHeight 860
-/XHeight 0
->>
-endobj
-35 0 obj
-<< /Length 1278
-/Filter [/FlateDecode]
->>
-stream
-x�e��n�F�ὮB�tHs&
�@�n��
u{
stԒ +�}���ik��/��y�_�!}������t�~�]�s�����n����V�����yg쾝���+���|����������<.�������÷��}���v)�����[���e���O����/��_��������q����9_ɯ}ഏOm��t������_����LL���v͵�������LJ1w����9�)e���6=n?�[i(�JKiU:J��Sz��2���Qe�L*�E�J��̔Ye�,*+eU�(��N�U�-у�k�5x������5��F^���k�y
^#��k�5x������5��F^���k�y
^#��k�x�������Z�V^���k�Zy-^+��k�x�������Z�V^���k�Zy-^+����ux������u�:�N^�����:y^'����ux������u�:�N^�����:y^'�����x��������z�^^�����zy=^/�����x��������z�^^�����zy=^/o��
x��
o�7�
��Aހ7��y� o��
x��
o�7�
��Aހ7��y� o��x��o�7���j�����o��$�JI�$�$*I$IT�H��$�$QI"I��D�D%�$�JI�$�$*I$IT�D��$�$III��$�$u>�M�&�Iބ7ɛ�&y�$o›�Mx��	o�7�M�&�Iބ7ɛ�&y�U�o�a�[5�j�oS�or��4ۂ�sޮ>,x��/x;����Â�31���x;��
-���J���J��특���x��x��x��+�!Êw��B�x�b�x��+ށ
�r�;��2��k��J�Y�e�Y��7+|��
x�oS��7+[ƛețךyޢoV��浖-㭌���"���R�W�*��4Xq��C�^J�[(��^�1�»�y]���k�}�YM-xe#��e���_y+�h܊7k�:��/����Z�5�dU��l�uz5n��[��eB��&Si|y�(�%q&%+S%�*A����BijPU�6\�h,�(�+L���,��4G�5�<���cD�[˧��*t�[
jj�aij��I��xʪw�g�F��w�ض��R�>���s�h�>�:�O�VR�����P*#��i|e0�U��,�*o��U���/���*[��U��,��N����m�l�x�:�&\}M����)���L2��\%CH�F7�է��ʻB�L���)�j�ƻJ1:%�H߯:=S��۳z�r�m���k���O������媳��7���
-endstream
-endobj
-36 0 obj
-[500 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 500 364 364 364 364 364 364 364 364 500 364 364 364 500 500 364 364 364 364 364 364 364 364 364 364 364 364 364 364 500 364 364 364 500 364 364 364 364 364 364 364 364 364 500 500 364 500 364 500 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364]
-endobj
-37 0 obj
-<< /Length1 6572
-/Length 4433
-/Filter [/FlateDecode]
->>
-stream
-x��X}P[ו��I0$x0<�@���!!	�/!@|���P���
��3�$��MǓm�Yo\w�Y��f����8ٴ�I3n7q3��8�LƓd��n��Ix��=l6mf�Z�}��{���s�=��+!�JCG�m���4Y�����!��Og�����(�e��qLABB�:�O���J�Xy!��	N�g���
	�@%ML�������"�ׄ����?}��
U-
v�BS����t�W�m2:��|��-�o���)��i�F#0O�\�?^x	��<U�tt6��K�X��O����U��\*�+���q���M��JQ܂��>����*ن��{�ME%�1H�9�Y�����c�M������T�AD�@C�Bw1�?�`j����ހU���d&%!�a���-d�]�qȎ8tP1�C�J3�swf�$����B��*�������K�*�]��B�Ak��m��.-�Z�ܜr#2u�\���ɭK���kZ�c��	_�k�I�Ǹ2F�-9
����?�#��P&obR�3)H�Y���֠�2Ym�^�sO�*��������,֗��m(7+*T�L������G�8��opy㝻}q�7���ʽ�>:v�ǽǙ�ql����8c�r{[y��W�븸�����>c\i �:^���^�/}���]��O_.��'�{���>:��
^�a��1�2�P����ܱ���8�D�Et�~g(ɐ��6V��� Y�5������+��q�����!jru:_�<���Yp���:W���kjN����'�{9��w�wp^.�]� |k�ʰ47ϵ�;��<7���x�'�G�� �L]���:�.��>n�Ц_�MG��
<w]^��]}��8�y���~���;�y?�D��W�m��5�Bd|ˀy���;�����f�����:�|b�sy�r��k�����p�Kj4��0�{���巃��#^�w���n�y��c�����sc�`��ZZCF�/�0B�]�����	�Ory_���N�q5��o=xm�닳�-
�,�YD:f���ـBh7z=�Σ+�Mt��I؀�8��g���u�!�|���������HRT(܊��g�)>S��ze�2�<������CBOŽ�C	?J��pK��Hu�A�o`NC�'"d��4%f
��ɷ~�s��Ҹ��"�5U�J|ج����[w�"U��׉�P�������BTܚ|�e��E_b���T`K��l1k������-�
-���w���+,��a��^UZ|`�{�I����ů��7��"�#��.
��]
#�p���e�����QJ�l\E�D��᫑�"���rW0(�L�͜��Y�������Ɔ6�2�����_}�Oy���G�E�D�
��%f�Gffz�������C�-�3)���̪�
{�����KXX�����E�
�B�jnFt�%xԂ,���t���\~�
�ɘ��5�b�f�A)؏��de���I��{���,,��
��(�S�b@
τ���Ls&�'f˙�+��bࢗ9".د3�Kz��m�|������a|�J�6�lZ_�'�f��g�kz�Y�Ս{�5nd�W>vJ|��=�߸�O,ѯ	p~8)ɖe65��\"f
�DHYO������#:�>�lnv>t�9��ġ��Oo��S�y�}t��O��
-�Y�k�Z�F�=��'_�/�N���v����Q��-S�<������C`��N�4�~/�~Z8�4�Ŭ
�4j�	B�f���ǝ���M
M�sO�;1o'y|O����߈�P
�㴤[6ħ�+ss�>7�`����<���������d>�(��^A?�[���Y�w���t�F:�-#��q���4�,�
�*�<��2>�m0$5��S��s�q�a��v
�z�ӥ��7��d�S�ZU�Wg��j}�J���@�F����42���=��Y��A<����Y~��H�r �A�j�Ҳ�Dm>��+�
�2��ӽZ�~
-��Ξ����E�vpSO��.,�:�>@�PA&�Y�/�������fLWk*�7�fX͂������0�y�<��n�a���m�_c�7tO�r�	v_��@|�Y٤@ATZ N!JK�
-Eb
��
UQ�/�Z;�c���-����N��z�ɑU�s��]�֞�a����|���<^�}�U
-�kO��dNA$�$��H
.�,�'6�XE<�ڰ��f�ٵf0��n�6�]L��b@�ɭsL�7DL����rzYHbiyj$.>�62���hc���js�n���,b��\�i*�5�wƚj뫬�����m��eQߓ\5k	h"q��(�_�isWV���w�U�5b壇���أ'�҉?H����A�U���$5�%�]�lkwO�FKM����-�ط[11
-�5���NK':٨��!�
��d� ��=�RW���E�5��t���OT���ډ��gK���h�蔁���-��h�����b3�󸲵�����@`�Lj�}G1Zc���Z�G�Hd�v�
��z	Ux%l��4��R�k��6�T��|n�㏻�
�Ѯ5�k�VGi�؉_����-=ziܨ�-&k=^Q+[ê�Y�[u0��(�����ݽ��Ŏ���t-߿�����z�&��.��2�9�kH��Im�{�/����ժ����#��o�]�)���_��^a�ke����,!��4��s,b����o4��C�j���q_Lm��q�������<� ŽT�2��:�M��U����t4��6O����kcO��2k�?Z��W^��99�nqZ�iZ�2H%3S ��O�ۿ���2۫
-�G�~��V�J~7A<\�o��j(]�o���16�j=`e2��?|�;xkp�͕"ȕ�-9��Ui��Vr��]��``T0�u/
�̵�#��<�~�V�x�@��"��'�r�����m�[��h �oҔ��Ƈ�ᓏ�_��kx6U�Cg�=k%��3�v�a2�
-�|�$��n�/Z�H5��*��k`�D�e�}l���먷m���uw��{8}z^��]��|iy�AsOۦ�v�)[��s�ybQ&��U�O��b�����Bey��������&���5M�xC�e)v)F=�,_��6�6ug��P/�L��Uھ��S
�,�aO��l�LzW���u/�pV~	S_�Q|�t�J��œ�h��&Fhw�ۙv��]�g�y�%~^tÂ����8I(��;�)��%z�g}=��%�O/��]Z�	����VL�0�PجZ���q��n$㫭tL��W���SwGk��b1��vt�t���a[�O��m��ںZ�Bo�U�~���>��ݛ��+��;R��p�_\Ȉ�k!������$S�V~��H=�f���2���J�V��N@ih�L�P6
-�t
-�����p?�h5R�LkP"�2V�;z��i�R�K2͠4��2����i%Je�e:
�1�L��j�Q��B�ʴ�*W�5(M)�k@�QV�4��X�	�����f��X�Xg�6r�圳���ǹܽ����WME����I��3�9�3A�T!p�8i��Xm$���@pf6�pU���Y�����ɹY�4�H`�XlzSe%6��lEt6��1�	�g92‘�L0��F�c{�3�
-�?2�
-ǂ
n:83����Č?BFcQnn6h���2��@x66�>rᘁ�����}G�b�T4��cd��0�
驩��X�?9��0G���C�����:�렮�him�
-���_�m����{��MnwS��W!�E65�(�F��]�%:A8����	���6Ս���D��yP�.�^'jy�<_�����!('��D~�tz0�{ƃ��9���$)����������ya͂�Q*QE�� 㧺���M�:��=
:�
���Z�w�
�U���
�0�pwx�;�X��;3�0��ZI�bE=��a&��ݦ��]
%�	��S|�7��.�@�ɻ@h�GxT6Fwf;�ƨ6d=µ�R!��g�����=�a�`�d��lP�
RI��|Hof�`�$貂�r��E��A�����J�pr_��
�@���H!\{���Bxo����O=��2nx������%�	�����/�(P	�,'�h�Jر�,�#��~,<+L>��C����F_��Hޥv>�pF,F����%�p�͕��Cƅ�L1w
-:�J<��-'�Q�q�#$l�n��
�����]�����`�_�aT�&s0�mZ����������C�k����i�F�7����Q	�o��\��_���Ćj�8QݬN��n���lq�Vx���|/�|
��M:����?D���
-endstream
-endobj
-38 0 obj
-<< /Type /FontDescriptor
-/FontName /760f48+mplus1mn-regular
-/FontFile2 37 0 R
-/FontBBox [0 -270 1000 1025]
-/Flags 4
-/StemV 0
-/ItalicAngle 0
-/Ascent 860
-/Descent -140
-/CapHeight 860
-/XHeight 0
->>
-endobj
-39 0 obj
-<< /Length 1278
-/Filter [/FlateDecode]
->>
-stream
-x�e��n�F�ὮB�tHs&
�@�n��
u{
stԒ +�}���ik��/��y�_�!}������t�~�]�s�����n����V�����yg쾝���+���|����������<.�������÷��}���v)�����[���e���O����/��_��������q����9_ɯ}ഏOm��t������_����LL���v͵�������LJ1w����9�)e���6=n?�[i(�JKiU:J��Sz��2���Qe�L*�E�J��̔Ye�,*+eU�(��N�U�-у�k�5x������5��F^���k�y
^#��k�5x������5��F^���k�y
^#��k�x�������Z�V^���k�Zy-^+��k�x�������Z�V^���k�Zy-^+����ux������u�:�N^�����:y^'����ux������u�:�N^�����:y^'�����x��������z�^^�����zy=^/�����x��������z�^^�����zy=^/o��
x��
o�7�
��Aހ7��y� o��
x��
o�7�
��Aހ7��y� o��x��o�7���j�����o��$�JI�$�$*I$IT�H��$�$QI"I��D�D%�$�JI�$�$*I$IT�D��$�$III��$�$u>�M�&�Iބ7ɛ�&y�$o›�Mx��	o�7�M�&�Iބ7ɛ�&y�U�o�a�[5�j�oS�or��4ۂ�sޮ>,x��/x;����Â�31���x;��
-���J���J��특���x��x��x��+�!Êw��B�x�b�x��+ށ
�r�;��2��k��J�Y�e�Y��7+|��
x�oS��7+[ƛețךyޢoV��浖-㭌���"���R�W�*��4Xq��C�^J�[(��^�1�»�y]���k�}�YM-xe#��e���_y+�h܊7k�:��/����Z�5�dU��l�uz5n��[��eB��&Si|y�(�%q&%+S%�*A����BijPU�6\�h,�(�+L���,��4G�5�<���cD�[˧��*t�[
jj�aij��I��xʪw�g�F��w�ض��R�>���s�h�>�:�O�VR�����P*#��i|e0�U��,�*o��U���/���*[��U��,��N����m�l�x�:�&\}M����)���L2��\%CH�F7�է��ʻB�L���)�j�ƻJ1:%�H߯:=S��۳z�r�m���k���O������媳��7���
-endstream
-endobj
-40 0 obj
-[500 364 500 364 500 364 364 500 500 500 364 364 500 500 500 500 364 364 364 364 364 364 364 364 364 364 500 364 364 364 364 364 364 500 364 500 500 500 500 500 364 500 364 364 500 500 500 500 364 500 500 500 500 500 364 364 364 364 364 364 364 364 364 364 364 500 500 500 500 500 500 500 500 500 364 364 500 500 500 500 500 500 500 500 500 500 500 500 364 500 364 500 364 500 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364]
-endobj
-41 0 obj
-<< /Length1 6532
-/Length 3675
-/Filter [/FlateDecode]
->>
-stream
-x��9l[�y߽GR���-)�GG�H�KI�-ű]զ$�MG�Hڤ��|4��=�v6/�:�c5Y5՞,��A1,O��)��%���:-؊a�2�X�E��e��~�6�
�g�xw�������@=́�Ѡ��om�o
H
-���9DhB��n��ը6��C�m9�P"������/�O���IY�A>��yԯKN_H���t�ϧ9^��MᏰL!�n��m?��������ψ���Og�dh�1�q�|>'���F�f���?\���
�~,�U��}��C8��=��������5�
�A`s%��u���Y[�gPkV޻��)����d(y�|����Y�����unis9E�?;��9��FU6S
q��K�*r�|�܃��˽��� �
- Ԛ��$��xehtt�@�Q��:/D*<�q�)�%�FꧠreuZ��X��wq{��p(81>6:�̉�q�����w;���/9|��O��������dG��nG[Kc��V�����Ze1�D�@�W�Ũ��M��p�%	�&BL�H�m��i��ѭ�n�L�'�.K��%���A_W'�JT��G����x�y����~�æ�lC��@
�mIy�Nbԫ�fSEõ��jk�A����jj�EH�#�Ȟ����%
��ذ������x��iu8�]�~�^�pr��eP��&i��/ӥ�w�W��0s�ť��\De�-��b�[z�S�+y��/��g�蝒ǫ;�����8��!�nn�K���t��?�J�
����0Ї�-}�cEy�47)Q�T\��+�a���r靗[uߕ�n���c�����c�و.��hJF
-��I�C���hEf�al�@`80�����n�DD���q
-��7��rFu!�8�V8Maƙ�p��cf3�uS�?.y1�/���$����THv���V�T��@��\��W�x���jmV���T�v��^�>n�
:����av��7f�fS-h�vu���r�C��A�-9�.�s����=<}�K����z>�[�t0�U5�qP������62����M39�����h
-���#oCO��R/m��腨�n�5��-F�	�-��]���V���Q�lQb4��F��;]EA)0~:r�p��`�L����H�ֲ\����J#B�EA;�
i�[��݊Վ��T���h��BE���R��1��Ũ�-���5C���p�#�(��N
��5�,
��؎��4�I,�-,�4")RTJQ�=asc��1���c�5��,8�]AX0u��usp�!�������6-Z�@�ȌK�A@��:���>���O
-�b$����_1�%����8hQ�NjR0�ǥ���"k;H 4�Չ���D.�/�������v|�^EnD�
D��@^�m��N�B�,M b��o�
�8��	�Z&�i�
-��ԲP��+4
i�2��i�`�ZRc<�4�����T1ek�1"�#:��bt��KD���5�2��J�~�я��F�•A�IW�E�W���ߙ���	�H#�����U ;��)oaK���F	�˄�;p?6V
-�%�R��K���Zxl����+kdn�����#;�՝��(��
[Bl��C�ԡL-���q(kI
Ҫ�d5��u��>XQ�F��V+XE�Ư�1bF;&�E�#� �����X8������﷬���*∌V�Y����"y-���G�ov��Jm�;$x����r�c���mC㷉�}���&�[=���GH�𿊥����Ѷ��$���]��zu��׈���ׄ�K���k�k��D�j���:w�T��x,����E[$���E��H�����[���`ze���[��3Å�o��Ȏ6
�٧�CYq'i	?���Ve*�YЍ��d����J�f��Mq)¾�;�F\���Y�g����6��&t�&�$����TS�o�I�ɱ���hx%|+�6��>		��PM��!b���zZ��=M�b�{la��
-�!�n�e��Vl�61/�[�
-&��\31�e��R(�t��J��{V'��� k��u�e§��,����y��#zlW4��p3`
���f����9y!�Y�yq'���T�
oT���Z�pF%g�3(��¦,��v��(gQ�+8�L�ɆSكD����H��,��#����7�?���j:���WJ�ְ���x���k�Z
ރ�I�9�O�ݧ���|������?��|�7X�wk
��e~
-�u[/��<d�3��7����:-��p	��n�v�K��{_!�`���,�M���M!P�����x�����u���x��Fk
�!�MN��)v��R~�yA�A�7߼��TZ��}X6��u�V��c��)�*�,��~_������ 4
-VK����C�?	�l��ʃ��}�O�?B��%�5�2}$<%��/,�^(M����_h��><�*7T�ݴ{
�GB�]s	���o�����S�S�%aR,���ٶH�;��=�s����i�������Aarq*����H���)��Y�����9>��%��8�s�"��7STn�j+�zt؀E�n6��W
،�$
؂�eՀ�`7��2l�=�=��Y�c�5�
g���w�o���;�o#
R�v
-����j��`��0�F�
P/�
X�#��l�F1b�fh�
�
-<bŦ�$�Ȁ�a���
��s��\GM�\}��0�m�wM�p=�V}s0���O'S=�o�
:��&���Lu���i:�X*�PT%?�ĻG�Z��|:1�$�r��l&�]ȡʌ�Lg���n�l@'����f���}'�+J��ɘRio�Z^�+3r�y�Mlv���B�(j:��!E��ȚLS錆�t%N'/�u�xYXC�厸\�Ν�N�����3����P8��Ğ1Թ��t6�B�}ٌF�لvN�+l��)%�★L\�S-�Р��)�����@'݈��n�`c��ӓ�
EI9Cw��?�����Nz�
�����������tpt���GG����(
�G<�TI�;y����U��<M���,TAEy��4�-�D�)S�Dz�N˙dAN�,rJ~&���`�2q��LZ�5�'��J>��u![��Z´j�6�Jԩ|:���jz�;�O�F}'`����yH��M��>؏-�!�f�>
-b~|OL�^�Џ�i�'ֵT�)�+hk�8J�����B���x�1�$�a�AF�3��p��Gy��$Q6�-�w}���NrHE�Y�8�n���M�iUCI�T�xy|/P�H<t�_���%=<2,V̫b2�z�ո/)nC3��U��(L�-���-�5�r7ω�2G�w�9�t���̺��,ʺWP�eX�"�`��F߰�"�������lX�}\^�b���
-�����i���u��Y@8γ�f��A��	�G���-�Ol�Љ����<��������D�4ÿ�M���qyރS�8Ø�
-�0zƞ����'�A�^�;���p����p���{m����d�m�*G'ϱ��<_	*�1��1�T�ʪb�D�_ŕb��[r�r�)��$��9�w��W�3�=�ᱬdD5�7�?���v����Y��Y�]�V�>�ʻU�
�z�~P�c��?���o�س9&��"���R�}�=�����5��dazZ��_KVJ%�(%��
-endstream
-endobj
-42 0 obj
-<< /Type /FontDescriptor
-/FontName /b1eed4+NotoSerif
-/FontFile2 41 0 R
-/FontBBox [-212 -250 1246 1047]
-/Flags 6
-/StemV 0
-/ItalicAngle 0
-/Ascent 1068
-/Descent -292
-/CapHeight 1462
-/XHeight 1098
->>
-endobj
-43 0 obj
-<< /Length 228
-/Filter [/FlateDecode]
->>
-stream
-x�]��n� ��<����"A�Ni�.9l���
�i
D�!o?C�N�����Џ�yx�/�?r4#p>،kܲA�p����7�Z7�N�<�k�e.�����������	��_�������Hz�R��C��)=��ӻ^x�N�%ߗ�D���מD��-��פ
ffd��tN1��%n���Ug&-vu{%�>7��W����l9S�v�����
�J1U��/}�p0
-endstream
-endobj
-44 0 obj
-[259 354 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500]
-endobj
-xref
-0 45
-0000000000 65535 f 
-0000000015 00000 n 
-0000000243 00000 n 
-0000000445 00000 n 
-0000000502 00000 n 
-0000000553 00000 n 
-0000000825 00000 n 
-0000018677 00000 n 
-0000019078 00000 n 
-0000019247 00000 n 
-0000019411 00000 n 
-0000019585 00000 n 
-0000019631 00000 n 
-0000019680 00000 n 
-0000019760 00000 n 
-0000019929 00000 n 
-0000020101 00000 n 
-0000020273 00000 n 
-0000020438 00000 n 
-0000020512 00000 n 
-0000020662 00000 n 
-0000020835 00000 n 
-0000020880 00000 n 
-0000020923 00000 n 
-0000021196 00000 n 
-0000021469 00000 n 
-0000027836 00000 n 
-0000028053 00000 n 
-0000029407 00000 n 
-0000030321 00000 n 
-0000038018 00000 n 
-0000038230 00000 n 
-0000039584 00000 n 
-0000040498 00000 n 
-0000043101 00000 n 
-0000043309 00000 n 
-0000044663 00000 n 
-0000045577 00000 n 
-0000050100 00000 n 
-0000050311 00000 n 
-0000051665 00000 n 
-0000052579 00000 n 
-0000056344 00000 n 
-0000056556 00000 n 
-0000056859 00000 n 
-trailer
-<< /Size 45
-/Root 2 0 R
-/Info 1 0 R
->>
-startxref
-57773
-%%EOF
diff --git a/docs/actions/QueryAction.adoc b/docs/actions/QueryAction.adoc
index 13ebf822..48ab2450 100644
--- a/docs/actions/QueryAction.adoc
+++ b/docs/actions/QueryAction.adoc
@@ -1,34 +1,45 @@
 == QueryAction
 include::../variables.adoc[]
 
-The `*QueryAction*` is the basic action that is used to get records from a {link-table}.
+The `*QueryAction*` is the basic action that is used to get records from a {link-table}, generally according to a <<QQueryFilter,Filter>>.
 In SQL/RDBMS terms, it is analogous to a `SELECT` statement, where 0 or more records may be found and returned.
 
 === Examples
 ==== Basic Form
 [source,java]
 ----
-QueryInput input = new QueryInput(qInstance);
-input.setSession(session);
+QueryInput input = new QueryInput();
 input.setTableName("orders");
 input.setFilter(new QQueryFilter()
    .withCriteria(new QFilterCriteria("total", GREATER_THAN, new BigDecimal("3.50")))
-   .withOrderBy(new QFilterOrderBy("orderDate", false))
-);
+   .withOrderBy(new QFilterOrderBy("orderDate", false)));
 QueryOutput output = new QueryAction.execute(input);
 List<QRecord> records = output.getRecords();
 ----
 
+=== Details
+`QueryAction`, in general, can be called in two different modes:
+
+. The most common use-case case, and default, fetches all records synchronously, does any post-processing (as requested in the <<QueryInput>>), and returns all records as a list in the <<QueryOutput>>).
+. The alternative use-case is meant for larger operations, where one wouldn't want all records matching a query in-memory.
+For this scenario, a `RecordPipe` object can be passed in to the <<QueryInput>>.
+This causes `QueryAction` to run its post-processing action on records as they are placed into the pipe, and to potentially block (per the pipe's settings).
+This method of usage needs to be done on a separate thread from another thread which would be consuming records from the pipe.
+QQQ's `AsyncRecordPipeLoop` class provides an implementation of doing such a dual-threaded job.
+
+If the {link-table} has a `POST_QUERY_CUSTOMIZER` defined, then after records are fetched from the backend, that code is executed on the records before they leave the `QueryAction` (either through its `QueryOutput` or `RecordPipe`).
+
 === QueryInput
 * `table` - *String, Required* - Name of the table being queried against.
-* `filter` - *QQueryFilter object* - Specification for what records should be returned, based on *QFilterCriteria* objects, and how they should be sorted, based on *QFilterOrderBy* objects.
+* `filter` - *<<QQueryFilter>> object* - Specification for what records should be returned, based on *<<QFilterCriteria>>* objects, and how they should be sorted, based on *<<QFilterOrderBy>>* objects.
+If a `filter` is not given, then all rows in the table will be returned by the query.
 * `skip` - *Integer* - Optional number of records to be skipped at the beginning of the result set.
 e.g., for implementing pagination.
 * `limit` - *Integer* - Optional maximum number of records to be returned by the query.
 * `transaction` - *QBackendTransaction object* - Optional transaction object.
 ** Behavior for this object is backend-dependant.
 In an RDBMS backend, this object is generally needed if you want your query to see data that may have been modified within the same transaction.
-* `recordPipe` - *RecordPipe object* - Optional object that records are placed into, for asynchronous processing.
+* `recordPipe` - *RecordPipe object* - Optional pipe object that records are placed into, for asynchronous processing.
 ** If a *recordPipe* is used, then records cannot be retrieved from the *QueryOutput*.
 Rather, such records must be read from the pipe's `consumeAvailableRecords()` method.
 ** A *recordPipe* should only be used when a *QueryAction* is running in a separate Thread from the record's consumer.
@@ -36,18 +47,21 @@ Rather, such records must be read from the pipe's `consumeAvailableRecords()` me
 (e.g., to provide text translations in the generated records' `displayValues` map).
 ** For example, if running a query to present results to a user, this would generally need to be *true*.
 But if running a query to provide data as part of a process, then this can generally be left as *false*.
-* `shouldGenerateDisplayValues` - *boolean, default: false* - Controls whether if field level *displayFormats* should be used to populate the generated records' `displayValues` map.
+* `shouldGenerateDisplayValues` - *boolean, default: false* - Controls whether field level *displayFormats* should be used to populate the generated records' `displayValues` map.
 ** For example, if running a query to present results to a user, this would generally need to be *true*.
 But if running a query to provide data as part of a process, then this can generally be left as *false*.
-* `queryJoins` - *List of QueryJoin objects* - Optional list of tables to be joined with the main *table* specified in the *QueryInput*.
+* `shouldFetchHeavyFields` - *boolean, default: true* - Controls whether or not fields marked as `isHeavy` should be fetched & returned or not.
+* `shouldOmitHiddenFields` - *boolean, default: true* - Controls whether or not fields marked as `isHidden` should be included in the result or not.
+* `shouldMaskPassword` - *boolean, default: true* - Controls whether or not fields with `type` = `PASSWORD` should be masked, or if their actual values should be returned.
+* `queryJoins` - *List of <<QueryJoin>> objects* - Optional list of tables to be joined with the main table being queried.
 See QueryJoin below for further details.
 
 ==== QQueryFilter
-A key component of *QueryInput*, a *QQueryFilter* defines both what records should be included in a query's results (e.g., an SQL `WHERE`), as well as how those results should be sorted (SQL `ORDER BY`).
+A key component of *<<QueryInput>>*, a *QQueryFilter* defines both what records should be included in a query's results (e.g., an SQL `WHERE`), as well as how those results should be sorted (SQL `ORDER BY`).
 
-* `criteria` - *List of QFilterCriteria* - Individual conditions or clauses to filter records.
+* `criteria` - *List of <<QFilterCriteria>>* - Individual conditions or clauses to filter records.
 They are combined using the *booleanOperator* specified in the *QQueryFilter*.  See below for further details.
-* `orderBys` - *List of QFilterOrderBy* - List of fields (and directions) to control the sorting of query results.
+* `orderBys` - *List of <<QFilterOrderBy>>* - List of fields (and directions) to control the sorting of query results.
 In general, multiple *orderBys* can be given (depending on backend implementations).
 * `booleanOperator` - *Enum of AND, OR, default: AND* - Specifies the logical joining operator used among individual criteria.
 * `subFilters` - *List of QQueryFilter* - To build arbitrarily complex queries, with nested boolean logic, 0 or more *subFilters* may be provided.
@@ -69,7 +83,7 @@ In general, multiple *orderBys* can be given (depending on backend implementatio
     )));
 
 // which would generate the following WHERE clause in an RDBMS backend:
-   WHERE (first_name='James' AND last_name='Maes') OR (first_name='Darin' AND last_name='Kelkhoff')
+// WHERE (first_name='James' AND last_name='Maes') OR (first_name='Darin' AND last_name='Kelkhoff')
 ----
 
 ===== QFilterCriteria
@@ -79,19 +93,19 @@ In general, multiple *orderBys* can be given (depending on backend implementatio
 * `operator` - *Enum of QCriteriaOperator, required* - Comparison operation to be applied to the field specified as *fieldName* and the *values* or *otherFieldName*.
 ** e.g., `EQUALS`, `NOT_IN`, `GREATER_THAN`, `BETWEEN`, `IS_BLANK`, etc.
 * `values` - *List of values, conditional* - Provides the value(s) that the field is compared against.
-The number of values (0, 1, 2, or more) be driven based on the *operator* being used.
+The number of values (0, 1, 2, or more) required are based on the *operator* being used.
 If an *otherFieldName* is given, and the *operator* expects 1 value, then *values* is ignored, and *otherFieldName* is used.
 * `otherFieldName` - *String, conditional* - Specifies that the *fieldName* should be compared against another field in the records, rather than the values in the *values* property.
 Only used for *operators* that expect 1 value (e.g., `EQUALS` or `LESS_THAN_OR_EQUALS` - not `IS_NOT_BLANK` or `IN`).
 
-QFilterCriteria definition examples:
 [source,java]
+.QFilterCriteria definition examples:
 ----
-// one-liners, via constructors that take (List<Serializable> values) or (Serializable... values) in 3rd position
-new QFilterCriteria("id", IN, List.of(1, 2, 3))
+// in-line, via constructors that take (List<Serializable> values) or (Serializable... values) as 3rd arg
+new QFilterCriteria("id", IN, 1, 2, 3)
 new QFilterCriteria("name", IS_BLANK)
 new QFilterCriteria("orderNo", IN, orderNoList)
-new QFilterCriteria("state", EQUALS, "MO");
+new QFilterCriteria("state", EQUALS, "MO")
 
 // long-form, with fluent setters
 new QFilterCriteria()
@@ -105,7 +119,7 @@ new QFilterCriteria()
    .withOpeartor(QCriteriaOperator.EQUALS)
    .withOtherFieldName("lastName");
 
-// using otherFieldName to build a criterion that looks at two fields from join tables
+// using otherFieldName to build a criterion that looks at two fields from two different join tables
 new QFilterCriteria()
    .withFieldName("billToCustomer.lastName")
    .withOpeartor(QCriteriaOperator.NOT_EQUALS)
@@ -118,9 +132,9 @@ new QFilterCriteria()
 ** Or, in the case of a query with *queryJoins*, a qualified name of a field from a join-table (where the qualifier would be the joined table's name or alias, followed by a dot)
 * `isAscending` - *boolean, default: true* - Specify if the sort is ascending or descending.
 
-QFilterCriteria definition examples:
 
 [source,java]
+.QFilterOrderBy definition examples:
 ----
 // short-form, via constructors
 new QFilterOrderBy("id") // isAscending defaults to true.
@@ -129,7 +143,7 @@ new QFilterOrderBy("name", false)
 // long-form, with fluent setters
 new QFilterOrderBy()
    .withFieldName("birthDate")
-   .withIsAscending(true);
+   .withIsAscending(false);
 ----
 
 ==== QueryJoin
@@ -147,9 +161,8 @@ If given, must be used as the part before the dot in field name specifications t
 If *true*, then the `QRecord` objects returned by this query will have values with corresponding to the (table-or-alias `.` field-name) form.
 * `type` - *Enum of INNER, LEFT, RIGHT, FULL, default: INNER* - specifies the SQL-style type of join being performed.
 
-QueryJoin definition examples:
-
 [source,java]
+.QueryJoin definition examples:
 ----
 // selecting from an "orderLine" table - then join to its corresponding "order" table
 queryInput.withTableName("orderLine");
diff --git a/docs/docinfo.html b/docs/docinfo.html
index f3e5ce05..495a77eb 100644
--- a/docs/docinfo.html
+++ b/docs/docinfo.html
@@ -1,27 +1,6 @@
-<!--
-  ~ QQQ - Low-code Application Framework for Engineers.
-  ~ Copyright (C) 2021-2022.  Kingsrook, LLC
-  ~ 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
-  ~ contact@kingsrook.com
-  ~ https://github.com/Kingsrook/
-  ~
-  ~ This program is free software: you can redistribute it and/or modify
-  ~ it under the terms of the GNU Affero General Public License as
-  ~ published by the Free Software Foundation, either version 3 of the
-  ~ License, or (at your option) any later version.
-  ~
-  ~ This program is distributed in the hope that it will be useful,
-  ~ but WITHOUT ANY WARRANTY; without even the implied warranty of
-  ~ MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-  ~ GNU Affero General Public License for more details.
-  ~
-  ~ You should have received a copy of the GNU Affero General Public License
-  ~ along with this program.  If not, see <https://www.gnu.org/licenses/>.
-  -->
-
 <style>
-   pre
+   .sect2 + .sect2
    {
-      white-space: pre;
+      border-top: 1px solid #e7e7e9;
    }
 </style>
\ No newline at end of file
diff --git a/docs/implementations/TableSync.adoc b/docs/implementations/TableSync.adoc
new file mode 100644
index 00000000..5119dae1
--- /dev/null
+++ b/docs/implementations/TableSync.adoc
@@ -0,0 +1,406 @@
+== TableSyncProcess
+include::../variables.adoc[]
+
+The `TableSyncProcess` is designed to help solve the common use-case where you have a set of records in one table,
+you want to apply a transformation to them, and then you want them to result in records in a different table.
+
+=== Sample Scenario
+For example, you may be receiving an import file feed from a partner - say, a CSV file of order records
+- that you need to synchronize into your local database's orders table.
+
+=== High Level Steps
+At a high-level, the steps of this task are:
+
+1. Get the records from the partner's feed.
+2. Decide Insert/Update - e.g., if you already have any of these orders in your database table, in which case, they need updated, versus ones
+you don't have, which need inserted.
+3. Map fields from the partner's order record to your own fields.
+4. Store the necessary records in your database (insert or update).
+
+=== What you need to tell QQQ
+`TableSyncProcess`, as defined by QQQ, knows how to do everything for a job like this, other than the part that's unique to your business.
+Those unique parts that you need to tell QQQ are:
+
+* What are the source & destination tables?
+* What are the criteria to identify source records to be processed?
+* What are the key fields are that "link" together records from the source & destination tables?
+** For the example above, imagine you have a "partnerOrderNo" field in your database's order table - then you'd need
+to tell QQQ what field in the partner's table provides the value for that field in your table.
+* How do fields / values from the source table map to fields & values in the destination table?
+
+=== Detailed Steps
+To get more specific, in a QQQ `TableSyncProcess`, here's what happens for each of the high-level steps given above:
+
+* Getting records from the partner's feed (done by QQQ):
+** Records from the source will be fetched via an Extract step, which runs a query to find the records that need processing.
+** Depending on your use-case, you may use an `ExtractViaQueryStep` (maybe with a Table Automation) or `ExtractViaBasepullQueryStep`
+(e.g., if you are polling a remote data source).
+* Deciding Insert/Update (done by QQQ):
+** Given  a set of records from the source table (e.g., output of the Extract step mentioned above), get values from the "key" field in that table.
+** Do a lookup in the destination table, where its corresponding "key" field has the values extracted from the source records.
+** For each source record, if its "key" was found in the destination table, then plan an update to that existing corresponding
+destination record; else, plan to insert a new record in the destination table.
+* Mapping values (done by your custom Application code):
+** Specifically, mapping is done in a subclass of `AbstractTableSyncTransformStep`, in the `populateRecordToStore` method.
+Of particular interest are these two parameters to that method:
+*** `QRecord destinationRecord` - as determined by the insert/update logic above, this will either be a
+new empty record (e.g., for inserting), or a fully populated record from the destination table (for updating).
+*** `QRecord sourceRecord` - this is the record being processed, from the source table.
+** This method is responsible for setting values in the `destinationRecord`, and returning that record
+(unless it has decided that for some reason the record should _not_ be stored, in which case it may return `null`).
+* Storing the records (done by QQQ):
+** This is typically done with the `LoadViaInsertOrUpdateStep`, though it is customizable if additional work is needed (e.g., via a
+subclass of `LoadViaInsertOrUpdateStep`, or a more custom subclass of `AbstractLoadStep`).
+
+=== Bare-bones Example
+For this example, let's assume we're setting up a partner-order-feed as described above, with the following details:
+
+* We have records from a partner in a table named `"partnerOrderImport"` (let's assume the records may have been created
+using the QQQ `FilesystemImporter` process).
+These records have the following fields:
+** `orderNo, date, city, state, postal, whseNo`
+* We need to synchronize those records with table in our database named `"order"`, with the following fields corresponding to those from the partner:
+** `partnerOrderNo, orderDate, shipToCity, shipToState, shipToZipCode, warehouseId`
+* The same conceptual order may appear in the `"partnerOrderImport"` multiple times, e.g., if they update some data on the order and re-transmit it to us.
+Meaning, we need to update our `"order"` records when we receive a new version an existing order.
+
+To use `*TableSyncProcess*` for solving this use-case, we'll need to create 2 things:
+
+1. A `QProcessMetaData` object, which we can create using the builder object provided by class `TableSyncProcess`.
+Note that this type of process is specialization of the standard QQQ `StreamedETLWithFrontendProcess`, as described elsewhere in this documentation.
+2. A subclass of `AbstractTableSyncTransformStep`, where we implement our mapping logic.
+Again, note that `AbstractTableSyncTransformStep` is a subclass of `AbstractTransformStep`, as used by `StreamedETLWithFrontendProcess`.
+
+And to be good programmers, we'll actually create a 3rd thing:
+
+[start=3]
+. A unit test for our Transform step.
+
+Here are examples of these pieces of code:
+
+[source,java]
+.Example of building process using the TableSyncProcess builder:
+----
+// the false argument below tells the build we are not a basepull-style process
+QProcessMetaData processMetaData = TableSyncProcess.processMetaDataBuilder(false)
+
+    // give our process a unique name within our QInstance
+    .withName("partnerOrderToLocalOrderProcess")
+
+    // tell the process to what class to use for transforming records from source to destination
+    .withSyncTransformStepClass(PartnerOrderToOrderTransformStep.class)
+
+    .getProcessMetaData();
+----
+
+[source,java]
+.Example implementation of an AbstractTableSyncTransformStep
+----
+public class PartnerOrderToOrderTransformStep extends AbstractTableSyncTransformStep
+{
+   @Override
+   protected SyncProcessConfig getSyncProcessConfig()
+   {
+      return (new SyncProcessConfig(
+         "partnerOrderImport", // source tableName
+         "orderNo",            // source table key fieldName
+         "order",              // destination tableName
+         "partnerOrderNo"      // destination table foreign key fieldName
+      ));
+   }
+
+   @Override
+   public QRecord populateRecordToStore(RunBackendStepInput runBackendStepInput, QRecord destinationRecord, QRecord sourceRecord) throws QException
+   {
+      // map simple values from source table to destination table
+      destinationRecord.setValue("orderDate", sourceRecord.get("date"));
+      destinationRecord.setValue("shipToAddressCity", sourceRecord.get("city"));
+      destinationRecord.setValue("shipToAddressState", sourceRecord.get("state"));
+      destinationRecord.setValue("shipToAddressZipCode", sourceRecord.get("postal"));
+      return (destinationRecord);
+   }
+
+}
+----
+
+[source,java]
+.Example Unit Test for a transform step
+----
+   @Test
+   void testTransformStep()
+   {
+      // insert 1 test order, that will be updated by the transform step
+      Integer existingId = new InsertAction().execute(new InsertInput("order").withRecords(List.of(
+         new QRecord().withValue("partnerOrderNo", 101).withValue("shipToState", "IL")
+      ))).getRecords().get(0).getValueInteger("id");
+
+      // set up input for the step - a list of 2 of the partner's orders
+      RunBackendStepInput input = new RunBackendStepInput();
+      input.setRecords(List.of(
+         new QRecord().withValue("orderNo", 101).withValue("state", "NY"), // will update the order above
+         new QRecord().withValue("orderNo", 102).withValue("state", "CA")  // will insert a new order
+      ));
+      RunBackendStepOutput output = new RunBackendStepOutput();
+
+      // run the code under test - our transform step
+      new PartnerOrderToOrderTransformStep().run(input, output);
+
+      // Note that by just running the transform step, no records have been stored.
+      // We can assert against the output of this step.
+
+      assertEquals(existingId, output.getRecords().get(0).getValue("id"));
+      assertEquals(101, output.getRecords().get(0).getValue("partnerOrderNo"));
+      assertEquals("NY", output.getRecords().get(0).getValue("shipToState"));
+
+      assertNull(output.getRecords().get(1).getValue("id"));
+      assertEquals(102, output.getRecords().get(1).getValue("partnerOrderNo"));
+      assertEquals("CA", output.getRecords().get(1).getValue("shipToState"));
+   }
+
+   @Test
+   void testFullProcess()
+   {
+      // todo! :)
+   }
+----
+
+=== Pseudocode process flow
+Now that we've seen the bare-bones example, let's see an even more detailed breakdown of how a full `TableSyncProcess` works,
+by looking at its 3 "ETL" steps in pseudocode:
+
+==== ExtractStep (Producer Thread)
+
+* Queries source table for records
+** Often based on Table Automations (e.g., for all newly inserted records) or Basepull pattern (polling for new/updated records).
+
+==== TransformStep (Consumer Thread)
+
+* Receives pages of records from `ExtractStep` in the `run` method.
+* Makes `sourceKeyList` by getting `sourceTableKeyField` values from the records.
+* Calls `initializeRecordLookupHelper(runBackendStepInput, sourceRecordList)`
+** Calls `getLookupsToPreLoad` to control which lookups are performed.
+* Calls `getExistingRecordsByForeignKey(runBackendStepInput, destinationTableForeignKeyField, destinationTableName, sourceKeyList);`
+** Calls `getExistingRecordQueryFilter(runBackendStepInput, sourceKeyList)` as part of querying the `destinationTable`
+** Returns the output of `buildExistingRecordsMap(destinationTableForeignKeyField, queryOutput.getRecords())`
+* foreach input record (from `sourceTable`):
+** Calls `getExistingRecord(existingRecordsByForeignKey, destinationForeignKeyField, sourceKeyValue)`
+** if an existing record was returned (and if the syncConfig says `performUpdates`), this record is set as `recordToStore`
+** else if no existing record was returned (and if the syncConfig says `performInserts`), a new record is set as `recordToStore`
+** else continue the foreach.
+** call `populateRecordToStore(runBackendStepInput, recordToStore, sourceRecord)`
+** if a record is returned it is added to the process step output (to be stored in the LoadStep)
+
+==== LoadStep (Consumer Thread)
+
+* Receives records from the output of the `TransformStep`.
+* Inserts and/or Updates `destinationTable`, with records returned by `populateRecordToStore`
+
+=== Additional Process Configuration Examples
+The following examples show how to use additional settings in the `TableSyncProcess` builder.
+
+==== UI
+While a `TableSyncProcess` will often run via a schedule and/or automation, we may also want to allow users
+to manually run it in a UI.
+
+[source,java]
+.Making our process available for a UI
+----
+QProcessMetaData processMetaData = TableSyncProcess.processMetaDataBuilder(true)
+    .withName("partnerOrderToLocalOrderProcess")
+    .withSyncTransformStepClass(PartnerOrderToOrderTransformStep.class)
+
+    // attach our process to its source table, to show up in UI
+    .withTableName("partnerOrderImport")
+
+    // add some fields to display on the review screen, in UI
+    .withReviewStepRecordFields(List.of(
+       new QFieldMetaData("clientId", QFieldType.STRING).withLabel("Client"),
+       new QFieldMetaData("warehouseId", QFieldType.STRING).withLabel("Warehouse"),
+       new QFieldMetaData("partnerOrderNo", QFieldType.STRING)))
+    .getProcessMetaData();
+----
+
+==== Basepull
+The previous example would work as a Table Automation (e.g., where the list of records identified in the
+Extract step were determined by the Automation system).
+However, a second common pattern is to use `Basepull` (e.g., if polling for updated records from a partner API endpoint).
+
+[source,java]
+.Configuring our process as a Basepull
+----
+// the true argument below tells the build we ARE a basepull-style process
+// this changes the default extract-step.
+QProcessMetaData processMetaData = TableSyncProcess.processMetaDataBuilder(false)
+    .withName("partnerOrderToLocalOrderProcess")
+    .withSyncTransformStepClass(PartnerOrderToOrderTransformStep.class)
+
+    // See Basepull documentation for details
+    .withBasepullConfiguration(new BasepullConfiguration())
+
+    // schedule our process to run automatically every minute
+    .withSchedule(new QScheduleMetaData().withRepeatSeconds(60))
+
+    .getProcessMetaData();
+----
+
+=== Additional Options in the Transform Step
+
+==== Specifying to not perform Inserts or not perform Updates
+We may have a scenario where we want our sync process to never update records if the key is already found in the destination table.
+We can configure this with an additional optional parameter to the `SyncProcessConfig` constructor:
+
+[source,java]
+.Specifying to not do updates in a TableSyncProcess
+----
+   @Override
+   protected SyncProcessConfig getSyncProcessConfig()
+   {
+      return (new SyncProcessConfig("partnerOrderImport", "orderNo", "order", "partnerOrderNo",
+         true,  // performInserts
+         false  // performUpdates
+      ));
+   }
+----
+
+Similarly, we may want to disallow inserts from a particular sync process.
+The `performInserts` argument to the `SyncProcessConfig` constructor lets us do that:
+
+[source,java]
+.Specifying to not do inserts in a TableSyncProcess
+----
+   @Override
+   protected SyncProcessConfig getSyncProcessConfig()
+   {
+      return (new SyncProcessConfig("partnerOrderImport", "orderNo", "order", "partnerOrderNo",
+         false, // performInserts
+         true   // performUpdates
+      ));
+   }
+----
+
+==== Customizing the query for existing records
+
+In some cases, a specific Table Sync process may need to refine the query filter that is used
+to lookup existing records in the destination table (e.g. for determining insert vs. update).
+
+For example, in our orders-from-a-partner scenario, if we have more than 1 partner sending us orders,
+where there could be overlapping orderNo values among them - we may have an additional field in our
+orders table to identify which partner an order came from.
+So then when we're looking up orders by `partnerOrderNo`, we would need to also include the `partnerId` field
+in our query, so that we only update orders from the specific partner that we're dealing with.
+
+To do this (to customize the existing record query filter), we need can just override the method `getExistingRecordQueryFilter`.
+Generally we would start by calling the `super` version of the method, and then add to it additional criteria.
+
+[source,java]
+.Customizing the query filter used to look for existing records
+----
+   /*******************************************************************************
+    ** Define the query filter to find existing records.  e.g., for determining
+    ** insert vs. update.  Subclasses may override this to customize the behavior,
+    ** e.g., in case an additional field is needed in the query.
+    *******************************************************************************/
+   protected QQueryFilter getExistingRecordQueryFilter(RunBackendStepInput runBackendStepInput, List<Serializable> sourceKeyList)
+   {
+      QQueryFilter filter = super.getExistingRecordQueryFilter(runBackendStepInput, sourceKeyList);
+      filter.addCriteria(new QFilterCriteria("partnerId", EQUALS, PARTNER_ID));
+      return (filter);
+   }
+----
+
+==== More efficient additional record lookups
+
+It is a common use-case to need to map various ids from a partner's system to ids in your own system.
+For the orders example, we might need to know what warehouse the order is shipping from.
+The customer may send their identifier for the warehouse, and we may need to map those identifiers to our own warehouse ids.
+
+The QQQ-provided class `RecordLookupHelper` exists to help with performing lookups like this,
+and in particular, it can be used to execute one query to fetch a full table, storing records
+by a key field, then returning those records without performing additional queries.
+
+`AbstractTableSyncTransformStep` has a protected `recordLookupHelper` member.
+If we override the method `getLookupsToPreLoad()`, then this object is
+populated by calling its `preloadRecords` method with each specified pair of tableNames and fieldNames.
+
+[source,java]
+.Specifying tables to pre-load using a RecordLookupHelper
+----
+   /*******************************************************************************
+    ** Specify a list of tableName/keyColumnName pairs to run through
+    ** the preloadRecords method of the recordLookupHelper.
+    *******************************************************************************/
+   @Override
+   protected List<Pair<String, String>> getLookupsToPreLoad()
+   {
+      return (List.of(
+         Pair.of("warehouse", "partnerWarehouseNo")
+      ));
+   }
+----
+
+If we have preloaded some lookups, we can then use them in our `populateRecordToStore` method as follows:
+[source,java]
+.Using the recordLookupHelper in populateRecordToStore
+----
+   // lookup warehouse with partnerWarehouseNo=whseNo from partner, and use our id in destination record
+   String partnerWarehouseNo = sourceRecord.getValue("whseNo");
+   Integer warehouseId = recordLookupHelper.getRecordId("warehouse", "partnerWarehouseNo", whseNo, Integer.class);
+   destinationRecord.setValue("warehouseId", warehouseId);
+----
+
+==== Additional override points
+
+There are more methods which can be overridden in your `AbstractTableSyncTransformStep` subclass,
+to provide further customizations of behaviors, specifically in the area of dealing with existing
+records (e.g., the insert/update use-case).
+[source,java]
+.Additional AbstractTableSyncTransformStep overrides
+----
+
+   /*******************************************************************************
+    ** Run the existingRecordQueryFilter - to look in the destinationTable for
+    ** any records that may need an update (rather than an insert).
+    **
+    ** Generally returns a Map, keyed by a Pair of the destinationTableForeignKeyField
+    ** and the value in that field.  But, for more complex use-cases, one can override
+    ** the buildExistingRecordsMap method, to make different keys (e.g., if there are
+    ** two possible destinationTableForeignKeyFields).
+    *******************************************************************************/
+   protected Map<Pair<String, Serializable>, QRecord> getExistingRecordsByForeignKey
+   (
+      RunBackendStepInput runBackendStepInput,
+      String destinationTableForeignKeyField,
+      String destinationTableName,
+      List<Serializable> sourceKeyList
+   ) throws QException;
+
+
+   /*******************************************************************************
+    ** Overridable point where you can, for example, keys in the existingRecordsMap
+    ** with different fieldNames from the destinationTable.
+    **
+    ** Note, if you're overriding this method, you'll likely also want & need to
+    ** override getExistingRecord.
+    *******************************************************************************/
+   protected Map<Pair<String, Serializable>, QRecord> buildExistingRecordsMap
+   (
+      String destinationTableForeignKeyField,
+      List<QRecord> existingRecordList
+   );
+
+   /*******************************************************************************
+    ** Given the map of existingRecordsByForeignKey (as built by
+    ** getExistingRecordsByForeignKey which calls buildExistingRecordsMap),
+    ** get one record from that map, for a given key-value from a source record.
+    **
+    ** The destinationForeignKeyField is given as advice if needed (e.g., to see its type)
+    *******************************************************************************/
+   protected QRecord getExistingRecord
+   (
+      Map<Pair<String, Serializable>, QRecord> existingRecordsByForeignKey,
+      QFieldMetaData destinationForeignKeyField,
+      Serializable sourceKeyValue
+   );
+
+----
+
diff --git a/docs/index.adoc b/docs/index.adoc
index 02d2e9a0..1ab41a32 100644
--- a/docs/index.adoc
+++ b/docs/index.adoc
@@ -1,17 +1,66 @@
 = QQQ
-:doctype: book
+:doctype: article
 :toc: left
+:toclevels: 2
 :source-highlighter: coderay
 
 include::Introduction.adoc[leveloffset=+1]
 
 == Meta Data
-include::metaData/Tables.adoc[leveloffset=+1]
-''''
-include::metaData/Reports.adoc[leveloffset=+1]
+// Organizational units
+include::metaData/QInstance.adoc[leveloffset=+1]
+include::metaData/Backends.adoc[leveloffset=+1]
+include::metaData/Apps.adoc[leveloffset=+1]
 
-== Actions
+// Primary meta-data types
+include::metaData/Tables.adoc[leveloffset=+1]
+include::metaData/Processes.adoc[leveloffset=+1]
+include::metaData/Widgets.adoc[leveloffset=+1]
+
+// Helper meta-data types
+include::metaData/Fields.adoc[leveloffset=+1]
+include::metaData/PossibleValueSources.adoc[leveloffset=+1]
+include::metaData/Joins.adoc[leveloffset=+1]
+include::metaData/SecurtiyKeyTypes.adoc[leveloffset=+1]
+include::metaData/Reports.adoc[leveloffset=+1]
+include::metaData/Icons.adoc[leveloffset=+1]
+include::metaData/PermissionRules.adoc[leveloffset=+1]
+
+== Custom Application Code
+include::misc/QContext.adoc[leveloffset=+1]
+include::misc/QRecords.adoc[leveloffset=+1]
+include::misc/QRecordEntities.adoc[leveloffset=+1]
+include::misc/ProcessBackendSteps.adoc[leveloffset=+1]
+include::misc/RenderingWidgets.adoc[leveloffset=+1]
+
+=== Table Customizers
+#todo#
+
+== QQQ Core Actions
 include::actions/QueryAction.adoc[leveloffset=+1]
-''''
-include::actions/RenderTemplateAction.adoc[leveloffset=+1]
-''''
+
+include::actions/GetAction.adoc[leveloffset=+1]
+
+=== CountAction
+#todo#
+
+=== AggregateAction
+#todo#
+
+include::actions/InsertAction.adoc[leveloffset=+1]
+
+=== UpdateAction
+#todo#
+
+=== DeleteAction
+#todo#
+
+=== AuditAction
+#todo#
+
+== QQQ Default Implementations
+include::implementations/TableSync.adoc[leveloffset=+1]
+// later... include::actions/RenderTemplateAction.adoc[leveloffset=+1]
+
+== QQQ Utility Classes
+include::utilities/RecordLookupHelper.adoc[leveloffset=+1]
\ No newline at end of file
diff --git a/docs/index.html b/docs/index.html
deleted file mode 100644
index 96c586e3..00000000
--- a/docs/index.html
+++ /dev/null
@@ -1,1396 +0,0 @@
-<!DOCTYPE html>
-<html lang="en">
-<head>
-<meta charset="UTF-8">
-<meta http-equiv="X-UA-Compatible" content="IE=edge">
-<meta name="viewport" content="width=device-width, initial-scale=1.0">
-<meta name="generator" content="Asciidoctor 2.0.18">
-<title>QQQ</title>
-<link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Open+Sans:300,300italic,400,400italic,600,600italic%7CNoto+Serif:400,400italic,700,700italic%7CDroid+Sans+Mono:400,700">
-<style>
-/*! Asciidoctor default stylesheet | MIT License | https://asciidoctor.org */
-/* Uncomment the following line when using as a custom stylesheet */
-/* @import "https://fonts.googleapis.com/css?family=Open+Sans:300,300italic,400,400italic,600,600italic%7CNoto+Serif:400,400italic,700,700italic%7CDroid+Sans+Mono:400,700"; */
-html{font-family:sans-serif;-webkit-text-size-adjust:100%}
-a{background:none}
-a:focus{outline:thin dotted}
-a:active,a:hover{outline:0}
-h1{font-size:2em;margin:.67em 0}
-b,strong{font-weight:bold}
-abbr{font-size:.9em}
-abbr[title]{cursor:help;border-bottom:1px dotted #dddddf;text-decoration:none}
-dfn{font-style:italic}
-hr{height:0}
-mark{background:#ff0;color:#000}
-code,kbd,pre,samp{font-family:monospace;font-size:1em}
-pre{white-space:pre-wrap}
-q{quotes:"\201C" "\201D" "\2018" "\2019"}
-small{font-size:80%}
-sub,sup{font-size:75%;line-height:0;position:relative;vertical-align:baseline}
-sup{top:-.5em}
-sub{bottom:-.25em}
-img{border:0}
-svg:not(:root){overflow:hidden}
-figure{margin:0}
-audio,video{display:inline-block}
-audio:not([controls]){display:none;height:0}
-fieldset{border:1px solid silver;margin:0 2px;padding:.35em .625em .75em}
-legend{border:0;padding:0}
-button,input,select,textarea{font-family:inherit;font-size:100%;margin:0}
-button,input{line-height:normal}
-button,select{text-transform:none}
-button,html input[type=button],input[type=reset],input[type=submit]{-webkit-appearance:button;cursor:pointer}
-button[disabled],html input[disabled]{cursor:default}
-input[type=checkbox],input[type=radio]{padding:0}
-button::-moz-focus-inner,input::-moz-focus-inner{border:0;padding:0}
-textarea{overflow:auto;vertical-align:top}
-table{border-collapse:collapse;border-spacing:0}
-*,::before,::after{box-sizing:border-box}
-html,body{font-size:100%}
-body{background:#fff;color:rgba(0,0,0,.8);padding:0;margin:0;font-family:"Noto Serif","DejaVu Serif",serif;line-height:1;position:relative;cursor:auto;-moz-tab-size:4;-o-tab-size:4;tab-size:4;word-wrap:anywhere;-moz-osx-font-smoothing:grayscale;-webkit-font-smoothing:antialiased}
-a:hover{cursor:pointer}
-img,object,embed{max-width:100%;height:auto}
-object,embed{height:100%}
-img{-ms-interpolation-mode:bicubic}
-.left{float:left!important}
-.right{float:right!important}
-.text-left{text-align:left!important}
-.text-right{text-align:right!important}
-.text-center{text-align:center!important}
-.text-justify{text-align:justify!important}
-.hide{display:none}
-img,object,svg{display:inline-block;vertical-align:middle}
-textarea{height:auto;min-height:50px}
-select{width:100%}
-.subheader,.admonitionblock td.content>.title,.audioblock>.title,.exampleblock>.title,.imageblock>.title,.listingblock>.title,.literalblock>.title,.stemblock>.title,.openblock>.title,.paragraph>.title,.quoteblock>.title,table.tableblock>.title,.verseblock>.title,.videoblock>.title,.dlist>.title,.olist>.title,.ulist>.title,.qlist>.title,.hdlist>.title{line-height:1.45;color:#7a2518;font-weight:400;margin-top:0;margin-bottom:.25em}
-div,dl,dt,dd,ul,ol,li,h1,h2,h3,#toctitle,.sidebarblock>.content>.title,h4,h5,h6,pre,form,p,blockquote,th,td{margin:0;padding:0}
-a{color:#2156a5;text-decoration:underline;line-height:inherit}
-a:hover,a:focus{color:#1d4b8f}
-a img{border:0}
-p{line-height:1.6;margin-bottom:1.25em;text-rendering:optimizeLegibility}
-p aside{font-size:.875em;line-height:1.35;font-style:italic}
-h1,h2,h3,#toctitle,.sidebarblock>.content>.title,h4,h5,h6{font-family:"Open Sans","DejaVu Sans",sans-serif;font-weight:300;font-style:normal;color:#ba3925;text-rendering:optimizeLegibility;margin-top:1em;margin-bottom:.5em;line-height:1.0125em}
-h1 small,h2 small,h3 small,#toctitle small,.sidebarblock>.content>.title small,h4 small,h5 small,h6 small{font-size:60%;color:#e99b8f;line-height:0}
-h1{font-size:2.125em}
-h2{font-size:1.6875em}
-h3,#toctitle,.sidebarblock>.content>.title{font-size:1.375em}
-h4,h5{font-size:1.125em}
-h6{font-size:1em}
-hr{border:solid #dddddf;border-width:1px 0 0;clear:both;margin:1.25em 0 1.1875em}
-em,i{font-style:italic;line-height:inherit}
-strong,b{font-weight:bold;line-height:inherit}
-small{font-size:60%;line-height:inherit}
-code{font-family:"Droid Sans Mono","DejaVu Sans Mono",monospace;font-weight:400;color:rgba(0,0,0,.9)}
-ul,ol,dl{line-height:1.6;margin-bottom:1.25em;list-style-position:outside;font-family:inherit}
-ul,ol{margin-left:1.5em}
-ul li ul,ul li ol{margin-left:1.25em;margin-bottom:0}
-ul.circle{list-style-type:circle}
-ul.disc{list-style-type:disc}
-ul.square{list-style-type:square}
-ul.circle ul:not([class]),ul.disc ul:not([class]),ul.square ul:not([class]){list-style:inherit}
-ol li ul,ol li ol{margin-left:1.25em;margin-bottom:0}
-dl dt{margin-bottom:.3125em;font-weight:bold}
-dl dd{margin-bottom:1.25em}
-blockquote{margin:0 0 1.25em;padding:.5625em 1.25em 0 1.1875em;border-left:1px solid #ddd}
-blockquote,blockquote p{line-height:1.6;color:rgba(0,0,0,.85)}
-@media screen and (min-width:768px){h1,h2,h3,#toctitle,.sidebarblock>.content>.title,h4,h5,h6{line-height:1.2}
-h1{font-size:2.75em}
-h2{font-size:2.3125em}
-h3,#toctitle,.sidebarblock>.content>.title{font-size:1.6875em}
-h4{font-size:1.4375em}}
-table{background:#fff;margin-bottom:1.25em;border:1px solid #dedede;word-wrap:normal}
-table thead,table tfoot{background:#f7f8f7}
-table thead tr th,table thead tr td,table tfoot tr th,table tfoot tr td{padding:.5em .625em .625em;font-size:inherit;color:rgba(0,0,0,.8);text-align:left}
-table tr th,table tr td{padding:.5625em .625em;font-size:inherit;color:rgba(0,0,0,.8)}
-table tr.even,table tr.alt{background:#f8f8f7}
-table thead tr th,table tfoot tr th,table tbody tr td,table tr td,table tfoot tr td{line-height:1.6}
-h1,h2,h3,#toctitle,.sidebarblock>.content>.title,h4,h5,h6{line-height:1.2;word-spacing:-.05em}
-h1 strong,h2 strong,h3 strong,#toctitle strong,.sidebarblock>.content>.title strong,h4 strong,h5 strong,h6 strong{font-weight:400}
-.center{margin-left:auto;margin-right:auto}
-.stretch{width:100%}
-.clearfix::before,.clearfix::after,.float-group::before,.float-group::after{content:" ";display:table}
-.clearfix::after,.float-group::after{clear:both}
-:not(pre).nobreak{word-wrap:normal}
-:not(pre).nowrap{white-space:nowrap}
-:not(pre).pre-wrap{white-space:pre-wrap}
-:not(pre):not([class^=L])>code{font-size:.9375em;font-style:normal!important;letter-spacing:0;padding:.1em .5ex;word-spacing:-.15em;background:#f7f7f8;border-radius:4px;line-height:1.45;text-rendering:optimizeSpeed}
-pre{color:rgba(0,0,0,.9);font-family:"Droid Sans Mono","DejaVu Sans Mono",monospace;line-height:1.45;text-rendering:optimizeSpeed}
-pre code,pre pre{color:inherit;font-size:inherit;line-height:inherit}
-pre>code{display:block}
-pre.nowrap,pre.nowrap pre{white-space:pre;word-wrap:normal}
-em em{font-style:normal}
-strong strong{font-weight:400}
-.keyseq{color:rgba(51,51,51,.8)}
-kbd{font-family:"Droid Sans Mono","DejaVu Sans Mono",monospace;display:inline-block;color:rgba(0,0,0,.8);font-size:.65em;line-height:1.45;background:#f7f7f7;border:1px solid #ccc;border-radius:3px;box-shadow:0 1px 0 rgba(0,0,0,.2),inset 0 0 0 .1em #fff;margin:0 .15em;padding:.2em .5em;vertical-align:middle;position:relative;top:-.1em;white-space:nowrap}
-.keyseq kbd:first-child{margin-left:0}
-.keyseq kbd:last-child{margin-right:0}
-.menuseq,.menuref{color:#000}
-.menuseq b:not(.caret),.menuref{font-weight:inherit}
-.menuseq{word-spacing:-.02em}
-.menuseq b.caret{font-size:1.25em;line-height:.8}
-.menuseq i.caret{font-weight:bold;text-align:center;width:.45em}
-b.button::before,b.button::after{position:relative;top:-1px;font-weight:400}
-b.button::before{content:"[";padding:0 3px 0 2px}
-b.button::after{content:"]";padding:0 2px 0 3px}
-p a>code:hover{color:rgba(0,0,0,.9)}
-#header,#content,#footnotes,#footer{width:100%;margin:0 auto;max-width:62.5em;*zoom:1;position:relative;padding-left:.9375em;padding-right:.9375em}
-#header::before,#header::after,#content::before,#content::after,#footnotes::before,#footnotes::after,#footer::before,#footer::after{content:" ";display:table}
-#header::after,#content::after,#footnotes::after,#footer::after{clear:both}
-#content{margin-top:1.25em}
-#content::before{content:none}
-#header>h1:first-child{color:rgba(0,0,0,.85);margin-top:2.25rem;margin-bottom:0}
-#header>h1:first-child+#toc{margin-top:8px;border-top:1px solid #dddddf}
-#header>h1:only-child,body.toc2 #header>h1:nth-last-child(2){border-bottom:1px solid #dddddf;padding-bottom:8px}
-#header .details{border-bottom:1px solid #dddddf;line-height:1.45;padding-top:.25em;padding-bottom:.25em;padding-left:.25em;color:rgba(0,0,0,.6);display:flex;flex-flow:row wrap}
-#header .details span:first-child{margin-left:-.125em}
-#header .details span.email a{color:rgba(0,0,0,.85)}
-#header .details br{display:none}
-#header .details br+span::before{content:"\00a0\2013\00a0"}
-#header .details br+span.author::before{content:"\00a0\22c5\00a0";color:rgba(0,0,0,.85)}
-#header .details br+span#revremark::before{content:"\00a0|\00a0"}
-#header #revnumber{text-transform:capitalize}
-#header #revnumber::after{content:"\00a0"}
-#content>h1:first-child:not([class]){color:rgba(0,0,0,.85);border-bottom:1px solid #dddddf;padding-bottom:8px;margin-top:0;padding-top:1rem;margin-bottom:1.25rem}
-#toc{border-bottom:1px solid #e7e7e9;padding-bottom:.5em}
-#toc>ul{margin-left:.125em}
-#toc ul.sectlevel0>li>a{font-style:italic}
-#toc ul.sectlevel0 ul.sectlevel1{margin:.5em 0}
-#toc ul{font-family:"Open Sans","DejaVu Sans",sans-serif;list-style-type:none}
-#toc li{line-height:1.3334;margin-top:.3334em}
-#toc a{text-decoration:none}
-#toc a:active{text-decoration:underline}
-#toctitle{color:#7a2518;font-size:1.2em}
-@media screen and (min-width:768px){#toctitle{font-size:1.375em}
-body.toc2{padding-left:15em;padding-right:0}
-#toc.toc2{margin-top:0!important;background:#f8f8f7;position:fixed;width:15em;left:0;top:0;border-right:1px solid #e7e7e9;border-top-width:0!important;border-bottom-width:0!important;z-index:1000;padding:1.25em 1em;height:100%;overflow:auto}
-#toc.toc2 #toctitle{margin-top:0;margin-bottom:.8rem;font-size:1.2em}
-#toc.toc2>ul{font-size:.9em;margin-bottom:0}
-#toc.toc2 ul ul{margin-left:0;padding-left:1em}
-#toc.toc2 ul.sectlevel0 ul.sectlevel1{padding-left:0;margin-top:.5em;margin-bottom:.5em}
-body.toc2.toc-right{padding-left:0;padding-right:15em}
-body.toc2.toc-right #toc.toc2{border-right-width:0;border-left:1px solid #e7e7e9;left:auto;right:0}}
-@media screen and (min-width:1280px){body.toc2{padding-left:20em;padding-right:0}
-#toc.toc2{width:20em}
-#toc.toc2 #toctitle{font-size:1.375em}
-#toc.toc2>ul{font-size:.95em}
-#toc.toc2 ul ul{padding-left:1.25em}
-body.toc2.toc-right{padding-left:0;padding-right:20em}}
-#content #toc{border:1px solid #e0e0dc;margin-bottom:1.25em;padding:1.25em;background:#f8f8f7;border-radius:4px}
-#content #toc>:first-child{margin-top:0}
-#content #toc>:last-child{margin-bottom:0}
-#footer{max-width:none;background:rgba(0,0,0,.8);padding:1.25em}
-#footer-text{color:hsla(0,0%,100%,.8);line-height:1.44}
-#content{margin-bottom:.625em}
-.sect1{padding-bottom:.625em}
-@media screen and (min-width:768px){#content{margin-bottom:1.25em}
-.sect1{padding-bottom:1.25em}}
-.sect1:last-child{padding-bottom:0}
-.sect1+.sect1{border-top:1px solid #e7e7e9}
-#content h1>a.anchor,h2>a.anchor,h3>a.anchor,#toctitle>a.anchor,.sidebarblock>.content>.title>a.anchor,h4>a.anchor,h5>a.anchor,h6>a.anchor{position:absolute;z-index:1001;width:1.5ex;margin-left:-1.5ex;display:block;text-decoration:none!important;visibility:hidden;text-align:center;font-weight:400}
-#content h1>a.anchor::before,h2>a.anchor::before,h3>a.anchor::before,#toctitle>a.anchor::before,.sidebarblock>.content>.title>a.anchor::before,h4>a.anchor::before,h5>a.anchor::before,h6>a.anchor::before{content:"\00A7";font-size:.85em;display:block;padding-top:.1em}
-#content h1:hover>a.anchor,#content h1>a.anchor:hover,h2:hover>a.anchor,h2>a.anchor:hover,h3:hover>a.anchor,#toctitle:hover>a.anchor,.sidebarblock>.content>.title:hover>a.anchor,h3>a.anchor:hover,#toctitle>a.anchor:hover,.sidebarblock>.content>.title>a.anchor:hover,h4:hover>a.anchor,h4>a.anchor:hover,h5:hover>a.anchor,h5>a.anchor:hover,h6:hover>a.anchor,h6>a.anchor:hover{visibility:visible}
-#content h1>a.link,h2>a.link,h3>a.link,#toctitle>a.link,.sidebarblock>.content>.title>a.link,h4>a.link,h5>a.link,h6>a.link{color:#ba3925;text-decoration:none}
-#content h1>a.link:hover,h2>a.link:hover,h3>a.link:hover,#toctitle>a.link:hover,.sidebarblock>.content>.title>a.link:hover,h4>a.link:hover,h5>a.link:hover,h6>a.link:hover{color:#a53221}
-details,.audioblock,.imageblock,.literalblock,.listingblock,.stemblock,.videoblock{margin-bottom:1.25em}
-details{margin-left:1.25rem}
-details>summary{cursor:pointer;display:block;position:relative;line-height:1.6;margin-bottom:.625rem;outline:none;-webkit-tap-highlight-color:transparent}
-details>summary::-webkit-details-marker{display:none}
-details>summary::before{content:"";border:solid transparent;border-left:solid;border-width:.3em 0 .3em .5em;position:absolute;top:.5em;left:-1.25rem;transform:translateX(15%)}
-details[open]>summary::before{border:solid transparent;border-top:solid;border-width:.5em .3em 0;transform:translateY(15%)}
-details>summary::after{content:"";width:1.25rem;height:1em;position:absolute;top:.3em;left:-1.25rem}
-.admonitionblock td.content>.title,.audioblock>.title,.exampleblock>.title,.imageblock>.title,.listingblock>.title,.literalblock>.title,.stemblock>.title,.openblock>.title,.paragraph>.title,.quoteblock>.title,table.tableblock>.title,.verseblock>.title,.videoblock>.title,.dlist>.title,.olist>.title,.ulist>.title,.qlist>.title,.hdlist>.title{text-rendering:optimizeLegibility;text-align:left;font-family:"Noto Serif","DejaVu Serif",serif;font-size:1rem;font-style:italic}
-table.tableblock.fit-content>caption.title{white-space:nowrap;width:0}
-.paragraph.lead>p,#preamble>.sectionbody>[class=paragraph]:first-of-type p{font-size:1.21875em;line-height:1.6;color:rgba(0,0,0,.85)}
-.admonitionblock>table{border-collapse:separate;border:0;background:none;width:100%}
-.admonitionblock>table td.icon{text-align:center;width:80px}
-.admonitionblock>table td.icon img{max-width:none}
-.admonitionblock>table td.icon .title{font-weight:bold;font-family:"Open Sans","DejaVu Sans",sans-serif;text-transform:uppercase}
-.admonitionblock>table td.content{padding-left:1.125em;padding-right:1.25em;border-left:1px solid #dddddf;color:rgba(0,0,0,.6);word-wrap:anywhere}
-.admonitionblock>table td.content>:last-child>:last-child{margin-bottom:0}
-.exampleblock>.content{border:1px solid #e6e6e6;margin-bottom:1.25em;padding:1.25em;background:#fff;border-radius:4px}
-.exampleblock>.content>:first-child{margin-top:0}
-.exampleblock>.content>:last-child{margin-bottom:0}
-.sidebarblock{border:1px solid #dbdbd6;margin-bottom:1.25em;padding:1.25em;background:#f3f3f2;border-radius:4px}
-.sidebarblock>:first-child{margin-top:0}
-.sidebarblock>:last-child{margin-bottom:0}
-.sidebarblock>.content>.title{color:#7a2518;margin-top:0;text-align:center}
-.exampleblock>.content>:last-child>:last-child,.exampleblock>.content .olist>ol>li:last-child>:last-child,.exampleblock>.content .ulist>ul>li:last-child>:last-child,.exampleblock>.content .qlist>ol>li:last-child>:last-child,.sidebarblock>.content>:last-child>:last-child,.sidebarblock>.content .olist>ol>li:last-child>:last-child,.sidebarblock>.content .ulist>ul>li:last-child>:last-child,.sidebarblock>.content .qlist>ol>li:last-child>:last-child{margin-bottom:0}
-.literalblock pre,.listingblock>.content>pre{border-radius:4px;overflow-x:auto;padding:1em;font-size:.8125em}
-@media screen and (min-width:768px){.literalblock pre,.listingblock>.content>pre{font-size:.90625em}}
-@media screen and (min-width:1280px){.literalblock pre,.listingblock>.content>pre{font-size:1em}}
-.literalblock pre,.listingblock>.content>pre:not(.highlight),.listingblock>.content>pre[class=highlight],.listingblock>.content>pre[class^="highlight "]{background:#f7f7f8}
-.literalblock.output pre{color:#f7f7f8;background:rgba(0,0,0,.9)}
-.listingblock>.content{position:relative}
-.listingblock code[data-lang]::before{display:none;content:attr(data-lang);position:absolute;font-size:.75em;top:.425rem;right:.5rem;line-height:1;text-transform:uppercase;color:inherit;opacity:.5}
-.listingblock:hover code[data-lang]::before{display:block}
-.listingblock.terminal pre .command::before{content:attr(data-prompt);padding-right:.5em;color:inherit;opacity:.5}
-.listingblock.terminal pre .command:not([data-prompt])::before{content:"$"}
-.listingblock pre.highlightjs{padding:0}
-.listingblock pre.highlightjs>code{padding:1em;border-radius:4px}
-.listingblock pre.prettyprint{border-width:0}
-.prettyprint{background:#f7f7f8}
-pre.prettyprint .linenums{line-height:1.45;margin-left:2em}
-pre.prettyprint li{background:none;list-style-type:inherit;padding-left:0}
-pre.prettyprint li code[data-lang]::before{opacity:1}
-pre.prettyprint li:not(:first-child) code[data-lang]::before{display:none}
-table.linenotable{border-collapse:separate;border:0;margin-bottom:0;background:none}
-table.linenotable td[class]{color:inherit;vertical-align:top;padding:0;line-height:inherit;white-space:normal}
-table.linenotable td.code{padding-left:.75em}
-table.linenotable td.linenos,pre.pygments .linenos{border-right:1px solid;opacity:.35;padding-right:.5em;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;user-select:none}
-pre.pygments span.linenos{display:inline-block;margin-right:.75em}
-.quoteblock{margin:0 1em 1.25em 1.5em;display:table}
-.quoteblock:not(.excerpt)>.title{margin-left:-1.5em;margin-bottom:.75em}
-.quoteblock blockquote,.quoteblock p{color:rgba(0,0,0,.85);font-size:1.15rem;line-height:1.75;word-spacing:.1em;letter-spacing:0;font-style:italic;text-align:justify}
-.quoteblock blockquote{margin:0;padding:0;border:0}
-.quoteblock blockquote::before{content:"\201c";float:left;font-size:2.75em;font-weight:bold;line-height:.6em;margin-left:-.6em;color:#7a2518;text-shadow:0 1px 2px rgba(0,0,0,.1)}
-.quoteblock blockquote>.paragraph:last-child p{margin-bottom:0}
-.quoteblock .attribution{margin-top:.75em;margin-right:.5ex;text-align:right}
-.verseblock{margin:0 1em 1.25em}
-.verseblock pre{font-family:"Open Sans","DejaVu Sans",sans-serif;font-size:1.15rem;color:rgba(0,0,0,.85);font-weight:300;text-rendering:optimizeLegibility}
-.verseblock pre strong{font-weight:400}
-.verseblock .attribution{margin-top:1.25rem;margin-left:.5ex}
-.quoteblock .attribution,.verseblock .attribution{font-size:.9375em;line-height:1.45;font-style:italic}
-.quoteblock .attribution br,.verseblock .attribution br{display:none}
-.quoteblock .attribution cite,.verseblock .attribution cite{display:block;letter-spacing:-.025em;color:rgba(0,0,0,.6)}
-.quoteblock.abstract blockquote::before,.quoteblock.excerpt blockquote::before,.quoteblock .quoteblock blockquote::before{display:none}
-.quoteblock.abstract blockquote,.quoteblock.abstract p,.quoteblock.excerpt blockquote,.quoteblock.excerpt p,.quoteblock .quoteblock blockquote,.quoteblock .quoteblock p{line-height:1.6;word-spacing:0}
-.quoteblock.abstract{margin:0 1em 1.25em;display:block}
-.quoteblock.abstract>.title{margin:0 0 .375em;font-size:1.15em;text-align:center}
-.quoteblock.excerpt>blockquote,.quoteblock .quoteblock{padding:0 0 .25em 1em;border-left:.25em solid #dddddf}
-.quoteblock.excerpt,.quoteblock .quoteblock{margin-left:0}
-.quoteblock.excerpt blockquote,.quoteblock.excerpt p,.quoteblock .quoteblock blockquote,.quoteblock .quoteblock p{color:inherit;font-size:1.0625rem}
-.quoteblock.excerpt .attribution,.quoteblock .quoteblock .attribution{color:inherit;font-size:.85rem;text-align:left;margin-right:0}
-p.tableblock:last-child{margin-bottom:0}
-td.tableblock>.content{margin-bottom:1.25em;word-wrap:anywhere}
-td.tableblock>.content>:last-child{margin-bottom:-1.25em}
-table.tableblock,th.tableblock,td.tableblock{border:0 solid #dedede}
-table.grid-all>*>tr>*{border-width:1px}
-table.grid-cols>*>tr>*{border-width:0 1px}
-table.grid-rows>*>tr>*{border-width:1px 0}
-table.frame-all{border-width:1px}
-table.frame-ends{border-width:1px 0}
-table.frame-sides{border-width:0 1px}
-table.frame-none>colgroup+*>:first-child>*,table.frame-sides>colgroup+*>:first-child>*{border-top-width:0}
-table.frame-none>:last-child>:last-child>*,table.frame-sides>:last-child>:last-child>*{border-bottom-width:0}
-table.frame-none>*>tr>:first-child,table.frame-ends>*>tr>:first-child{border-left-width:0}
-table.frame-none>*>tr>:last-child,table.frame-ends>*>tr>:last-child{border-right-width:0}
-table.stripes-all>*>tr,table.stripes-odd>*>tr:nth-of-type(odd),table.stripes-even>*>tr:nth-of-type(even),table.stripes-hover>*>tr:hover{background:#f8f8f7}
-th.halign-left,td.halign-left{text-align:left}
-th.halign-right,td.halign-right{text-align:right}
-th.halign-center,td.halign-center{text-align:center}
-th.valign-top,td.valign-top{vertical-align:top}
-th.valign-bottom,td.valign-bottom{vertical-align:bottom}
-th.valign-middle,td.valign-middle{vertical-align:middle}
-table thead th,table tfoot th{font-weight:bold}
-tbody tr th{background:#f7f8f7}
-tbody tr th,tbody tr th p,tfoot tr th,tfoot tr th p{color:rgba(0,0,0,.8);font-weight:bold}
-p.tableblock>code:only-child{background:none;padding:0}
-p.tableblock{font-size:1em}
-ol{margin-left:1.75em}
-ul li ol{margin-left:1.5em}
-dl dd{margin-left:1.125em}
-dl dd:last-child,dl dd:last-child>:last-child{margin-bottom:0}
-li p,ul dd,ol dd,.olist .olist,.ulist .ulist,.ulist .olist,.olist .ulist{margin-bottom:.625em}
-ul.checklist,ul.none,ol.none,ul.no-bullet,ol.no-bullet,ol.unnumbered,ul.unstyled,ol.unstyled{list-style-type:none}
-ul.no-bullet,ol.no-bullet,ol.unnumbered{margin-left:.625em}
-ul.unstyled,ol.unstyled{margin-left:0}
-li>p:empty:only-child::before{content:"";display:inline-block}
-ul.checklist>li>p:first-child{margin-left:-1em}
-ul.checklist>li>p:first-child>.fa-square-o:first-child,ul.checklist>li>p:first-child>.fa-check-square-o:first-child{width:1.25em;font-size:.8em;position:relative;bottom:.125em}
-ul.checklist>li>p:first-child>input[type=checkbox]:first-child{margin-right:.25em}
-ul.inline{display:flex;flex-flow:row wrap;list-style:none;margin:0 0 .625em -1.25em}
-ul.inline>li{margin-left:1.25em}
-.unstyled dl dt{font-weight:400;font-style:normal}
-ol.arabic{list-style-type:decimal}
-ol.decimal{list-style-type:decimal-leading-zero}
-ol.loweralpha{list-style-type:lower-alpha}
-ol.upperalpha{list-style-type:upper-alpha}
-ol.lowerroman{list-style-type:lower-roman}
-ol.upperroman{list-style-type:upper-roman}
-ol.lowergreek{list-style-type:lower-greek}
-.hdlist>table,.colist>table{border:0;background:none}
-.hdlist>table>tbody>tr,.colist>table>tbody>tr{background:none}
-td.hdlist1,td.hdlist2{vertical-align:top;padding:0 .625em}
-td.hdlist1{font-weight:bold;padding-bottom:1.25em}
-td.hdlist2{word-wrap:anywhere}
-.literalblock+.colist,.listingblock+.colist{margin-top:-.5em}
-.colist td:not([class]):first-child{padding:.4em .75em 0;line-height:1;vertical-align:top}
-.colist td:not([class]):first-child img{max-width:none}
-.colist td:not([class]):last-child{padding:.25em 0}
-.thumb,.th{line-height:0;display:inline-block;border:4px solid #fff;box-shadow:0 0 0 1px #ddd}
-.imageblock.left{margin:.25em .625em 1.25em 0}
-.imageblock.right{margin:.25em 0 1.25em .625em}
-.imageblock>.title{margin-bottom:0}
-.imageblock.thumb,.imageblock.th{border-width:6px}
-.imageblock.thumb>.title,.imageblock.th>.title{padding:0 .125em}
-.image.left,.image.right{margin-top:.25em;margin-bottom:.25em;display:inline-block;line-height:0}
-.image.left{margin-right:.625em}
-.image.right{margin-left:.625em}
-a.image{text-decoration:none;display:inline-block}
-a.image object{pointer-events:none}
-sup.footnote,sup.footnoteref{font-size:.875em;position:static;vertical-align:super}
-sup.footnote a,sup.footnoteref a{text-decoration:none}
-sup.footnote a:active,sup.footnoteref a:active{text-decoration:underline}
-#footnotes{padding-top:.75em;padding-bottom:.75em;margin-bottom:.625em}
-#footnotes hr{width:20%;min-width:6.25em;margin:-.25em 0 .75em;border-width:1px 0 0}
-#footnotes .footnote{padding:0 .375em 0 .225em;line-height:1.3334;font-size:.875em;margin-left:1.2em;margin-bottom:.2em}
-#footnotes .footnote a:first-of-type{font-weight:bold;text-decoration:none;margin-left:-1.05em}
-#footnotes .footnote:last-of-type{margin-bottom:0}
-#content #footnotes{margin-top:-.625em;margin-bottom:0;padding:.75em 0}
-div.unbreakable{page-break-inside:avoid}
-.big{font-size:larger}
-.small{font-size:smaller}
-.underline{text-decoration:underline}
-.overline{text-decoration:overline}
-.line-through{text-decoration:line-through}
-.aqua{color:#00bfbf}
-.aqua-background{background:#00fafa}
-.black{color:#000}
-.black-background{background:#000}
-.blue{color:#0000bf}
-.blue-background{background:#0000fa}
-.fuchsia{color:#bf00bf}
-.fuchsia-background{background:#fa00fa}
-.gray{color:#606060}
-.gray-background{background:#7d7d7d}
-.green{color:#006000}
-.green-background{background:#007d00}
-.lime{color:#00bf00}
-.lime-background{background:#00fa00}
-.maroon{color:#600000}
-.maroon-background{background:#7d0000}
-.navy{color:#000060}
-.navy-background{background:#00007d}
-.olive{color:#606000}
-.olive-background{background:#7d7d00}
-.purple{color:#600060}
-.purple-background{background:#7d007d}
-.red{color:#bf0000}
-.red-background{background:#fa0000}
-.silver{color:#909090}
-.silver-background{background:#bcbcbc}
-.teal{color:#006060}
-.teal-background{background:#007d7d}
-.white{color:#bfbfbf}
-.white-background{background:#fafafa}
-.yellow{color:#bfbf00}
-.yellow-background{background:#fafa00}
-span.icon>.fa{cursor:default}
-a span.icon>.fa{cursor:inherit}
-.admonitionblock td.icon [class^="fa icon-"]{font-size:2.5em;text-shadow:1px 1px 2px rgba(0,0,0,.5);cursor:default}
-.admonitionblock td.icon .icon-note::before{content:"\f05a";color:#19407c}
-.admonitionblock td.icon .icon-tip::before{content:"\f0eb";text-shadow:1px 1px 2px rgba(155,155,0,.8);color:#111}
-.admonitionblock td.icon .icon-warning::before{content:"\f071";color:#bf6900}
-.admonitionblock td.icon .icon-caution::before{content:"\f06d";color:#bf3400}
-.admonitionblock td.icon .icon-important::before{content:"\f06a";color:#bf0000}
-.conum[data-value]{display:inline-block;color:#fff!important;background:rgba(0,0,0,.8);border-radius:50%;text-align:center;font-size:.75em;width:1.67em;height:1.67em;line-height:1.67em;font-family:"Open Sans","DejaVu Sans",sans-serif;font-style:normal;font-weight:bold}
-.conum[data-value] *{color:#fff!important}
-.conum[data-value]+b{display:none}
-.conum[data-value]::after{content:attr(data-value)}
-pre .conum[data-value]{position:relative;top:-.125em}
-b.conum *{color:inherit!important}
-.conum:not([data-value]):empty{display:none}
-dt,th.tableblock,td.content,div.footnote{text-rendering:optimizeLegibility}
-h1,h2,p,td.content,span.alt,summary{letter-spacing:-.01em}
-p strong,td.content strong,div.footnote strong{letter-spacing:-.005em}
-p,blockquote,dt,td.content,span.alt,summary{font-size:1.0625rem}
-p{margin-bottom:1.25rem}
-.sidebarblock p,.sidebarblock dt,.sidebarblock td.content,p.tableblock{font-size:1em}
-.exampleblock>.content{background:#fffef7;border-color:#e0e0dc;box-shadow:0 1px 4px #e0e0dc}
-.print-only{display:none!important}
-@page{margin:1.25cm .75cm}
-@media print{*{box-shadow:none!important;text-shadow:none!important}
-html{font-size:80%}
-a{color:inherit!important;text-decoration:underline!important}
-a.bare,a[href^="#"],a[href^="mailto:"]{text-decoration:none!important}
-a[href^="http:"]:not(.bare)::after,a[href^="https:"]:not(.bare)::after{content:"(" attr(href) ")";display:inline-block;font-size:.875em;padding-left:.25em}
-abbr[title]{border-bottom:1px dotted}
-abbr[title]::after{content:" (" attr(title) ")"}
-pre,blockquote,tr,img,object,svg{page-break-inside:avoid}
-thead{display:table-header-group}
-svg{max-width:100%}
-p,blockquote,dt,td.content{font-size:1em;orphans:3;widows:3}
-h2,h3,#toctitle,.sidebarblock>.content>.title{page-break-after:avoid}
-#header,#content,#footnotes,#footer{max-width:none}
-#toc,.sidebarblock,.exampleblock>.content{background:none!important}
-#toc{border-bottom:1px solid #dddddf!important;padding-bottom:0!important}
-body.book #header{text-align:center}
-body.book #header>h1:first-child{border:0!important;margin:2.5em 0 1em}
-body.book #header .details{border:0!important;display:block;padding:0!important}
-body.book #header .details span:first-child{margin-left:0!important}
-body.book #header .details br{display:block}
-body.book #header .details br+span::before{content:none!important}
-body.book #toc{border:0!important;text-align:left!important;padding:0!important;margin:0!important}
-body.book #toc,body.book #preamble,body.book h1.sect0,body.book .sect1>h2{page-break-before:always}
-.listingblock code[data-lang]::before{display:block}
-#footer{padding:0 .9375em}
-.hide-on-print{display:none!important}
-.print-only{display:block!important}
-.hide-for-print{display:none!important}
-.show-for-print{display:inherit!important}}
-@media amzn-kf8,print{#header>h1:first-child{margin-top:1.25rem}
-.sect1{padding:0!important}
-.sect1+.sect1{border:0}
-#footer{background:none}
-#footer-text{color:rgba(0,0,0,.6);font-size:.9em}}
-@media amzn-kf8{#header,#content,#footnotes,#footer{padding:0}}
-</style>
-<style>
-/*! Stylesheet for CodeRay to loosely match GitHub themes | MIT License */
-pre.CodeRay{background:#f7f7f8}
-.CodeRay .line-numbers{border-right:1px solid;opacity:.35;padding:0 .5em 0 0;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;user-select:none}
-.CodeRay span.line-numbers{display:inline-block;margin-right:.75em}
-.CodeRay .line-numbers strong{color:#000}
-table.CodeRay{border-collapse:separate;border:0;margin-bottom:0;background:none}
-table.CodeRay td{vertical-align:top;line-height:inherit}
-table.CodeRay td.line-numbers{text-align:right}
-table.CodeRay td.code{padding:0 0 0 .75em}
-.CodeRay .debug{color:#fff!important;background:navy!important}
-.CodeRay .annotation{color:#007}
-.CodeRay .attribute-name{color:navy}
-.CodeRay .attribute-value{color:#700}
-.CodeRay .binary{color:#509}
-.CodeRay .comment{color:#998;font-style:italic}
-.CodeRay .char{color:#04d}
-.CodeRay .char .content{color:#04d}
-.CodeRay .char .delimiter{color:#039}
-.CodeRay .class{color:#458;font-weight:bold}
-.CodeRay .complex{color:#a08}
-.CodeRay .constant,.CodeRay .predefined-constant{color:teal}
-.CodeRay .color{color:#099}
-.CodeRay .class-variable{color:#369}
-.CodeRay .decorator{color:#b0b}
-.CodeRay .definition{color:#099}
-.CodeRay .delimiter{color:#000}
-.CodeRay .doc{color:#970}
-.CodeRay .doctype{color:#34b}
-.CodeRay .doc-string{color:#d42}
-.CodeRay .escape{color:#666}
-.CodeRay .entity{color:#800}
-.CodeRay .error{color:#808}
-.CodeRay .exception{color:inherit}
-.CodeRay .filename{color:#099}
-.CodeRay .function{color:#900;font-weight:bold}
-.CodeRay .global-variable{color:teal}
-.CodeRay .hex{color:#058}
-.CodeRay .integer,.CodeRay .float{color:#099}
-.CodeRay .include{color:#555}
-.CodeRay .inline{color:#000}
-.CodeRay .inline .inline{background:#ccc}
-.CodeRay .inline .inline .inline{background:#bbb}
-.CodeRay .inline .inline-delimiter{color:#d14}
-.CodeRay .inline-delimiter{color:#d14}
-.CodeRay .important{color:#555;font-weight:bold}
-.CodeRay .interpreted{color:#b2b}
-.CodeRay .instance-variable{color:teal}
-.CodeRay .label{color:#970}
-.CodeRay .local-variable{color:#963}
-.CodeRay .octal{color:#40e}
-.CodeRay .predefined{color:#369}
-.CodeRay .preprocessor{color:#579}
-.CodeRay .pseudo-class{color:#555}
-.CodeRay .directive{font-weight:bold}
-.CodeRay .type{font-weight:bold}
-.CodeRay .predefined-type{color:inherit}
-.CodeRay .reserved,.CodeRay .keyword{color:#000;font-weight:bold}
-.CodeRay .key{color:#808}
-.CodeRay .key .delimiter{color:#606}
-.CodeRay .key .char{color:#80f}
-.CodeRay .value{color:#088}
-.CodeRay .regexp .delimiter{color:#808}
-.CodeRay .regexp .content{color:#808}
-.CodeRay .regexp .modifier{color:#808}
-.CodeRay .regexp .char{color:#d14}
-.CodeRay .regexp .function{color:#404;font-weight:bold}
-.CodeRay .string{color:#d20}
-.CodeRay .string .string .string{background:#ffd0d0}
-.CodeRay .string .content{color:#d14}
-.CodeRay .string .char{color:#d14}
-.CodeRay .string .delimiter{color:#d14}
-.CodeRay .shell{color:#d14}
-.CodeRay .shell .delimiter{color:#d14}
-.CodeRay .symbol{color:#990073}
-.CodeRay .symbol .content{color:#a60}
-.CodeRay .symbol .delimiter{color:#630}
-.CodeRay .tag{color:teal}
-.CodeRay .tag-special{color:#d70}
-.CodeRay .variable{color:#036}
-.CodeRay .insert{background:#afa}
-.CodeRay .delete{background:#faa}
-.CodeRay .change{color:#aaf;background:#007}
-.CodeRay .head{color:#f8f;background:#505}
-.CodeRay .insert .insert{color:#080}
-.CodeRay .delete .delete{color:#800}
-.CodeRay .change .change{color:#66f}
-.CodeRay .head .head{color:#f4f}
-</style>
-<!--
-  ~ QQQ - Low-code Application Framework for Engineers.
-  ~ Copyright (C) 2021-2022.  Kingsrook, LLC
-  ~ 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
-  ~ contact@kingsrook.com
-  ~ https://github.com/Kingsrook/
-  ~
-  ~ This program is free software: you can redistribute it and/or modify
-  ~ it under the terms of the GNU Affero General Public License as
-  ~ published by the Free Software Foundation, either version 3 of the
-  ~ License, or (at your option) any later version.
-  ~
-  ~ This program is distributed in the hope that it will be useful,
-  ~ but WITHOUT ANY WARRANTY; without even the implied warranty of
-  ~ MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
-  ~ GNU Affero General Public License for more details.
-  ~
-  ~ You should have received a copy of the GNU Affero General Public License
-  ~ along with this program.  If not, see <https://www.gnu.org/licenses/>.
-  -->
-
-<style>
-   pre
-   {
-      white-space: pre;
-   }
-</style>
-</head>
-<body class="book toc2 toc-left">
-<div id="header">
-<h1>QQQ</h1>
-<div id="toc" class="toc2">
-<div id="toctitle">Table of Contents</div>
-<ul class="sectlevel1">
-<li><a href="#_introduction">Introduction</a></li>
-<li><a href="#_meta_data">Meta Data</a>
-<ul class="sectlevel2">
-<li><a href="#_qqq_tables">QQQ Tables</a></li>
-<li><a href="#_qqq_reports">QQQ Reports</a></li>
-</ul>
-</li>
-<li><a href="#_actions">Actions</a>
-<ul class="sectlevel2">
-<li><a href="#_queryaction">QueryAction</a></li>
-<li><a href="#_rendertemplateaction">RenderTemplateAction</a></li>
-</ul>
-</li>
-</ul>
-</div>
-</div>
-<div id="content">
-<div class="sect1">
-<h2 id="_introduction">Introduction</h2>
-<div class="sectionbody">
-<div class="paragraph">
-<p>QQQ is &#8230;&#8203;</p>
-</div>
-<div class="ulist">
-<ul>
-<li>
-<p>Framework</p>
-</li>
-<li>
-<p>Declarative</p>
-</li>
-<li>
-<p>Easy thing easy; Hard thing possible</p>
-</li>
-<li>
-<p>Customizable</p>
-</li>
-</ul>
-</div>
-</div>
-</div>
-<div class="sect1">
-<h2 id="_meta_data">Meta Data</h2>
-<div class="sectionbody">
-<div class="sect2">
-<h3 id="_qqq_tables">QQQ Tables</h3>
-<div class="paragraph">
-<p>The core type of object in a QQQ Instance is the Table.
-In the most common use-case, a QQQ Table may be the in-app representation of a Database table.
-That is, it is a collection of records (or rows) of data, each of which has a set of fields (or columns).</p>
-</div>
-<div class="paragraph">
-<p>QQQ also allows other types of data sources (<a href="Backends{relfilesuffix}">QQQ Backends</a>) to be used as tables, such as File systems, API&#8217;s, Java enums or objects, etc.
-All of these backend types present the same interfaces (both user-interfaces, and application programming interfaces), regardless of their backend type.</p>
-</div>
-<div class="sect3">
-<h4 id="_qtablemetadata">QTableMetaData</h4>
-<div class="paragraph">
-<p>Tables are defined in a QQQ Instance in a <code><strong>QTableMetaData</strong></code> object.
-All tables must reference a <a href="Backends{relfilesuffix}">QQQ Backend</a>, a list of fields that define the shape of records in the table, and additional data to describe how to work with the table within its backend.</p>
-</div>
-<div class="paragraph">
-<p><strong>QTableMetaData Properties:</strong></p>
-</div>
-<div class="ulist">
-<ul>
-<li>
-<p><code>name</code> - <strong>String, Required</strong> - Unique name for the table within the QQQ Instance.</p>
-</li>
-<li>
-<p><code>label</code> - <strong>String</strong> - User-facing label for the table, presented in User Interfaces.
-Inferred from <code>name</code> if not set.</p>
-</li>
-<li>
-<p><code>backendName</code> - <strong>String, Required</strong> - Name of a <a href="Backends{relfilesuffix}">QQQ Backend</a> in which this table&#8217;s data is managed.</p>
-</li>
-<li>
-<p><code>fields</code> - <strong>Map of String → <a href="Fields{relfilesuffix}">QQQ Field</a>, Required</strong> - The columns of data that make up all records in this table.</p>
-</li>
-<li>
-<p><code>primaryKeyField</code> - <strong>String, Conditional</strong> - Name of a <a href="Fields{relfilesuffix}">QQQ Field</a> that serves as the primary key (e.g., unique identifier) for records in this table.</p>
-</li>
-<li>
-<p><code>uniqueKeys</code> - <strong>List of UniqueKey</strong> - Definition of additional unique constraints (from an RDBMS point of view) from the table.
-e.g., sets of columns which must have unique values for each record in the table.</p>
-</li>
-<li>
-<p><code>backendDetails</code> - <strong>QTableBackendDetails or subclass</strong> - Additional data to configure the table within its <a href="Backends{relfilesuffix}">QQQ Backend</a>.</p>
-</li>
-<li>
-<p><code>automationDetails</code> - <strong>QTableAutomationDetails</strong> - Configuration of automated jobs that run against records in the table, e.g., upon insert or update.</p>
-</li>
-<li>
-<p><code>customizers</code> - <strong>Map of String → QCodeReference</strong> - References to custom code that are injected into standard table actions, that allow applications to customize certain parts of how the table works.</p>
-</li>
-<li>
-<p><code>parentAppName</code> - <strong>String</strong> - Name of a <a href="Apps{relfilesuffix}">QQQ App</a> that this table exists within.</p>
-</li>
-<li>
-<p><code>icon</code> - <strong>QIcon</strong> - Icon associated with this table in certain user interfaces.</p>
-</li>
-<li>
-<p><code>recordLabelFormat</code> - <strong>String</strong> - Java Format String, used with <code>recordLabelFields</code> to produce a label shown for records from the table.</p>
-</li>
-<li>
-<p><code>recordLabelFields</code> - <strong>List of String, Conditional</strong> - Used with <code>recordLabelFormat</code> to provide values for any format specifiers in the format string.
-These strings must be field names within the table.</p>
-<div class="ulist">
-<ul>
-<li>
-<p>Example of using <code>recordLabelFormat</code> and <code>recordLabelFields</code>:</p>
-</li>
-</ul>
-</div>
-</li>
-</ul>
-</div>
-<div class="listingblock">
-<div class="content">
-<pre class="CodeRay highlight"><code data-lang="java"><span class="comment">// given these fields in the table:</span>
-<span class="keyword">new</span> QFieldMetaData(<span class="string"><span class="delimiter">&quot;</span><span class="content">name</span><span class="delimiter">&quot;</span></span>, QFieldType.STRING)
-<span class="keyword">new</span> QFieldMetaData(<span class="string"><span class="delimiter">&quot;</span><span class="content">birthDate</span><span class="delimiter">&quot;</span></span>, QFieldType.DATE)
-
-<span class="comment">// We can produce a record label such as &quot;Darin Kelkhoff (1980-05-31)&quot; via:</span>
-.withRecordLabelFormat(<span class="string"><span class="delimiter">&quot;</span><span class="content">%s (%s)</span><span class="delimiter">&quot;</span></span>)
-.withRecordLabelFields(<span class="predefined-type">List</span>.of(<span class="string"><span class="delimiter">&quot;</span><span class="content">name</span><span class="delimiter">&quot;</span></span>, <span class="string"><span class="delimiter">&quot;</span><span class="content">birthDate</span><span class="delimiter">&quot;</span></span>))</code></pre>
-</div>
-</div>
-<div class="ulist">
-<ul>
-<li>
-<p><code>sections</code> - <strong>List of QFieldSection</strong> - Mechanism to organize fields within user interfaces, into logical sections.
-If any sections are present in the table meta data, then all fields in the table must be listed in exactly 1 section.
-If no sections are defined, then instance enrichment will define default sections.</p>
-</li>
-<li>
-<p><code>associatedScripts</code> - <strong>List of AssociatedScript</strong> - Definition of user-defined scripts that can be associated with records within the table.</p>
-</li>
-<li>
-<p><code>enabledCapabilities</code> and <code>disabledCapabilities</code> - <strong>Set of Capability enum values</strong> - Overrides from the backend level, for capabilities that this table does or does not possess.</p>
-</li>
-</ul>
-</div>
-<hr>
-</div>
-</div>
-<div class="sect2">
-<h3 id="_qqq_reports">QQQ Reports</h3>
-<div class="paragraph">
-<p>QQQ can generate reports based on <a href="Tables{relfilesuffix}">QQQ Tables</a> defined within a QQQ Instance.
-Users can run reports, providing input values.
-Alternatively, application code can run reports as needed, supplying input values.</p>
-</div>
-<div class="sect3">
-<h4 id="_qreportmetadata">QReportMetaData</h4>
-<div class="paragraph">
-<p>Reports are defined in a QQQ Instance with a <code><strong>QReportMetaData</strong></code> object.
-Reports are defined in terms of their sources of data (<code>QReportDataSource</code>), and their view(s) of that data (<code>QReportView</code>).</p>
-</div>
-<div class="paragraph">
-<p><strong>QReportMetaData Properties:</strong></p>
-</div>
-<div class="ulist">
-<ul>
-<li>
-<p><code>name</code> - <strong>String, Required</strong> - Unique name for the report within the QQQ Instance.</p>
-</li>
-<li>
-<p><code>label</code> - <strong>String</strong> - User-facing label for the report, presented in User Interfaces.
-Inferred from <code>name</code> if not set.</p>
-</li>
-<li>
-<p><code>processName</code> - <strong>String</strong> - Name of a <a href="Processes{relfilesuffix}">QQQ Process</a> used to run the report in a User Interface.</p>
-</li>
-<li>
-<p><code>inputFields</code> - <strong>List of <a href="Fields{relfilesuffix}">QQQ Field</a></strong> - Optional list of fields used as input to the report.</p>
-<div class="ulist">
-<ul>
-<li>
-<p>The values in these fields can be used via the syntax <code>${input.NAME}</code>, where <code>NAME</code> is the <code>name</code> attribute of the <code>inputField</code>.</p>
-</li>
-<li>
-<p>For example:</p>
-</li>
-</ul>
-</div>
-</li>
-</ul>
-</div>
-<div class="listingblock">
-<div class="content">
-<pre class="CodeRay highlight"><code data-lang="java"><span class="comment">// given this inputField:</span>
-<span class="keyword">new</span> QFieldMetaData(<span class="string"><span class="delimiter">&quot;</span><span class="content">storeId</span><span class="delimiter">&quot;</span></span>, QFieldType.INTEGER)
-
-<span class="comment">// its run-time value can be accessed, e.g., in a query filter under a data source:</span>
-<span class="keyword">new</span> QFilterCriteria(<span class="string"><span class="delimiter">&quot;</span><span class="content">storeId</span><span class="delimiter">&quot;</span></span>, QCriteriaOperator.EQUALS, <span class="predefined-type">List</span>.of(<span class="string"><span class="delimiter">&quot;</span><span class="content">${input.storeId}</span><span class="delimiter">&quot;</span></span>))
-
-<span class="comment">// or in a report view's title or field formulas:</span>
-.withTitleFields(<span class="predefined-type">List</span>.of(<span class="string"><span class="delimiter">&quot;</span><span class="content">${input.storeId}</span><span class="delimiter">&quot;</span></span>))
-<span class="keyword">new</span> QReportField().withName(<span class="string"><span class="delimiter">&quot;</span><span class="content">storeId</span><span class="delimiter">&quot;</span></span>).withFormula(<span class="string"><span class="delimiter">&quot;</span><span class="content">${input.storeId}</span><span class="delimiter">&quot;</span></span>)</code></pre>
-</div>
-</div>
-<div class="ulist">
-<ul>
-<li>
-<p><code>dataSources</code> - <strong>List of QReportDataSource, Required</strong> - Definitions of the sources of data for the report.
-At least one is required.</p>
-</li>
-</ul>
-</div>
-<div class="sect4">
-<h5 id="_qreportdatasource">QReportDataSource</h5>
-<div class="paragraph">
-<p>Data sources for QQQ Reports can either reference <a href="Tables{relfilesuffix}">QQQ Tables</a> within the QQQ Instance, or they can provide custom code in the form of a <code>CodeReference</code> to a  <code>Supplier</code>, for use cases such as a static data tab in an Excel report.</p>
-</div>
-<div class="paragraph">
-<p><strong>QReportDataSource Properties:</strong></p>
-</div>
-<div class="ulist">
-<ul>
-<li>
-<p><code>name</code> - <strong>String, Required</strong> - Unique name for the data source within its containing Report.</p>
-</li>
-<li>
-<p><code>sourceTable</code> - <strong>String, Conditional</strong> - Reference to a <a href="Tables{relfilesuffix}">QQQ Table</a> in the QQQ Instance, which the data source queries data from.</p>
-</li>
-<li>
-<p><code>queryFilter</code> - <strong>QQueryFilter</strong> - If a <code>sourceTable</code> is defined, then the filter specified here is used to filter and sort the records queried from that table when generating the report.</p>
-</li>
-<li>
-<p><code>staticDataSupplier</code> - <strong>QCodeReference, Conditional</strong> - Reference to custom code which can be used to supply the data for the data source, as an alternative to querying a <code>sourceTable</code>.</p>
-<div class="ulist">
-<ul>
-<li>
-<p>Must be a <code>JAVA</code> code type</p>
-</li>
-<li>
-<p>Must be a <code>REPORT_STATIC_DATA_SUPPLIER</code> code usage.</p>
-</li>
-<li>
-<p>The referenced class must implement the interface: <code>Supplier&lt;List&lt;List&lt;Serializable&gt;&gt;&gt;</code>.</p>
-</li>
-</ul>
-</div>
-</li>
-</ul>
-</div>
-</div>
-<div class="sect4">
-<h5 id="_qreportview">QReportView</h5>
-<div class="paragraph">
-<p>Report Views control how the source data for a report is organized and presented to the user in the output report file.
-If a DataSource describes the rows for a report (e.g., what table provides what records), then a View may be thought of as describing the columns in the report.
-A single report can have multiple views, specifically, for the use-case where an Excel file is being generated, in which case each View creates a tab or sheet within the <code>xlsx</code> file.</p>
-</div>
-<div class="paragraph">
-<p><strong>QReportView Properties:</strong></p>
-</div>
-<div class="ulist">
-<ul>
-<li>
-<p><code>name</code> - <strong>String, Required</strong> - Unique name for the view within its containing Report.</p>
-</li>
-<li>
-<p><code>label</code> - <strong>String</strong> - Used as a sheet (tab) label in Excel formatted reports.</p>
-</li>
-<li>
-<p><code>type</code> - <strong>enum of TABLE, SUMMARY, PIVOT. Required</strong> - Defines the type of view being defined.</p>
-<div class="ulist">
-<ul>
-<li>
-<p><strong>TABLE</strong> views are a simple listing of the records from the data source.</p>
-</li>
-<li>
-<p><strong>SUMMARY</strong> views are essentially pre-computed Pivot Tables.
-That is to say, the aggregation done by a Pivot Table in a spreadsheet file is done by QQQ while generating the report.
-In this way, a non-spreadsheet report (e.g., PDF or CSV) can have summarized data, as though it were a Pivot Table in a live spreadsheet.</p>
-</li>
-<li>
-<p><strong>PIVOT</strong> views produce actual Pivot Tables, and are only supported in Excel files <em>(and are not supported at the time of this writing)</em>.</p>
-</li>
-</ul>
-</div>
-</li>
-<li>
-<p><code>dataSourceName</code> - <strong>String, Required</strong> - Reference to a DataSource within the report, that is used to provide the rows for the view.</p>
-</li>
-<li>
-<p><code>varianceDataSourceName</code> - <strong>String</strong> - Optional reference to a second DataSource within the report, that is used in <code><strong>SUMMARY</strong></code> type views for computing variances.</p>
-<div class="ulist">
-<ul>
-<li>
-<p>For example, given a Data Source with a filter that selects all sales records for a given year, a Variance Data Source may have a filter that selects the previous year, for doing comparissons.</p>
-</li>
-</ul>
-</div>
-</li>
-<li>
-<p><code>pivotFields</code> - <strong>List of String, Conditional</strong> - For <strong>SUMMARY</strong> or <strong>PIVOT</strong> type views, specify the field(s) used as pivot rows.</p>
-<div class="ulist">
-<ul>
-<li>
-<p>For example, in a summary view of orders, you may "pivot" on the <strong>customerId</strong> field, to produce one row per-customer, with aggregate data for that customer.</p>
-</li>
-</ul>
-</div>
-</li>
-<li>
-<p><code>titleFormat</code> - <strong>String</strong> - Java Format String, used with <code>titleFields</code> (if given), to produce a title row, e.g., first row in the view (before any rows from the data source).</p>
-</li>
-<li>
-<p><code>titleFields</code> - <strong>List of String, Conditional</strong> - Used with <code>titleFormat</code>, to provide values for any format specifiers in the format string.
-Syntax to reference a field (e.g., from a report input field) is: <code>${input.NAME}</code>, where <code>NAME</code> is the <code>name</code> attribute of the inputField.</p>
-<div class="ulist">
-<ul>
-<li>
-<p>Example of using <code>titleFormat</code> and <code>titleFields</code>:</p>
-</li>
-</ul>
-</div>
-</li>
-</ul>
-</div>
-<div class="listingblock">
-<div class="content">
-<pre class="CodeRay highlight"><code data-lang="java"><span class="comment">// given these inputFields:</span>
-<span class="keyword">new</span> QFieldMetaData(<span class="string"><span class="delimiter">&quot;</span><span class="content">startDate</span><span class="delimiter">&quot;</span></span>, QFieldType.DATE)
-<span class="keyword">new</span> QFieldMetaData(<span class="string"><span class="delimiter">&quot;</span><span class="content">endDate</span><span class="delimiter">&quot;</span></span>, QFieldType.DATE)
-
-<span class="comment">// a view can have a title row like this:</span>
-.withTitleFormat(<span class="string"><span class="delimiter">&quot;</span><span class="content">Weekly Sales Report - %s - %s</span><span class="delimiter">&quot;</span></span>)
-.withTitleFields(<span class="predefined-type">List</span>.of(<span class="string"><span class="delimiter">&quot;</span><span class="content">${input.startDate}</span><span class="delimiter">&quot;</span></span>, <span class="string"><span class="delimiter">&quot;</span><span class="content">${input.endDate}</span><span class="delimiter">&quot;</span></span>))</code></pre>
-</div>
-</div>
-<div class="ulist">
-<ul>
-<li>
-<p><code>includeHeaderRow</code> - <strong>boolean, default true</strong> - Indication that first row of the view should be the column labels.</p>
-<div class="ulist">
-<ul>
-<li>
-<p>If true, then header row is put in the view.</p>
-</li>
-<li>
-<p>If false, then no header row is put in the view.</p>
-</li>
-</ul>
-</div>
-</li>
-<li>
-<p><code>includeTotalRow</code> - <strong>boolean, default false</strong> - Indication that a totals row should be added to the view.
-All numeric columns are summed to produce values in the totals row.</p>
-<div class="ulist">
-<ul>
-<li>
-<p>If true, then totals row is put in the view.</p>
-</li>
-<li>
-<p>If false, then no totals row is put in the view.</p>
-</li>
-</ul>
-</div>
-</li>
-<li>
-<p><code>includePivotSubTotals</code> - <strong>boolean, default false</strong> - For a <strong>SUMMARY</strong> or <strong>PIVOT</strong> type view, if there are more than 1 <strong>pivotFields</strong> being used, this field is an indication that each higher-level pivot should include sub-totals.</p>
-<div class="ulist">
-<ul>
-<li>
-<p><mark>TODO - provide example</mark></p>
-</li>
-</ul>
-</div>
-</li>
-<li>
-<p><code>columns</code> - <strong>List of QReportField, required</strong> - Definition of the columns to appear in the view.  See section on QReportField for details.</p>
-</li>
-<li>
-<p><code>orderByFields</code> - <strong>List of QFilterOrderBy, optional</strong> - For a <strong>SUMMARY</strong> or <strong>PIVOT</strong> type view, how to sort the rows.</p>
-</li>
-<li>
-<p><code>recordTransformStep</code> - <strong>QCodeReference, subclass of <code>AbstractTransformStep</code></strong> - Custom code reference that can be used to transform records after they are queried from the data source, and before they are placed into the view.
-Can be used to transform or customize values, or to look up additional values to add to the report.</p>
-<div class="ulist">
-<ul>
-<li>
-<p><mark>TODO - provide example</mark></p>
-</li>
-</ul>
-</div>
-</li>
-<li>
-<p><code>viewCustomizer</code> - <strong>QCodeReference, implementation of interface <code>Function&lt;QReportView, QReportView&gt;</code></strong> - Custom code reference that can be used to customize the report view, at runtime.
-Can be used, for example, to dynamically define the report&#8217;s <strong>columns</strong>.</p>
-<div class="ulist">
-<ul>
-<li>
-<p><mark>TODO - provide example</mark></p>
-</li>
-</ul>
-</div>
-</li>
-</ul>
-</div>
-<div class="sect5">
-<h6 id="_qreportfield">QReportField</h6>
-
-</div>
-</div>
-</div>
-</div>
-</div>
-</div>
-<div class="sect1">
-<h2 id="_actions">Actions</h2>
-<div class="sectionbody">
-<div class="sect2">
-<h3 id="_queryaction">QueryAction</h3>
-<div class="paragraph">
-<p>The <code><strong>QueryAction</strong></code> is the basic action that is used to get records from a <a href="Tables{relfilesuffix}">QQQ Table</a>.
-In SQL/RDBMS terms, it is analogous to a <code>SELECT</code> statement, where 0 or more records may be found and returned.</p>
-</div>
-<div class="sect3">
-<h4 id="_examples">Examples</h4>
-<div class="sect4">
-<h5 id="_simplest_form">Simplest Form</h5>
-<div class="listingblock">
-<div class="content">
-<pre class="CodeRay highlight"><code data-lang="java">QueryInput input = <span class="keyword">new</span> QueryInput(qInstance);
-input.setSession(session);
-input.setTableName(<span class="string"><span class="delimiter">&quot;</span><span class="content">orders</span><span class="delimiter">&quot;</span></span>);
-input.setFilter(<span class="keyword">new</span> QQueryFilter(<span class="keyword">new</span> QFilterCriteria(<span class="string"><span class="delimiter">&quot;</span><span class="content">total</span><span class="delimiter">&quot;</span></span>, GREATER_THAN, <span class="keyword">new</span> <span class="predefined-type">BigDecimal</span>(<span class="string"><span class="delimiter">&quot;</span><span class="content">3.50</span><span class="delimiter">&quot;</span></span>))));
-QueryOutput output = <span class="keyword">new</span> QueryAction.execute(input);
-<span class="predefined-type">List</span>&lt;QRecord&gt; records = output.getRecords();</code></pre>
-</div>
-</div>
-</div>
-</div>
-<div class="sect3">
-<h4 id="_queryinput">QueryInput</h4>
-<div class="ulist">
-<ul>
-<li>
-<p><code>table</code> - <strong>String, Required</strong> - Name of the table being queried against.</p>
-</li>
-<li>
-<p><code>filter</code> - <strong>QQueryFilter object</strong> - Specification for what records should be returned, based on <strong>QFilterCriteria</strong> objects, and how they should be sorted, based on <strong>QFilterOrderBy</strong> objects.</p>
-</li>
-<li>
-<p><code>skip</code> - <strong>Integer</strong> - Optional number of records to be skipped at the beginning of the result set.
-e.g., for implementing pagination.</p>
-</li>
-<li>
-<p><code>limit</code> - <strong>Integer</strong> - Optional maximum number of records to be returned by the query.</p>
-</li>
-<li>
-<p><code>transaction</code> - <strong>QBackendTransaction object</strong> - Optional transaction object.</p>
-<div class="ulist">
-<ul>
-<li>
-<p>Behavior for this object is backend-dependant.
-In an RDBMS backend, this object is generally needed if you want your query to see data that may have been modified within the same transaction.</p>
-</li>
-</ul>
-</div>
-</li>
-<li>
-<p><code>recordPipe</code> - <strong>RecordPipe object</strong> - Optional object that records are placed into, for asynchronous processing.</p>
-<div class="ulist">
-<ul>
-<li>
-<p>If a <strong>recordPipe</strong> is used, then records cannot be retrieved from the <strong>QueryOutput</strong>.
-Rather, such records must be read from the pipe&#8217;s <code>consumeAvailableRecords()</code> method.</p>
-</li>
-<li>
-<p>A <strong>recordPipe</strong> should only be used when a <strong>QueryAction</strong> is running in a separate Thread from the record&#8217;s consumer.</p>
-</li>
-</ul>
-</div>
-</li>
-<li>
-<p><code>shouldTranslatePossibleValues</code> - <strong>boolean, default: false</strong> - Controls whether any fields in the table with a <strong>possibleValueSource</strong> assigned to them should have those possible values looked up
-(e.g., to provide text translations in the generated records' <code>displayValues</code> map).</p>
-<div class="ulist">
-<ul>
-<li>
-<p>For example, if running a query to present results to a user, this would generally need to be <strong>true</strong>.
-But if running a query to provide data as part of a process, then this can generally be left as <strong>false</strong>.</p>
-</li>
-</ul>
-</div>
-</li>
-<li>
-<p><code>shouldGenerateDisplayValues</code> - <strong>boolean, default: false</strong> - Controls whether if field level <strong>displayFormats</strong> should be used to populate the generated records' <code>displayValues</code> map.</p>
-<div class="ulist">
-<ul>
-<li>
-<p>For example, if running a query to present results to a user, this would generally need to be <strong>true</strong>.
-But if running a query to provide data as part of a process, then this can generally be left as <strong>false</strong>.</p>
-</li>
-</ul>
-</div>
-</li>
-<li>
-<p><code>queryJoins</code> - <strong>List of QueryJoin objects</strong> - Optional list of tables to be joined with the main <strong>table</strong> specified in the <strong>QueryInput</strong>.
-See QueryJoin below for further details.</p>
-</li>
-</ul>
-</div>
-<div class="sect4">
-<h5 id="_qqueryfilter">QQueryFilter</h5>
-<div class="paragraph">
-<p>A key component of <strong>QueryInput</strong>, a <strong>QQueryFilter</strong> defines both what records should be included in a query&#8217;s results (e.g., an SQL <code>WHERE</code>), as well as how those results should be sorted (SQL <code>ORDER BY</code>).</p>
-</div>
-<div class="ulist">
-<ul>
-<li>
-<p><code>criteria</code> - <strong>List of QFilterCriteria</strong> - Individual conditions or clauses to filter records.
-They are combined using the <strong>booleanOperator</strong> specified in the <strong>QQueryFilter</strong>.  See below for further details.</p>
-</li>
-<li>
-<p><code>orderBys</code> - <strong>List of QFilterOrderBy</strong> - List of fields (and directions) to control the sorting of query results.
-In general, multiple <strong>orderBys</strong> can be given (depending on backend implementations).</p>
-</li>
-<li>
-<p><code>booleanOperator</code> - <strong>Enum of AND, OR, default: AND</strong> - Specifies the logical joining operator used among individual criteria.</p>
-</li>
-<li>
-<p><code>subFilters</code> - <strong>List of QQueryFilter</strong> - To build arbitrarily complex queries, with nested boolean logic, 0 or more <strong>subFilters</strong> may be provided.</p>
-<div class="ulist">
-<ul>
-<li>
-<p>Each <strong>subFilter</strong> can include its own additional <strong>subFilters</strong>.</p>
-</li>
-<li>
-<p>Each <strong>subFilter</strong> can specify a different <strong>booleanOperator</strong>.</p>
-</li>
-<li>
-<p>For example, consider the following <strong>QQueryFilter</strong>, that uses two <strong>subFilters</strong>, and a mix of <strong>booleanOperators</strong></p>
-</li>
-</ul>
-</div>
-</li>
-</ul>
-</div>
-<div class="listingblock">
-<div class="content">
-<pre class="CodeRay highlight"><code data-lang="java"> queryInput.setFilter(<span class="keyword">new</span> QQueryFilter()
-    .withBooleanOperator(OR)
-    .withSubFilters(<span class="predefined-type">List</span>.of(
-       <span class="keyword">new</span> QQueryFilter().withBooleanOperator(AND)
-          .withCriteria(<span class="keyword">new</span> QFilterCriteria(<span class="string"><span class="delimiter">&quot;</span><span class="content">firstName</span><span class="delimiter">&quot;</span></span>, EQUALS, <span class="string"><span class="delimiter">&quot;</span><span class="content">James</span><span class="delimiter">&quot;</span></span>))
-          .withCriteria(<span class="keyword">new</span> QFilterCriteria(<span class="string"><span class="delimiter">&quot;</span><span class="content">lastName</span><span class="delimiter">&quot;</span></span>, EQUALS, <span class="string"><span class="delimiter">&quot;</span><span class="content">Maes</span><span class="delimiter">&quot;</span></span>)),
-       <span class="keyword">new</span> QQueryFilter().withBooleanOperator(AND)
-          .withCriteria(<span class="keyword">new</span> QFilterCriteria(<span class="string"><span class="delimiter">&quot;</span><span class="content">firstName</span><span class="delimiter">&quot;</span></span>, EQUALS, <span class="string"><span class="delimiter">&quot;</span><span class="content">Darin</span><span class="delimiter">&quot;</span></span>))
-          .withCriteria(<span class="keyword">new</span> QFilterCriteria(<span class="string"><span class="delimiter">&quot;</span><span class="content">lastName</span><span class="delimiter">&quot;</span></span>, EQUALS, <span class="string"><span class="delimiter">&quot;</span><span class="content">Kelkhoff</span><span class="delimiter">&quot;</span></span>))
-    )));
-
-<span class="comment">// which would generate the following WHERE clause in an RDBMS backend:</span>
-   WHERE (first_name=<span class="string"><span class="delimiter">'</span><span class="content">James</span><span class="delimiter">'</span></span> AND last_name=<span class="string"><span class="delimiter">'</span><span class="content">Maes</span><span class="delimiter">'</span></span>) OR (first_name=<span class="string"><span class="delimiter">'</span><span class="content">Darin</span><span class="delimiter">'</span></span> AND last_name=<span class="string"><span class="delimiter">'</span><span class="content">Kelkhoff</span><span class="delimiter">'</span></span>)</code></pre>
-</div>
-</div>
-<div class="sect5">
-<h6 id="_qfiltercriteria">QFilterCriteria</h6>
-<div class="ulist">
-<ul>
-<li>
-<p><code>fieldName</code> - <strong>String, required</strong> - Reference to a field on the table being queried.</p>
-<div class="ulist">
-<ul>
-<li>
-<p>Or, in the case of a query with <strong>queryJoins</strong>, a qualified name of a field from a join-table (where the qualifier would be the joined table&#8217;s name or alias, followed by a dot)</p>
-<div class="ulist">
-<ul>
-<li>
-<p>For example:  <code>orderLine.sku</code> or <code>orderBillToCustomer.firstName</code></p>
-</li>
-</ul>
-</div>
-</li>
-</ul>
-</div>
-</li>
-<li>
-<p><code>operator</code> - <strong>Enum of QCriteriaOperator, required</strong> - Comparison operation to be applied to the field specified as <strong>fieldName</strong> and the <strong>values</strong> or <strong>otherFieldName</strong>.</p>
-<div class="ulist">
-<ul>
-<li>
-<p>e.g., <code>EQUALS</code>, <code>NOT_IN</code>, <code>GREATER_THAN</code>, <code>BETWEEN</code>, <code>IS_BLANK</code>, etc.</p>
-</li>
-</ul>
-</div>
-</li>
-<li>
-<p><code>values</code> - <strong>List of values, conditional</strong> - Provides the value(s) that the field is compared against.
-The number of values (0, 1, 2, or more) be driven based on the <strong>operator</strong> being used.
-If an <strong>otherFieldName</strong> is given, and the <strong>operator</strong> expects 1 value, then <strong>values</strong> is ignored, and <strong>otherFieldName</strong> is used.</p>
-</li>
-<li>
-<p><code>otherFieldName</code> - <strong>String, conditional</strong> - Specifies that the <strong>fieldName</strong> should be compared against another field in the records, rather than the values in the <strong>values</strong> property.
-Only used for <strong>operators</strong> that expect 1 value (e.g., <code>EQUALS</code> or <code>LESS_THAN_OR_EQUALS</code> - not <code>IS_NOT_BLANK</code> or <code>IN</code>).</p>
-</li>
-</ul>
-</div>
-<div class="paragraph">
-<p>QFilterCriteria definition examples:</p>
-</div>
-<div class="listingblock">
-<div class="content">
-<pre class="CodeRay highlight"><code data-lang="java"><span class="comment">// one-liners, via constructors that take (List&lt;Serializable&gt; values) or (Serializable... values) in 3rd position</span>
-<span class="keyword">new</span> QFilterCriteria(<span class="string"><span class="delimiter">&quot;</span><span class="content">id</span><span class="delimiter">&quot;</span></span>, IN, <span class="predefined-type">List</span>.of(<span class="integer">1</span>, <span class="integer">2</span>, <span class="integer">3</span>))
-<span class="keyword">new</span> QFilterCriteria(<span class="string"><span class="delimiter">&quot;</span><span class="content">name</span><span class="delimiter">&quot;</span></span>, IS_BLANK)
-<span class="keyword">new</span> QFilterCriteria(<span class="string"><span class="delimiter">&quot;</span><span class="content">orderNo</span><span class="delimiter">&quot;</span></span>, IN, orderNoList)
-<span class="keyword">new</span> QFilterCriteria(<span class="string"><span class="delimiter">&quot;</span><span class="content">state</span><span class="delimiter">&quot;</span></span>, EQUALS, <span class="string"><span class="delimiter">&quot;</span><span class="content">MO</span><span class="delimiter">&quot;</span></span>);
-
-<span class="comment">// long-form, with fluent setters</span>
-<span class="keyword">new</span> QFilterCriteria()
-   .withFieldName(<span class="string"><span class="delimiter">&quot;</span><span class="content">quantity</span><span class="delimiter">&quot;</span></span>)
-   .withOpeartor(QCriteriaOperator.GREATER_THAN)
-   .withValues(<span class="predefined-type">List</span>.of(<span class="integer">47</span>));
-
-<span class="comment">// to use otherFieldName, long-form must be used</span>
-<span class="keyword">new</span> QFilterCriteria()
-   .withFieldName(<span class="string"><span class="delimiter">&quot;</span><span class="content">firstName</span><span class="delimiter">&quot;</span></span>)
-   .withOpeartor(QCriteriaOperator.EQUALS)
-   .withOtherFieldName(<span class="string"><span class="delimiter">&quot;</span><span class="content">lastName</span><span class="delimiter">&quot;</span></span>);
-
-<span class="comment">// using otherFieldName to build a criterion that looks at two fields from join tables</span>
-<span class="keyword">new</span> QFilterCriteria()
-   .withFieldName(<span class="string"><span class="delimiter">&quot;</span><span class="content">billToCustomer.lastName</span><span class="delimiter">&quot;</span></span>)
-   .withOpeartor(QCriteriaOperator.NOT_EQUALS)
-   .withOtherFieldName(<span class="string"><span class="delimiter">&quot;</span><span class="content">shipToCustomer.lastName</span><span class="delimiter">&quot;</span></span>);</code></pre>
-</div>
-</div>
-</div>
-<div class="sect5">
-<h6 id="_qfilterorderby">QFilterOrderBy</h6>
-<div class="ulist">
-<ul>
-<li>
-<p><code>fieldName</code> - <strong>String, required</strong> - Reference to a field on the table being queried.</p>
-<div class="ulist">
-<ul>
-<li>
-<p>Or, in the case of a query with <strong>queryJoins</strong>, a qualified name of a field from a join-table (where the qualifier would be the joined table&#8217;s name or alias, followed by a dot)</p>
-</li>
-</ul>
-</div>
-</li>
-<li>
-<p><code>isAscending</code> - <strong>boolean, default: true</strong> - Specify if the sort is ascending or descending.</p>
-</li>
-</ul>
-</div>
-<div class="paragraph">
-<p>QFilterCriteria definition examples:</p>
-</div>
-<div class="listingblock">
-<div class="content">
-<pre class="CodeRay highlight"><code data-lang="java"><span class="comment">// short-form, via constructors</span>
-<span class="keyword">new</span> QFilterOrderBy(<span class="string"><span class="delimiter">&quot;</span><span class="content">id</span><span class="delimiter">&quot;</span></span>) <span class="comment">// isAscending defaults to true.</span>
-<span class="keyword">new</span> QFilterOrderBy(<span class="string"><span class="delimiter">&quot;</span><span class="content">name</span><span class="delimiter">&quot;</span></span>, <span class="predefined-constant">false</span>)
-
-<span class="comment">// long-form, with fluent setters</span>
-<span class="keyword">new</span> QFilterOrderBy()
-   .withFieldName(<span class="string"><span class="delimiter">&quot;</span><span class="content">birthDate</span><span class="delimiter">&quot;</span></span>)
-   .withIsAscending(<span class="predefined-constant">true</span>);</code></pre>
-</div>
-</div>
-</div>
-</div>
-<div class="sect4">
-<h5 id="_queryjoin">QueryJoin</h5>
-<div class="ulist">
-<ul>
-<li>
-<p><code>leftTableOrAlias</code> - <strong>String, required</strong> - Name of the table on the left side of the join.
-If the table to be used here was given an alias from a previous <strong>queryJoin</strong>, then that alias name should be given here.</p>
-<div class="ulist">
-<ul>
-<li>
-<p>Will be inferred from <strong>joinMetaData</strong>, if <strong>leftTableOrAlias</strong> is not set when <strong>joinMetaData</strong> gets set (which will only use the leftTableName from the joinMetaData - never an alias)</p>
-</li>
-</ul>
-</div>
-</li>
-<li>
-<p><code>rightTable</code> - <strong>String, required</strong> - Name of the table on the right side of the join.</p>
-<div class="ulist">
-<ul>
-<li>
-<p>Will be inferred from <strong>joinMetaData</strong>, if <strong>rightTable</strong> is not set when <strong>joinMetaData</strong> gets set.</p>
-</li>
-</ul>
-</div>
-</li>
-<li>
-<p><code>joinMetaData</code> - <strong>QJoinMetaData object</strong> - Optional specification of a <a href="Joins{relfilesuffix}">QQQ Join</a> in the current QInstance.
-If not set, will be looked up at runtime based on <strong>leftTableOrAlias</strong> and <strong>rightTable</strong>.</p>
-<div class="ulist">
-<ul>
-<li>
-<p>If set before <strong>leftTableOrAlias</strong> and <strong>rightTable</strong>, then they will be set based on the <strong>leftTable</strong> and <strong>rightTable</strong> in this object.</p>
-</li>
-</ul>
-</div>
-</li>
-<li>
-<p><code>alias</code> - <strong>String</strong> - Optional (unless multiple instances of the same table are being joined together, when it becomes required).
-Behavior based on SQL <code>FROM</code> clause aliases.
-If given, must be used as the part before the dot in field name specifications throughout the rest of the query input.</p>
-</li>
-<li>
-<p><code>select</code> - <strong>boolean, default: false</strong> - Specify whether fields from the <strong>rightTable</strong> should be selected by the query.
-If <strong>true</strong>, then the <code>QRecord</code> objects returned by this query will have values with corresponding to the (table-or-alias <code>.</code> field-name) form.</p>
-</li>
-<li>
-<p><code>type</code> - <strong>Enum of INNER, LEFT, RIGHT, FULL, default: INNER</strong> - specifies the SQL-style type of join being performed.</p>
-</li>
-</ul>
-</div>
-<div class="paragraph">
-<p>QueryJoin definition examples:</p>
-</div>
-<div class="listingblock">
-<div class="content">
-<pre class="CodeRay highlight"><code data-lang="java"><span class="comment">// selecting from an &quot;orderLine&quot; table joined to its corresponding &quot;order&quot; table</span>
-queryInput.withQueryJoin(<span class="keyword">new</span> QueryJoin(<span class="string"><span class="delimiter">&quot;</span><span class="content">orderLine</span><span class="delimiter">&quot;</span></span>, <span class="string"><span class="delimiter">&quot;</span><span class="content">order</span><span class="delimiter">&quot;</span></span>).withSelect(<span class="predefined-constant">true</span>));
-...
-queryOutput.getRecords().get(<span class="integer">0</span>).getValueBigDecimal(<span class="string"><span class="delimiter">&quot;</span><span class="content">order.grandTotal</span><span class="delimiter">&quot;</span></span>);
-
-<span class="comment">// given an &quot;order&quot; table with 2 foreign keys to a customer table (billToCustomerId and shipToCustomerId)</span>
-<span class="comment">// Note, we must supply the JoinMetaData to the QueryJoin, to drive what fields to join on in each case.</span>
-queryInput.withQueryJoins(<span class="predefined-type">List</span>.of(
-   <span class="keyword">new</span> QueryJoin(instance.getJoin(<span class="string"><span class="delimiter">&quot;</span><span class="content">orderJoinShipToCustomer</span><span class="delimiter">&quot;</span></span>)
-       .withAlias(<span class="string"><span class="delimiter">&quot;</span><span class="content">shipToCustomer</span><span class="delimiter">&quot;</span></span>)
-       .withSelect(<span class="predefined-constant">true</span>)),
-   <span class="keyword">new</span> QueryJoin(instance.getJoin(<span class="string"><span class="delimiter">&quot;</span><span class="content">orderJoinBillToCustomer</span><span class="delimiter">&quot;</span></span>)
-       .withAlias(<span class="string"><span class="delimiter">&quot;</span><span class="content">billToCustomer</span><span class="delimiter">&quot;</span></span>)
-       .withSelect(<span class="predefined-constant">true</span>))));
-...
-record.getValueString(<span class="string"><span class="delimiter">&quot;</span><span class="content">billToCustomer.firstName</span><span class="delimiter">&quot;</span></span>)
-   + <span class="string"><span class="delimiter">&quot;</span><span class="content"> placed an order for </span><span class="delimiter">&quot;</span></span>
-   + record.getValueString(<span class="string"><span class="delimiter">&quot;</span><span class="content">shipToCustomer.firstName</span><span class="delimiter">&quot;</span></span>)</code></pre>
-</div>
-</div>
-</div>
-</div>
-<div class="sect3">
-<h4 id="_queryoutput">QueryOutput</h4>
-<div class="ulist">
-<ul>
-<li>
-<p><code>records</code> - <strong>List of QRecord</strong> - List of 0 or more records that match the query filter.</p>
-<div class="ulist">
-<ul>
-<li>
-<p><em>Note:  If a <strong>recordPipe</strong> was supplied to the QueryInput, then calling <code>queryOutput.getRecords()</code> will result in an <code>IllegalStateException</code> being thrown - as the records were placed into the pipe as they were fetched, and cannot all be accessed as a single list.</em></p>
-</li>
-</ul>
-</div>
-</li>
-</ul>
-</div>
-<hr>
-</div>
-</div>
-<div class="sect2">
-<h3 id="_rendertemplateaction">RenderTemplateAction</h3>
-<div class="paragraph">
-<p>The <code><strong>RenderTemplateAction</strong></code> performs the job of taking a template - that is, a string of code, in a templating language, such as <a href="https://velocity.apache.org/engine/1.7/user-guide.html">Velocity</a>, and merging it with a set of data (known as a context), to produce some using-facing output, such as a String of HTML.</p>
-</div>
-<div class="sect3">
-<h4 id="_examples_2">Examples</h4>
-<div class="sect4">
-<h5 id="_canonical_form">Canonical Form</h5>
-<div class="listingblock">
-<div class="content">
-<pre class="CodeRay highlight"><code data-lang="java">RenderTemplateInput input = <span class="keyword">new</span> RenderTemplateInput(qInstance);
-input.setSession(session);
-input.setCode(<span class="string"><span class="delimiter">&quot;</span><span class="content">Hello, ${name}</span><span class="delimiter">&quot;</span></span>);
-input.setTemplateType(TemplateType.VELOCITY);
-input.setContext(<span class="predefined-type">Map</span>.of(<span class="string"><span class="delimiter">&quot;</span><span class="content">name</span><span class="delimiter">&quot;</span></span>, <span class="string"><span class="delimiter">&quot;</span><span class="content">Darin</span><span class="delimiter">&quot;</span></span>));
-RenderTemplateOutput output = <span class="keyword">new</span> RenderTemplateAction.execute(input);
-<span class="predefined-type">String</span> result = output.getResult();
-assertEquals(<span class="string"><span class="delimiter">&quot;</span><span class="content">Hello, Darin</span><span class="delimiter">&quot;</span></span>, result);</code></pre>
-</div>
-</div>
-</div>
-<div class="sect4">
-<h5 id="_convenient_form">Convenient Form</h5>
-<div class="listingblock">
-<div class="content">
-<pre class="CodeRay highlight"><code data-lang="java"><span class="predefined-type">String</span> result = RenderTemplateAction.renderVelocity(input, <span class="predefined-type">Map</span>.of(<span class="string"><span class="delimiter">&quot;</span><span class="content">name</span><span class="delimiter">&quot;</span></span>, <span class="string"><span class="delimiter">&quot;</span><span class="content">Darin</span><span class="delimiter">&quot;</span></span>), <span class="string"><span class="delimiter">&quot;</span><span class="content">Hello, ${name}</span><span class="delimiter">&quot;</span></span>);
-assertEquals(<span class="string"><span class="delimiter">&quot;</span><span class="content">Hello, Darin</span><span class="delimiter">&quot;</span></span>, result);</code></pre>
-</div>
-</div>
-</div>
-</div>
-<div class="sect3">
-<h4 id="_rendertemplateinput">RenderTemplateInput</h4>
-<div class="ulist">
-<ul>
-<li>
-<p><code>code</code> - <strong>String, Required</strong> - String of template code to be rendered, in the templating language specified by the <code>type</code> parameter.</p>
-</li>
-<li>
-<p><code>type</code> - <strong>Enum of VELOCITY, Required</strong> - Specifies the language of the template code.</p>
-</li>
-<li>
-<p><code>context</code> - <strong>Map of String → Object</strong> - Data to be made available to the template during rendering.</p>
-</li>
-</ul>
-</div>
-</div>
-<div class="sect3">
-<h4 id="_rendertemplateoutput">RenderTemplateOutput</h4>
-<div class="ulist">
-<ul>
-<li>
-<p><code>result</code> - <strong>String</strong> - Result of rendering the input template and context.</p>
-</li>
-</ul>
-</div>
-<hr>
-</div>
-</div>
-</div>
-</div>
-</div>
-<div id="footer">
-<div id="footer-text">
-Last updated 2022-11-23 15:52:31 -0600
-</div>
-</div>
-</body>
-</html>
\ No newline at end of file
diff --git a/docs/index.pdf b/docs/index.pdf
deleted file mode 100644
index 4f4ba0a8..00000000
--- a/docs/index.pdf
+++ /dev/null
@@ -1,12863 +0,0 @@
-%PDF-1.4
-%����
-1 0 obj
-<< /Title (QQQ)
-/Creator (Asciidoctor PDF 2.3.3, based on Prawn 2.4.0)
-/Producer (Asciidoctor PDF 2.3.3, based on Prawn 2.4.0)
-/ModDate (D:20221121090342-06'00')
-/CreationDate (D:20221121094618-06'00')
->>
-endobj
-2 0 obj
-<< /Type /Catalog
-/Pages 3 0 R
-/Names 12 0 R
-/Outlines 76 0 R
-/PageLabels 85 0 R
-/PageMode /UseOutlines
-/OpenAction [7 0 R /FitH 841.89]
-/ViewerPreferences << /DisplayDocTitle true
->>
->>
-endobj
-3 0 obj
-<< /Type /Pages
-/Count 9
-/Kids [7 0 R 10 0 R 15 0 R 19 0 R 35 0 R 43 0 R 49 0 R 52 0 R 55 0 R]
->>
-endobj
-4 0 obj
-<< /Length 2
->>
-stream
-q
-
-endstream
-endobj
-5 0 obj
-<< /Type /Page
-/Parent 3 0 R
-/MediaBox [0 0 595.28 841.89]
-/CropBox [0 0 595.28 841.89]
-/BleedBox [0 0 595.28 841.89]
-/TrimBox [0 0 595.28 841.89]
-/ArtBox [0 0 595.28 841.89]
-/Contents 4 0 R
-/Resources << /ProcSet [/PDF /Text /ImageB /ImageC /ImageI]
->>
->>
-endobj
-6 0 obj
-<< /Length 148
->>
-stream
-q
-/DeviceRGB cs
-0.6 0.6 0.6 scn
-/DeviceRGB CS
-0.6 0.6 0.6 SCN
-
-BT
-486.938 361.6965 Td
-/F1.0 27 Tf
-<515151> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-Q
-
-endstream
-endobj
-7 0 obj
-<< /Type /Page
-/Parent 3 0 R
-/MediaBox [0 0 595.28 841.89]
-/CropBox [0 0 595.28 841.89]
-/BleedBox [0 0 595.28 841.89]
-/TrimBox [0 0 595.28 841.89]
-/ArtBox [0 0 595.28 841.89]
-/Contents 6 0 R
-/Resources << /ProcSet [/PDF /Text /ImageB /ImageC /ImageI]
-/Font << /F1.0 8 0 R
->>
->>
->>
-endobj
-8 0 obj
-<< /Type /Font
-/BaseFont /3b6d06+NotoSerif
-/Subtype /TrueType
-/FontDescriptor 90 0 R
-/FirstChar 32
-/LastChar 255
-/Widths 92 0 R
-/ToUnicode 91 0 R
->>
-endobj
-9 0 obj
-<< /Length 4880
->>
-stream
-q
-/DeviceRGB cs
-0.2 0.2 0.2 scn
-/DeviceRGB CS
-0.2 0.2 0.2 SCN
-
-BT
-48.24 782.394 Td
-/F2.0 22 Tf
-[<54> 29.78516 <61626c65206f6620436f6e74656e7473>] TJ
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-BT
-48.24 751.856 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-48.24 751.856 Td
-/F1.0 10.5 Tf
-<496e74726f64756374696f6e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.66275 0.66275 0.66275 scn
-0.66275 0.66275 0.66275 SCN
-
-BT
-112.93062 751.856 Td
-/F1.0 10.5 Tf
-<2e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-BT
-540.49062 751.856 Td
-/F1.0 2.625 Tf
-<ca> Tj
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-541.1705 751.856 Td
-/F1.0 10.5 Tf
-<31> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-BT
-48.24 733.376 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-48.24 733.376 Td
-/F1.0 10.5 Tf
-<4d6574612044617461> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.66275 0.66275 0.66275 scn
-0.66275 0.66275 0.66275 SCN
-
-BT
-102.24162 733.376 Td
-/F1.0 10.5 Tf
-<2e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-BT
-540.49062 733.376 Td
-/F1.0 2.625 Tf
-<ca> Tj
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-541.1705 733.376 Td
-/F1.0 10.5 Tf
-<32> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-BT
-60.24 714.896 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-60.24 714.896 Td
-/F1.0 10.5 Tf
-[<5151512054> 29.78516 <61626c6573>] TJ
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.66275 0.66275 0.66275 scn
-0.66275 0.66275 0.66275 SCN
-
-BT
-123.61962 714.896 Td
-/F1.0 10.5 Tf
-<2e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-BT
-540.49062 714.896 Td
-/F1.0 2.625 Tf
-<ca> Tj
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-541.1705 714.896 Td
-/F1.0 10.5 Tf
-<32> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-BT
-60.24 696.416 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-60.24 696.416 Td
-/F1.0 10.5 Tf
-<515151205265706f727473> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.66275 0.66275 0.66275 scn
-0.66275 0.66275 0.66275 SCN
-
-BT
-128.96412 696.416 Td
-/F1.0 10.5 Tf
-<2e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-BT
-540.49062 696.416 Td
-/F1.0 2.625 Tf
-<ca> Tj
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-541.1705 696.416 Td
-/F1.0 10.5 Tf
-<33> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-BT
-48.24 677.936 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-48.24 677.936 Td
-/F1.0 10.5 Tf
-[<41> 20.01953 <6374696f6e73>] TJ
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.66275 0.66275 0.66275 scn
-0.66275 0.66275 0.66275 SCN
-
-BT
-86.20812 677.936 Td
-/F1.0 10.5 Tf
-<2e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-BT
-540.49062 677.936 Td
-/F1.0 2.625 Tf
-<ca> Tj
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-541.1705 677.936 Td
-/F1.0 10.5 Tf
-<37> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-BT
-60.24 659.456 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-60.24 659.456 Td
-/F1.0 10.5 Tf
-[<52656e64657254> 29.78516 <656d706c61746541> 20.01953 <6374696f6e>] TJ
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.66275 0.66275 0.66275 scn
-0.66275 0.66275 0.66275 SCN
-
-BT
-177.06462 659.456 Td
-/F1.0 10.5 Tf
-<2e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e202e20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-BT
-540.49062 659.456 Td
-/F1.0 2.625 Tf
-<ca> Tj
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-541.1705 659.456 Td
-/F1.0 10.5 Tf
-<37> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-Q
-
-endstream
-endobj
-10 0 obj
-<< /Type /Page
-/Parent 3 0 R
-/MediaBox [0 0 595.28 841.89]
-/CropBox [0 0 595.28 841.89]
-/BleedBox [0 0 595.28 841.89]
-/TrimBox [0 0 595.28 841.89]
-/ArtBox [0 0 595.28 841.89]
-/Contents 9 0 R
-/Resources << /ProcSet [/PDF /Text /ImageB /ImageC /ImageI]
-/Font << /F2.0 17 0 R
-/F1.0 8 0 R
->>
->>
-/Annots [64 0 R 65 0 R 66 0 R 67 0 R 68 0 R 69 0 R 70 0 R 71 0 R 72 0 R 73 0 R 74 0 R 75 0 R]
->>
-endobj
-11 0 obj
-[10 0 R /XYZ 0 841.89 null]
-endobj
-12 0 obj
-<< /Type /Names
-/Dests 13 0 R
->>
-endobj
-13 0 obj
-<< /Names [(__anchor-top) 86 0 R (_actions) 56 0 R (_canonical_form) 60 0 R (_convenient_form) 61 0 R (_examples) 59 0 R (_introduction) 16 0 R (_meta_data) 20 0 R (_qqq_reports) 37 0 R (_qqq_tables) 21 0 R (_qreportdatasource) 44 0 R (_qreportfield) 53 0 R (_qreportmetadata) 39 0 R (_qreportview) 47 0 R (_qtablemetadata) 23 0 R (_rendertemplateaction) 57 0 R (_rendertemplateinput) 62 0 R (_rendertemplateoutput) 63 0 R (toc) 11 0 R]
->>
-endobj
-14 0 obj
-<< /Length 1751
->>
-stream
-q
-/DeviceRGB cs
-0.2 0.2 0.2 scn
-/DeviceRGB CS
-0.2 0.2 0.2 SCN
-
-BT
-48.24 782.394 Td
-/F2.0 22 Tf
-<496e74726f64756374696f6e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-48.24 753.206 Td
-/F1.0 10.5 Tf
-<51515120697320c9> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-56.8805 725.426 Td
-/F1.0 10.5 Tf
-<a5> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-BT
-66.24 725.426 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-66.24 725.426 Td
-/F1.0 10.5 Tf
-[<4672> 20.01953 <616d65776f726b>] TJ
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-56.8805 703.646 Td
-/F1.0 10.5 Tf
-<a5> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-BT
-66.24 703.646 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-66.24 703.646 Td
-/F1.0 10.5 Tf
-[<4465636c6172> 20.01953 <6174697665>] TJ
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-56.8805 681.866 Td
-/F1.0 10.5 Tf
-<a5> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-BT
-66.24 681.866 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-66.24 681.866 Td
-/F1.0 10.5 Tf
-<45617379207468696e6720656173793b2048617264207468696e6720706f737369626c65> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-56.8805 660.086 Td
-/F1.0 10.5 Tf
-<a5> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-BT
-66.24 660.086 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-66.24 660.086 Td
-/F1.0 10.5 Tf
-<437573746f6d697a61626c65> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-q
-0.0 0.0 0.0 scn
-0.0 0.0 0.0 SCN
-1 w
-0 J
-0 j
-[] 0 d
-/Stamp1 Do
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-541.009 14.263 Td
-/F1.0 9 Tf
-<31> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-Q
-Q
-
-endstream
-endobj
-15 0 obj
-<< /Type /Page
-/Parent 3 0 R
-/MediaBox [0 0 595.28 841.89]
-/CropBox [0 0 595.28 841.89]
-/BleedBox [0 0 595.28 841.89]
-/TrimBox [0 0 595.28 841.89]
-/ArtBox [0 0 595.28 841.89]
-/Contents 14 0 R
-/Resources << /ProcSet [/PDF /Text /ImageB /ImageC /ImageI]
-/Font << /F2.0 17 0 R
-/F1.0 8 0 R
->>
-/XObject << /Stamp1 87 0 R
->>
->>
->>
-endobj
-16 0 obj
-[15 0 R /XYZ 0 841.89 null]
-endobj
-17 0 obj
-<< /Type /Font
-/BaseFont /7efbb4+NotoSerif-Bold
-/Subtype /TrueType
-/FontDescriptor 94 0 R
-/FirstChar 32
-/LastChar 255
-/Widths 96 0 R
-/ToUnicode 95 0 R
->>
-endobj
-18 0 obj
-<< /Length 20669
->>
-stream
-q
-/DeviceRGB cs
-0.2 0.2 0.2 scn
-/DeviceRGB CS
-0.2 0.2 0.2 SCN
-
-BT
-48.24 782.394 Td
-/F2.0 22 Tf
-<4d6574612044617461> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-48.24 741.146 Td
-/F2.0 18 Tf
-[<5151512054> 29.78516 <61626c6573>] TJ
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.69595 Tw
-
-BT
-48.24 713.126 Td
-/F1.0 10.5 Tf
-[<54686520636f72652074797065206f66206f626a65637420696e20612051515120496e7374616e6365206973207468652054> 29.78516 <61626c652e20496e20746865206d6f737420636f6d6d6f6e207573652d636173652c2061205151512054> 29.78516 <61626c65>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.61646 Tw
-
-BT
-48.24 697.346 Td
-/F1.0 10.5 Tf
-[<6d61> 20.01953 <792062652074686520696e2d61707020726570726573656e746174696f6e206f662061204461746162617365207461626c652e20546861742069732c206974206973206120636f6c6c656374696f6e206f66207265636f72647320286f7220726f777329>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-48.24 681.566 Td
-/F1.0 10.5 Tf
-<6f6620646174612c2065616368206f6620776869636820686173206120736574206f66206669656c647320286f7220636f6c756d6e73292e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-2.08072 Tw
-
-BT
-48.24 653.786 Td
-/F1.0 10.5 Tf
-<51515120616c736f20616c6c6f7773206f74686572207479706573206f66206461746120736f75726365732028> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.25882 0.5451 0.79216 scn
-0.25882 0.5451 0.79216 SCN
-
-2.08072 Tw
-
-BT
-289.00824 653.786 Td
-/F1.0 10.5 Tf
-[<515151204261636b> 20.01953 <656e6473>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-2.08072 Tw
-
-BT
-364.58876 653.786 Td
-/F1.0 10.5 Tf
-<2920746f2062652075736564206173207461626c65732c20737563682061732046696c65> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-1.27245 Tw
-
-BT
-48.24 638.006 Td
-/F1.0 10.5 Tf
-[<73797374656d732c20415049d5732c204a61766120656e756d73206f72206f626a656374732c206574632e20416c6c206f66207468657365206261636b> 20.01953 <656e642074797065732070726573656e74207468652073616d6520696e7465726661636573>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-48.24 622.226 Td
-/F1.0 10.5 Tf
-[<28626f746820757365722d696e74657266616365732c20616e64206170706c69636174696f6e2070726f6772> 20.01953 <616d6d696e6720696e7465726661636573292c207265676172646c657373206f66207468656972206261636b> 20.01953 <656e6420747970652e>] TJ
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-48.24 587.726 Td
-/F2.0 13 Tf
-[<51> 20.01953 <54> 29.78516 <61626c654d65746144617461>] TJ
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-1.15536 Tw
-
-BT
-48.24 561.166 Td
-/F1.0 10.5 Tf
-[<54> 29.78516 <61626c65732061726520646566696e656420696e20612051515120496e7374616e636520696e206120>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-1.15536 Tw
-
-BT
-267.67449 561.166 Td
-/F4.0 10.5 Tf
-<515461626c654d65746144617461> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-1.15536 Tw
-
-BT
-341.17449 561.166 Td
-/F1.0 10.5 Tf
-<206f626a6563742e20416c6c207461626c6573206d757374207265666572656e6365206120> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.25882 0.5451 0.79216 scn
-0.25882 0.5451 0.79216 SCN
-
-1.15536 Tw
-
-BT
-523.667 561.166 Td
-/F1.0 10.5 Tf
-<515151> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.25882 0.5451 0.79216 scn
-0.25882 0.5451 0.79216 SCN
-
-0.20871 Tw
-
-BT
-48.24 545.386 Td
-/F1.0 10.5 Tf
-[<4261636b> 20.01953 <656e64>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.20871 Tw
-
-BT
-90.91179 545.386 Td
-/F1.0 10.5 Tf
-<2c2061206c697374206f66206669656c6473207468617420646566696e6520746865207368617065206f66207265636f72647320696e20746865207461626c652c20616e64206164646974696f6e616c206461746120746f206465736372696265> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-48.24 529.606 Td
-/F1.0 10.5 Tf
-[<686f7720746f20776f726b207769746820746865207461626c652077697468696e20697473206261636b> 20.01953 <656e642e>] TJ
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-48.24 501.826 Td
-/F2.0 10.5 Tf
-[<51> 20.01953 <54> 29.78516 <61626c654d657461446174612050726f706572746965733a>] TJ
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-56.8805 474.046 Td
-/F1.0 10.5 Tf
-<a5> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-BT
-66.24 474.046 Td
-ET
-
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-BT
-66.24 474.046 Td
-/F3.0 10.5 Tf
-<6e616d65> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-87.24 474.046 Td
-/F1.0 10.5 Tf
-<202d20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-95.934 474.046 Td
-/F2.0 10.5 Tf
-<537472696e672c205265717569726564> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-183.3255 474.046 Td
-/F1.0 10.5 Tf
-<202d20556e69717565206e616d6520666f7220746865207461626c652077697468696e207468652051515120496e7374616e63652e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-56.8805 452.266 Td
-/F1.0 10.5 Tf
-<a5> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-0.11056 Tw
-
-BT
-66.24 452.266 Td
-ET
-
-
-0.0 Tw
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-0.11056 Tw
-
-BT
-66.24 452.266 Td
-/F3.0 10.5 Tf
-<6c6162656c> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.11056 Tw
-
-BT
-92.49 452.266 Td
-/F1.0 10.5 Tf
-<202d20> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.11056 Tw
-
-BT
-101.40513 452.266 Td
-/F2.0 10.5 Tf
-<537472696e67> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.11056 Tw
-
-BT
-133.83962 452.266 Td
-/F1.0 10.5 Tf
-<202d20557365722d666163696e67206c6162656c20666f7220746865207461626c652c2070726573656e74656420696e205573657220496e74657266616365732e20496e6665727265642066726f6d20> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-0.11056 Tw
-
-BT
-515.98594 452.266 Td
-/F3.0 10.5 Tf
-<6e616d65> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.11056 Tw
-
-BT
-536.98594 452.266 Td
-/F1.0 10.5 Tf
-<206966> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-BT
-66.24 436.486 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-66.24 436.486 Td
-/F1.0 10.5 Tf
-<6e6f74207365742e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-56.8805 414.706 Td
-/F1.0 10.5 Tf
-<a5> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-BT
-66.24 414.706 Td
-ET
-
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-BT
-66.24 414.706 Td
-/F3.0 10.5 Tf
-<6261636b656e644e616d65> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-123.99 414.706 Td
-/F1.0 10.5 Tf
-<202d20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-132.684 414.706 Td
-/F2.0 10.5 Tf
-<537472696e672c205265717569726564> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-220.0755 414.706 Td
-/F1.0 10.5 Tf
-<202d204e616d65206f66206120> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.25882 0.5451 0.79216 scn
-0.25882 0.5451 0.79216 SCN
-
-BT
-282.204 414.706 Td
-/F1.0 10.5 Tf
-[<515151204261636b> 20.01953 <656e64>] TJ
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-350.96829 414.706 Td
-/F1.0 10.5 Tf
-<20696e2077686963682074686973207461626c65d5732064617461206973206d616e616765642e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-56.8805 392.926 Td
-/F1.0 10.5 Tf
-<a5> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-0.53229 Tw
-
-BT
-66.24 392.926 Td
-ET
-
-
-0.0 Tw
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-0.53229 Tw
-
-BT
-66.24 392.926 Td
-/F3.0 10.5 Tf
-<6669656c6473> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.53229 Tw
-
-BT
-97.74 392.926 Td
-/F1.0 10.5 Tf
-<202d20> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.53229 Tw
-
-BT
-107.49858 392.926 Td
-/F2.0 10.5 Tf
-<4d6170206f6620537472696e6720> Tj
-/F2.1 10.5 Tf
-<2120> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.25882 0.5451 0.79216 scn
-0.25882 0.5451 0.79216 SCN
-
-0.53229 Tw
-
-BT
-197.19774 392.926 Td
-/F2.0 10.5 Tf
-<515151204669656c64> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.53229 Tw
-
-BT
-251.94152 392.926 Td
-/F2.0 10.5 Tf
-<2c205265717569726564> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.53229 Tw
-
-BT
-307.43081 392.926 Td
-/F1.0 10.5 Tf
-[<202d2054686520636f6c756d6e73206f6620646174612074686174206d616b> 20.01953 <6520757020616c6c207265636f726473>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-BT
-66.24 377.146 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-66.24 377.146 Td
-/F1.0 10.5 Tf
-<696e2074686973207461626c652e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-56.8805 355.366 Td
-/F1.0 10.5 Tf
-<a5> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-0.05151 Tw
-
-BT
-66.24 355.366 Td
-ET
-
-
-0.0 Tw
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-0.05151 Tw
-
-BT
-66.24 355.366 Td
-/F3.0 10.5 Tf
-<7072696d6172794b65794669656c64> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.05151 Tw
-
-BT
-144.99 355.366 Td
-/F1.0 10.5 Tf
-<202d20> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.05151 Tw
-
-BT
-153.78703 355.366 Td
-/F2.0 10.5 Tf
-<537472696e672c20436f6e646974696f6e616c> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.05151 Tw
-
-BT
-254.33404 355.366 Td
-/F1.0 10.5 Tf
-<202d204e616d65206f66206120> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.25882 0.5451 0.79216 scn
-0.25882 0.5451 0.79216 SCN
-
-0.05151 Tw
-
-BT
-316.7201 355.366 Td
-/F1.0 10.5 Tf
-<515151204669656c64> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.05151 Tw
-
-BT
-367.70712 355.366 Td
-/F1.0 10.5 Tf
-[<20746861742073657276657320617320746865207072696d617279206b> 20.01953 <65792028652e672e2c>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-BT
-66.24 339.586 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-66.24 339.586 Td
-/F1.0 10.5 Tf
-<756e69717565206964656e7469666965722920666f72207265636f72647320696e2074686973207461626c652e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-56.8805 317.806 Td
-/F1.0 10.5 Tf
-<a5> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-1.33069 Tw
-
-BT
-66.24 317.806 Td
-ET
-
-
-0.0 Tw
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-1.33069 Tw
-
-BT
-66.24 317.806 Td
-/F3.0 10.5 Tf
-<756e697175654b657973> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-1.33069 Tw
-
-BT
-118.74 317.806 Td
-/F1.0 10.5 Tf
-<202d20> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-1.33069 Tw
-
-BT
-130.09537 317.806 Td
-/F2.0 10.5 Tf
-[<4c697374206f6620556e697175654b> 20.01953 <6579>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-1.33069 Tw
-
-BT
-226.65804 317.806 Td
-/F1.0 10.5 Tf
-[<202d20446566696e6974696f6e206f66206164646974696f6e616c20756e6971756520636f6e737472> 20.01953 <61696e7473202866726f6d20616e205244424d53>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-1.78334 Tw
-
-BT
-66.24 302.026 Td
-ET
-
-
-0.0 Tw
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-1.78334 Tw
-
-BT
-66.24 302.026 Td
-/F1.0 10.5 Tf
-<706f696e74206f662076696577292066726f6d20746865207461626c652e20652e672e2c2073657473206f6620636f6c756d6e73207768696368206d757374206861766520756e697175652076616c75657320666f722065616368> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-BT
-66.24 286.246 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-66.24 286.246 Td
-/F1.0 10.5 Tf
-<7265636f726420696e20746865207461626c652e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-56.8805 264.466 Td
-/F1.0 10.5 Tf
-<a5> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-1.97049 Tw
-
-BT
-66.24 264.466 Td
-ET
-
-
-0.0 Tw
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-1.97049 Tw
-
-BT
-66.24 264.466 Td
-/F3.0 10.5 Tf
-<6261636b656e6444657461696c73> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-1.97049 Tw
-
-BT
-139.74 264.466 Td
-/F1.0 10.5 Tf
-<202d20> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-1.97049 Tw
-
-BT
-152.37497 264.466 Td
-/F2.0 10.5 Tf
-[<51> 20.01953 <54> 29.78516 <61626c654261636b> 20.01953 <656e6444657461696c73206f7220737562636c617373>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-1.97049 Tw
-
-BT
-337.85229 264.466 Td
-/F1.0 10.5 Tf
-[<202d2041> 20.01953 <64646974696f6e616c206461746120746f20636f6e66696775726520746865207461626c65>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-BT
-66.24 248.686 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-66.24 248.686 Td
-/F1.0 10.5 Tf
-<77697468696e2069747320> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.25882 0.5451 0.79216 scn
-0.25882 0.5451 0.79216 SCN
-
-BT
-116.325 248.686 Td
-/F1.0 10.5 Tf
-[<515151204261636b> 20.01953 <656e64>] TJ
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-185.08929 248.686 Td
-/F1.0 10.5 Tf
-<2e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-56.8805 226.906 Td
-/F1.0 10.5 Tf
-<a5> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-3.44204 Tw
-
-BT
-66.24 226.906 Td
-ET
-
-
-0.0 Tw
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-3.44204 Tw
-
-BT
-66.24 226.906 Td
-/F3.0 10.5 Tf
-<6175746f6d6174696f6e44657461696c73> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-3.44204 Tw
-
-BT
-155.49 226.906 Td
-/F1.0 10.5 Tf
-<202d20> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-3.44204 Tw
-
-BT
-171.06808 226.906 Td
-/F2.0 10.5 Tf
-[<51> 20.01953 <54> 29.78516 <61626c6541> 20.01953 <75746f6d6174696f6e44657461696c73>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-3.44204 Tw
-
-BT
-308.84043 226.906 Td
-/F1.0 10.5 Tf
-[<202d20436f6e6669677572> 20.01953 <6174696f6e206f66206175746f6d61746564206a6f627320746861742072756e>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-BT
-66.24 211.126 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-66.24 211.126 Td
-/F1.0 10.5 Tf
-<616761696e7374207265636f72647320696e20746865207461626c652c20652e672e2c2075706f6e20696e73657274206f72207570646174652e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-56.8805 189.346 Td
-/F1.0 10.5 Tf
-<a5> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-0.95361 Tw
-
-BT
-66.24 189.346 Td
-ET
-
-
-0.0 Tw
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-0.95361 Tw
-
-BT
-66.24 189.346 Td
-/F3.0 10.5 Tf
-<637573746f6d697a657273> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.95361 Tw
-
-BT
-123.99 189.346 Td
-/F1.0 10.5 Tf
-<202d20> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.95361 Tw
-
-BT
-134.59121 189.346 Td
-/F2.0 10.5 Tf
-<4d6170206f6620537472696e6720> Tj
-/F2.1 10.5 Tf
-<2120> Tj
-/F2.0 10.5 Tf
-<51436f64655265666572656e6365> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.95361 Tw
-
-BT
-314.09164 189.346 Td
-/F1.0 10.5 Tf
-<202d205265666572656e63657320746f20637573746f6d20636f646520746861742061726520696e6a6563746564> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.87561 Tw
-
-BT
-66.24 173.566 Td
-ET
-
-
-0.0 Tw
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.87561 Tw
-
-BT
-66.24 173.566 Td
-/F1.0 10.5 Tf
-<696e746f207374616e64617264207461626c6520616374696f6e732c207468617420616c6c6f77206170706c69636174696f6e7320746f20637573746f6d697a65206365727461696e207061727473206f6620686f7720746865207461626c65> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-BT
-66.24 157.786 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-66.24 157.786 Td
-/F1.0 10.5 Tf
-<776f726b732e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-56.8805 136.006 Td
-/F1.0 10.5 Tf
-<a5> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-BT
-66.24 136.006 Td
-ET
-
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-BT
-66.24 136.006 Td
-/F3.0 10.5 Tf
-<706172656e744170704e616d65> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-134.49 136.006 Td
-/F1.0 10.5 Tf
-<202d20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-143.184 136.006 Td
-/F2.0 10.5 Tf
-<537472696e67> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-175.6185 136.006 Td
-/F1.0 10.5 Tf
-<202d204e616d65206f66206120> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.25882 0.5451 0.79216 scn
-0.25882 0.5451 0.79216 SCN
-
-BT
-237.747 136.006 Td
-/F1.0 10.5 Tf
-<51515120417070> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-284.115 136.006 Td
-/F1.0 10.5 Tf
-<20746861742074686973207461626c65206578697374732077697468696e2e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-56.8805 114.226 Td
-/F1.0 10.5 Tf
-<a5> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-BT
-66.24 114.226 Td
-ET
-
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-BT
-66.24 114.226 Td
-/F3.0 10.5 Tf
-<69636f6e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-87.24 114.226 Td
-/F1.0 10.5 Tf
-<202d20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-95.934 114.226 Td
-/F2.0 10.5 Tf
-<5149636f6e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-127.3395 114.226 Td
-/F1.0 10.5 Tf
-<202d2049636f6e206173736f63696174656420776974682074686973207461626c6520696e206365727461696e207573657220696e74657266616365732e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-56.8805 92.446 Td
-/F1.0 10.5 Tf
-<a5> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-0.74915 Tw
-
-BT
-66.24 92.446 Td
-ET
-
-
-0.0 Tw
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-0.74915 Tw
-
-BT
-66.24 92.446 Td
-/F3.0 10.5 Tf
-<7265636f72644c6162656c466f726d6174> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.74915 Tw
-
-BT
-155.49 92.446 Td
-/F1.0 10.5 Tf
-<202d20> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.74915 Tw
-
-BT
-165.68229 92.446 Td
-/F2.0 10.5 Tf
-<537472696e67> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.74915 Tw
-
-BT
-198.11679 92.446 Td
-/F1.0 10.5 Tf
-[<202d204a6176612046> 40.03906 <6f726d617420537472696e672c2075736564207769746820>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-0.74915 Tw
-
-BT
-362.47741 92.446 Td
-/F3.0 10.5 Tf
-<7265636f72644c6162656c4669656c6473> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.74915 Tw
-
-BT
-451.72741 92.446 Td
-/F1.0 10.5 Tf
-<20746f2070726f647563652061206c6162656c> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-BT
-66.24 76.666 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-66.24 76.666 Td
-/F1.0 10.5 Tf
-<73686f776e20666f72207265636f7264732066726f6d20746865207461626c652e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-56.8805 54.886 Td
-/F1.0 10.5 Tf
-<a5> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-0.56654 Tw
-
-BT
-66.24 54.886 Td
-ET
-
-
-0.0 Tw
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-0.56654 Tw
-
-BT
-66.24 54.886 Td
-/F3.0 10.5 Tf
-<7265636f72644c6162656c4669656c6473> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.56654 Tw
-
-BT
-155.49 54.886 Td
-/F1.0 10.5 Tf
-<202d20> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.56654 Tw
-
-BT
-165.31708 54.886 Td
-/F2.0 10.5 Tf
-<4c697374206f6620537472696e672c20436f6e646974696f6e616c> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.56654 Tw
-
-BT
-303.55871 54.886 Td
-/F1.0 10.5 Tf
-<202d2055736564207769746820> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-0.56654 Tw
-
-BT
-367.00838 54.886 Td
-/F3.0 10.5 Tf
-<7265636f72644c6162656c466f726d6174> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.56654 Tw
-
-BT
-456.25838 54.886 Td
-/F1.0 10.5 Tf
-<20746f2070726f766964652076616c756573> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-q
-0.0 0.0 0.0 scn
-0.0 0.0 0.0 SCN
-1 w
-0 J
-0 j
-[] 0 d
-/Stamp2 Do
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-49.24 14.263 Td
-/F1.0 9 Tf
-<32> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-Q
-Q
-
-endstream
-endobj
-19 0 obj
-<< /Type /Page
-/Parent 3 0 R
-/MediaBox [0 0 595.28 841.89]
-/CropBox [0 0 595.28 841.89]
-/BleedBox [0 0 595.28 841.89]
-/TrimBox [0 0 595.28 841.89]
-/ArtBox [0 0 595.28 841.89]
-/Contents 18 0 R
-/Resources << /ProcSet [/PDF /Text /ImageB /ImageC /ImageI]
-/Font << /F2.0 17 0 R
-/F1.0 8 0 R
-/F4.0 24 0 R
-/F3.0 27 0 R
-/F2.1 29 0 R
->>
-/XObject << /Stamp2 88 0 R
->>
->>
-/Annots [22 0 R 25 0 R 26 0 R 28 0 R 30 0 R 31 0 R 32 0 R 33 0 R]
->>
-endobj
-20 0 obj
-[19 0 R /XYZ 0 841.89 null]
-endobj
-21 0 obj
-[19 0 R /XYZ 0 765.17 null]
-endobj
-22 0 obj
-<< /Border [0 0 0]
-/A << /Type /Action
-/S /URI
-/URI (Backends{relfilesuffix})
->>
-/Subtype /Link
-/Rect [289.00824 650.72 364.58876 665]
-/Type /Annot
->>
-endobj
-23 0 obj
-[19 0 R /XYZ 0 606.41 null]
-endobj
-24 0 obj
-<< /Type /Font
-/BaseFont /885b39+mplus1mn-bold
-/Subtype /TrueType
-/FontDescriptor 98 0 R
-/FirstChar 32
-/LastChar 255
-/Widths 100 0 R
-/ToUnicode 99 0 R
->>
-endobj
-25 0 obj
-<< /Border [0 0 0]
-/A << /Type /Action
-/S /URI
-/URI (Backends{relfilesuffix})
->>
-/Subtype /Link
-/Rect [523.667 558.1 547.04 572.38]
-/Type /Annot
->>
-endobj
-26 0 obj
-<< /Border [0 0 0]
-/A << /Type /Action
-/S /URI
-/URI (Backends{relfilesuffix})
->>
-/Subtype /Link
-/Rect [48.24 542.32 90.91179 556.6]
-/Type /Annot
->>
-endobj
-27 0 obj
-<< /Type /Font
-/BaseFont /be376d+mplus1mn-regular
-/Subtype /TrueType
-/FontDescriptor 102 0 R
-/FirstChar 32
-/LastChar 255
-/Widths 104 0 R
-/ToUnicode 103 0 R
->>
-endobj
-28 0 obj
-<< /Border [0 0 0]
-/A << /Type /Action
-/S /URI
-/URI (Backends{relfilesuffix})
->>
-/Subtype /Link
-/Rect [282.204 411.64 350.96829 425.92]
-/Type /Annot
->>
-endobj
-29 0 obj
-<< /Type /Font
-/BaseFont /adefa7+NotoSerif-Bold
-/Subtype /TrueType
-/FontDescriptor 106 0 R
-/FirstChar 32
-/LastChar 255
-/Widths 108 0 R
-/ToUnicode 107 0 R
->>
-endobj
-30 0 obj
-<< /Border [0 0 0]
-/A << /Type /Action
-/S /URI
-/URI (Fields{relfilesuffix})
->>
-/Subtype /Link
-/Rect [197.19774 389.86 251.94152 404.14]
-/Type /Annot
->>
-endobj
-31 0 obj
-<< /Border [0 0 0]
-/A << /Type /Action
-/S /URI
-/URI (Fields{relfilesuffix})
->>
-/Subtype /Link
-/Rect [316.7201 352.3 367.70712 366.58]
-/Type /Annot
->>
-endobj
-32 0 obj
-<< /Border [0 0 0]
-/A << /Type /Action
-/S /URI
-/URI (Backends{relfilesuffix})
->>
-/Subtype /Link
-/Rect [116.325 245.62 185.08929 259.9]
-/Type /Annot
->>
-endobj
-33 0 obj
-<< /Border [0 0 0]
-/A << /Type /Action
-/S /URI
-/URI (Apps{relfilesuffix})
->>
-/Subtype /Link
-/Rect [237.747 132.94 284.115 147.22]
-/Type /Annot
->>
-endobj
-34 0 obj
-<< /Length 22162
->>
-stream
-q
-
-1.86515 Tw
-
-BT
-66.24 793.926 Td
-ET
-
-
-0.0 Tw
-/DeviceRGB cs
-0.2 0.2 0.2 scn
-/DeviceRGB CS
-0.2 0.2 0.2 SCN
-
-1.86515 Tw
-
-BT
-66.24 793.926 Td
-/F1.0 10.5 Tf
-[<666f7220616e> 20.01953 <7920666f726d6174207370656369666965727320696e2074686520666f726d617420737472696e672e20546865736520737472696e6773206d757374206265206669656c64206e616d65732077697468696e20746865>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-BT
-66.24 778.146 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-66.24 778.146 Td
-/F1.0 10.5 Tf
-<7461626c652e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-74.954 756.366 Td
-/F1.1 10.5 Tf
-<21> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-BT
-84.24 756.366 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-84.24 756.366 Td
-/F1.0 10.5 Tf
-<4578616d706c65206f66207573696e6720> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-BT
-173.2275 756.366 Td
-/F3.0 10.5 Tf
-<7265636f72644c6162656c466f726d6174> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-262.4775 756.366 Td
-/F1.0 10.5 Tf
-<20616e6420> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-BT
-287.0265 756.366 Td
-/F3.0 10.5 Tf
-<7265636f72644c6162656c4669656c6473> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-376.2765 756.366 Td
-/F1.0 10.5 Tf
-<3a> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-q
-0.96078 0.96078 0.96078 scn
-52.24 740.55 m
-543.04 740.55 l
-545.24914 740.55 547.04 738.75914 547.04 736.55 c
-547.04 619.37 l
-547.04 617.16086 545.24914 615.37 543.04 615.37 c
-52.24 615.37 l
-50.03086 615.37 48.24 617.16086 48.24 619.37 c
-48.24 736.55 l
-48.24 738.75914 50.03086 740.55 52.24 740.55 c
-h
-f
-0.8 0.8 0.8 SCN
-0.75 w
-52.24 740.55 m
-543.04 740.55 l
-545.24914 740.55 547.04 738.75914 547.04 736.55 c
-547.04 619.37 l
-547.04 617.16086 545.24914 615.37 543.04 615.37 c
-52.24 615.37 l
-50.03086 615.37 48.24 617.16086 48.24 619.37 c
-48.24 736.55 l
-48.24 738.75914 50.03086 740.55 52.24 740.55 c
-h
-S
-Q
-0.6 0.6 0.6 scn
-0.6 0.6 0.6 SCN
-
-BT
-59.24 717.725 Td
-/F3.0 11 Tf
-<2f2f20676976656e207468657365206669656c647320696e20746865207461626c653a> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.0 0.4 0.6 scn
-0.0 0.4 0.6 SCN
-
-BT
-59.24 702.985 Td
-/F3.0 11 Tf
-<6e6577> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-75.74 702.985 Td
-/F3.0 11 Tf
-<20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-81.24 702.985 Td
-/F3.0 11 Tf
-<514669656c644d65746144617461> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-158.24 702.985 Td
-/F3.0 11 Tf
-<28> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-163.74 702.985 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-169.24 702.985 Td
-/F3.0 11 Tf
-<6e616d65> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-191.24 702.985 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-196.74 702.985 Td
-/F3.0 11 Tf
-<2c> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-202.24 702.985 Td
-/F3.0 11 Tf
-<20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-207.74 702.985 Td
-/F3.0 11 Tf
-<514669656c6454797065> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-262.74 702.985 Td
-/F3.0 11 Tf
-<2e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-268.24 702.985 Td
-/F3.0 11 Tf
-<535452494e47> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-301.24 702.985 Td
-/F3.0 11 Tf
-<29> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.0 0.4 0.6 scn
-0.0 0.4 0.6 SCN
-
-BT
-59.24 688.245 Td
-/F3.0 11 Tf
-<6e6577> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-75.74 688.245 Td
-/F3.0 11 Tf
-<20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-81.24 688.245 Td
-/F3.0 11 Tf
-<514669656c644d65746144617461> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-158.24 688.245 Td
-/F3.0 11 Tf
-<28> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-163.74 688.245 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-169.24 688.245 Td
-/F3.0 11 Tf
-<626972746844617465> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-218.74 688.245 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-224.24 688.245 Td
-/F3.0 11 Tf
-<2c> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-229.74 688.245 Td
-/F3.0 11 Tf
-<20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-235.24 688.245 Td
-/F3.0 11 Tf
-<514669656c6454797065> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-290.24 688.245 Td
-/F3.0 11 Tf
-<2e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-295.74 688.245 Td
-/F3.0 11 Tf
-<44415445> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-317.74 688.245 Td
-/F3.0 11 Tf
-<29> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.6 0.6 0.6 scn
-0.6 0.6 0.6 SCN
-
-BT
-59.24 658.765 Td
-/F3.0 11 Tf
-<2f2f2057652063616e2070726f647563652061207265636f7264206c6162656c20737563682061732022446172696e204b656c6b686f66662028313938302d30352d33312922207669613a> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-59.24 644.025 Td
-/F3.0 11 Tf
-<2e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-64.74 644.025 Td
-/F3.0 11 Tf
-<776974685265636f72644c6162656c466f726d6174> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-180.24 644.025 Td
-/F3.0 11 Tf
-<28> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-185.74 644.025 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-191.24 644.025 Td
-/F3.0 11 Tf
-<25732028257329> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-229.74 644.025 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-235.24 644.025 Td
-/F3.0 11 Tf
-<29> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-59.24 629.285 Td
-/F3.0 11 Tf
-<2e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-64.74 629.285 Td
-/F3.0 11 Tf
-<776974685265636f72644c6162656c4669656c6473> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-180.24 629.285 Td
-/F3.0 11 Tf
-<28> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.0 0.46667 0.53333 scn
-0.0 0.46667 0.53333 SCN
-
-BT
-185.74 629.285 Td
-/F3.0 11 Tf
-<4c697374> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-207.74 629.285 Td
-/F3.0 11 Tf
-<2e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-213.24 629.285 Td
-/F3.0 11 Tf
-<6f66> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-224.24 629.285 Td
-/F3.0 11 Tf
-<28> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-229.74 629.285 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-235.24 629.285 Td
-/F3.0 11 Tf
-<6e616d65> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-257.24 629.285 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-262.74 629.285 Td
-/F3.0 11 Tf
-<2c> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-268.24 629.285 Td
-/F3.0 11 Tf
-<20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-273.74 629.285 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-279.24 629.285 Td
-/F3.0 11 Tf
-<626972746844617465> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-328.74 629.285 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-334.24 629.285 Td
-/F3.0 11 Tf
-<29> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-339.74 629.285 Td
-/F3.0 11 Tf
-<29> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-56.8805 591.406 Td
-/F1.0 10.5 Tf
-<a5> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-2.05596 Tw
-
-BT
-66.24 591.406 Td
-ET
-
-
-0.0 Tw
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-2.05596 Tw
-
-BT
-66.24 591.406 Td
-/F3.0 10.5 Tf
-<73656374696f6e73> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-2.05596 Tw
-
-BT
-108.24 591.406 Td
-/F1.0 10.5 Tf
-<202d20> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-2.05596 Tw
-
-BT
-121.04592 591.406 Td
-/F2.0 10.5 Tf
-<4c697374206f6620514669656c6453656374696f6e> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-2.05596 Tw
-
-BT
-235.17685 591.406 Td
-/F1.0 10.5 Tf
-<202d204d656368616e69736d20746f206f7267616e697a65206669656c64732077697468696e207573657220696e74657266616365732c20696e746f> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-1.44375 Tw
-
-BT
-66.24 575.626 Td
-ET
-
-
-0.0 Tw
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-1.44375 Tw
-
-BT
-66.24 575.626 Td
-/F1.0 10.5 Tf
-[<6c6f676963616c2073656374696f6e732e20496620616e> 20.01953 <792073656374696f6e73206172652070726573656e7420696e20746865207461626c65206d65746120646174612c207468656e20616c6c206669656c647320696e20746865207461626c65>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-1.74543 Tw
-
-BT
-66.24 559.846 Td
-ET
-
-
-0.0 Tw
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-1.74543 Tw
-
-BT
-66.24 559.846 Td
-/F1.0 10.5 Tf
-<6d757374206265206c697374656420696e2065786163746c7920312073656374696f6e2e204966206e6f2073656374696f6e732061726520646566696e65642c207468656e20696e7374616e636520656e726963686d656e742077696c6c> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-BT
-66.24 544.066 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-66.24 544.066 Td
-/F1.0 10.5 Tf
-<646566696e652064656661756c742073656374696f6e732e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-56.8805 522.286 Td
-/F1.0 10.5 Tf
-<a5> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-2.18529 Tw
-
-BT
-66.24 522.286 Td
-ET
-
-
-0.0 Tw
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-2.18529 Tw
-
-BT
-66.24 522.286 Td
-/F3.0 10.5 Tf
-<6173736f63696174656453637269707473> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-2.18529 Tw
-
-BT
-155.49 522.286 Td
-/F1.0 10.5 Tf
-<202d20> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-2.18529 Tw
-
-BT
-168.55458 522.286 Td
-/F2.0 10.5 Tf
-<4c697374206f66204173736f636961746564536372697074> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-2.18529 Tw
-
-BT
-297.91717 522.286 Td
-/F1.0 10.5 Tf
-<202d20446566696e6974696f6e206f6620757365722d646566696e6564207363726970747320746861742063616e206265> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-BT
-66.24 506.506 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-66.24 506.506 Td
-/F1.0 10.5 Tf
-<6173736f6369617465642077697468207265636f7264732077697468696e20746865207461626c652e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-56.8805 484.726 Td
-/F1.0 10.5 Tf
-<a5> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-2.73365 Tw
-
-BT
-66.24 484.726 Td
-ET
-
-
-0.0 Tw
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-2.73365 Tw
-
-BT
-66.24 484.726 Td
-/F3.0 10.5 Tf
-<656e61626c65644361706162696c6974696573> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-2.73365 Tw
-
-BT
-165.99 484.726 Td
-/F1.0 10.5 Tf
-<20616e6420> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-2.73365 Tw
-
-BT
-196.0063 484.726 Td
-/F3.0 10.5 Tf
-<64697361626c65644361706162696c6974696573> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-2.73365 Tw
-
-BT
-301.0063 484.726 Td
-/F1.0 10.5 Tf
-<202d20> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-2.73365 Tw
-
-BT
-315.1676 484.726 Td
-/F2.0 10.5 Tf
-<536574206f66204361706162696c69747920656e756d2076616c756573> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-2.73365 Tw
-
-BT
-483.3607 484.726 Td
-/F1.0 10.5 Tf
-<202d204f7665727269646573> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-BT
-66.24 468.946 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-66.24 468.946 Td
-/F1.0 10.5 Tf
-[<66726f6d20746865206261636b> 20.01953 <656e64206c6576656c2c20666f72206361706162696c697469657320746861742074686973207461626c6520646f6573206f7220646f6573206e6f7420706f73736573732e>] TJ
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-q
-0.93333 0.93333 0.93333 SCN
-0.5 w
-48.24 447.13 m
-547.04 447.13 l
-S
-Q
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-48.24 405.106 Td
-/F2.0 18 Tf
-<515151205265706f727473> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-2.0143 Tw
-
-BT
-48.24 377.086 Td
-/F1.0 10.5 Tf
-[<5151512063616e2067656e6572> 20.01953 <617465207265706f727473206261736564206f6e20>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.25882 0.5451 0.79216 scn
-0.25882 0.5451 0.79216 SCN
-
-2.0143 Tw
-
-BT
-239.85457 377.086 Td
-/F1.0 10.5 Tf
-[<5151512054> 29.78516 <61626c6573>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-2.0143 Tw
-
-BT
-300.02013 377.086 Td
-/F1.0 10.5 Tf
-<20646566696e65642077697468696e20612051515120496e7374616e63652e2055736572732063616e2072756e> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-4.52417 Tw
-
-BT
-48.24 361.306 Td
-/F1.0 10.5 Tf
-[<7265706f7274732c2070726f766964696e6720696e7075742076616c7565732e20416c7465726e61746976656c79> 89.84375 <2c206170706c69636174696f6e20636f64652063616e2072756e207265706f727473206173206e65656465642c>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-48.24 345.526 Td
-/F1.0 10.5 Tf
-<737570706c79696e6720696e7075742076616c7565732e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-48.24 311.026 Td
-/F2.0 13 Tf
-<515265706f72744d65746144617461> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.73763 Tw
-
-BT
-48.24 284.466 Td
-/F1.0 10.5 Tf
-<5265706f7274732061726520646566696e656420696e20612051515120496e7374616e63652077697468206120> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-0.73763 Tw
-
-BT
-282.8442 284.466 Td
-/F4.0 10.5 Tf
-<515265706f72744d65746144617461> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.73763 Tw
-
-BT
-361.5942 284.466 Td
-/F1.0 10.5 Tf
-<206f626a6563742e205265706f7274732061726520646566696e656420696e207465726d73> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-48.24 268.686 Td
-/F1.0 10.5 Tf
-<6f6620746865697220736f7572636573206f6620646174612028> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-BT
-169.452 268.686 Td
-/F3.0 10.5 Tf
-<515265706f727444617461536f75726365> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-258.702 268.686 Td
-/F1.0 10.5 Tf
-<292c20616e642074686569722076696577287329206f66207468617420646174612028> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-BT
-418.911 268.686 Td
-/F3.0 10.5 Tf
-<515265706f727456696577> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-476.661 268.686 Td
-/F1.0 10.5 Tf
-<292e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-48.24 240.906 Td
-/F2.0 10.5 Tf
-<515265706f72744d657461446174612050726f706572746965733a> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-56.8805 213.126 Td
-/F1.0 10.5 Tf
-<a5> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-BT
-66.24 213.126 Td
-ET
-
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-BT
-66.24 213.126 Td
-/F3.0 10.5 Tf
-<6e616d65> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-87.24 213.126 Td
-/F1.0 10.5 Tf
-<202d20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-95.934 213.126 Td
-/F2.0 10.5 Tf
-<537472696e672c205265717569726564> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-183.3255 213.126 Td
-/F1.0 10.5 Tf
-<202d20556e69717565206e616d6520666f7220746865207265706f72742077697468696e207468652051515120496e7374616e63652e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-56.8805 191.346 Td
-/F1.0 10.5 Tf
-<a5> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-0.32793 Tw
-
-BT
-66.24 191.346 Td
-ET
-
-
-0.0 Tw
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-0.32793 Tw
-
-BT
-66.24 191.346 Td
-/F3.0 10.5 Tf
-<6c6162656c> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.32793 Tw
-
-BT
-92.49 191.346 Td
-/F1.0 10.5 Tf
-<202d20> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.32793 Tw
-
-BT
-101.83987 191.346 Td
-/F2.0 10.5 Tf
-<537472696e67> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.32793 Tw
-
-BT
-134.27437 191.346 Td
-/F1.0 10.5 Tf
-<202d20557365722d666163696e67206c6162656c20666f7220746865207265706f72742c2070726573656e74656420696e205573657220496e74657266616365732e20496e6665727265642066726f6d20> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-0.32793 Tw
-
-BT
-526.04 191.346 Td
-/F3.0 10.5 Tf
-<6e616d65> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.32793 Tw
-
-BT
-547.04 191.346 Td
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-BT
-66.24 175.566 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-66.24 175.566 Td
-/F1.0 10.5 Tf
-<6966206e6f74207365742e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-56.8805 153.786 Td
-/F1.0 10.5 Tf
-<a5> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-BT
-66.24 153.786 Td
-ET
-
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-BT
-66.24 153.786 Td
-/F3.0 10.5 Tf
-<70726f636573734e616d65> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-123.99 153.786 Td
-/F1.0 10.5 Tf
-<202d20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-132.684 153.786 Td
-/F2.0 10.5 Tf
-<537472696e67> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-165.1185 153.786 Td
-/F1.0 10.5 Tf
-<202d204e616d65206f66206120> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.25882 0.5451 0.79216 scn
-0.25882 0.5451 0.79216 SCN
-
-BT
-227.247 153.786 Td
-/F1.0 10.5 Tf
-<5151512050726f63657373> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-290.94 153.786 Td
-/F1.0 10.5 Tf
-<207573656420746f2072756e20746865207265706f727420696e2061205573657220496e746572666163652e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-56.8805 132.006 Td
-/F1.0 10.5 Tf
-<a5> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-BT
-66.24 132.006 Td
-ET
-
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-BT
-66.24 132.006 Td
-/F3.0 10.5 Tf
-<696e7075744669656c6473> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-123.99 132.006 Td
-/F1.0 10.5 Tf
-<202d20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-132.684 132.006 Td
-/F2.0 10.5 Tf
-<4c697374206f6620> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.25882 0.5451 0.79216 scn
-0.25882 0.5451 0.79216 SCN
-
-BT
-168.7305 132.006 Td
-/F2.0 10.5 Tf
-<515151204669656c64> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-222.942 132.006 Td
-/F1.0 10.5 Tf
-<202d204f7074696f6e616c206c697374206f66206669656c6473207573656420617320696e70757420746f20746865207265706f72742e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-74.954 110.226 Td
-/F1.1 10.5 Tf
-<21> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-1.13019 Tw
-
-BT
-84.24 110.226 Td
-ET
-
-
-0.0 Tw
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-1.13019 Tw
-
-BT
-84.24 110.226 Td
-/F1.0 10.5 Tf
-<5468652076616c75657320696e207468657365206669656c64732063616e206265207573656420766961207468652073796e74617820> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-1.13019 Tw
-
-BT
-358.98306 110.226 Td
-/F3.0 10.5 Tf
-<247b696e7075742e4e414d457d> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-1.13019 Tw
-
-BT
-427.23306 110.226 Td
-/F1.0 10.5 Tf
-<2c20776865726520> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-1.13019 Tw
-
-BT
-469.43544 110.226 Td
-/F3.0 10.5 Tf
-<4e414d45> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-1.13019 Tw
-
-BT
-490.43544 110.226 Td
-/F1.0 10.5 Tf
-<2069732074686520> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-1.13019 Tw
-
-BT
-526.04 110.226 Td
-/F3.0 10.5 Tf
-<6e616d65> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-1.13019 Tw
-
-BT
-547.04 110.226 Td
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-BT
-84.24 94.446 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-84.24 94.446 Td
-/F1.0 10.5 Tf
-<617474726962757465206f662074686520> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-BT
-162.297 94.446 Td
-/F3.0 10.5 Tf
-<696e7075744669656c64> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-214.797 94.446 Td
-/F1.0 10.5 Tf
-<2e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-74.954 72.666 Td
-/F1.1 10.5 Tf
-<21> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-BT
-84.24 72.666 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-84.24 72.666 Td
-/F1.0 10.5 Tf
-[<46> 40.03906 <6f72206578616d706c653a>] TJ
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-q
-0.0 0.0 0.0 scn
-0.0 0.0 0.0 SCN
-1 w
-0 J
-0 j
-[] 0 d
-/Stamp1 Do
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-541.009 14.263 Td
-/F1.0 9 Tf
-<33> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-Q
-Q
-
-endstream
-endobj
-35 0 obj
-<< /Type /Page
-/Parent 3 0 R
-/MediaBox [0 0 595.28 841.89]
-/CropBox [0 0 595.28 841.89]
-/BleedBox [0 0 595.28 841.89]
-/TrimBox [0 0 595.28 841.89]
-/ArtBox [0 0 595.28 841.89]
-/Contents 34 0 R
-/Resources << /ProcSet [/PDF /Text /ImageB /ImageC /ImageI]
-/Font << /F1.0 8 0 R
-/F1.1 36 0 R
-/F3.0 27 0 R
-/F2.0 17 0 R
-/F4.0 24 0 R
->>
-/XObject << /Stamp1 87 0 R
->>
->>
-/Annots [38 0 R 40 0 R 41 0 R]
->>
-endobj
-36 0 obj
-<< /Type /Font
-/BaseFont /b1eed4+NotoSerif
-/Subtype /TrueType
-/FontDescriptor 110 0 R
-/FirstChar 32
-/LastChar 255
-/Widths 112 0 R
-/ToUnicode 111 0 R
->>
-endobj
-37 0 obj
-[35 0 R /XYZ 0 429.13 null]
-endobj
-38 0 obj
-<< /Border [0 0 0]
-/A << /Type /Action
-/S /URI
-/URI (Tables{relfilesuffix})
->>
-/Subtype /Link
-/Rect [239.85457 374.02 300.02013 388.3]
-/Type /Annot
->>
-endobj
-39 0 obj
-[35 0 R /XYZ 0 329.71 null]
-endobj
-40 0 obj
-<< /Border [0 0 0]
-/A << /Type /Action
-/S /URI
-/URI (Processes{relfilesuffix})
->>
-/Subtype /Link
-/Rect [227.247 150.72 290.94 165]
-/Type /Annot
->>
-endobj
-41 0 obj
-<< /Border [0 0 0]
-/A << /Type /Action
-/S /URI
-/URI (Fields{relfilesuffix})
->>
-/Subtype /Link
-/Rect [168.7305 128.94 222.942 143.22]
-/Type /Annot
->>
-endobj
-42 0 obj
-<< /Length 24062
->>
-stream
-q
-q
-/DeviceRGB cs
-0.96078 0.96078 0.96078 scn
-52.24 805.89 m
-543.04 805.89 l
-545.24914 805.89 547.04 804.09914 547.04 801.89 c
-547.04 655.23 l
-547.04 653.02086 545.24914 651.23 543.04 651.23 c
-52.24 651.23 l
-50.03086 651.23 48.24 653.02086 48.24 655.23 c
-48.24 801.89 l
-48.24 804.09914 50.03086 805.89 52.24 805.89 c
-h
-f
-/DeviceRGB CS
-0.8 0.8 0.8 SCN
-0.75 w
-52.24 805.89 m
-543.04 805.89 l
-545.24914 805.89 547.04 804.09914 547.04 801.89 c
-547.04 655.23 l
-547.04 653.02086 545.24914 651.23 543.04 651.23 c
-52.24 651.23 l
-50.03086 651.23 48.24 653.02086 48.24 655.23 c
-48.24 801.89 l
-48.24 804.09914 50.03086 805.89 52.24 805.89 c
-h
-S
-Q
-/DeviceRGB cs
-0.6 0.6 0.6 scn
-/DeviceRGB CS
-0.6 0.6 0.6 SCN
-
-BT
-59.24 783.065 Td
-/F3.0 11 Tf
-<2f2f20676976656e207468697320696e7075744669656c643a> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.0 0.4 0.6 scn
-0.0 0.4 0.6 SCN
-
-BT
-59.24 768.325 Td
-/F3.0 11 Tf
-<6e6577> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-75.74 768.325 Td
-/F3.0 11 Tf
-<20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-81.24 768.325 Td
-/F3.0 11 Tf
-<514669656c644d65746144617461> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-158.24 768.325 Td
-/F3.0 11 Tf
-<28> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-163.74 768.325 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-169.24 768.325 Td
-/F3.0 11 Tf
-<73746f72654964> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-207.74 768.325 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-213.24 768.325 Td
-/F3.0 11 Tf
-<2c> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-218.74 768.325 Td
-/F3.0 11 Tf
-<20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-224.24 768.325 Td
-/F3.0 11 Tf
-<514669656c6454797065> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-279.24 768.325 Td
-/F3.0 11 Tf
-<2e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-284.74 768.325 Td
-/F3.0 11 Tf
-<494e5445474552> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-323.24 768.325 Td
-/F3.0 11 Tf
-<29> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.6 0.6 0.6 scn
-0.6 0.6 0.6 SCN
-
-BT
-59.24 738.845 Td
-/F3.0 11 Tf
-<2f2f206974732072756e2d74696d652076616c75652063616e2062652061636365737365642c20652e672e2c20696e20612071756572792066696c74657220756e6465722061206461746120736f757263653a> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.0 0.4 0.6 scn
-0.0 0.4 0.6 SCN
-
-BT
-59.24 724.105 Td
-/F3.0 11 Tf
-<6e6577> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-75.74 724.105 Td
-/F3.0 11 Tf
-<20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-81.24 724.105 Td
-/F3.0 11 Tf
-<5146696c7465724372697465726961> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-163.74 724.105 Td
-/F3.0 11 Tf
-<28> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-169.24 724.105 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-174.74 724.105 Td
-/F3.0 11 Tf
-<73746f72654964> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-213.24 724.105 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-218.74 724.105 Td
-/F3.0 11 Tf
-<2c> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-224.24 724.105 Td
-/F3.0 11 Tf
-<20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-229.74 724.105 Td
-/F3.0 11 Tf
-<5143726974657269614f70657261746f72> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-323.24 724.105 Td
-/F3.0 11 Tf
-<2e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-328.74 724.105 Td
-/F3.0 11 Tf
-<455155414c53> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-361.74 724.105 Td
-/F3.0 11 Tf
-<2c> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-367.24 724.105 Td
-/F3.0 11 Tf
-<20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.0 0.46667 0.53333 scn
-0.0 0.46667 0.53333 SCN
-
-BT
-372.74 724.105 Td
-/F3.0 11 Tf
-<4c697374> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-394.74 724.105 Td
-/F3.0 11 Tf
-<2e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-400.24 724.105 Td
-/F3.0 11 Tf
-<6f66> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-411.24 724.105 Td
-/F3.0 11 Tf
-<28> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-416.74 724.105 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-422.24 724.105 Td
-/F3.0 11 Tf
-<247b696e7075742e73746f726549647d> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-510.24 724.105 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-515.74 724.105 Td
-/F3.0 11 Tf
-<29> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-521.24 724.105 Td
-/F3.0 11 Tf
-<29> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.6 0.6 0.6 scn
-0.6 0.6 0.6 SCN
-
-BT
-59.24 694.625 Td
-/F3.0 11 Tf
-<2f2f206f7220696e2061207265706f727420766965772773207469746c65206f72206669656c6420666f726d756c61733a> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-59.24 679.885 Td
-/F3.0 11 Tf
-<2e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-64.74 679.885 Td
-/F3.0 11 Tf
-<776974685469746c654669656c6473> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-147.24 679.885 Td
-/F3.0 11 Tf
-<28> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.0 0.46667 0.53333 scn
-0.0 0.46667 0.53333 SCN
-
-BT
-152.74 679.885 Td
-/F3.0 11 Tf
-<4c697374> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-174.74 679.885 Td
-/F3.0 11 Tf
-<2e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-180.24 679.885 Td
-/F3.0 11 Tf
-<6f66> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-191.24 679.885 Td
-/F3.0 11 Tf
-<28> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-196.74 679.885 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-202.24 679.885 Td
-/F3.0 11 Tf
-<247b696e7075742e73746f726549647d> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-290.24 679.885 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-295.74 679.885 Td
-/F3.0 11 Tf
-<29> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-301.24 679.885 Td
-/F3.0 11 Tf
-<29> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.0 0.4 0.6 scn
-0.0 0.4 0.6 SCN
-
-BT
-59.24 665.145 Td
-/F3.0 11 Tf
-<6e6577> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-75.74 665.145 Td
-/F3.0 11 Tf
-<20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-81.24 665.145 Td
-/F3.0 11 Tf
-<515265706f72744669656c64> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-147.24 665.145 Td
-/F3.0 11 Tf
-<28> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-152.74 665.145 Td
-/F3.0 11 Tf
-<29> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-158.24 665.145 Td
-/F3.0 11 Tf
-<2e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-163.74 665.145 Td
-/F3.0 11 Tf
-<776974684e616d65> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-207.74 665.145 Td
-/F3.0 11 Tf
-<28> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-213.24 665.145 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-218.74 665.145 Td
-/F3.0 11 Tf
-<73746f72654964> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-257.24 665.145 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-262.74 665.145 Td
-/F3.0 11 Tf
-<29> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-268.24 665.145 Td
-/F3.0 11 Tf
-<2e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-273.74 665.145 Td
-/F3.0 11 Tf
-<77697468466f726d756c61> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-334.24 665.145 Td
-/F3.0 11 Tf
-<28> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-339.74 665.145 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-345.24 665.145 Td
-/F3.0 11 Tf
-<247b696e7075742e73746f726549647d> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-433.24 665.145 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-438.74 665.145 Td
-/F3.0 11 Tf
-<29> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-56.8805 627.266 Td
-/F1.0 10.5 Tf
-<a5> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-0.56136 Tw
-
-BT
-66.24 627.266 Td
-ET
-
-
-0.0 Tw
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-0.56136 Tw
-
-BT
-66.24 627.266 Td
-/F3.0 10.5 Tf
-<64617461536f7572636573> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.56136 Tw
-
-BT
-123.99 627.266 Td
-/F1.0 10.5 Tf
-<202d20> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.56136 Tw
-
-BT
-133.80671 627.266 Td
-/F2.0 10.5 Tf
-<4c697374206f6620515265706f727444617461536f757263652c205265717569726564> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.56136 Tw
-
-BT
-332.51279 627.266 Td
-/F1.0 10.5 Tf
-<202d20446566696e6974696f6e73206f662074686520736f7572636573206f66206461746120666f7220746865> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-BT
-66.24 611.486 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-66.24 611.486 Td
-/F1.0 10.5 Tf
-<7265706f72742e204174206c65617374206f6e652069732072657175697265642e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-48.24 579.656 Td
-/F2.0 10.5 Tf
-<515265706f727444617461536f75726365> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-1.25128 Tw
-
-BT
-48.24 553.826 Td
-/F1.0 10.5 Tf
-<4461746120736f757263657320666f7220515151205265706f7274732063616e20656974686572207265666572656e636520> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.25882 0.5451 0.79216 scn
-0.25882 0.5451 0.79216 SCN
-
-1.25128 Tw
-
-BT
-313.56826 553.826 Td
-/F1.0 10.5 Tf
-[<5151512054> 29.78516 <61626c6573>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-1.25128 Tw
-
-BT
-372.9708 553.826 Td
-/F1.0 10.5 Tf
-<2077697468696e207468652051515120496e7374616e63652c206f722074686579> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.59339 Tw
-
-BT
-48.24 538.046 Td
-/F1.0 10.5 Tf
-<63616e2070726f7669646520637573746f6d20636f646520696e2074686520666f726d206f66206120> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-0.59339 Tw
-
-BT
-261.03955 538.046 Td
-/F3.0 10.5 Tf
-<436f64655265666572656e6365> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.59339 Tw
-
-BT
-329.28955 538.046 Td
-/F1.0 10.5 Tf
-<20746f206120> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-0.59339 Tw
-
-BT
-354.88374 538.046 Td
-/F3.0 10.5 Tf
-<537570706c696572> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.59339 Tw
-
-BT
-396.88374 538.046 Td
-/F1.0 10.5 Tf
-<2c20666f72207573652063617365732073756368206173206120737461746963> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-48.24 522.266 Td
-/F1.0 10.5 Tf
-<646174612074616220696e20616e20457863656c207265706f72742e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-48.24 494.486 Td
-/F2.0 10.5 Tf
-<515265706f727444617461536f757263652050726f706572746965733a> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-56.8805 466.706 Td
-/F1.0 10.5 Tf
-<a5> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-BT
-66.24 466.706 Td
-ET
-
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-BT
-66.24 466.706 Td
-/F3.0 10.5 Tf
-<6e616d65> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-87.24 466.706 Td
-/F1.0 10.5 Tf
-<202d20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-95.934 466.706 Td
-/F2.0 10.5 Tf
-<537472696e672c205265717569726564> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-183.3255 466.706 Td
-/F1.0 10.5 Tf
-<202d20556e69717565206e616d6520666f7220746865206461746120736f757263652077697468696e2069747320636f6e7461696e696e67205265706f72742e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-56.8805 444.926 Td
-/F1.0 10.5 Tf
-<a5> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-1.33788 Tw
-
-BT
-66.24 444.926 Td
-ET
-
-
-0.0 Tw
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-1.33788 Tw
-
-BT
-66.24 444.926 Td
-/F3.0 10.5 Tf
-<736f757263655461626c65> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-1.33788 Tw
-
-BT
-123.99 444.926 Td
-/F1.0 10.5 Tf
-<202d20> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-1.33788 Tw
-
-BT
-135.35977 444.926 Td
-/F2.0 10.5 Tf
-<537472696e672c20436f6e646974696f6e616c> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-1.33788 Tw
-
-BT
-237.19315 444.926 Td
-/F1.0 10.5 Tf
-<202d205265666572656e636520746f206120> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.25882 0.5451 0.79216 scn
-0.25882 0.5451 0.79216 SCN
-
-1.33788 Tw
-
-BT
-326.49656 444.926 Td
-/F1.0 10.5 Tf
-[<5151512054> 29.78516 <61626c65>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-1.33788 Tw
-
-BT
-381.2502 444.926 Td
-/F1.0 10.5 Tf
-<20696e207468652051515120496e7374616e63652c20776869636820746865> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-BT
-66.24 429.146 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-66.24 429.146 Td
-/F1.0 10.5 Tf
-<6461746120736f75726365207175657269657320646174612066726f6d2e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-56.8805 407.366 Td
-/F1.0 10.5 Tf
-<a5> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-0.62441 Tw
-
-BT
-66.24 407.366 Td
-ET
-
-
-0.0 Tw
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-0.62441 Tw
-
-BT
-66.24 407.366 Td
-/F3.0 10.5 Tf
-<717565727946696c746572> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.62441 Tw
-
-BT
-123.99 407.366 Td
-/F1.0 10.5 Tf
-<202d20> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.62441 Tw
-
-BT
-133.93281 407.366 Td
-/F2.0 10.5 Tf
-<51517565727946696c746572> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.62441 Tw
-
-BT
-204.61881 407.366 Td
-/F1.0 10.5 Tf
-<202d204966206120> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-0.62441 Tw
-
-BT
-234.87844 407.366 Td
-/F3.0 10.5 Tf
-<736f757263655461626c65> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.62441 Tw
-
-BT
-292.62844 407.366 Td
-/F1.0 10.5 Tf
-<20697320646566696e65642c207468656e207468652066696c746572207370656369666965642068657265206973207573656420746f> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-BT
-66.24 391.586 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-66.24 391.586 Td
-/F1.0 10.5 Tf
-[<66696c74657220616e6420736f727420746865207265636f72647320717565726965642066726f6d2074686174207461626c65207768656e2067656e6572> 20.01953 <6174696e6720746865207265706f72742e>] TJ
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-56.8805 369.806 Td
-/F1.0 10.5 Tf
-<a5> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-1.48095 Tw
-
-BT
-66.24 369.806 Td
-ET
-
-
-0.0 Tw
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-1.48095 Tw
-
-BT
-66.24 369.806 Td
-/F3.0 10.5 Tf
-<73746174696344617461537570706c696572> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-1.48095 Tw
-
-BT
-160.74 369.806 Td
-/F1.0 10.5 Tf
-<202d20> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-1.48095 Tw
-
-BT
-172.39591 369.806 Td
-/F2.0 10.5 Tf
-<51436f64655265666572656e63652c20436f6e646974696f6e616c> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-1.48095 Tw
-
-BT
-330.05386 369.806 Td
-/F1.0 10.5 Tf
-<202d205265666572656e636520746f20637573746f6d20636f64652077686963682063616e206265> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-BT
-66.24 354.026 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-66.24 354.026 Td
-/F1.0 10.5 Tf
-<7573656420746f20737570706c7920746865206461746120666f7220746865206461746120736f757263652c20617320616e20616c7465726e617469766520746f207175657279696e67206120> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-BT
-439.3155 354.026 Td
-/F3.0 10.5 Tf
-<736f757263655461626c65> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-497.0655 354.026 Td
-/F1.0 10.5 Tf
-<2e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-74.954 332.246 Td
-/F1.1 10.5 Tf
-<21> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-BT
-84.24 332.246 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-84.24 332.246 Td
-/F1.0 10.5 Tf
-<4d757374206265206120> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-BT
-135.2805 332.246 Td
-/F3.0 10.5 Tf
-<4a415641> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-156.2805 332.246 Td
-/F1.0 10.5 Tf
-<20636f64652074797065> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-74.954 310.466 Td
-/F1.1 10.5 Tf
-<21> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-BT
-84.24 310.466 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-84.24 310.466 Td
-/F1.0 10.5 Tf
-<4d757374206265206120> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-BT
-135.2805 310.466 Td
-/F3.0 10.5 Tf
-<5245504f52545f5354415449435f444154415f535550504c494552> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-277.0305 310.466 Td
-/F1.0 10.5 Tf
-<20636f64652075736167652e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-74.954 288.686 Td
-/F1.1 10.5 Tf
-<21> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-BT
-84.24 288.686 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-84.24 288.686 Td
-/F1.0 10.5 Tf
-<546865207265666572656e63656420636c617373206d75737420696d706c656d656e742074686520696e746572666163653a20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-BT
-343.863 288.686 Td
-/F3.0 10.5 Tf
-<537570706c6965723c4c6973743c4c6973743c53657269616c697a61626c653e3e3e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-522.363 288.686 Td
-/F1.0 10.5 Tf
-<2e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-48.24 256.856 Td
-/F2.0 10.5 Tf
-<515265706f727456696577> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.23261 Tw
-
-BT
-48.24 231.026 Td
-/F1.0 10.5 Tf
-<5265706f727420566965777320636f6e74726f6c20686f772074686520736f75726365206461746120666f722061207265706f7274206973206f7267616e697a656420616e642070726573656e74656420746f20746865207573657220696e20746865> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-1.16009 Tw
-
-BT
-48.24 215.246 Td
-/F1.0 10.5 Tf
-<6f7574707574207265706f72742066696c652e20496620612044617461536f75726365206465736372696265732074686520726f777320666f722061207265706f72742028652e672e2c2077686174207461626c652070726f76696465732077686174> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.05646 Tw
-
-BT
-48.24 199.466 Td
-/F1.0 10.5 Tf
-[<7265636f726473292c207468656e20612056696577206d61> 20.01953 <792062652074686f75676874206f662061732064657363726962696e672074686520636f6c756d6e7320696e20746865207265706f72742e20412073696e676c65207265706f72742063616e>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.86774 Tw
-
-BT
-48.24 183.686 Td
-/F1.0 10.5 Tf
-[<68617665206d756c7469706c652076696577732c207370656369666963616c6c79> 89.84375 <2c20666f7220746865207573652d6361736520776865726520616e20457863656c2066696c65206973206265696e672067656e6572> 20.01953 <617465642c20696e207768696368>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-48.24 167.906 Td
-/F1.0 10.5 Tf
-<63617365206561636820566965772063726561746573206120746162206f722073686565742077697468696e2074686520> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-BT
-289.0575 167.906 Td
-/F3.0 10.5 Tf
-<786c7378> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-310.0575 167.906 Td
-/F1.0 10.5 Tf
-<2066696c652e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-48.24 140.126 Td
-/F2.0 10.5 Tf
-<515265706f7274566965772050726f706572746965733a> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-56.8805 112.346 Td
-/F1.0 10.5 Tf
-<a5> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-BT
-66.24 112.346 Td
-ET
-
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-BT
-66.24 112.346 Td
-/F3.0 10.5 Tf
-<6e616d65> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-87.24 112.346 Td
-/F1.0 10.5 Tf
-<202d20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-95.934 112.346 Td
-/F2.0 10.5 Tf
-<537472696e672c205265717569726564> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-183.3255 112.346 Td
-/F1.0 10.5 Tf
-<202d20556e69717565206e616d6520666f722074686520766965772077697468696e2069747320636f6e7461696e696e67205265706f72742e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-56.8805 90.566 Td
-/F1.0 10.5 Tf
-<a5> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-BT
-66.24 90.566 Td
-ET
-
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-BT
-66.24 90.566 Td
-/F3.0 10.5 Tf
-<6c6162656c> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-92.49 90.566 Td
-/F1.0 10.5 Tf
-<202d20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-101.184 90.566 Td
-/F2.0 10.5 Tf
-<537472696e67> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-133.6185 90.566 Td
-/F1.0 10.5 Tf
-<202d20557365642061732061207368656574202874616229206c6162656c20696e20457863656c20666f726d6174746564207265706f7274732e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-56.8805 68.786 Td
-/F1.0 10.5 Tf
-<a5> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-BT
-66.24 68.786 Td
-ET
-
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-BT
-66.24 68.786 Td
-/F3.0 10.5 Tf
-<74797065> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-87.24 68.786 Td
-/F1.0 10.5 Tf
-<202d20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-95.934 68.786 Td
-/F2.0 10.5 Tf
-[<656e756d206f662054> 60.05859 <41424c452c2053554d4d4152> 29.78516 <59> 80.07812 <2c20504956> 20.01953 <4f> 20.01953 <54> 89.84375 <2e205265717569726564>] TJ
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-331.17805 68.786 Td
-/F1.0 10.5 Tf
-<202d20446566696e6573207468652074797065206f662076696577206265696e6720646566696e65642e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-q
-0.0 0.0 0.0 scn
-0.0 0.0 0.0 SCN
-1 w
-0 J
-0 j
-[] 0 d
-/Stamp2 Do
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-49.24 14.263 Td
-/F1.0 9 Tf
-<34> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-Q
-Q
-
-endstream
-endobj
-43 0 obj
-<< /Type /Page
-/Parent 3 0 R
-/MediaBox [0 0 595.28 841.89]
-/CropBox [0 0 595.28 841.89]
-/BleedBox [0 0 595.28 841.89]
-/TrimBox [0 0 595.28 841.89]
-/ArtBox [0 0 595.28 841.89]
-/Contents 42 0 R
-/Resources << /ProcSet [/PDF /Text /ImageB /ImageC /ImageI]
-/Font << /F3.0 27 0 R
-/F1.0 8 0 R
-/F2.0 17 0 R
-/F1.1 36 0 R
->>
-/XObject << /Stamp2 88 0 R
->>
->>
-/Annots [45 0 R 46 0 R]
->>
-endobj
-44 0 obj
-[43 0 R /XYZ 0 595.67 null]
-endobj
-45 0 obj
-<< /Border [0 0 0]
-/A << /Type /Action
-/S /URI
-/URI (Tables{relfilesuffix})
->>
-/Subtype /Link
-/Rect [313.56826 550.76 372.9708 565.04]
-/Type /Annot
->>
-endobj
-46 0 obj
-<< /Border [0 0 0]
-/A << /Type /Action
-/S /URI
-/URI (Tables{relfilesuffix})
->>
-/Subtype /Link
-/Rect [326.49656 441.86 381.2502 456.14]
-/Type /Annot
->>
-endobj
-47 0 obj
-[43 0 R /XYZ 0 272.87 null]
-endobj
-48 0 obj
-<< /Length 25608
->>
-stream
-q
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-/DeviceRGB cs
-0.2 0.2 0.2 scn
-/DeviceRGB CS
-0.2 0.2 0.2 SCN
-
-BT
-74.954 793.926 Td
-/F1.1 10.5 Tf
-<21> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-BT
-84.24 793.926 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-84.24 793.926 Td
-/F2.0 10.5 Tf
-[<54> 60.05859 <41424c45>] TJ
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-119.09938 793.926 Td
-/F1.0 10.5 Tf
-<2076696577732061726520612073696d706c65206c697374696e67206f6620746865207265636f7264732066726f6d20746865206461746120736f757263652e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-74.954 772.146 Td
-/F1.1 10.5 Tf
-<21> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-0.9683 Tw
-
-BT
-84.24 772.146 Td
-ET
-
-
-0.0 Tw
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.9683 Tw
-
-BT
-84.24 772.146 Td
-/F2.0 10.5 Tf
-[<53554d4d4152> 29.78516 <59>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.9683 Tw
-
-BT
-140.49076 772.146 Td
-/F1.0 10.5 Tf
-[<2076696577732061726520657373656e7469616c6c79207072652d636f6d7075746564205069766f742054> 29.78516 <61626c65732e205468617420697320746f207361> 20.01953 <79> 89.84375 <2c20746865206167677265676174696f6e>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-1.01049 Tw
-
-BT
-84.24 756.366 Td
-ET
-
-
-0.0 Tw
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-1.01049 Tw
-
-BT
-84.24 756.366 Td
-/F1.0 10.5 Tf
-[<646f6e652062> 20.01953 <792061205069766f742054> 29.78516 <61626c6520696e20612073707265616473686565742066696c6520697320646f6e652062> 20.01953 <7920515151207768696c652067656e6572> 20.01953 <6174696e6720746865207265706f72742e20496e>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.08405 Tw
-
-BT
-84.24 740.586 Td
-ET
-
-
-0.0 Tw
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.08405 Tw
-
-BT
-84.24 740.586 Td
-/F1.0 10.5 Tf
-[<74686973207761> 20.01953 <79> 89.84375 <2c2061206e6f6e2d7370726561647368656574207265706f72742028652e672e2c20504446206f72204353> 20.01953 <56292063616e20686176652073756d6d6172697a656420646174612c2061732074686f756768206974>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-BT
-84.24 724.806 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-84.24 724.806 Td
-/F1.0 10.5 Tf
-[<776572652061205069766f742054> 29.78516 <61626c6520696e2061206c6976652073707265616473686565742e>] TJ
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-74.954 703.026 Td
-/F1.1 10.5 Tf
-<21> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-0.50261 Tw
-
-BT
-84.24 703.026 Td
-ET
-
-
-0.0 Tw
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.50261 Tw
-
-BT
-84.24 703.026 Td
-/F2.0 10.5 Tf
-[<504956> 20.01953 <4f> 20.01953 <54>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.50261 Tw
-
-BT
-117.15709 703.026 Td
-/F1.0 10.5 Tf
-[<2076696577732070726f647563652061637475616c205069766f742054> 29.78516 <61626c65732c20616e6420617265206f6e6c7920737570706f7274656420696e20457863656c2066696c657320>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.50261 Tw
-
-BT
-486.17428 703.026 Td
-/F5.0 10.5 Tf
-<28616e6420617265206e6f74> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-BT
-84.24 687.246 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-84.24 687.246 Td
-/F5.0 10.5 Tf
-<737570706f72746564206174207468652074696d65206f6620746869732077726974696e6729> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-263.8425 687.246 Td
-/F1.0 10.5 Tf
-<2e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-56.8805 665.466 Td
-/F1.0 10.5 Tf
-<a5> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-0.52603 Tw
-
-BT
-66.24 665.466 Td
-ET
-
-
-0.0 Tw
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-0.52603 Tw
-
-BT
-66.24 665.466 Td
-/F3.0 10.5 Tf
-<64617461536f757263654e616d65> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.52603 Tw
-
-BT
-139.74 665.466 Td
-/F1.0 10.5 Tf
-<202d20> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.52603 Tw
-
-BT
-149.48607 665.466 Td
-/F2.0 10.5 Tf
-<537472696e672c205265717569726564> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.52603 Tw
-
-BT
-237.4036 665.466 Td
-/F1.0 10.5 Tf
-<202d205265666572656e636520746f20612044617461536f757263652077697468696e20746865207265706f72742c2074686174206973207573656420746f> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-BT
-66.24 649.686 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-66.24 649.686 Td
-/F1.0 10.5 Tf
-[<70726f766964652074686520726f777320666f72207468652076696577> 69.82422 <2e>] TJ
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-56.8805 627.906 Td
-/F1.0 10.5 Tf
-<a5> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-0.95067 Tw
-
-BT
-66.24 627.906 Td
-ET
-
-
-0.0 Tw
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-0.95067 Tw
-
-BT
-66.24 627.906 Td
-/F3.0 10.5 Tf
-<76617269616e636544617461536f757263654e616d65> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.95067 Tw
-
-BT
-181.74 627.906 Td
-/F1.0 10.5 Tf
-<202d20> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.95067 Tw
-
-BT
-192.33533 627.906 Td
-/F2.0 10.5 Tf
-<537472696e67> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.95067 Tw
-
-BT
-224.76983 627.906 Td
-/F1.0 10.5 Tf
-<202d204f7074696f6e616c207265666572656e636520746f2061207365636f6e642044617461536f757263652077697468696e20746865207265706f72742c> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-BT
-66.24 612.126 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-66.24 612.126 Td
-/F1.0 10.5 Tf
-<74686174206973207573656420696e20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-BT
-138.7215 612.126 Td
-/F4.0 10.5 Tf
-<53554d4d415259> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-175.4715 612.126 Td
-/F1.0 10.5 Tf
-<207479706520766965777320666f7220636f6d707574696e672076617269616e6365732e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-74.954 590.346 Td
-/F1.1 10.5 Tf
-<21> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-0.06255 Tw
-
-BT
-84.24 590.346 Td
-ET
-
-
-0.0 Tw
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.06255 Tw
-
-BT
-84.24 590.346 Td
-/F1.0 10.5 Tf
-[<46> 40.03906 <6f72206578616d706c652c20676976656e2061204461746120536f75726365207769746820612066696c74657220746861742073656c6563747320616c6c2073616c6573207265636f72647320666f72206120676976656e20796561722c2061>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-5.29787 Tw
-
-BT
-84.24 574.566 Td
-ET
-
-
-0.0 Tw
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-5.29787 Tw
-
-BT
-84.24 574.566 Td
-/F1.0 10.5 Tf
-[<56> 60.05859 <617269616e6365204461746120536f75726365206d61> 20.01953 <79206861766520612066696c74657220746861742073656c65637473207468652070726576696f757320796561722c20666f7220646f696e67>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-BT
-84.24 558.786 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-84.24 558.786 Td
-/F1.0 10.5 Tf
-<636f6d7061726973736f6e732e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-56.8805 537.006 Td
-/F1.0 10.5 Tf
-<a5> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-2.068 Tw
-
-BT
-66.24 537.006 Td
-ET
-
-
-0.0 Tw
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-2.068 Tw
-
-BT
-66.24 537.006 Td
-/F3.0 10.5 Tf
-<7069766f744669656c6473> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-2.068 Tw
-
-BT
-123.99 537.006 Td
-/F1.0 10.5 Tf
-<202d20> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-2.068 Tw
-
-BT
-136.82001 537.006 Td
-/F2.0 10.5 Tf
-<4c697374206f6620537472696e672c20436f6e646974696f6e616c> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-2.068 Tw
-
-BT
-279.56602 537.006 Td
-/F1.0 10.5 Tf
-[<202d2046> 40.03906 <6f7220>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-2.068 Tw
-
-BT
-313.95163 537.006 Td
-/F2.0 10.5 Tf
-[<53554d4d4152> 29.78516 <59>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-2.068 Tw
-
-BT
-370.20238 537.006 Td
-/F1.0 10.5 Tf
-<206f7220> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-2.068 Tw
-
-BT
-390.78139 537.006 Td
-/F2.0 10.5 Tf
-[<504956> 20.01953 <4f> 20.01953 <54>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-2.068 Tw
-
-BT
-423.69848 537.006 Td
-/F1.0 10.5 Tf
-<20747970652076696577732c207370656369667920746865> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-BT
-66.24 521.226 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-66.24 521.226 Td
-/F1.0 10.5 Tf
-<6669656c642873292075736564206173207069766f7420726f77732e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-74.954 499.446 Td
-/F1.1 10.5 Tf
-<21> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-1.81597 Tw
-
-BT
-84.24 499.446 Td
-ET
-
-
-0.0 Tw
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-1.81597 Tw
-
-BT
-84.24 499.446 Td
-/F1.0 10.5 Tf
-[<46> 40.03906 <6f72206578616d706c652c20696e20612073756d6d6172792076696577206f66206f72646572732c20796f75206d61> 20.01953 <7920227069766f7422206f6e2074686520>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-1.81597 Tw
-
-BT
-441.94655 499.446 Td
-/F2.0 10.5 Tf
-<637573746f6d65724964> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-1.81597 Tw
-
-BT
-503.05655 499.446 Td
-/F1.0 10.5 Tf
-<206669656c642c20746f> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-BT
-84.24 483.666 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-84.24 483.666 Td
-/F1.0 10.5 Tf
-<70726f64756365206f6e6520726f77207065722d637573746f6d65722c207769746820616767726567617465206461746120666f72207468617420637573746f6d65722e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-56.8805 461.886 Td
-/F1.0 10.5 Tf
-<a5> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-0.182 Tw
-
-BT
-66.24 461.886 Td
-ET
-
-
-0.0 Tw
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-0.182 Tw
-
-BT
-66.24 461.886 Td
-/F3.0 10.5 Tf
-<7469746c65466f726d6174> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.182 Tw
-
-BT
-123.99 461.886 Td
-/F1.0 10.5 Tf
-<202d20> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.182 Tw
-
-BT
-133.04801 461.886 Td
-/F2.0 10.5 Tf
-<537472696e67> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.182 Tw
-
-BT
-165.48251 461.886 Td
-/F1.0 10.5 Tf
-[<202d204a6176612046> 40.03906 <6f726d617420537472696e672c2075736564207769746820>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-0.182 Tw
-
-BT
-325.87313 461.886 Td
-/F3.0 10.5 Tf
-<7469746c654669656c6473> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.182 Tw
-
-BT
-383.62313 461.886 Td
-/F1.0 10.5 Tf
-[<2028696620676976656e292c20746f2070726f647563652061207469746c6520726f77> 69.82422 <2c>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-BT
-66.24 446.106 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-66.24 446.106 Td
-/F1.0 10.5 Tf
-[<652e672e2c20666972737420726f7720696e20746865207669657720286265666f726520616e> 20.01953 <7920726f77732066726f6d20746865206461746120736f75726365292e>] TJ
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-56.8805 424.326 Td
-/F1.0 10.5 Tf
-<a5> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-2.03362 Tw
-
-BT
-66.24 424.326 Td
-ET
-
-
-0.0 Tw
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-2.03362 Tw
-
-BT
-66.24 424.326 Td
-/F3.0 10.5 Tf
-<7469746c654669656c6473> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-2.03362 Tw
-
-BT
-123.99 424.326 Td
-/F1.0 10.5 Tf
-<202d20> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-2.03362 Tw
-
-BT
-136.75124 424.326 Td
-/F2.0 10.5 Tf
-<4c697374206f6620537472696e672c20436f6e646974696f6e616c> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-2.03362 Tw
-
-BT
-279.39411 424.326 Td
-/F1.0 10.5 Tf
-<202d2055736564207769746820> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-2.03362 Tw
-
-BT
-348.7121 424.326 Td
-/F3.0 10.5 Tf
-<7469746c65466f726d6174> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-2.03362 Tw
-
-BT
-406.4621 424.326 Td
-/F1.0 10.5 Tf
-[<2c20746f2070726f766964652076616c75657320666f7220616e> 20.01953 <79>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.27267 Tw
-
-BT
-66.24 408.546 Td
-ET
-
-
-0.0 Tw
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.27267 Tw
-
-BT
-66.24 408.546 Td
-/F1.0 10.5 Tf
-[<666f726d6174207370656369666965727320696e2074686520666f726d617420737472696e672e2053> 20.01953 <796e74617820746f207265666572656e63652061206669656c642028652e672e2c2066726f6d2061207265706f727420696e707574206669656c6429>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-BT
-66.24 392.766 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-66.24 392.766 Td
-/F1.0 10.5 Tf
-<69733a20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-BT
-80.0475 392.766 Td
-/F3.0 10.5 Tf
-<247b696e7075742e4e414d457d> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-148.2975 392.766 Td
-/F1.0 10.5 Tf
-<2c20776865726520> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-BT
-188.2395 392.766 Td
-/F3.0 10.5 Tf
-<4e414d45> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-209.2395 392.766 Td
-/F1.0 10.5 Tf
-<2069732074686520> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-BT
-241.4535 392.766 Td
-/F3.0 10.5 Tf
-<6e616d65> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-262.4535 392.766 Td
-/F1.0 10.5 Tf
-<20617474726962757465206f662074686520696e7075744669656c642e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-74.954 370.986 Td
-/F1.1 10.5 Tf
-<21> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-BT
-84.24 370.986 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-84.24 370.986 Td
-/F1.0 10.5 Tf
-<4578616d706c65206f66207573696e6720> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-BT
-173.2275 370.986 Td
-/F3.0 10.5 Tf
-<7469746c65466f726d6174> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-230.9775 370.986 Td
-/F1.0 10.5 Tf
-<20616e6420> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-BT
-255.5265 370.986 Td
-/F3.0 10.5 Tf
-<7469746c654669656c6473> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-313.2765 370.986 Td
-/F1.0 10.5 Tf
-<3a> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-q
-0.96078 0.96078 0.96078 scn
-52.24 355.17 m
-543.04 355.17 l
-545.24914 355.17 547.04 353.37914 547.04 351.17 c
-547.04 233.99 l
-547.04 231.78086 545.24914 229.99 543.04 229.99 c
-52.24 229.99 l
-50.03086 229.99 48.24 231.78086 48.24 233.99 c
-48.24 351.17 l
-48.24 353.37914 50.03086 355.17 52.24 355.17 c
-h
-f
-0.8 0.8 0.8 SCN
-0.75 w
-52.24 355.17 m
-543.04 355.17 l
-545.24914 355.17 547.04 353.37914 547.04 351.17 c
-547.04 233.99 l
-547.04 231.78086 545.24914 229.99 543.04 229.99 c
-52.24 229.99 l
-50.03086 229.99 48.24 231.78086 48.24 233.99 c
-48.24 351.17 l
-48.24 353.37914 50.03086 355.17 52.24 355.17 c
-h
-S
-Q
-0.6 0.6 0.6 scn
-0.6 0.6 0.6 SCN
-
-BT
-59.24 332.345 Td
-/F3.0 11 Tf
-<2f2f20676976656e20746865736520696e7075744669656c64733a> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.0 0.4 0.6 scn
-0.0 0.4 0.6 SCN
-
-BT
-59.24 317.605 Td
-/F3.0 11 Tf
-<6e6577> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-75.74 317.605 Td
-/F3.0 11 Tf
-<20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-81.24 317.605 Td
-/F3.0 11 Tf
-<514669656c644d65746144617461> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-158.24 317.605 Td
-/F3.0 11 Tf
-<28> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-163.74 317.605 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-169.24 317.605 Td
-/F3.0 11 Tf
-<737461727444617465> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-218.74 317.605 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-224.24 317.605 Td
-/F3.0 11 Tf
-<2c> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-229.74 317.605 Td
-/F3.0 11 Tf
-<20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-235.24 317.605 Td
-/F3.0 11 Tf
-<514669656c6454797065> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-290.24 317.605 Td
-/F3.0 11 Tf
-<2e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-295.74 317.605 Td
-/F3.0 11 Tf
-<44415445> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-317.74 317.605 Td
-/F3.0 11 Tf
-<29> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.0 0.4 0.6 scn
-0.0 0.4 0.6 SCN
-
-BT
-59.24 302.865 Td
-/F3.0 11 Tf
-<6e6577> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-75.74 302.865 Td
-/F3.0 11 Tf
-<20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-81.24 302.865 Td
-/F3.0 11 Tf
-<514669656c644d65746144617461> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-158.24 302.865 Td
-/F3.0 11 Tf
-<28> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-163.74 302.865 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-169.24 302.865 Td
-/F3.0 11 Tf
-<656e6444617465> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-207.74 302.865 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-213.24 302.865 Td
-/F3.0 11 Tf
-<2c> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-218.74 302.865 Td
-/F3.0 11 Tf
-<20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-224.24 302.865 Td
-/F3.0 11 Tf
-<514669656c6454797065> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-279.24 302.865 Td
-/F3.0 11 Tf
-<2e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-284.74 302.865 Td
-/F3.0 11 Tf
-<44415445> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-306.74 302.865 Td
-/F3.0 11 Tf
-<29> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.6 0.6 0.6 scn
-0.6 0.6 0.6 SCN
-
-BT
-59.24 273.385 Td
-/F3.0 11 Tf
-<2f2f206120766965772063616e20686176652061207469746c6520726f77206c696b6520746869733a> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-59.24 258.645 Td
-/F3.0 11 Tf
-<2e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-64.74 258.645 Td
-/F3.0 11 Tf
-<776974685469746c65466f726d6174> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-147.24 258.645 Td
-/F3.0 11 Tf
-<28> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-152.74 258.645 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-158.24 258.645 Td
-/F3.0 11 Tf
-<5765656b6c792053616c6573205265706f7274202d202573202d202573> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-317.74 258.645 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-323.24 258.645 Td
-/F3.0 11 Tf
-<29> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-59.24 243.905 Td
-/F3.0 11 Tf
-<2e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-64.74 243.905 Td
-/F3.0 11 Tf
-<776974685469746c654669656c6473> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-147.24 243.905 Td
-/F3.0 11 Tf
-<28> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.0 0.46667 0.53333 scn
-0.0 0.46667 0.53333 SCN
-
-BT
-152.74 243.905 Td
-/F3.0 11 Tf
-<4c697374> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-174.74 243.905 Td
-/F3.0 11 Tf
-<2e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-180.24 243.905 Td
-/F3.0 11 Tf
-<6f66> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-191.24 243.905 Td
-/F3.0 11 Tf
-<28> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-196.74 243.905 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-202.24 243.905 Td
-/F3.0 11 Tf
-<247b696e7075742e7374617274446174657d> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-301.24 243.905 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-306.74 243.905 Td
-/F3.0 11 Tf
-<2c> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-312.24 243.905 Td
-/F3.0 11 Tf
-<20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-317.74 243.905 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-323.24 243.905 Td
-/F3.0 11 Tf
-<247b696e7075742e656e64446174657d> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-411.24 243.905 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-416.74 243.905 Td
-/F3.0 11 Tf
-<29> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-422.24 243.905 Td
-/F3.0 11 Tf
-<29> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-56.8805 206.026 Td
-/F1.0 10.5 Tf
-<a5> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-1.27013 Tw
-
-BT
-66.24 206.026 Td
-ET
-
-
-0.0 Tw
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-1.27013 Tw
-
-BT
-66.24 206.026 Td
-/F3.0 10.5 Tf
-<696e636c756465486561646572526f77> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-1.27013 Tw
-
-BT
-150.24 206.026 Td
-/F1.0 10.5 Tf
-<202d20> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-1.27013 Tw
-
-BT
-161.47427 206.026 Td
-/F2.0 10.5 Tf
-<626f6f6c65616e2c2064656661756c742074727565> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-1.27013 Tw
-
-BT
-276.13353 206.026 Td
-/F1.0 10.5 Tf
-<202d20496e6469636174696f6e207468617420666972737420726f77206f662074686520766965772073686f756c6420626520746865> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-BT
-66.24 190.246 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-66.24 190.246 Td
-/F1.0 10.5 Tf
-<636f6c756d6e206c6162656c732e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-74.954 168.466 Td
-/F1.1 10.5 Tf
-<21> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-BT
-84.24 168.466 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-84.24 168.466 Td
-/F1.0 10.5 Tf
-[<496620747275652c207468656e2068656164657220726f772069732070757420696e207468652076696577> 69.82422 <2e>] TJ
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-74.954 146.686 Td
-/F1.1 10.5 Tf
-<21> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-BT
-84.24 146.686 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-84.24 146.686 Td
-/F1.0 10.5 Tf
-[<49662066616c73652c207468656e206e6f2068656164657220726f772069732070757420696e207468652076696577> 69.82422 <2e>] TJ
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-56.8805 124.906 Td
-/F1.0 10.5 Tf
-<a5> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-1.22743 Tw
-
-BT
-66.24 124.906 Td
-ET
-
-
-0.0 Tw
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-1.22743 Tw
-
-BT
-66.24 124.906 Td
-/F3.0 10.5 Tf
-<696e636c756465546f74616c526f77> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-1.22743 Tw
-
-BT
-144.99 124.906 Td
-/F1.0 10.5 Tf
-<202d20> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-1.22743 Tw
-
-BT
-156.13887 124.906 Td
-/F2.0 10.5 Tf
-<626f6f6c65616e2c2064656661756c742066616c7365> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-1.22743 Tw
-
-BT
-273.36923 124.906 Td
-/F1.0 10.5 Tf
-<202d20496e6469636174696f6e2074686174206120746f74616c7320726f772073686f756c6420626520616464656420746f20746865> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-BT
-66.24 109.126 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-66.24 109.126 Td
-/F1.0 10.5 Tf
-[<76696577> 69.82422 <2e20416c6c206e756d6572696320636f6c756d6e73206172652073756d6d656420746f2070726f647563652076616c75657320696e2074686520746f74616c7320726f77> 69.82422 <2e>] TJ
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-74.954 87.346 Td
-/F1.1 10.5 Tf
-<21> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-BT
-84.24 87.346 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-84.24 87.346 Td
-/F1.0 10.5 Tf
-[<496620747275652c207468656e20746f74616c7320726f772069732070757420696e207468652076696577> 69.82422 <2e>] TJ
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-74.954 65.566 Td
-/F1.1 10.5 Tf
-<21> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-BT
-84.24 65.566 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-84.24 65.566 Td
-/F1.0 10.5 Tf
-[<49662066616c73652c207468656e206e6f20746f74616c7320726f772069732070757420696e207468652076696577> 69.82422 <2e>] TJ
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-q
-0.0 0.0 0.0 scn
-0.0 0.0 0.0 SCN
-1 w
-0 J
-0 j
-[] 0 d
-/Stamp1 Do
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-541.009 14.263 Td
-/F1.0 9 Tf
-<35> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-Q
-Q
-
-endstream
-endobj
-49 0 obj
-<< /Type /Page
-/Parent 3 0 R
-/MediaBox [0 0 595.28 841.89]
-/CropBox [0 0 595.28 841.89]
-/BleedBox [0 0 595.28 841.89]
-/TrimBox [0 0 595.28 841.89]
-/ArtBox [0 0 595.28 841.89]
-/Contents 48 0 R
-/Resources << /ProcSet [/PDF /Text /ImageB /ImageC /ImageI]
-/Font << /F1.1 36 0 R
-/F2.0 17 0 R
-/F1.0 8 0 R
-/F5.0 50 0 R
-/F3.0 27 0 R
-/F4.0 24 0 R
->>
-/XObject << /Stamp1 87 0 R
->>
->>
->>
-endobj
-50 0 obj
-<< /Type /Font
-/BaseFont /8192eb+NotoSerif-Italic
-/Subtype /TrueType
-/FontDescriptor 114 0 R
-/FirstChar 32
-/LastChar 255
-/Widths 116 0 R
-/ToUnicode 115 0 R
->>
-endobj
-51 0 obj
-<< /Length 10905
->>
-stream
-q
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-/DeviceRGB cs
-0.2 0.2 0.2 scn
-/DeviceRGB CS
-0.2 0.2 0.2 SCN
-
-BT
-56.8805 793.926 Td
-/F1.0 10.5 Tf
-<a5> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-0.88437 Tw
-
-BT
-66.24 793.926 Td
-ET
-
-
-0.0 Tw
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-0.88437 Tw
-
-BT
-66.24 793.926 Td
-/F3.0 10.5 Tf
-<696e636c7564655069766f74537562546f74616c73> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.88437 Tw
-
-BT
-176.49 793.926 Td
-/F1.0 10.5 Tf
-<202d20> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.88437 Tw
-
-BT
-186.95275 793.926 Td
-/F2.0 10.5 Tf
-<626f6f6c65616e2c2064656661756c742066616c7365> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.88437 Tw
-
-BT
-303.49699 793.926 Td
-/F1.0 10.5 Tf
-[<202d2046> 40.03906 <6f72206120>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.88437 Tw
-
-BT
-343.83657 793.926 Td
-/F2.0 10.5 Tf
-[<53554d4d4152> 29.78516 <59>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.88437 Tw
-
-BT
-400.08733 793.926 Td
-/F1.0 10.5 Tf
-<206f7220> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.88437 Tw
-
-BT
-418.29907 793.926 Td
-/F2.0 10.5 Tf
-[<504956> 20.01953 <4f> 20.01953 <54>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.88437 Tw
-
-BT
-451.21616 793.926 Td
-/F1.0 10.5 Tf
-[<20747970652076696577> 69.82422 <2c206966207468657265>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.89773 Tw
-
-BT
-66.24 778.146 Td
-ET
-
-
-0.0 Tw
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.89773 Tw
-
-BT
-66.24 778.146 Td
-/F1.0 10.5 Tf
-<617265206d6f7265207468616e203120> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.89773 Tw
-
-BT
-152.60243 778.146 Td
-/F2.0 10.5 Tf
-<7069766f744669656c6473> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.89773 Tw
-
-BT
-211.90643 778.146 Td
-/F1.0 10.5 Tf
-<206265696e6720757365642c2074686973206669656c6420697320616e20696e6469636174696f6e20746861742065616368206869676865722d6c6576656c207069766f74> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-BT
-66.24 762.366 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-66.24 762.366 Td
-/F1.0 10.5 Tf
-<73686f756c6420696e636c756465207375622d746f74616c732e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-74.954 740.586 Td
-/F1.1 10.5 Tf
-<21> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-BT
-84.24 740.586 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-1.0 1.0 0.0 scn
-84.24 736.52 124.57679 16.28 re
-f
-0.2 0.2 0.2 scn
-
-BT
-85.24 740.586 Td
-/F1.0 10.5 Tf
-[<54> 20.01953 <4f444f202d2070726f76696465206578616d706c65>] TJ
-ET
-
-
-BT
-84.24 740.586 Td
-/F1.0 10.5 Tf
-<202020> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-56.8805 718.806 Td
-/F1.0 10.5 Tf
-<a5> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-0.55604 Tw
-
-BT
-66.24 718.806 Td
-ET
-
-
-0.0 Tw
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-0.55604 Tw
-
-BT
-66.24 718.806 Td
-/F3.0 10.5 Tf
-<636f6c756d6e73> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.55604 Tw
-
-BT
-102.99 718.806 Td
-/F1.0 10.5 Tf
-<202d20> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.55604 Tw
-
-BT
-112.79608 718.806 Td
-/F2.0 10.5 Tf
-<4c697374206f6620515265706f72744669656c642c207265717569726564> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.55604 Tw
-
-BT
-274.8202 718.806 Td
-/F1.0 10.5 Tf
-[<202d20446566696e6974696f6e206f662074686520636f6c756d6e7320746f2061707065617220696e207468652076696577> 69.82422 <2e20536565>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-BT
-66.24 703.026 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-66.24 703.026 Td
-/F1.0 10.5 Tf
-<73656374696f6e206f6e20515265706f72744669656c6420666f722064657461696c732e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-56.8805 681.246 Td
-/F1.0 10.5 Tf
-<a5> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-0.21002 Tw
-
-BT
-66.24 681.246 Td
-ET
-
-
-0.0 Tw
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-0.21002 Tw
-
-BT
-66.24 681.246 Td
-/F3.0 10.5 Tf
-<6f7264657242794669656c6473> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.21002 Tw
-
-BT
-134.49 681.246 Td
-/F1.0 10.5 Tf
-<202d20> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.21002 Tw
-
-BT
-143.60404 681.246 Td
-/F2.0 10.5 Tf
-[<4c697374206f66205146696c7465724f7264657242> 20.01953 <79> 89.84375 <2c206f7074696f6e616c>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.21002 Tw
-
-BT
-312.48753 681.246 Td
-/F1.0 10.5 Tf
-[<202d2046> 40.03906 <6f72206120>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.21002 Tw
-
-BT
-350.1297 681.246 Td
-/F2.0 10.5 Tf
-[<53554d4d4152> 29.78516 <59>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.21002 Tw
-
-BT
-406.38045 681.246 Td
-/F1.0 10.5 Tf
-<206f7220> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.21002 Tw
-
-BT
-423.24349 681.246 Td
-/F2.0 10.5 Tf
-[<504956> 20.01953 <4f> 20.01953 <54>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.21002 Tw
-
-BT
-456.16058 681.246 Td
-/F1.0 10.5 Tf
-[<20747970652076696577> 69.82422 <2c20686f7720746f>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-BT
-66.24 665.466 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-66.24 665.466 Td
-/F1.0 10.5 Tf
-<736f72742074686520726f77732e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-56.8805 643.686 Td
-/F1.0 10.5 Tf
-<a5> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-4.40275 Tw
-
-BT
-66.24 643.686 Td
-ET
-
-
-0.0 Tw
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-4.40275 Tw
-
-BT
-66.24 643.686 Td
-/F3.0 10.5 Tf
-<7265636f72645472616e73666f726d53746570> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-4.40275 Tw
-
-BT
-165.99 643.686 Td
-/F1.0 10.5 Tf
-<202d20> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-4.40275 Tw
-
-BT
-183.4895 643.686 Td
-/F2.0 10.5 Tf
-<51436f64655265666572656e63652c20737562636c617373206f6620> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-4.40275 Tw
-
-BT
-351.39425 643.686 Td
-/F4.0 10.5 Tf
-<41627374726163745472616e73666f726d53746570> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-4.40275 Tw
-
-BT
-461.64425 643.686 Td
-/F1.0 10.5 Tf
-<202d20437573746f6d20636f6465> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-1.35345 Tw
-
-BT
-66.24 627.906 Td
-ET
-
-
-0.0 Tw
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-1.35345 Tw
-
-BT
-66.24 627.906 Td
-/F1.0 10.5 Tf
-[<7265666572656e636520746861742063616e206265207573656420746f207472> 20.01953 <616e73666f726d207265636f72647320616674657220746865792061726520717565726965642066726f6d20746865206461746120736f757263652c>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-1.04279 Tw
-
-BT
-66.24 612.126 Td
-ET
-
-
-0.0 Tw
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-1.04279 Tw
-
-BT
-66.24 612.126 Td
-/F1.0 10.5 Tf
-[<616e64206265666f726520746865792061726520706c6163656420696e746f207468652076696577> 69.82422 <2e2043616e206265207573656420746f207472> 20.01953 <616e73666f726d206f7220637573746f6d697a652076616c7565732c206f7220746f>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-BT
-66.24 596.346 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-66.24 596.346 Td
-/F1.0 10.5 Tf
-<6c6f6f6b207570206164646974696f6e616c2076616c75657320746f2061646420746f20746865207265706f72742e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-74.954 574.566 Td
-/F1.1 10.5 Tf
-<21> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-BT
-84.24 574.566 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-1.0 1.0 0.0 scn
-84.24 570.5 124.57679 16.28 re
-f
-0.2 0.2 0.2 scn
-
-BT
-85.24 574.566 Td
-/F1.0 10.5 Tf
-[<54> 20.01953 <4f444f202d2070726f76696465206578616d706c65>] TJ
-ET
-
-
-BT
-84.24 574.566 Td
-/F1.0 10.5 Tf
-<202020> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-56.8805 552.786 Td
-/F1.0 10.5 Tf
-<a5> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-6.90283 Tw
-
-BT
-66.24 552.786 Td
-ET
-
-
-0.0 Tw
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-6.90283 Tw
-
-BT
-66.24 552.786 Td
-/F3.0 10.5 Tf
-<76696577437573746f6d697a6572> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-6.90283 Tw
-
-BT
-139.74 552.786 Td
-/F1.0 10.5 Tf
-<202d20> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-6.90283 Tw
-
-BT
-162.23967 552.786 Td
-/F2.0 10.5 Tf
-<51436f64655265666572656e63652c20696d706c656d656e746174696f6e206f6620696e7465726661636520> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-6.90283 Tw
-
-BT
-436.79 552.786 Td
-/F4.0 10.5 Tf
-<46756e6374696f6e3c515265706f7274566965772c> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.29211 Tw
-
-BT
-66.24 537.006 Td
-ET
-
-
-0.0 Tw
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-0.29211 Tw
-
-BT
-66.24 537.006 Td
-/F4.0 10.5 Tf
-<515265706f7274566965773e> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-0.29211 Tw
-
-BT
-129.24 537.006 Td
-/F1.0 10.5 Tf
-[<202d20437573746f6d20636f6465207265666572656e636520746861742063616e206265207573656420746f20637573746f6d697a6520746865207265706f72742076696577> 69.82422 <2c2061742072756e74696d652e>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-BT
-66.24 521.226 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-66.24 521.226 Td
-/F1.0 10.5 Tf
-<43616e20626520757365642c20666f72206578616d706c652c20746f2064796e616d6963616c6c7920646566696e6520746865207265706f7274d57320> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-369.228 521.226 Td
-/F2.0 10.5 Tf
-<636f6c756d6e73> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-414.315 521.226 Td
-/F1.0 10.5 Tf
-<2e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-74.954 499.446 Td
-/F1.1 10.5 Tf
-<21> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-BT
-84.24 499.446 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-1.0 1.0 0.0 scn
-84.24 495.38 124.57679 16.28 re
-f
-0.2 0.2 0.2 scn
-
-BT
-85.24 499.446 Td
-/F1.0 10.5 Tf
-[<54> 20.01953 <4f444f202d2070726f76696465206578616d706c65>] TJ
-ET
-
-
-BT
-84.24 499.446 Td
-/F1.0 10.5 Tf
-<202020> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-48.24 469.218 Td
-/F2.0 9 Tf
-<515265706f72744669656c64> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-q
-0.0 0.0 0.0 scn
-0.0 0.0 0.0 SCN
-1 w
-0 J
-0 j
-[] 0 d
-/Stamp2 Do
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-49.24 14.263 Td
-/F1.0 9 Tf
-<36> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-Q
-Q
-
-endstream
-endobj
-52 0 obj
-<< /Type /Page
-/Parent 3 0 R
-/MediaBox [0 0 595.28 841.89]
-/CropBox [0 0 595.28 841.89]
-/BleedBox [0 0 595.28 841.89]
-/TrimBox [0 0 595.28 841.89]
-/ArtBox [0 0 595.28 841.89]
-/Contents 51 0 R
-/Resources << /ProcSet [/PDF /Text /ImageB /ImageC /ImageI]
-/Font << /F1.0 8 0 R
-/F3.0 27 0 R
-/F2.0 17 0 R
-/F1.1 36 0 R
-/F4.0 24 0 R
->>
-/XObject << /Stamp2 88 0 R
->>
->>
->>
-endobj
-53 0 obj
-[52 0 R /XYZ 0 483.63 null]
-endobj
-54 0 obj
-<< /Length 23645
->>
-stream
-q
-/DeviceRGB cs
-0.2 0.2 0.2 scn
-/DeviceRGB CS
-0.2 0.2 0.2 SCN
-
-BT
-48.24 782.394 Td
-/F2.0 22 Tf
-[<41> 20.01953 <6374696f6e73>] TJ
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-48.24 741.146 Td
-/F2.0 18 Tf
-[<52656e64657254> 29.78516 <656d706c61746541> 20.01953 <6374696f6e>] TJ
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-2.26168 Tw
-
-BT
-48.24 713.126 Td
-/F1.0 10.5 Tf
-<54686520> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-2.26168 Tw
-
-BT
-71.92168 713.126 Td
-/F4.0 10.5 Tf
-<52656e64657254656d706c617465416374696f6e> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-2.26168 Tw
-
-BT
-176.92168 713.126 Td
-/F1.0 10.5 Tf
-<20706572666f726d7320746865206a6f62206f662074616b696e6720612074656d706c617465202d20746861742069732c206120737472696e67206f6620636f64652c20696e2061> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-1.3896 Tw
-
-BT
-48.24 697.346 Td
-/F1.0 10.5 Tf
-<74656d706c6174696e67206c616e67756167652c207375636820617320> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.25882 0.5451 0.79216 scn
-0.25882 0.5451 0.79216 SCN
-
-1.3896 Tw
-
-BT
-200.84038 697.346 Td
-/F1.0 10.5 Tf
-[<56> 60.05859 <656c6f63697479>] TJ
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-1.3896 Tw
-
-BT
-240.35126 697.346 Td
-/F1.0 10.5 Tf
-<2c20616e64206d657267696e672069742077697468206120736574206f66206461746120286b6e6f776e206173206120636f6e74657874292c20746f> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-48.24 681.566 Td
-/F1.0 10.5 Tf
-<70726f6475636520736f6d65207573696e672d666163696e67206f75747075742c2073756368206173206120537472696e67206f662048544d4c2e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-48.24 647.066 Td
-/F2.0 13 Tf
-<4578616d706c6573> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-48.24 616.456 Td
-/F2.0 10.5 Tf
-[<43616e6f6e6963616c2046> 40.03906 <6f726d>] TJ
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-q
-0.96078 0.96078 0.96078 scn
-52.24 602.59 m
-543.04 602.59 l
-545.24914 602.59 547.04 600.79914 547.04 598.59 c
-547.04 466.67 l
-547.04 464.46086 545.24914 462.67 543.04 462.67 c
-52.24 462.67 l
-50.03086 462.67 48.24 464.46086 48.24 466.67 c
-48.24 598.59 l
-48.24 600.79914 50.03086 602.59 52.24 602.59 c
-h
-f
-0.8 0.8 0.8 SCN
-0.75 w
-52.24 602.59 m
-543.04 602.59 l
-545.24914 602.59 547.04 600.79914 547.04 598.59 c
-547.04 466.67 l
-547.04 464.46086 545.24914 462.67 543.04 462.67 c
-52.24 462.67 l
-50.03086 462.67 48.24 464.46086 48.24 466.67 c
-48.24 598.59 l
-48.24 600.79914 50.03086 602.59 52.24 602.59 c
-h
-S
-Q
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-59.24 579.765 Td
-/F3.0 11 Tf
-<52656e64657254656d706c617465496e707574> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-163.74 579.765 Td
-/F3.0 11 Tf
-<20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-169.24 579.765 Td
-/F3.0 11 Tf
-<696e707574> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-196.74 579.765 Td
-/F3.0 11 Tf
-<20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-202.24 579.765 Td
-/F3.0 11 Tf
-<3d> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-207.74 579.765 Td
-/F3.0 11 Tf
-<20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.0 0.4 0.6 scn
-0.0 0.4 0.6 SCN
-
-BT
-213.24 579.765 Td
-/F3.0 11 Tf
-<6e6577> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-229.74 579.765 Td
-/F3.0 11 Tf
-<20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-235.24 579.765 Td
-/F3.0 11 Tf
-<52656e64657254656d706c617465496e707574> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-339.74 579.765 Td
-/F3.0 11 Tf
-<28> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-345.24 579.765 Td
-/F3.0 11 Tf
-<71496e7374616e6365> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-394.74 579.765 Td
-/F3.0 11 Tf
-<29> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-400.24 579.765 Td
-/F3.0 11 Tf
-<3b> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-59.24 565.025 Td
-/F3.0 11 Tf
-<696e707574> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-86.74 565.025 Td
-/F3.0 11 Tf
-<2e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-92.24 565.025 Td
-/F3.0 11 Tf
-<73657453657373696f6e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-147.24 565.025 Td
-/F3.0 11 Tf
-<28> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-152.74 565.025 Td
-/F3.0 11 Tf
-<73657373696f6e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-191.24 565.025 Td
-/F3.0 11 Tf
-<29> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-196.74 565.025 Td
-/F3.0 11 Tf
-<3b> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-59.24 550.285 Td
-/F3.0 11 Tf
-<696e707574> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-86.74 550.285 Td
-/F3.0 11 Tf
-<2e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-92.24 550.285 Td
-/F3.0 11 Tf
-<736574436f6465> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-130.74 550.285 Td
-/F3.0 11 Tf
-<28> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-136.24 550.285 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-141.74 550.285 Td
-/F3.0 11 Tf
-<48656c6c6f2c20247b6e616d657d> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-218.74 550.285 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-224.24 550.285 Td
-/F3.0 11 Tf
-<29> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-229.74 550.285 Td
-/F3.0 11 Tf
-<3b> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-59.24 535.545 Td
-/F3.0 11 Tf
-<696e707574> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-86.74 535.545 Td
-/F3.0 11 Tf
-<2e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-92.24 535.545 Td
-/F3.0 11 Tf
-<73657454656d706c61746554797065> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-174.74 535.545 Td
-/F3.0 11 Tf
-<28> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-180.24 535.545 Td
-/F3.0 11 Tf
-<54656d706c61746554797065> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-246.24 535.545 Td
-/F3.0 11 Tf
-<2e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-251.74 535.545 Td
-/F3.0 11 Tf
-<56454c4f43495459> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-295.74 535.545 Td
-/F3.0 11 Tf
-<29> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-301.24 535.545 Td
-/F3.0 11 Tf
-<3b> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-59.24 520.805 Td
-/F3.0 11 Tf
-<696e707574> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-86.74 520.805 Td
-/F3.0 11 Tf
-<2e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-92.24 520.805 Td
-/F3.0 11 Tf
-<736574436f6e74657874> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-147.24 520.805 Td
-/F3.0 11 Tf
-<28> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.0 0.46667 0.53333 scn
-0.0 0.46667 0.53333 SCN
-
-BT
-152.74 520.805 Td
-/F3.0 11 Tf
-<4d6170> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-169.24 520.805 Td
-/F3.0 11 Tf
-<2e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-174.74 520.805 Td
-/F3.0 11 Tf
-<6f66> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-185.74 520.805 Td
-/F3.0 11 Tf
-<28> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-191.24 520.805 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-196.74 520.805 Td
-/F3.0 11 Tf
-<6e616d65> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-218.74 520.805 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-224.24 520.805 Td
-/F3.0 11 Tf
-<2c> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-229.74 520.805 Td
-/F3.0 11 Tf
-<20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-235.24 520.805 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-240.74 520.805 Td
-/F3.0 11 Tf
-<446172696e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-268.24 520.805 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-273.74 520.805 Td
-/F3.0 11 Tf
-<29> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-279.24 520.805 Td
-/F3.0 11 Tf
-<29> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-284.74 520.805 Td
-/F3.0 11 Tf
-<3b> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-59.24 506.065 Td
-/F3.0 11 Tf
-<52656e64657254656d706c6174654f7574707574> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-169.24 506.065 Td
-/F3.0 11 Tf
-<20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-174.74 506.065 Td
-/F3.0 11 Tf
-<6f7574707574> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-207.74 506.065 Td
-/F3.0 11 Tf
-<20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-213.24 506.065 Td
-/F3.0 11 Tf
-<3d> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-218.74 506.065 Td
-/F3.0 11 Tf
-<20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.0 0.4 0.6 scn
-0.0 0.4 0.6 SCN
-
-BT
-224.24 506.065 Td
-/F3.0 11 Tf
-<6e6577> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-240.74 506.065 Td
-/F3.0 11 Tf
-<20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-246.24 506.065 Td
-/F3.0 11 Tf
-<52656e64657254656d706c617465416374696f6e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-356.24 506.065 Td
-/F3.0 11 Tf
-<2e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-361.74 506.065 Td
-/F3.0 11 Tf
-<65786563757465> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-400.24 506.065 Td
-/F3.0 11 Tf
-<28> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-405.74 506.065 Td
-/F3.0 11 Tf
-<696e707574> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-433.24 506.065 Td
-/F3.0 11 Tf
-<29> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-438.74 506.065 Td
-/F3.0 11 Tf
-<3b> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.0 0.46667 0.53333 scn
-0.0 0.46667 0.53333 SCN
-
-BT
-59.24 491.325 Td
-/F3.0 11 Tf
-<537472696e67> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-92.24 491.325 Td
-/F3.0 11 Tf
-<20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-97.74 491.325 Td
-/F3.0 11 Tf
-<726573756c74> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-130.74 491.325 Td
-/F3.0 11 Tf
-<20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-136.24 491.325 Td
-/F3.0 11 Tf
-<3d> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-141.74 491.325 Td
-/F3.0 11 Tf
-<20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-147.24 491.325 Td
-/F3.0 11 Tf
-<6f7574707574> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-180.24 491.325 Td
-/F3.0 11 Tf
-<2e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-185.74 491.325 Td
-/F3.0 11 Tf
-<676574526573756c74> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-235.24 491.325 Td
-/F3.0 11 Tf
-<28> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-240.74 491.325 Td
-/F3.0 11 Tf
-<29> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-246.24 491.325 Td
-/F3.0 11 Tf
-<3b> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-59.24 476.585 Td
-/F3.0 11 Tf
-<617373657274457175616c73> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-125.24 476.585 Td
-/F3.0 11 Tf
-<28> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-130.74 476.585 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-136.24 476.585 Td
-/F3.0 11 Tf
-<48656c6c6f2c20446172696e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-202.24 476.585 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-207.74 476.585 Td
-/F3.0 11 Tf
-<2c> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-213.24 476.585 Td
-/F3.0 11 Tf
-<20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-218.74 476.585 Td
-/F3.0 11 Tf
-<726573756c74> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-251.74 476.585 Td
-/F3.0 11 Tf
-<29> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-257.24 476.585 Td
-/F3.0 11 Tf
-<3b> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-48.24 434.656 Td
-/F2.0 10.5 Tf
-[<436f6e76656e69656e742046> 40.03906 <6f726d>] TJ
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-q
-0.96078 0.96078 0.96078 scn
-52.24 420.79 m
-543.04 420.79 l
-545.24914 420.79 547.04 418.99914 547.04 416.79 c
-547.04 358.57 l
-547.04 356.36086 545.24914 354.57 543.04 354.57 c
-52.24 354.57 l
-50.03086 354.57 48.24 356.36086 48.24 358.57 c
-48.24 416.79 l
-48.24 418.99914 50.03086 420.79 52.24 420.79 c
-h
-f
-0.8 0.8 0.8 SCN
-0.75 w
-52.24 420.79 m
-543.04 420.79 l
-545.24914 420.79 547.04 418.99914 547.04 416.79 c
-547.04 358.57 l
-547.04 356.36086 545.24914 354.57 543.04 354.57 c
-52.24 354.57 l
-50.03086 354.57 48.24 356.36086 48.24 358.57 c
-48.24 416.79 l
-48.24 418.99914 50.03086 420.79 52.24 420.79 c
-h
-S
-Q
-0.0 0.46667 0.53333 scn
-0.0 0.46667 0.53333 SCN
-
-BT
-59.24 397.965 Td
-/F3.0 11 Tf
-<537472696e67> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-92.24 397.965 Td
-/F3.0 11 Tf
-<20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-97.74 397.965 Td
-/F3.0 11 Tf
-<726573756c74> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-130.74 397.965 Td
-/F3.0 11 Tf
-<20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-136.24 397.965 Td
-/F3.0 11 Tf
-<3d> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-141.74 397.965 Td
-/F3.0 11 Tf
-<20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-147.24 397.965 Td
-/F3.0 11 Tf
-<52656e64657254656d706c617465416374696f6e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-257.24 397.965 Td
-/F3.0 11 Tf
-<2e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-262.74 397.965 Td
-/F3.0 11 Tf
-<72656e64657256656c6f63697479> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-339.74 397.965 Td
-/F3.0 11 Tf
-<28> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-345.24 397.965 Td
-/F3.0 11 Tf
-<696e707574> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-372.74 397.965 Td
-/F3.0 11 Tf
-<2c> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-378.24 397.965 Td
-/F3.0 11 Tf
-<20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.0 0.46667 0.53333 scn
-0.0 0.46667 0.53333 SCN
-
-BT
-383.74 397.965 Td
-/F3.0 11 Tf
-<4d6170> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-400.24 397.965 Td
-/F3.0 11 Tf
-<2e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-405.74 397.965 Td
-/F3.0 11 Tf
-<6f66> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-416.74 397.965 Td
-/F3.0 11 Tf
-<28> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-422.24 397.965 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-427.74 397.965 Td
-/F3.0 11 Tf
-<6e616d65> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-449.74 397.965 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-455.24 397.965 Td
-/F3.0 11 Tf
-<2c> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-460.74 397.965 Td
-/F3.0 11 Tf
-<20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-466.24 397.965 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-471.74 397.965 Td
-/F3.0 11 Tf
-<446172696e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-499.24 397.965 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-504.74 397.965 Td
-/F3.0 11 Tf
-<29> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-510.24 397.965 Td
-/F3.0 11 Tf
-<2c> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-515.74 397.965 Td
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-59.24 383.225 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-64.74 383.225 Td
-/F3.0 11 Tf
-<48656c6c6f2c20247b6e616d657d> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-141.74 383.225 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-147.24 383.225 Td
-/F3.0 11 Tf
-<29> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-152.74 383.225 Td
-/F3.0 11 Tf
-<3b> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-59.24 368.485 Td
-/F3.0 11 Tf
-<617373657274457175616c73> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-125.24 368.485 Td
-/F3.0 11 Tf
-<28> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-130.74 368.485 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-136.24 368.485 Td
-/F3.0 11 Tf
-<48656c6c6f2c20446172696e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.8 0.2 0.0 scn
-0.8 0.2 0.0 SCN
-
-BT
-202.24 368.485 Td
-/F3.0 11 Tf
-<22> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-207.74 368.485 Td
-/F3.0 11 Tf
-<2c> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-213.24 368.485 Td
-/F3.0 11 Tf
-<20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-218.74 368.485 Td
-/F3.0 11 Tf
-<726573756c74> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-251.74 368.485 Td
-/F3.0 11 Tf
-<29> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-257.24 368.485 Td
-/F3.0 11 Tf
-<3b> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-48.24 323.886 Td
-/F2.0 13 Tf
-[<52656e64657254> 29.78516 <656d706c617465496e707574>] TJ
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-56.8805 297.326 Td
-/F1.0 10.5 Tf
-<a5> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-1.58443 Tw
-
-BT
-66.24 297.326 Td
-ET
-
-
-0.0 Tw
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-1.58443 Tw
-
-BT
-66.24 297.326 Td
-/F3.0 10.5 Tf
-<636f6465> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-1.58443 Tw
-
-BT
-87.24 297.326 Td
-/F1.0 10.5 Tf
-<202d20> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-1.58443 Tw
-
-BT
-99.10287 297.326 Td
-/F2.0 10.5 Tf
-<537472696e672c205265717569726564> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-1.58443 Tw
-
-BT
-188.0788 297.326 Td
-/F1.0 10.5 Tf
-<202d20537472696e67206f662074656d706c61746520636f646520746f2062652072656e64657265642c20696e207468652074656d706c6174696e67206c616e6775616765> Tj
-ET
-
-
-0.0 Tw
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-BT
-66.24 281.546 Td
-ET
-
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-66.24 281.546 Td
-/F1.0 10.5 Tf
-[<7370656369666965642062> 20.01953 <792074686520>] TJ
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-BT
-147.10029 281.546 Td
-/F3.0 10.5 Tf
-<74797065> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-168.10029 281.546 Td
-/F1.0 10.5 Tf
-[<20706172> 20.01953 <616d657465722e>] TJ
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-56.8805 259.766 Td
-/F1.0 10.5 Tf
-<a5> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-BT
-66.24 259.766 Td
-ET
-
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-BT
-66.24 259.766 Td
-/F3.0 10.5 Tf
-<74797065> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-87.24 259.766 Td
-/F1.0 10.5 Tf
-<202d20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-95.934 259.766 Td
-/F2.0 10.5 Tf
-[<456e756d206f662056454c4f43495459> 80.07812 <2c205265717569726564>] TJ
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-251.97368 259.766 Td
-/F1.0 10.5 Tf
-<202d2053706563696669657320746865206c616e6775616765206f66207468652074656d706c61746520636f64652e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-56.8805 237.986 Td
-/F1.0 10.5 Tf
-<a5> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-BT
-66.24 237.986 Td
-ET
-
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-BT
-66.24 237.986 Td
-/F3.0 10.5 Tf
-<636f6e74657874> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-102.99 237.986 Td
-/F1.0 10.5 Tf
-<202d20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-111.684 237.986 Td
-/F2.0 10.5 Tf
-<4d6170206f6620537472696e6720> Tj
-/F2.1 10.5 Tf
-<2120> Tj
-/F2.0 10.5 Tf
-<4f626a656374> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-233.694 237.986 Td
-/F1.0 10.5 Tf
-<202d204461746120746f206265206d61646520617661696c61626c6520746f207468652074656d706c61746520647572696e672072656e646572696e672e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-48.24 203.486 Td
-/F2.0 13 Tf
-[<52656e64657254> 29.78516 <656d706c6174654f7574707574>] TJ
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
--0.5 Tc
-
-0.0 Tc
-
--0.5 Tc
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-56.8805 176.926 Td
-/F1.0 10.5 Tf
-<a5> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-
-0.0 Tc
-
-BT
-66.24 176.926 Td
-ET
-
-0.69412 0.12941 0.27451 scn
-0.69412 0.12941 0.27451 SCN
-
-BT
-66.24 176.926 Td
-/F3.0 10.5 Tf
-<726573756c74> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-97.74 176.926 Td
-/F1.0 10.5 Tf
-<202d20> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-106.434 176.926 Td
-/F2.0 10.5 Tf
-<537472696e67> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-138.8685 176.926 Td
-/F1.0 10.5 Tf
-<202d20526573756c74206f662072656e646572696e672074686520696e7075742074656d706c61746520616e6420636f6e746578742e> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-q
-0.93333 0.93333 0.93333 SCN
-0.5 w
-48.24 155.11 m
-547.04 155.11 l
-S
-Q
-q
-0.0 0.0 0.0 scn
-0.0 0.0 0.0 SCN
-1 w
-0 J
-0 j
-[] 0 d
-/Stamp1 Do
-0.2 0.2 0.2 scn
-0.2 0.2 0.2 SCN
-
-BT
-541.009 14.263 Td
-/F1.0 9 Tf
-<37> Tj
-ET
-
-0.0 0.0 0.0 SCN
-0.0 0.0 0.0 scn
-Q
-Q
-
-endstream
-endobj
-55 0 obj
-<< /Type /Page
-/Parent 3 0 R
-/MediaBox [0 0 595.28 841.89]
-/CropBox [0 0 595.28 841.89]
-/BleedBox [0 0 595.28 841.89]
-/TrimBox [0 0 595.28 841.89]
-/ArtBox [0 0 595.28 841.89]
-/Contents 54 0 R
-/Resources << /ProcSet [/PDF /Text /ImageB /ImageC /ImageI]
-/Font << /F2.0 17 0 R
-/F1.0 8 0 R
-/F4.0 24 0 R
-/F3.0 27 0 R
-/F2.1 29 0 R
->>
-/XObject << /Stamp1 87 0 R
->>
->>
-/Annots [58 0 R]
->>
-endobj
-56 0 obj
-[55 0 R /XYZ 0 841.89 null]
-endobj
-57 0 obj
-[55 0 R /XYZ 0 765.17 null]
-endobj
-58 0 obj
-<< /Border [0 0 0]
-/A << /Type /Action
-/S /URI
-/URI (https://velocity.apache.org/engine/1.7/user-guide.html)
->>
-/Subtype /Link
-/Rect [200.84038 694.28 240.35126 708.56]
-/Type /Annot
->>
-endobj
-59 0 obj
-[55 0 R /XYZ 0 665.75 null]
-endobj
-60 0 obj
-[55 0 R /XYZ 0 632.47 null]
-endobj
-61 0 obj
-[55 0 R /XYZ 0 450.67 null]
-endobj
-62 0 obj
-[55 0 R /XYZ 0 342.57 null]
-endobj
-63 0 obj
-[55 0 R /XYZ 0 222.17 null]
-endobj
-64 0 obj
-<< /Border [0 0 0]
-/Dest (_introduction)
-/Subtype /Link
-/Rect [48.24 748.79 111.702 763.07]
-/Type /Annot
->>
-endobj
-65 0 obj
-<< /Border [0 0 0]
-/Dest (_introduction)
-/Subtype /Link
-/Rect [541.1705 748.79 547.04 763.07]
-/Type /Annot
->>
-endobj
-66 0 obj
-<< /Border [0 0 0]
-/Dest (_meta_data)
-/Subtype /Link
-/Rect [48.24 730.31 99.144 744.59]
-/Type /Annot
->>
-endobj
-67 0 obj
-<< /Border [0 0 0]
-/Dest (_meta_data)
-/Subtype /Link
-/Rect [541.1705 730.31 547.04 744.59]
-/Type /Annot
->>
-endobj
-68 0 obj
-<< /Border [0 0 0]
-/Dest (_qqq_tables)
-/Subtype /Link
-/Rect [60.24 711.83 118.39126 726.11]
-/Type /Annot
->>
-endobj
-69 0 obj
-<< /Border [0 0 0]
-/Dest (_qqq_tables)
-/Subtype /Link
-/Rect [541.1705 711.83 547.04 726.11]
-/Type /Annot
->>
-endobj
-70 0 obj
-<< /Border [0 0 0]
-/Dest (_qqq_reports)
-/Subtype /Link
-/Rect [60.24 693.35 124.6995 707.63]
-/Type /Annot
->>
-endobj
-71 0 obj
-<< /Border [0 0 0]
-/Dest (_qqq_reports)
-/Subtype /Link
-/Rect [541.1705 693.35 547.04 707.63]
-/Type /Annot
->>
-endobj
-72 0 obj
-<< /Border [0 0 0]
-/Dest (_actions)
-/Subtype /Link
-/Rect [48.24 674.87 85.21029 689.15]
-/Type /Annot
->>
-endobj
-73 0 obj
-<< /Border [0 0 0]
-/Dest (_actions)
-/Subtype /Link
-/Rect [541.1705 674.87 547.04 689.15]
-/Type /Annot
->>
-endobj
-74 0 obj
-<< /Border [0 0 0]
-/Dest (_rendertemplateaction)
-/Subtype /Link
-/Rect [60.24 656.39 175.29055 670.67]
-/Type /Annot
->>
-endobj
-75 0 obj
-<< /Border [0 0 0]
-/Dest (_rendertemplateaction)
-/Subtype /Link
-/Rect [541.1705 656.39 547.04 670.67]
-/Type /Annot
->>
-endobj
-76 0 obj
-<< /Type /Outlines
-/Count 8
-/First 77 0 R
-/Last 83 0 R
->>
-endobj
-77 0 obj
-<< /Title <feff005100510051>
-/Parent 76 0 R
-/Count 0
-/Next 78 0 R
-/Dest [7 0 R /XYZ 0 841.89 null]
->>
-endobj
-78 0 obj
-<< /Title <feff005400610062006c00650020006f006600200043006f006e00740065006e00740073>
-/Parent 76 0 R
-/Count 0
-/Next 79 0 R
-/Prev 77 0 R
-/Dest [10 0 R /XYZ 0 841.89 null]
->>
-endobj
-79 0 obj
-<< /Title <feff0049006e00740072006f00640075006300740069006f006e>
-/Parent 76 0 R
-/Count 0
-/Next 80 0 R
-/Prev 78 0 R
-/Dest [15 0 R /XYZ 0 841.89 null]
->>
-endobj
-80 0 obj
-<< /Title <feff004d00650074006100200044006100740061>
-/Parent 76 0 R
-/Count 2
-/First 81 0 R
-/Last 82 0 R
-/Next 83 0 R
-/Prev 79 0 R
-/Dest [19 0 R /XYZ 0 841.89 null]
->>
-endobj
-81 0 obj
-<< /Title <feff0051005100510020005400610062006c00650073>
-/Parent 80 0 R
-/Count 0
-/Next 82 0 R
-/Dest [19 0 R /XYZ 0 765.17 null]
->>
-endobj
-82 0 obj
-<< /Title <feff0051005100510020005200650070006f007200740073>
-/Parent 80 0 R
-/Count 0
-/Prev 81 0 R
-/Dest [35 0 R /XYZ 0 429.13 null]
->>
-endobj
-83 0 obj
-<< /Title <feff0041006300740069006f006e0073>
-/Parent 76 0 R
-/Count 1
-/First 84 0 R
-/Last 84 0 R
-/Prev 80 0 R
-/Dest [55 0 R /XYZ 0 841.89 null]
->>
-endobj
-84 0 obj
-<< /Title <feff00520065006e00640065007200540065006d0070006c0061007400650041006300740069006f006e>
-/Parent 83 0 R
-/Count 0
-/Dest [55 0 R /XYZ 0 765.17 null]
->>
-endobj
-85 0 obj
-<< /Nums [0 << /P (i)
->> 1 << /P (ii)
->> 2 << /P (1)
->> 3 << /P (2)
->> 4 << /P (3)
->> 5 << /P (4)
->> 6 << /P (5)
->> 7 << /P (6)
->> 8 << /P (7)
->>]
->>
-endobj
-86 0 obj
-[15 0 R /XYZ 0 841.89 null]
-endobj
-87 0 obj
-<< /Type /XObject
-/Subtype /Form
-/BBox [0 0 595.28 841.89]
-/Length 165
->>
-stream
-q
-/DeviceRGB cs
-0.0 0.0 0.0 scn
-/DeviceRGB CS
-0.0 0.0 0.0 SCN
-1 w
-0 J
-0 j
-[] 0 d
-q
-/DeviceRGB CS
-0.86667 0.86667 0.86667 SCN
-0.25 w
-48.24 30.0 m
-547.04 30.0 l
-S
-Q
-Q
-
-endstream
-endobj
-88 0 obj
-<< /Type /XObject
-/Subtype /Form
-/BBox [0 0 595.28 841.89]
-/Length 165
->>
-stream
-q
-/DeviceRGB cs
-0.0 0.0 0.0 scn
-/DeviceRGB CS
-0.0 0.0 0.0 SCN
-1 w
-0 J
-0 j
-[] 0 d
-q
-/DeviceRGB CS
-0.86667 0.86667 0.86667 SCN
-0.25 w
-48.24 30.0 m
-547.04 30.0 l
-S
-Q
-Q
-
-endstream
-endobj
-89 0 obj
-<< /Length1 15680
-/Length 9627
-/Filter [/FlateDecode]
->>
-stream
-x��{xSǕ�̽W�-[��eKW������Oٖ��o˲1Ʋ-?�/,�`
��	!-��%$!�M���#$�v���4�~Y�C۴�%l�M�Ґ���l�f$�4ݕ}�9s��o�9s�̕�0B(�E,�ml5f��A���19�ܻ�C�yh�ۧ�骡���$��'������b��$c��D�AEY�?xhtv��!�	���a�c��x�M�r���e�������F<�w�
-��wH%�e����G�;&���C�V
u~�1�<4����
o@��k���/*|�ݓS����
-������u�����V�$E��Y_��oĺ��O<r�M�U)b���������'��$6*i姜R��+(��h-uAW2S��+�� �I��*��9�_0�	1��cn�dT��X�,�G׼��;�k�jE�&��� #yV4�\�W�/bv!3<�p��\�p���6�v�5�Ԣ�p������}�fDW�9�%� ���s�~��)�I�
M�D�#w���o��>A)� �h0�C� K�~c}
-W5��|�r�dɑ�9�����'�+Pޅ��#h�(��NQ~%��^FV���\E:�c�GR�Lj�N�@n?�r���|���3d�d��b^CQ�V�w~���,�Q$���"Nd�rE��Y�b�q�*5�I�h�t�)�i�z�є�i�����[�_PXT�̓�?%��t�\���������֖�Ɔ
�u�5�U���RKIqQaA���ܜ��ѠOO�%i��:F.
	
-�J�"�e0J�*{ywR��K����.8��XA�u�@�\���{)�����k8-^N�'�Q�>��x�{V������P>l:y��hy-sI��z�1�Vލ{�
-w��Ṋ^+ȻX.�;���B`���N&/��bLLrE�ICȰnV[�p75�+�J��S�^���	�S�nq�[BE�#::�_H{�Kᨯ7-x@pt�ݬ�αssܲ4w�`u���]���N��4"��ei���!�[�
��� ��𧛫)E�
�"�JP��\��W���9.-���pa�Bp��dh5١ץŷ)ݕ�u��{�q�o��-u���v7���@��A����:�<M�jF�P�T�!?tɂ�����l��yԧ|
Y�i�n�����oQ��������X���>��5B���ý��i1���J��"d�zc'��
U���%�Z����)��\8��~�}�I	$�"���!r*��^���������i^ӷ��+,��*.�����&�R�¤[.�-ٓ��i��.�nny�6\_/���JF�+�o�������X�0X�Nh���̋]���3�,�i%�����*���nu�rV� oWjܖN�)؝��)A�)
4
E�f���u�B]s�=���@�qڊ5b��+��-�Jy;�d;�1|%��B��%Z)\�`J%n]V�۱��
�;��pZ}|��J���^y�_��TANy�Rө�~��4󾁡������j!j�
1�D�C�����)�nK��̍��Zħj�]�V�V(Ԅ4��e�+Ӕ+�뮢��j���3?'�Z�p�'
�7"�nɓ)i� #T:�M�g���]�X����焚�9��^H�!��V�$cE�:\�V�O��WvA��6_��G[��o�.�?�f��LyoY�Dh���þB��"��B$�@EJ��oZ�K[9J���KQ��Oè�㥅�i�8/�Bi�V�C����}�����$>��@#���X(��0#v
-�2w�PF�%�^⥋	]����>}�\x��=왥r�@MX�ڑ�n�	���
-w���;f^[D�0�>�%�i�ݽ��,��E�iZhoZ�a��޻�K���p,��e��w�à��q0�Q� �'w�����u.0H�#K�&AW�bQd=MXr8x���^�v�j�Š�?KK���	_�:\,�Hh~�+p݂�C,^c@r4<�,��E���������7����,�>
-�j��,ᬏ�������4��b��?�E���S�}��{�˳
�����aO��f�����'��`ѓ�ON>��I.}?�^9�{��[��1�cj�1���G��蕣ܑ���~���ţ"Rg�3
��i�t�Ul,�i_���p�j1�xu_Z|���``H��it2�
���
��l���HsD�`s?����bYK�"��d�ؚllI{c�������EMm��1luU�:�
-��U8άl�2+�e8�=��T;�B�φ]cJ®��
-c'��*��8���(,—��Z���.Ia�4mt�G��Vr�4w�ŏ�Q{�F�����0*��sg��ݽ�u�
(XHa/��/D��N��5�F?صٕ��i�姸�\�[B�暞
�陙�q�3�.�y9A�W��f����E~���+��\i1H,G
-81\��ь���Y*W���B��Դ��{�'��7~���O�
}J�64�f�C���>��m�C>W�o�Oi�8:�;��pX�3��s]CCK���3��M�s�*�~|�6�Y����'�)�a�0-�)��׊:�~W��Ɗ��`�?��'����1,
�աI����Iԁ���!z�F[Q*�QJE翃���k�%t�GmA�|���
-HK?�O�Db��k��fNs_�#g�b�X!�����nfB"�X�.3�S��-��
-�:w��fR���K���D��Qr�I���3��_�_�?�?b̃�3�/�(�����sy�4w^$e�zE���8A�'>+�RR-9%y_���J/����>0=��A	A}A����
-�v�G!1!�|�z���/���N�3��ß�*�+YDK8ٲ'��Y��,�ȴ�f��Z02��]������f�k�?6�������S7�E���yь�k�!�6@*&Za`�쬈b��eqm�e���w����y���nK$sp�g�^����k�|���ټn������*YM>YYF��b"r&K��Y�+��~��@A� ��R*���Y���ύ7��\��t^���kTV��2>�K4q�H��Y.;+ǜ�b����=�Ξ�����
����u�ҝíJ�](W*�q)��h}9���`���"��Q��q�$uo�g��ƉD(7��!�0��``���2�((�1Vi仓���P>;Y�C�9��
��U�hӜm�,f�e����3.�f��+.��J]��H��W�T���x(�P$���&.�Ԑ�.ʐFk��[n���Ձ6"{d�V�3d$�
`
���&����(j�:�6��4{���I
-��8�Z&��u�Ɯʎ��Ť4;��;N���f�=r�ӳ/65W���:�m>�Oe��
-mf�xQ�ڬ+p֦dt>@uu��M�
<�`2S������F�JN��3h���e�{�l��֙�̘�ւJ�� �:��8þ�*�ֶ�@H�08����������ѕ��@w�Hmʰ�e����,a%���ن����2.21�a���Ú�-n�W�l,Ӓ����ݰ6b�����GC'Q�A�f�Y�a��"�7ۣ�'(��'\8������aE�$V�����w����Q�Qc�kc��7��g���	S�1�R�ቡ�۶x��:�^�Q�D��tVа�x��u�i���������
�e��@��
�I�=.�zfc��T��43u̞XR�.�4 4�w4�h�IC¥��5�ϊ�Ԋ@OqPT�����w��
-k�[��sy���`�p�m*��	[̮@��U9/A,n��V
KNvVs�䩠uE��='��l{ad�=������w����4m�L��&ז�(]�@Ѹk�h�s�sM����}�o��}��o`��:�:��3/��!����Q�]8�Ф)N�z���[��&:���B��`MB"5
-����.��x8<��T><��
-�>@7*t��9�
ָ��U.[S?�v�S`]�Mh�&�����53��=���vGD�|�v��8�������y"��Pp��%O��f�b}U0���e%��j,�0z�u��u$~�4��.!]�\xϸ+@�r�ϖI"��"�ß�2�(�2�l!���۷C��u��d����6>[��F���E
`�&
2�_LS�X��K��7�hx��0i�ۧ�nʩ�n5x�=_-����JCQB,��1����	��]?{�kG�:�~�� W]1ܐ!
�ߴ����t��7���ۅ��j��i{C� _����Y��a=���^���A�$բ
-�X�e�⑧��JSiҺ�˧�4����V粗�ʢ�G�N=��hj{�+�τ�M�Vn�3��p���߽�o*IJR���F��Q�x����z����Dk��
-����T�L�P�����~�݅�+��:�ח��w�����~��������JE8��|>�a��?����v�
��YV�vy�Y5�/n�4
-
��eTbE�[Co_�M(2(��I�r�i��9��'b� �{N��r��g4tzN�	���
���0.�-�,[��
��L���A鄽���&Qӂ{�����_�	Ð$����x�-�Ǹǘ
-jh]]���t����W��M�P�W2'��"Aɴ-�P��<���3-{����}n\�
�03��y��05С�| (8�@�[!:Ηu���O=r*;�]E�B-:�l�R�rz���'xf���>Y��ma�1�J�����֠���JS�9���U�T�����d�i��T��"1�9~[�ʰ��n��ZY�	,�(Ɠ6���u�	b�n٥��s�~g�-@iN�*���h����`�Ǹ�w薮��/��_w���h�;���.�Yv|�!)(��g�7��C���Za3���M�.8�ҽ�K�◙��/���Ѯ�3�?�����N��ӟ�i�����SS���������i����=xg�V�K/aŏ�n�����'n�����'n�����B�X����t���l�_/�r�oX��J���������H�zsl��m:���{�ĩ����m𜥋�9��8� و�˓B���,�ND7D���G�{�l�?��l.�؛�{�3��չ������o�9ܞ؛6���a���<�7�����#�KjU؏ww����v�>9��W*���e+<|�:
-�%_Y�[f�Fs<���ni��&W���<]Ti+���;-��
-#��M;�Z\5��>�g��=����U_JH��.�+��h��2�끧��6T����깧��ٮ͏��w�qt?�gα�l�$�u;;��eU=��<�n���޲�+g��<[M�V�9�H�}nsf��U_Vn�Tc�ٲ�6Օ'j[��Om�%�.ŗ{$[�D����tCI��d�2u�X_���`3�GvyR��'�.�un���o�k\
k�����˝��Q��x����+c�y���}�)^Ci�{~ 7O���U.�����M�3��q����
-)&��Tw�4�b�
-�#U8���$?MZ$�̠�2(�d~��X\ ��N���'��4��j�֩���c��Sc@F3d}C_��=��Zg�em�`�8�v	]s��S�p=(�x�Gy]�P6������:����g�������bgU�C3��Ԥ��w�;��y���ʀ��G^�Vo�Xg�M���K��u8�wsr�ҳbN(�f�j
-[L�Uٵ�(mہ��?��%���i�Y��]m/���w�n*�^-��ˑ�zc]��d�������=0�	"A���ny�Yл� *$�s)�dĘ�x���4:�����̖\OA�V�RY��ٺ�(.�������cMeɧ��	j�yˣ��T��X�_~�pd=3�������/���0��;g�=����]�!(?Ǘ�2����WT���òg�ҽ1\W�U�ٚ��7?.���;��<z��3>��.�1�*�d+զ�^<��_4�'�	�y�/��]��*Y^e�6���6'���7��o�Q\0Q���b�4��������Y��h;���4m-u�6���m�Aus�XG�rԯ������s���^MM��O���׿��eo���DS8A,�Г-`
� P�FŮ���Ԯ �˘�v�ą��7�j�`�Ƥl����X�>"t]z�
��7_k~�7��|�W�c5N(���l��s�1��8qR���0��IL�C��
�ZG��oP�,�D�̸�D�����y��i�\�N_�
Qg��ð�s�0�/@����z3IY|\Z|����P�W:�X@$��s��#粹�����>O�Ê%KG��޷%K�V�^sI���]��Ѿu�b
��E�]�b@.��'�UĦ��a�M�*U�T���L0*߽�Y[��{�~�~jU�Y���-���u��'�ꢌ���̂�^6:�p�a�H[�2���Ӵ撤�:�3+�#���9u�.^�	I������ƘŁ1���u*��м���xΩÅ]��Uj���35������X_VPdLH�N%��ݎ�7��ڲ�9�"!4,���}h���Q>��
on��7���+��:H䬊o2��{
[������}��@�)&5b�31ٶb˦"a�����bU�o'F<�|�����j��cW�����޼γ�`�!h�j��m1rͫ�Z� ���<���pΏIUGF�Sc֥�t3d�@�����QdI4���U�Dx��� �c�_��`�(�a�Qb��֎�O��Ԅ��
-�ķ#�i11idl���jo�%G9y�;)\��^��al��rZ�JwM��&�oZ��a90�,{�B��j�L{�I
-�N�a�I�
�0�Wlb�z���lA)�V\:��7�Za��?�u���q�6/Uf�
l��dL/��=,��7��ɱ�_)��k^CY��\d�X�qߌ��]�����.ۻ��R�O���K��j�vSf׆�H������p�����hsK��#'zE�|c^�
-Wf�Pӝ]_��N��<��猶�bO�
-BN���%���>�y���y������:e _�ؙѼ��
�%�����ܜ�����
-�w��0���p�+^�V������rs½��ϟ��B��|�
[��Ue��bt����|��O�Sq��S��μ25uޕ��:O�SB\���"�����r>y<���k�y}Mr��-�5R�w��]
-�xP��ݰ�Y��x���t�!2%1^�c}n<]&nU꛾$���r撅*a.������ޑ`�:֯�0./<m% ��םI�W���h,L�J3<r��MR�̵��i�v�8�Έ�d�7��ٞ�9�~����W�Q�v�P·�9�pA���@yjQ�urLa��2&�ՑRҶ~�;���\$4T�9:E{]ZU��W����醼���&Y�R~��3�ݒ֞�^ٰ�nR��QY�Źm�U���jg�r神�O�Pվ1lpk�t]b��crensNJ.��S��̨HI�5e�Bi���r�&Ie�H�+��I/Lԭ7����,M;��
�n�&󼨒���B֪��R%���Ŭ��Q���!�91
���3��!-�{�l�K�]����v��9ߢ�F�gF�@����\-���f�+c�*�q��"��Cԫk��l~����hB��Zlu����>�3�Ӑ6�:%��wb���h��DS��Z|�T��~H
-���b�~W�tDc���yF�,'H[\$�
-�['�$��xu����rk~c}�����{�&g9�K��d�	ў݉mu�Q����9����ϟg���^<B��rb��IQ`u��S�2{�`e�\$HVJ��+B��XU��
-���̗Z�>���B㯕E�A�����p�X$��
��Y�Ӷ��ƚ�����
-Δ�������Xm��L�)�sNk﨏��hl�2[)~�w�W��W`f�	��c$��U_�`^>�ˣ�\��(1����c��߱^ߜ�\��K��9x$@�_!��Dj�23U��x��%#���u��DDZ�����R<�x�f�l֠hu:��`>A�av*sn���y6[�,*X��_zJ(�����0�-�O��"�I�չ�V���/&G��O-��[�6F�Y���I��I����Q�8H{0|H��z��L�񭕩��ѣ6v�����Bksu�~_�ߏ'�3{pF{���}k��kQ`�R�Q)	����i񼝜�Q169+[8?g(�=���)R�S�Xh����v3�8�|_�6SH����MM�����Na>h��P�*��ڶU�T���sf��z�}���][�m���g�~%���A���ou�P�����a��J޷����"�^��q�����o���0���@��-�(Y|ex6��"��|e1
-G._Y��C��)Ћ�r���|�@d@��+A�_�/	V��!��1��X�a@�9�c�0�|e��̼�̠P6�WfQ>��9$g���Ű���YY�L)Je���P2������X_9s�}�`TȽ�+�0ǹ�}�P�%y�|brvjdhx��4ed�UC�N�f�������-��ŷ8]Ω��
C�����lq͌:�6L�OL�NB�1������y�K6�kdb��0�r�}9��4Ҹ�5�����c�9���O��r� ��V�kdh�os:Ƭ�i?<2>
P}t��7�/1x����0<==�o4�w�}�!:��b�8�6�qE�;epM��L�
�ʉ�i�ubp�>ǔ��at��9�1g��S����o���'��^�z/C:���wa#�驑��
��q>����iM��J[kZ��������6�����������ol���5m5�
P��K:���k:�
8S�s�����'��������V���X��	�L\������~~�1>4��YL:��F\d"`��
���ȴc�և&�;�Ɖ�f'f���f��c�~;���F&�]�Ȩabj��XY����D�h
-���FӈG���N&���u��	�4��a�����Z�z�h�	O'���
�l���p��G� �B3��
�
�:N�f
�w�1h�q��H���܍f�%��Tfa�����HpM�P:�xSh+�&@ƽf��H��i��!�"�ڠ怾V�OS,�TƴOk��	�G} ����U��}�
�&���Q܈�?�Z��
�N��N�5�$O@���֌�,���B��FgC�\I�����f�A
-Ѵs�����8�2�(P+��S�V�l=<��$ׯ�����@����}NS��T�>|^�zO�u�J��
-e��:�Pj�̲�Ó�K��[���TA�6��U�T+�QC�޶J��P'<렅��N@������LQOpQ�Stc@%�{Y'���^y���*��h�~��'O��8]��Q�$E8Fu鷈˧�
����\�JXn'~���_Z]�@��f|���u�������IJ�4r(�Qx�9A;�|���l�����SN�!��(r"�YYZ�b!SR�D�EI�M&��:уtot%���
�)�Ave���S
6�[��ZoM�<���<�����F�
��
�2��
�����Tj���1�����"׉�
-endstream
-endobj
-90 0 obj
-<< /Type /FontDescriptor
-/FontName /3b6d06+NotoSerif
-/FontFile2 89 0 R
-/FontBBox [-212 -250 1246 1047]
-/Flags 6
-/StemV 0
-/ItalicAngle 0
-/Ascent 1068
-/Descent -292
-/CapHeight 1462
-/XHeight 1098
->>
-endobj
-91 0 obj
-<< /Length 1278
-/Filter [/FlateDecode]
->>
-stream
-x�e��n�F�ὮB�tHs&
�@�n��
u{
stԒ +�}���ik��/��y�_�!}������t�~�]�s�����n����V�����yg쾝���+���|����������<.�������÷��}���v)�����[���e���O����/��_��������q����9_ɯ}ഏOm��t������_����LL���v͵�������LJ1w����9�)e���6=n?�[i(�JKiU:J��Sz��2���Qe�L*�E�J��̔Ye�,*+eU�(��N�U�-у�k�5x������5��F^���k�y
^#��k�5x������5��F^���k�y
^#��k�x�������Z�V^���k�Zy-^+��k�x�������Z�V^���k�Zy-^+����ux������u�:�N^�����:y^'����ux������u�:�N^�����:y^'�����x��������z�^^�����zy=^/�����x��������z�^^�����zy=^/o��
x��
o�7�
��Aހ7��y� o��
x��
o�7�
��Aހ7��y� o��x��o�7���j�����o��$�JI�$�$*I$IT�H��$�$QI"I��D�D%�$�JI�$�$*I$IT�D��$�$III��$�$u>�M�&�Iބ7ɛ�&y�$o›�Mx��	o�7�M�&�Iބ7ɛ�&y�U�o�a�[5�j�oS�or��4ۂ�sޮ>,x��/x;����Â�31���x;��
-���J���J��특���x��x��x��+�!Êw��B�x�b�x��+ށ
�r�;��2��k��J�Y�e�Y��7+|��
x�oS��7+[ƛețךyޢoV��浖-㭌���"���R�W�*��4Xq��C�^J�[(��^�1�»�y]���k�}�YM-xe#��e���_y+�h܊7k�:��/����Z�5�dU��l�uz5n��[��eB��&Si|y�(�%q&%+S%�*A����BijPU�6\�h,�(�+L���,��4G�5�<���cD�[˧��*t�[
jj�aij��I��xʪw�g�F��w�ض��R�>���s�h�>�:�O�VR�����P*#��i|e0�U��,�*o��U���/���*[��U��,��N����m�l�x�:�&\}M����)���L2��\%CH�F7�է��ʻB�L���)�j�ƻJ1:%�H߯:=S��۳z�r�m���k���O������媳��7���
-endstream
-endobj
-92 0 obj
-[259 500 408 500 500 500 500 500 346 346 500 500 250 310 250 500 500 559 559 559 559 559 559 559 500 500 286 286 500 500 500 500 500 705 653 613 727 623 589 500 792 367 356 500 623 937 763 742 604 742 655 543 612 716 674 500 500 500 500 500 500 500 500 500 500 562 613 492 613 535 369 538 634 319 299 584 310 944 645 577 613 613 471 451 352 634 579 861 578 564 511 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 361 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 857 259 500 500 500 500 500 500 500 500 500 500 250 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500]
-endobj
-93 0 obj
-<< /Length1 13676
-/Length 8635
-/Filter [/FlateDecode]
->>
-stream
-x��z	|[Օ���=-�I�[��'=K�-k�e[�W�k�}M�#ْ�IJ[����IH K)4��)e�9�B�3�e�ߴL�04������)������sޓ��&��������޹�{���s���B!���#yںl��T�� �ǁ�	x��D�B�8��]!z�a�ahP����@�>�*B��yg��>����&w��"�I�!��~��t_��}w�80$r�tgB9s<���|Q-���W&�#�/=�����p�{�4�w��7B����}�����!W4�
�:yB���P��:pj߿"$z0#v�X<�߶��m��?�x!b�o>^p�}��7y��Ed���� +D�^�Nxl�Y�ϗ�-��s��^v�cG�#	��q%%�M��"�LQ2�P�x����D��hL "^HP<� �
�QC[[��;�Ax��cuT3�k	�^G�$d��4�
"����H��^?��g�]�J�OQ	Y�u��P��IT�߄v�Ա�� F +�-"� �S�C��<�PN�����D�Aq1ķ����Z�s���E��� ���<��P6�>� +��
-��⿽��3#%�L��Q�&��h��^k]@@�޺b&���8B�(!1	�%���\��%z�������uz&�`4ee�s-V�_����U�������hokݼ���������������(/+-)v��mVKn��h�d�:m�L*'%Ƌ�>�"	�r�L��=a��46Z�2��w
���U�^&L{81z�d5H�n���JV�Jb	]��-�����2����13@�?���M�B"t:hA�S�]t{hw�~�����}�:��/��Q<��@�����U�9��r�.H��v&
n�/����v�u�
KnS8�qqU��S�ׅ�Jz���������,A�s���y�ä�Γ�����Rs8�q����E*���e\��ҹ�O˭.q�g�0�������o��7H��X��;?_����y�����-a���`a���./��:\t ,����`�;[�)[�Ä�����]�Z'X�i��j�s�Mu:v�G.W�a(��w�G�4V_@�6�@��5����{ؚ�+5��=x���>L�|�l|��?�u#	'}��1��R��6��Ҁ��7A�yF0�Z�"�m2/�
-I�D_���4�.a@
��͸=��]㩠����Q�w���]@T{c>r/�m���
M�8��m�tX�Ԯ�������Ě�euaX$c��6���vϳ���zr?x�������%�X��B
����
�XQ1ht���F�Z���r��W����b����A	���)@�q��D]wK�ұ��8:Z����
j�~uT
�gXh����A	0�z ��rx�!�p�eú����j�"
0�ٴ��ɱ�uJyl��5�h�E�Sר�
袗%��j:�1��h\�"
�5�G����=��*����
f�W���cc��y$f�?1�v�+�1�	�z��3\oV�5n��+�7T7�T��B��k�U��"@.��i;`�ܮ�����&�<��_���v��U�����ZpKw�%_��u,T�C][�_����Pw�u�ځ�L����u��,�e��-��:� ���/U#����8W�����0�LDy�
<*ʫ�x�^JC�w�>�?���{�G
-4��0f*�L�&�	a�
�3�,���WE�|�/���
-lɽ{^�f��j�5�ƀ��P��gn�'8/���������w�}p��Gp�1�ֶ/����e,YƑ���Ҿ��%R�t|����k� �۱��LJ�D�$�'�b�KB=8
����;��2���n�`����p|
��M@{>�xІ�7�Ցp�+5F(�nU��)��-<�
D���&��Vd����N}��W	oEuVϧhYk�h�G��C|ñ�s��n�Od�gq������?]������+E��o���tP�2����7�ӫ�1��»��]�crY[�����/�x1��o_���¥�H��’���'.�r�zV���מ��'�>
��'�<A���\9CơӸ���WN������^>MV��WNc�4n;��$Qu��ɧN�/��r�h?�_=��N%�f%^��pjOZʲV@-k����+c��H�h�h�(I��*��~��}��W|o�x)�������}�G$)���������dcFݒnO�t��n^�Cݣp�{�X�#q�{`�Ճ����)�u1Q%�"�HL�>��Q	���/��]fs�e�2,Ղ��a|(l�b��[��CaԳek��8v�f���!9x2Z�>6K��~ $
-T;0;;2srͮP�(�D\!4whnnh�B��T��?�lfIx��bf3�C����̳ss�Tطː���C��x�x��ߵR�H��#�̞��<#�(�����zlB����ϻ>��N��-�n�c#��*E�DQ����63ع�
1�]�����q�|x�t�o��x��f$_���K�ǡ��\�,�H*�v��ԧ����e|5�5���^" (� 
-�O��o	�"v�����0��\޹<��9�8u
-���At�W��+x��C�?�!��{��P��v�T���;��%�����]0-[��G���]!Q�������S��I�'4'�OLHd�� �7
�"�d��H�IuN��I6�|q�ؽ���b�8�7d4��=��
�$BPXIX�‚"G�/����RgQ*t&����o�����.�v	m�hR����lw�]Q]���])9*	G����NFo%�,���ªV[+�L�Eu�Ve�H�U6k�Q*5V���C��)��Y
�
��5��ȮUF˨�l��[e�"� 	�e��u���J‰uXC��6LZIS) u��˄R�J�ܻ��4���$�o�4�b�)7հ4�.��$	����J�\��V'��O⟅���d�Q ��+�Ro4�KtI�@\�F�f���_g6��ej�[[3#���%�J��CVT(Y?�5�\Fe�(.i��0�BM�(N�x���6���6���"?��xi�[iJ�J3L�n�gb���!��\�Z:�p��q[I����n�j]���dQr�ֻZ���@\zA.�V�#=~��=���֖`c�^M���~�4���������!�k@
�:,�P��2W]�}���m�t�$)��\�|�߲����B�TW�T�V{vd��=����U�m���b�W�c٫S��|c�]��w::�|�ԩ��lb}����M���>����+�R$�$@JY6������}mi�WiL�H2��^��s8�G"�]���xzG�ɳ�_}7��;�y��Ɂ�ȧ�c�ܨ�;�+�
�K}
-�B���rC�)�Ɋ��rQ����)<�����
-c�D�nT�R;��E���W�{�^eN��y( L��"�[�7y���A{P�Ov���WTK���)F$j��|��+M�R�[�E�eGLET�HG����/�M ��{�X#E�"nB_Z��U�9�ƺ-�����^���M�ި��=���oZ9:�CX�]�.(���ȀVP*��ND���	n?�X��n�E�PPE�sZ�3#�gq�^8պk��nJ�|��w�Rŭq��ҥT-S��+׫�oW�k�"ז���F@$����ZC��g�2Ɏ"�_����sm��/b�a�q�0����dݬ8j�79OƩ�o���=q��G����V�|{s����ޒ�y�$2r$�&7g&D�5�o�ݸ���%L���2ꃛ���&C��
��%�>������������f޳S
p�$%�导��������1o��c��m��C��<��Ļ_��竓0��=���ٱ�_"�����=����{'������qs�z���h�4�q �ɕԻ�'�;_��ɒ��pk��=��G\KC����i�e���5����#���҄��i�|�ӑ
-c������L��gIJ�J&+���Rs��w�w;t'���W4����?o����};��,�{�~��W"_�3����0�Ɏ*`�ݰ��	Z�r,ɬ�p��Jz��XD��^��c���W�U^^A��n��X��Clm�RA�6l+IK/���kc�[/u�;T#��Ve���K�#��e���-;[Z'��h�W,@5ú�����
�1g�5�5���])�"c�r�f���4�U���sz���qr�i��˓;��(�Vm�Rt�e7;����'Nm3�>����s4���*�?0`їw�
-:�U��wL��2��d)��dVZU摞�T{�ռ��)ǼelO�ȗw�r�e���͆���bc&�[H3&������F�9k�)�J���n���S���Ƿ�&� 3���c��}�"���Ks�m�
-���/�&G��:��~�l�|���������c��}��5�9G��:���M������pL/�K�oe����k�2�3�$�qc����
L�1L�X�hW��J6e%�L�R>��H�B�*���$�2�bqnH��LJ�_�mW"Re�7�8
�b�AHyͰ����D��@#��Rd��ae��.]Z�v��xu�J�Ϝ�����*]�KWq񣰰�W�N=K���ݓf�S"�j:[�&�g*+R���r��NEb��F��T�9���N��i�f�A\��%LN��*T�7k|��}�?Z*����ɤ�J�Җ�/-�*~������)JBUlQ�P+`�J����W#e���$��y
�5������68ԃ���K�B:q�H���&�nGQb�]/�<`N֗�zJ]s}����g�*���7����I]i7q����^�Rܞ�4t�,}�S��c�Y)Y]{{�򴀿��[���
-�d��n�K"�`C�����Q�Y�86[�E`j�s���2��2EJIdORFq�Z�[���H�J�=�}q�(BU��e2{g��"���ձ���
���F1���d���h�m�;r
'9��n��������^�b���
�
�ֲ&�|&�p�me����x�y�C���<6Z�,kO�8L0��}�wl*INK�z��J�����,ѕ�YtUvM���l��7�-�R�����l���W�ʆjne�[���Q:��*p�px�Z
��t[�p�$EY��S����s��#�w��ʓ(
-�$V[�����'y2Y^G���"�i+ֈO�������䩷�����%��\�&ng�C%�\ܹb3���Q��ڌ*�	Q�P���o�iH�f
-�d�^?'�*�����u�?�^��v�K��#Յ[���N�����ε��k�����Ճ'~�hS�=��;屲6��綕g�>�Օ|�ob�+{,��q�u��
��M�ɢp�3.]�{rr��V��}�TSFZ�R�U��2���˪���n�vz�H�]D���J�u�!��ѥ��.�DTDF��C]h�E8�#_]k�xORQ�W��0M���e�{�l�y\�Vĥ@��a;@�Lҕ�$*��RS�<S-��Ҏx�^+LT�͟���ZO^��~(�(G���eY6;��4��J��M�!��=�.�������PX�/ʂ&&銲��tI��L&��IBe��ɸ�
O�$�Ut��6��5�Y�������-����B�RR�>Zy�5�*9[�H�s{:��5��
-����J��j�YrG�����D��/RP.B)�����[*�j[����gdثC�M=�Of�:��g�E����J�b��8399�xq�s�Tv�Z��lt�D�B�+�ؕr�uii#&��|��vf'��iT�r��F8T���/��2��N����q
�i6n�s�]o��*���{�hf��:���/�X��0O�1��T{֥�ظSט�$Hz��AP
�;���<�(��
-k+ί�7��F�����M:S�-bU��X�֓���Q��#J���m=R�Y�ռ����AW6�W��\�c�����ȕv6(��5������Ej��8\��r�S�_:B1��T��H��ϫEZwk�}�ӆdmS�V{۽}V��@Ϗ�4m���2(0|�ڱzCA�lUd�� �����J�Xz��RW��c+��zN�G�H��3����(��"��������c������p�8��
@c��!�%�
� ����o<jPE~�Ӟ�n�b,����MKJ�����á�ޝ�
-";r=򋆇x밪��k'�KJ����<�tN}���jȉ���=�ySn;�h41
-�g�3a.�l�ld�
��$��!N
�Y����΢�/��ͅŌ䱩ڲ�%.�
�+:���=r~���,�֮�;��ӧ��h�Y����hD�ȕ����s�Y�������,��Ճ�
-�[+6E9?�;��1�G\�&�1��-jv��
����ґǷ;�;��+�}�2%��+l��RlX2������,���3q�Y�Wʔ��������K���D�37.��q��p���oM<1A,)	5�����`lN�Z�z⭥n>S����ܓ�"��nk��C��)M���DJa,��D�R;�iqj�O[�VeO��xNu�"����65�ř�rF#�����x�Nh�������VM�v�n�KM+�6v��T������No�UX�iU�ݮ�.k��yYfu�#�B_=�`T���B�%-��k����,]��q7���6ZW`�g�V��kz�
^3���������)��6P*r:���AA<��DK�M�E��֜�kǵU��0?�X�H���0Y,�m޳�8>Q��=9�t��ި_
-ao�P��>%��3�˥��$W�E�m��j��%�B�_g�[�,�Ԭ"
_�g�k���0	�^�߳�	�����-���F|�R�n��8T�@�C�
̫g/�q�
G��rġ�Ζ봚�ȵ�Ǒp|�ɡ'��j
���i/9YL%Z�2�-�]��,��er�Zaz��4�4rO̓���"�DzI�>�ű����Q�KǺ>c�*&~�ɐ�r0�#�3���w�>/.Q��E_�N�o�4�z�$��?���ȟ�U�\
��WWV��7��%�?N��JU-�k3���eFlV�K�@S���ijK��N:'U0�]����\�r6
������k���z̥y6�m�(n�� [��#�;+1�����o'kl�|ݛ�bk3��B�{�m����R7��dCq^����צ&0�H�6�MU�OR��GV$��,/�KH�͚�/���L ���7b'n.*�EB�HPdk��i�c�]����X`~b�;�$R����:�Q�:}큜)���ڌ�$���͐Y��;�?���x]Z�x�F��$��I�d�A�(�%
-	"!)�|�����9�Ĕ�G��7GG�L5���,�� d�y�Z��&6��C��*�Y.w�B��N�q6��V8���Ѷrr��JQ�@*��$ң�M��-F�P���|$Gw�h
���B�/��8$C��h����x����_kj�)F'���IHE�$�b3��\��HF
-c4��dz�&��̌�Ґ�1��RɃ1Z2O�h8y��'Fǡ,*!F�� U��Q%��!
�S���3<Q�NB���ӻg&��Ct�=/�n�&�t�Ԉ�����;٪Y��?����Y[�� �埙�
N�6����� ��ML�����Jl(��gf'�St��^���Y	N��*?1K{�Ќ��xgv��ѵ�>��:��?;16Ew��
�7��'�B;���������/*a�x(4]j��y��1�3�H0`�l ���Ěs��9�D�{ ��BtWp4t�w�ώarb�?5}�M��3th�Ow5m�ۦ�SQ�MQ�\��Y����&fC3�s0$�S����n��ӵ5]M]�t_Swc[O7�W��Y������:麶VWSwS[+����
���ՕK�'���kz�?;Kg����k�.���ң��Hf��#�#��wjl�;����&fف���|0��D���c�]��)�]��s3�h��>3�?̎�LL�f�����̘��~�CA4�v�4���8
-!v�v�����A�O"?��`�����!�M‡F���f���~е�>�l��!�i8���>Fa7��>��S\�n@�@^�7
�1([ྜྷzUǟ���x��e{�aLVYњVn/�!��B?�a�^��v{�e��/����Z�E�
%/�u�3�a�t�b6\/��h4���h����i�r
-�L)�w���XA��Ȭ�5�6(�A�����z��axs���{77����|��k�ha-�_��$�G�<�E;�9�}��ьs�]`�M�n�z�Z�y�:
���]�qV�� �q�aÀ*����z�]�߻�f���������5�x���/��l�rrsmۀCÜl��k���Ѻzn浢
x�@
+�����uf��]`�.f9�3�8�e-�U���Mv��F�u>��ڌp�d}����7'����8[�xd6f?_��
n,�L�U���.������
�9�\St���
-�n������4�Ǭ�Ix�c�z��=w-����]vn�$FR��2�
�	e�Y2t٠6���.��DŰ�*��Aw�Ej�>6�O�P;�8���@���~���
�vfBD,/#�S��Q
-endstream
-endobj
-94 0 obj
-<< /Type /FontDescriptor
-/FontName /7efbb4+NotoSerif-Bold
-/FontFile2 93 0 R
-/FontBBox [-212 -250 1306 1058]
-/Flags 6
-/StemV 0
-/ItalicAngle 0
-/Ascent 1068
-/Descent -292
-/CapHeight 1462
-/XHeight 1098
->>
-endobj
-95 0 obj
-<< /Length 1278
-/Filter [/FlateDecode]
->>
-stream
-x�e��n�F�ὮB�tHs&
�@�n��
u{
stԒ +�}���ik��/��y�_�!}������t�~�]�s�����n����V�����yg쾝���+���|����������<.�������÷��}���v)�����[���e���O����/��_��������q����9_ɯ}ഏOm��t������_����LL���v͵�������LJ1w����9�)e���6=n?�[i(�JKiU:J��Sz��2���Qe�L*�E�J��̔Ye�,*+eU�(��N�U�-у�k�5x������5��F^���k�y
^#��k�5x������5��F^���k�y
^#��k�x�������Z�V^���k�Zy-^+��k�x�������Z�V^���k�Zy-^+����ux������u�:�N^�����:y^'����ux������u�:�N^�����:y^'�����x��������z�^^�����zy=^/�����x��������z�^^�����zy=^/o��
x��
o�7�
��Aހ7��y� o��
x��
o�7�
��Aހ7��y� o��x��o�7���j�����o��$�JI�$�$*I$IT�H��$�$QI"I��D�D%�$�JI�$�$*I$IT�D��$�$III��$�$u>�M�&�Iބ7ɛ�&y�$o›�Mx��	o�7�M�&�Iބ7ɛ�&y�U�o�a�[5�j�oS�or��4ۂ�sޮ>,x��/x;����Â�31���x;��
-���J���J��특���x��x��x��+�!Êw��B�x�b�x��+ށ
�r�;��2��k��J�Y�e�Y��7+|��
x�oS��7+[ƛețךyޢoV��浖-㭌���"���R�W�*��4Xq��C�^J�[(��^�1�»�y]���k�}�YM-xe#��e���_y+�h܊7k�:��/����Z�5�dU��l�uz5n��[��eB��&Si|y�(�%q&%+S%�*A����BijPU�6\�h,�(�+L���,��4G�5�<���cD�[˧��*t�[
jj�aij��I��xʪw�g�F��w�ض��R�>���s�h�>�:�O�VR�����P*#��i|e0�U��,�*o��U���/���*[��U��,��N����m�l�x�:�&\}M����)���L2��\%CH�F7�է��ʻB�L���)�j�ƻJ1:%�H߯:=S��۳z�r�m���k���O������媳��7���
-endstream
-endobj
-96 0 obj
-[259 600 600 600 600 600 600 600 600 600 600 600 293 600 293 600 600 600 600 600 600 600 600 600 600 600 304 600 600 600 600 600 600 752 671 667 767 652 621 600 600 400 600 733 653 952 600 787 638 787 707 585 652 747 698 600 600 692 600 600 600 600 600 600 600 599 648 526 648 570 407 560 600 352 345 636 352 985 666 612 645 647 522 487 404 666 605 855 645 579 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600]
-endobj
-97 0 obj
-<< /Length1 5204
-/Length 3541
-/Filter [/FlateDecode]
->>
-stream
-x��W{pSי?�ʖm��-��Ȇ#]�@_뉍
�؎m�K�m�ْ%��dXR�����l���lH�MK۹��4�-Y&�)�N�i2)��I&3�I����0ٙX�w�����^����}��{��!��@Ǒ�u���=�+�pf'b���'^C�녹��m(t#T���/[L�b����oɼ ����U@B�]�/E-�ϕ_;�C+�<�����>�fÄ��5`7¸1�<��s�+0��'����89���qo��xoG]��1��c���A0���D:#���S���`R��W
���+���>W��*�Q9��C9�%oً�V�'ܗ��!�
�K���waT�?aH?Z6�E�CM�}-��]��XY�zV��G�s�%\)4��� �a=!ȉ:(�Y͠�v�\EZ������uA+�f�6��zhy�1/W�oh�y>�A�
m.�S��Z�m������U�I��
)4�?~N�O� �'9*�&����)-+�@�}U�J�����[�A�
�7 ��bD��)n�C|"�׊r�w������E�4�El 7�2�Q�;]�>ާ5�2C����1�Vt��b���jy�a����4 �]��֧�b��+��1��x���i�(7���O�u��̌FDSdx��M9L��HG�Q,1�����CDY� OĂ�!�y����Pb�F��i�l�F���;�F��Ry��Sf mb�~�K�c|��xI`^��r��2�&Y�X���gI�g�x
-.:A��3H�S�,m�Q��jȍ,�
�����oZ&Vi�ɍ�q�xw�5Z��Yh���$;���TAR��QT�e���h��~$�,�x��އ#��J�}��m(�g�D2���\��p9����|]�{S�	/}���<x��h��|d���^�:ޱ�s�Hĺ`�}[j���x��^ǫ���S,����^���!*��T. �� k3^���#�zv\1wi�C���O#�D#(�΢o���=܌'q?�_�"�d
��{��W�5��L!3�\�E��7d7d�`�ja?o���ƅ
k��V�X�x-.���u��ʢ���
��S���,�6��ky��"�xn���'����oFk���E���Bu��	���Oܗ;�O��W�����IX] ��$������օO�`�M�W�±������oJ��oዔ_����4_jv����͕�kװO1��=�K�ZCO�����b�۬�JU�u-Uv����:��n|p��[�3#���Δ��[r���'r����}*�%_
_J���5_�Wi�[7o&��;�����b�k�
P�TN�>J��x
o��U�7���uk��Es��[+��̵�wW����W��o��"TvurE�ٮ��LX�
��c�J^�^���&�����mo�=/k��<Sm��ɽv�Z��{����{�̹���=�ѭ,7��[H��R�k6`�ń����)�r���'76lKwVnlmI��&r��rvm��rk�3r���goɽ��L��k�w{1[W��[��
"W��R�!���*�1�,���i�<����pxڼYo^tG��Qn^o5y�,щw�p��־��mix:���Ö��Y= �1oӪ�9�<>ϝ\9ʝ���u�|`�P�k�UY�T�I����=�[�[ckf�\�ʗÛ#\�ʭ(zh��AKLfQ~�J�|�B:��4C�e��z�`X^8"{�t��~���w�'��}�ױ[�����iV��u�����-Xʴͮd��9������;t�~�m`��b�@��MG�������-M��$w�lշ�S�n������Z��rZ�5]�"��__J��F����`���h�₿;B�_ީ9v64��])�d��
x�_'ok~������Kw1RV��r�:�8�?��@'J�������{��PQ��,���>��̎�<T[~���
46l����g����?��[��u���kg���Yi%G�c�����x��8�8T�V5YL���/n��9�������r�[��MF�>������3�d���#����V�)a�jR
.V�,mr~G��a�6�[s�\<��v.���*��d<��,�58�qҊPZ���fQ�}����'�������Qɦ^W�kbFll<u�Խ�q���$���J�Sh�)��j@��A��6�A�]��B��(��*"��溺7��g�U�|V�������|���B�f�P�;�joi��O7
-�.�[kMn���
-y�1�Q�js�B�kVT���f�\u��p����KF㒑�>��u�8�Ͻ6zst�&�n���۠[��,��_��"UK'�o�~��ҵ���t_+�}k����rwTs?%G�w?;��پW는��/-�q�_�jwCnh��|��#0�A���G���u3.��7-
g�]�6S�076�gz���]�+�!�m#i,�v��q�Ik���2�����]NXy|�um��m���b����o�V�.����o��0�F1���6�tN
����5��4pŹ�MCA��{�ޢ=*�I�!��H?4pV��u�Cָ�����
-u��Q�L΅�����-�*�F>������<�˺.Osp}o��2��t
�O��B�ǹ7Oˡ^�y��C'�t9z�3 �����4��6��4���yZ�\��y��p�y��s�<]���P�.���1�
-l�Q�ۑHJEB�L��Fb�;����ɘkt�o����xO"�O�3��T(H�&�t�Cb�@d9c��h5R�<��LS�H"N�M���߼�6o��ǒ��4H�A"��$;��؜qL�M�t nZJz‘4�3���`������T�D&��H,�	H2��E����R�8��$�r:h ����
��3���r&H"9ɄI"���r����bd��
 	�l0ڱX0��G���p<x�D<�n�.2�69���Kt�n��Ԡg`t�C��]�����g%�!�B��g�f
��=P@�p� h��ݏF�~�An�ǐFC��=y~;�A�^@:
��S�d�&�$p�%�C��ZJ⛑n	Vh���C��v&A3�Ҡ�`��̆��,�D׉��*
-Ҁ���.
�	x`dBK �
�̐2��8�hi�,� ؠs&���(HƠeX4Шo1����Z8~�/�f�K�wAث�@ZJS9*`��V� �a�P{T� ��@ь=N0I��CX�����GT7��
2Mj;��$td��9�9����͆
�AV)�����R�L¨��ft��q(_�PTr�a�n�q�����Ipq��·���@��Z-�������j�pf�.
-����8�G8-��	v�J�x�d�V����9���pL����<),�6.��N�� ,
-'�0�	6�O=�"��3�ge���v��0`����aaq�v�lp&�݀�+�	{��!������S���וp���?�؉�T�m�]���֏c�YC�7dkr�E���`uq��rz
-endstream
-endobj
-98 0 obj
-<< /Type /FontDescriptor
-/FontName /885b39+mplus1mn-bold
-/FontFile2 97 0 R
-/FontBBox [0 -275 1000 1042]
-/Flags 4
-/StemV 0
-/ItalicAngle 0
-/Ascent 860
-/Descent -140
-/CapHeight 860
-/XHeight 0
->>
-endobj
-99 0 obj
-<< /Length 1278
-/Filter [/FlateDecode]
->>
-stream
-x�e��n�F�ὮB�tHs&
�@�n��
u{
stԒ +�}���ik��/��y�_�!}������t�~�]�s�����n����V�����yg쾝���+���|����������<.�������÷��}���v)�����[���e���O����/��_��������q����9_ɯ}ഏOm��t������_����LL���v͵�������LJ1w����9�)e���6=n?�[i(�JKiU:J��Sz��2���Qe�L*�E�J��̔Ye�,*+eU�(��N�U�-у�k�5x������5��F^���k�y
^#��k�5x������5��F^���k�y
^#��k�x�������Z�V^���k�Zy-^+��k�x�������Z�V^���k�Zy-^+����ux������u�:�N^�����:y^'����ux������u�:�N^�����:y^'�����x��������z�^^�����zy=^/�����x��������z�^^�����zy=^/o��
x��
o�7�
��Aހ7��y� o��
x��
o�7�
��Aހ7��y� o��x��o�7���j�����o��$�JI�$�$*I$IT�H��$�$QI"I��D�D%�$�JI�$�$*I$IT�D��$�$III��$�$u>�M�&�Iބ7ɛ�&y�$o›�Mx��	o�7�M�&�Iބ7ɛ�&y�U�o�a�[5�j�oS�or��4ۂ�sޮ>,x��/x;����Â�31���x;��
-���J���J��특���x��x��x��+�!Êw��B�x�b�x��+ށ
�r�;��2��k��J�Y�e�Y��7+|��
x�oS��7+[ƛețךyޢoV��浖-㭌���"���R�W�*��4Xq��C�^J�[(��^�1�»�y]���k�}�YM-xe#��e���_y+�h܊7k�:��/����Z�5�dU��l�uz5n��[��eB��&Si|y�(�%q&%+S%�*A����BijPU�6\�h,�(�+L���,��4G�5�<���cD�[˧��*t�[
jj�aij��I��xʪw�g�F��w�ض��R�>���s�h�>�:�O�VR�����P*#��i|e0�U��,�*o��U���/���*[��U��,��N����m�l�x�:�&\}M����)���L2��\%CH�F7�է��ʻB�L���)�j�ƻJ1:%�H߯:=S��۳z�r�m���k���O������媳��7���
-endstream
-endobj
-100 0 obj
-[500 364 364 364 364 364 364 364 364 364 364 364 500 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 500 364 500 364 364 500 364 364 500 364 500 364 364 364 364 364 364 500 364 364 364 500 500 500 500 500 500 364 364 500 364 364 364 364 364 364 364 500 500 500 500 500 500 364 364 500 364 364 500 500 500 500 500 364 500 500 500 500 364 500 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364]
-endobj
-101 0 obj
-<< /Length1 8256
-/Length 5624
-/Filter [/FlateDecode]
->>
-stream
-x��9XSW���@�@(/<(
	I@ @�Mb�/�@A�%U�vڪ�U����v�N�k���v�����δ���s���s�n�u�����l�q���s�{ ;?��k���{�9�_�<�0B(�F
-���5�d��� �0��?����!�)���or$-�!�qX�����0��wr|v(!�&ԃ��V�H�R�"��{}�o���
=d
��2�c�v�3#��G?��ƯA3��{��yXS����#ޭ�x���zs���k/O-�N���dPU�z��ݰ~q|�?�c���y�=+��v����S��T|3��6����Qf�G1�K���T~D��}af�5ԅ?�Q�����d3Nԅ%؉�%�����pX�&�
-�R��G��#Hdx!a���QSǡ
-ġ���� �
-3�
-n~#=�
-�$4'�Th�C�	m�1�Z>�Rhnh���L��%h���1]��4m�
Z/�\�K�)�O�]-[�˖ǵ�R��7�t�ro��s
]*�K^��oZ ��u�����r�1KJ�P�����5�"�+U��"�C����j��:0obҒ��)�R�8}:��i��^�"ǘ�F?�H(0�-V[*^YRZf/��tTU����7�������'��!��pu�7w�_�R�t�u�����;!����F�V(*'7D�NwG
ߩ�
)�CI\��աUt�Œt���o��m�/;�
�c&���ɼ>������:;�^�qqOWnHi|)��ܾ���2*�Kl�b~Jm��p����#��2y�p!Efυ��!���O{9
-%�����l�F��"I���X=P�4r��q��\~H����qu|�w����$o1���i�n���Os�<c�S�
-���щP��`O4�Tv#I�O�nL�`SH�&˦gh1F��!3�gk�>�;;��@
�4�M7L�^�A�B��P,5Cȭ��@�_`�v�w���'�[�p��Tm�>~Z�\�ɯ���xU�
-�;/Ƣ~Ğ���>�|H�;��ü4_��89���qs��Z�O��3�`��\�x��>��!���%���|��Z#��u��sh���3��Ah�KȔjr��6خ��
-@'���z�AD"�����pIV�R�&
��!/��D���+܊͊'�����E�e�U�
�{+�~������������φ_�R���V�O)/(�(?T~��T��.�êS����ԋ��Ju�z������fD$=���y�!��&ˬ��8�7�$'f������QDIxج���2���4E��N�e�@����p��t�ؚT�Ӫt�ŐeIH��aK��l1�u�,�N��VKav	��,��"���� ;s������������*|�K]�h�]沷��
�5�Z�bSW�B<������:�%�A��(%�d��[M	Ze����=2����⣿�^S��f�=1	.8����q?�v?C�f�}��[4��݄�.P<h���%L
���
�
-�"�<����qlB"�������U��p���Whc�C��E�E�*ގc
Yf�EF&�3�+
�c��Ft�޿���fVޮ]�5�';(��J|70�,z�N�ʪ*��^�G	�5��W9v������o���|�1~C�Ѐ�ȭoD
-fKA�A�1��4�L�DM��H��'�M�h�x�6���ڔ�d���ĥUEE�?_Z^TD�dx����'C�fn��?�b����?���pã���SYlf
�%?��������T�,g@���M	ԝ����G�b��Rh��&��������G��)�]�2{��[�mk��jVvr�s�!^�|�vd|CB��U5��zKъ]4�����,����M:��O�e��*>^��B2����Uԕ8J�/M�:���/����HjCf��T���
:4
�� �"�#H#8]�MH�C�����=�R�����b�����Jz}����b_YA�c��V��^L�Y�:2����x�3�W=�D�6��u��zIb��o�QU�7U�\��å�lw����E�l<$1�(�h���L`*}��Zh�s������Jus���hӆ�E�����͏~Qtt��~ZO�6
�[_�0>���V�"�x�8�K[�nŏ;&n�#� �s��S�<�b]g^ݺ��5�!��
���e�p]�.Ӓ�ϋ/�F�Q��W�U��/�3�����9�z]84����q��`4+���x�dZ*V#)5�U��ii��b$0!�%���x��d�����߅�[<Vq��O��ߗ�Mг
-ih~�1m.�O���������p�{�WCeiN
-����t�~Yf]�Ty�*�5��H�䶖�B{��M"7Hqm>����!��8�5�l:ɠ@>�r�-j�:c5�oݹ'X^L�O�=.�,�~�?_��OZzF[�
t")%*-�O&�R4�i��ҹ|�:����W[UU�����C��H��w~L��!��
�}Qm��:^c��5zݙO?��Z���B����rn����
���=�����$ }RAϙ�
-����������Mp}P�l���Ic�ghv���v椡��0���m}����3�/x��|&ɦ1×g߃7=��.rK|gxX|
-pX.��		9XX���	�)\15� ����6�xpc�}'����؅���[���M�� ��\h��c�X��S����ߢ5=x�Y
nF�2�$o���;kE<|��9pπx01������Y@�A�@<��c�
-�HZ�c G��6�\<IZ�H�+{���^��!O�����0���/S'ƨV�ϼ�
-���r��\D��F����I6��*��zS$��-g��ҕ�o�|�}�//���9-�?}?;��^ܳw�x���:�1�	�~�3�S1W��\��	�e{���awMcNJJ����6���'״�[ۛ#�ˑ.I�
�w ��\g�}�b�<"��(����"�C���\��>}��D׵���x &Эez��E
-��4�g��,ɋ�B�/��/+o/��������x8'�$��.!�7+�f״�����RL��wn�+h&N�iY�� *����>����<��i�	��֭��kYUK�+��	�/��v��SVl\�֛�2J�A,ݒ�=ɡ�}?�r<9 � ��̗� ��ݵ����y��SXTlv-���̽��
-�������зų21~f����{]dz�N���Q����6�1%'�'�rR���`'�.�'�Y|c��!4E���_,�!�(_a��<�v�s�o��b��A
�u��ٳ��I���EEr�;C� ��L)k�ȩ�B]O����І�ԭ�|��(nv��un��Ue����5��T.�W�6+K�
-�1�?��u�9aޟ�:ɟ���Ձ�uu��<o�{SQfF~i9;�p*���vϡ���c�H�}N���<�IJ��4ϟp�hk����-E%�ST��͊��@ �r�c�qt����{t�2M6
�JY̟��j�a��E�ʏ�y���u�c���1�C{���Rw�9Z�A�8������)dzӪ2�T�a5��Fǻ>_w'�kEo��^_H����qH���n�ˁg��*�9�ӣ�2L�^��jo�3f��ȧ�r�����EU�c��l�؈_��q�Bފ��O��6Y��X���Z�tn����\������<D��騺[1�E�c۵b�����?K�]���}tG�;��>�TѼ�l��7//J)�u��-��G<�+֔$ŋ���W�� ��!��z�R�-6�wp�g_0@�3��;TH�$0ȥ��fDX�g�KGc�W����w��*Q%���=rO,��\�Pݱ��d���q��{������¸��Z�k�����T9�n�O���6Ӈ���h�rk��Jֈ�s��%K,M⸜��=G��,�k��������.sEA:�8��+ǁ��d�NR]�W�E!�e��W����O�ZwXI�.��]�p�������>b��
������ĕ��m.���vv��^!�퇘C�&�Rw?qx������Ci�g��gt�-�&
�s�&W���]N�}�ݾ��u��ݩ3~�Z����0
-�S�<�$��S�6�� q�ib3~�$�X
'�w)�/|��_�=b0�2X����kq��V�t7vw654�w�9CLJ�Agj���e�,�[Y]��L�O:GOO}aA��~a1��ܹT!?'��q�|n��]|�aqբ�6��~I�uFC�r����^F���2�	<Q�	��}�$�h��˰��~)�CF�t�k����>,1�RM��[��HêJ"��T�zW�;ۇO���>~QtÞw�-�g��z)��۰��Ѯ
dC�ѣ�z]�F���ux�������HM�2�)���m��6�d�(>1�r�h>O
.��:�zK��wa������p�����x�H1w�xmΤuo*$-mB	ց���ܻ)@V6��U���z����&'�b�ͩih2��ٸ�h����u-�%�%�c-uVC���j$�&��K|p�'�0ϐ�І�&�\\��i)�$l���:��#%�$����eX
��28�e8E�52����/Ñ�~�C�����"%Ȱ��(P�a��#�xJ�1�¯�0A���2��_�p�"�2�R/Ñ�����b��Ǣ��9|
���5 ۿ��0��D�)Ο��ƷM
����9�PP�5�p�-͞V��ni�����`d����NԎ�k�&��)O�Vr�"&sna.�/ʹ�'&��F��<�j����6�/gd|xjs'$b�`p|e~>��ʓyc��Ѽ
���$Gg8�O�����@p�wŸǵ���>n�?124�����w��Ǹ�I��뇓9﨏�
M'����~n(h����Ǧ��Șoh`��BF���	�=2���o�ȣc���8O}C+S��T��P]SͥW��8�[��oi�pk*���fOg����
-��q�
M��:�(N؏�#ҏ�
-P1@M(���5#j؅�0jD5��#��H�np�A4���h��Q�I�	��3�y@�C+�)K;�2�\Tm��B�v�0�&A�1���Ѳ�/�=gY	���� ���
Y�I���Fyh`x`��p�8��xxQy'aeV���a'��@}���(r@��6��?�P�6+^F_�
�*Ǥ�##@��(L�(���
2��
n�IC�Q�-
-D5�`<�09�c�Q��4��Dt�_������|�V�p�a�e��(�����6<�50���NK~��j�j�I��U^O�~
@t���ƕ��
OJ��/���B�Z�Q���῅��1�>��U��x�@�0!�
-3o	?���N�a��p�_�!�Fl��~N8�]z�j�F6?*lp/�ʆ=�_0��Q�y�_���Շ�6�S� G@X�M@� �: lҷ�v�Vڄn�R-�
-�e��τ�~c��2����~��B
m$T[1�K5PI�C%����.�*�4`�Gp�P��r���52�
�Bd���"���9��jQ3j#�[�h
S����Q���kP�u���C��m6;����zX�
-endstream
-endobj
-102 0 obj
-<< /Type /FontDescriptor
-/FontName /be376d+mplus1mn-regular
-/FontFile2 101 0 R
-/FontBBox [0 -270 1000 1025]
-/Flags 4
-/StemV 0
-/ItalicAngle 0
-/Ascent 860
-/Descent -140
-/CapHeight 860
-/XHeight 0
->>
-endobj
-103 0 obj
-<< /Length 1278
-/Filter [/FlateDecode]
->>
-stream
-x�e��n�F�ὮB�tHs&
�@�n��
u{
stԒ +�}���ik��/��y�_�!}������t�~�]�s�����n����V�����yg쾝���+���|����������<.�������÷��}���v)�����[���e���O����/��_��������q����9_ɯ}ഏOm��t������_����LL���v͵�������LJ1w����9�)e���6=n?�[i(�JKiU:J��Sz��2���Qe�L*�E�J��̔Ye�,*+eU�(��N�U�-у�k�5x������5��F^���k�y
^#��k�5x������5��F^���k�y
^#��k�x�������Z�V^���k�Zy-^+��k�x�������Z�V^���k�Zy-^+����ux������u�:�N^�����:y^'����ux������u�:�N^�����:y^'�����x��������z�^^�����zy=^/�����x��������z�^^�����zy=^/o��
x��
o�7�
��Aހ7��y� o��
x��
o�7�
��Aހ7��y� o��x��o�7���j�����o��$�JI�$�$*I$IT�H��$�$QI"I��D�D%�$�JI�$�$*I$IT�D��$�$III��$�$u>�M�&�Iބ7ɛ�&y�$o›�Mx��	o�7�M�&�Iބ7ɛ�&y�U�o�a�[5�j�oS�or��4ۂ�sޮ>,x��/x;����Â�31���x;��
-���J���J��특���x��x��x��+�!Êw��B�x�b�x��+ށ
�r�;��2��k��J�Y�e�Y��7+|��
x�oS��7+[ƛețךyޢoV��浖-㭌���"���R�W�*��4Xq��C�^J�[(��^�1�»�y]���k�}�YM-xe#��e���_y+�h܊7k�:��/����Z�5�dU��l�uz5n��[��eB��&Si|y�(�%q&%+S%�*A����BijPU�6\�h,�(�+L���,��4G�5�<���cD�[˧��*t�[
jj�aij��I��xʪw�g�F��w�ض��R�>���s�h�>�:�O�VR�����P*#��i|e0�U��,�*o��U���/���*[��U��,��N����m�l�x�:�&\}M����)���L2��\%CH�F7�է��ʻB�L���)�j�ƻJ1:%�H߯:=S��۳z�r�m���k���O������媳��7���
-endstream
-endobj
-104 0 obj
-[500 364 500 364 500 500 364 500 500 500 364 364 500 500 500 500 500 500 364 500 364 500 364 364 500 500 500 500 500 500 500 364 364 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 364 500 364 364 364 364 364 500 364 500 500 500 500 500 500 500 500 500 364 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 364 500 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364 364]
-endobj
-105 0 obj
-<< /Length1 6560
-/Length 3565
-/Filter [/FlateDecode]
->>
-stream
-x��W}pSWv?�=}�S2� ��x�@�!��ٖdI�d@���G��X������L����1$�Mg�H�ۙ�R������Τ����fa�N�?�8ӖLƉQϽz26k�m���=�{����{�9�>�jaD����w,�G$�hd<%g�[��;l��ϫ4�7�&@��p4�������#����q9�3���[h_����������s�	E�
-���O�J P�ДA߻�ߕH����ZG��~"3.C���ϐ���ײ�J.�1�i9���uK%�m@šl&�>�y�珠�3�S������r;�8l����OW���9k�#����}�K6�Ҵ;�Lg��k

J�Y���{����,���9"Ÿ�
~F�m�3hZDJ@�`x$�%`|�؉��Q�b�?�,��hCi�'W��PP�zW�PYf8��b&���	�,B�#��I|�E�����}�<�P0�|���	_������v?���o=���C/����ho۳��y�����X_g���TUVX�&�A�y$o�j-��"���3^����"�]���W��5]�{J�U�t�j킮�6ꑨ��[���H�+n)L���~�ӆ�� �p��4&�T#�Ѽ�Oč��*{�^���
�*���BJ�#e�Ȟc����9
,5lZMl��Qmx$�q��p{�O���\�ܥf����%M����k�[��`��HkuT�ʯ�4QFۂ�)~�յj{%����iĕ+Z���h������<O�$���&��#��H?]��:bj�=Fz1���W��B� /g�$j�
-s�Յ�3�!�Z(���]�^k�H����6��҄f/MȈ���x���u��%L�s�p��_Zp�2��H��S��.gkX"Lr�,�d���d�<"a5���fh�E%����͌�~z��B�i���RaS=�s]�Q��I�[0-h��w
-3)�8S�yixh�	Z�6�#�a~<�'���'�
mo��[K��4�	����3�ωrK�t��iN)��K=��day��7�ʹ�^
�pt+��q�������o[�����	��4�:��R��u�A���^܃-�B(Ӛ"�(��
��+�.�RH	�M����Cs��4�7�K#gB/�A�̝���)d/����Y�-4$��0*��^$��.�5s��
��Q��{�h�ء��ah{�Gq�z�_��ȶ^oٛ��觷��;JW{��b�O�V���HlƧb���{#�*
I��Ts
���XzxE�d���u
���$���L��j_�\���l�Sb_YLi�_`�%�!`�u�|�b�~ܐ���]�.��-H�P��;���u6�& ���6|���I��Ȝ�\��	}`�?ً���z#=�](}@���C���i׷���R8?�@�c�2F`|A(a�2& f(a.���Ԙ���C��>�'
-�0��Ѐ��шt� �#��Z����J�a�q�/�&��qg����z��5��fw3�ä���^�&�͈lB�&�����	Å�[�4��ؖ������A�H���V$��W�֕��h]��"�_!݇p��m|�m�P9��XQVAR�c��8V�)+p�
-��_�*�q3��ЄM@{bF�1�(r��>9r����8�������W�����&�XYg�6y�5�߭86����b�s�ܒyH��\���$��N1Y�Y���-��`��e�B�������Ud;:���}�G�	d��H���O���b��u;r{�������n���o�ߟmNl�"��ݺ{��c�sM����s�'��;H��yg��z#sc�X
�������%��.�gE�,Y�%t�]?w]8~���w��w�/^��������e����‡�K����s��MfC�Ʉ�܉/����}1Wl8&b�rG �G�F?�7wn
-q
\�U��D�z��9�=5sJ���@600n�:��5h��+H�\M|�z�*�.Z��b��&,�
w�L1�rm.�omX0��<��F.j�~ֻF�h��ϼ�#����]�=;��p��hQ��`��s
����j+��yȗ�<�@��:�M��<�'g�R�)������H�ԒZk+��a�:ٚ���v���Q[`��¤q�����V�	�W
��{iM���D�_]���������u}��w��&�m0c?<~�=�)z�-2�*�r���6B3��F��’�ka^|s�v�Ū_�y�l)��5��8�ާQS��eq+�3����^0��Mv�_�>�/��/�ݸ�
-W�7,�Nr��Kç��n�'½�w�c�6~��[�]��_��J�E"����s�vO�}u;!L���8�|"a�W�y`:+ޅdZvw6l�b2K�;^0N9�?}��t��#_I—�7n������k[�2uB�+�@%r%Z�iv·u�V8��F�&M�	���:mF��:mA|N�+�>��J���*|�[V�r��Z�k���t-l��osCrg���4�zѢ���#n�i��.�6��bB���(��N�Q�:m���I�+`��Z�+��A���c�r��e�[��n+u����7���%�	�ط���d�
-���;h��e�<U�J��̨�Wr�XOf"�R&�Q�������t���'
-�i<ŞRr�d&M�w�;$G��|��ip��U�d�d�*���wh&�6�ߘs�V��x�9�U�&�i��q%JǦ�r����rGBU�G��.t��d㙔3��NT�8׈S�9W�Gk4�	$0do&�R&�^�s
-[�Dr\I�q��tT�Q5�P��$�*��ɒB}���tcg�d^�%�&q55�4����>�N�������i_�(���GG�>����ޡA�/�D�K��t�7�n�J��Q�lN��i&G���D��ʯ(ώ��2����x2��r:>)�qY%�J��B�~�(�?�Te����y%�f��L��$z²����r��dV�w��\�9�=	���,LA���@�)��cO���'@A·�}�-�nD&p]��sN�QA_籏�� Z��(�9��� ?�җpLs�FP��%�#ߎm#t���,=ű<�l&�k���Zc��q��TԔ�F�1��;�e���s���?[����2Ǣ
- '��{�ǒ�>T=���Fa}�
<G�yVu��B*���.�����c͠�yu���R[������<b��{���e���U^+�Y��L+�u��q�4�El��HGy�j\׏�=���5����u��h��Y��D��w�F���|ʼ߉�����G���n���q��c�Aߍ�e�A�}��C�P<�C������%����A�8���|+U);9ν�����1��:R���w;1�7�+�e��$�m���c���2?��L�j���x.�������O񵰓�D���yn�^=]S�M�&��J�U�-���y�cĬ�Y���M���G9��I�Nįb�mt��R)�r�����&e
�X�
X���
-endstream
-endobj
-106 0 obj
-<< /Type /FontDescriptor
-/FontName /adefa7+NotoSerif-Bold
-/FontFile2 105 0 R
-/FontBBox [-212 -250 1306 1058]
-/Flags 6
-/StemV 0
-/ItalicAngle 0
-/Ascent 1068
-/Descent -292
-/CapHeight 1462
-/XHeight 1098
->>
-endobj
-107 0 obj
-<< /Length 226
-/Filter [/FlateDecode]
->>
-stream
-x�]��j� ��>���E� B�^r���
���Шs��wt�-�0�������y��/�NX���
-ni/a�%D6Hp�֛�ݮ&3N�tl�1�J1�A�V�
�'�f|`��8,!.p��L��=�\1VLkp�iыɯfE�;���P�31�GF�]�069ܲ�XL\�)!��^3��%�����)LI�:=M�(;u��~x�e�R(R?C��R���K���nGo�
-endstream
-endobj
-108 0 obj
-[259 1000 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600]
-endobj
-109 0 obj
-<< /Length1 6532
-/Length 3675
-/Filter [/FlateDecode]
->>
-stream
-x��9l[�y߽GR���-)�GG�H�KI�-ű]զ$�MG�Hڤ��|4��=�v6/�:�c5Y5՞,��A1,O��)��%���:-؊a�2�X�E��e��~�6�
�g�xw�������@=́�Ѡ��om�o
H
-���9DhB��n��ը6��C�m9�P"������/�O���IY�A>��yԯKN_H���t�ϧ9^��MᏰL!�n��m?��������ψ���Og�dh�1�q�|>'���F�f���?\���
�~,�U��}��C8��=��������5�
�A`s%��u���Y[�gPkV޻��)����d(y�|����Y�����unis9E�?;��9��FU6S
q��K�*r�|�܃��˽��� �
- Ԛ��$��xehtt�@�Q��:/D*<�q�)�%�FꧠreuZ��X��wq{��p(81>6:�̉�q�����w;���/9|��O��������dG��nG[Kc��V�����Ze1�D�@�W�Ũ��M��p�%	�&BL�H�m��i��ѭ�n�L�'�.K��%���A_W'�JT��G����x�y����~�æ�lC��@
�mIy�Nbԫ�fSEõ��jk�A����jj�EH�#�Ȟ����%
��ذ������x��iu8�]�~�^�pr��eP��&i��/ӥ�w�W��0s�ť��\De�-��b�[z�S�+y��/��g�蝒ǫ;�����8��!�nn�K���t��?�J�
����0Ї�-}�cEy�47)Q�T\��+�a���r靗[uߕ�n���c�����c�و.��hJF
-��I�C���hEf�al�@`80�����n�DD���q
-��7��rFu!�8�V8Maƙ�p��cf3�uS�?.y1�/���$����THv���V�T��@��\��W�x���jmV���T�v��^�>n�
:����av��7f�fS-h�vu���r�C��A�-9�.�s����=<}�K����z>�[�t0�U5�qP������62����M39�����h
-���#oCO��R/m��腨�n�5��-F�	�-��]���V���Q�lQb4��F��;]EA)0~:r�p��`�L����H�ֲ\����J#B�EA;�
i�[��݊Վ��T���h��BE���R��1��Ũ�-���5C���p�#�(��N
��5�,
��؎��4�I,�-,�4")RTJQ�=asc��1���c�5��,8�]AX0u��usp�!�������6-Z�@�ȌK�A@��:���>���O
-�b$����_1�%����8hQ�NjR0�ǥ���"k;H 4�Չ���D.�/�������v|�^EnD�
D��@^�m��N�B�,M b��o�
�8��	�Z&�i�
-��ԲP��+4
i�2��i�`�ZRc<�4�����T1ek�1"�#:��bt��KD���5�2��J�~�я��F�•A�IW�E�W���ߙ���	�H#�����U ;��)oaK���F	�˄�;p?6V
-�%�R��K���Zxl����+kdn�����#;�՝��(��
[Bl��C�ԡL-���q(kI
Ҫ�d5��u��>XQ�F��V+XE�Ư�1bF;&�E�#� �����X8������﷬���*∌V�Y����"y-���G�ov��Jm�;$x����r�c���mC㷉�}���&�[=���GH�𿊥����Ѷ��$���]��zu��׈���ׄ�K���k�k��D�j���:w�T��x,����E[$���E��H�����[���`ze���[��3Å�o��Ȏ6
�٧�CYq'i	?���Ve*�YЍ��d����J�f��Mq)¾�;�F\���Y�g����6��&t�&�$����TS�o�I�ɱ���hx%|+�6��>		��PM��!b���zZ��=M�b�{la��
-�!�n�e��Vl�61/�[�
-&��\31�e��R(�t��J��{V'��� k��u�e§��,����y��#zlW4��p3`
���f����9y!�Y�yq'���T�
oT���Z�pF%g�3(��¦,��v��(gQ�+8�L�ɆSكD����H��,��#����7�?���j:���WJ�ְ���x���k�Z
ރ�I�9�O�ݧ���|������?��|�7X�wk
��e~
-�u[/��<d�3��7����:-��p	��n�v�K��{_!�`���,�M���M!P�����x�����u���x��Fk
�!�MN��)v��R~�yA�A�7߼��TZ��}X6��u�V��c��)�*�,��~_������ 4
-VK����C�?	�l��ʃ��}�O�?B��%�5�2}$<%��/,�^(M����_h��><�*7T�ݴ{
�GB�]s	���o�����S�S�%aR,���ٶH�;��=�s����i�������Aarq*����H���)��Y�����9>��%��8�s�"��7STn�j+�zt؀E�n6��W
،�$
؂�eՀ�`7��2l�=�=��Y�c�5�
g���w�o���;�o#
R�v
-����j��`��0�F�
P/�
X�#��l�F1b�fh�
�
-<bŦ�$�Ȁ�a���
��s��\GM�\}��0�m�wM�p=�V}s0���O'S=�o�
:��&���Lu���i:�X*�PT%?�ĻG�Z��|:1�$�r��l&�]ȡʌ�Lg���n�l@'����f���}'�+J��ɘRio�Z^�+3r�y�Mlv���B�(j:��!E��ȚLS錆�t%N'/�u�xYXC�厸\�Ν�N�����3����P8��Ğ1Թ��t6�B�}ٌF�لvN�+l��)%�★L\�S-�Р��)�����@'݈��n�`c��ӓ�
EI9Cw��?�����Nz�
�����������tpt���GG����(
�G<�TI�;y����U��<M���,TAEy��4�-�D�)S�Dz�N˙dAN�,rJ~&���`�2q��LZ�5�'��J>��u![��Z´j�6�Jԩ|:���jz�;�O�F}'`����yH��M��>؏-�!�f�>
-b~|OL�^�Џ�i�'ֵT�)�+hk�8J�����B���x�1�$�a�AF�3��p��Gy��$Q6�-�w}���NrHE�Y�8�n���M�iUCI�T�xy|/P�H<t�_���%=<2,V̫b2�z�ո/)nC3��U��(L�-���-�5�r7ω�2G�w�9�t���̺��,ʺWP�eX�"�`��F߰�"�������lX�}\^�b���
-�����i���u��Y@8γ�f��A��	�G���-�Ol�Љ����<��������D�4ÿ�M���qyރS�8Ø�
-�0zƞ����'�A�^�;���p����p���{m����d�m�*G'ϱ��<_	*�1��1�T�ʪb�D�_ŕb��[r�r�)��$��9�w��W�3�=�ᱬdD5�7�?���v����Y��Y�]�V�>�ʻU�
�z�~P�c��?���o�س9&��"���R�}�=�����5��dazZ��_KVJ%�(%��
-endstream
-endobj
-110 0 obj
-<< /Type /FontDescriptor
-/FontName /b1eed4+NotoSerif
-/FontFile2 109 0 R
-/FontBBox [-212 -250 1246 1047]
-/Flags 6
-/StemV 0
-/ItalicAngle 0
-/Ascent 1068
-/Descent -292
-/CapHeight 1462
-/XHeight 1098
->>
-endobj
-111 0 obj
-<< /Length 228
-/Filter [/FlateDecode]
->>
-stream
-x�]��n� ��<����"A�Ni�.9l���
�i
D�!o?C�N�����Џ�yx�/�?r4#p>،kܲA�p����7�Z7�N�<�k�e.�����������	��_�������Hz�R��C��)=��ӻ^x�N�%ߗ�D���מD��-��פ
ffd��tN1��%n���Ug&-vu{%�>7��W����l9S�v�����
�J1U��/}�p0
-endstream
-endobj
-112 0 obj
-[259 354 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500 500]
-endobj
-113 0 obj
-<< /Length1 8496
-/Length 5159
-/Filter [/FlateDecode]
->>
-stream
-x��8
XS��wN~B�R�#��'* j�H��Bs�@��$&A�ի��ic����N{[��Ok�[���=����Z��vO��:Wۭ��ٹ��u��ߗ���mwϽ'9�������|'@ 
���i�=<@|Hu��C�K��r����ֿ�~'@�H[����%J|	�V�@�0�E������ơ��k
���nG�8���x/�!!�A��h����
F7���� �*��^��Q��P
�toq�D��ą�{�;�t�k3��
-F�ǽ���"�1����J�
�+�����d\l9����җ)I@�S|���ok�\�A���$᝸P/id��X����I��,�|�m�Q�f��B�3����!�z���s3�&��+p)jN�VM�Tpõ��e%��)�C����Q�"�B��)΀Q���t�1Փ�7���]U$>��
tqAئ-�.
-�E���W��ſ��A��fV��	[$A͍^�|e��,{�#Wk�IӒNI���=d����.����h���imi^����ְ��j���1W��c��˖.�Z\�p����d^Qa�\1ߘ�c�Х�MOI���ըU<G��*ֻ��%�
-ņ�R��n$�'\�����2��bb�TI3J�� iNH��I�����VQ�^����Z�Dx�"v
-�%�f���!�1QC���,�D\�U���Y]�7��\'�y�KK`49���ybh��[A�ͳ.�F�N�����#��qZ-�Fcgi�MJ-�ṳ����̤৮�a����c:�q�zD�{�S�ݨ㭱�.)�X�/Z��w�:#�J%��*S�Mm��i��$��:Q�}�x��T�[�h
-t
�1��X�(��\1�X|{�(���hjj,d�C����/�ɕ��t.Y�[��$e���S�
-��)���Kr��2���L�sj4������i�g�'�(�Mŝ碜�'8Y��>������MvgLR�<�s��-m������B�IiWs�bL�!,5u2Y
��y���.Ĵ��d�)T%�cH���t)(��KE4C�XE�K�n��
��Dj(N���)�-��J���L��va��V>�$�$�X{���-���d*��d���GKђLV]Y��\��Ԗ��y��F+���ˡ:-T8��U�5���Iy�\vZ���5J�N,p���vҍ��
�3�%����d��t9�(�$Ԝ��z�љ�0�[NJ*H�\.߉�:$����q��Ix�0�J�j�r�IraBݐ�V�E����j���&�i(�v�r����UZ�![PF�$�Ԇ	_�O�qh��h.s���W�}�dnu��hzX��d��+�j��MJ�	�Ȟ@h2�����ɕV2��p�6�bIb�=F���A@�m�-l^��˺���X��&Ǝf�5�i/�h��D�'&ڝ˙4>A���M��Cij�--��Y��Hv�5���.�q���nw�W����<�q
+��TJ��@j�
�$&�{���qU����1��4A#�;�%h�	�4U�ff4za�r|�c|~[�ϖN_��I�8dcF�K$"���+F	�I��Eo��"�Rz5�W'�J��� ٤����*~�S���5��'3��䀃��9�,�
��/�͑L���
	�#���1FHbsik��B��'s�D'ĉ�:�h'��d�8�>N��	��ƅq���܆FsѨGB2P\�X:���#�����L
-R�HH2�Ә�4؆7��8C���™g<�(Y�r��.��A5�O0�B�oAoF��9��e›�T}�w��;~Y�;���>����Ǹ�CՇ��H����C�|�[�U��%��0j�̋�]�
-��H�cff<O���iP��~2�l�K�^��5y��砇7=fp�yc<בY�w�q9.��o�/��LVN��sGk_�hq�u���P����Iv�j#iX������ Y���,GIw���x@q���x"��t�:�l��t�����ePc��g5#��ۋ��ƴq��Ӷ~^"��;�k�$�n	]�w��`�Α���$-�;%���&Ƀ�����͆��H$-f�G B�P�BI	�eB�
-�+�F����G:PkCCőu�NT�r�s������ތ'�0�~Q���S����{
��{���A���<M&M��4�bp����<}?�C�3p
���L(n�!�L���9��3[}���g,ߍ5=?�?���<HF�#�~�;e

Ƀ���l��h�[��0ڢ������Ih��Gh?r�i<g壵&�c?z@��	�7=
O�V�k�j�?�2d��G�0���[�>�A����%�z˟$DTW�g�4��B�i�[�=�z���F�	�+��)��,RK����s�\w2��e���ꏙ�l�T@<?"�dy�\@�!��1�Û���A�����Tɸ�x�V�i�0V�}��}z��
��R��I�O��^�?�-�7S0R��hU\���3�_!#ĝ%�?~��	�k��~�������'�n�1�����%U*�UW�գnrY/���m�ꧻ�se����_�Γbf>:�U���a��ȉ���:0.�QU�k�勪fh��ʊ�B1������8}�ŭ{�:���v�>0�nYW���ox�ҽ}�J���Q2���X1��U.��p
�n�\��K����ua��P:u���dqeE1�2��G:tZC�^����︱�;��:���n���
�`&н��e�Lx�����i�t�H�"�L���Y��|���$��+?�WQ��z�9y�����{���¶��&�����W�ۖ� ߗ���@�?��������|󋪲�pU�X��ي"]#��sgs���,�#���7\���ROg7�;��y��d�������~?�;��Y����!�[w�ܲ�>>>&TgT߂b��\kq���e-�"
ɐGT�QȨX\UX��T��2d姑,�����-��K��Q*�o��_��Y!_�?�k�?гf�^���}�š�#�G%}�zb|Ừ�wok4�����n�/O�����s$%p`΂/T;��=�M�;����C�}H6f�ۏ���E�]�������N�o����Z^��_��'��vAen��
_�:�E�9��?��$9�!�KZ��
�𫚃W�Y�cZ
tw�і�a��W�?T]�һ:�݇�����ȵif�4V-܄,���[}�ʤ��D�D���IpO��vg���Vu��h��g�jZ6�����}�t����l6fu(�j�Tk��(V�'��9Z9ˁ������V�'�>�J;�*��g�V�y33k%ff����"�x��B�qzYY�v-|�R��!˘��9�<mrM����a�/��-�_�k5B��Q�op���EfNq��Z]Ο���Ez�kώj���?���Ve
��H_���	�ҷߔ����iy�̫ϼ�����ey�W�������d��*�0���R�6g�h��H&��X�H���~�+����ۈNO�ka��u�����}Z�m�{M��o\�w�OEy}�:�#úL
-N� _�3M�ƭ���"9����Ϟ����=�>�@n�+M+�׶�\�j���32��⬶���Oʱ��%u?;��#�����sm֧��+d�=c��ـ�TV����ý�s�]}w]����ٖ�<߽a��m�g���-��-.S��G^ں�ֺm��[Q���/~#Զ���O������S�jU�2˵�Z1�2�O���1l},��
ݕ��x��A��U=�W���HާC�c����CX��x"�G=������O�Q�	��.�u�|��/w}o$ϲ�V�c��uɺ�s��Z�N���/ݱ���y<�p��ty8�^i9���_3ߝX{U��ƃ�����Z}F9dV��_D�:��5�j:�j1�F*4I$����g~����������M=nX�!����9�4��~�<��{���䟍{������MPf��k��`�OUɈ%`4�T�y��O����U`5�BT�5X��
-��_�G8	;�O��
-�e��@}�bp*�!>L'Md���,�Q��jb��Q&`�u
-�A*?W�yh�(�
-���
-��~�k��O�I���Wx�S	
-�kU
-�+TO)p*,W���ӹ���(pTh_�����~_TX�`�"ae0�?�l��2�f`@h�����x�����`4(ؽa�-�������j����~�T�."$dn"tx�0 ,,[P�d��Eޞb*�DJ'��#�[����;|����M+O!Z�@h��-�[��Qt_�{=BϰpMؓ��p�/
-3�6m�T��+�
���Q
-M�؃�:�W+�?��C�냁�`�E7��^��
Dp͡���>�`��ZB�@BxUB�D����e­�y��h��3��(��5v�f�jk�6{�p������.�Y��V��n�څ�6����bk��4#V/�4w
-M�fK����;a��9�F"B0,�C~�*���پ
-}�D$�������܁�!w?F���/����Qw������p��k88���5zS�u����h�,�(��M-�����B��?�����X`!��Dn��E�
|�!T��
�ۮiE��ً�6��A�fԎ�-������hC���hk5�Lf�H�1��~�p��.�Ҋ0��?��`��tE
�+�(�&i�Yn��(�F��̗0�%
-(������Q|����f�zՎ�u-8F�/>f#��s�<�	Ѓ��[X�L�U,��jEQf>�M��}�P�zde�keM�{Q֤X"tk��V�n!��!�潝EC�\�䣬^4�Q�B3��V�Dռ(Q�B�êH��1Y;fv�-l��˫�X(Aʭ��B����g6G�.�A���	�n6�c��Y��P�p�Q?�D��k����iñqX�nR���Z����	^=��f�Ĺ	9T����W���3f;!�|�8�J3<��h�x���
-�����D�N/�A*Ik�f}0�z"Q��p��r�"%���,�	��t�nd��k�5��!�Ð�S�[��DUo�zL+bϴ2���4�~��̯b�$��w��_;;?��y��O��g#�i����+߁uw�9���oq������
-endstream
-endobj
-114 0 obj
-<< /Type /FontDescriptor
-/FontName /8192eb+NotoSerif-Italic
-/FontFile2 113 0 R
-/FontBBox [-254 -250 1238 1047]
-/Flags 70
-/StemV 0
-/ItalicAngle -12
-/Ascent 1068
-/Descent -292
-/CapHeight 1462
-/XHeight 1098
->>
-endobj
-115 0 obj
-<< /Length 1278
-/Filter [/FlateDecode]
->>
-stream
-x�e��n�F�ὮB�tHs&
�@�n��
u{
stԒ +�}���ik��/��y�_�!}������t�~�]�s�����n����V�����yg쾝���+���|����������<.�������÷��}���v)�����[���e���O����/��_��������q����9_ɯ}ഏOm��t������_����LL���v͵�������LJ1w����9�)e���6=n?�[i(�JKiU:J��Sz��2���Qe�L*�E�J��̔Ye�,*+eU�(��N�U�-у�k�5x������5��F^���k�y
^#��k�5x������5��F^���k�y
^#��k�x�������Z�V^���k�Zy-^+��k�x�������Z�V^���k�Zy-^+����ux������u�:�N^�����:y^'����ux������u�:�N^�����:y^'�����x��������z�^^�����zy=^/�����x��������z�^^�����zy=^/o��
x��
o�7�
��Aހ7��y� o��
x��
o�7�
��Aހ7��y� o��x��o�7���j�����o��$�JI�$�$*I$IT�H��$�$QI"I��D�D%�$�JI�$�$*I$IT�D��$�$III��$�$u>�M�&�Iބ7ɛ�&y�$o›�Mx��	o�7�M�&�Iބ7ɛ�&y�U�o�a�[5�j�oS�or��4ۂ�sޮ>,x��/x;����Â�31���x;��
-���J���J��특���x��x��x��+�!Êw��B�x�b�x��+ށ
�r�;��2��k��J�Y�e�Y��7+|��
x�oS��7+[ƛețךyޢoV��浖-㭌���"���R�W�*��4Xq��C�^J�[(��^�1�»�y]���k�}�YM-xe#��e���_y+�h܊7k�:��/����Z�5�dU��l�uz5n��[��eB��&Si|y�(�%q&%+S%�*A����BijPU�6\�h,�(�+L���,��4G�5�<���cD�[˧��*t�[
jj�aij��I��xʪw�g�F��w�ض��R�>���s�h�>�:�O�VR�����P*#��i|e0�U��,�*o��U���/���*[��U��,��N����m�l�x�:�&\}M����)���L2��\%CH�F7�է��ʻB�L���)�j�ƻJ1:%�H߯:=S��۳z�r�m���k���O������媳��7���
-endstream
-endobj
-116 0 obj
-[259 600 600 600 600 600 600 600 346 346 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 579 600 600 579 493 317 556 599 304 600 600 600 895 599 574 577 600 467 463 368 599 600 818 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600 600]
-endobj
-xref
-0 117
-0000000000 65535 f 
-0000000015 00000 n 
-0000000235 00000 n 
-0000000437 00000 n 
-0000000550 00000 n 
-0000000601 00000 n 
-0000000873 00000 n 
-0000001072 00000 n 
-0000001368 00000 n 
-0000001532 00000 n 
-0000006464 00000 n 
-0000006868 00000 n 
-0000006912 00000 n 
-0000006961 00000 n 
-0000007417 00000 n 
-0000009221 00000 n 
-0000009562 00000 n 
-0000009606 00000 n 
-0000009776 00000 n 
-0000030499 00000 n 
-0000030945 00000 n 
-0000030989 00000 n 
-0000031033 00000 n 
-0000031200 00000 n 
-0000031244 00000 n 
-0000031414 00000 n 
-0000031578 00000 n 
-0000031742 00000 n 
-0000031917 00000 n 
-0000032085 00000 n 
-0000032258 00000 n 
-0000032426 00000 n 
-0000032592 00000 n 
-0000032759 00000 n 
-0000032921 00000 n 
-0000055137 00000 n 
-0000055548 00000 n 
-0000055716 00000 n 
-0000055760 00000 n 
-0000055927 00000 n 
-0000055971 00000 n 
-0000056134 00000 n 
-0000056299 00000 n 
-0000080415 00000 n 
-0000080806 00000 n 
-0000080850 00000 n 
-0000081017 00000 n 
-0000081184 00000 n 
-0000081228 00000 n 
-0000106890 00000 n 
-0000107283 00000 n 
-0000107458 00000 n 
-0000118417 00000 n 
-0000118797 00000 n 
-0000118841 00000 n 
-0000142540 00000 n 
-0000142937 00000 n 
-0000142981 00000 n 
-0000143025 00000 n 
-0000143226 00000 n 
-0000143270 00000 n 
-0000143314 00000 n 
-0000143358 00000 n 
-0000143402 00000 n 
-0000143446 00000 n 
-0000143570 00000 n 
-0000143696 00000 n 
-0000143816 00000 n 
-0000143939 00000 n 
-0000144063 00000 n 
-0000144187 00000 n 
-0000144311 00000 n 
-0000144436 00000 n 
-0000144556 00000 n 
-0000144677 00000 n 
-0000144811 00000 n 
-0000144945 00000 n 
-0000145019 00000 n 
-0000145137 00000 n 
-0000145325 00000 n 
-0000145493 00000 n 
-0000145676 00000 n 
-0000145823 00000 n 
-0000145974 00000 n 
-0000146136 00000 n 
-0000146310 00000 n 
-0000146476 00000 n 
-0000146520 00000 n 
-0000146793 00000 n 
-0000147066 00000 n 
-0000156784 00000 n 
-0000156996 00000 n 
-0000158350 00000 n 
-0000159264 00000 n 
-0000167990 00000 n 
-0000168207 00000 n 
-0000169561 00000 n 
-0000170475 00000 n 
-0000174106 00000 n 
-0000174314 00000 n 
-0000175668 00000 n 
-0000176583 00000 n 
-0000182298 00000 n 
-0000182511 00000 n 
-0000183866 00000 n 
-0000184781 00000 n 
-0000188437 00000 n 
-0000188656 00000 n 
-0000188958 00000 n 
-0000189874 00000 n 
-0000193640 00000 n 
-0000193854 00000 n 
-0000194158 00000 n 
-0000195073 00000 n 
-0000200323 00000 n 
-0000200547 00000 n 
-0000201902 00000 n 
-trailer
-<< /Size 117
-/Root 2 0 R
-/Info 1 0 R
->>
-startxref
-202817
-%%EOF
diff --git a/docs/metaData/Apps.adoc b/docs/metaData/Apps.adoc
new file mode 100644
index 00000000..bf2f8317
--- /dev/null
+++ b/docs/metaData/Apps.adoc
@@ -0,0 +1,92 @@
+[#Apps]
+== Apps
+include::../variables.adoc[]
+
+QQQ User Interfaces (e.g., Material Dashboard) generally organize their contents via *Apps*.
+Apps are a lightweight construct in QQQ - basically just containers for other objects.
+
+Specifically, Apps can contain:
+
+* {link-widgets}
+* {link-tables}
+* {link-process}
+* {link-reports}
+* Other {link-apps} - to create a multi-tiered navigational hierarchy.
+
+=== QAppMetaData
+Apps are defined in a QQQ Instance in `*QAppMetaData*` objects.  Apps must consist of either 1 or more {link-widgets}, or 1 or more *Sections*, which are expected to contain 1 or more {link-tables}, {link-processes}, or {link-reports}.
+
+*QAppMetaData Properties:*
+
+* `name` - *String, Required* - Unique name for the app within the QQQ Instance.
+* `label` - *String* - User-facing label for the app, presented in User Interfaces.
+Inferred from `name` if not set.
+* `permissionRules` - *QPermissionRules* - Permissions to apply to the app.  See {link-permissionRules} for details.
+* `children` - *List of QAppChildMetaData* - Objects contained within the app. These can be {link-tables}, {link-processes}, {link-reports} or other {link-apps}.
+** See the example below for some common patterns for how these child-meta data objects are added to an App.
+* `parentAppName` - *String* - For an app which is a child of another app, the parent app's name is referenced in this field.
+** Note that this is generally automatically set when the child is added to its parent, in the `addChild` method.
+* `icon` - *QIcon* - An icon to display in a UI for the app.  See {link-icons}.
+* `widgets` - *List of String* - A list of names of {link-widgets} to include in the app.
+* `sections` - *List of <<QAppSection>>* - A list of `QAppSection` objects, to create organizational subdivisions within the app.
+** As shown in the example below, the method `withSectionOfChildren` can be used to fluently add a new `QAppSection`, along with its child objects, to both an app and a section all at once.
+
+==== QAppSection
+A `QAppSection` is an organizational subsection of a {link-app}.
+
+* `name` - *String, Required* - Unique name for the section within its app.
+* `label` - *String* - User-facing label for the section, presented in User Interfaces.
+Inferred from `name` if not set.
+* `icon` - *QIcon* - An icon to display in a UI for the section.  See {link-icons}.
+* `tables` - *List of String* - A list of names of {link-tables} to include in the section.
+* `processes` - *List of String* - A list of names of {link-processes} to include in the section.
+* `reports` - *List of String* - A list of names of {link-reports} to include in the section.
+
+*Examples*
+[source,java]
+----
+/*******************************************************************************
+** Full example of constructing a QAppMetaData object.
+*******************************************************************************/
+public class ExampleAppMetaDataProducer extends MetaDataProducer<QAppMetaData>
+{
+
+   /*******************************************************************************
+    ** Produce the QAppMetaData
+    *******************************************************************************/
+   @Override
+   public QAppMetaData produce(QInstance qInstance) throws QException
+   {
+      return (new QAppMetaData()
+         .withName("sample")
+         .withLabel("My Sample App")
+         .withIcon(new QIcon().withName("thumb_up"))
+         .withWidgets(List.of(
+            UserWelcomeWidget.NAME,
+            SystemHealthLineChartWidget.NAME))
+         .withSectionOfChildren(new QAppSection().withName("peoplePlacesAndThings"),
+            qInstance.getTable(People.TABLE_NAME),
+            qInstance.getTable(Places.TABLE_NAME),
+            qInstance.getTable(Things.TABLE_NAME),
+            qInstance.getProcess(AssociatePeopleWithPlacesProcess.NAME))
+         .withSectionOfChildren(new QAppSection().withName("math").withLabel("Mathematics"),
+            qInstance.getProcess(ComputePiProcess.NAME),
+            qInstance.getReport(PrimeNumbersReport.NAME),
+            qInstance.getReport(PolygonReport.NAME)));
+   }
+
+
+   /*******************************************************************************
+    ** Since this meta-data producer expects to find other meta-data objects in the
+    ** QInstance, give it a sortOrder higher than the default (which we'll expect
+    ** the other objects used).
+    *******************************************************************************/
+   @Override
+   public int getSortOrder()
+   {
+      return (Integer.MAX_VALUE);
+   }
+
+}
+----
+
diff --git a/docs/metaData/Backends.adoc b/docs/metaData/Backends.adoc
new file mode 100644
index 00000000..4cf3d575
--- /dev/null
+++ b/docs/metaData/Backends.adoc
@@ -0,0 +1,150 @@
+[#Backends]
+== Backends
+include::../variables.adoc[]
+
+A key component of QQQ is its ability to connect to various backend data stores, while providing the same interfaces to those backends - both User Interfaces, and Programming Interfaces.
+
+For example, out-of-the-box, QQQ can connect to:
+
+* <<RDBMSBackendMetaData,RDBMS>> (Relational Database Management Systems, such as MySQL)
+* File Systems (<<S3BackendMetaData,Amazon S3>> or <<FilesystemBackendMetaData,local disk>>)
+* <<APIBackendMetaData,JSON Web APIs>> (_using a custom mapping class per-API backend_).
+* In-Memory data stores
+
+All {link-tables} in a QQQ instance must belong to a backend. As such, any instance using tables (which would be almost all instances) must define 1 or more backends.
+
+=== QBackendMetaData
+Backends are defined in a QQQ Instance in a `*QBackendMetaData*` object.
+These objects will have some common attributes, but many different attributes based on the type of backend being used.
+
+*QBackendMetaData Properties:*
+
+* `name` - *String, Required* - Unique name for the backend within the QQQ Instance.
+* `backendType` - *String, Required* - Identifier for the backend type being defined.
+** This attribute is typically set in the constructor of a `QBackendMetaData` subclass, and as such does not need to be set when defining a backend meta data object.
+* `enabledCapabilities` and `disabledCapability` - *Sets*, containing *Capability* enum values.
+Basic rules that apply to all tables in the backend, describing what actions (such as Delete, or Count) are supported in the backend.
+** By default, QQQ assumes that a backend supports _most_ capabilities, with one exception being `QUERY_STATS`.
+** #TODO# fully explain rules here
+* `usesVariants` - *Boolean, default false* - Control whether or not the backend supports the concept of "Variants".
+** Supporting variants means that tables within the backend can exist in alternative "variants" of the backend.
+For example, this might mean a sharded or multi-tenant database backend (perhaps a different server or database name per-client).
+Or this might mean using more than one set of credentials for connecting to an API backend - each of those credential sets would be a "variant".
+** A backend that uses variants requires additional properties to be set.  #TODO complete variant documentation#
+
+In a QQQ application, one will typically not create an instance of `QBackendMetaData` directly, but instead will create an instance of one of its subclasses, specific to the type of backend being used.
+The currently available list of such classes are:
+
+==== RDBMSBackendMetaData
+The meta data required for working with tables in an RDBMS (relational database) backend are defined in an instance of the `*RDBMSBackendMetaData*` class.
+
+*RDBMSBackendMetaData Properties:*
+
+* `vendor` - *String, Required* - Database vendor.  Currently supported values are: `aurora`, `mysql`, `h2`.
+* `jdbcUrl` - *String, Optional* - Full JDBC URL for connecting to the database.
+** If this property is provided, then following properties (which are the components of a JDBC URL) are ignored.
+In other words, you can either provide the `jdbcUrl`, or the individual components that make it up.
+* `hostName` - *String, Conditionally Required* - Hostname or ip address of the RDBMS server.
+* `port` - *Integer, Conditionally Required* - Port used to connect to the RDBMS server.
+* `databaseName` - *String, Conditionally Required* - Name of the database being connected to, within the RDBMS server.
+* `username` - *String, Conditionally Required* - Username for authenticating in the database server.
+* `password` - *String, Conditionally Required* - Password for authenticating in the database server.
+
+*Examples*
+[source,java]
+----
+/*******************************************************************************
+** Full example of constructing an RDBMSBackendMetaData
+*******************************************************************************/
+public class ExampleDatabaseBackendMetaDataProducer extends MetaDataProducer<QBackendMetaData>
+{
+   public static final String NAME = "rdbmsBackend";
+
+   /*******************************************************************************
+    ** Produce the QBackendMetaData
+    *******************************************************************************/
+   @Override
+   public QBackendMetaData produce(QInstance qInstance)
+   {
+      ///////////////////////////////////////////////////////////////////////
+      // read settings from either a .env file or the system's environment //
+      ///////////////////////////////////////////////////////////////////////
+      QMetaDataVariableInterpreter interpreter = new QMetaDataVariableInterpreter();
+      String vendor       = interpreter.interpret("${env.RDBMS_VENDOR}");
+      String hostname     = interpreter.interpret("${env.RDBMS_HOSTNAME}");
+      String port         = interpreter.interpret("${env.RDBMS_PORT}");
+      String databaseName = interpreter.interpret("${env.RDBMS_DATABASE_NAME}");
+      String username     = interpreter.interpret("${env.RDBMS_USERNAME}");
+      String password     = interpreter.interpret("${env.RDBMS_PASSWORD}");
+
+      return (new RDBMSBackendMetaData()
+         .withName(NAME)
+         .withVendor(vendor)
+         .withHostName(hostname)
+         .withPort(ValueUtils.getValueAsInteger(port))
+         .withDatabaseName(databaseName)
+         .withUsername(username)
+         .withPassword(password)
+         .withCapability(Capability.QUERY_STATS));
+   }
+}
+----
+
+==== S3BackendMetaData
+The meta data required for working with tables in an Amazon S3 backend are defined in an instance of the `*S3BackendMetaData*` class.
+
+*S3BackendMetaData Properties:*
+
+* `bucketName` - *String, Required* - Bucket name to connect to inside AWS S3.
+* `accessKey` - *String, Required* - Access key for connecting to S3 inside AWS S3.
+* `secretKey` - *String, Required* - Secret key for connecting to S3 inside AWS S3.
+* `region` - *String, Required* - AWS region containing the Bucket in S3.
+* `basePath` - *String, Required* - Base path to the files within the S3 bucket.
+
+==== FilesystemBackendMetaData
+The meta data required for working with tables in a (local) filesystem backend are defined in an instance of the `*FilesystemBackendMetaData*` class.
+
+*FilesystemBackendMetaData Properties:*
+
+* `basePath` - *String, Required* - Base path to the backend's files.
+
+==== APIBackendMetaData
+The meta data required for working with tables in a web API are defined in an instance of the `*APIBackendMetaData*` class.
+
+QQQ provides a minimal, reasonable default implementation for working with web APIs, making assumptions such as using `POST` to insert records, and `GET` with a primary key in the URL to get a single record.
+However, in our experience, almost all APIs are implemented differently enough, that a layer of custom code is required.
+For example, query/search endpoints are almost always unique in how they take their search parameters, and how they wrap their output.
+
+To deal with this, a QQQ API Backend can define a custom class in the `actionUtil` property of the backend meta-data, as a subclass of `BaseAPIActionUtil`, which ideally can override methods at the level where unique functionality is needed.
+For example, an application need not define the full method for executing a Query against an API backend (which would need to make the HTTP request (actually multiple, to deal with pagination)).
+Instead, one can just override the `buildQueryStringForGet` method, where the unique details of making the request are defined, and maybe the `jsonObjectToRecord` method, where records are mapped from the API's response to a QRecord.
+
+#todo - full reference and examples for `BaseAPIActionUtil`#
+
+*APIBackendMetaData Properties:*
+
+* `baseUrl` - *String, Required* - Base URL for connecting to the API.
+* `contentType` - *String, Required* - value of `Content-type` header included in all requests to the API.
+* `actionUtil` - *QCodeReference, Required* - Reference to a class that extends `BaseAPIActionUtil`, where custom code for working with this API backend is defined.
+* `customValues` - *Map of String → Serializable* - Application-defined additional name=value pairs that can
+* `authorizationType` - *Enum, Required* - Specifies how authentication is provided for the API.
+The value here, dictates which other authentication-related properties are required.
+Possible values are:
+** `API_KEY_HEADER` - Uses the `apiKey` property in an HTTP header named `API-Key`.
+_In the future, when needed, QQQ will add a property, tentatively named `apiKeyHeaderName`, to allow customization of this header name._
+** `API_TOKEN` - Uses the `apiKey` property in an `Authroization` header, as: `"Token " + apiKey`
+** `BASIC_AUTH_API_KEY` - Uses the `apiKey` property, Base64-encoded, in an `Authroization` header, as `"Basic " + base64(apiKey)`
+** `BASIC_AUTH_USERNAME_PASSWORD` - Combines the `username` and `password` properties, Base64-encoded, in an `Authroization` header, as `"Basic " + base64(username + ":" + password)`
+** `OAUTH2` - Implements an OAuth2 client credentials token grant flow, using the properties `clientId` and `clientSecret`.
+By default, the id & secret are sent as query-string parameters to the API's `oauth/token` endpoint.
+Alternatively, if the meta-data has a `customValue` of `setCredentialsInHeader=true`, then the id & secret are posted in an `Authorization` header (base-64 encoded, and concatenated with `":"`).
+** `API_KEY_QUERY_PARAM` - Uses the `apiKey` property as a query-string parameter, with its name taken from the `apiKeyQueryParamName` property.
+** `CUSTOM` - Has a no-op implementation at the QQQ layer.
+Assumes that an override of `protected void handleCustomAuthorization(HttpRequestBase request)` be implemented in the backend's `actionUtil` class.
+This would be
+* `apiKey` - *String, Conditional* - See `authorizationType` above for details.
+* `clientId` - *String, Conditional* - See `authorizationType` above for details.
+* `clientSecret` - *String, Conditional* - See `authorizationType` above for details.
+* `username` - *String, Conditional* - See `authorizationType` above for details.
+* `password` - *String, Conditional* - See `authorizationType` above for details.
+* `apiKeyQueryParamName` - *String, Conditional* - See `authorizationType` above for details.
diff --git a/docs/metaData/Fields.adoc b/docs/metaData/Fields.adoc
index d494ff5f..93d11dcd 100644
--- a/docs/metaData/Fields.adoc
+++ b/docs/metaData/Fields.adoc
@@ -1,4 +1,5 @@
-== QQQ Fields
+[#Fields]
+== Fields
 include::../variables.adoc[]
 
 QQQ Fields define
diff --git a/docs/metaData/Joins.adoc b/docs/metaData/Joins.adoc
new file mode 100644
index 00000000..4ce09ea3
--- /dev/null
+++ b/docs/metaData/Joins.adoc
@@ -0,0 +1,17 @@
+[#Joins]
+== Joins
+include::../variables.adoc[]
+
+#TODO#
+
+=== QJoinMetaData
+Joins are defined in a QQQ Instance in a `*QJoinMetaData*` object.
+
+#TODO#
+
+*QJoinMetaData Properties:*
+
+* `name` - *String, Required* - Unique name for the join within the QQQ Instance. #todo infererences or conventions?#
+
+#TODO#
+
diff --git a/docs/metaData/PossibleValueSources.adoc b/docs/metaData/PossibleValueSources.adoc
new file mode 100644
index 00000000..f707a7c6
--- /dev/null
+++ b/docs/metaData/PossibleValueSources.adoc
@@ -0,0 +1,17 @@
+[#PossibleValueSources]
+== Possible Value Sources
+include::../variables.adoc[]
+
+#TODO#
+
+=== QPossibleValueSource
+A Possible Value Source is defined in a QQQ Instance in a `*QPossibleValueSource*` object.
+
+#TODO#
+
+*QPossibleValueSource Properties:*
+
+* `name` - *String, Required* - Unique name for the possible value source within the QQQ Instance.
+
+#TODO#
+
diff --git a/docs/metaData/Processes.adoc b/docs/metaData/Processes.adoc
new file mode 100644
index 00000000..253f6318
--- /dev/null
+++ b/docs/metaData/Processes.adoc
@@ -0,0 +1,216 @@
+[#Processes]
+== Processes
+
+include::../variables.adoc[]
+
+Besides {link-tables}, the other most common type of object in a QQQ Instance is the Process.
+Processes are "custom" actions (e.g., defined by the application developers, rather than QQQ) that users and/or the system can execute against records.
+Processes generally are made up of two types of sub-objects:
+
+* *Screens* - i.e., User Interfaces (e.g., for gathering input and/or showing output).
+* *BackendSteps* - Java classes (of type `BackendStep`) that execute the logic of the process.
+
+=== QProcessMetaData
+
+Processes are defined in a QQQ Instance in a `*QProcessMetaData*` object.
+In addition to directly building a `QProcessMetaData` object setting its properties directly, there are a few common process patterns that provide *Builder* objects for ease-of-use.
+See StreamedETLWithFrontendProcess below for a common example
+
+*QProcessMetaData Properties:*
+
+* `name` - *String, Required* - Unique name for the process within the QQQ Instance.
+* `label` - *String* - User-facing label for the process, presented in User Interfaces.
+Inferred from `name` if not set.
+* `icon` - *QIcon* - Icon associated with this process in certain user interfaces.
+See {link-icons}.
+* `tableName` - *String* - Name of a {link-table} that the process is associated with in User Interfaces (e.g., Action menu).
+* `isHidden` - *Boolean, default false* - Option to hide the process from all User Interfaces.
+* `basepullConfiguration` - *<<BasepullConfiguration>>* - config for the common "Basepull" pattern, of identifying records with a timestamp greater than the last time the process was ran.
+See below for details.
+* `permissionRules` - *QPermissionRules object* - define the permission/access rules for the process.
+See {link-permissionRules} for details.
+* `steps` and `stepList` - *Map of String → <<QStepMetaData>>* and *List of QStepMetaData* - Defines the <<QFrontendStepMetaData,screens>> and <<QBackendStepMetaData,backend code>> that makes up the process.
+** `stepList` is the list of steps in the order that they will by default be executed.
+** `steps` is a map, including all steps from `stepList`, but which may also include steps which can used by the process if its backend steps make the decision to do so, at run-time.
+** A process's steps are normally defined in one of two was:
+*** 1) by a single call to `.withStepList(List<QStepMetaData>)`, which internally adds each step into the `steps` map.
+*** 2) by multiple calls to `.addStep(QStepMetaData)`, which adds a step to both the `stepList` and `steps` map.
+** If a process also needs optional steps, they should be added by a call to `.addOptionalStep(QStepMetaData)`, which only places them in the `steps` map.
+* `schedule` - *<<QScheduleMetaData>>* - set up the process to run automatically on the specified schedule.
+See below for details.
+* `minInputRecords` - *Integer* - #not used...#
+* `maxInputRecords` - *Integer* - #not used...#
+
+#todo: supplementalMetaData (API)#
+
+==== QStepMetaData
+
+This is the base class for the two types of steps in a process - <<QFrontendStepMetaData,screens>> and <<QBackendStepMetaData,backend code>>.
+There are some shared attributes of both of them, defined here.
+
+*QStepMetaData Properties:*
+
+* `name` - *String, Required* - Unique name for the step within the process.
+* `label` - *String* - User-facing label for the step, presented in User Interfaces.
+Inferred from `name` if not set.
+* `stepType` - *String* - _Deprecated._
+
+==== QFrontendStepMetaData
+
+For processes with a user-interface, they must define one or more "screens" in the form of `QFrontendStepMetaData` objects.
+
+*QFrontendStepMetaData Properties:*
+
+* `components` - *List of <<QFrontendComponentMetaData>>* - a list of components to be rendered on the screen.
+* `formFields` - *List of String* - list of field names used by the screen as form-inputs.
+* `viewFields` - *List of String* - list of field names used by the screen as visible outputs.
+* `recordListFields` - *List of String* - list of field names used by the screen in a record listing.
+
+==== QFrontendComponentMetaData
+
+A screen in a process may consist of multiple "components" - e.g., help text, and a form, and a list of records.
+Each of these components are defined in a `QFrontendComponentMetaData`.
+
+*QFrontendComponentMetaData Properties:*
+
+* `type` - *enum, Required* - The type of component to display.
+Each component type works with different keys in the `values` map.
+Possible values for `type` are:
+** `EDIT_FORM` - Displays a list of fields for editing, similar to a record edit screen.
+Requires that `formFields` be populated in the step.
+** `VIEW_FORM` - Displays a list of fields for viewing (not editing), similar to a record view screen.
+Requires that `viewFields` be populated in the step.
+** `HELP_TEXT` - Block of help text to be display on the screen.
+Requires an entry in the component's `values` map named `"text"`.
+** `HTML` - Block of custom HTML, generated by the process backend.
+Expects a process value named `html`.
+** `DOWNLOAD_FORM` - Presentation of a link to download a file generated by the process.
+Expects process values named `downloadFileName` and `serverFilePath`.
+** `GOOGLE_DRIVE_SELECT_FOLDER` - Special form that presents a UI from Google Drive, where the user can select a folder (e.g., as a target for uploading files in a subsequent backend step).
+** `BULK_EDIT_FORM` - For use by the standard QQQ Bulk Edit process.
+** `VALIDATION_REVIEW_SCREEN` - For use by the QQQ Streamed ETL With Frontend process family of processes.
+Displays a component prompting the user to run full validation or to skip it, or, if full validation has been ran, then showing the results of that validation.
+** `PROCESS_SUMMARY_RESULTS` - For use by the QQQ Streamed ETL With Frontend process family of processes.
+Displays the summary results of running the process.
+** `RECORD_LIST` - _Deprecated.
+Showed a grid with a list of records as populated by the process._
+* `values` - *Map of String → Serializable* - Key=value pairs, with different expectations based on the component's `type`.
+See above for details.
+
+==== QBackendStepMetaData
+
+Process Backend Steps are where custom (at this time, Java, but in the future, potentially, from any supported language) code is executed, to provide the logic of the process.
+QQQ comes with several common backend steps, such as for extracting lists of records, storing lists of records, etc.
+
+*QBackendStepMetaData Properties:*
+
+* `code` - *QCodeReference, Required* - Reference to the code to be executed for the step.
+The referenced code must implement the `BackendStep` interface.
+* `inputMetaData` - *QFunctionInputMetaData* - Definition of the data that the backend step expects and/or requires.
+Sub-properties are:
+** `fieldList` - *List of {link-fields}* - Optional list of fields used by the process step.
+In general, a process does not _have to_ specify the fields that its steps use.
+It can be used, however, for example, to cause a `defaultValue` to be applied to a field if it isn't specified in the process's input.
+It can also be used to cause the process to throw an error, if a field is marked as `isRequired`, but a value is not present.
+** `recordListMetaData` - *RecordListMetaData object* - _Not used at this time._
+
+==== BasepullConfiguration
+
+A "Basepull" process is a common pattern where an application needs to perform some action on all new (or updated) records from a particular data source.
+To implement this pattern, one needs to store the timestamp of when the action runs, then query the source for records where a date-time field is after that timestamp.
+
+QQQ helps facilitate this pattern by automatically retrieving and updating that timestamp field, and by building a default query filter based on that timestamp.
+
+This is done by adding a `BasepullConfiguration` object to a process's meta-data.
+
+*BasepullConfiguration Properties:*
+
+* `tableName` - *String, Required* - Name of a {link-table} in the QQQ Instance where the basepull timestamps are stored.
+* `keyField` - *String, Required* - Name of a {link-field} in the basepull table that stores a unique identifier for the process.
+* `keyValue` - *String* - Optional value to be stored in the `keyField` of the basepull table as the unique identifier for the process.
+If not set, then the process's `name` is used.
+* `lastRunTimeFieldName` - *String, Required* - Name of a {link-field} in the basepull table that stores the last-run time for the process.
+* `hoursBackForInitialTimestamp` - *Integer* - Optional number of hours to go back in time (from `now`) for the first time that the process is executed (i.e., if there is no timestamp stored in the basepull table).
+* `timestampField` - *String, Required* - Name of a {link-field} in the table being queried against the last-run timestamp.
+
+==== QScheduleMetaData
+
+QQQ can automatically run processes using an internal scheduler, if they are configured with a `QScheduleMetaData` object.
+
+*QScheduleMetaData Properties*
+
+* `repeatSeconds` - *Integer, Conditional* - How often the process should be executed, in seconds.
+* `repeatMillis` - *Integer, Conditional* - How often the process should be executed, in milliseconds.
+Mutually exclusive with `repeatSeconds`.
+* `initialDelaySeconds` - *Integer, Conditional* - How long between when the scheduler starts and the process should first run, in seconds.
+* `initialDelayMillis` - *Integer, Conditional* - How long between when the scheduler starts and the process should first run, in milliseconds.
+Mutually exclusive with `initialDelaySeconds`.
+* `variantRunStrategory` - *enum, Conditional* - For processes than run against {link-tables} that use a {link-backend} with Variants enabled, this property controls if the various instances of the process should run in `PARALLEL` or in `SERIAL`.
+* `variantBackend` - *enum, Conditional* - For processes than run against {link-tables} that use a {link-backend} with Variants enabled, this property specifies the name of the {link-backend}.
+
+==== StreamedETLWithFrontendProcess
+
+A common pattern for QQQ processes to exhibit is called the "Streamed ETL With Frontend" process pattern.
+This pattern is to do an "Extract, Transform, Load" job on a potentially large set of records.
+
+The records are Streamed through the process's steps, meaning, QQQ runs multiple threads - a producer, which is selecting records, and a consumer, which is processing records.
+As such, in general, an unlimited number of records can be processed by a process, without worrying about exhausting server resources (e.g., OutOfMemory).
+
+These processes also have a standard user-interface for displaying a summary of what the process will do (and has done), with a small number of records as a preview.
+The goal of the summary is to give the user the big-picture of what the process will do (e.g., X records will be inserted; Y records will be updated), along with a small view of some details on the records that will be stored (e.g., on record A field B will be set to C).
+
+This type of process uses 3 backend steps, and 2 frontend steps, as follows:
+
+* *preview* (backend) - does just a little work (limited # of rows), to give the user a preview of what the final result will be - e.g., some data to seed the review screen.
+* *review* (frontend) - a review screen, which after the preview step does not have a full process summary, but can generally tell the user how many records are input to the process, and can show a preview of a small number of the records.
+* *validate* (backend) - optionally (per input on review screen), does like the preview step, but does it for all records from the extract step.
+* *review* (frontend) - a second view of the review screen, if the validate step was executed.
+Now that the full validation was performed, a full process summary can be shown, along with a some preview records.
+* *execute* (backend) - processes all the rows - does all the work - stores data in the backend.
+* *result* (frontend) - a result screen, showing a "past-tense" version of the process summary.
+
+These backend steps are defined within QQQ, meaning they themselves do not execute any application-defined custom code.
+Instead, these steps use the following secondary <<QBackendStepMetaData,backend steps>>:
+
+* *Extract* - Fetch the rows to be processed.
+Used by preview (but only for a limited number of rows), validate (without limit), and execute (without limit).
+* *Transform* - Do whatever transformation is needed to the rows.
+Done on preview, validate, and execute.
+Always works with a page of records at a time.
+Since it is called on the preview & validate steps, it should *NOT* ever store any data (unless it does a specific check to confirm that it is being used on an *execute* step).
+* *Load* - Store the records into the backend, as appropriate.
+Only called by the execute step.
+Always works with a page of records at a time.
+
+The meta-data for a `StreamedETLWithFrontendProcess` uses several input fields on its steps.
+As such, it can be somewhat clumsy and error-prone to fully define a `StreamedETLWithFrontendProcess`.
+To improve this programmer-interface, an inner `Builder` class exists within `StreamedETLWithFrontendProcess` (generated by a call to `StreamedETLWithFrontendProcess.processMetaDataBuilder()`).
+
+*StreamedETLWithFrontendProcess.Builder methods:*
+
+* `withName(String name) - Set the name for the process.
+* `withLabel(String label) - Set the label for the process.
+* `withIcon(QIcon icon)` - Set an {link-icon} to be display with the process in the UI.
+* `withExtractStepClass(Class<? extends AbstractExtractStep>)` - Define the Extract step for the process.
+If no special extraction logic is needed, `ExtractViaQuery.class` is often a reasonable default.
+In other cases, `ExtractViaQuery` can be a reasonable class to extend for a custom extract step.
+* `withTransformStepClass(Class<? extends AbstractTransformStep>)` - Define the Transform step for the process.
+If no transformation logic is needed, `NoopTransformStep.class` can be used (though this is not very common).
+* `withLoadStepClass(Class<? extends AbstractLoadStep>)` - Define the Load step for the process.
+Several standard implementations exist, such as: `LoadViaInsertStep.class`, `LoadViaUpdateStep.class`, and `LoadViaDeleteStep.class`.
+* `withTableName(String tableName)` - Specify the name of the {link-table} that the process should be associated with in the UI.
+* `withSourceTable(String sourceTable)` - Specify the name of the {link-table} to be used as the source of records for the process.
+* `withDestinationTable(String destinationTable)` - Specify the name of the {link-table} to be used as the destination for records from the process.
+* `withSupportsFullValidation(Boolean supportsFullValidation)` - By default, all StreamedETLWithFrontendProcesses do allow the user to choose to run the full validation step.
+However, in case cases it may not make sense to do so - so this method can be used to turn off that option.
+* `withDoFullValidation(Boolean doFullValidation)` - By default, all StreamedETLWithFrontendProcesses will prompt the user if they want to run the full validation step or not.
+However, in case cases you may want to enforce that the validation step always be executed.
+Calling this method will remove the option from the user, and always run a full validation.
+* `withTransactionLevelAutoCommit()`, `withTransactionLevelPage()`, and `withTransactionLevelProcess()` - Change the transaction-level used by the process.
+By default, these processes are ran with a single transaction for all pages of their execute step.
+But for some cases, doing page-level transactions can reduce long-transactions and locking within the system.
+* `withPreviewMessage(String previewMessage)` - Sets the message shown on the validation review screen(s) above the preview records.
+* `withReviewStepRecordFields(List<QFieldMetaData> fieldList)` -
+* `withFields(List<QFieldMetaData> fieldList)` - Adds additional input fields to the preview step of the process.
+* `withBasepullConfiguration(BasepullConfiguration basepullConfiguration)` - Add a <<BasepullConfiguration>> to the process.
+* `withSchedule(QScheduleMetaData schedule)` - Add a <<QScheduleMetaData>> to the process.
diff --git a/docs/metaData/Reports.adoc b/docs/metaData/Reports.adoc
index 5fdc8db5..26944e33 100644
--- a/docs/metaData/Reports.adoc
+++ b/docs/metaData/Reports.adoc
@@ -1,4 +1,5 @@
-== QQQ Reports
+[#Reports]
+== Reports
 include::../variables.adoc[]
 
 QQQ can generate reports based on {link-tables} defined within a QQQ Instance.
diff --git a/docs/metaData/SecurtiyKeyTypes.adoc b/docs/metaData/SecurtiyKeyTypes.adoc
new file mode 100644
index 00000000..23c4d8f3
--- /dev/null
+++ b/docs/metaData/SecurtiyKeyTypes.adoc
@@ -0,0 +1,80 @@
+[#SecurityKeyTypes]
+== Security Key Types
+include::../variables.adoc[]
+
+In QQQ, record-level security is provided by using a lock & key metaphor.
+
+The use-case being handled here is:
+
+* A user has full permission on a table (query, insert, update, and delete).
+* However, they should only be allowed to read a sub-set of the rows in the table.
+** e.g., maybe it's a multi-tenant system, or the table has user-specific records.
+
+The lock & key metaphor is realized by the user being associated with one or more "Keys"
+(as values in their session), and records in tables being associated with one or more "Locks"
+(as values in fields).
+A user is only allowed to access records where the user's key(s) match the record's security lock(s).
+
+For a practical example, picture a multi-tenant Order Management System,where all orders are assigned to a "client".
+Users (customers) should only be able to see orders associated with the client which that user works for.
+
+In this scenario, the `order` table would have a "lock" on its `clientId` field.
+Customer-users would have a `clientId` key in their session.
+When the QQQ backend did a search for records (e.g., an SQL query) it would implicitly
+(without any code being written by the application developer) filter the table to only
+allow the user to see records with their `clientId`.
+
+To implement this scenario, the application would define the following pieces of meta-data:
+
+* At the QQQ-Instance level, a `SecurityKeyType`,
+to define a domain of possible locks & keys within an application.
+** An application can define multiple Security Key Types.
+For example, maybe `clientId` and `userId` as key types.
+* At the per-table level, a `RecordSecurityLock`,
+which references a security key type, and how that key type should be applied to the table.
+** For example, what field stores the `clientId` value in the `order` table.
+* Finally, when a user's session is constructed via a QQQ Authentication provider,
+security key values are set, based on data from the authentication backend.
+
+=== Additional Scenarios
+
+==== All Access Key
+A "super-user" may be allowed to access all records in a table regardless of their record locks,
+if the Security Key Type specifies an `allAccessKeyName`,
+and if the user has a key in their session with that key name, and a value of `true`.
+Going back to the lock & key metaphor, this can be thought of as a "skeleton key",
+that can unlock any record lock (of the security key's type).
+
+==== Null Value Behaviors
+In a record security lock, different behaviors can be defined for handling rows with a null key value.
+
+For example:
+
+* Sometimes orders may be loaded into the OMS system described above, where the application doesn't yet know what client the order belongs to.
+In this case, the application may need to ensure that such records, with a `null` value in `clientId` are hidden from customer-users,
+to avoid potentially leaking a different client's data.
+** This can be accomplished with a record security lock on the `order` table, with a `nullValueBehavior` of `DENY`.
+** Furthermore, if internal/admin users _should_ be given access to such records, then the security key type can be
+configured with a `nullValueBehaviorKeyName` (e.g., `"clientIdNullValueBehavior"`), which can be set per-user to allow
+access to records, overriding the table lock's specified `nullValueBehavior`.
+*** This could also be done by giving internal/admin users an `allAccessKey`, but sometimes that is not what is required.
+
+* Maybe a warehouse locations table is assigned a `clientId` once inventory for a client is placed in the location,
+at which point in time, only the client's users should be allowed to see the record.
+But, if no client has been assigned to the location, and `clientId` is `null`,
+then you may want to allow any user to see such records.
+** This can be accomplished with a record security lock on the Warehouse Locations table, with a `nullValueBehavior` of `ALLOW`.
+
+=== QSecurityKeyType
+A Security Key Type is defined in a QQQ Instance in a `*QSecurityKeyType*` object.
+
+*QSecurityKeyType Properties:*
+
+* `name` - *String, Required* - Unique name for this security key type within the QQQ Instance.
+* `allAccessKeyName` - *String* - Optional name of the all-access security key associated with this key type.
+* `nullValueBehaviorKeyName` - *String* - Optional name of the null-value-behavior overriding security key associated with this key type.
+** Note, `name`, `allAccessKeyName`, and `nullValueBehaviorKeyName` are all checked against each other for uniqueness.
+A `QInstanceValidationException` will be thrown if any name collisions occur.
+* `possibleValueSourceName` - *String* - Optional reference to a possible value source from which value for the key can come.
+
+
diff --git a/docs/metaData/Tables.adoc b/docs/metaData/Tables.adoc
index 644b086d..2268ce50 100644
--- a/docs/metaData/Tables.adoc
+++ b/docs/metaData/Tables.adoc
@@ -1,15 +1,16 @@
-== QQQ Tables
+[#Tables]
+== Tables
 include::../variables.adoc[]
 
-The core type of object in a QQQ Instance is the Table.
+One of the most common types of object in a QQQ Instance is the Table.
 In the most common use-case, a QQQ Table may be the in-app representation of a Database table.
 That is, it is a collection of records (or rows) of data, each of which has a set of fields (or columns).
 
-QQQ also allows other types of data sources ({link-backends}) to be used as tables, such as File systems, API's, Java enums or objects, etc.
+QQQ also allows other types of data sources ({link-backends}) to be used as tables, such as File systems, API's, etc.
 All of these backend types present the same interfaces (both user-interfaces, and application programming interfaces), regardless of their backend type.
 
 === QTableMetaData
-Tables are defined in a QQQ Instance in a `*QTableMetaData*` object.
+Tables are defined in a QQQ Instance in `*QTableMetaData*` objects.
 All tables must reference a {link-backend}, a list of fields that define the shape of records in the table, and additional data to describe how to work with the table within its backend.
 
 *QTableMetaData Properties:*
@@ -19,14 +20,37 @@ All tables must reference a {link-backend}, a list of fields that define the sha
 Inferred from `name` if not set.
 * `backendName` - *String, Required* - Name of a {link-backend} in which this table's data is managed.
 * `fields` - *Map of String → {link-field}, Required* - The columns of data that make up all records in this table.
-* `primaryKeyField` - *String, Conditional* - Name of a {link-field} that serves as the primary key (e.g., unique identifier) for records in this table.
-* `uniqueKeys` - *List of UniqueKey* - Definition of additional unique constraints (from an RDBMS point of view) from the table.
+* `primaryKeyField` - *String, Conditional* - Name of a {link-field} that serves as the primary key (unique identifier) for records in this table.
+** Whether a primary key field is required or not depends on the backend type that the table belongs to.
+* `uniqueKeys` - *List of UniqueKey* - Definition of additional unique keys or constraints (from an RDBMS point of view) from the table.
 e.g., sets of columns which must have unique values for each record in the table.
+The properties of the `UniqueKey` object are:
+** `fieldNames` - *List of String, Required* - List of field names from this table.
+** `label` - *String* - Optional label to be shown to users with error messages (e.g., for violation of this unique key).
 * `backendDetails` - *QTableBackendDetails or subclass* - Additional data to configure the table within its {link-backend}.
-* `automationDetails` - *QTableAutomationDetails* - Configuration of automated jobs that run against records in the table, e.g., upon insert or update.
+** For example, for an RDBMS-type backend, the name of the table within the database.
+** vs. a FileSystem backend, this may be the sub-path where files for the table are stored.
+** #todo - details on these#
+* `automationDetails` - *<<QTableAutomationDetails>>* - Configuration of automated jobs that run against records in the table, e.g., upon insert or update.
 * `customizers` - *Map of String → QCodeReference* - References to custom code that are injected into standard table actions, that allow applications to customize certain parts of how the table works.
+** Allowed values for keys in this map come from the `role` property of the `TableCustomizers` enum.
+** Based on the key in this map, the `QCodeReference` used as the value must be of the appropriate java type, as specified in the `expectedType` property of the `TableCustomizers` enum value corresponding to the key.
+** Example:
+
+[source,java]
+----
+// in defining a QTableMetaData, a customizer can be added as:
+.withCustomizer(TableCustomizers.PRE_INSERT_RECORD, new QCodeReference(MyPreInsCustomizer.class))
+
+// where MyPreInsCustomizer would be defined as:
+public class MyPreInsCustomizer extends AbstractPreInsertCustomizer
+----
+
+
+* `isHidden` - *Boolean, default false* - Option to hide the table from all User Interfaces.
 * `parentAppName` - *String* - Name of a {link-app} that this table exists within.
-* `icon` - *QIcon* - Icon associated with this table in certain user interfaces.
+** This field generally does not need to be set on the table when it is defined, but rather, is set when the table gets placed within an app.
+* `icon` - *QIcon* - Icon associated with this table in certain user interfaces.  See {link-icons}.
 * `recordLabelFormat` - *String* - Java Format String, used with `recordLabelFields` to produce a label shown for records from the table.
 * `recordLabelFields` - *List of String, Conditional* - Used with `recordLabelFormat` to provide values for any format specifiers in the format string.
 These strings must be field names within the table.
@@ -42,8 +66,219 @@ new QFieldMetaData("birthDate", QFieldType.DATE)
 .withRecordLabelFormat("%s (%s)")
 .withRecordLabelFields(List.of("name", "birthDate"))
 ----
-* `sections` - *List of QFieldSection* - Mechanism to organize fields within user interfaces, into logical sections.
+
+* `sections` - *List of <<QFieldSection>>* - Mechanism to organize fields within user interfaces, into logical sections.
 If any sections are present in the table meta data, then all fields in the table must be listed in exactly 1 section.
 If no sections are defined, then instance enrichment will define default sections.
-* `associatedScripts` - *List of AssociatedScript* - Definition of user-defined scripts that can be associated with records within the table.
+* `associatedScripts` - *List of <<AssociatedScript>>* - Definition of user-defined scripts that can be associated with records within the table.
 * `enabledCapabilities` and `disabledCapabilities` - *Set of Capability enum values* - Overrides from the backend level, for capabilities that this table does or does not possess.
+* `associations` - *List of <<Association>>* - tables whose records can be managed along with records from this table.  See below for details.
+* `recordSecurityLocks` - *List of <<RecordSecurityLock>>* - locks that apply to records in the table - e.g., to control what users can or cannot access records in the table.
+See RecordSecurityLock below for details.
+* `permissionRules` - *QPermissionRules object* - define the permission/access rules for the table.
+See {link-permissionRules} for details.
+* `auditRules` - *<<QAuditRules>> object* - define the audit rules for the table.
+See QAuditRules below for details.
+* `cacheOf` - *<<CacheOf>> object* - specify that this table serves as a "cache of" another table.
+See CacheOf object below for details.
+* `exposedJoins` - *List of <<ExposedJoin>> objects* - optional list of joined tables that are to be exposed in User Interfaces.
+See ExposedJoin object below for details.
+
+#todo: supplementalMetaData (API)#
+
+
+==== QFieldSection
+When users view records from a QQQ Table in a UI, fields are organized on the screen based on the `QFieldSection` objects in the table's meta-data.
+
+*QFieldSection Properties:*
+
+* `name` - *String, Required* - unique identifier for the section within its table.
+* `label` - *String* - User-facing label for the section, presented in User Interfaces.
+Inferred from `name` if not set.
+* `tier` - *enum* - importance of the fields in section for the table.
+Different tiers may be presented differently in UI's.
+Only a single `T1` section is allowed per-table.  Possible values are: `T1`, `T2`, and `T3`.
+* `icon` - *QIcon* - Icon associated with this section in certain user interfaces.  See {link-icons}.
+* `isHidden` - *Boolean, default false* - Option to hide the table from all User Interfaces.
+* `gridColumns` - *Integer* - Option to specify how many columns in a grid layout the section should use.
+For the Material-Dashboard frontend, this is a grid of 12.
+* `fieldNames` - *List of String, Conditional* - List of names of {link-fields} from this table to be included in this section.
+* `widgetName` - *String, Conditional* - Name of a {link-widget} to be displayed in this section.
+** Note that exactly one of `fieldNames` or `widgetName` must be used.
+
+==== QTableAutomationDetails
+Records in QQQ can have application-defined custom actions automatically asynchronously executed against them after they are inserted or updated.
+The configuration to enable this functionality is assigned to a table in a `QTableAutomationDetails` object.
+
+*QTableAutomationDetails Properties:*
+
+* `statusTracking` - *AutomationStatusTracking object, Required* - define how QQQ should keep track, per record, its status (e.g., pending-insert-automations, running-update-automations, etc).
+Properties of `AutomationStatusTracking` object are:
+** `type` - *enum, Required* - what type of tracking is used for the table.
+Possible values are:
+*** `FIELD_IN_TABLE` - specifies that the table has a field which stores an `AutomationStatus` id.
+*** _Additional types may be defined in the future, such as ONE_TO_ONE_TABLE or SHARED_TABLE._
+** `fieldName` - *String, Conditional* - for `type=FIELD_IN_TABLE`, this property specifies the name of the {link-field} in the table that stores the `AutomationStatus` id.
+* `providerName` - *String, Required* - name of an Automation Provider within the QQQ Instance, which is responsible for running the automations on this table.
+* `overrideBatchSize` - *Integer* - optional control over how many records from the table are processed in a single batch/page.
+For tables with "slow" actions (e.g., one that may need to make an API call per-record), using a smaller batch size (say, 50) may be required to avoid timeout errors.
+* `actions` - *List of TableAutomationAction* - list of the actions to perform on new and updated records in the table.
+Properties are:
+** `name` - *String, Required* - unique identifier for the action within its table.
+** `triggerEvent` - *enum, Required* - indicate which event type (`POST_INSERT`, `POST_UPDATE`, or `PRE_DELETE` (which is not yet implemented)) the action applies to.
+** `priority` - *Integer, default 500* - mechanism to control the order in which actions on a table are executed, if there are more than one.
+Actions with a smaller value for `priority` are executed first.  Ties are broken in an undefined manner.
+** `filter` - *QQueryFilter* - optional filter that gets applied to records when they match the `triggerEvent`, to control which records have the action ran against them.
+** `includeRecordAssociations` - *Boolean, default false* - for tables that have associations, control whether or not a record's associated records are loaded when records are fetched and passed into the action's custom code.
+** `values` - *Map of String → Serializable* - optional application-defined map of name=value pairs that can be passed into the action's custom code.
+** `processName` - *String, Conditional* - name of a {link-processes} in the QQQ Instance which is executed as the custom-code of the action.
+** `codeReference` - *QCodeReference, Conditional* - reference to a class that extends `RecordAutomationHandler`, to be executed as the custom-code of the action.
+*** Note, exactly one of `processName` or `codeReference` must be provided.
+
+
+
+==== Association
+An `Association` is a way to define a relationship between tables, that facilitates, for example, a parent record having a list of its child records included in it when it is returned from a Query.
+Similarly, associated records can automatically be inserted/updated/deleted if they are included in a parent record when it is stored.
+
+*Association Properties:*
+
+* `name` - *String, Required* - unique name for the association within this table.
+Used as the key in the `associatedRecords` map within `QRecord` objects for this table.
+* `associatedTableName` - *String, Required* - name of a {link-table}, which is the associated table.
+* `joinName` - *String, Required* - name of a {link-join} in the instance, which defines how the tables are joined.
+
+
+
+==== RecordSecurityLock
+A `RecordSecurityLock` is the mechanism through which users can be allowed or denied access to read and/or write records, based on values in the record, and values in the user's session.
+Record security locks must correspond to a {link-securityKeyType}.
+
+For example:
+
+* An instance may have a security key type called `clientId`.
+* Users may have 1 or more `clientId` values in their Session, or, they may have an "All Clients" key in their session (e.g., for internal/admin users).
+* For some tables, it may be required to limit visibility to records based on a user's `clientId` key.
+To do this. a *RecordSecurityLock* would be applied to the table, specifying the `clientId` field corresponds to the `clientId` security key.
+* With these settings in place, QQQ will prevent users from viewing records from this table that do not have a matching key, and will similarly prevent users from writing records with an invalid key value.
+** For example, in an RDBMS backend, all `SELECT` statements generated against such a table will have an implicit filter, such as `AND client_id = ?` based on the user's security key values.
+
+*RecordSecurityLock Properties:*
+
+* `securityKeyType` - *String, Required* - name of a {link-securityKeyType} in the Instance.
+* `fieldName` - *String, Required* - name of a {link-field} in this table (or a joined table, if `joinNameChain` is set), where the value for the lock is stored.
+* `joinNameChain` - *List of String* - if the lock value is not stored in this table, but rather comes from a joined table, then this property defines the path of joins from this table to the table with the lock field.
+* `nullValueBehavior` - *enum, default: DENY* - control how records with a `null` value in the lock field should behave.
+Possible values are:
+** `DENY` - deny all users access to a record with a `null` value in the lock field (unless the user has an all-access key - see {link-securityKeyType})
+** `ALLOW` - allow all users access to a record with a `null` value in the lock field.
+** `ALLOW_WRITE_ONLY` - allow all users to write records with `null` in the lock field, but deny reads on records with `null` in the lock field (also excepted by all-access keys).
+* `lockScope` - *enum, default: READ_AND_WRITE* - control what types of operations the lock applies to.
+Possible values are:
+** `READ_AND_WRITE` - control both reading and writing records based on the user having an appropriate security key.
+** `WRITE` - allow all users to read the record, but limit writes to users with an appropriate security key.
+
+
+
+==== QAuditRules
+The audit rules on a table define the level of detail that is automatically stored in the audit table (if any) for DML actions (Insert, Update, Delete).
+
+*QAuditRules Properties:*
+
+* `auditLevel` - *enum, Required* - level of details that are audited.
+Possible values are:
+** `NONE` - no automatic audits are stored for the table.
+** `RECORD` - only record-level audits are stored for the table (e.g., a message such as "record was edited", but without field-level details)
+** `FIELD` - full field-level audits are stored (e.g., including all old & new values as audit details).
+
+
+
+==== CacheOf
+One QQQ Table can be defined as a "cache of" another QQQ Table by assigning a `CacheOf` object to the table which will function as the cache.
+_Note, at this time, only limited use-cases are supported._
+
+*CacheOf Properties:*
+
+* `sourceTable` - *String, Required* - name of the other QQQ Table that is the source of data in this cache.
+* `expirationSeconds` - *Integer* - optional number of seconds that a cached record is allowed to exist before it is considered expired, and must be re-fetched from the source table.
+* `cachedDateFieldName` - *String, Conditional* - used with `expirationSeconds` to define the field in this table that is used for storing the timestamp for when the record was cached.
+* `useCases` - *List of CacheUseCase* - what caching use-cases are to be implemented.
+
+Properties of *CacheUseCase* are:
+
+* `type` - *Enum, Required* - the type of use-case.  Possible values are:
+** `PRIMARY_KEY_TO_PRIMARY_KEY` - the primary key in the cache table equals the primary key in the source table.
+** `UNIQUE_KEY_TO_PRIMARY_KEY` - a unique key in the cache table equals the primary key in the source table.
+** `UNIQUE_KEY_TO_UNIQUE_KEY` - a unique key in the cache table equals a unique key in the source table.
+* `cacheSourceMisses` - *Boolean, default false* - whether or not, if a "miss" happens in the source, if that fact gets cached.
+* `cacheUniqueKey` - *UniqueKey, conditional* - define the fields in the cache table that define the unique key being used as the cache key.
+* `sourceUniqueKey` - *UniqueKey, conditional* - define the fields in the source table that define the unique key being used as the cache key.
+* `doCopySourcePrimaryKeyToCache` - *Boolean, default false* - specify whether or not the value of the primary key in the source table should be copied into records built in the cache table.
+* `excludeRecordsMatching` - *List of QQueryFilter* - optional filter to be applied to records before they are cached.
+If a record matches the filter, then it will not be cached.
+
+
+==== ExposedJoin
+Query screens in QQQ applications can potentially allow users to both display fields from joined tables, and filter by fields from joined tables, for any {link-join} explicitly defined as an *Exposed Join*.
+
+_The reasoning why not all joins are implicitly exposed is that in many applications, the full join-graph can sometimes be overwhelming, surprisingly broad, and not necessarily practically useful.
+This could be subject to change in the future, e.g., given a UI that allowed users to more explicitly add additional join tables..._
+
+*ExposedJoin Properties:*
+
+* `label` - *String, Required* - how the joined table should be presented in the UI.
+* `joinTable` - *String, Required* - name of the QQQ Table that is joined to this table, and is being exposed as a join in the UI.
+* `joinPath` - *List of String, Required* - names of 1 or more QQQ Joins that describe how to get from this table to the join table.
+
+
+
+==== AssociatedScript
+A QQQ Table can have end-user defined Script records associated with individual records in the table by use of the `associatedScripts` property of the table's meta-data.
+
+The "types" of these scripts (e.g., how they are used in an application) are wholly application-designed & managed.
+QQQ provides the mechanism for UI's to present and manage such scripts (e.g., the *Developer Mode* screen in the Material Dashboard), as well as an interface to load & execute such scripts `RunAssociatedScriptAction`).
+
+*AssociatedScript Properties:*
+
+* `fieldName` - *String, Required* - name of a {link-field} in the table which stores the id of the associated script record.
+* `scriptTypeId` - *Serializable (typically Integer), Required* - primary key value from the `"scriptType"` table in the instance, to designate the type of the Script.
+* `scriptTester` - *QCodeReference* - reference to a class which implements `TestScriptActionInterface`, that can be used by UI's for running an associated script to test it.
+
+
+
+=== Supplemental Meta Data
+==== QQQ Frontend Material Dashboard
+When running a QQQ application with the QQQ Frontend Material Dashboard module (QFMD),
+there are various pieces of supplemental meta-data which can be assigned to a Table,
+to modify some behaviors for the table in this UI.
+
+===== Default Quick Filter Field Names
+QFMD's table query has a "Basic" mode, which will always display a subset of the table's fields as quick-access filters.
+By default, the "Tier 1" fields on a table (e.g., fields in a Section that is marked as T1) will be used for this purpose.
+
+However, you can customize which fields are shown as the default quick-filter fields, by providing a list of field names in a
+`MaterialDashboardTableMetaData` object, placed in the table's `supplementalMetaData`.
+
+[source,java]
+----
+table.withSupplementalMetaData(new MaterialDashboardTableMetaData()
+    .withDefaultQuickFilterFieldNames(List.of("id", "warehouseId", "statusId", "orderDate")));
+----
+
+===== Go To Field Names
+QFMD has a feature where a table's query screen can include a "Go To" button,
+which a user can hit to open a modal popup, into which the user can enter a record's identifier,
+to be brought directly to the record matching that identifier.
+
+To use this feature, the table must have a List of `GotoFieldNames` set in its
+`MaterialDashboardTableMetaData` object in the table's `supplementalMetaData`.
+
+Each entry in this list is actually a list of fields, e.g., to account for a multi-value unique-key.
+
+[source,java]
+----
+table.withSupplementalMetaData(new MaterialDashboardTableMetaData()
+    .withGotoFieldNames(List.of(
+        List.of("id"),
+        List.of("partnerName", "partnerOrderId"))));
+----
diff --git a/docs/metaData/Tables.html b/docs/metaData/Tables.html
deleted file mode 100644
index 2eeb946d..00000000
--- a/docs/metaData/Tables.html
+++ /dev/null
@@ -1,553 +0,0 @@
-<!DOCTYPE html>
-<html lang="en">
-<head>
-<meta charset="UTF-8">
-<meta http-equiv="X-UA-Compatible" content="IE=edge">
-<meta name="viewport" content="width=device-width, initial-scale=1.0">
-<meta name="generator" content="Asciidoctor 2.0.18">
-<title>QQQ Tables</title>
-<link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Open+Sans:300,300italic,400,400italic,600,600italic%7CNoto+Serif:400,400italic,700,700italic%7CDroid+Sans+Mono:400,700">
-<style>
-/*! Asciidoctor default stylesheet | MIT License | https://asciidoctor.org */
-/* Uncomment the following line when using as a custom stylesheet */
-/* @import "https://fonts.googleapis.com/css?family=Open+Sans:300,300italic,400,400italic,600,600italic%7CNoto+Serif:400,400italic,700,700italic%7CDroid+Sans+Mono:400,700"; */
-html{font-family:sans-serif;-webkit-text-size-adjust:100%}
-a{background:none}
-a:focus{outline:thin dotted}
-a:active,a:hover{outline:0}
-h1{font-size:2em;margin:.67em 0}
-b,strong{font-weight:bold}
-abbr{font-size:.9em}
-abbr[title]{cursor:help;border-bottom:1px dotted #dddddf;text-decoration:none}
-dfn{font-style:italic}
-hr{height:0}
-mark{background:#ff0;color:#000}
-code,kbd,pre,samp{font-family:monospace;font-size:1em}
-pre{white-space:pre-wrap}
-q{quotes:"\201C" "\201D" "\2018" "\2019"}
-small{font-size:80%}
-sub,sup{font-size:75%;line-height:0;position:relative;vertical-align:baseline}
-sup{top:-.5em}
-sub{bottom:-.25em}
-img{border:0}
-svg:not(:root){overflow:hidden}
-figure{margin:0}
-audio,video{display:inline-block}
-audio:not([controls]){display:none;height:0}
-fieldset{border:1px solid silver;margin:0 2px;padding:.35em .625em .75em}
-legend{border:0;padding:0}
-button,input,select,textarea{font-family:inherit;font-size:100%;margin:0}
-button,input{line-height:normal}
-button,select{text-transform:none}
-button,html input[type=button],input[type=reset],input[type=submit]{-webkit-appearance:button;cursor:pointer}
-button[disabled],html input[disabled]{cursor:default}
-input[type=checkbox],input[type=radio]{padding:0}
-button::-moz-focus-inner,input::-moz-focus-inner{border:0;padding:0}
-textarea{overflow:auto;vertical-align:top}
-table{border-collapse:collapse;border-spacing:0}
-*,::before,::after{box-sizing:border-box}
-html,body{font-size:100%}
-body{background:#fff;color:rgba(0,0,0,.8);padding:0;margin:0;font-family:"Noto Serif","DejaVu Serif",serif;line-height:1;position:relative;cursor:auto;-moz-tab-size:4;-o-tab-size:4;tab-size:4;word-wrap:anywhere;-moz-osx-font-smoothing:grayscale;-webkit-font-smoothing:antialiased}
-a:hover{cursor:pointer}
-img,object,embed{max-width:100%;height:auto}
-object,embed{height:100%}
-img{-ms-interpolation-mode:bicubic}
-.left{float:left!important}
-.right{float:right!important}
-.text-left{text-align:left!important}
-.text-right{text-align:right!important}
-.text-center{text-align:center!important}
-.text-justify{text-align:justify!important}
-.hide{display:none}
-img,object,svg{display:inline-block;vertical-align:middle}
-textarea{height:auto;min-height:50px}
-select{width:100%}
-.subheader,.admonitionblock td.content>.title,.audioblock>.title,.exampleblock>.title,.imageblock>.title,.listingblock>.title,.literalblock>.title,.stemblock>.title,.openblock>.title,.paragraph>.title,.quoteblock>.title,table.tableblock>.title,.verseblock>.title,.videoblock>.title,.dlist>.title,.olist>.title,.ulist>.title,.qlist>.title,.hdlist>.title{line-height:1.45;color:#7a2518;font-weight:400;margin-top:0;margin-bottom:.25em}
-div,dl,dt,dd,ul,ol,li,h1,h2,h3,#toctitle,.sidebarblock>.content>.title,h4,h5,h6,pre,form,p,blockquote,th,td{margin:0;padding:0}
-a{color:#2156a5;text-decoration:underline;line-height:inherit}
-a:hover,a:focus{color:#1d4b8f}
-a img{border:0}
-p{line-height:1.6;margin-bottom:1.25em;text-rendering:optimizeLegibility}
-p aside{font-size:.875em;line-height:1.35;font-style:italic}
-h1,h2,h3,#toctitle,.sidebarblock>.content>.title,h4,h5,h6{font-family:"Open Sans","DejaVu Sans",sans-serif;font-weight:300;font-style:normal;color:#ba3925;text-rendering:optimizeLegibility;margin-top:1em;margin-bottom:.5em;line-height:1.0125em}
-h1 small,h2 small,h3 small,#toctitle small,.sidebarblock>.content>.title small,h4 small,h5 small,h6 small{font-size:60%;color:#e99b8f;line-height:0}
-h1{font-size:2.125em}
-h2{font-size:1.6875em}
-h3,#toctitle,.sidebarblock>.content>.title{font-size:1.375em}
-h4,h5{font-size:1.125em}
-h6{font-size:1em}
-hr{border:solid #dddddf;border-width:1px 0 0;clear:both;margin:1.25em 0 1.1875em}
-em,i{font-style:italic;line-height:inherit}
-strong,b{font-weight:bold;line-height:inherit}
-small{font-size:60%;line-height:inherit}
-code{font-family:"Droid Sans Mono","DejaVu Sans Mono",monospace;font-weight:400;color:rgba(0,0,0,.9)}
-ul,ol,dl{line-height:1.6;margin-bottom:1.25em;list-style-position:outside;font-family:inherit}
-ul,ol{margin-left:1.5em}
-ul li ul,ul li ol{margin-left:1.25em;margin-bottom:0}
-ul.circle{list-style-type:circle}
-ul.disc{list-style-type:disc}
-ul.square{list-style-type:square}
-ul.circle ul:not([class]),ul.disc ul:not([class]),ul.square ul:not([class]){list-style:inherit}
-ol li ul,ol li ol{margin-left:1.25em;margin-bottom:0}
-dl dt{margin-bottom:.3125em;font-weight:bold}
-dl dd{margin-bottom:1.25em}
-blockquote{margin:0 0 1.25em;padding:.5625em 1.25em 0 1.1875em;border-left:1px solid #ddd}
-blockquote,blockquote p{line-height:1.6;color:rgba(0,0,0,.85)}
-@media screen and (min-width:768px){h1,h2,h3,#toctitle,.sidebarblock>.content>.title,h4,h5,h6{line-height:1.2}
-h1{font-size:2.75em}
-h2{font-size:2.3125em}
-h3,#toctitle,.sidebarblock>.content>.title{font-size:1.6875em}
-h4{font-size:1.4375em}}
-table{background:#fff;margin-bottom:1.25em;border:1px solid #dedede;word-wrap:normal}
-table thead,table tfoot{background:#f7f8f7}
-table thead tr th,table thead tr td,table tfoot tr th,table tfoot tr td{padding:.5em .625em .625em;font-size:inherit;color:rgba(0,0,0,.8);text-align:left}
-table tr th,table tr td{padding:.5625em .625em;font-size:inherit;color:rgba(0,0,0,.8)}
-table tr.even,table tr.alt{background:#f8f8f7}
-table thead tr th,table tfoot tr th,table tbody tr td,table tr td,table tfoot tr td{line-height:1.6}
-h1,h2,h3,#toctitle,.sidebarblock>.content>.title,h4,h5,h6{line-height:1.2;word-spacing:-.05em}
-h1 strong,h2 strong,h3 strong,#toctitle strong,.sidebarblock>.content>.title strong,h4 strong,h5 strong,h6 strong{font-weight:400}
-.center{margin-left:auto;margin-right:auto}
-.stretch{width:100%}
-.clearfix::before,.clearfix::after,.float-group::before,.float-group::after{content:" ";display:table}
-.clearfix::after,.float-group::after{clear:both}
-:not(pre).nobreak{word-wrap:normal}
-:not(pre).nowrap{white-space:nowrap}
-:not(pre).pre-wrap{white-space:pre-wrap}
-:not(pre):not([class^=L])>code{font-size:.9375em;font-style:normal!important;letter-spacing:0;padding:.1em .5ex;word-spacing:-.15em;background:#f7f7f8;border-radius:4px;line-height:1.45;text-rendering:optimizeSpeed}
-pre{color:rgba(0,0,0,.9);font-family:"Droid Sans Mono","DejaVu Sans Mono",monospace;line-height:1.45;text-rendering:optimizeSpeed}
-pre code,pre pre{color:inherit;font-size:inherit;line-height:inherit}
-pre>code{display:block}
-pre.nowrap,pre.nowrap pre{white-space:pre;word-wrap:normal}
-em em{font-style:normal}
-strong strong{font-weight:400}
-.keyseq{color:rgba(51,51,51,.8)}
-kbd{font-family:"Droid Sans Mono","DejaVu Sans Mono",monospace;display:inline-block;color:rgba(0,0,0,.8);font-size:.65em;line-height:1.45;background:#f7f7f7;border:1px solid #ccc;border-radius:3px;box-shadow:0 1px 0 rgba(0,0,0,.2),inset 0 0 0 .1em #fff;margin:0 .15em;padding:.2em .5em;vertical-align:middle;position:relative;top:-.1em;white-space:nowrap}
-.keyseq kbd:first-child{margin-left:0}
-.keyseq kbd:last-child{margin-right:0}
-.menuseq,.menuref{color:#000}
-.menuseq b:not(.caret),.menuref{font-weight:inherit}
-.menuseq{word-spacing:-.02em}
-.menuseq b.caret{font-size:1.25em;line-height:.8}
-.menuseq i.caret{font-weight:bold;text-align:center;width:.45em}
-b.button::before,b.button::after{position:relative;top:-1px;font-weight:400}
-b.button::before{content:"[";padding:0 3px 0 2px}
-b.button::after{content:"]";padding:0 2px 0 3px}
-p a>code:hover{color:rgba(0,0,0,.9)}
-#header,#content,#footnotes,#footer{width:100%;margin:0 auto;max-width:62.5em;*zoom:1;position:relative;padding-left:.9375em;padding-right:.9375em}
-#header::before,#header::after,#content::before,#content::after,#footnotes::before,#footnotes::after,#footer::before,#footer::after{content:" ";display:table}
-#header::after,#content::after,#footnotes::after,#footer::after{clear:both}
-#content{margin-top:1.25em}
-#content::before{content:none}
-#header>h1:first-child{color:rgba(0,0,0,.85);margin-top:2.25rem;margin-bottom:0}
-#header>h1:first-child+#toc{margin-top:8px;border-top:1px solid #dddddf}
-#header>h1:only-child,body.toc2 #header>h1:nth-last-child(2){border-bottom:1px solid #dddddf;padding-bottom:8px}
-#header .details{border-bottom:1px solid #dddddf;line-height:1.45;padding-top:.25em;padding-bottom:.25em;padding-left:.25em;color:rgba(0,0,0,.6);display:flex;flex-flow:row wrap}
-#header .details span:first-child{margin-left:-.125em}
-#header .details span.email a{color:rgba(0,0,0,.85)}
-#header .details br{display:none}
-#header .details br+span::before{content:"\00a0\2013\00a0"}
-#header .details br+span.author::before{content:"\00a0\22c5\00a0";color:rgba(0,0,0,.85)}
-#header .details br+span#revremark::before{content:"\00a0|\00a0"}
-#header #revnumber{text-transform:capitalize}
-#header #revnumber::after{content:"\00a0"}
-#content>h1:first-child:not([class]){color:rgba(0,0,0,.85);border-bottom:1px solid #dddddf;padding-bottom:8px;margin-top:0;padding-top:1rem;margin-bottom:1.25rem}
-#toc{border-bottom:1px solid #e7e7e9;padding-bottom:.5em}
-#toc>ul{margin-left:.125em}
-#toc ul.sectlevel0>li>a{font-style:italic}
-#toc ul.sectlevel0 ul.sectlevel1{margin:.5em 0}
-#toc ul{font-family:"Open Sans","DejaVu Sans",sans-serif;list-style-type:none}
-#toc li{line-height:1.3334;margin-top:.3334em}
-#toc a{text-decoration:none}
-#toc a:active{text-decoration:underline}
-#toctitle{color:#7a2518;font-size:1.2em}
-@media screen and (min-width:768px){#toctitle{font-size:1.375em}
-body.toc2{padding-left:15em;padding-right:0}
-#toc.toc2{margin-top:0!important;background:#f8f8f7;position:fixed;width:15em;left:0;top:0;border-right:1px solid #e7e7e9;border-top-width:0!important;border-bottom-width:0!important;z-index:1000;padding:1.25em 1em;height:100%;overflow:auto}
-#toc.toc2 #toctitle{margin-top:0;margin-bottom:.8rem;font-size:1.2em}
-#toc.toc2>ul{font-size:.9em;margin-bottom:0}
-#toc.toc2 ul ul{margin-left:0;padding-left:1em}
-#toc.toc2 ul.sectlevel0 ul.sectlevel1{padding-left:0;margin-top:.5em;margin-bottom:.5em}
-body.toc2.toc-right{padding-left:0;padding-right:15em}
-body.toc2.toc-right #toc.toc2{border-right-width:0;border-left:1px solid #e7e7e9;left:auto;right:0}}
-@media screen and (min-width:1280px){body.toc2{padding-left:20em;padding-right:0}
-#toc.toc2{width:20em}
-#toc.toc2 #toctitle{font-size:1.375em}
-#toc.toc2>ul{font-size:.95em}
-#toc.toc2 ul ul{padding-left:1.25em}
-body.toc2.toc-right{padding-left:0;padding-right:20em}}
-#content #toc{border:1px solid #e0e0dc;margin-bottom:1.25em;padding:1.25em;background:#f8f8f7;border-radius:4px}
-#content #toc>:first-child{margin-top:0}
-#content #toc>:last-child{margin-bottom:0}
-#footer{max-width:none;background:rgba(0,0,0,.8);padding:1.25em}
-#footer-text{color:hsla(0,0%,100%,.8);line-height:1.44}
-#content{margin-bottom:.625em}
-.sect1{padding-bottom:.625em}
-@media screen and (min-width:768px){#content{margin-bottom:1.25em}
-.sect1{padding-bottom:1.25em}}
-.sect1:last-child{padding-bottom:0}
-.sect1+.sect1{border-top:1px solid #e7e7e9}
-#content h1>a.anchor,h2>a.anchor,h3>a.anchor,#toctitle>a.anchor,.sidebarblock>.content>.title>a.anchor,h4>a.anchor,h5>a.anchor,h6>a.anchor{position:absolute;z-index:1001;width:1.5ex;margin-left:-1.5ex;display:block;text-decoration:none!important;visibility:hidden;text-align:center;font-weight:400}
-#content h1>a.anchor::before,h2>a.anchor::before,h3>a.anchor::before,#toctitle>a.anchor::before,.sidebarblock>.content>.title>a.anchor::before,h4>a.anchor::before,h5>a.anchor::before,h6>a.anchor::before{content:"\00A7";font-size:.85em;display:block;padding-top:.1em}
-#content h1:hover>a.anchor,#content h1>a.anchor:hover,h2:hover>a.anchor,h2>a.anchor:hover,h3:hover>a.anchor,#toctitle:hover>a.anchor,.sidebarblock>.content>.title:hover>a.anchor,h3>a.anchor:hover,#toctitle>a.anchor:hover,.sidebarblock>.content>.title>a.anchor:hover,h4:hover>a.anchor,h4>a.anchor:hover,h5:hover>a.anchor,h5>a.anchor:hover,h6:hover>a.anchor,h6>a.anchor:hover{visibility:visible}
-#content h1>a.link,h2>a.link,h3>a.link,#toctitle>a.link,.sidebarblock>.content>.title>a.link,h4>a.link,h5>a.link,h6>a.link{color:#ba3925;text-decoration:none}
-#content h1>a.link:hover,h2>a.link:hover,h3>a.link:hover,#toctitle>a.link:hover,.sidebarblock>.content>.title>a.link:hover,h4>a.link:hover,h5>a.link:hover,h6>a.link:hover{color:#a53221}
-details,.audioblock,.imageblock,.literalblock,.listingblock,.stemblock,.videoblock{margin-bottom:1.25em}
-details{margin-left:1.25rem}
-details>summary{cursor:pointer;display:block;position:relative;line-height:1.6;margin-bottom:.625rem;outline:none;-webkit-tap-highlight-color:transparent}
-details>summary::-webkit-details-marker{display:none}
-details>summary::before{content:"";border:solid transparent;border-left:solid;border-width:.3em 0 .3em .5em;position:absolute;top:.5em;left:-1.25rem;transform:translateX(15%)}
-details[open]>summary::before{border:solid transparent;border-top:solid;border-width:.5em .3em 0;transform:translateY(15%)}
-details>summary::after{content:"";width:1.25rem;height:1em;position:absolute;top:.3em;left:-1.25rem}
-.admonitionblock td.content>.title,.audioblock>.title,.exampleblock>.title,.imageblock>.title,.listingblock>.title,.literalblock>.title,.stemblock>.title,.openblock>.title,.paragraph>.title,.quoteblock>.title,table.tableblock>.title,.verseblock>.title,.videoblock>.title,.dlist>.title,.olist>.title,.ulist>.title,.qlist>.title,.hdlist>.title{text-rendering:optimizeLegibility;text-align:left;font-family:"Noto Serif","DejaVu Serif",serif;font-size:1rem;font-style:italic}
-table.tableblock.fit-content>caption.title{white-space:nowrap;width:0}
-.paragraph.lead>p,#preamble>.sectionbody>[class=paragraph]:first-of-type p{font-size:1.21875em;line-height:1.6;color:rgba(0,0,0,.85)}
-.admonitionblock>table{border-collapse:separate;border:0;background:none;width:100%}
-.admonitionblock>table td.icon{text-align:center;width:80px}
-.admonitionblock>table td.icon img{max-width:none}
-.admonitionblock>table td.icon .title{font-weight:bold;font-family:"Open Sans","DejaVu Sans",sans-serif;text-transform:uppercase}
-.admonitionblock>table td.content{padding-left:1.125em;padding-right:1.25em;border-left:1px solid #dddddf;color:rgba(0,0,0,.6);word-wrap:anywhere}
-.admonitionblock>table td.content>:last-child>:last-child{margin-bottom:0}
-.exampleblock>.content{border:1px solid #e6e6e6;margin-bottom:1.25em;padding:1.25em;background:#fff;border-radius:4px}
-.exampleblock>.content>:first-child{margin-top:0}
-.exampleblock>.content>:last-child{margin-bottom:0}
-.sidebarblock{border:1px solid #dbdbd6;margin-bottom:1.25em;padding:1.25em;background:#f3f3f2;border-radius:4px}
-.sidebarblock>:first-child{margin-top:0}
-.sidebarblock>:last-child{margin-bottom:0}
-.sidebarblock>.content>.title{color:#7a2518;margin-top:0;text-align:center}
-.exampleblock>.content>:last-child>:last-child,.exampleblock>.content .olist>ol>li:last-child>:last-child,.exampleblock>.content .ulist>ul>li:last-child>:last-child,.exampleblock>.content .qlist>ol>li:last-child>:last-child,.sidebarblock>.content>:last-child>:last-child,.sidebarblock>.content .olist>ol>li:last-child>:last-child,.sidebarblock>.content .ulist>ul>li:last-child>:last-child,.sidebarblock>.content .qlist>ol>li:last-child>:last-child{margin-bottom:0}
-.literalblock pre,.listingblock>.content>pre{border-radius:4px;overflow-x:auto;padding:1em;font-size:.8125em}
-@media screen and (min-width:768px){.literalblock pre,.listingblock>.content>pre{font-size:.90625em}}
-@media screen and (min-width:1280px){.literalblock pre,.listingblock>.content>pre{font-size:1em}}
-.literalblock pre,.listingblock>.content>pre:not(.highlight),.listingblock>.content>pre[class=highlight],.listingblock>.content>pre[class^="highlight "]{background:#f7f7f8}
-.literalblock.output pre{color:#f7f7f8;background:rgba(0,0,0,.9)}
-.listingblock>.content{position:relative}
-.listingblock code[data-lang]::before{display:none;content:attr(data-lang);position:absolute;font-size:.75em;top:.425rem;right:.5rem;line-height:1;text-transform:uppercase;color:inherit;opacity:.5}
-.listingblock:hover code[data-lang]::before{display:block}
-.listingblock.terminal pre .command::before{content:attr(data-prompt);padding-right:.5em;color:inherit;opacity:.5}
-.listingblock.terminal pre .command:not([data-prompt])::before{content:"$"}
-.listingblock pre.highlightjs{padding:0}
-.listingblock pre.highlightjs>code{padding:1em;border-radius:4px}
-.listingblock pre.prettyprint{border-width:0}
-.prettyprint{background:#f7f7f8}
-pre.prettyprint .linenums{line-height:1.45;margin-left:2em}
-pre.prettyprint li{background:none;list-style-type:inherit;padding-left:0}
-pre.prettyprint li code[data-lang]::before{opacity:1}
-pre.prettyprint li:not(:first-child) code[data-lang]::before{display:none}
-table.linenotable{border-collapse:separate;border:0;margin-bottom:0;background:none}
-table.linenotable td[class]{color:inherit;vertical-align:top;padding:0;line-height:inherit;white-space:normal}
-table.linenotable td.code{padding-left:.75em}
-table.linenotable td.linenos,pre.pygments .linenos{border-right:1px solid;opacity:.35;padding-right:.5em;-webkit-user-select:none;-moz-user-select:none;-ms-user-select:none;user-select:none}
-pre.pygments span.linenos{display:inline-block;margin-right:.75em}
-.quoteblock{margin:0 1em 1.25em 1.5em;display:table}
-.quoteblock:not(.excerpt)>.title{margin-left:-1.5em;margin-bottom:.75em}
-.quoteblock blockquote,.quoteblock p{color:rgba(0,0,0,.85);font-size:1.15rem;line-height:1.75;word-spacing:.1em;letter-spacing:0;font-style:italic;text-align:justify}
-.quoteblock blockquote{margin:0;padding:0;border:0}
-.quoteblock blockquote::before{content:"\201c";float:left;font-size:2.75em;font-weight:bold;line-height:.6em;margin-left:-.6em;color:#7a2518;text-shadow:0 1px 2px rgba(0,0,0,.1)}
-.quoteblock blockquote>.paragraph:last-child p{margin-bottom:0}
-.quoteblock .attribution{margin-top:.75em;margin-right:.5ex;text-align:right}
-.verseblock{margin:0 1em 1.25em}
-.verseblock pre{font-family:"Open Sans","DejaVu Sans",sans-serif;font-size:1.15rem;color:rgba(0,0,0,.85);font-weight:300;text-rendering:optimizeLegibility}
-.verseblock pre strong{font-weight:400}
-.verseblock .attribution{margin-top:1.25rem;margin-left:.5ex}
-.quoteblock .attribution,.verseblock .attribution{font-size:.9375em;line-height:1.45;font-style:italic}
-.quoteblock .attribution br,.verseblock .attribution br{display:none}
-.quoteblock .attribution cite,.verseblock .attribution cite{display:block;letter-spacing:-.025em;color:rgba(0,0,0,.6)}
-.quoteblock.abstract blockquote::before,.quoteblock.excerpt blockquote::before,.quoteblock .quoteblock blockquote::before{display:none}
-.quoteblock.abstract blockquote,.quoteblock.abstract p,.quoteblock.excerpt blockquote,.quoteblock.excerpt p,.quoteblock .quoteblock blockquote,.quoteblock .quoteblock p{line-height:1.6;word-spacing:0}
-.quoteblock.abstract{margin:0 1em 1.25em;display:block}
-.quoteblock.abstract>.title{margin:0 0 .375em;font-size:1.15em;text-align:center}
-.quoteblock.excerpt>blockquote,.quoteblock .quoteblock{padding:0 0 .25em 1em;border-left:.25em solid #dddddf}
-.quoteblock.excerpt,.quoteblock .quoteblock{margin-left:0}
-.quoteblock.excerpt blockquote,.quoteblock.excerpt p,.quoteblock .quoteblock blockquote,.quoteblock .quoteblock p{color:inherit;font-size:1.0625rem}
-.quoteblock.excerpt .attribution,.quoteblock .quoteblock .attribution{color:inherit;font-size:.85rem;text-align:left;margin-right:0}
-p.tableblock:last-child{margin-bottom:0}
-td.tableblock>.content{margin-bottom:1.25em;word-wrap:anywhere}
-td.tableblock>.content>:last-child{margin-bottom:-1.25em}
-table.tableblock,th.tableblock,td.tableblock{border:0 solid #dedede}
-table.grid-all>*>tr>*{border-width:1px}
-table.grid-cols>*>tr>*{border-width:0 1px}
-table.grid-rows>*>tr>*{border-width:1px 0}
-table.frame-all{border-width:1px}
-table.frame-ends{border-width:1px 0}
-table.frame-sides{border-width:0 1px}
-table.frame-none>colgroup+*>:first-child>*,table.frame-sides>colgroup+*>:first-child>*{border-top-width:0}
-table.frame-none>:last-child>:last-child>*,table.frame-sides>:last-child>:last-child>*{border-bottom-width:0}
-table.frame-none>*>tr>:first-child,table.frame-ends>*>tr>:first-child{border-left-width:0}
-table.frame-none>*>tr>:last-child,table.frame-ends>*>tr>:last-child{border-right-width:0}
-table.stripes-all>*>tr,table.stripes-odd>*>tr:nth-of-type(odd),table.stripes-even>*>tr:nth-of-type(even),table.stripes-hover>*>tr:hover{background:#f8f8f7}
-th.halign-left,td.halign-left{text-align:left}
-th.halign-right,td.halign-right{text-align:right}
-th.halign-center,td.halign-center{text-align:center}
-th.valign-top,td.valign-top{vertical-align:top}
-th.valign-bottom,td.valign-bottom{vertical-align:bottom}
-th.valign-middle,td.valign-middle{vertical-align:middle}
-table thead th,table tfoot th{font-weight:bold}
-tbody tr th{background:#f7f8f7}
-tbody tr th,tbody tr th p,tfoot tr th,tfoot tr th p{color:rgba(0,0,0,.8);font-weight:bold}
-p.tableblock>code:only-child{background:none;padding:0}
-p.tableblock{font-size:1em}
-ol{margin-left:1.75em}
-ul li ol{margin-left:1.5em}
-dl dd{margin-left:1.125em}
-dl dd:last-child,dl dd:last-child>:last-child{margin-bottom:0}
-li p,ul dd,ol dd,.olist .olist,.ulist .ulist,.ulist .olist,.olist .ulist{margin-bottom:.625em}
-ul.checklist,ul.none,ol.none,ul.no-bullet,ol.no-bullet,ol.unnumbered,ul.unstyled,ol.unstyled{list-style-type:none}
-ul.no-bullet,ol.no-bullet,ol.unnumbered{margin-left:.625em}
-ul.unstyled,ol.unstyled{margin-left:0}
-li>p:empty:only-child::before{content:"";display:inline-block}
-ul.checklist>li>p:first-child{margin-left:-1em}
-ul.checklist>li>p:first-child>.fa-square-o:first-child,ul.checklist>li>p:first-child>.fa-check-square-o:first-child{width:1.25em;font-size:.8em;position:relative;bottom:.125em}
-ul.checklist>li>p:first-child>input[type=checkbox]:first-child{margin-right:.25em}
-ul.inline{display:flex;flex-flow:row wrap;list-style:none;margin:0 0 .625em -1.25em}
-ul.inline>li{margin-left:1.25em}
-.unstyled dl dt{font-weight:400;font-style:normal}
-ol.arabic{list-style-type:decimal}
-ol.decimal{list-style-type:decimal-leading-zero}
-ol.loweralpha{list-style-type:lower-alpha}
-ol.upperalpha{list-style-type:upper-alpha}
-ol.lowerroman{list-style-type:lower-roman}
-ol.upperroman{list-style-type:upper-roman}
-ol.lowergreek{list-style-type:lower-greek}
-.hdlist>table,.colist>table{border:0;background:none}
-.hdlist>table>tbody>tr,.colist>table>tbody>tr{background:none}
-td.hdlist1,td.hdlist2{vertical-align:top;padding:0 .625em}
-td.hdlist1{font-weight:bold;padding-bottom:1.25em}
-td.hdlist2{word-wrap:anywhere}
-.literalblock+.colist,.listingblock+.colist{margin-top:-.5em}
-.colist td:not([class]):first-child{padding:.4em .75em 0;line-height:1;vertical-align:top}
-.colist td:not([class]):first-child img{max-width:none}
-.colist td:not([class]):last-child{padding:.25em 0}
-.thumb,.th{line-height:0;display:inline-block;border:4px solid #fff;box-shadow:0 0 0 1px #ddd}
-.imageblock.left{margin:.25em .625em 1.25em 0}
-.imageblock.right{margin:.25em 0 1.25em .625em}
-.imageblock>.title{margin-bottom:0}
-.imageblock.thumb,.imageblock.th{border-width:6px}
-.imageblock.thumb>.title,.imageblock.th>.title{padding:0 .125em}
-.image.left,.image.right{margin-top:.25em;margin-bottom:.25em;display:inline-block;line-height:0}
-.image.left{margin-right:.625em}
-.image.right{margin-left:.625em}
-a.image{text-decoration:none;display:inline-block}
-a.image object{pointer-events:none}
-sup.footnote,sup.footnoteref{font-size:.875em;position:static;vertical-align:super}
-sup.footnote a,sup.footnoteref a{text-decoration:none}
-sup.footnote a:active,sup.footnoteref a:active{text-decoration:underline}
-#footnotes{padding-top:.75em;padding-bottom:.75em;margin-bottom:.625em}
-#footnotes hr{width:20%;min-width:6.25em;margin:-.25em 0 .75em;border-width:1px 0 0}
-#footnotes .footnote{padding:0 .375em 0 .225em;line-height:1.3334;font-size:.875em;margin-left:1.2em;margin-bottom:.2em}
-#footnotes .footnote a:first-of-type{font-weight:bold;text-decoration:none;margin-left:-1.05em}
-#footnotes .footnote:last-of-type{margin-bottom:0}
-#content #footnotes{margin-top:-.625em;margin-bottom:0;padding:.75em 0}
-div.unbreakable{page-break-inside:avoid}
-.big{font-size:larger}
-.small{font-size:smaller}
-.underline{text-decoration:underline}
-.overline{text-decoration:overline}
-.line-through{text-decoration:line-through}
-.aqua{color:#00bfbf}
-.aqua-background{background:#00fafa}
-.black{color:#000}
-.black-background{background:#000}
-.blue{color:#0000bf}
-.blue-background{background:#0000fa}
-.fuchsia{color:#bf00bf}
-.fuchsia-background{background:#fa00fa}
-.gray{color:#606060}
-.gray-background{background:#7d7d7d}
-.green{color:#006000}
-.green-background{background:#007d00}
-.lime{color:#00bf00}
-.lime-background{background:#00fa00}
-.maroon{color:#600000}
-.maroon-background{background:#7d0000}
-.navy{color:#000060}
-.navy-background{background:#00007d}
-.olive{color:#606000}
-.olive-background{background:#7d7d00}
-.purple{color:#600060}
-.purple-background{background:#7d007d}
-.red{color:#bf0000}
-.red-background{background:#fa0000}
-.silver{color:#909090}
-.silver-background{background:#bcbcbc}
-.teal{color:#006060}
-.teal-background{background:#007d7d}
-.white{color:#bfbfbf}
-.white-background{background:#fafafa}
-.yellow{color:#bfbf00}
-.yellow-background{background:#fafa00}
-span.icon>.fa{cursor:default}
-a span.icon>.fa{cursor:inherit}
-.admonitionblock td.icon [class^="fa icon-"]{font-size:2.5em;text-shadow:1px 1px 2px rgba(0,0,0,.5);cursor:default}
-.admonitionblock td.icon .icon-note::before{content:"\f05a";color:#19407c}
-.admonitionblock td.icon .icon-tip::before{content:"\f0eb";text-shadow:1px 1px 2px rgba(155,155,0,.8);color:#111}
-.admonitionblock td.icon .icon-warning::before{content:"\f071";color:#bf6900}
-.admonitionblock td.icon .icon-caution::before{content:"\f06d";color:#bf3400}
-.admonitionblock td.icon .icon-important::before{content:"\f06a";color:#bf0000}
-.conum[data-value]{display:inline-block;color:#fff!important;background:rgba(0,0,0,.8);border-radius:50%;text-align:center;font-size:.75em;width:1.67em;height:1.67em;line-height:1.67em;font-family:"Open Sans","DejaVu Sans",sans-serif;font-style:normal;font-weight:bold}
-.conum[data-value] *{color:#fff!important}
-.conum[data-value]+b{display:none}
-.conum[data-value]::after{content:attr(data-value)}
-pre .conum[data-value]{position:relative;top:-.125em}
-b.conum *{color:inherit!important}
-.conum:not([data-value]):empty{display:none}
-dt,th.tableblock,td.content,div.footnote{text-rendering:optimizeLegibility}
-h1,h2,p,td.content,span.alt,summary{letter-spacing:-.01em}
-p strong,td.content strong,div.footnote strong{letter-spacing:-.005em}
-p,blockquote,dt,td.content,span.alt,summary{font-size:1.0625rem}
-p{margin-bottom:1.25rem}
-.sidebarblock p,.sidebarblock dt,.sidebarblock td.content,p.tableblock{font-size:1em}
-.exampleblock>.content{background:#fffef7;border-color:#e0e0dc;box-shadow:0 1px 4px #e0e0dc}
-.print-only{display:none!important}
-@page{margin:1.25cm .75cm}
-@media print{*{box-shadow:none!important;text-shadow:none!important}
-html{font-size:80%}
-a{color:inherit!important;text-decoration:underline!important}
-a.bare,a[href^="#"],a[href^="mailto:"]{text-decoration:none!important}
-a[href^="http:"]:not(.bare)::after,a[href^="https:"]:not(.bare)::after{content:"(" attr(href) ")";display:inline-block;font-size:.875em;padding-left:.25em}
-abbr[title]{border-bottom:1px dotted}
-abbr[title]::after{content:" (" attr(title) ")"}
-pre,blockquote,tr,img,object,svg{page-break-inside:avoid}
-thead{display:table-header-group}
-svg{max-width:100%}
-p,blockquote,dt,td.content{font-size:1em;orphans:3;widows:3}
-h2,h3,#toctitle,.sidebarblock>.content>.title{page-break-after:avoid}
-#header,#content,#footnotes,#footer{max-width:none}
-#toc,.sidebarblock,.exampleblock>.content{background:none!important}
-#toc{border-bottom:1px solid #dddddf!important;padding-bottom:0!important}
-body.book #header{text-align:center}
-body.book #header>h1:first-child{border:0!important;margin:2.5em 0 1em}
-body.book #header .details{border:0!important;display:block;padding:0!important}
-body.book #header .details span:first-child{margin-left:0!important}
-body.book #header .details br{display:block}
-body.book #header .details br+span::before{content:none!important}
-body.book #toc{border:0!important;text-align:left!important;padding:0!important;margin:0!important}
-body.book #toc,body.book #preamble,body.book h1.sect0,body.book .sect1>h2{page-break-before:always}
-.listingblock code[data-lang]::before{display:block}
-#footer{padding:0 .9375em}
-.hide-on-print{display:none!important}
-.print-only{display:block!important}
-.hide-for-print{display:none!important}
-.show-for-print{display:inherit!important}}
-@media amzn-kf8,print{#header>h1:first-child{margin-top:1.25rem}
-.sect1{padding:0!important}
-.sect1+.sect1{border:0}
-#footer{background:none}
-#footer-text{color:rgba(0,0,0,.6);font-size:.9em}}
-@media amzn-kf8{#header,#content,#footnotes,#footer{padding:0}}
-</style>
-</head>
-<body class="article">
-<div id="header">
-</div>
-<div id="content">
-<div class="sect1">
-<h2 id="_qqq_tables">QQQ Tables</h2>
-<div class="sectionbody">
-<div class="paragraph">
-<p>The core type of object in a QQQ Instance is the Table.
-In the most common use-case, a QQQ Table may be the in-app representation of a Database table.
-That is, it is a collection of records (or rows) of data, each of which has a set of fields (or columns).</p>
-</div>
-<div class="paragraph">
-<p>QQQ also allows other types of data sources (<a href="Backends{relfilesuffix}">QQQ Backends</a>) to be used as tables, such as File systems, API&#8217;s, Java enums or objects, etc.
-All of these backend types present the same interfaces (both user-interfaces, and application programming interfaces), regardless of their backend type.</p>
-</div>
-<div class="sect2">
-<h3 id="_qtablemetadata">QTableMetaData</h3>
-<div class="paragraph">
-<p>Tables are defined in a QQQ Instance in a <code><strong>QTableMetaData</strong></code> object.
-All tables must reference a <a href="Backends{relfilesuffix}">QQQ Backend</a>, a list of fields that define the shape of records in the table, and additional data to describe how to work with the table within its backend.</p>
-</div>
-<div class="paragraph">
-<p><strong>QTableMetaData Properties:</strong></p>
-</div>
-<div class="ulist">
-<ul>
-<li>
-<p><code>name</code> - <strong>String, Required</strong> - Unique name for the table within the QQQ Instance.</p>
-</li>
-<li>
-<p><code>label</code> - <strong>String</strong> - User-facing label for the table, presented in User Interfaces.
-Inferred from <code>name</code> if not set.</p>
-</li>
-<li>
-<p><code>backendName</code> - <strong>String, Required</strong> - Name of a <a href="Backends{relfilesuffix}">QQQ Backend</a> in which this table&#8217;s data is managed.</p>
-</li>
-<li>
-<p><code>fields</code> - <strong>Map of String → <a href="Fields{relfilesuffix}">QQQ Field</a>, Required</strong> - The columns of data that make up all records in this table.</p>
-</li>
-<li>
-<p><code>primaryKeyField</code> - <strong>String, Conditional</strong> - Name of a <a href="Fields{relfilesuffix}">QQQ Field</a> that serves as the primary key (e.g., unique identifier) for records in this table.</p>
-</li>
-<li>
-<p><code>uniqueKeys</code> - <strong>List of UniqueKey</strong> - Definition of additional unique constraints (from an RDBMS point of view) from the table.
-e.g., sets of columns which must have unique values for each record in the table.</p>
-</li>
-<li>
-<p><code>backendDetails</code> - <strong>QTableBackendDetails or subclass</strong> - Additional data to configure the table within its <a href="Backends{relfilesuffix}">QQQ Backend</a>.</p>
-</li>
-<li>
-<p><code>automationDetails</code> - <strong>QTableAutomationDetails</strong> - Configuration of automated jobs that run against records in the table, e.g., upon insert or update.</p>
-</li>
-<li>
-<p><code>customizers</code> - <strong>Map of String → QCodeReference</strong> - References to custom code that are injected into standard table actions, that allow applications to customize certain parts of how the table works.</p>
-</li>
-<li>
-<p><code>parentAppName</code> - <strong>String</strong> - Name of a <a href="Apps{relfilesuffix}">QQQ App</a> that this table exists within.</p>
-</li>
-<li>
-<p><code>icon</code> - <strong>QIcon</strong> - Icon associated with this table in certain user interfaces.</p>
-</li>
-<li>
-<p><code>recordLabelFormat</code> - <strong>String</strong> - Java Format String, used with <code>recordLabelFields</code> to produce a label shown for records from the table.</p>
-</li>
-<li>
-<p><code>recordLabelFields</code> - <strong>List of String, Conditional</strong> - Used with <code>recordLabelFormat</code> to provide values for any format specifiers in the format string.
-These strings must be field names within the table.</p>
-<div class="ulist">
-<ul>
-<li>
-<p>Example of using <code>recordLabelFormat</code> and <code>recordLabelFields</code>:</p>
-</li>
-</ul>
-</div>
-</li>
-</ul>
-</div>
-<div class="listingblock">
-<div class="content">
-<pre class="CodeRay highlight"><code data-lang="java"><span style="color:#777">// given these fields in the table:</span>
-<span style="color:#080;font-weight:bold">new</span> QFieldMetaData(<span style="background-color:hsla(0,100%,50%,0.05)"><span style="color:#710">&quot;</span><span style="color:#D20">name</span><span style="color:#710">&quot;</span></span>, QFieldType.STRING)
-<span style="color:#080;font-weight:bold">new</span> QFieldMetaData(<span style="background-color:hsla(0,100%,50%,0.05)"><span style="color:#710">&quot;</span><span style="color:#D20">birthDate</span><span style="color:#710">&quot;</span></span>, QFieldType.DATE)
-
-<span style="color:#777">// We can produce a record label such as &quot;Darin Kelkhoff (1980-05-31)&quot; via:</span>
-.withRecordLabelFormat(<span style="background-color:hsla(0,100%,50%,0.05)"><span style="color:#710">&quot;</span><span style="color:#D20">%s (%s)</span><span style="color:#710">&quot;</span></span>)
-.withRecordLabelFields(<span style="color:#0a8;font-weight:bold">List</span>.of(<span style="background-color:hsla(0,100%,50%,0.05)"><span style="color:#710">&quot;</span><span style="color:#D20">name</span><span style="color:#710">&quot;</span></span>, <span style="background-color:hsla(0,100%,50%,0.05)"><span style="color:#710">&quot;</span><span style="color:#D20">birthDate</span><span style="color:#710">&quot;</span></span>))</code></pre>
-</div>
-</div>
-<div class="ulist">
-<ul>
-<li>
-<p><code>sections</code> - <strong>List of QFieldSection</strong> - Mechanism to organize fields within user interfaces, into logical sections.
-If any sections are present in the table meta data, then all fields in the table must be listed in exactly 1 section.
-If no sections are defined, then instance enrichment will define default sections.</p>
-</li>
-<li>
-<p><code>associatedScripts</code> - <strong>List of AssociatedScript</strong> - Definition of user-defined scripts that can be associated with records within the table.</p>
-</li>
-<li>
-<p><code>enabledCapabilities</code> and <code>disabledCapabilities</code> - <strong>Set of Capability enum values</strong> - Overrides from the backend level, for capabilities that this table does or does not possess.</p>
-</li>
-</ul>
-</div>
-</div>
-</div>
-</div>
-</div>
-<div id="footer">
-<div id="footer-text">
-Last updated 2022-11-21 09:02:56 -0600
-</div>
-</div>
-</body>
-</html>
\ No newline at end of file
diff --git a/docs/metaData/Widgets.adoc b/docs/metaData/Widgets.adoc
new file mode 100644
index 00000000..ae793068
--- /dev/null
+++ b/docs/metaData/Widgets.adoc
@@ -0,0 +1,51 @@
+[#Widgets]
+== Widgets
+include::../variables.adoc[]
+
+Widgets are the most customizable UI components in QQQ.
+They can be used either on App Home Screens (e.g., as Dashboard screens),
+or they can be included into Record View screens.
+
+QQQ defines several types of widgets, such as charts (pie, bar, line),
+numeric displays, application-populated tables, or even fully custom HTML.
+
+=== QWidgetMetaData
+A Widget is defined in a QQQ Instance in a `*QWidgetMetaData*` object.
+
+*QWidgetMetaData Properties:*
+
+* `name` - *String, Required* - Unique name for the widget within the QQQ Instance.
+* `type` - *String, Required* - Specifies the UI & data type for the widget.
+* `label` - *String* - User-facing header or title for a widget.
+* `tooltip` - *String* - Text contents to be placed in a tooltip associated with the widget's label in the UI.
+** Values should come from the `WidgetType` enum's `getType()` method (e.g., `WidgetType.BAR_CHART.getType()`)
+* `gridColumns` - *Integer* - for a desktop-sized screen, in a 12-based grid,
+how many columns the widget should consume.
+* `codeReference` - *QCodeReference, Required* - Reference to the custom code,
+a subclass of `AbstractWidgetRenderer`, which is responsible for loading data to render the widget.
+* `footerHTML` - *String* - HTML String, which, if present, will be displayed in the
+footer of the widget (not supported by all widget types).
+* `isCard` - *boolean, default false* #TODO#
+* `showReloadButton` - *boolean, default true* #TODO#
+* `showExportButton` - *boolean, default false* #TODO#
+* `dropdowns` - #TODO#
+* `storeDropdownSelections` - *boolean* #TODO#
+* `icons` - *Map<String, QIcon>* #TODO#
+* `defaultValues` - *Map<String, Serializable>* #TODO#
+
+There are also some subclasses of `QWidgetMetaData`, for some specific widget types:
+
+*ParentWidgetMetaData Properties:*
+
+* `title` - *String* #TODO - how does this differ from label?#
+* `childWidgetNameList` - *List<String>, Required*
+* `childProcessNameList` - *List<String>* #TODO appears unused - check, and delete#
+* `laytoutType` - *enum of GRID or TABS, default GRID*
+
+*QNoCodeWidgetMetaData Properties:*
+
+* `values` - *List<AbstractWidgetValueSource>* #TODO#
+* `outputs` - *List<AbstractWidgetOutput>* #TODO#
+
+#TODO - Examples#
+
diff --git a/docs/misc/RenderingWidgets.adoc b/docs/misc/RenderingWidgets.adoc
new file mode 100644
index 00000000..0a5386b2
--- /dev/null
+++ b/docs/misc/RenderingWidgets.adoc
@@ -0,0 +1,224 @@
+== Rendering Widgets
+include::../variables.adoc[]
+
+=== WidgetRenderer classes
+In general, to fully implement a Widget, you must define its `QWidgetMetaData`,
+and supply a subclass of `AbstractWidgetRenderer`, to provide the data to the widget.
+(Note the "No Code" category of widgets, which are an exception to this generalization).
+
+The only method required in a subclass of `AbstractWidgetRenderer` is:
+
+   public RenderWidgetOutput render(RenderWidgetInput input) throws QException
+
+The fields available in `RenderWidgetInput` are:
+
+- `Map<String, String> queryParams` - These are parameters supplied by the frontend, for example,
+if a user selected values from dropdowns to control a dimension of your widget, those name/value
+pairs would be in this map.  Similarly, if your widget is being included on a record view screen, then
+the record's primary key will be in this map.
+- `QWidgetMetaDataInterface widgetMetaData` - This is the meta-data for the widget being
+rendered.  This can be useful in case you are using the same renderer class for multiple widgets.
+
+The only field in `RenderWidgetOutput` is:
+
+- `QWidgetData widgetData` - This is a base class, with several attributes, and more importantly,
+several subclasses, specific to the type of widget that is being rendered.
+
+==== Widget-Type Specific Rendering Details
+Different widget types expect & require different types of values to be set in the `RenderWidgetOutput` by their renderers.
+
+===== Pie Chart
+The `WidgetType.PIE_CHART` requires an object of type `ChartData`.
+The fields on this type are:
+
+* `chartData` an instance of `ChartData.Data`, which has the following fields:
+** `labels` - *List<String>, required* - the labels for the slices of the pie.
+** `datasets` - *List<Dataset> required* - the data for each slice of the pie.
+For a Pie chart, only a single entry in this list is used
+(other chart types using `ChartData` may support more than 1 entry in this list).
+Fields in this object are:
+*** `label` - *String, required* - a label to describe the dataset as a whole.
+e.g., "Orders" for a pie showing orders of different statuses.
+*** `data` - *List<Number>, required* - the data points for each slice of the pie.
+*** `color` - *String* - HTML color for the slice
+*** `urls` - *List<String>* - Optional URLs for slices of the pie to link to when clicked.
+*** `backgroundColors` - *List<String>* - Optional HTML color codes for each slice of the pie.
+
+[source,java]
+.Pie chart widget example
+----
+// meta data
+new QWidgetMetaData()
+    .withName("pieChartExample")
+    .withType(WidgetType.PIE_CHART.getType())
+    .withGridColumns(4)
+    .withIsCard(true)
+    .withLabel("Pie Chart Example")
+    .withCodeReference(new QCodeReference(PieChartExampleRenderer.class));
+
+// renderer
+private List<String> labels = new ArrayList<>();
+private List<String> colors = new ArrayList<>();
+private List<Number> data   = new ArrayList<>();
+
+/*******************************************************************************
+** helper method - to add values for a slice to the lists
+*******************************************************************************/
+private void addSlice(String label, String color, Number datum)
+{
+    labels.add(label);
+    colors.add(color);
+    data.add(datum);
+}
+
+/*******************************************************************************
+** main method of the widget renderer
+*******************************************************************************/
+@Override
+public RenderWidgetOutput render(RenderWidgetInput input) throws QException
+{
+   addSlice("Apple", "#FF0000", 100);
+   addSlice("Orange", "#FF8000", 150);
+   addSlice("Banana", "#FFFF00", 75);
+   addSlice("Lime", "#00FF00", 100);
+   addSlice("Blueberry", "#0000FF", 200);
+
+   ChartData chartData = new ChartData()
+      .withChartData(new ChartData.Data()
+         .withLabels(labels)
+         .withDatasets(List.of(
+            new ChartData.Data.Dataset()
+               .withLabel("Flavor")
+               .withData(data)
+               .withBackgroundColors(colors)
+               .withUrls(urls))));
+
+   return (new RenderWidgetOutput(chartData));
+}
+
+----
+
+===== Bar Chart
+#todo#
+
+===== Stacked Bar Chart
+#todo#
+
+===== Horizontal Bar Chart
+#todo#
+
+===== Child Record List
+#todo#
+
+===== Line Chart
+#todo#
+
+===== Small Line Chart
+#todo#
+
+===== Statistics
+#todo#
+
+===== Parent Widget
+#todo#
+
+===== Composite
+A `WidgetType.COMPOSITE` is built by using one or more smaller elements, known as `Blocks`.
+Note that `Blocks` can also be used in the data of some other widget types
+(specifically, within a cell of a Table-type widget, or (in the future?) as a header above a pie or bar chart).
+
+A composite widget renderer must return data of type `CompositeWidgetData`,
+which has the following fields:
+
+* `blocks` - *List<AbstractBlockWidgetData>, required* - The blocks (1 or more) being composited together to make the widget.
+See below for details on the specific Block types.
+* `styleOverrides` - *Map<String, Serializable>* - Optional map of CSS attributes
+(named following javascriptStyleCamelCase) to apply to the `<div>` element that wraps the rendered blocks.
+* `layout` - *Layout enum* - Optional specifier for how the blocks should be laid out.
+e.g., predefined sets of CSS attributes to achieve specific layouts.
+** Note that some blocks are designed to work within composites with specific layouts.
+Look for matching names, such as `Layout.BADGES_WRAPPER` to go with `NumberIconBadgeBlock`.
+
+[source,java]
+.Composite widget example - consisting of 3 Progress Bar Blocks, and one Divider Block
+----
+// meta data
+new QWidgetMetaData()
+    .withName("compositeExample")
+    .withType(WidgetType.COMPOSITE.getType())
+    .withGridColumns(4)
+    .withIsCard(true)
+    .withLabel("Composite Example")
+    .withCodeReference(new QCodeReference(CompositeExampleRenderer.class));
+
+// renderer
+public RenderWidgetOutput render(RenderWidgetInput input) throws QException
+{
+   CompositeWidgetData data = new CompositeWidgetData();
+
+   data.addBlock(new ProgressBarBlockData()
+      .withValues(new ProgressBarValues()
+         .withHeading("Blocks")
+         .withPercent(new BigDecimal("78.5"))));
+
+   data.addBlock(new ProgressBarBlockData()
+      .withValues(new ProgressBarValues()
+         .withHeading("Progress")
+         .withPercent(new BigDecimal(0))));
+
+   data.addBlock(new DividerBlockData());
+
+   data.addBlock(new ProgressBarBlockData()
+      .withStyles(new ProgressBarStyles().withBarColor("#C0C000"))
+      .withValues(new ProgressBarValues()
+         .withHeading("Custom Color")
+         .withPercent(new BigDecimal("75.3"))));
+
+   return (new RenderWidgetOutput(data));
+}
+----
+
+
+===== Table
+#todo#
+
+===== HTML
+#todo#
+
+===== Divider
+#todo#
+
+===== Process
+#todo#
+
+===== Stepper
+#todo#
+
+===== Data Bag Viewer
+#todo#
+
+===== Script Viewer
+#todo#
+
+=== Block-type Specific Rendering Details
+For Composite-type widgets (or other widgets which can include blocks),
+there are specific data classes required to be returned by the widget renderer.
+
+Each block type defines a subclass of `AbstractBlockWidgetData`,
+which is a generic class with 3 type parameters:
+
+* `V` - an implementation of `BlockValuesInterface` - to define the type of values that the block uses.
+* `S` - an implementation of `BlockSlotsInterface` (expected to be an `enum`) - to define the "slots" in the block,
+that can have Tooltips and/or Links applied to them.
+* `SX` - an implementation of `BlockStylesInterface` - to define the types of style customizations that the block supports.
+
+These type parameters are designed to ensure type-safety for the application developer,
+to ensure that only
+
+=== Additional Tips
+
+* To make a Dashboard page (e.g., an App consisting of Widgets) with a parent widget use the parent widget's label as the page's label:
+** On the `QAppMetaData` that contains the Parent widget, call
+`.withSupplementalMetaData(new MaterialDashboardAppMetaData().withShowAppLabelOnHomeScreen(false))`.
+** In the Parent widget's renderer, on the `ParentWidgetData`, call `setLabel("My Label")` and
+`setIsLabelPageTitle(true)`.
diff --git a/docs/utilities/RecordLookupHelper.adoc b/docs/utilities/RecordLookupHelper.adoc
new file mode 100644
index 00000000..5d256c4d
--- /dev/null
+++ b/docs/utilities/RecordLookupHelper.adoc
@@ -0,0 +1,272 @@
+== RecordLookupHelper
+include::../variables.adoc[]
+
+`RecordLookupHelper` is a utility class that exists to help you... lookup records :)
+
+OK, I'll try to give a little more context:
+
+=== Motivation 1:  Performance
+One of the most significant performance optimizations that the team behind QQQ has found time and time again,
+is to minimize the number of times you have to perform an I/O operation.
+To just say it more plainly:
+Make fewer calls to your database (or other backend).
+
+This is part of why the DML actions in QQQ (InsertAction, UpdateAction, DeleteAction) are all written to work on multiple records:
+If you've got to insert 1,000 records, the performance difference between doing that as 1,000 SQL INSERT statements vs. just 1 statement cannot be overstated.
+
+Similarly then, for looking up records:
+If we can do 1 round-trip to the database backend - that is - 1 query to fetch _n_ records,
+then in almost all cases it will be significantly faster than doing _n_ queries, one-by-one, for those _n_ records.
+
+The primary reason why `RecordLookupHelper` exists is to help you cut down on the number of times you have to make a round-trip to a backend data store to fetch records within a process.
+
+[sidebar]
+This basically is version of caching, isn't it?
+Take a set of data from "far away" (e.g., database), and bring it "closer" (local or instance variables), for faster access.
+So we may describe this as a "cache" through the rest of this document.
+
+=== Motivation 2:  Convenience
+
+So, given that one wants to try to minimize the number of queries being executed to look up data in a QQQ processes,
+one can certainly do this "by-hand" in each process that they write.
+
+Doing this kind of record caching in a QQQ Process `BackendStep` may be done as:
+
+* Adding a `Map<Integer, QRecord>` as a field in your class.
+* Setting up and running a `QueryAction`, with a filter based on the collection of the keys you need to look up, then iterating over (or streaming) the results into the map field.
+* Getting values out of the map when you need to use them (dealing with missing values as needed).
+
+That's not so bad, but, it does get a little verbose, especially if you're going to have several such caches in your class.
+
+As such, the second reason that `RecordLookupHelper` exists, is to be a reusable and convenient way to do this kind of optimization,
+by providing methods to perform the bulk query & map building operation described above,
+while also providing some convenient methods for accessing such data after it's been fetched.
+In addition, a single instance of `RecordLookupHelper` can provide this service for multiple tables at once
+(e.g., so you don't need to add a field to your class for each type of data that you're trying to cache).
+
+=== Use Cases
+==== Preload records, then access them
+Scenario:
+
+* We're writing a process `BackendStep` that uses `shipment` records as input.
+* We need to know the `order` record associated with each `shipment` (via an `orderId` foreign key), for some business logic that isn't germaine to the explanation of `RecordLookupHelper`.
+* We also to access some field on the `shippingPartner` record assigned to each `shipment`.
+** Note that here, the `shipment` table has a `partnerCode` field, which relates to the `code` unique-key in the `shippingPartner` table.
+** It's also worth mentioning, we only have a handful of `shippingPartner` records in our database, and we never expect to have very many more than that.
+
+[source,java]
+.Example of a process step using a RecordLookupHelper to preload records
+----
+public class MyShipmentProcessStep implements BackendStep
+{
+   // Add a new RecordLookupHelper field, which will "cache" both orders and shippingPartners
+   private RecordLookupHelper recordLookupHelper = new RecordLookupHelper();
+
+   @Override
+   public void run(RunBackendStepInput input, RunBackendStepOutput output) throws QException;
+   {
+      // lookup the full shippingPartner table (because it's cheap & easy to do so)
+      // use the partner's "code" as the key field (e.g,. they key in the helper's internal map).
+      recordLookupHelper.preloadRecords("shippingPartner", "code");
+
+      // get all of the orderIds from the input shipments
+      List<Serializable> orderIds = input.getRecords().stream()
+         .map(r -> r.getValue("id")).toList();
+
+      // fetch the orders related to by these shipments
+      recordLookupHelper.preloadRecords("order", "id", orderIds);
+
+      for(QRecord shipment : input.getRecords())
+      {
+         // get someConfigField from the shippingPartner assigned to the shipment
+         Boolean someConfig = recordLookupHelper.getRecordValue("shippingPartner", "someConfigField", "code", shipment.getValue("partnerCode"));
+
+         // get the order record assigned to the shipment
+         QRecord order = recordLookupHelper.getRecordByKey("order", "id", shipment.getValue("orderId"));
+      }
+   }
+}
+----
+
+==== Lazy fetching records
+Scenario:
+
+* We have a `BackendStep` that is taking in `purchaseOrderHeader` records, from an API partner.
+* For each record, we need to make an API call to the partner to fetch the `purchaseOrderLine` records under that header.
+** In this contrived example, the partner's API forces us to do these lookups order-by-order...
+* Each `purchaseOrderLine` that we fetch will have a `sku` on it - a reference to our `item` table.
+** We need to look up each `item` to apply some business logic.
+** We assume there are very many item records in the backend database, so we don't want to pre-load the full table.
+Also, we don't know what `sku` values we will need until we fetch the `purchaseOrderLine`.
+
+This is a situation where we can use `RecordLookupHelper` to lazily fetch the `item` records as we discover them,
+and it will take care of not re-fetching ones that it has already loaded.
+
+[source,java]
+.Example of a process step using a RecordLookupHelper to lazy fetch records
+----
+public class MyPurchaseOrderProcessStep implements BackendStep
+{
+   // Add a new RecordLookupHelper field, which will "cache" lazy-loaded item records
+   private RecordLookupHelper recordLookupHelper = new RecordLookupHelper();
+
+   @Override
+   public void run(RunBackendStepInput input, RunBackendStepOutput output) throws QException;
+   {
+      for(QRecord poHeader : input.getRecords())
+      {
+         // fetch the lines under the header
+         Serializable poNo = poHeader.getValue("poNo");
+         List<QRecord> poLines = new QueryAction().execute(new QueryInput("purchaseOrderLine")
+            .withFilter(new QQueryFilter(new QFilterCriteria("poNo", EQUALS, poNo))));
+
+         for(QRecord poLine : poLines)
+         {
+            // use recordLookupHelper to lazy-load item records by SKU.
+            QRecord item = recordLookupHelper.getRecordByKey("item", "sku", poLine.getValue("sku"));
+
+            // business logic related to item performed here.
+         }
+      }
+   }
+}
+----
+
+In this example, we will be doing exactly 1 query on the `item` table for each unique `sku` that is found across all of the `poLine` records we process.
+That is to say, if the same `sku` appears on only 1 `poLine`, or if it appears on 100 `poLines`, we will still only query once for that `sku`.
+
+A slight tweak could be made to the example above, to make 1 `item` table lookup for each `poHeader` record:
+
+[source,java]
+.Tweaked example doing 1 item lookup per poLine
+----
+// continuing from above, after the List<QRecord> poLines has been built
+
+// get all of the skus from the lines
+List<Serializable> skus = poLines.stream().map(r -> r.getValue("sku")).toList();
+
+// preload the items for the skus
+recordLookupHelper.preloadRecords("item", "sku", new QQueryFilter(new QFilterCriteria("sku", IN, skus)));
+
+for(QRecord poLine : poLines)
+{
+   // get the items from the helper
+   QRecord item = recordLookupHelper.getRecordByKey("item", "sku", poLine.getValue("sku"));
+
+----
+
+In this example, we've made a trade-off:  We will query the `item` table exactly 1 time for each `poHeader` that we process.
+However, if the same `sku` is on every PO that we process, we will end up fetching it multiple times.
+
+This could end up being better or worse than the previous example, depending on the distribution of the data we are dealing with.
+
+A further tweak, a hybrid approach, could potentially reap the benefits of both of these examples (at the tradeoff of, more code, more complexity):
+
+[source,java]
+.Tweaked example doing 1 item lookup per poLine, but only for not-previously-encountered skus
+----
+// Critically - we must tell our recordLookupHelper to NOT do any one-off lookups in this table
+recordLookupHelper.setMayNotDoOneOffLookups("item", "sku");
+
+// continuing from above, after the List<QRecord> poLines has been built
+
+// get all of the skus from the lines
+List<Serializable> skus = poLines.stream().map(r -> r.getValue("sku")).toList();
+
+// determine which skus have not yet been loaded - e.g., they are not in the recordLookupHelper.
+// this is why we needed to tell it above not to do one-off lookups; else it would lazy-load each sku here.
+List<Serializable> skusToLoad = new ArrayList<>();
+for(Serializable sku : skus)
+{
+   if(recordLookupHelper.getRecordByKey("item", "sku", sku) == null)
+   {
+      skusToLoad.add(sku);
+   }
+}
+
+// preload the item records for any skus that are still needed
+if(!skusToLoad.isEmpty())
+{
+   recordLookupHelper.preloadRecords("item", "sku",
+      new QQueryFilter(new QFilterCriteria("sku", IN, skusToLoad)));
+}
+
+// continue as above
+
+----
+
+In this example, we will start by querying the `item` table once for each `poHeader`, but,
+if we eventually encounter a PO where all of its `skus` have already been loaded, then we may be able to avoid any `item` queries for such a PO.
+
+=== Implementation Details
+
+* Internally, an instance of `RecordLookupHelper` maintains a number of `Maps`,
+with QQQ table names and field names as keys.
+* The accessing/lazy-fetching methods (e.g., any method whose name starts with `getRecord`)
+all begin by looking in these internal maps for the `tableName` and `keyFieldName` that they take as parameters.
+** If they find an entry in the maps, then it is used for producing a return value.
+** If they do not find an entry, then they will perform the a `QueryAction`,
+to try to fetch the requested record from the table's backend.
+*** Unless the `setMayNotDoOneOffLookups` method has been called for the `(tableName, keyFieldName)` pair.
+
+=== Full API
+
+==== Methods for accessing and lazy-fetching
+* `getRecordByKey(String tableName, String keyFieldName, Serializable key)`
+
+Get a `QRecord` from `tableName`, where `keyFieldName` = `key`.
+
+* `getRecordValue(String tableName, String requestedField, String keyFieldName, Serializable key)`
+
+Get the field `requestedField` from the record in `tableName`, where `keyFieldName` = `key`, as a `Serializable`.
+If the record is not found, `null` is returned.
+
+* `getRecordValue(String tableName, String requestedField, String keyFieldName, Serializable key, Class<T> type)`
+
+Get the field `requestedField` from the record in `tableName`, where `keyFieldName` = `key`, as an instance of `type`.
+If the record is not found, `null` is returned.
+
+* `getRecordId(String tableName, String keyFieldName, Serializable key)`
+
+Get the primary key of the record in `tableName`, where `keyFieldName` = `key`, as a `Serializable`.
+If the record is not found, `null` is returned.
+
+* `getRecordId(String tableName, String keyFieldName, Serializable key, Class<T> type)`
+
+Get the primary key of the record in `tableName`, where `keyFieldName` = `key`, as an instance of `type`.
+If the record is not found, `null` is returned.
+
+* `getRecordByUniqueKey(String tableName, Map<String, Serializable> uniqueKey)`
+
+Get a `QRecord` from `tableName`, where the record matches the field/value pairs in `uniqueKey`.
+
+_Note: this method does not use the same internal map as the rest of the class.
+As such, it does not take advantage of any data fetched via the preload methods.
+It is only used for caching lazy-fetches._
+
+==== Methods for preloading
+* `preloadRecords(String tableName, String keyFieldName)`
+
+Query for all records from `tableName`, storing them in an internal map keyed by the field `keyFieldName`.
+
+* `preloadRecords(String tableName, String keyFieldName, QQueryFilter filter)`
+
+Query for records matching `filter` from `tableName`,
+storing them in an internal map keyed by the field `keyFieldName`.
+
+* `preloadRecords(String tableName, String keyFieldName, List<Serializable> inList)`
+
+Query for records with the field `keyFieldName` having a value in `inList` from `tableName`,
+storing them in an internal map keyed by the field `keyFieldName`.
+
+==== Config Methods
+* `setMayNotDoOneOffLookups(String tableName, String fieldName)`
+
+For cases where you know that you have preloaded records for `tableName`, keyed by `fieldName`,
+and you know that some of the keys may not have been found,
+so you want to avoid doing a query when a missed key is found in one of the `getRecord...` methods,
+then if you call this method, an internal flag is set, which will prevent any such one-off lookups.
+
+In other words, if this method has been called for a `(tableName, fieldName)` pair,
+then the `getRecord...` methods will only look in the internal map for records,
+and no queries will be performed to look for records.
diff --git a/docs/variables.adoc b/docs/variables.adoc
index 27b56226..fcab3c03 100644
--- a/docs/variables.adoc
+++ b/docs/variables.adoc
@@ -1,13 +1,25 @@
-ifdef::env-name[:relfilesuffix: .adoc]
-:link-backend: link:Backends{relfilesuffix}[QQQ Backend]
-:link-backends: link:Backends{relfilesuffix}[QQQ Backends]
-:link-table: link:Tables{relfilesuffix}[QQQ Table]
-:link-tables: link:Tables{relfilesuffix}[QQQ Tables]
-:link-join: link:Joins{relfilesuffix}[QQQ Join]
-:link-joins: link:Joins{relfilesuffix}[QQQ Joins]
-:link-field: link:Fields{relfilesuffix}[QQQ Field]
-:link-fields: link:Fields{relfilesuffix}[QQQ Fields]
-:link-process: link:Processes{relfilesuffix}[QQQ Process]
-:link-processes: link:Processes{relfilesuffix}[QQQ Processes]
-:link-app: link:Apps{relfilesuffix}[QQQ App]
-:link-apps: link:Apps{relfilesuffix}[QQQ Apps]
+:link-app: <<Apps,QQQ App>>
+:link-apps: <<Apps,QQQ Apps>>
+:link-backend: <<Backends,QQQ Backend>>
+:link-backends: <<Backends,QQQ Backends>>
+:link-field: <<Fields,QQQ Field>>
+:link-fields: <<Fields,QQQ Fields>>
+:link-icon: <<Icons,Icon>>
+:link-icons: <<Icons,Icons>>
+:link-instance: <<QInstance,QInstance>>
+:link-join: <<Joins,QQQ Join>>
+:link-joins: <<Joins,QQQ Joins>>
+:link-permissionRule: <<PermissionRules,Permission Rule>>
+:link-permissionRules: <<PermissionRules,Permission Rules>>
+:link-possibleValueSource: <<PossibleValueSources,QQQ Possible Value Source>>
+:link-possibleValueSources: <<PossibleValueSources,QQQ Possible Value Sources>>
+:link-process: <<Processes,QQQ Process>>
+:link-processes: <<Processes,QQQ Processes>>
+:link-report: <<Reports,QQQ Report>>
+:link-reports: <<Reports,QQQ Reports>>
+:link-securityKeyType: <<SecurityKeyTypes,Security Key Type>>
+:link-securityKeyTypes: <<SecurityKeyTypes,Security Key Types>>
+:link-table: <<Tables,QQQ Table>>
+:link-tables: <<Tables,QQQ Tables>>
+:link-widget: <<Widgets,QQQ Widget>>
+:link-widgets: <<Widgets,QQQ Widgets>>
diff --git a/pom.xml b/pom.xml
index c4e668aa..ade15061 100644
--- a/pom.xml
+++ b/pom.xml
@@ -33,6 +33,7 @@
       <module>qqq-backend-module-api</module>
       <module>qqq-backend-module-filesystem</module>
       <module>qqq-backend-module-rdbms</module>
+      <module>qqq-backend-module-mongodb</module>
       <module>qqq-language-support-javascript</module>
       <module>qqq-middleware-picocli</module>
       <module>qqq-middleware-javalin</module>
@@ -79,12 +80,12 @@
          <dependency>
             <groupId>org.apache.logging.log4j</groupId>
             <artifactId>log4j-api</artifactId>
-            <version>2.17.1</version>
+            <version>2.23.0</version>
          </dependency>
          <dependency>
             <groupId>org.apache.logging.log4j</groupId>
             <artifactId>log4j-core</artifactId>
-            <version>2.17.1</version>
+            <version>2.23.0</version>
          </dependency>
          <dependency>
             <groupId>org.junit.jupiter</groupId>
@@ -108,6 +109,16 @@
    </dependencyManagement>
 
    <build>
+      <resources>
+         <resource>
+            <directory>src/main/java</directory>
+            <filtering>false</filtering>
+         </resource>
+         <resource>
+            <directory>src/main/resources</directory>
+            <filtering>false</filtering>
+         </resource>
+      </resources>
       <plugins>
          <!-- plugins specifically for this module -->
          <!-- none at this time -->
@@ -317,6 +328,32 @@ fi
       </plugins>
    </build>
 
+   <!-- mvn javadoc:aggregate -->
+   <reporting>
+    <plugins>
+      <plugin>
+        <groupId>org.apache.maven.plugins</groupId>
+        <artifactId>maven-javadoc-plugin</artifactId>
+        <version>3.6.2</version>
+        <reportSets>
+          <reportSet>
+            <id>aggregate</id>
+            <inherited>false</inherited>
+            <reports>
+              <report>aggregate</report>
+            </reports>
+          </reportSet>
+          <reportSet>
+            <id>default</id>
+            <reports>
+              <report>javadoc</report>
+            </reports>
+          </reportSet>
+        </reportSets>
+      </plugin>
+    </plugins>
+   </reporting>
+
    <repositories>
       <repository>
          <id>github-qqq-maven-registry</id>
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/QBackendTransaction.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/QBackendTransaction.java
index 64a0c57e..465dae45 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/QBackendTransaction.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/QBackendTransaction.java
@@ -23,6 +23,9 @@ package com.kingsrook.qqq.backend.core.actions;
 
 
 import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.model.actions.AbstractTableActionInput;
+import com.kingsrook.qqq.backend.core.modules.backend.QBackendModuleDispatcher;
+import com.kingsrook.qqq.backend.core.modules.backend.QBackendModuleInterface;
 
 
 /*******************************************************************************
@@ -30,12 +33,26 @@ import com.kingsrook.qqq.backend.core.exceptions.QException;
  ** part of a transaction.
  **
  ** Most obvious use-case would be a JDBC Connection.  See subclass in rdbms module.
+ ** Ditto MongoDB.
  **
  ** Note:  One would imagine that this class shouldn't ever implement Serializable...
  *******************************************************************************/
 public class QBackendTransaction
 {
 
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public static QBackendTransaction openFor(AbstractTableActionInput input) throws QException
+   {
+      QBackendModuleDispatcher qBackendModuleDispatcher = new QBackendModuleDispatcher();
+      QBackendModuleInterface  qModule                  = qBackendModuleDispatcher.getQBackendModule(input.getBackend());
+      QBackendTransaction      transaction              = qModule.openTransaction(input);
+      return (transaction);
+   }
+
+
+
    /*******************************************************************************
     ** Commit the transaction.
     *******************************************************************************/
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/async/AsyncRecordPipeLoop.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/async/AsyncRecordPipeLoop.java
index 22d73fb5..74430f7f 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/async/AsyncRecordPipeLoop.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/async/AsyncRecordPipeLoop.java
@@ -83,6 +83,15 @@ public class AsyncRecordPipeLoop
       long    jobStartTime          = System.currentTimeMillis();
       boolean everCalledConsumer    = false;
 
+      ////////////////////////////////////////////////////////////////////////////
+      // in case the pipe capacity has been made very small (useful in tests!), //
+      // then make the minRecordsToConsume match it.                            //
+      ////////////////////////////////////////////////////////////////////////////
+      if(recordPipe.getCapacity() < minRecordsToConsume)
+      {
+         minRecordsToConsume = recordPipe.getCapacity();
+      }
+
       while(jobState.equals(AsyncJobState.RUNNING))
       {
          if(recordPipe.countAvailableRecords() < minRecordsToConsume)
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/audits/AuditAction.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/audits/AuditAction.java
index 540d0611..518718a9 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/audits/AuditAction.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/audits/AuditAction.java
@@ -295,7 +295,7 @@ public class AuditAction extends AbstractQActionFunction<AuditInput, AuditOutput
          }
          catch(Exception e)
          {
-            LOG.error("Error performing an audit", e);
+            LOG.warn("Error performing an audit", e);
          }
       }
 
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/audits/DMLAuditAction.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/audits/DMLAuditAction.java
index 2f82cb45..3ab02ce4 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/audits/DMLAuditAction.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/audits/DMLAuditAction.java
@@ -30,10 +30,12 @@ import java.time.temporal.ChronoUnit;
 import java.util.ArrayList;
 import java.util.Comparator;
 import java.util.HashMap;
+import java.util.HashSet;
 import java.util.List;
 import java.util.Map;
 import java.util.Objects;
 import java.util.Optional;
+import java.util.Set;
 import com.kingsrook.qqq.backend.core.actions.AbstractQActionFunction;
 import com.kingsrook.qqq.backend.core.actions.values.QPossibleValueTranslator;
 import com.kingsrook.qqq.backend.core.actions.values.QValueFormatter;
@@ -73,6 +75,8 @@ public class DMLAuditAction extends AbstractQActionFunction<DMLAuditInput, DMLAu
 
    public static final String AUDIT_CONTEXT_FIELD_NAME = "auditContext";
 
+   private static Set<String> loggedUnauditableTableNames = new HashSet<>();
+
 
 
    /*******************************************************************************
@@ -102,6 +106,21 @@ public class DMLAuditAction extends AbstractQActionFunction<DMLAuditInput, DMLAu
             return (output);
          }
 
+         ///////////////////////////////////////////////////////////////////////////////////////////////////////
+         // currently, the table's primary key must be integer... so, log (once) and return early if not that //
+         // (or, if no primary key!)                                                                          //
+         ///////////////////////////////////////////////////////////////////////////////////////////////////////
+         QFieldMetaData field = table.getFields().get(table.getPrimaryKeyField());
+         if(field == null || !QFieldType.INTEGER.equals(field.getType()))
+         {
+            if(!loggedUnauditableTableNames.contains(table.getName()))
+            {
+               LOG.info("Cannot audit table without integer as its primary key", logPair("tableName", table.getName()));
+               loggedUnauditableTableNames.add(table.getName());
+            }
+            return (output);
+         }
+
          String contextSuffix = getContentSuffix(input);
 
          AuditInput auditInput = new AuditInput();
@@ -168,7 +187,7 @@ public class DMLAuditAction extends AbstractQActionFunction<DMLAuditInput, DMLAu
       }
       catch(Exception e)
       {
-         LOG.error("Error performing DML audit", e, logPair("type", String.valueOf(dmlType)), logPair("table", table.getName()));
+         LOG.warn("Error performing DML audit", e, logPair("type", String.valueOf(dmlType)), logPair("table", table.getName()));
       }
 
       return (output);
@@ -192,6 +211,19 @@ public class DMLAuditAction extends AbstractQActionFunction<DMLAuditInput, DMLAu
          contextSuffix.append(" ").append(input.getAuditContext());
       }
 
+      //////////////////////////////////////////////////////////////
+      // look for a context value place directly into the session //
+      //////////////////////////////////////////////////////////////
+      QSession qSession = QContext.getQSession();
+      if(qSession != null)
+      {
+         String sessionContext = qSession.getValue(AUDIT_CONTEXT_FIELD_NAME);
+         if(StringUtils.hasContent(sessionContext))
+         {
+            contextSuffix.append(" ").append(sessionContext);
+         }
+      }
+
       /////////////////////////////////////////////////////////////////////////////////////
       // note process label (and a possible context from the process's state) if present //
       /////////////////////////////////////////////////////////////////////////////////////
@@ -215,17 +247,20 @@ public class DMLAuditAction extends AbstractQActionFunction<DMLAuditInput, DMLAu
       ///////////////////////////////////////////////////
       // use api label & version if present in session //
       ///////////////////////////////////////////////////
-      QSession qSession   = QContext.getQSession();
-      String   apiVersion = qSession.getValue("apiVersion");
-      if(apiVersion != null)
+      if(qSession != null)
       {
-         String apiLabel = qSession.getValue("apiLabel");
-         if(!StringUtils.hasContent(apiLabel))
+         String apiVersion = qSession.getValue("apiVersion");
+         if(apiVersion != null)
          {
-            apiLabel = "API";
+            String apiLabel = qSession.getValue("apiLabel");
+            if(!StringUtils.hasContent(apiLabel))
+            {
+               apiLabel = "API";
+            }
+            contextSuffix.append(" via ").append(apiLabel).append(" Version: ").append(apiVersion);
          }
-         contextSuffix.append(" via ").append(apiLabel).append(" Version: ").append(apiVersion);
       }
+
       return (contextSuffix.toString());
    }
 
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/automation/AutomationStatus.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/automation/AutomationStatus.java
index 49679fe1..14635b62 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/automation/AutomationStatus.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/automation/AutomationStatus.java
@@ -22,6 +22,7 @@
 package com.kingsrook.qqq.backend.core.actions.automation;
 
 
+import java.util.Objects;
 import com.kingsrook.qqq.backend.core.model.metadata.possiblevalues.PossibleValueEnum;
 
 
@@ -55,6 +56,30 @@ public enum AutomationStatus implements PossibleValueEnum<Integer>
 
 
 
+   /*******************************************************************************
+    ** Get instance by id
+    **
+    *******************************************************************************/
+   public static AutomationStatus getById(Integer id)
+   {
+      if(id == null)
+      {
+         return (null);
+      }
+
+      for(AutomationStatus value : AutomationStatus.values())
+      {
+         if(Objects.equals(value.id, id))
+         {
+            return (value);
+         }
+      }
+
+      return (null);
+   }
+
+
+
    /*******************************************************************************
     ** Getter for id
     **
@@ -106,10 +131,10 @@ public enum AutomationStatus implements PossibleValueEnum<Integer>
    public String getInsertOrUpdate()
    {
       return switch(this)
-         {
-            case PENDING_INSERT_AUTOMATIONS, RUNNING_INSERT_AUTOMATIONS, FAILED_INSERT_AUTOMATIONS -> "Insert";
-            case PENDING_UPDATE_AUTOMATIONS, RUNNING_UPDATE_AUTOMATIONS, FAILED_UPDATE_AUTOMATIONS -> "Update";
-            case OK -> "";
-         };
+      {
+         case PENDING_INSERT_AUTOMATIONS, RUNNING_INSERT_AUTOMATIONS, FAILED_INSERT_AUTOMATIONS -> "Insert";
+         case PENDING_UPDATE_AUTOMATIONS, RUNNING_UPDATE_AUTOMATIONS, FAILED_UPDATE_AUTOMATIONS -> "Update";
+         case OK -> "";
+      };
    }
 }
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/automation/RecordAutomationStatusUpdater.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/automation/RecordAutomationStatusUpdater.java
index ce942c25..beef50e5 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/automation/RecordAutomationStatusUpdater.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/automation/RecordAutomationStatusUpdater.java
@@ -22,30 +22,40 @@
 package com.kingsrook.qqq.backend.core.actions.automation;
 
 
+import java.io.Serializable;
+import java.time.Duration;
+import java.time.temporal.ChronoUnit;
 import java.util.Collections;
+import java.util.HashSet;
 import java.util.List;
+import java.util.Optional;
+import java.util.Set;
+import com.kingsrook.qqq.backend.core.actions.QBackendTransaction;
 import com.kingsrook.qqq.backend.core.actions.tables.CountAction;
+import com.kingsrook.qqq.backend.core.actions.tables.QueryAction;
 import com.kingsrook.qqq.backend.core.actions.tables.UpdateAction;
 import com.kingsrook.qqq.backend.core.context.QContext;
 import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.instances.QMetaDataVariableInterpreter;
 import com.kingsrook.qqq.backend.core.logging.QLogger;
 import com.kingsrook.qqq.backend.core.model.actions.tables.count.CountInput;
 import com.kingsrook.qqq.backend.core.model.actions.tables.count.CountOutput;
 import com.kingsrook.qqq.backend.core.model.actions.tables.query.QCriteriaOperator;
 import com.kingsrook.qqq.backend.core.model.actions.tables.query.QFilterCriteria;
 import com.kingsrook.qqq.backend.core.model.actions.tables.query.QQueryFilter;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QueryInput;
 import com.kingsrook.qqq.backend.core.model.actions.tables.update.UpdateInput;
 import com.kingsrook.qqq.backend.core.model.automation.TableTrigger;
 import com.kingsrook.qqq.backend.core.model.data.QRecord;
-import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
 import com.kingsrook.qqq.backend.core.model.metadata.tables.QTableMetaData;
 import com.kingsrook.qqq.backend.core.model.metadata.tables.automation.AutomationStatusTrackingType;
 import com.kingsrook.qqq.backend.core.model.metadata.tables.automation.QTableAutomationDetails;
 import com.kingsrook.qqq.backend.core.model.metadata.tables.automation.TableAutomationAction;
 import com.kingsrook.qqq.backend.core.model.metadata.tables.automation.TriggerEvent;
-import com.kingsrook.qqq.backend.core.model.session.QSession;
 import com.kingsrook.qqq.backend.core.utils.CollectionUtils;
+import com.kingsrook.qqq.backend.core.utils.memoization.Memoization;
 import org.apache.commons.lang.NotImplementedException;
+import static com.kingsrook.qqq.backend.core.logging.LogUtils.logPair;
 
 
 /*******************************************************************************
@@ -55,19 +65,37 @@ public class RecordAutomationStatusUpdater
 {
    private static final QLogger LOG = QLogger.getLogger(RecordAutomationStatusUpdater.class);
 
+   ///////////////////////////////////////////////////////////////////////////////////////////////////////
+   // feature flag - by default, will be true - before setting records to PENDING_UPDATE_AUTOMATIONS,   //
+   // we will fetch them (if we didn't take them in from the caller, which, UpdateAction does if its    //
+   // backend supports it), to check their current automationStatus - and if they are currently PENDING //
+   // or RUNNING inserts or updates, we won't update them.                                              //
+   ///////////////////////////////////////////////////////////////////////////////////////////////////////
+   private static boolean allowPreUpdateFetch = new QMetaDataVariableInterpreter().getBooleanFromPropertyOrEnvironment("qqq.recordAutomationStatusUpdater.allowPreUpdateFetch", "QQQ_RECORD_AUTOMATION_STATUS_UPDATER_ALLOW_PRE_UPDATE_FETCH", true);
+
+   ///////////////////////////////////////////////////////////////////////////////////////////////
+   // feature flag - by default, we'll memoize the check for triggers - but we can turn it off. //
+   ///////////////////////////////////////////////////////////////////////////////////////////////
+   private static boolean memoizeCheckForTriggers = new QMetaDataVariableInterpreter().getBooleanFromPropertyOrEnvironment("qqq.recordAutomationStatusUpdater.memoizeCheckForTriggers", "QQQ_RECORD_AUTOMATION_STATUS_UPDATER_MEMOIZE_CHECK_FOR_TRIGGERS", true);
+
+   private static Memoization<Key, Boolean> areThereTableTriggersForTableMemoization = new Memoization<Key, Boolean>().withTimeout(Duration.of(60, ChronoUnit.SECONDS));
+
 
 
    /*******************************************************************************
     ** for a list of records from a table, set their automation status - based on
     ** how the table is configured.
     *******************************************************************************/
-   public static boolean setAutomationStatusInRecords(QSession session, QTableMetaData table, List<QRecord> records, AutomationStatus automationStatus)
+   public static boolean setAutomationStatusInRecords(QTableMetaData table, List<QRecord> records, AutomationStatus automationStatus, QBackendTransaction transaction, List<QRecord> oldRecordList)
    {
       if(table == null || table.getAutomationDetails() == null || CollectionUtils.nullSafeIsEmpty(records))
       {
          return (false);
       }
 
+      QTableAutomationDetails automationDetails   = table.getAutomationDetails();
+      Set<Serializable>       pkeysWeMayNotUpdate = new HashSet<>();
+
       ///////////////////////////////////////////////////////////////////////////////////////////////////
       // In case an automation is running, and it updates records - don't let those records be marked  //
       // as PENDING_UPDATE_AUTOMATIONS... this is meant to avoid having a record's automation update   //
@@ -81,12 +109,60 @@ public class RecordAutomationStatusUpdater
          for(StackTraceElement stackTraceElement : e.getStackTrace())
          {
             String className = stackTraceElement.getClassName();
-            if(className.contains("com.kingsrook.qqq.backend.core.actions.automation") && !className.equals(RecordAutomationStatusUpdater.class.getName()) && !className.endsWith("Test"))
+            if(className.contains(RecordAutomationStatusUpdater.class.getPackageName()) && !className.equals(RecordAutomationStatusUpdater.class.getName()) && !className.endsWith("Test") && !className.contains("Test$"))
             {
                LOG.debug("Avoiding re-setting automation status to PENDING_UPDATE while running an automation");
                return (false);
             }
          }
+
+         ///////////////////////////////////////////////////////////////////////////////
+         // if table uses field-in-table status tracking, then check the old records, //
+         // before we set them to pending-updates, to avoid losing other pending or   //
+         // running status information.  We will allow moving  from OK or the 2       //
+         // failed statuses into pending-updates - which seems right.                 //
+         // This is added to fix cases where an update that comes in before insert    //
+         // -automations have run, will cause the pending-insert status to be missed. //
+         ///////////////////////////////////////////////////////////////////////////////
+         if(automationDetails.getStatusTracking() != null && AutomationStatusTrackingType.FIELD_IN_TABLE.equals(automationDetails.getStatusTracking().getType()))
+         {
+            try
+            {
+               if(CollectionUtils.nullSafeIsEmpty(oldRecordList))
+               {
+                  ///////////////////////////////////////////////////////////////////////////////////////////////
+                  // if we didn't get the oldRecordList as input (though UpdateAction should usually pass it?) //
+                  // then check feature-flag if we're allowed to do a lookup here & now.  If so, then do.      //
+                  ///////////////////////////////////////////////////////////////////////////////////////////////
+                  if(allowPreUpdateFetch)
+                  {
+                     List<Serializable> pkeysToLookup = records.stream().map(r -> r.getValue(table.getPrimaryKeyField())).toList();
+                     oldRecordList = new QueryAction().execute(new QueryInput(table.getName())
+                        .withFilter(new QQueryFilter(new QFilterCriteria(table.getPrimaryKeyField(), QCriteriaOperator.IN, pkeysToLookup)))
+                        .withTransaction(transaction)
+                     ).getRecords();
+                  }
+               }
+
+               for(QRecord freshRecord : CollectionUtils.nonNullList(oldRecordList))
+               {
+                  Serializable recordStatus = freshRecord.getValue(automationDetails.getStatusTracking().getFieldName());
+                  if(AutomationStatus.PENDING_INSERT_AUTOMATIONS.getId().equals(recordStatus)
+                     || AutomationStatus.PENDING_UPDATE_AUTOMATIONS.getId().equals(recordStatus)
+                     || AutomationStatus.RUNNING_INSERT_AUTOMATIONS.getId().equals(recordStatus)
+                     || AutomationStatus.RUNNING_UPDATE_AUTOMATIONS.getId().equals(recordStatus))
+                  {
+                     Serializable primaryKey = freshRecord.getValue(table.getPrimaryKeyField());
+                     LOG.debug("May not update automation status", logPair("table", table.getName()), logPair("id", primaryKey), logPair("currentStatus", recordStatus), logPair("requestedStatus", automationStatus.getId()));
+                     pkeysWeMayNotUpdate.add(primaryKey);
+                  }
+               }
+            }
+            catch(QException qe)
+            {
+               LOG.error("Error checking existing automation status before setting new automation status - more records will be updated than maybe should be...", qe);
+            }
+         }
       }
 
       ////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
@@ -98,19 +174,15 @@ public class RecordAutomationStatusUpdater
          automationStatus = AutomationStatus.OK;
       }
 
-      QTableAutomationDetails automationDetails = table.getAutomationDetails();
       if(automationDetails.getStatusTracking() != null && AutomationStatusTrackingType.FIELD_IN_TABLE.equals(automationDetails.getStatusTracking().getType()))
       {
          for(QRecord record : records)
          {
-            ///////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
-            // todo - seems like there's some case here, where if an order was in PENDING_INSERT, but then some other job updated the record, that we'd  //
-            //  lose that pending status, which would be a Bad Thing™...                                                                                 //
-            //  problem is - we may not have the full record in here, so we can't necessarily check the record to see what status it's currently in...   //
-            ///////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
-
-            record.setValue(automationDetails.getStatusTracking().getFieldName(), automationStatus.getId());
-            // todo - another field - for the automation timestamp??
+            if(!pkeysWeMayNotUpdate.contains(record.getValue(table.getPrimaryKeyField())))
+            {
+               record.setValue(automationDetails.getStatusTracking().getFieldName(), automationStatus.getId());
+               // todo - another field - for the automation timestamp??
+            }
          }
       }
 
@@ -188,11 +260,29 @@ public class RecordAutomationStatusUpdater
          return (false);
       }
 
+      if(memoizeCheckForTriggers)
+      {
+         ///////////////////////////////////////////////////////////////////////////////////////
+         // as within the lookup method, error on the side of "yes, maybe there are triggers" //
+         ///////////////////////////////////////////////////////////////////////////////////////
+         Optional<Boolean> result = areThereTableTriggersForTableMemoization.getResult(new Key(table, triggerEvent), key -> lookupIfThereAreTriggersForTable(table, triggerEvent));
+         return result.orElse(true);
+      }
+      else
+      {
+         return lookupIfThereAreTriggersForTable(table, triggerEvent);
+      }
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   private static Boolean lookupIfThereAreTriggersForTable(QTableMetaData table, TriggerEvent triggerEvent)
+   {
       try
       {
-         ///////////////////
-         // todo - cache? //
-         ///////////////////
          CountInput countInput = new CountInput();
          countInput.setTableName(TableTrigger.TABLE_NAME);
          countInput.setFilter(new QQueryFilter(
@@ -207,6 +297,7 @@ public class RecordAutomationStatusUpdater
          ///////////////////////////////////////////////////////////////////////////////////////////////////////////
          // if the count query failed, we're a bit safer to err on the side of "yeah, there might be automations" //
          ///////////////////////////////////////////////////////////////////////////////////////////////////////////
+         LOG.warn("Error looking if there are triggers for table", e, logPair("tableName", table.getName()));
          return (true);
       }
    }
@@ -217,12 +308,12 @@ public class RecordAutomationStatusUpdater
     ** for a list of records, update their automation status and actually Update the
     ** backend as well.
     *******************************************************************************/
-   public static void setAutomationStatusInRecordsAndUpdate(QInstance instance, QSession session, QTableMetaData table, List<QRecord> records, AutomationStatus automationStatus) throws QException
+   public static void setAutomationStatusInRecordsAndUpdate(QTableMetaData table, List<QRecord> records, AutomationStatus automationStatus, QBackendTransaction transaction) throws QException
    {
       QTableAutomationDetails automationDetails = table.getAutomationDetails();
       if(automationDetails != null && AutomationStatusTrackingType.FIELD_IN_TABLE.equals(automationDetails.getStatusTracking().getType()))
       {
-         boolean didSetStatusField = setAutomationStatusInRecords(session, table, records, automationStatus);
+         boolean didSetStatusField = setAutomationStatusInRecords(table, records, automationStatus, transaction, null);
          if(didSetStatusField)
          {
             UpdateInput updateInput = new UpdateInput();
@@ -237,6 +328,7 @@ public class RecordAutomationStatusUpdater
                .withValue(table.getPrimaryKeyField(), r.getValue(table.getPrimaryKeyField()))
                .withValue(automationDetails.getStatusTracking().getFieldName(), r.getValue(automationDetails.getStatusTracking().getFieldName()))).toList());
             updateInput.setAreAllValuesBeingUpdatedTheSame(true);
+            updateInput.setTransaction(transaction);
             updateInput.setOmitDmlAudit(true);
 
             new UpdateAction().execute(updateInput);
@@ -250,4 +342,8 @@ public class RecordAutomationStatusUpdater
       }
    }
 
+
+
+   private record Key(QTableMetaData table, TriggerEvent triggerEvent) {}
+
 }
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/automation/polling/PollingAutomationPerTableRunner.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/automation/polling/PollingAutomationPerTableRunner.java
index 8d37403e..2113facc 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/automation/polling/PollingAutomationPerTableRunner.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/automation/polling/PollingAutomationPerTableRunner.java
@@ -28,6 +28,7 @@ import java.util.Comparator;
 import java.util.List;
 import java.util.Map;
 import java.util.Objects;
+import java.util.Optional;
 import java.util.function.Supplier;
 import java.util.stream.Collectors;
 import com.kingsrook.qqq.backend.core.actions.async.AsyncRecordPipeLoop;
@@ -43,6 +44,7 @@ import com.kingsrook.qqq.backend.core.actions.tables.GetAction;
 import com.kingsrook.qqq.backend.core.actions.tables.QueryAction;
 import com.kingsrook.qqq.backend.core.context.QContext;
 import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.logging.LogPair;
 import com.kingsrook.qqq.backend.core.logging.QLogger;
 import com.kingsrook.qqq.backend.core.model.actions.processes.RunProcessInput;
 import com.kingsrook.qqq.backend.core.model.actions.processes.RunProcessOutput;
@@ -59,18 +61,21 @@ import com.kingsrook.qqq.backend.core.model.automation.TableTrigger;
 import com.kingsrook.qqq.backend.core.model.data.QRecord;
 import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
 import com.kingsrook.qqq.backend.core.model.metadata.code.QCodeReference;
+import com.kingsrook.qqq.backend.core.model.metadata.fields.DynamicDefaultValueBehavior;
+import com.kingsrook.qqq.backend.core.model.metadata.fields.QFieldMetaData;
 import com.kingsrook.qqq.backend.core.model.metadata.tables.QTableMetaData;
 import com.kingsrook.qqq.backend.core.model.metadata.tables.automation.AutomationStatusTrackingType;
 import com.kingsrook.qqq.backend.core.model.metadata.tables.automation.QTableAutomationDetails;
 import com.kingsrook.qqq.backend.core.model.metadata.tables.automation.TableAutomationAction;
 import com.kingsrook.qqq.backend.core.model.metadata.tables.automation.TriggerEvent;
-import com.kingsrook.qqq.backend.core.model.savedfilters.SavedFilter;
+import com.kingsrook.qqq.backend.core.model.savedviews.SavedView;
 import com.kingsrook.qqq.backend.core.model.session.QSession;
 import com.kingsrook.qqq.backend.core.utils.CollectionUtils;
 import com.kingsrook.qqq.backend.core.utils.JsonUtils;
 import com.kingsrook.qqq.backend.core.utils.StringUtils;
 import com.kingsrook.qqq.backend.core.utils.collections.MapBuilder;
 import org.apache.commons.lang.NotImplementedException;
+import org.json.JSONObject;
 import static com.kingsrook.qqq.backend.core.logging.LogUtils.logPair;
 
 
@@ -87,8 +92,9 @@ public class PollingAutomationPerTableRunner implements Runnable
 {
    private static final QLogger LOG = QLogger.getLogger(PollingAutomationPerTableRunner.class);
 
-   private final TableActions tableActions;
-   private final String       name;
+   private final TableActionsInterface tableActions;
+
+   private String name;
 
    private QInstance          instance;
    private Supplier<QSession> sessionSupplier;
@@ -116,10 +122,51 @@ public class PollingAutomationPerTableRunner implements Runnable
 
 
    /*******************************************************************************
-    **
+    ** Interface to be used by 2 records in this class - normal TableActions, and
+    ** ShardedTableActions.
     *******************************************************************************/
-   public record TableActions(String tableName, AutomationStatus status)
+   public interface TableActionsInterface
    {
+      /*******************************************************************************
+       **
+       *******************************************************************************/
+      String tableName();
+
+      /*******************************************************************************
+       **
+       *******************************************************************************/
+      AutomationStatus status();
+   }
+
+
+
+   /*******************************************************************************
+    ** Wrapper for a pair of (tableName, automationStatus)
+    *******************************************************************************/
+   public record TableActions(String tableName, AutomationStatus status) implements TableActionsInterface
+   {
+      /*******************************************************************************
+       **
+       *******************************************************************************/
+      public void noopToFakeTestCoverage()
+      {
+      }
+   }
+
+
+
+   /*******************************************************************************
+    ** extended version of TableAction, for sharding use-case - adds the shard
+    ** details.
+    *******************************************************************************/
+   public record ShardedTableActions(String tableName, AutomationStatus status, String shardByFieldName, Serializable shardValue, String shardLabel) implements TableActionsInterface
+   {
+      /*******************************************************************************
+       **
+       *******************************************************************************/
+      public void noopToFakeTestCoverage()
+      {
+      }
    }
 
 
@@ -128,16 +175,46 @@ public class PollingAutomationPerTableRunner implements Runnable
     ** basically just get a list of tables which at least *could* have automations
     ** run - either meta-data automations, or table-triggers (data/user defined).
     *******************************************************************************/
-   public static List<TableActions> getTableActions(QInstance instance, String providerName)
+   public static List<TableActionsInterface> getTableActions(QInstance instance, String providerName)
    {
-      List<TableActions> tableActionList = new ArrayList<>();
+      List<TableActionsInterface> tableActionList = new ArrayList<>();
 
       for(QTableMetaData table : instance.getTables().values())
       {
-         if(table.getAutomationDetails() != null && providerName.equals(table.getAutomationDetails().getProviderName()))
+         QTableAutomationDetails automationDetails = table.getAutomationDetails();
+         if(automationDetails != null && providerName.equals(automationDetails.getProviderName()))
          {
-            tableActionList.add(new TableActions(table.getName(), AutomationStatus.PENDING_INSERT_AUTOMATIONS));
-            tableActionList.add(new TableActions(table.getName(), AutomationStatus.PENDING_UPDATE_AUTOMATIONS));
+            if(StringUtils.hasContent(automationDetails.getShardByFieldName()))
+            {
+               //////////////////////////////////////////////////////////////////////////////////////////////
+               // for sharded automations, add a tableAction (of the sharded subtype) for each shard-value //
+               //////////////////////////////////////////////////////////////////////////////////////////////
+               try
+               {
+                  QueryInput queryInput = new QueryInput();
+                  queryInput.setTableName(automationDetails.getShardSourceTableName());
+                  QueryOutput queryOutput = new QueryAction().execute(queryInput);
+                  for(QRecord record : queryOutput.getRecords())
+                  {
+                     Serializable shardId = record.getValue(automationDetails.getShardIdFieldName());
+                     String       label   = record.getValueString(automationDetails.getShardLabelFieldName());
+                     tableActionList.add(new ShardedTableActions(table.getName(), AutomationStatus.PENDING_INSERT_AUTOMATIONS, automationDetails.getShardByFieldName(), shardId, label));
+                     tableActionList.add(new ShardedTableActions(table.getName(), AutomationStatus.PENDING_UPDATE_AUTOMATIONS, automationDetails.getShardByFieldName(), shardId, label));
+                  }
+               }
+               catch(Exception e)
+               {
+                  LOG.error("Error getting sharded table automation actions for a table", e, new LogPair("tableName", table.getName()));
+               }
+            }
+            else
+            {
+               ///////////////////////////////////////////////////////////////////
+               // for non-sharded, we just need tabler name & automation status //
+               ///////////////////////////////////////////////////////////////////
+               tableActionList.add(new TableActions(table.getName(), AutomationStatus.PENDING_INSERT_AUTOMATIONS));
+               tableActionList.add(new TableActions(table.getName(), AutomationStatus.PENDING_UPDATE_AUTOMATIONS));
+            }
          }
       }
 
@@ -149,12 +226,17 @@ public class PollingAutomationPerTableRunner implements Runnable
    /*******************************************************************************
     **
     *******************************************************************************/
-   public PollingAutomationPerTableRunner(QInstance instance, String providerName, Supplier<QSession> sessionSupplier, TableActions tableActions)
+   public PollingAutomationPerTableRunner(QInstance instance, String providerName, Supplier<QSession> sessionSupplier, TableActionsInterface tableActions)
    {
       this.instance = instance;
       this.sessionSupplier = sessionSupplier;
       this.tableActions = tableActions;
       this.name = providerName + ">" + tableActions.tableName() + ">" + tableActions.status().getInsertOrUpdate();
+
+      if(tableActions instanceof ShardedTableActions shardedTableActions)
+      {
+         this.name += ":" + shardedTableActions.shardLabel();
+      }
    }
 
 
@@ -173,12 +255,11 @@ public class PollingAutomationPerTableRunner implements Runnable
 
       try
       {
-         QSession session = sessionSupplier != null ? sessionSupplier.get() : new QSession();
-         processTableInsertOrUpdate(instance.getTable(tableActions.tableName()), session, tableActions.status());
+         processTableInsertOrUpdate(instance.getTable(tableActions.tableName()), tableActions.status());
       }
       catch(Exception e)
       {
-         LOG.warn("Error running automations", e);
+         LOG.warn("Error running automations", e, logPair("tableName", tableActions.tableName()), logPair("status", tableActions.status()));
       }
       finally
       {
@@ -192,7 +273,7 @@ public class PollingAutomationPerTableRunner implements Runnable
    /*******************************************************************************
     ** Query for and process records that have a PENDING_INSERT or PENDING_UPDATE status on a given table.
     *******************************************************************************/
-   public void processTableInsertOrUpdate(QTableMetaData table, QSession session, AutomationStatus automationStatus) throws QException
+   public void processTableInsertOrUpdate(QTableMetaData table, AutomationStatus automationStatus) throws QException
    {
       /////////////////////////////////////////////////////////////////////////
       // get the actions to run against this table in this automation status //
@@ -222,19 +303,30 @@ public class PollingAutomationPerTableRunner implements Runnable
             AutomationStatusTrackingType statusTrackingType = automationDetails.getStatusTracking().getType();
             if(AutomationStatusTrackingType.FIELD_IN_TABLE.equals(statusTrackingType))
             {
-               queryInput.setFilter(new QQueryFilter().withCriteria(new QFilterCriteria(automationDetails.getStatusTracking().getFieldName(), QCriteriaOperator.EQUALS, List.of(automationStatus.getId()))));
+               QQueryFilter filter = new QQueryFilter().withCriteria(new QFilterCriteria(automationDetails.getStatusTracking().getFieldName(), QCriteriaOperator.EQUALS, List.of(automationStatus.getId())));
+               addOrderByToQueryFilter(table, automationStatus, filter);
+               queryInput.setFilter(filter);
             }
             else
             {
                throw (new NotImplementedException("Automation Status Tracking type [" + statusTrackingType + "] is not yet implemented in here."));
             }
 
+            if(tableActions instanceof ShardedTableActions shardedTableActions)
+            {
+               //////////////////////////////////////////////////////////////
+               // for sharded actions, add the shardBy field as a criteria //
+               //////////////////////////////////////////////////////////////
+               QQueryFilter filter = queryInput.getFilter();
+               filter.addCriteria(new QFilterCriteria(shardedTableActions.shardByFieldName(), QCriteriaOperator.EQUALS, shardedTableActions.shardValue()));
+            }
+
             queryInput.setRecordPipe(recordPipe);
             return (new QueryAction().execute(queryInput));
          }, () ->
          {
             List<QRecord> records = recordPipe.consumeAvailableRecords();
-            applyActionsToRecords(session, table, records, actions, automationStatus);
+            applyActionsToRecords(table, records, actions, automationStatus);
             return (records.size());
          }
       );
@@ -242,6 +334,38 @@ public class PollingAutomationPerTableRunner implements Runnable
 
 
 
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   static void addOrderByToQueryFilter(QTableMetaData table, AutomationStatus automationStatus, QQueryFilter filter)
+   {
+      ////////////////////////////////////////////////////////////////////////////////////
+      // look for a field in the table with either create-date or modify-date behavior, //
+      // based on if doing insert or update automations                                 //
+      ////////////////////////////////////////////////////////////////////////////////////
+      DynamicDefaultValueBehavior dynamicDefaultValueBehavior = automationStatus.equals(AutomationStatus.PENDING_INSERT_AUTOMATIONS) ? DynamicDefaultValueBehavior.CREATE_DATE : DynamicDefaultValueBehavior.MODIFY_DATE;
+      Optional<QFieldMetaData> field = table.getFields().values().stream()
+         .filter(f -> dynamicDefaultValueBehavior.equals(f.getBehaviorOrDefault(QContext.getQInstance(), DynamicDefaultValueBehavior.class)))
+         .findFirst();
+
+      if(field.isPresent())
+      {
+         //////////////////////////////////////////////////////////////////////
+         // if a create/modify date field was found, order by it (ascending) //
+         //////////////////////////////////////////////////////////////////////
+         filter.addOrderBy(new QFilterOrderBy(field.get().getName()));
+      }
+      else
+      {
+         ////////////////////////////////////
+         // else, order by the primary key //
+         ////////////////////////////////////
+         filter.addOrderBy(new QFilterOrderBy(table.getPrimaryKeyField()));
+      }
+   }
+
+
+
    /*******************************************************************************
     ** get the actions to run against a table in an automation status.  both from
     ** metaData and tableTriggers/data.
@@ -258,7 +382,23 @@ public class PollingAutomationPerTableRunner implements Runnable
       {
          if(action.getTriggerEvent().equals(triggerEvent))
          {
-            rs.add(action);
+            ///////////////////////////////////////////////////////////
+            // for sharded configs, only run if the shard id matches //
+            ///////////////////////////////////////////////////////////
+            if(tableActions instanceof ShardedTableActions shardedTableActions)
+            {
+               if(shardedTableActions.shardValue().equals(action.getShardId()))
+               {
+                  rs.add(action);
+               }
+            }
+            else
+            {
+               ////////////////////////////////////////////
+               // for non-sharded, always add the action //
+               ////////////////////////////////////////////
+               rs.add(action);
+            }
          }
       }
 
@@ -285,13 +425,15 @@ public class PollingAutomationPerTableRunner implements Runnable
                if(filterId != null)
                {
                   GetInput getInput = new GetInput();
-                  getInput.setTableName(SavedFilter.TABLE_NAME);
+                  getInput.setTableName(SavedView.TABLE_NAME);
                   getInput.setPrimaryKey(filterId);
                   GetOutput getOutput = new GetAction().execute(getInput);
                   if(getOutput.getRecord() != null)
                   {
-                     SavedFilter savedFilter = new SavedFilter(getOutput.getRecord());
-                     filter = JsonUtils.toObject(savedFilter.getFilterJson(), QQueryFilter.class);
+                     SavedView  savedView   = new SavedView(getOutput.getRecord());
+                     JSONObject viewJson    = new JSONObject(savedView.getViewJson());
+                     JSONObject queryFilter = viewJson.getJSONObject("queryFilter");
+                     filter = JsonUtils.toObject(queryFilter.toString(), QQueryFilter.class);
                   }
                }
 
@@ -324,7 +466,7 @@ public class PollingAutomationPerTableRunner implements Runnable
     ** table's actions against them - IF they are found to match the action's filter
     ** (assuming it has one - if it doesn't, then all records match).
     *******************************************************************************/
-   private void applyActionsToRecords(QSession session, QTableMetaData table, List<QRecord> records, List<TableAutomationAction> actions, AutomationStatus automationStatus) throws QException
+   private void applyActionsToRecords(QTableMetaData table, List<QRecord> records, List<TableAutomationAction> actions, AutomationStatus automationStatus) throws QException
    {
       if(CollectionUtils.nullSafeIsEmpty(records))
       {
@@ -334,7 +476,7 @@ public class PollingAutomationPerTableRunner implements Runnable
       ///////////////////////////////////////////////////
       // mark the records as RUNNING their automations //
       ///////////////////////////////////////////////////
-      RecordAutomationStatusUpdater.setAutomationStatusInRecordsAndUpdate(instance, session, table, records, pendingToRunningStatusMap.get(automationStatus));
+      RecordAutomationStatusUpdater.setAutomationStatusInRecordsAndUpdate(table, records, pendingToRunningStatusMap.get(automationStatus), null);
 
       ///////////////////////////////////////////////////////////////////////////////////////////////////////////////
       // foreach action - run it against the records (but only if they match the action's filter, if there is one) //
@@ -352,13 +494,15 @@ public class PollingAutomationPerTableRunner implements Runnable
       ////////////////////////////////////////
       // update status on all these records //
       ////////////////////////////////////////
-      if(anyActionsFailed)
+      AutomationStatus statusToUpdateTo = anyActionsFailed ? pendingToFailedStatusMap.get(automationStatus) : AutomationStatus.OK;
+      try
       {
-         RecordAutomationStatusUpdater.setAutomationStatusInRecordsAndUpdate(instance, session, table, records, pendingToFailedStatusMap.get(automationStatus));
+         RecordAutomationStatusUpdater.setAutomationStatusInRecordsAndUpdate(table, records, statusToUpdateTo, null);
       }
-      else
+      catch(Exception e)
       {
-         RecordAutomationStatusUpdater.setAutomationStatusInRecordsAndUpdate(instance, session, table, records, AutomationStatus.OK);
+         LOG.warn("Error updating automationStatus after running automations", logPair("tableName", table), logPair("count", records.size()), logPair("status", statusToUpdateTo));
+         throw (e);
       }
    }
 
@@ -388,7 +532,7 @@ public class PollingAutomationPerTableRunner implements Runnable
       }
       catch(Exception e)
       {
-         LOG.warn("Caught exception processing records on " + table + " for action " + action, e);
+         LOG.warn("Caught exception processing automations", e, logPair("tableName", table), logPair("action", action.getName()));
          return (true);
       }
    }
@@ -471,7 +615,7 @@ public class PollingAutomationPerTableRunner implements Runnable
             @Override
             public QQueryFilter getQueryFilter()
             {
-               List<Serializable> recordIds = records.stream().map(r -> r.getValueInteger(table.getPrimaryKeyField())).collect(Collectors.toList());
+               List<Serializable> recordIds = records.stream().map(r -> r.getValue(table.getPrimaryKeyField())).collect(Collectors.toList());
                return (new QQueryFilter().withCriteria(new QFilterCriteria(table.getPrimaryKeyField(), QCriteriaOperator.IN, recordIds)));
             }
          });
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/dashboard/AbstractHTMLWidgetRenderer.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/dashboard/AbstractHTMLWidgetRenderer.java
index 3705968c..26481e78 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/dashboard/AbstractHTMLWidgetRenderer.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/dashboard/AbstractHTMLWidgetRenderer.java
@@ -41,6 +41,7 @@ import com.kingsrook.qqq.backend.core.model.actions.widgets.RenderWidgetInput;
 import com.kingsrook.qqq.backend.core.model.metadata.fields.DisplayFormat;
 import com.kingsrook.qqq.backend.core.model.metadata.processes.QProcessMetaData;
 import com.kingsrook.qqq.backend.core.utils.JsonUtils;
+import com.kingsrook.qqq.backend.core.utils.QQueryFilterDeduper;
 import com.kingsrook.qqq.backend.core.utils.StringUtils;
 
 
@@ -176,11 +177,13 @@ public abstract class AbstractHTMLWidgetRenderer extends AbstractWidgetRenderer
       {
          return (totalString);
       }
+      filter = QQueryFilterDeduper.dedupeFilter(filter);
       return ("<a href='" + tablePath + "?filter=" + JsonUtils.toJson(filter) + "'>" + totalString + "</a>");
    }
 
 
 
+
    /*******************************************************************************
     **
     *******************************************************************************/
@@ -192,6 +195,7 @@ public abstract class AbstractHTMLWidgetRenderer extends AbstractWidgetRenderer
          return;
       }
 
+      filter = QQueryFilterDeduper.dedupeFilter(filter);
       urls.add(tablePath + "?filter=" + JsonUtils.toJson(filter));
    }
 
@@ -208,6 +212,7 @@ public abstract class AbstractHTMLWidgetRenderer extends AbstractWidgetRenderer
          return (null);
       }
 
+      filter = QQueryFilterDeduper.dedupeFilter(filter);
       return (tablePath + "?filter=" + JsonUtils.toJson(filter));
    }
 
@@ -224,6 +229,7 @@ public abstract class AbstractHTMLWidgetRenderer extends AbstractWidgetRenderer
          return (null);
       }
 
+      filter = QQueryFilterDeduper.dedupeFilter(filter);
       return (tablePath + "?filter=" + URLEncoder.encode(JsonUtils.toJson(filter), Charset.defaultCharset()));
    }
 
@@ -326,6 +332,7 @@ public abstract class AbstractHTMLWidgetRenderer extends AbstractWidgetRenderer
       }
 
       String tablePath = QContext.getQInstance().getTablePath(tableName);
+      filter = QQueryFilterDeduper.dedupeFilter(filter);
       return (tablePath + "/" + processName + "?recordsParam=filterJSON&filterJSON=" + URLEncoder.encode(JsonUtils.toJson(filter), StandardCharsets.UTF_8));
    }
 
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/dashboard/widgets/DateTimeGroupBy.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/dashboard/widgets/DateTimeGroupBy.java
index f69596af..2cc0ba81 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/dashboard/widgets/DateTimeGroupBy.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/dashboard/widgets/DateTimeGroupBy.java
@@ -297,4 +297,21 @@ public enum DateTimeGroupBy
       ZonedDateTime zoned = instant.atZone(zoneId);
       return (zoned.plus(noOfChronoUnitsToAdd, chronoUnitToAdd).toInstant());
    }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public static DateTimeFormatter sqlDateFormatToSelectedDateTimeFormatter(String sqlDateFormat)
+   {
+      for(DateTimeGroupBy value : values())
+      {
+         if(value.sqlDateFormat.equals(sqlDateFormat))
+         {
+            return (value.selectedStringFormatter);
+         }
+      }
+      return null;
+   }
 }
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/interfaces/InsertInterface.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/interfaces/InsertInterface.java
index 3eb2738d..a1316cdf 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/interfaces/InsertInterface.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/interfaces/InsertInterface.java
@@ -31,7 +31,7 @@ import com.kingsrook.qqq.backend.core.model.actions.tables.insert.InsertOutput;
  ** Interface for the Insert action.
  **
  *******************************************************************************/
-public interface InsertInterface extends QActionInterface
+public interface InsertInterface
 {
    /*******************************************************************************
     **
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/metadata/MetaDataAction.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/metadata/MetaDataAction.java
index ef571e45..403d94e3 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/metadata/MetaDataAction.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/metadata/MetaDataAction.java
@@ -23,6 +23,7 @@ package com.kingsrook.qqq.backend.core.actions.metadata;
 
 
 import java.util.ArrayList;
+import java.util.Comparator;
 import java.util.LinkedHashMap;
 import java.util.List;
 import java.util.Map;
@@ -150,14 +151,21 @@ public class MetaDataAction
       }
       metaDataOutput.setWidgets(widgets);
 
+      ///////////////////////////////////////////////////////
+      // sort apps - by sortOrder (integer), then by label //
+      ///////////////////////////////////////////////////////
+      List<QAppMetaData> sortedApps = metaDataInput.getInstance().getApps().values().stream()
+         .sorted(Comparator.comparing((QAppMetaData a) -> a.getSortOrder())
+            .thenComparing((QAppMetaData a) -> a.getLabel()))
+         .toList();
+
       ///////////////////////////////////
       // map apps to frontend metadata //
       ///////////////////////////////////
       Map<String, QFrontendAppMetaData> apps = new LinkedHashMap<>();
-      for(Map.Entry<String, QAppMetaData> entry : metaDataInput.getInstance().getApps().entrySet())
+      for(QAppMetaData app : sortedApps)
       {
-         String       appName = entry.getKey();
-         QAppMetaData app     = entry.getValue();
+         String appName = app.getName();
 
          PermissionCheckResult permissionResult = PermissionsHelper.getPermissionCheckResult(metaDataInput, app);
          if(permissionResult.equals(PermissionCheckResult.DENY_HIDE))
@@ -191,7 +199,7 @@ public class MetaDataAction
       // organize app tree nodes by their hierarchy //
       ////////////////////////////////////////////////
       List<AppTreeNode> appTree = new ArrayList<>();
-      for(QAppMetaData appMetaData : metaDataInput.getInstance().getApps().values())
+      for(QAppMetaData appMetaData : sortedApps)
       {
          if(appMetaData.getParentAppName() == null)
          {
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/processes/QProcessCallbackFactory.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/processes/QProcessCallbackFactory.java
new file mode 100644
index 00000000..977104c0
--- /dev/null
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/processes/QProcessCallbackFactory.java
@@ -0,0 +1,68 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.actions.processes;
+
+
+import java.io.Serializable;
+import java.util.Collections;
+import java.util.List;
+import java.util.Map;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QQueryFilter;
+import com.kingsrook.qqq.backend.core.model.metadata.fields.QFieldMetaData;
+
+
+/*******************************************************************************
+ ** Constructor for commonly used QProcessCallback's
+ *******************************************************************************/
+public class QProcessCallbackFactory
+{
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public static QProcessCallback forFilter(QQueryFilter filter)
+   {
+      return new QProcessCallback()
+      {
+         /*******************************************************************************
+          **
+          *******************************************************************************/
+         @Override
+         public QQueryFilter getQueryFilter()
+         {
+            return (filter);
+         }
+
+
+
+         /*******************************************************************************
+          **
+          *******************************************************************************/
+         @Override
+         public Map<String, Serializable> getFieldValues(List<QFieldMetaData> fields)
+         {
+            return (Collections.emptyMap());
+         }
+      };
+   }
+
+}
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/processes/RunProcessAction.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/processes/RunProcessAction.java
index 0fee0fcc..c9350e68 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/processes/RunProcessAction.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/processes/RunProcessAction.java
@@ -72,7 +72,7 @@ import org.apache.commons.lang.BooleanUtils;
 
 
 /*******************************************************************************
- ** Action handler for running q-processes (which are a sequence of q-functions).
+ ** Action handler for running q-processes (which are a sequence of q-steps).
  *
  *******************************************************************************/
 public class RunProcessAction
@@ -82,6 +82,7 @@ public class RunProcessAction
    public static final String BASEPULL_THIS_RUNTIME_KEY = "basepullThisRuntimeKey";
    public static final String BASEPULL_LAST_RUNTIME_KEY = "basepullLastRuntimeKey";
    public static final String BASEPULL_TIMESTAMP_FIELD  = "basepullTimestampField";
+   public static final String BASEPULL_CONFIGURATION = "basepullConfiguration";
 
    ////////////////////////////////////////////////////////////////////////////////////////////////
    // indicator that the timestamp field should be updated - e.g., the execute step is finished. //
@@ -633,5 +634,6 @@ public class RunProcessAction
 
       runProcessInput.getValues().put(BASEPULL_LAST_RUNTIME_KEY, lastRunTime);
       runProcessInput.getValues().put(BASEPULL_TIMESTAMP_FIELD, basepullConfiguration.getTimestampField());
+      runProcessInput.getValues().put(BASEPULL_CONFIGURATION, basepullConfiguration);
    }
 }
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/reporting/GenerateReportAction.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/reporting/GenerateReportAction.java
index 8cc0d588..4f1fc32b 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/reporting/GenerateReportAction.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/reporting/GenerateReportAction.java
@@ -274,7 +274,7 @@ public class GenerateReportAction
       RunBackendStepOutput  transformStepOutput = null;
       if(tableView != null && tableView.getRecordTransformStep() != null)
       {
-         transformStep = QCodeLoader.getBackendStep(AbstractTransformStep.class, tableView.getRecordTransformStep());
+         transformStep = QCodeLoader.getAdHoc(AbstractTransformStep.class, tableView.getRecordTransformStep());
 
          transformStepInput = new RunBackendStepInput();
          transformStepInput.setValues(reportInput.getInputValues());
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/reporting/RecordPipe.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/reporting/RecordPipe.java
index dff2c4de..2583855f 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/reporting/RecordPipe.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/reporting/RecordPipe.java
@@ -44,7 +44,8 @@ public class RecordPipe
    private static final long BLOCKING_SLEEP_MILLIS = 100;
    private static final long MAX_SLEEP_LOOP_MILLIS = 300_000; // 5 minutes
 
-   private ArrayBlockingQueue<QRecord> queue = new ArrayBlockingQueue<>(1_000);
+   private int capacity = 1_000;
+   private ArrayBlockingQueue<QRecord> queue = new ArrayBlockingQueue<>(capacity);
 
    private boolean isTerminated = false;
 
@@ -72,6 +73,7 @@ public class RecordPipe
     *******************************************************************************/
    public RecordPipe(Integer overrideCapacity)
    {
+      this.capacity = overrideCapacity;
       queue = new ArrayBlockingQueue<>(overrideCapacity);
    }
 
@@ -213,4 +215,14 @@ public class RecordPipe
       this.postRecordActions = postRecordActions;
    }
 
+
+
+   /*******************************************************************************
+    ** Getter for capacity
+    **
+    *******************************************************************************/
+   public int getCapacity()
+   {
+      return capacity;
+   }
 }
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/scripts/RunAdHocRecordScriptAction.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/scripts/RunAdHocRecordScriptAction.java
index adad50a6..fafd48e8 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/scripts/RunAdHocRecordScriptAction.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/scripts/RunAdHocRecordScriptAction.java
@@ -30,6 +30,7 @@ import java.util.List;
 import java.util.Map;
 import java.util.Optional;
 import com.kingsrook.qqq.backend.core.actions.ActionHelper;
+import com.kingsrook.qqq.backend.core.actions.audits.DMLAuditAction;
 import com.kingsrook.qqq.backend.core.actions.tables.GetAction;
 import com.kingsrook.qqq.backend.core.actions.tables.QueryAction;
 import com.kingsrook.qqq.backend.core.context.QContext;
@@ -47,12 +48,14 @@ import com.kingsrook.qqq.backend.core.model.actions.tables.query.QQueryFilter;
 import com.kingsrook.qqq.backend.core.model.actions.tables.query.QueryInput;
 import com.kingsrook.qqq.backend.core.model.actions.tables.query.QueryJoin;
 import com.kingsrook.qqq.backend.core.model.actions.tables.query.QueryOutput;
+import com.kingsrook.qqq.backend.core.model.data.QRecord;
 import com.kingsrook.qqq.backend.core.model.metadata.code.AdHocScriptCodeReference;
 import com.kingsrook.qqq.backend.core.model.metadata.tables.QTableMetaData;
 import com.kingsrook.qqq.backend.core.model.scripts.Script;
 import com.kingsrook.qqq.backend.core.model.scripts.ScriptRevision;
 import com.kingsrook.qqq.backend.core.model.scripts.ScriptsMetaDataProvider;
 import com.kingsrook.qqq.backend.core.utils.CollectionUtils;
+import com.kingsrook.qqq.backend.core.utils.memoization.Memoization;
 
 
 /*******************************************************************************
@@ -65,6 +68,8 @@ public class RunAdHocRecordScriptAction
    private Map<Integer, ScriptRevision> scriptRevisionCacheByScriptRevisionId = new HashMap<>();
    private Map<Integer, ScriptRevision> scriptRevisionCacheByScriptId         = new HashMap<>();
 
+   private static Memoization<Integer, Script> scriptMemoizationById = new Memoization<>();
+
 
 
    /*******************************************************************************
@@ -85,6 +90,12 @@ public class RunAdHocRecordScriptAction
             throw (new QException("Script revision was not found."));
          }
 
+         Optional<Script> script = getScript(scriptRevision);
+
+         QContext.getQSession().setValue(DMLAuditAction.AUDIT_CONTEXT_FIELD_NAME, script.isPresent()
+            ? "via Script \"%s\"".formatted(script.get().getName())
+            : "via Script id " + scriptRevision.getScriptId());
+
          ////////////////////////////
          // figure out the records //
          ////////////////////////////
@@ -124,6 +135,10 @@ public class RunAdHocRecordScriptAction
       {
          output.setException(Optional.of(e));
       }
+      finally
+      {
+         QContext.getQSession().removeValue(DMLAuditAction.AUDIT_CONTEXT_FIELD_NAME);
+      }
    }
 
 
@@ -217,4 +232,44 @@ public class RunAdHocRecordScriptAction
       throw (new QException("Code reference did not contain a scriptRevision, scriptRevisionId, or scriptId"));
    }
 
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   private Optional<Script> getScript(ScriptRevision scriptRevision)
+   {
+      if(scriptRevision == null || scriptRevision.getScriptId() == null)
+      {
+         return (Optional.empty());
+      }
+
+      try
+      {
+         return scriptMemoizationById.getResult(scriptRevision.getScriptId(), scriptId ->
+         {
+            try
+            {
+               QRecord scriptRecord = new GetAction().executeForRecord(new GetInput(Script.TABLE_NAME).withPrimaryKey(scriptRevision.getScriptId()));
+               if(scriptRecord != null)
+               {
+                  Script script = new Script(scriptRecord);
+                  scriptMemoizationById.storeResult(scriptRevision.getScriptId(), script);
+                  return (script);
+               }
+            }
+            catch(Exception e)
+            {
+               LOG.info("");
+            }
+
+            return (null);
+         });
+      }
+      catch(Exception e)
+      {
+         return (Optional.empty());
+      }
+   }
+
 }
\ No newline at end of file
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/tables/InsertAction.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/tables/InsertAction.java
index 2d63939f..7e2c5dfb 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/tables/InsertAction.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/tables/InsertAction.java
@@ -53,6 +53,7 @@ import com.kingsrook.qqq.backend.core.model.actions.audits.DMLAuditInput;
 import com.kingsrook.qqq.backend.core.model.actions.tables.insert.InsertInput;
 import com.kingsrook.qqq.backend.core.model.actions.tables.insert.InsertOutput;
 import com.kingsrook.qqq.backend.core.model.data.QRecord;
+import com.kingsrook.qqq.backend.core.model.metadata.QBackendMetaData;
 import com.kingsrook.qqq.backend.core.model.metadata.fields.QFieldMetaData;
 import com.kingsrook.qqq.backend.core.model.metadata.fields.QFieldType;
 import com.kingsrook.qqq.backend.core.model.metadata.joins.JoinOn;
@@ -117,21 +118,24 @@ public class InsertAction extends AbstractQActionFunction<InsertInput, InsertOut
 
       setAutomationStatusField(insertInput);
 
-      //////////////////////////////////////////////////////
-      // load the backend module and its insert interface //
-      //////////////////////////////////////////////////////
-      QBackendModuleInterface qModule         = getBackendModuleInterface(insertInput);
-      InsertInterface         insertInterface = qModule.getInsertInterface();
-
       /////////////////////////////
       // run standard validators //
       /////////////////////////////
       performValidations(insertInput, false);
 
-      ////////////////////////////////////
-      // have the backend do the insert //
-      ////////////////////////////////////
-      InsertOutput insertOutput = insertInterface.execute(insertInput);
+      //////////////////////////////////////////////////////
+      // use the backend module to actually do the insert //
+      //////////////////////////////////////////////////////
+      InsertOutput insertOutput = runInsertInBackend(insertInput);
+
+      if(insertOutput.getRecords() == null)
+      {
+         ////////////////////////////////////////////////////////////////////////////////////
+         // in case the module failed to set record in the output, put an empty list there //
+         // to avoid so many downstream NPE's                                              //
+         ////////////////////////////////////////////////////////////////////////////////////
+         insertOutput.setRecords(new ArrayList<>());
+      }
 
       //////////////////////////////
       // log if there were errors //
@@ -187,6 +191,37 @@ public class InsertAction extends AbstractQActionFunction<InsertInput, InsertOut
 
 
 
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   private InsertOutput runInsertInBackend(InsertInput insertInput) throws QException
+   {
+      ///////////////////////////////////
+      // exit early if 0 input records //
+      ///////////////////////////////////
+      if(CollectionUtils.nullSafeIsEmpty(insertInput.getRecords()))
+      {
+         LOG.debug("Insert request called with 0 records.  Returning with no-op", logPair("tableName", insertInput.getTableName()));
+         InsertOutput rs = new InsertOutput();
+         rs.setRecords(new ArrayList<>());
+         return (rs);
+      }
+
+      //////////////////////////////////////////////////////
+      // load the backend module and its insert interface //
+      //////////////////////////////////////////////////////
+      QBackendModuleInterface qModule         = getBackendModuleInterface(insertInput.getBackend());
+      InsertInterface         insertInterface = qModule.getInsertInterface();
+
+      ////////////////////////////////////
+      // have the backend do the insert //
+      ////////////////////////////////////
+      InsertOutput insertOutput = insertInterface.execute(insertInput);
+      return insertOutput;
+   }
+
+
+
    /*******************************************************************************
     **
     *******************************************************************************/
@@ -208,7 +243,7 @@ public class InsertAction extends AbstractQActionFunction<InsertInput, InsertOut
 
       setDefaultValuesInRecords(table, insertInput.getRecords());
 
-      ValueBehaviorApplier.applyFieldBehaviors(insertInput.getInstance(), table, insertInput.getRecords());
+      ValueBehaviorApplier.applyFieldBehaviors(ValueBehaviorApplier.Action.INSERT, insertInput.getInstance(), table, insertInput.getRecords(), null);
 
       runPreInsertCustomizerIfItIsTime(insertInput, preInsertCustomizer, AbstractPreInsertCustomizer.WhenToRun.BEFORE_UNIQUE_KEY_CHECKS);
       setErrorsIfUniqueKeyErrors(insertInput, table);
@@ -410,7 +445,7 @@ public class InsertAction extends AbstractQActionFunction<InsertInput, InsertOut
     *******************************************************************************/
    private void setAutomationStatusField(InsertInput insertInput)
    {
-      RecordAutomationStatusUpdater.setAutomationStatusInRecords(insertInput.getSession(), insertInput.getTable(), insertInput.getRecords(), AutomationStatus.PENDING_INSERT_AUTOMATIONS);
+      RecordAutomationStatusUpdater.setAutomationStatusInRecords(insertInput.getTable(), insertInput.getRecords(), AutomationStatus.PENDING_INSERT_AUTOMATIONS, insertInput.getTransaction(), null);
    }
 
 
@@ -418,23 +453,11 @@ public class InsertAction extends AbstractQActionFunction<InsertInput, InsertOut
    /*******************************************************************************
     **
     *******************************************************************************/
-   private QBackendModuleInterface getBackendModuleInterface(InsertInput insertInput) throws QException
+   private QBackendModuleInterface getBackendModuleInterface(QBackendMetaData backend) throws QException
    {
-      ActionHelper.validateSession(insertInput);
       QBackendModuleDispatcher qBackendModuleDispatcher = new QBackendModuleDispatcher();
-      QBackendModuleInterface  qModule                  = qBackendModuleDispatcher.getQBackendModule(insertInput.getBackend());
+      QBackendModuleInterface  qModule                  = qBackendModuleDispatcher.getQBackendModule(backend);
       return (qModule);
    }
 
-
-
-   /*******************************************************************************
-    **
-    *******************************************************************************/
-   public QBackendTransaction openTransaction(InsertInput insertInput) throws QException
-   {
-      QBackendModuleInterface qModule = getBackendModuleInterface(insertInput);
-      return (qModule.getInsertInterface().openTransaction(insertInput));
-   }
-
 }
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/tables/ReplaceAction.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/tables/ReplaceAction.java
index 49be0e55..841c6d6b 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/tables/ReplaceAction.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/tables/ReplaceAction.java
@@ -84,9 +84,7 @@ public class ReplaceAction extends AbstractQActionFunction<ReplaceInput, Replace
          String         primaryKeyField = table.getPrimaryKeyField();
          if(transaction == null)
          {
-            InsertInput insertInput = new InsertInput();
-            insertInput.setTableName(input.getTableName());
-            transaction = new InsertAction().openTransaction(insertInput);
+            transaction = QBackendTransaction.openFor(new InsertInput(input.getTableName()));
             weOwnTheTransaction = true;
          }
 
@@ -138,19 +136,22 @@ public class ReplaceAction extends AbstractQActionFunction<ReplaceInput, Replace
          UpdateOutput updateOutput = new UpdateAction().execute(updateInput);
          output.setUpdateOutput(updateOutput);
 
-         QQueryFilter deleteFilter = new QQueryFilter(new QFilterCriteria(primaryKeyField, QCriteriaOperator.NOT_IN, primaryKeysToKeep));
-         if(input.getFilter() != null)
+         if(input.getPerformDeletes())
          {
-            deleteFilter.addSubFilter(input.getFilter());
-         }
+            QQueryFilter deleteFilter = new QQueryFilter(new QFilterCriteria(primaryKeyField, QCriteriaOperator.NOT_IN, primaryKeysToKeep));
+            if(input.getFilter() != null)
+            {
+               deleteFilter.addSubFilter(input.getFilter());
+            }
 
-         DeleteInput deleteInput = new DeleteInput();
-         deleteInput.setTableName(table.getName());
-         deleteInput.setQueryFilter(deleteFilter);
-         deleteInput.setTransaction(transaction);
-         deleteInput.setOmitDmlAudit(input.getOmitDmlAudit());
-         DeleteOutput deleteOutput = new DeleteAction().execute(deleteInput);
-         output.setDeleteOutput(deleteOutput);
+            DeleteInput deleteInput = new DeleteInput();
+            deleteInput.setTableName(table.getName());
+            deleteInput.setQueryFilter(deleteFilter);
+            deleteInput.setTransaction(transaction);
+            deleteInput.setOmitDmlAudit(input.getOmitDmlAudit());
+            DeleteOutput deleteOutput = new DeleteAction().execute(deleteInput);
+            output.setDeleteOutput(deleteOutput);
+         }
 
          if(weOwnTheTransaction)
          {
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/tables/UpdateAction.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/tables/UpdateAction.java
index a36decd0..a69acc45 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/tables/UpdateAction.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/tables/UpdateAction.java
@@ -57,6 +57,8 @@ import com.kingsrook.qqq.backend.core.model.actions.tables.query.QueryOutput;
 import com.kingsrook.qqq.backend.core.model.actions.tables.update.UpdateInput;
 import com.kingsrook.qqq.backend.core.model.actions.tables.update.UpdateOutput;
 import com.kingsrook.qqq.backend.core.model.data.QRecord;
+import com.kingsrook.qqq.backend.core.model.metadata.fields.DynamicDefaultValueBehavior;
+import com.kingsrook.qqq.backend.core.model.metadata.fields.FieldBehavior;
 import com.kingsrook.qqq.backend.core.model.metadata.fields.QFieldMetaData;
 import com.kingsrook.qqq.backend.core.model.metadata.fields.QFieldType;
 import com.kingsrook.qqq.backend.core.model.metadata.joins.JoinOn;
@@ -72,6 +74,7 @@ import com.kingsrook.qqq.backend.core.modules.backend.QBackendModuleDispatcher;
 import com.kingsrook.qqq.backend.core.modules.backend.QBackendModuleInterface;
 import com.kingsrook.qqq.backend.core.utils.CollectionUtils;
 import com.kingsrook.qqq.backend.core.utils.ValueUtils;
+import org.apache.commons.lang.BooleanUtils;
 import static com.kingsrook.qqq.backend.core.logging.LogUtils.logPair;
 
 
@@ -113,7 +116,6 @@ public class UpdateAction
    public UpdateOutput execute(UpdateInput updateInput) throws QException
    {
       ActionHelper.validateSession(updateInput);
-      setAutomationStatusField(updateInput);
 
       QTableMetaData table = updateInput.getTable();
 
@@ -130,12 +132,31 @@ public class UpdateAction
       ////////////////////////////////////////////////////////////////////////////////
       Optional<List<QRecord>> oldRecordList = fetchOldRecords(updateInput, updateInterface);
 
+      ///////////////////////////////////////////////////////////////////////////////////////
+      // allow caller to specify that we don't want to trigger automations. this isn't     //
+      // isn't expected to be used much - by design, only for the process that is meant to //
+      // heal automation status, so that it can force us into status=Pending-inserts       //
+      ///////////////////////////////////////////////////////////////////////////////////////
+      if(!updateInput.getOmitTriggeringAutomations())
+      {
+         setAutomationStatusField(updateInput, oldRecordList);
+      }
+
       performValidations(updateInput, oldRecordList, false);
 
       ////////////////////////////////////
       // have the backend do the update //
       ////////////////////////////////////
-      UpdateOutput updateOutput = updateInterface.execute(updateInput);
+      UpdateOutput updateOutput = runUpdateInBackend(updateInput, updateInterface);
+
+      if(updateOutput.getRecords() == null)
+      {
+         ////////////////////////////////////////////////////////////////////////////////////
+         // in case the module failed to set record in the output, put an empty list there //
+         // to avoid so many downstream NPE's                                              //
+         ////////////////////////////////////////////////////////////////////////////////////
+         updateOutput.setRecords(new ArrayList<>());
+      }
 
       //////////////////////////////
       // log if there were errors //
@@ -194,6 +215,28 @@ public class UpdateAction
 
 
 
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   private UpdateOutput runUpdateInBackend(UpdateInput updateInput, UpdateInterface updateInterface) throws QException
+   {
+      ///////////////////////////////////
+      // exit early if 0 input records //
+      ///////////////////////////////////
+      if(CollectionUtils.nullSafeIsEmpty(updateInput.getRecords()))
+      {
+         LOG.debug("Update request called with 0 records.  Returning with no-op", logPair("tableName", updateInput.getTableName()));
+         UpdateOutput rs = new UpdateOutput();
+         rs.setRecords(new ArrayList<>());
+         return (rs);
+      }
+
+      UpdateOutput updateOutput = updateInterface.execute(updateInput);
+      return updateOutput;
+   }
+
+
+
    /*******************************************************************************
     **
     *******************************************************************************/
@@ -204,7 +247,13 @@ public class UpdateAction
       /////////////////////////////
       // run standard validators //
       /////////////////////////////
-      ValueBehaviorApplier.applyFieldBehaviors(updateInput.getInstance(), table, updateInput.getRecords());
+      Set<FieldBehavior<?>> behaviorsToOmit = null;
+      if(BooleanUtils.isTrue(updateInput.getOmitModifyDateUpdate()))
+      {
+         behaviorsToOmit = Set.of(DynamicDefaultValueBehavior.MODIFY_DATE);
+      }
+
+      ValueBehaviorApplier.applyFieldBehaviors(ValueBehaviorApplier.Action.UPDATE, updateInput.getInstance(), table, updateInput.getRecords(), behaviorsToOmit);
       validatePrimaryKeysAreGiven(updateInput);
 
       if(oldRecordList.isPresent())
@@ -530,9 +579,9 @@ public class UpdateAction
    /*******************************************************************************
     ** If the table being updated uses an automation-status field, populate it now.
     *******************************************************************************/
-   private void setAutomationStatusField(UpdateInput updateInput)
+   private void setAutomationStatusField(UpdateInput updateInput, Optional<List<QRecord>> oldRecordList)
    {
-      RecordAutomationStatusUpdater.setAutomationStatusInRecords(updateInput.getSession(), updateInput.getTable(), updateInput.getRecords(), AutomationStatus.PENDING_UPDATE_AUTOMATIONS);
+      RecordAutomationStatusUpdater.setAutomationStatusInRecords(updateInput.getTable(), updateInput.getRecords(), AutomationStatus.PENDING_UPDATE_AUTOMATIONS, updateInput.getTransaction(), oldRecordList.orElse(null));
    }
 
 }
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/tables/helpers/UpdateActionRecordSplitHelper.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/tables/helpers/UpdateActionRecordSplitHelper.java
new file mode 100644
index 00000000..fe3c1557
--- /dev/null
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/tables/helpers/UpdateActionRecordSplitHelper.java
@@ -0,0 +1,174 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.actions.tables.helpers;
+
+
+import java.time.Instant;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Objects;
+import com.kingsrook.qqq.backend.core.model.actions.tables.update.UpdateInput;
+import com.kingsrook.qqq.backend.core.model.data.QRecord;
+import com.kingsrook.qqq.backend.core.model.metadata.fields.QFieldMetaData;
+import com.kingsrook.qqq.backend.core.model.metadata.tables.QTableMetaData;
+import com.kingsrook.qqq.backend.core.utils.CollectionUtils;
+import com.kingsrook.qqq.backend.core.utils.ListingHash;
+
+
+/*******************************************************************************
+ ** Helper for backends that want to do their updates on records grouped by the
+ ** set of fields that are being changed, and/or by the values those fields are
+ ** being set to.
+ **
+ ** e.g., RDBMS, for n records where some sub-set of fields are all having values
+ ** set the same (say, a status=x), we can do that as 1 query where id in (?,?,...,?).
+ *******************************************************************************/
+public class UpdateActionRecordSplitHelper
+{
+   private ListingHash<List<String>, QRecord> recordsByFieldBeingUpdated = new ListingHash<>();
+   private boolean                            haveAnyWithoutErrors       = false;
+   private List<QRecord>                      outputRecords              = new ArrayList<>();
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public void init(UpdateInput updateInput)
+   {
+      QTableMetaData table = updateInput.getTable();
+      Instant        now   = Instant.now();
+
+      for(QRecord record : updateInput.getRecords())
+      {
+         List<String> updatableFields = table.getFields().values().stream()
+            .map(QFieldMetaData::getName)
+            // todo - intent here is to avoid non-updateable fields - but this
+            //  should be like based on field.isUpdatable once that attribute exists
+            .filter(name -> !name.equals("id"))
+            .filter(name -> record.getValues().containsKey(name))
+            .toList();
+         recordsByFieldBeingUpdated.add(updatableFields, record);
+
+         if(CollectionUtils.nullSafeIsEmpty(record.getErrors()))
+         {
+            haveAnyWithoutErrors = true;
+         }
+
+         //////////////////////////////////////////////////////////////////////////////
+         // go ahead and put the record into the output list at this point in time,  //
+         // so that the output list's order matches the input list order             //
+         // note that if we want to capture updated values (like modify dates), then //
+         // we may want a map of primary key to output record, for easy updating.    //
+         //////////////////////////////////////////////////////////////////////////////
+         QRecord outputRecord = new QRecord(record);
+         outputRecords.add(outputRecord);
+      }
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public static boolean areAllValuesBeingUpdatedTheSame(UpdateInput updateInput, List<QRecord> recordList, List<String> fieldsBeingUpdated)
+   {
+      if(updateInput.getAreAllValuesBeingUpdatedTheSame() != null)
+      {
+         ////////////////////////////////////////////////////////////
+         // if input told us what value to use here, then trust it //
+         ////////////////////////////////////////////////////////////
+         return (updateInput.getAreAllValuesBeingUpdatedTheSame());
+      }
+      else
+      {
+         if(recordList.size() == 1)
+         {
+            //////////////////////////////////////////////////////
+            // if a single record, then yes, that always counts //
+            //////////////////////////////////////////////////////
+            return (true);
+         }
+
+         ///////////////////////////////////////////////////////////////////////
+         // else iterate over the records, comparing them to the first record //
+         // return a false if any diffs are found. if no diffs, return true.  //
+         ///////////////////////////////////////////////////////////////////////
+         QRecord firstRecord = recordList.get(0);
+         for(int i = 1; i < recordList.size(); i++)
+         {
+            QRecord record = recordList.get(i);
+
+            if(CollectionUtils.nullSafeHasContents(record.getErrors()))
+            {
+               ///////////////////////////////////////////////////////
+               // skip records w/ errors (that we won't be updating //
+               ///////////////////////////////////////////////////////
+               continue;
+            }
+
+            for(String fieldName : fieldsBeingUpdated)
+            {
+               if(!Objects.equals(firstRecord.getValue(fieldName), record.getValue(fieldName)))
+               {
+                  return (false);
+               }
+            }
+         }
+
+         return (true);
+      }
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for haveAnyWithoutErrors
+    **
+    *******************************************************************************/
+   public boolean getHaveAnyWithoutErrors()
+   {
+      return haveAnyWithoutErrors;
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for recordsByFieldBeingUpdated
+    **
+    *******************************************************************************/
+   public ListingHash<List<String>, QRecord> getRecordsByFieldBeingUpdated()
+   {
+      return recordsByFieldBeingUpdated;
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for outputRecords
+    **
+    *******************************************************************************/
+   public List<QRecord> getOutputRecords()
+   {
+      return outputRecords;
+   }
+}
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/tables/helpers/ValidateRecordSecurityLockHelper.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/tables/helpers/ValidateRecordSecurityLockHelper.java
index e94c9b5a..1f235999 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/tables/helpers/ValidateRecordSecurityLockHelper.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/tables/helpers/ValidateRecordSecurityLockHelper.java
@@ -42,6 +42,7 @@ import com.kingsrook.qqq.backend.core.model.metadata.fields.QFieldMetaData;
 import com.kingsrook.qqq.backend.core.model.metadata.fields.QFieldType;
 import com.kingsrook.qqq.backend.core.model.metadata.joins.JoinOn;
 import com.kingsrook.qqq.backend.core.model.metadata.joins.QJoinMetaData;
+import com.kingsrook.qqq.backend.core.model.metadata.security.NullValueBehaviorUtil;
 import com.kingsrook.qqq.backend.core.model.metadata.security.QSecurityKeyType;
 import com.kingsrook.qqq.backend.core.model.metadata.security.RecordSecurityLock;
 import com.kingsrook.qqq.backend.core.model.metadata.security.RecordSecurityLockFilters;
@@ -230,7 +231,7 @@ public class ValidateRecordSecurityLockHelper
                   {
                      for(QRecord inputRecord : inputRecords)
                      {
-                        if(RecordSecurityLock.NullValueBehavior.DENY.equals(recordSecurityLock.getNullValueBehavior()))
+                        if(RecordSecurityLock.NullValueBehavior.DENY.equals(NullValueBehaviorUtil.getEffectiveNullValueBehavior(recordSecurityLock)))
                         {
                            inputRecord.addError(new PermissionDeniedMessage("You do not have permission to " + action.name().toLowerCase() + " this record - the referenced " + leftMostJoinTable.getLabel() + " was not found."));
                         }
@@ -298,7 +299,7 @@ public class ValidateRecordSecurityLockHelper
          /////////////////////////////////////////////////////////////////
          // handle null values - error if the NullValueBehavior is DENY //
          /////////////////////////////////////////////////////////////////
-         if(RecordSecurityLock.NullValueBehavior.DENY.equals(recordSecurityLock.getNullValueBehavior()))
+         if(RecordSecurityLock.NullValueBehavior.DENY.equals(NullValueBehaviorUtil.getEffectiveNullValueBehavior(recordSecurityLock)))
          {
             String lockLabel = CollectionUtils.nullSafeHasContents(recordSecurityLock.getJoinNameChain()) ? recordSecurityLock.getSecurityKeyType() : table.getField(recordSecurityLock.getFieldName()).getLabel();
             record.addError(new PermissionDeniedMessage("You do not have permission to " + action.name().toLowerCase() + " a record without a value in the field: " + lockLabel));
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/values/QPossibleValueTranslator.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/values/QPossibleValueTranslator.java
index 782f50d5..4626ac8d 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/values/QPossibleValueTranslator.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/values/QPossibleValueTranslator.java
@@ -34,7 +34,6 @@ import java.util.Objects;
 import java.util.Set;
 import com.kingsrook.qqq.backend.core.actions.QBackendTransaction;
 import com.kingsrook.qqq.backend.core.actions.customizers.QCodeLoader;
-import com.kingsrook.qqq.backend.core.actions.tables.InsertAction;
 import com.kingsrook.qqq.backend.core.actions.tables.QueryAction;
 import com.kingsrook.qqq.backend.core.context.QContext;
 import com.kingsrook.qqq.backend.core.exceptions.QValueException;
@@ -104,7 +103,7 @@ public class QPossibleValueTranslator
          {
             if(!transactionsPerTable.containsKey(tableName))
             {
-               transactionsPerTable.put(tableName, new InsertAction().openTransaction(new InsertInput(tableName)));
+               transactionsPerTable.put(tableName, QBackendTransaction.openFor(new InsertInput(tableName)));
             }
 
             return (transactionsPerTable.get(tableName));
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/values/QValueFormatter.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/values/QValueFormatter.java
index 860a4279..5b176bbc 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/values/QValueFormatter.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/values/QValueFormatter.java
@@ -334,24 +334,34 @@ public class QValueFormatter
                         if(exposedJoin.getJoinTable().equals(nameParts[0]))
                         {
                            QTableMetaData joinTable = QContext.getQInstance().getTable(nameParts[0]);
-                           fieldMap.put(fieldName, joinTable.getField(nameParts[1]));
+                           if(joinTable.getFields().containsKey(nameParts[1]))
+                           {
+                              fieldMap.put(fieldName, joinTable.getField(nameParts[1]));
+                           }
                         }
                      }
                   }
                   else
                   {
-                     fieldMap.put(fieldName, table.getField(fieldName));
+                     if(table.getFields().containsKey(fieldName))
+                     {
+                        fieldMap.put(fieldName, table.getField(fieldName));
+                     }
                   }
                }
                catch(Exception e)
                {
-                  ///////////////////////////////////////////////////////////
-                  // put an empty field in - so no formatting will be done //
-                  ///////////////////////////////////////////////////////////
-                  LOG.info("Error getting field for setting display value", e, logPair("fieldName", fieldName), logPair("tableName", table.getName()));
-                  fieldMap.put(fieldName, new QFieldMetaData());
+                  LOG.warn("Error getting field for setting display value", e, logPair("fieldName", fieldName), logPair("tableName", table.getName()));
                }
             }
+
+            //////////////////////////////////////////////////////////////////////////////////////////////////////////
+            // if we didn't find the field definition, put an empty field in the map, so no formatting will be done //
+            //////////////////////////////////////////////////////////////////////////////////////////////////////////
+            if(!fieldMap.containsKey(fieldName))
+            {
+               fieldMap.put(fieldName, new QFieldMetaData());
+            }
          }
 
          setDisplayValuesInRecord(fieldMap, record);
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/values/ValueBehaviorApplier.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/values/ValueBehaviorApplier.java
index 4e89af6e..778df8f2 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/values/ValueBehaviorApplier.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/values/ValueBehaviorApplier.java
@@ -23,18 +23,17 @@ package com.kingsrook.qqq.backend.core.actions.values;
 
 
 import java.util.List;
+import java.util.Set;
 import com.kingsrook.qqq.backend.core.model.data.QRecord;
 import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
+import com.kingsrook.qqq.backend.core.model.metadata.fields.FieldBehavior;
 import com.kingsrook.qqq.backend.core.model.metadata.fields.QFieldMetaData;
-import com.kingsrook.qqq.backend.core.model.metadata.fields.QFieldType;
-import com.kingsrook.qqq.backend.core.model.metadata.fields.ValueTooLongBehavior;
 import com.kingsrook.qqq.backend.core.model.metadata.tables.QTableMetaData;
-import com.kingsrook.qqq.backend.core.model.statusmessages.BadInputStatusMessage;
-import com.kingsrook.qqq.backend.core.utils.StringUtils;
+import com.kingsrook.qqq.backend.core.utils.CollectionUtils;
 
 
 /*******************************************************************************
- ** Utility class to apply value behaviors to records.  
+ ** Utility class to apply value behaviors to records.
  *******************************************************************************/
 public class ValueBehaviorApplier
 {
@@ -42,16 +41,10 @@ public class ValueBehaviorApplier
    /*******************************************************************************
     **
     *******************************************************************************/
-   public static void applyFieldBehaviors(QInstance instance, QTableMetaData table, List<QRecord> recordList)
+   public enum Action
    {
-      for(QFieldMetaData field : table.getFields().values())
-      {
-         String fieldName = field.getName();
-         if(field.getType().equals(QFieldType.STRING) && field.getMaxLength() != null)
-         {
-            applyValueTooLongBehavior(instance, recordList, field, fieldName);
-         }
-      }
+      INSERT,
+      UPDATE
    }
 
 
@@ -59,31 +52,18 @@ public class ValueBehaviorApplier
    /*******************************************************************************
     **
     *******************************************************************************/
-   private static void applyValueTooLongBehavior(QInstance instance, List<QRecord> recordList, QFieldMetaData field, String fieldName)
+   public static void applyFieldBehaviors(Action action, QInstance instance, QTableMetaData table, List<QRecord> recordList, Set<FieldBehavior<?>> behaviorsToOmit)
    {
-      ValueTooLongBehavior valueTooLongBehavior = field.getBehavior(instance, ValueTooLongBehavior.class);
-
-      ////////////////////////////////////////////////////////////////////////////////////////////////////
-      // don't process PASS_THROUGH - so we don't have to iterate over the whole record list to do noop //
-      ////////////////////////////////////////////////////////////////////////////////////////////////////
-      if(valueTooLongBehavior != null && !valueTooLongBehavior.equals(ValueTooLongBehavior.PASS_THROUGH))
+      if(CollectionUtils.nullSafeIsEmpty(recordList))
       {
-         for(QRecord record : recordList)
+         return;
+      }
+
+      for(QFieldMetaData field : table.getFields().values())
+      {
+         for(FieldBehavior<?> fieldBehavior : CollectionUtils.nonNullCollection(field.getBehaviors()))
          {
-            String value = record.getValueString(fieldName);
-            if(value != null && value.length() > field.getMaxLength())
-            {
-               switch(valueTooLongBehavior)
-               {
-                  case TRUNCATE -> record.setValue(fieldName, StringUtils.safeTruncate(value, field.getMaxLength()));
-                  case TRUNCATE_ELLIPSIS -> record.setValue(fieldName, StringUtils.safeTruncate(value, field.getMaxLength(), "..."));
-                  case ERROR -> record.addError(new BadInputStatusMessage("The value for " + field.getLabel() + " is too long (max allowed length=" + field.getMaxLength() + ")"));
-                  case PASS_THROUGH ->
-                  {
-                  }
-                  default -> throw new IllegalStateException("Unexpected valueTooLongBehavior: " + valueTooLongBehavior);
-               }
-            }
+            fieldBehavior.apply(action, recordList, instance, table, field, behaviorsToOmit);
          }
       }
    }
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/adapters/CsvToQRecordAdapter.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/adapters/CsvToQRecordAdapter.java
index 925abf88..4a4b2442 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/adapters/CsvToQRecordAdapter.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/adapters/CsvToQRecordAdapter.java
@@ -35,6 +35,7 @@ import com.kingsrook.qqq.backend.core.exceptions.QException;
 import com.kingsrook.qqq.backend.core.model.actions.shared.mapping.AbstractQFieldMapping;
 import com.kingsrook.qqq.backend.core.model.data.QRecord;
 import com.kingsrook.qqq.backend.core.model.metadata.fields.QFieldMetaData;
+import com.kingsrook.qqq.backend.core.model.metadata.fields.QFieldType;
 import com.kingsrook.qqq.backend.core.model.metadata.tables.QTableMetaData;
 import com.kingsrook.qqq.backend.core.model.statusmessages.BadInputStatusMessage;
 import com.kingsrook.qqq.backend.core.utils.StringUtils;
@@ -133,11 +134,17 @@ public class CsvToQRecordAdapter
                CSVFormat.DEFAULT
                   .withFirstRecordAsHeader()
                   .withIgnoreHeaderCase()
+                  .withIgnoreEmptyLines()
                   .withTrim());
 
             List<String> headers = csvParser.getHeaderNames();
             headers = makeHeadersUnique(headers);
 
+            ////////////////////////////////////////
+            // used by csv-headers-as-field-names //
+            ////////////////////////////////////////
+            Map<String, QFieldMetaData> csvHeaderFieldMapping = buildCsvHeaderFieldMappingIfNeeded(inputWrapper, headers);
+
             Iterator<CSVRecord> csvIterator = csvParser.iterator();
             int                 recordCount = 0;
             while(csvIterator.hasNext())
@@ -160,11 +167,27 @@ public class CsvToQRecordAdapter
                QRecord qRecord = new QRecord();
                try
                {
-                  for(QFieldMetaData field : table.getFields().values())
+                  if(inputWrapper.getCsvHeadersAsFieldNames())
                   {
-                     String fieldSource = mapping == null ? field.getName() : String.valueOf(mapping.getFieldSource(field.getName()));
-                     fieldSource = adjustHeaderCase(fieldSource, inputWrapper);
-                     setValue(inputWrapper, qRecord, field, csvValues.get(fieldSource));
+                     /////////////////////////////////////////////////////////////////////////////////////////
+                     // in csv-headers-as-field-names mode, don't mess with table, and don't do any mapping //
+                     /////////////////////////////////////////////////////////////////////////////////////////
+                     for(Map.Entry<String, String> entry : csvValues.entrySet())
+                     {
+                        setValue(inputWrapper, qRecord, csvHeaderFieldMapping.get(entry.getKey()), entry.getValue());
+                     }
+                  }
+                  else
+                  {
+                     ///////////////////////////////////////
+                     // otherwise, fields come from table //
+                     ///////////////////////////////////////
+                     for(QFieldMetaData field : table.getFields().values())
+                     {
+                        String fieldSource = mapping == null ? field.getName() : String.valueOf(mapping.getFieldSource(field.getName()));
+                        fieldSource = adjustHeaderCase(fieldSource, inputWrapper);
+                        setValue(inputWrapper, qRecord, field, csvValues.get(fieldSource));
+                     }
                   }
 
                   runRecordCustomizer(recordCustomizer, qRecord);
@@ -247,6 +270,26 @@ public class CsvToQRecordAdapter
 
 
 
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   private Map<String, QFieldMetaData> buildCsvHeaderFieldMappingIfNeeded(InputWrapper inputWrapper, List<String> headers)
+   {
+      Map<String, QFieldMetaData> csvHeaderFieldMapping = null;
+      if(inputWrapper.getCsvHeadersAsFieldNames())
+      {
+         csvHeaderFieldMapping = new HashMap<>();
+         for(String header : headers)
+         {
+            header = adjustHeaderCase(header, inputWrapper);
+            csvHeaderFieldMapping.put(header, new QFieldMetaData(header, QFieldType.STRING));
+         }
+      }
+      return csvHeaderFieldMapping;
+   }
+
+
+
    /*******************************************************************************
     **
     *******************************************************************************/
@@ -376,7 +419,8 @@ public class CsvToQRecordAdapter
       private Integer                  limit;
       private boolean                  doCorrectValueTypes = false;
 
-      private boolean caseSensitiveHeaders = false;
+      private boolean caseSensitiveHeaders   = false;
+      private boolean csvHeadersAsFieldNames = false;
 
 
 
@@ -618,6 +662,40 @@ public class CsvToQRecordAdapter
 
 
 
+      /*******************************************************************************
+       ** Getter for csvHeadersAsFieldNames
+       **
+       *******************************************************************************/
+      public boolean getCsvHeadersAsFieldNames()
+      {
+         return csvHeadersAsFieldNames;
+      }
+
+
+
+      /*******************************************************************************
+       ** Setter for csvHeadersAsFieldNames
+       **
+       *******************************************************************************/
+      public void setCsvHeadersAsFieldNames(boolean csvHeadersAsFieldNames)
+      {
+         this.csvHeadersAsFieldNames = csvHeadersAsFieldNames;
+      }
+
+
+
+      /*******************************************************************************
+       ** Fluent setter for csvHeadersAsFieldNames
+       **
+       *******************************************************************************/
+      public InputWrapper withCsvHeadersAsFieldNames(boolean csvHeadersAsFieldNames)
+      {
+         this.csvHeadersAsFieldNames = csvHeadersAsFieldNames;
+         return (this);
+      }
+
+
+
       /*******************************************************************************
        ** Getter for doCorrectValueTypes
        **
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/adapters/JsonToQRecordAdapter.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/adapters/JsonToQRecordAdapter.java
index 87ea8818..f547706a 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/adapters/JsonToQRecordAdapter.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/adapters/JsonToQRecordAdapter.java
@@ -103,13 +103,23 @@ public class JsonToQRecordAdapter
    {
       QRecord record = new QRecord();
 
-      for(QFieldMetaData field : table.getFields().values())
+      if(table == null)
       {
-         String fieldSource = mapping == null ? field.getName() : String.valueOf(mapping.getFieldSource(field.getName()));
-         // todo - so if the mapping didn't say how to map this field, does that mean we should use the default name for the field?
-         if(jsonObject.has(fieldSource))
+         jsonObject.keys().forEachRemaining(key ->
          {
-            record.setValue(field.getName(), (Serializable) jsonObject.get(fieldSource));
+            record.setValue(key, jsonObject.optString(key));
+         });
+      }
+      else
+      {
+         for(QFieldMetaData field : table.getFields().values())
+         {
+            String fieldSource = mapping == null ? field.getName() : String.valueOf(mapping.getFieldSource(field.getName()));
+            // todo - so if the mapping didn't say how to map this field, does that mean we should use the default name for the field?
+            if(jsonObject.has(fieldSource))
+            {
+               record.setValue(field.getName(), (Serializable) jsonObject.get(fieldSource));
+            }
          }
       }
 
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/context/QContext.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/context/QContext.java
index 80515a5e..69cb0dbd 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/context/QContext.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/context/QContext.java
@@ -22,6 +22,9 @@
 package com.kingsrook.qqq.backend.core.context;
 
 
+import java.io.Serializable;
+import java.util.HashMap;
+import java.util.Map;
 import java.util.Optional;
 import java.util.Stack;
 import com.kingsrook.qqq.backend.core.actions.QBackendTransaction;
@@ -31,6 +34,7 @@ import com.kingsrook.qqq.backend.core.logging.QLogger;
 import com.kingsrook.qqq.backend.core.model.actions.AbstractActionInput;
 import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
 import com.kingsrook.qqq.backend.core.model.session.QSession;
+import static com.kingsrook.qqq.backend.core.logging.LogUtils.logPair;
 
 
 /*******************************************************************************
@@ -47,6 +51,7 @@ public class QContext
    private static ThreadLocal<QBackendTransaction>        qBackendTransactionThreadLocal = new ThreadLocal<>();
    private static ThreadLocal<Stack<AbstractActionInput>> actionStackThreadLocal         = new ThreadLocal<>();
 
+   private static ThreadLocal<Map<String, Serializable>> objectsThreadLocal = new ThreadLocal<>();
 
 
    /*******************************************************************************
@@ -132,6 +137,7 @@ public class QContext
       qSessionThreadLocal.remove();
       qBackendTransactionThreadLocal.remove();
       actionStackThreadLocal.remove();
+      objectsThreadLocal.remove();
    }
 
 
@@ -259,4 +265,92 @@ public class QContext
 
       return (Optional.of(actionStackThreadLocal.get().get(0)));
    }
+
+
+   /*******************************************************************************
+    ** get one named object from the Context for the current thread.  may return null.
+    *******************************************************************************/
+   public static Serializable getObject(String key)
+   {
+      if(objectsThreadLocal.get() == null)
+      {
+         return null;
+      }
+      return objectsThreadLocal.get().get(key);
+   }
+
+
+   /*******************************************************************************
+    ** get one named object from the Context for the current thread, cast to the
+    ** specified type if possible.  if not found, or wrong type, empty is returned.
+    *******************************************************************************/
+   public static <T extends Serializable> Optional<T> getObject(String key, Class<T> type)
+   {
+      Serializable object = getObject(key);
+
+      if(type.isInstance(object))
+      {
+         return Optional.of(type.cast(object));
+      }
+      else if(object == null)
+      {
+         return Optional.empty();
+      }
+      else
+      {
+         LOG.warn("Unexpected type of object found in session under key [" + key + "]",
+            logPair("expectedType", type.getName()),
+            logPair("actualType", object.getClass().getName())
+         );
+         return Optional.empty();
+      }
+   }
+
+
+
+   /*******************************************************************************
+    ** put a named object into the Context for the current thread.
+    *******************************************************************************/
+   public static void setObject(String key, Serializable object)
+   {
+      if(objectsThreadLocal.get() == null)
+      {
+         objectsThreadLocal.set(new HashMap<>());
+      }
+      objectsThreadLocal.get().put(key, object);
+   }
+
+
+
+   /*******************************************************************************
+    ** remove a named object from the Context of the current thread.
+    *******************************************************************************/
+   public static void removeObject(String key)
+   {
+      if(objectsThreadLocal.get() != null)
+      {
+         objectsThreadLocal.get().remove(key);
+      }
+   }
+
+
+
+   /*******************************************************************************
+    ** get the full map of named objects for the current thread (possibly null).
+    *******************************************************************************/
+   public static Map<String, Serializable> getObjects()
+   {
+      return objectsThreadLocal.get();
+   }
+
+
+
+   /*******************************************************************************
+    ** fully replace the map of named objets for the current thread.
+    *******************************************************************************/
+   public static void setObjects(Map<String, Serializable> objects)
+   {
+      objectsThreadLocal.set(objects);
+   }
+
 }
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/instances/QInstanceEnricher.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/instances/QInstanceEnricher.java
index f3afb6af..232ade6c 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/instances/QInstanceEnricher.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/instances/QInstanceEnricher.java
@@ -42,6 +42,7 @@ import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
 import com.kingsrook.qqq.backend.core.model.metadata.code.QCodeReference;
 import com.kingsrook.qqq.backend.core.model.metadata.dashboard.QWidgetMetaDataInterface;
 import com.kingsrook.qqq.backend.core.model.metadata.fields.AdornmentType;
+import com.kingsrook.qqq.backend.core.model.metadata.fields.DynamicDefaultValueBehavior;
 import com.kingsrook.qqq.backend.core.model.metadata.fields.FieldAdornment;
 import com.kingsrook.qqq.backend.core.model.metadata.fields.QFieldMetaData;
 import com.kingsrook.qqq.backend.core.model.metadata.fields.QFieldType;
@@ -94,10 +95,8 @@ public class QInstanceEnricher
 
    private JoinGraph joinGraph;
 
-   //////////////////////////////////////////////////////////
-   // todo - come up w/ a way for app devs to set configs! //
-   //////////////////////////////////////////////////////////
-   private boolean configRemoveIdFromNameWhenCreatingPossibleValueFieldLabels = true;
+   private boolean configRemoveIdFromNameWhenCreatingPossibleValueFieldLabels        = true;
+   private boolean configAddDynamicDefaultValuesToFieldsNamedCreateDateAndModifyDate = true;
 
    //////////////////////////////////////////////////////////////////////////////////////////////////
    // let an instance define mappings to be applied during name-to-label enrichments,              //
@@ -464,6 +463,22 @@ public class QInstanceEnricher
             }
          }
       }
+
+      /////////////////////////////////////////////////////////////////////////
+      // add field behaviors for create date & modify date, if so configured //
+      /////////////////////////////////////////////////////////////////////////
+      if(configAddDynamicDefaultValuesToFieldsNamedCreateDateAndModifyDate)
+      {
+         if("createDate".equals(field.getName()) && field.getBehaviorOnlyIfSet(DynamicDefaultValueBehavior.class) == null)
+         {
+            field.withBehavior(DynamicDefaultValueBehavior.CREATE_DATE);
+         }
+
+         if("modifyDate".equals(field.getName()) && field.getBehaviorOnlyIfSet(DynamicDefaultValueBehavior.class) == null)
+         {
+            field.withBehavior(DynamicDefaultValueBehavior.MODIFY_DATE);
+         }
+      }
    }
 
 
@@ -1220,4 +1235,66 @@ public class QInstanceEnricher
       labelMappings.clear();
    }
 
+
+
+   /*******************************************************************************
+    ** Getter for configRemoveIdFromNameWhenCreatingPossibleValueFieldLabels
+    *******************************************************************************/
+   public boolean getConfigRemoveIdFromNameWhenCreatingPossibleValueFieldLabels()
+   {
+      return (this.configRemoveIdFromNameWhenCreatingPossibleValueFieldLabels);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for configRemoveIdFromNameWhenCreatingPossibleValueFieldLabels
+    *******************************************************************************/
+   public void setConfigRemoveIdFromNameWhenCreatingPossibleValueFieldLabels(boolean configRemoveIdFromNameWhenCreatingPossibleValueFieldLabels)
+   {
+      this.configRemoveIdFromNameWhenCreatingPossibleValueFieldLabels = configRemoveIdFromNameWhenCreatingPossibleValueFieldLabels;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for configRemoveIdFromNameWhenCreatingPossibleValueFieldLabels
+    *******************************************************************************/
+   public QInstanceEnricher withConfigRemoveIdFromNameWhenCreatingPossibleValueFieldLabels(boolean configRemoveIdFromNameWhenCreatingPossibleValueFieldLabels)
+   {
+      this.configRemoveIdFromNameWhenCreatingPossibleValueFieldLabels = configRemoveIdFromNameWhenCreatingPossibleValueFieldLabels;
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for configAddDynamicDefaultValuesToFieldsNamedCreateDateAndModifyDate
+    *******************************************************************************/
+   public boolean getConfigAddDynamicDefaultValuesToFieldsNamedCreateDateAndModifyDate()
+   {
+      return (this.configAddDynamicDefaultValuesToFieldsNamedCreateDateAndModifyDate);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for configAddDynamicDefaultValuesToFieldsNamedCreateDateAndModifyDate
+    *******************************************************************************/
+   public void setConfigAddDynamicDefaultValuesToFieldsNamedCreateDateAndModifyDate(boolean configAddDynamicDefaultValuesToFieldsNamedCreateDateAndModifyDate)
+   {
+      this.configAddDynamicDefaultValuesToFieldsNamedCreateDateAndModifyDate = configAddDynamicDefaultValuesToFieldsNamedCreateDateAndModifyDate;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for configAddDynamicDefaultValuesToFieldsNamedCreateDateAndModifyDate
+    *******************************************************************************/
+   public QInstanceEnricher withConfigAddDynamicDefaultValuesToFieldsNamedCreateDateAndModifyDate(boolean configAddDynamicDefaultValuesToFieldsNamedCreateDateAndModifyDate)
+   {
+      this.configAddDynamicDefaultValuesToFieldsNamedCreateDateAndModifyDate = configAddDynamicDefaultValuesToFieldsNamedCreateDateAndModifyDate;
+      return (this);
+   }
+
 }
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/instances/QInstanceHelpContentManager.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/instances/QInstanceHelpContentManager.java
index 739e8a74..f0e6968c 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/instances/QInstanceHelpContentManager.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/instances/QInstanceHelpContentManager.java
@@ -30,12 +30,14 @@ import java.util.Objects;
 import java.util.Optional;
 import java.util.Set;
 import com.kingsrook.qqq.backend.core.actions.tables.QueryAction;
+import com.kingsrook.qqq.backend.core.context.QContext;
 import com.kingsrook.qqq.backend.core.logging.QLogger;
 import com.kingsrook.qqq.backend.core.model.actions.tables.query.QueryInput;
 import com.kingsrook.qqq.backend.core.model.actions.tables.query.QueryOutput;
 import com.kingsrook.qqq.backend.core.model.data.QRecord;
 import com.kingsrook.qqq.backend.core.model.helpcontent.HelpContent;
 import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
+import com.kingsrook.qqq.backend.core.model.metadata.dashboard.QWidgetMetaDataInterface;
 import com.kingsrook.qqq.backend.core.model.metadata.fields.QFieldMetaData;
 import com.kingsrook.qqq.backend.core.model.metadata.help.HelpFormat;
 import com.kingsrook.qqq.backend.core.model.metadata.help.HelpRole;
@@ -109,6 +111,8 @@ public class QInstanceHelpContentManager
          String processName = nameValuePairs.get("process");
          String fieldName   = nameValuePairs.get("field");
          String sectionName = nameValuePairs.get("section");
+         String widgetName  = nameValuePairs.get("widget");
+         String slotName    = nameValuePairs.get("slot");
 
          ///////////////////////////////////////////////////////////
          // build a help content meta-data object from the record //
@@ -137,89 +141,16 @@ public class QInstanceHelpContentManager
          ///////////////////////////////////////////////////////////////////////////////////
          if(StringUtils.hasContent(tableName))
          {
-            QTableMetaData table = qInstance.getTable(tableName);
-            if(table == null)
-            {
-               LOG.info("Unrecognized table in help content", logPair("key", key));
-               return;
-            }
-
-            if(StringUtils.hasContent(fieldName))
-            {
-               //////////////////////////
-               // handle a table field //
-               //////////////////////////
-               QFieldMetaData field = table.getFields().get(fieldName);
-               if(field == null)
-               {
-                  LOG.info("Unrecognized table field in help content", logPair("key", key));
-                  return;
-               }
-
-               if(helpContent != null)
-               {
-                  field.withHelpContent(helpContent);
-               }
-               else
-               {
-                  field.removeHelpContent(roles);
-               }
-            }
-            else if(StringUtils.hasContent(sectionName))
-            {
-               ////////////////////////////
-               // handle a table section //
-               ////////////////////////////
-               Optional<QFieldSection> optionalSection = table.getSections().stream().filter(s -> sectionName.equals(s.getName())).findFirst();
-               if(optionalSection.isEmpty())
-               {
-                  LOG.info("Unrecognized table section in help content", logPair("key", key));
-                  return;
-               }
-
-               if(helpContent != null)
-               {
-                  optionalSection.get().withHelpContent(helpContent);
-               }
-               else
-               {
-                  optionalSection.get().removeHelpContent(roles);
-               }
-            }
+            processHelpContentForTable(key, tableName, sectionName, fieldName, roles, helpContent);
          }
          else if(StringUtils.hasContent(processName))
          {
-            QProcessMetaData process = qInstance.getProcess(processName);
-            if(process == null)
-            {
-               LOG.info("Unrecognized process in help content", logPair("key", key));
-               return;
-            }
+            processHelpContentForProcess(key, processName, fieldName, roles, helpContent);
+         }
+         else if(StringUtils.hasContent(widgetName))
+         {
+            processHelpContentForWidget(key, widgetName, slotName, helpContent);
 
-            if(StringUtils.hasContent(fieldName))
-            {
-               ////////////////////////////
-               // handle a process field //
-               ////////////////////////////
-               Optional<QFieldMetaData> optionalField = CollectionUtils.mergeLists(process.getInputFields(), process.getOutputFields())
-                  .stream().filter(f -> fieldName.equals(f.getName()))
-                  .findFirst();
-
-               if(optionalField.isEmpty())
-               {
-                  LOG.info("Unrecognized process field in help content", logPair("key", key));
-                  return;
-               }
-
-               if(helpContent != null)
-               {
-                  optionalField.get().withHelpContent(helpContent);
-               }
-               else
-               {
-                  optionalField.get().removeHelpContent(roles);
-               }
-            }
          }
       }
       catch(Exception e)
@@ -230,6 +161,131 @@ public class QInstanceHelpContentManager
 
 
 
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   private static void processHelpContentForTable(String key, String tableName, String sectionName, String fieldName, Set<HelpRole> roles, QHelpContent helpContent)
+   {
+      QTableMetaData table = QContext.getQInstance().getTable(tableName);
+      if(table == null)
+      {
+         LOG.info("Unrecognized table in help content", logPair("key", key));
+      }
+      else if(StringUtils.hasContent(fieldName))
+      {
+         //////////////////////////
+         // handle a table field //
+         //////////////////////////
+         QFieldMetaData field = table.getFields().get(fieldName);
+         if(field == null)
+         {
+            LOG.info("Unrecognized table field in help content", logPair("key", key));
+         }
+         else if(helpContent != null)
+         {
+            field.withHelpContent(helpContent);
+         }
+         else
+         {
+            field.removeHelpContent(roles);
+         }
+      }
+      else if(StringUtils.hasContent(sectionName))
+      {
+         ////////////////////////////
+         // handle a table section //
+         ////////////////////////////
+         Optional<QFieldSection> optionalSection = table.getSections().stream().filter(s -> sectionName.equals(s.getName())).findFirst();
+         if(optionalSection.isEmpty())
+         {
+            LOG.info("Unrecognized table section in help content", logPair("key", key));
+         }
+         else if(helpContent != null)
+         {
+            optionalSection.get().withHelpContent(helpContent);
+         }
+         else
+         {
+            optionalSection.get().removeHelpContent(roles);
+         }
+      }
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   private static void processHelpContentForProcess(String key, String processName, String fieldName, Set<HelpRole> roles, QHelpContent helpContent)
+   {
+      QProcessMetaData process = QContext.getQInstance().getProcess(processName);
+      if(process == null)
+      {
+         LOG.info("Unrecognized process in help content", logPair("key", key));
+      }
+      else if(StringUtils.hasContent(fieldName))
+      {
+         ////////////////////////////
+         // handle a process field //
+         ////////////////////////////
+         Optional<QFieldMetaData> optionalField = CollectionUtils.mergeLists(process.getInputFields(), process.getOutputFields())
+            .stream().filter(f -> fieldName.equals(f.getName()))
+            .findFirst();
+
+         if(optionalField.isEmpty())
+         {
+            LOG.info("Unrecognized process field in help content", logPair("key", key));
+         }
+         else if(helpContent != null)
+         {
+            optionalField.get().withHelpContent(helpContent);
+         }
+         else
+         {
+            optionalField.get().removeHelpContent(roles);
+         }
+      }
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   private static void processHelpContentForWidget(String key, String widgetName, String slotName, QHelpContent helpContent)
+   {
+      QWidgetMetaDataInterface widget = QContext.getQInstance().getWidget(widgetName);
+      if(!StringUtils.hasContent(slotName))
+      {
+         LOG.info("Missing slot name in help content", logPair("key", key));
+      }
+      else if(widget == null)
+      {
+         LOG.info("Unrecognized widget in help content", logPair("key", key));
+      }
+      else
+      {
+         Map<String, QHelpContent> widgetHelpContent = widget.getHelpContent();
+         if(widgetHelpContent == null)
+         {
+            widgetHelpContent = new HashMap<>();
+         }
+
+         if(helpContent != null)
+         {
+            widgetHelpContent.put(slotName, helpContent);
+         }
+         else
+         {
+            widgetHelpContent.remove(slotName);
+         }
+
+         widget.setHelpContent(widgetHelpContent);
+      }
+   }
+
+
+
    /*******************************************************************************
     ** add a help content object to a list - replacing an entry in the list with the
     ** same roles if one is found.
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/instances/QInstanceValidator.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/instances/QInstanceValidator.java
index 4cd6bafd..96661697 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/instances/QInstanceValidator.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/instances/QInstanceValidator.java
@@ -31,11 +31,13 @@ import java.util.HashSet;
 import java.util.List;
 import java.util.Map;
 import java.util.Objects;
+import java.util.Optional;
 import java.util.Set;
 import java.util.function.Supplier;
 import java.util.stream.Stream;
 import com.kingsrook.qqq.backend.core.actions.automation.RecordAutomationHandler;
 import com.kingsrook.qqq.backend.core.actions.customizers.TableCustomizers;
+import com.kingsrook.qqq.backend.core.actions.dashboard.widgets.AbstractWidgetRenderer;
 import com.kingsrook.qqq.backend.core.actions.metadata.JoinGraph;
 import com.kingsrook.qqq.backend.core.actions.processes.BackendStep;
 import com.kingsrook.qqq.backend.core.actions.scripts.TestScriptActionInterface;
@@ -49,8 +51,10 @@ import com.kingsrook.qqq.backend.core.model.actions.tables.query.QueryJoin;
 import com.kingsrook.qqq.backend.core.model.metadata.QBackendMetaData;
 import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
 import com.kingsrook.qqq.backend.core.model.metadata.QSupplementalInstanceMetaData;
+import com.kingsrook.qqq.backend.core.model.metadata.authentication.QAuthenticationMetaData;
 import com.kingsrook.qqq.backend.core.model.metadata.code.QCodeReference;
 import com.kingsrook.qqq.backend.core.model.metadata.code.QCodeType;
+import com.kingsrook.qqq.backend.core.model.metadata.dashboard.ParentWidgetMetaData;
 import com.kingsrook.qqq.backend.core.model.metadata.fields.AdornmentType;
 import com.kingsrook.qqq.backend.core.model.metadata.fields.FieldAdornment;
 import com.kingsrook.qqq.backend.core.model.metadata.fields.QFieldMetaData;
@@ -75,6 +79,7 @@ import com.kingsrook.qqq.backend.core.model.metadata.tables.AssociatedScript;
 import com.kingsrook.qqq.backend.core.model.metadata.tables.Association;
 import com.kingsrook.qqq.backend.core.model.metadata.tables.ExposedJoin;
 import com.kingsrook.qqq.backend.core.model.metadata.tables.QFieldSection;
+import com.kingsrook.qqq.backend.core.model.metadata.tables.QSupplementalTableMetaData;
 import com.kingsrook.qqq.backend.core.model.metadata.tables.QTableMetaData;
 import com.kingsrook.qqq.backend.core.model.metadata.tables.Tier;
 import com.kingsrook.qqq.backend.core.model.metadata.tables.UniqueKey;
@@ -83,9 +88,11 @@ import com.kingsrook.qqq.backend.core.model.metadata.tables.automation.Automatio
 import com.kingsrook.qqq.backend.core.model.metadata.tables.automation.QTableAutomationDetails;
 import com.kingsrook.qqq.backend.core.model.metadata.tables.cache.CacheOf;
 import com.kingsrook.qqq.backend.core.model.metadata.tables.cache.CacheUseCase;
+import com.kingsrook.qqq.backend.core.modules.authentication.QAuthenticationModuleCustomizerInterface;
 import com.kingsrook.qqq.backend.core.utils.CollectionUtils;
 import com.kingsrook.qqq.backend.core.utils.StringUtils;
 import com.kingsrook.qqq.backend.core.utils.ValueUtils;
+import com.kingsrook.qqq.backend.core.utils.lambdas.UnsafeLambda;
 
 
 /*******************************************************************************
@@ -150,11 +157,13 @@ public class QInstanceValidator
       try
       {
          validateBackends(qInstance);
+         validateAuthentication(qInstance);
          validateAutomationProviders(qInstance);
          validateTables(qInstance, joinGraph);
          validateProcesses(qInstance);
          validateReports(qInstance);
          validateApps(qInstance);
+         validateWidgets(qInstance);
          validatePossibleValueSources(qInstance);
          validateQueuesAndProviders(qInstance);
          validateJoins(qInstance);
@@ -204,14 +213,23 @@ public class QInstanceValidator
          if(assertCondition(StringUtils.hasContent(securityKeyType.getName()), "Missing name for a securityKeyType"))
          {
             assertCondition(Objects.equals(name, securityKeyType.getName()), "Inconsistent naming for securityKeyType: " + name + "/" + securityKeyType.getName() + ".");
-            assertCondition(!usedNames.contains(name), "More than one SecurityKeyType with name (or allAccessKeyName) of: " + name);
+
+            String duplicateNameMessagePrefix = "More than one SecurityKeyType with name (or allAccessKeyName or nullValueBehaviorKeyName) of: ";
+            assertCondition(!usedNames.contains(name), duplicateNameMessagePrefix + name);
             usedNames.add(name);
+
             if(StringUtils.hasContent(securityKeyType.getAllAccessKeyName()))
             {
-               assertCondition(!usedNames.contains(securityKeyType.getAllAccessKeyName()), "More than one SecurityKeyType with name (or allAccessKeyName) of: " + securityKeyType.getAllAccessKeyName());
+               assertCondition(!usedNames.contains(securityKeyType.getAllAccessKeyName()), duplicateNameMessagePrefix + securityKeyType.getAllAccessKeyName());
                usedNames.add(securityKeyType.getAllAccessKeyName());
             }
 
+            if(StringUtils.hasContent(securityKeyType.getNullValueBehaviorKeyName()))
+            {
+               assertCondition(!usedNames.contains(securityKeyType.getNullValueBehaviorKeyName()), duplicateNameMessagePrefix + securityKeyType.getNullValueBehaviorKeyName());
+               usedNames.add(securityKeyType.getNullValueBehaviorKeyName());
+            }
+
             if(StringUtils.hasContent(securityKeyType.getPossibleValueSourceName()))
             {
                assertCondition(qInstance.getPossibleValueSource(securityKeyType.getPossibleValueSourceName()) != null, "Unrecognized possibleValueSourceName in securityKeyType: " + name);
@@ -380,6 +398,23 @@ public class QInstanceValidator
 
 
 
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   private void validateAuthentication(QInstance qInstance)
+   {
+      QAuthenticationMetaData authentication = qInstance.getAuthentication();
+      if(authentication != null)
+      {
+         if(authentication.getCustomizer() != null)
+         {
+            validateSimpleCodeReference("Instance Authentication meta data customizer ", authentication.getCustomizer(), QAuthenticationModuleCustomizerInterface.class);
+         }
+      }
+   }
+
+
+
    /*******************************************************************************
     **
     *******************************************************************************/
@@ -480,6 +515,11 @@ public class QInstanceValidator
                validateTableCustomizer(tableName, entry.getKey(), entry.getValue());
             }
 
+            if(table.getBackendDetails() != null)
+            {
+               table.getBackendDetails().validate(qInstance, table, this);
+            }
+
             validateTableAutomationDetails(qInstance, table);
             validateTableUniqueKeys(table);
             validateAssociatedScripts(table);
@@ -487,6 +527,11 @@ public class QInstanceValidator
             validateTableRecordSecurityLocks(qInstance, table);
             validateTableAssociations(qInstance, table);
             validateExposedJoins(qInstance, joinGraph, table);
+
+            for(QSupplementalTableMetaData supplementalTableMetaData : CollectionUtils.nonNullMap(table.getSupplementalMetaData()).values())
+            {
+               supplementalTableMetaData.validate(qInstance, table, this);
+            }
          });
       }
    }
@@ -686,7 +731,7 @@ public class QInstanceValidator
 
       String prefix = "Field " + fieldName + " in table " + tableName + " ";
 
-      ValueTooLongBehavior behavior = field.getBehavior(qInstance, ValueTooLongBehavior.class);
+      ValueTooLongBehavior behavior = field.getBehaviorOrDefault(qInstance, ValueTooLongBehavior.class);
       if(behavior != null && !behavior.equals(ValueTooLongBehavior.PASS_THROUGH))
       {
          assertCondition(field.getMaxLength() != null, prefix + "specifies a ValueTooLongBehavior, but not a maxLength.");
@@ -1239,7 +1284,25 @@ public class QInstanceValidator
                         {
                            if(fieldMetaData.getDefaultValue() != null && fieldMetaData.getDefaultValue() instanceof QCodeReference codeReference)
                            {
-                              validateSimpleCodeReference("Process " + processName + " backend step code reference: ", codeReference, BackendStep.class);
+                              ///////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+                              // by default, assume that any process field which is a QCodeReference should be a reference to a BackendStep... //
+                              // but... allow a secondary field name to be set, to tell us what class to *actually* expect here...             //
+                              ///////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+                              Class<?> expectedClass = BackendStep.class;
+                              try
+                              {
+                                 Optional<QFieldMetaData> expectedTypeField = backendStepMetaData.getInputMetaData().getField(fieldMetaData.getName() + "_expectedType");
+                                 if(expectedTypeField.isPresent() && expectedTypeField.get().getDefaultValue() != null)
+                                 {
+                                    expectedClass = Class.forName(ValueUtils.getValueAsString(expectedTypeField.get().getDefaultValue()));
+                                 }
+                              }
+                              catch(Exception e)
+                              {
+                                 warn("Error loading expectedType for field [" + fieldMetaData.getName() + "] in process [" + processName + "]: " + e.getMessage());
+                              }
+
+                              validateSimpleCodeReference("Process " + processName + " code reference: ", codeReference, expectedClass);
                            }
                         }
                      }
@@ -1515,12 +1578,53 @@ public class QInstanceValidator
                   }
                }
             }
+
+            //////////////////////
+            // validate widgets //
+            //////////////////////
+            for(String widgetName : CollectionUtils.nonNullList(app.getWidgets()))
+            {
+               assertCondition(qInstance.getWidget(widgetName) != null, "App " + appName + " widget " + widgetName + " is not a recognized widget.");
+            }
          });
       }
    }
 
 
 
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   private void validateWidgets(QInstance qInstance)
+   {
+      if(CollectionUtils.nullSafeHasContents(qInstance.getWidgets()))
+      {
+         qInstance.getWidgets().forEach((widgetName, widget) ->
+            {
+               assertCondition(Objects.equals(widgetName, widget.getName()), "Inconsistent naming for widget: " + widgetName + "/" + widget.getName() + ".");
+
+               if(assertCondition(widget.getCodeReference() != null, "Missing codeReference for widget: " + widgetName))
+               {
+                  validateSimpleCodeReference("Widget " + widgetName + " code reference: ", widget.getCodeReference(), AbstractWidgetRenderer.class);
+               }
+
+               if(widget instanceof ParentWidgetMetaData parentWidgetMetaData)
+               {
+                  if(assertCondition(CollectionUtils.nullSafeHasContents(parentWidgetMetaData.getChildWidgetNameList()), "Missing child widgets for parent widget: " + widget.getName()))
+                  {
+                     for(String childWidgetName : parentWidgetMetaData.getChildWidgetNameList())
+                     {
+                        assertCondition(qInstance.getWidget(childWidgetName) != null, "Unrecognized child widget name [" + childWidgetName + "] in parent widget: " + widget.getName());
+                     }
+                  }
+               }
+            }
+         );
+      }
+   }
+
+
+
    /*******************************************************************************
     **
     *******************************************************************************/
@@ -1760,20 +1864,6 @@ public class QInstanceValidator
 
 
 
-   /*******************************************************************************
-    **
-    *******************************************************************************/
-   @FunctionalInterface
-   interface UnsafeLambda
-   {
-      /*******************************************************************************
-       **
-       *******************************************************************************/
-      void run() throws Exception;
-   }
-
-
-
    /*******************************************************************************
     **
     *******************************************************************************/
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/actions/audits/AuditDetailAccumulator.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/actions/audits/AuditDetailAccumulator.java
new file mode 100644
index 00000000..bf653d41
--- /dev/null
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/actions/audits/AuditDetailAccumulator.java
@@ -0,0 +1,156 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.model.actions.audits;
+
+
+import java.io.Serializable;
+import java.util.Collection;
+import java.util.HashMap;
+import java.util.Map;
+import java.util.Optional;
+import com.kingsrook.qqq.backend.core.context.QContext;
+import com.kingsrook.qqq.backend.core.logging.QLogger;
+import com.kingsrook.qqq.backend.core.model.data.QRecord;
+import com.kingsrook.qqq.backend.core.model.data.QRecordEntity;
+import com.kingsrook.qqq.backend.core.model.metadata.tables.QTableMetaData;
+import static com.kingsrook.qqq.backend.core.logging.LogUtils.logPair;
+
+
+/*******************************************************************************
+ ** Object to accumulate multiple audit-details to be recorded under a single
+ ** audit per-record, within a process step.  Especially useful if/when the
+ ** process step spreads its work out through multiple classes.
+ **
+ ** Pattern of usage looks like:
+ **
+ ** <pre>
+ ** // declare as a field (or local) w/ message for the audit headers
+ ** private AuditDetailAccumulator auditDetailAccumulator = new AuditDetailAccumulator("Audit header message");
+ **
+ **  // put into thread context
+ **  AuditDetailAccumulator.setInContext(auditDetailAccumulator);
+ **
+ **  // add a detail message for a record
+ **  auditDetailAccumulator.addAuditDetail(tableName, record, "Detail message");
+ **
+ **  // in another class, get the accumulator from context and safely add a detail message
+ **  AuditDetailAccumulator.getFromContext().ifPresent(ada -> ada.addAuditDetail(tableName, record, "More Details"));
+ **
+ **  // at the end of a step run/runOnePage method, add the accumulated audit details to step output
+ **  auditDetailAccumulator.getAccumulatedAuditSingleInputs().forEach(runBackendStepOutput::addAuditSingleInput);
+ **  auditDetailAccumulator.clear();
+ ** </pre>
+ *******************************************************************************/
+public class AuditDetailAccumulator implements Serializable
+{
+   private static final QLogger LOG = QLogger.getLogger(AuditDetailAccumulator.class);
+
+   private static final String objectKey = AuditDetailAccumulator.class.getSimpleName();
+
+   private String header;
+
+   private Map<TableNameAndPrimaryKey, AuditSingleInput> recordAuditInputMap = new HashMap<>();
+
+
+
+   /*******************************************************************************
+    ** Constructor
+    **
+    *******************************************************************************/
+   public AuditDetailAccumulator(String header)
+   {
+      this.header = header;
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public void setInContext()
+   {
+      QContext.setObject(objectKey, this);
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public static Optional<AuditDetailAccumulator> getFromContext()
+   {
+      return QContext.getObject(objectKey, AuditDetailAccumulator.class);
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public void addAuditDetail(String tableName, QRecordEntity entity, String message)
+   {
+      if(entity != null)
+      {
+         addAuditDetail(tableName, entity.toQRecord(), message);
+      }
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public void addAuditDetail(String tableName, QRecord record, String message)
+   {
+      QTableMetaData table      = QContext.getQInstance().getTable(tableName);
+      Serializable   primaryKey = record.getValue(table.getPrimaryKeyField());
+      if(primaryKey == null)
+      {
+         LOG.info("Missing primary key in input record - audit detail message will not be recorded.", logPair("message", message));
+         return;
+      }
+
+      AuditSingleInput auditSingleInput = recordAuditInputMap.computeIfAbsent(new TableNameAndPrimaryKey(tableName, primaryKey), (key) -> new AuditSingleInput(table, record, header));
+      auditSingleInput.addDetail(message);
+   }
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public Collection<AuditSingleInput> getAccumulatedAuditSingleInputs()
+   {
+      return (recordAuditInputMap.values());
+   }
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public void clear()
+   {
+      recordAuditInputMap.clear();
+   }
+
+
+   private record TableNameAndPrimaryKey(String tableName, Serializable primaryKey) {}
+}
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/actions/audits/AuditSingleInput.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/actions/audits/AuditSingleInput.java
index 0cbf6a65..83b8785c 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/actions/audits/AuditSingleInput.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/actions/audits/AuditSingleInput.java
@@ -41,7 +41,7 @@ import com.kingsrook.qqq.backend.core.utils.CollectionUtils;
 /*******************************************************************************
  ** Input data to insert a single audit record (with optional child record)..
  *******************************************************************************/
-public class AuditSingleInput
+public class AuditSingleInput implements Serializable
 {
    private String  auditTableName;
    private String  auditUserName;
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/actions/tables/query/QFilterCriteria.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/actions/tables/query/QFilterCriteria.java
index 4a17e6a5..bf14f05f 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/actions/tables/query/QFilterCriteria.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/actions/tables/query/QFilterCriteria.java
@@ -25,7 +25,9 @@ package com.kingsrook.qqq.backend.core.model.actions.tables.query;
 import java.io.Serializable;
 import java.util.ArrayList;
 import java.util.Arrays;
+import java.util.Collection;
 import java.util.List;
+import java.util.Objects;
 import com.fasterxml.jackson.databind.annotation.JsonDeserialize;
 import com.kingsrook.qqq.backend.core.logging.QLogger;
 import com.kingsrook.qqq.backend.core.model.actions.tables.query.serialization.QFilterCriteriaDeserializer;
@@ -42,7 +44,7 @@ public class QFilterCriteria implements Serializable, Cloneable
 {
    private static final QLogger LOG = QLogger.getLogger(QFilterCriteria.class);
 
-   private String             fieldName;
+   private String fieldName;
    private QCriteriaOperator  operator;
    private List<Serializable> values;
 
@@ -93,11 +95,37 @@ public class QFilterCriteria implements Serializable, Cloneable
    /*******************************************************************************
     **
     *******************************************************************************/
-   public QFilterCriteria(String fieldName, QCriteriaOperator operator, List<Serializable> values)
+   @SuppressWarnings("unchecked")
+   public QFilterCriteria(String fieldName, QCriteriaOperator operator, List<? extends Serializable> values)
    {
       this.fieldName = fieldName;
       this.operator = operator;
-      this.values = values == null ? new ArrayList<>() : values;
+      this.values = values == null ? new ArrayList<>() : (List<Serializable>) values;
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @SuppressWarnings({ "rawtypes", "unchecked" })
+   public QFilterCriteria(String fieldName, QCriteriaOperator operator, Collection<? extends Serializable> values)
+   {
+      this.fieldName = fieldName;
+      this.operator = operator;
+
+      if(values == null)
+      {
+         this.values = new ArrayList<>();
+      }
+      else if(values instanceof List list)
+      {
+         this.values = list;
+      }
+      else
+      {
+         this.values = new ArrayList<>(values);
+      }
    }
 
 
@@ -319,4 +347,37 @@ public class QFilterCriteria implements Serializable, Cloneable
       return (rs.toString());
    }
 
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Override
+   public boolean equals(Object o)
+   {
+      if(this == o)
+      {
+         return true;
+      }
+
+      if(o == null || getClass() != o.getClass())
+      {
+         return false;
+      }
+
+      QFilterCriteria that = (QFilterCriteria) o;
+      return Objects.equals(fieldName, that.fieldName) && operator == that.operator && Objects.equals(values, that.values) && Objects.equals(otherFieldName, that.otherFieldName);
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Override
+   public int hashCode()
+   {
+      return Objects.hash(fieldName, operator, values, otherFieldName);
+   }
+
 }
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/actions/tables/query/QQueryFilter.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/actions/tables/query/QQueryFilter.java
index 717c8f8d..3d07c4c2 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/actions/tables/query/QQueryFilter.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/actions/tables/query/QQueryFilter.java
@@ -27,6 +27,7 @@ import java.util.ArrayList;
 import java.util.Arrays;
 import java.util.List;
 import java.util.Map;
+import java.util.Objects;
 import com.kingsrook.qqq.backend.core.instances.QMetaDataVariableInterpreter;
 import com.kingsrook.qqq.backend.core.logging.QLogger;
 import com.kingsrook.qqq.backend.core.utils.CollectionUtils;
@@ -323,6 +324,18 @@ public class QQueryFilter implements Serializable, Cloneable
 
 
 
+   /*******************************************************************************
+    ** Fluent setter for adding a single subFilter
+    **
+    *******************************************************************************/
+   public QQueryFilter withSubFilter(QQueryFilter subFilter)
+   {
+      addSubFilter(subFilter);
+      return (this);
+   }
+
+
+
    /*******************************************************************************
     **
     *******************************************************************************/
@@ -467,4 +480,36 @@ public class QQueryFilter implements Serializable, Cloneable
       return (this);
    }
 
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Override
+   public boolean equals(Object o)
+   {
+      if(this == o)
+      {
+         return true;
+      }
+
+      if(o == null || getClass() != o.getClass())
+      {
+         return false;
+      }
+
+      QQueryFilter that = (QQueryFilter) o;
+      return Objects.equals(criteria, that.criteria) && Objects.equals(orderBys, that.orderBys) && booleanOperator == that.booleanOperator && Objects.equals(subFilters, that.subFilters) && Objects.equals(skip, that.skip) && Objects.equals(limit, that.limit);
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Override
+   public int hashCode()
+   {
+      return Objects.hash(criteria, orderBys, booleanOperator, subFilters, skip, limit);
+   }
 }
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/actions/tables/replace/ReplaceInput.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/actions/tables/replace/ReplaceInput.java
index fe09cf5e..81944a6a 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/actions/tables/replace/ReplaceInput.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/actions/tables/replace/ReplaceInput.java
@@ -39,6 +39,7 @@ public class ReplaceInput extends AbstractTableActionInput
    private UniqueKey           key;
    private List<QRecord>       records;
    private QQueryFilter        filter;
+   private boolean             performDeletes = true;
 
    private boolean omitDmlAudit = false;
 
@@ -207,4 +208,35 @@ public class ReplaceInput extends AbstractTableActionInput
       return (this);
    }
 
+
+
+   /*******************************************************************************
+    ** Getter for performDeletes
+    *******************************************************************************/
+   public boolean getPerformDeletes()
+   {
+      return (this.performDeletes);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for performDeletes
+    *******************************************************************************/
+   public void setPerformDeletes(boolean performDeletes)
+   {
+      this.performDeletes = performDeletes;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for performDeletes
+    *******************************************************************************/
+   public ReplaceInput withPerformDeletes(boolean performDeletes)
+   {
+      this.performDeletes = performDeletes;
+      return (this);
+   }
+
 }
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/actions/tables/update/UpdateInput.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/actions/tables/update/UpdateInput.java
index 818a2e84..7f81a3ae 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/actions/tables/update/UpdateInput.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/actions/tables/update/UpdateInput.java
@@ -51,8 +51,10 @@ public class UpdateInput extends AbstractTableActionInput
    ////////////////////////////////////////////////////////////////////////////////////////////
    private Boolean areAllValuesBeingUpdatedTheSame = null;
 
-   private boolean omitDmlAudit = false;
-   private String  auditContext = null;
+   private boolean omitTriggeringAutomations = false;
+   private boolean omitDmlAudit              = false;
+   private boolean omitModifyDateUpdate      = false;
+   private String  auditContext              = null;
 
 
 
@@ -321,4 +323,66 @@ public class UpdateInput extends AbstractTableActionInput
       return (this);
    }
 
+
+
+   /*******************************************************************************
+    ** Getter for omitTriggeringAutomations
+    *******************************************************************************/
+   public boolean getOmitTriggeringAutomations()
+   {
+      return (this.omitTriggeringAutomations);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for omitTriggeringAutomations
+    *******************************************************************************/
+   public void setOmitTriggeringAutomations(boolean omitTriggeringAutomations)
+   {
+      this.omitTriggeringAutomations = omitTriggeringAutomations;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for omitTriggeringAutomations
+    *******************************************************************************/
+   public UpdateInput withOmitTriggeringAutomations(boolean omitTriggeringAutomations)
+   {
+      this.omitTriggeringAutomations = omitTriggeringAutomations;
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for omitModifyDateUpdate
+    *******************************************************************************/
+   public boolean getOmitModifyDateUpdate()
+   {
+      return (this.omitModifyDateUpdate);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for omitModifyDateUpdate
+    *******************************************************************************/
+   public void setOmitModifyDateUpdate(boolean omitModifyDateUpdate)
+   {
+      this.omitModifyDateUpdate = omitModifyDateUpdate;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for omitModifyDateUpdate
+    *******************************************************************************/
+   public UpdateInput withOmitModifyDateUpdate(boolean omitModifyDateUpdate)
+   {
+      this.omitModifyDateUpdate = omitModifyDateUpdate;
+      return (this);
+   }
+
 }
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/automation/TableTrigger.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/automation/TableTrigger.java
index a3c82b4f..e8b04e65 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/automation/TableTrigger.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/automation/TableTrigger.java
@@ -28,7 +28,7 @@ import com.kingsrook.qqq.backend.core.model.data.QField;
 import com.kingsrook.qqq.backend.core.model.data.QRecord;
 import com.kingsrook.qqq.backend.core.model.data.QRecordEntity;
 import com.kingsrook.qqq.backend.core.model.metadata.tables.TablesPossibleValueSourceMetaDataProvider;
-import com.kingsrook.qqq.backend.core.model.savedfilters.SavedFilter;
+import com.kingsrook.qqq.backend.core.model.savedviews.SavedView;
 import com.kingsrook.qqq.backend.core.model.scripts.Script;
 
 
@@ -51,7 +51,7 @@ public class TableTrigger extends QRecordEntity
    @QField(possibleValueSourceName = TablesPossibleValueSourceMetaDataProvider.NAME)
    private String tableName;
 
-   @QField(possibleValueSourceName = SavedFilter.TABLE_NAME)
+   @QField(possibleValueSourceName = SavedView.TABLE_NAME)
    private Integer filterId;
 
    @QField(possibleValueSourceName = Script.TABLE_NAME)
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/CompositeWidgetData.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/CompositeWidgetData.java
new file mode 100644
index 00000000..4d2e79a7
--- /dev/null
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/CompositeWidgetData.java
@@ -0,0 +1,220 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.model.dashboard.widgets;
+
+
+import java.io.Serializable;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.AbstractBlockWidgetData;
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.base.BaseSlots;
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.base.BaseStyles;
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.base.BaseValues;
+
+
+/*******************************************************************************
+ ** Data used to render a Composite Widget - e.g., a collection of blocks
+ *******************************************************************************/
+public class CompositeWidgetData extends AbstractBlockWidgetData<CompositeWidgetData, BaseValues, BaseSlots, BaseStyles>
+{
+   private List<AbstractBlockWidgetData<?, ?, ?, ?>> blocks = new ArrayList<>();
+
+   private Map<String, Serializable> styleOverrides = new HashMap<>();
+
+   private Layout layout;
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public enum Layout
+   {
+      /////////////////////////////////////////////////////////////
+      // note, these are used in QQQ FMD CompositeWidgetData.tsx //
+      /////////////////////////////////////////////////////////////
+      FLEX_ROW_WRAPPED,
+      FLEX_ROW_SPACE_BETWEEN,
+      TABLE_SUB_ROW_DETAILS,
+      BADGES_WRAPPER
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Override
+   public String getBlockTypeName()
+   {
+      return "COMPOSITE";
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for blocks
+    **
+    *******************************************************************************/
+   public List<AbstractBlockWidgetData<?, ?, ?, ?>> getBlocks()
+   {
+      return blocks;
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for blocks
+    **
+    *******************************************************************************/
+   public void setBlocks(List<AbstractBlockWidgetData<?, ?, ?, ?>> blocks)
+   {
+      this.blocks = blocks;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for blocks
+    **
+    *******************************************************************************/
+   public CompositeWidgetData withBlocks(List<AbstractBlockWidgetData<?, ?, ?, ?>> blocks)
+   {
+      this.blocks = blocks;
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public CompositeWidgetData withBlock(AbstractBlockWidgetData<?, ?, ?, ?> block)
+   {
+      addBlock(block);
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public void addBlock(AbstractBlockWidgetData<?, ?, ?, ?> block)
+   {
+      if(this.blocks == null)
+      {
+         this.blocks = new ArrayList<>();
+      }
+      this.blocks.add(block);
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for styleOverrides
+    *******************************************************************************/
+   public Map<String, Serializable> getStyleOverrides()
+   {
+      return (this.styleOverrides);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for styleOverrides
+    *******************************************************************************/
+   public void setStyleOverrides(Map<String, Serializable> styleOverrides)
+   {
+      this.styleOverrides = styleOverrides;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for styleOverrides
+    *******************************************************************************/
+   public CompositeWidgetData withStyleOverrides(Map<String, Serializable> styleOverrides)
+   {
+      this.styleOverrides = styleOverrides;
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public CompositeWidgetData withStyleOverride(String key, Serializable value)
+   {
+      addStyleOverride(key, value);
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public void addStyleOverride(String key, Serializable value)
+   {
+      if(this.styleOverrides == null)
+      {
+         this.styleOverrides = new HashMap<>();
+      }
+      this.styleOverrides.put(key, value);
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for layout
+    *******************************************************************************/
+   public Layout getLayout()
+   {
+      return (this.layout);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for layout
+    *******************************************************************************/
+   public void setLayout(Layout layout)
+   {
+      this.layout = layout;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for layout
+    *******************************************************************************/
+   public CompositeWidgetData withLayout(Layout layout)
+   {
+      this.layout = layout;
+      return (this);
+   }
+
+}
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/ParentWidgetData.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/ParentWidgetData.java
index 87338413..b19d65cb 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/ParentWidgetData.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/ParentWidgetData.java
@@ -35,6 +35,8 @@ public class ParentWidgetData extends QWidgetData
    private List<String> childWidgetNameList;
    private ParentWidgetMetaData.LayoutType layoutType = ParentWidgetMetaData.LayoutType.GRID;
 
+   private boolean isLabelPageTitle = false;
+
 
 
    /*******************************************************************************
@@ -121,4 +123,34 @@ public class ParentWidgetData extends QWidgetData
    }
 
 
+
+   /*******************************************************************************
+    ** Getter for isLabelPageTitle
+    *******************************************************************************/
+   public boolean getIsLabelPageTitle()
+   {
+      return (this.isLabelPageTitle);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for isLabelPageTitle
+    *******************************************************************************/
+   public void setIsLabelPageTitle(boolean isLabelPageTitle)
+   {
+      this.isLabelPageTitle = isLabelPageTitle;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for isLabelPageTitle
+    *******************************************************************************/
+   public ParentWidgetData withIsLabelPageTitle(boolean isLabelPageTitle)
+   {
+      this.isLabelPageTitle = isLabelPageTitle;
+      return (this);
+   }
+
 }
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/QWidgetData.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/QWidgetData.java
index 467554b3..5b2768cf 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/QWidgetData.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/QWidgetData.java
@@ -22,6 +22,7 @@
 package com.kingsrook.qqq.backend.core.model.dashboard.widgets;
 
 
+import java.io.Serializable;
 import java.util.List;
 import java.util.Map;
 
@@ -33,6 +34,7 @@ import java.util.Map;
 public abstract class QWidgetData
 {
    private String       label;
+   private String       sublabel;
    private String       footerHTML;
    private List<String> dropdownNameList;
    private List<String> dropdownLabelList;
@@ -47,6 +49,8 @@ public abstract class QWidgetData
    private List<List<Map<String, String>>> dropdownDataList;
    private String                          dropdownNeedsSelectedText;
 
+   private List<List<Serializable>> csvData;
+
 
 
    /*******************************************************************************
@@ -324,4 +328,65 @@ public abstract class QWidgetData
    }
 
 
+
+   /*******************************************************************************
+    ** Getter for csvData
+    *******************************************************************************/
+   public List<List<Serializable>> getCsvData()
+   {
+      return (this.csvData);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for csvData
+    *******************************************************************************/
+   public void setCsvData(List<List<Serializable>> csvData)
+   {
+      this.csvData = csvData;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for csvData
+    *******************************************************************************/
+   public QWidgetData withCsvData(List<List<Serializable>> csvData)
+   {
+      this.csvData = csvData;
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for sublabel
+    *******************************************************************************/
+   public String getSublabel()
+   {
+      return (this.sublabel);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for sublabel
+    *******************************************************************************/
+   public void setSublabel(String sublabel)
+   {
+      this.sublabel = sublabel;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for sublabel
+    *******************************************************************************/
+   public QWidgetData withSublabel(String sublabel)
+   {
+      this.sublabel = sublabel;
+      return (this);
+   }
+
 }
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/StatisticsData.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/StatisticsData.java
index 13a47931..cbd80e47 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/StatisticsData.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/StatisticsData.java
@@ -22,19 +22,24 @@
 package com.kingsrook.qqq.backend.core.model.dashboard.widgets;
 
 
+import java.io.Serializable;
+
+
 /*******************************************************************************
  ** Model containing datastructure expected by frontend statistics widget
  **
  *******************************************************************************/
 public class StatisticsData extends QWidgetData
 {
-   private Number  count;
-   private String  countFontSize;
-   private String  countURL;
-   private Number  percentageAmount;
-   private String  percentageLabel;
-   private boolean isCurrency     = false;
-   private boolean increaseIsGood = true;
+   private Serializable count;
+   private String       countFontSize;
+   private String       countURL;
+   private String       countContext;
+   private Number       percentageAmount;
+   private String       percentageLabel;
+   private String       percentageURL;
+   private boolean      isCurrency     = false;
+   private boolean      increaseIsGood = true;
 
 
 
@@ -50,7 +55,7 @@ public class StatisticsData extends QWidgetData
    /*******************************************************************************
     **
     *******************************************************************************/
-   public StatisticsData(Number count, Number percentageAmount, String percentageLabel)
+   public StatisticsData(Serializable count, Number percentageAmount, String percentageLabel)
    {
       this.count = count;
       this.percentageLabel = percentageLabel;
@@ -142,7 +147,7 @@ public class StatisticsData extends QWidgetData
     ** Getter for count
     **
     *******************************************************************************/
-   public Number getCount()
+   public Serializable getCount()
    {
       return count;
    }
@@ -153,7 +158,7 @@ public class StatisticsData extends QWidgetData
     ** Setter for count
     **
     *******************************************************************************/
-   public void setCount(Number count)
+   public void setCount(Serializable count)
    {
       this.count = count;
    }
@@ -164,7 +169,7 @@ public class StatisticsData extends QWidgetData
     ** Fluent setter for count
     **
     *******************************************************************************/
-   public StatisticsData withCount(Number count)
+   public StatisticsData withCount(Serializable count)
    {
       this.count = count;
       return (this);
@@ -306,4 +311,66 @@ public class StatisticsData extends QWidgetData
       return (this);
    }
 
+
+
+   /*******************************************************************************
+    ** Getter for countContext
+    *******************************************************************************/
+   public String getCountContext()
+   {
+      return (this.countContext);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for countContext
+    *******************************************************************************/
+   public void setCountContext(String countContext)
+   {
+      this.countContext = countContext;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for countContext
+    *******************************************************************************/
+   public StatisticsData withCountContext(String countContext)
+   {
+      this.countContext = countContext;
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for percentageURL
+    *******************************************************************************/
+   public String getPercentageURL()
+   {
+      return (this.percentageURL);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for percentageURL
+    *******************************************************************************/
+   public void setPercentageURL(String percentageURL)
+   {
+      this.percentageURL = percentageURL;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for percentageURL
+    *******************************************************************************/
+   public StatisticsData withPercentageURL(String percentageURL)
+   {
+      this.percentageURL = percentageURL;
+      return (this);
+   }
+
 }
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/WidgetType.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/WidgetType.java
index 5ea38183..421164a5 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/WidgetType.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/WidgetType.java
@@ -48,6 +48,7 @@ public enum WidgetType
    STEPPER("stepper"),
    TABLE("table"),
    USA_MAP("usaMap"),
+   COMPOSITE("composite"),
    DATA_BAG_VIEWER("dataBagViewer"),
    SCRIPT_VIEWER("scriptViewer");
 
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/AbstractBlockWidgetData.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/AbstractBlockWidgetData.java
new file mode 100644
index 00000000..74f4888b
--- /dev/null
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/AbstractBlockWidgetData.java
@@ -0,0 +1,419 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks;
+
+
+import java.util.HashMap;
+import java.util.Map;
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.QWidgetData;
+
+
+/*******************************************************************************
+ ** Base class for the data returned in rendering a block of a specific type.
+ **
+ ** The type parameters define the structure of the block's data, and should
+ ** generally be defined along with a sub-class of this class, in a block-specific
+ ** sub-package.
+ *******************************************************************************/
+public abstract class AbstractBlockWidgetData<
+   T extends AbstractBlockWidgetData<T, V, S, SX>,
+   V extends BlockValuesInterface,
+   S extends BlockSlotsInterface,
+   SX extends BlockStylesInterface> extends QWidgetData
+{
+   private String blockId;
+
+   private BlockTooltip tooltip;
+   private BlockLink    link;
+
+   private Map<S, BlockTooltip> tooltipMap;
+   private Map<S, BlockLink>    linkMap;
+
+   private V  values;
+   private SX styles;
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Override
+   public final String getType()
+   {
+      return "block";
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public abstract String getBlockTypeName();
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public T withTooltip(S key, String value)
+   {
+      addTooltip(key, value);
+      return (T) (this);
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public void addTooltip(S key, String value)
+   {
+      if(this.tooltipMap == null)
+      {
+         this.tooltipMap = new HashMap<>();
+      }
+      this.tooltipMap.put(key, new BlockTooltip().withTitle(value));
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public T withTooltip(S key, BlockTooltip value)
+   {
+      addTooltip(key, value);
+      return (T) (this);
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public void addTooltip(S key, BlockTooltip value)
+   {
+      if(this.tooltipMap == null)
+      {
+         this.tooltipMap = new HashMap<>();
+      }
+      this.tooltipMap.put(key, value);
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for tooltipMap
+    *******************************************************************************/
+   public Map<S, BlockTooltip> getTooltipMap()
+   {
+      return (this.tooltipMap);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for tooltipMap
+    *******************************************************************************/
+   public void setTooltipMap(Map<S, BlockTooltip> tooltipMap)
+   {
+      this.tooltipMap = tooltipMap;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for tooltipMap
+    *******************************************************************************/
+   public T withTooltipMap(Map<S, BlockTooltip> tooltipMap)
+   {
+      this.tooltipMap = tooltipMap;
+      return (T) (this);
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for tooltip
+    **
+    *******************************************************************************/
+   public BlockTooltip getTooltip()
+   {
+      return tooltip;
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for tooltip
+    **
+    *******************************************************************************/
+   public void setTooltip(BlockTooltip tooltip)
+   {
+      this.tooltip = tooltip;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for tooltip
+    **
+    *******************************************************************************/
+   public T withTooltip(String tooltip)
+   {
+      this.tooltip = new BlockTooltip(tooltip);
+      return (T) (this);
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for tooltip
+    **
+    *******************************************************************************/
+   public T withTooltip(BlockTooltip tooltip)
+   {
+      this.tooltip = tooltip;
+      return (T) (this);
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public T withLink(S key, String value)
+   {
+      addLink(key, value);
+      return (T) (this);
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public void addLink(S key, String value)
+   {
+      if(this.linkMap == null)
+      {
+         this.linkMap = new HashMap<>();
+      }
+      this.linkMap.put(key, new BlockLink(value));
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public T withLink(S key, BlockLink value)
+   {
+      addLink(key, value);
+      return (T) (this);
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public void addLink(S key, BlockLink value)
+   {
+      if(this.linkMap == null)
+      {
+         this.linkMap = new HashMap<>();
+      }
+      this.linkMap.put(key, value);
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for linkMap
+    *******************************************************************************/
+   public Map<S, BlockLink> getLinkMap()
+   {
+      return (this.linkMap);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for linkMap
+    *******************************************************************************/
+   public void setLinkMap(Map<S, BlockLink> linkMap)
+   {
+      this.linkMap = linkMap;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for linkMap
+    *******************************************************************************/
+   public T withLinkMap(Map<S, BlockLink> linkMap)
+   {
+      this.linkMap = linkMap;
+      return (T) (this);
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for link
+    **
+    *******************************************************************************/
+   public BlockLink getLink()
+   {
+      return link;
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for link
+    **
+    *******************************************************************************/
+   public void setLink(BlockLink link)
+   {
+      this.link = link;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for link
+    **
+    *******************************************************************************/
+   public T withLink(String link)
+   {
+      this.link = new BlockLink(link);
+      return (T) (this);
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for link
+    **
+    *******************************************************************************/
+   public T withLink(BlockLink link)
+   {
+      this.link = link;
+      return (T) this;
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for values
+    *******************************************************************************/
+   public V getValues()
+   {
+      return (this.values);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for values
+    *******************************************************************************/
+   public void setValues(V values)
+   {
+      this.values = values;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for values
+    *******************************************************************************/
+   public T withValues(V values)
+   {
+      this.values = values;
+      return (T) this;
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for styles
+    *******************************************************************************/
+   public SX getStyles()
+   {
+      return (this.styles);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for styles
+    *******************************************************************************/
+   public void setStyles(SX styles)
+   {
+      this.styles = styles;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for styles
+    *******************************************************************************/
+   public T withStyles(SX styles)
+   {
+      this.styles = styles;
+      return (T) this;
+   }
+
+
+   /*******************************************************************************
+    ** Getter for blockId
+    *******************************************************************************/
+   public String getBlockId()
+   {
+      return (this.blockId);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for blockId
+    *******************************************************************************/
+   public void setBlockId(String blockId)
+   {
+      this.blockId = blockId;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for blockId
+    *******************************************************************************/
+   public T withBlockId(String blockId)
+   {
+      this.blockId = blockId;
+      return (T) this;
+   }
+
+
+}
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/BlockLink.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/BlockLink.java
new file mode 100644
index 00000000..680daf59
--- /dev/null
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/BlockLink.java
@@ -0,0 +1,86 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks;
+
+
+/*******************************************************************************
+ ** A link used within a (widget) block.
+ **
+ ** Right now, just a href - but target is an obvious next-thing to add here.
+ *******************************************************************************/
+public class BlockLink
+{
+   private String href;
+
+
+
+   /*******************************************************************************
+    ** Constructor
+    **
+    *******************************************************************************/
+   public BlockLink()
+   {
+   }
+
+
+
+   /*******************************************************************************
+    ** Constructor
+    **
+    *******************************************************************************/
+   public BlockLink(String href)
+   {
+      this.href = href;
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for href
+    *******************************************************************************/
+   public String getHref()
+   {
+      return (this.href);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for href
+    *******************************************************************************/
+   public void setHref(String href)
+   {
+      this.href = href;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for href
+    *******************************************************************************/
+   public BlockLink withHref(String href)
+   {
+      this.href = href;
+      return (this);
+   }
+
+}
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/BlockSlotsInterface.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/BlockSlotsInterface.java
new file mode 100644
index 00000000..eb345d6b
--- /dev/null
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/BlockSlotsInterface.java
@@ -0,0 +1,32 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks;
+
+
+/*******************************************************************************
+ ** marker-interface for classes (enums, actually) used to define the "slots"
+ ** within a widget-block that can have links or tooltips applied to them.
+ *******************************************************************************/
+public interface BlockSlotsInterface
+{
+
+}
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/BlockStylesInterface.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/BlockStylesInterface.java
new file mode 100644
index 00000000..3d646659
--- /dev/null
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/BlockStylesInterface.java
@@ -0,0 +1,32 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks;
+
+
+/*******************************************************************************
+ ** Marker interface for classes that define the "styles" that can be customized
+ ** within a particular widget-block type.
+ *******************************************************************************/
+public interface BlockStylesInterface
+{
+
+}
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/BlockTooltip.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/BlockTooltip.java
new file mode 100644
index 00000000..0f33376c
--- /dev/null
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/BlockTooltip.java
@@ -0,0 +1,122 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks;
+
+
+/*******************************************************************************
+ ** A tooltip used within a (widget) block.
+ **
+ *******************************************************************************/
+public class BlockTooltip
+{
+   private String    title;
+   private Placement placement = Placement.BOTTOM;
+
+
+
+   public enum Placement
+   {BOTTOM, LEFT, RIGHT, TOP}
+
+
+
+   /*******************************************************************************
+    ** Constructor
+    **
+    *******************************************************************************/
+   public BlockTooltip()
+   {
+   }
+
+
+
+   /*******************************************************************************
+    ** Constructor
+    **
+    *******************************************************************************/
+   public BlockTooltip(String title)
+   {
+      this.title = title;
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for title
+    *******************************************************************************/
+   public String getTitle()
+   {
+      return (this.title);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for title
+    *******************************************************************************/
+   public void setTitle(String title)
+   {
+      this.title = title;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for title
+    *******************************************************************************/
+   public BlockTooltip withTitle(String title)
+   {
+      this.title = title;
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for placement
+    *******************************************************************************/
+   public Placement getPlacement()
+   {
+      return (this.placement);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for placement
+    *******************************************************************************/
+   public void setPlacement(Placement placement)
+   {
+      this.placement = placement;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for placement
+    *******************************************************************************/
+   public BlockTooltip withPlacement(Placement placement)
+   {
+      this.placement = placement;
+      return (this);
+   }
+
+}
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/BlockValuesInterface.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/BlockValuesInterface.java
new file mode 100644
index 00000000..a12c64a5
--- /dev/null
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/BlockValuesInterface.java
@@ -0,0 +1,32 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks;
+
+
+/*******************************************************************************
+ ** Marker interface for classes that define the values that can be returned for
+ ** a particular widget-block type.
+ *******************************************************************************/
+public interface BlockValuesInterface
+{
+
+}
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/base/BaseSlots.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/base/BaseSlots.java
new file mode 100644
index 00000000..bd693990
--- /dev/null
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/base/BaseSlots.java
@@ -0,0 +1,33 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.base;
+
+
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.BlockSlotsInterface;
+
+
+/*******************************************************************************
+ **
+ *******************************************************************************/
+public enum BaseSlots implements BlockSlotsInterface
+{
+}
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/base/BaseStyles.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/base/BaseStyles.java
new file mode 100644
index 00000000..1aab7064
--- /dev/null
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/base/BaseStyles.java
@@ -0,0 +1,33 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.base;
+
+
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.BlockStylesInterface;
+
+
+/*******************************************************************************
+ **
+ *******************************************************************************/
+public class BaseStyles implements BlockStylesInterface
+{
+}
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/base/BaseValues.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/base/BaseValues.java
new file mode 100644
index 00000000..a3bf9d61
--- /dev/null
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/base/BaseValues.java
@@ -0,0 +1,33 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.base;
+
+
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.BlockValuesInterface;
+
+
+/*******************************************************************************
+ **
+ *******************************************************************************/
+public class BaseValues implements BlockValuesInterface
+{
+}
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/bignumberblock/BigNumberBlockData.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/bignumberblock/BigNumberBlockData.java
new file mode 100644
index 00000000..adf2b0cb
--- /dev/null
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/bignumberblock/BigNumberBlockData.java
@@ -0,0 +1,43 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.bignumberblock;
+
+
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.AbstractBlockWidgetData;
+
+
+/*******************************************************************************
+ **
+ *******************************************************************************/
+public class BigNumberBlockData extends AbstractBlockWidgetData<BigNumberBlockData, BigNumberValues, BigNumberSlots, BigNumberStyles>
+{
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Override
+   public String getBlockTypeName()
+   {
+      return "BIG_NUMBER";
+   }
+
+}
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/bignumberblock/BigNumberSlots.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/bignumberblock/BigNumberSlots.java
new file mode 100644
index 00000000..a442c5ca
--- /dev/null
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/bignumberblock/BigNumberSlots.java
@@ -0,0 +1,36 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.bignumberblock;
+
+
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.BlockSlotsInterface;
+
+
+/*******************************************************************************
+ **
+ *******************************************************************************/
+public enum BigNumberSlots implements BlockSlotsInterface
+{
+   HEADING,
+   NUMBER,
+   CONTEXT
+}
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/bignumberblock/BigNumberStyles.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/bignumberblock/BigNumberStyles.java
new file mode 100644
index 00000000..ecbd442e
--- /dev/null
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/bignumberblock/BigNumberStyles.java
@@ -0,0 +1,98 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.bignumberblock;
+
+
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.BlockStylesInterface;
+
+
+/*******************************************************************************
+ **
+ *******************************************************************************/
+public class BigNumberStyles implements BlockStylesInterface
+{
+   private String numberColor;
+   private String width;
+
+
+
+   /*******************************************************************************
+    ** Getter for numberColor
+    *******************************************************************************/
+   public String getNumberColor()
+   {
+      return (this.numberColor);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for numberColor
+    *******************************************************************************/
+   public void setNumberColor(String numberColor)
+   {
+      this.numberColor = numberColor;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for numberColor
+    *******************************************************************************/
+   public BigNumberStyles withNumberColor(String numberColor)
+   {
+      this.numberColor = numberColor;
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for width
+    *******************************************************************************/
+   public String getWidth()
+   {
+      return (this.width);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for width
+    *******************************************************************************/
+   public void setWidth(String width)
+   {
+      this.width = width;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for width
+    *******************************************************************************/
+   public BigNumberStyles withWidth(String width)
+   {
+      this.width = width;
+      return (this);
+   }
+
+}
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/bignumberblock/BigNumberValues.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/bignumberblock/BigNumberValues.java
new file mode 100644
index 00000000..e02df3aa
--- /dev/null
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/bignumberblock/BigNumberValues.java
@@ -0,0 +1,131 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.bignumberblock;
+
+
+import java.io.Serializable;
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.BlockValuesInterface;
+
+
+/*******************************************************************************
+ **
+ *******************************************************************************/
+public class BigNumberValues implements BlockValuesInterface
+{
+   private String       heading;
+   private Serializable number;
+   private String       context;
+
+
+
+   /*******************************************************************************
+    ** Getter for heading
+    *******************************************************************************/
+   public String getHeading()
+   {
+      return (this.heading);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for heading
+    *******************************************************************************/
+   public void setHeading(String heading)
+   {
+      this.heading = heading;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for heading
+    *******************************************************************************/
+   public BigNumberValues withHeading(String heading)
+   {
+      this.heading = heading;
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for number
+    *******************************************************************************/
+   public Serializable getNumber()
+   {
+      return (this.number);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for number
+    *******************************************************************************/
+   public void setNumber(Serializable number)
+   {
+      this.number = number;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for number
+    *******************************************************************************/
+   public BigNumberValues withNumber(Serializable number)
+   {
+      this.number = number;
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for context
+    *******************************************************************************/
+   public String getContext()
+   {
+      return (this.context);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for context
+    *******************************************************************************/
+   public void setContext(String context)
+   {
+      this.context = context;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for context
+    *******************************************************************************/
+   public BigNumberValues withContext(String context)
+   {
+      this.context = context;
+      return (this);
+   }
+
+}
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/divider/DividerBlockData.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/divider/DividerBlockData.java
new file mode 100644
index 00000000..35daffbc
--- /dev/null
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/divider/DividerBlockData.java
@@ -0,0 +1,46 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.divider;
+
+
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.AbstractBlockWidgetData;
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.base.BaseSlots;
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.base.BaseStyles;
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.base.BaseValues;
+
+
+/*******************************************************************************
+ **
+ *******************************************************************************/
+public class DividerBlockData extends AbstractBlockWidgetData<DividerBlockData, BaseValues, BaseSlots, BaseStyles>
+{
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Override
+   public String getBlockTypeName()
+   {
+      return "DIVIDER";
+   }
+
+}
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/numbericonbadge/NumberIconBadgeBlockData.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/numbericonbadge/NumberIconBadgeBlockData.java
new file mode 100644
index 00000000..5ad48f03
--- /dev/null
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/numbericonbadge/NumberIconBadgeBlockData.java
@@ -0,0 +1,43 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.numbericonbadge;
+
+
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.AbstractBlockWidgetData;
+
+
+/*******************************************************************************
+ **
+ *******************************************************************************/
+public class NumberIconBadgeBlockData extends AbstractBlockWidgetData<NumberIconBadgeBlockData, NumberIconBadgeValues, NumberIconBadgeSlots, NumberIconBadgeStyles>
+{
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Override
+   public String getBlockTypeName()
+   {
+      return "NUMBER_ICON_BADGE";
+   }
+
+}
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/numbericonbadge/NumberIconBadgeSlots.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/numbericonbadge/NumberIconBadgeSlots.java
new file mode 100644
index 00000000..f4adade3
--- /dev/null
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/numbericonbadge/NumberIconBadgeSlots.java
@@ -0,0 +1,35 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.numbericonbadge;
+
+
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.BlockSlotsInterface;
+
+
+/*******************************************************************************
+ **
+ *******************************************************************************/
+public enum NumberIconBadgeSlots implements BlockSlotsInterface
+{
+   NUMBER,
+   ICON
+}
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/numbericonbadge/NumberIconBadgeStyles.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/numbericonbadge/NumberIconBadgeStyles.java
new file mode 100644
index 00000000..a3df034f
--- /dev/null
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/numbericonbadge/NumberIconBadgeStyles.java
@@ -0,0 +1,66 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.numbericonbadge;
+
+
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.BlockStylesInterface;
+
+
+/*******************************************************************************
+ **
+ *******************************************************************************/
+public class NumberIconBadgeStyles implements BlockStylesInterface
+{
+   private String color;
+
+
+
+   /*******************************************************************************
+    ** Getter for color
+    *******************************************************************************/
+   public String getColor()
+   {
+      return (this.color);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for color
+    *******************************************************************************/
+   public void setColor(String color)
+   {
+      this.color = color;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for color
+    *******************************************************************************/
+   public NumberIconBadgeStyles withColor(String color)
+   {
+      this.color = color;
+      return (this);
+   }
+
+}
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/numbericonbadge/NumberIconBadgeValues.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/numbericonbadge/NumberIconBadgeValues.java
new file mode 100644
index 00000000..7cb3b690
--- /dev/null
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/numbericonbadge/NumberIconBadgeValues.java
@@ -0,0 +1,99 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.numbericonbadge;
+
+
+import java.io.Serializable;
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.BlockValuesInterface;
+
+
+/*******************************************************************************
+ **
+ *******************************************************************************/
+public class NumberIconBadgeValues implements BlockValuesInterface
+{
+   private Serializable number;
+   private String       iconName;
+
+
+
+   /*******************************************************************************
+    ** Getter for number
+    *******************************************************************************/
+   public Serializable getNumber()
+   {
+      return (this.number);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for number
+    *******************************************************************************/
+   public void setNumber(Serializable number)
+   {
+      this.number = number;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for number
+    *******************************************************************************/
+   public NumberIconBadgeValues withNumber(Serializable number)
+   {
+      this.number = number;
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for iconName
+    *******************************************************************************/
+   public String getIconName()
+   {
+      return (this.iconName);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for iconName
+    *******************************************************************************/
+   public void setIconName(String iconName)
+   {
+      this.iconName = iconName;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for iconName
+    *******************************************************************************/
+   public NumberIconBadgeValues withIconName(String iconName)
+   {
+      this.iconName = iconName;
+      return (this);
+   }
+
+}
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/progressbar/ProgressBarBlockData.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/progressbar/ProgressBarBlockData.java
new file mode 100644
index 00000000..ddf11a88
--- /dev/null
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/progressbar/ProgressBarBlockData.java
@@ -0,0 +1,43 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.progressbar;
+
+
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.AbstractBlockWidgetData;
+
+
+/*******************************************************************************
+ **
+ *******************************************************************************/
+public class ProgressBarBlockData extends AbstractBlockWidgetData<ProgressBarBlockData, ProgressBarValues, ProgressBarSlots, ProgressBarStyles>
+{
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Override
+   public String getBlockTypeName()
+   {
+      return "PROGRESS_BAR";
+   }
+
+}
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/progressbar/ProgressBarSlots.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/progressbar/ProgressBarSlots.java
new file mode 100644
index 00000000..4882b90c
--- /dev/null
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/progressbar/ProgressBarSlots.java
@@ -0,0 +1,36 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.progressbar;
+
+
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.BlockSlotsInterface;
+
+
+/*******************************************************************************
+ **
+ *******************************************************************************/
+public enum ProgressBarSlots implements BlockSlotsInterface
+{
+   HEADING,
+   BAR,
+   VALUE
+}
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/progressbar/ProgressBarStyles.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/progressbar/ProgressBarStyles.java
new file mode 100644
index 00000000..9bcdb79d
--- /dev/null
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/progressbar/ProgressBarStyles.java
@@ -0,0 +1,69 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.progressbar;
+
+
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.BlockStylesInterface;
+
+
+/*******************************************************************************
+ **
+ *******************************************************************************/
+public class ProgressBarStyles implements BlockStylesInterface
+{
+   private String barColor;
+
+
+
+   /*******************************************************************************
+    ** Getter for barColor
+    **
+    *******************************************************************************/
+   public String getBarColor()
+   {
+      return barColor;
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for barColor
+    **
+    *******************************************************************************/
+   public void setBarColor(String barColor)
+   {
+      this.barColor = barColor;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for barColor
+    **
+    *******************************************************************************/
+   public ProgressBarStyles withBarColor(String barColor)
+   {
+      this.barColor = barColor;
+      return (this);
+   }
+
+}
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/progressbar/ProgressBarValues.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/progressbar/ProgressBarValues.java
new file mode 100644
index 00000000..d5973eba
--- /dev/null
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/progressbar/ProgressBarValues.java
@@ -0,0 +1,131 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.progressbar;
+
+
+import java.io.Serializable;
+import java.math.BigDecimal;
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.BlockValuesInterface;
+
+
+/*******************************************************************************
+ **
+ *******************************************************************************/
+public class ProgressBarValues implements BlockValuesInterface
+{
+   private String       heading;
+   private BigDecimal   percent;
+   private Serializable value;
+
+
+
+   /*******************************************************************************
+    ** Getter for heading
+    *******************************************************************************/
+   public String getHeading()
+   {
+      return (this.heading);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for heading
+    *******************************************************************************/
+   public void setHeading(String heading)
+   {
+      this.heading = heading;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for heading
+    *******************************************************************************/
+   public ProgressBarValues withHeading(String heading)
+   {
+      this.heading = heading;
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for percent
+    *******************************************************************************/
+   public BigDecimal getPercent()
+   {
+      return (this.percent);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for percent
+    *******************************************************************************/
+   public void setPercent(BigDecimal percent)
+   {
+      this.percent = percent;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for percent
+    *******************************************************************************/
+   public ProgressBarValues withPercent(BigDecimal percent)
+   {
+      this.percent = percent;
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for value
+    *******************************************************************************/
+   public Serializable getValue()
+   {
+      return (this.value);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for value
+    *******************************************************************************/
+   public void setValue(Serializable value)
+   {
+      this.value = value;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for value
+    *******************************************************************************/
+   public ProgressBarValues withValue(Serializable value)
+   {
+      this.value = value;
+      return (this);
+   }
+}
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/tablesubrowdetailrow/TableSubRowDetailRowBlockData.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/tablesubrowdetailrow/TableSubRowDetailRowBlockData.java
new file mode 100644
index 00000000..b222a7e3
--- /dev/null
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/tablesubrowdetailrow/TableSubRowDetailRowBlockData.java
@@ -0,0 +1,43 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.tablesubrowdetailrow;
+
+
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.AbstractBlockWidgetData;
+
+
+/*******************************************************************************
+ **
+ *******************************************************************************/
+public class TableSubRowDetailRowBlockData extends AbstractBlockWidgetData<TableSubRowDetailRowBlockData, TableSubRowDetailRowValues, TableSubRowDetailRowSlots, TableSubRowDetailRowStyles>
+{
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Override
+   public String getBlockTypeName()
+   {
+      return "TABLE_SUB_ROW_DETAIL_ROW";
+   }
+
+}
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/tablesubrowdetailrow/TableSubRowDetailRowSlots.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/tablesubrowdetailrow/TableSubRowDetailRowSlots.java
new file mode 100644
index 00000000..01061676
--- /dev/null
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/tablesubrowdetailrow/TableSubRowDetailRowSlots.java
@@ -0,0 +1,35 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.tablesubrowdetailrow;
+
+
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.BlockSlotsInterface;
+
+
+/*******************************************************************************
+ **
+ *******************************************************************************/
+public enum TableSubRowDetailRowSlots implements BlockSlotsInterface
+{
+   LABEL,
+   VALUE
+}
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/tablesubrowdetailrow/TableSubRowDetailRowStyles.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/tablesubrowdetailrow/TableSubRowDetailRowStyles.java
new file mode 100644
index 00000000..183a647b
--- /dev/null
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/tablesubrowdetailrow/TableSubRowDetailRowStyles.java
@@ -0,0 +1,98 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.tablesubrowdetailrow;
+
+
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.BlockStylesInterface;
+
+
+/*******************************************************************************
+ **
+ *******************************************************************************/
+public class TableSubRowDetailRowStyles implements BlockStylesInterface
+{
+   private String labelColor;
+   private String valueColor;
+
+
+
+   /*******************************************************************************
+    ** Getter for labelColor
+    *******************************************************************************/
+   public String getLabelColor()
+   {
+      return (this.labelColor);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for labelColor
+    *******************************************************************************/
+   public void setLabelColor(String labelColor)
+   {
+      this.labelColor = labelColor;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for labelColor
+    *******************************************************************************/
+   public TableSubRowDetailRowStyles withLabelColor(String labelColor)
+   {
+      this.labelColor = labelColor;
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for valueColor
+    *******************************************************************************/
+   public String getValueColor()
+   {
+      return (this.valueColor);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for valueColor
+    *******************************************************************************/
+   public void setValueColor(String valueColor)
+   {
+      this.valueColor = valueColor;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for valueColor
+    *******************************************************************************/
+   public TableSubRowDetailRowStyles withValueColor(String valueColor)
+   {
+      this.valueColor = valueColor;
+      return (this);
+   }
+
+}
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/tablesubrowdetailrow/TableSubRowDetailRowValues.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/tablesubrowdetailrow/TableSubRowDetailRowValues.java
new file mode 100644
index 00000000..148588c8
--- /dev/null
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/tablesubrowdetailrow/TableSubRowDetailRowValues.java
@@ -0,0 +1,121 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.tablesubrowdetailrow;
+
+
+import java.io.Serializable;
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.BlockValuesInterface;
+
+
+/*******************************************************************************
+ **
+ *******************************************************************************/
+public class TableSubRowDetailRowValues implements BlockValuesInterface
+{
+   private String       label;
+   private Serializable value;
+
+
+
+   /*******************************************************************************
+    ** Constructor
+    **
+    *******************************************************************************/
+   public TableSubRowDetailRowValues()
+   {
+   }
+
+
+
+   /*******************************************************************************
+    ** Constructor
+    **
+    *******************************************************************************/
+   public TableSubRowDetailRowValues(String label, Serializable value)
+   {
+      this.label = label;
+      this.value = value;
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for label
+    *******************************************************************************/
+   public String getLabel()
+   {
+      return (this.label);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for label
+    *******************************************************************************/
+   public void setLabel(String label)
+   {
+      this.label = label;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for label
+    *******************************************************************************/
+   public TableSubRowDetailRowValues withLabel(String label)
+   {
+      this.label = label;
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for value
+    *******************************************************************************/
+   public Serializable getValue()
+   {
+      return (this.value);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for value
+    *******************************************************************************/
+   public void setValue(Serializable value)
+   {
+      this.value = value;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for value
+    *******************************************************************************/
+   public TableSubRowDetailRowValues withValue(Serializable value)
+   {
+      this.value = value;
+      return (this);
+   }
+
+}
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/text/TextBlockData.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/text/TextBlockData.java
new file mode 100644
index 00000000..67764ec6
--- /dev/null
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/text/TextBlockData.java
@@ -0,0 +1,43 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.text;
+
+
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.AbstractBlockWidgetData;
+
+
+/*******************************************************************************
+ **
+ *******************************************************************************/
+public class TextBlockData extends AbstractBlockWidgetData<TextBlockData, TextValues, TextSlots, TextStyles>
+{
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Override
+   public String getBlockTypeName()
+   {
+      return "TEXT";
+   }
+
+}
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/text/TextSlots.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/text/TextSlots.java
new file mode 100644
index 00000000..753c37d1
--- /dev/null
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/text/TextSlots.java
@@ -0,0 +1,33 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.text;
+
+
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.BlockSlotsInterface;
+
+
+/*******************************************************************************
+ **
+ *******************************************************************************/
+public enum TextSlots implements BlockSlotsInterface
+{
+}
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/text/TextStyles.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/text/TextStyles.java
new file mode 100644
index 00000000..f735798d
--- /dev/null
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/text/TextStyles.java
@@ -0,0 +1,33 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.text;
+
+
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.BlockStylesInterface;
+
+
+/*******************************************************************************
+ **
+ *******************************************************************************/
+public class TextStyles implements BlockStylesInterface
+{
+}
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/text/TextValues.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/text/TextValues.java
new file mode 100644
index 00000000..3b82f4cb
--- /dev/null
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/text/TextValues.java
@@ -0,0 +1,87 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.text;
+
+
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.BlockValuesInterface;
+
+
+/*******************************************************************************
+ **
+ *******************************************************************************/
+public class TextValues implements BlockValuesInterface
+{
+   private String text;
+
+
+
+   /*******************************************************************************
+    ** Constructor
+    **
+    *******************************************************************************/
+   public TextValues()
+   {
+   }
+
+
+
+   /*******************************************************************************
+    ** Constructor
+    **
+    *******************************************************************************/
+   public TextValues(String text)
+   {
+      setText(text);
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for text
+    *******************************************************************************/
+   public String getText()
+   {
+      return (this.text);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for text
+    *******************************************************************************/
+   public void setText(String text)
+   {
+      this.text = text;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for text
+    *******************************************************************************/
+   public TextValues withText(String text)
+   {
+      this.text = text;
+      return (this);
+   }
+
+}
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/upordownnumber/UpOrDownNumberBlockData.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/upordownnumber/UpOrDownNumberBlockData.java
new file mode 100644
index 00000000..4d5daaad
--- /dev/null
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/upordownnumber/UpOrDownNumberBlockData.java
@@ -0,0 +1,43 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.upordownnumber;
+
+
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.AbstractBlockWidgetData;
+
+
+/*******************************************************************************
+ **
+ *******************************************************************************/
+public class UpOrDownNumberBlockData extends AbstractBlockWidgetData<UpOrDownNumberBlockData, UpOrDownNumberValues, UpOrDownNumberSlots, UpOrDownNumberStyles>
+{
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Override
+   public String getBlockTypeName()
+   {
+      return "UP_OR_DOWN_NUMBER";
+   }
+
+}
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/upordownnumber/UpOrDownNumberSlots.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/upordownnumber/UpOrDownNumberSlots.java
new file mode 100644
index 00000000..d4240e07
--- /dev/null
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/upordownnumber/UpOrDownNumberSlots.java
@@ -0,0 +1,35 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.upordownnumber;
+
+
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.BlockSlotsInterface;
+
+
+/*******************************************************************************
+ **
+ *******************************************************************************/
+public enum UpOrDownNumberSlots implements BlockSlotsInterface
+{
+   NUMBER,
+   CONTEXT
+}
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/upordownnumber/UpOrDownNumberStyles.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/upordownnumber/UpOrDownNumberStyles.java
new file mode 100644
index 00000000..b3ac5e0d
--- /dev/null
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/upordownnumber/UpOrDownNumberStyles.java
@@ -0,0 +1,98 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.upordownnumber;
+
+
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.BlockStylesInterface;
+
+
+/*******************************************************************************
+ **
+ *******************************************************************************/
+public class UpOrDownNumberStyles implements BlockStylesInterface
+{
+   private String  colorOverride;
+   private boolean isStacked = false;
+
+
+
+   /*******************************************************************************
+    ** Getter for colorOverride
+    *******************************************************************************/
+   public String getColorOverride()
+   {
+      return (this.colorOverride);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for colorOverride
+    *******************************************************************************/
+   public void setColorOverride(String colorOverride)
+   {
+      this.colorOverride = colorOverride;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for colorOverride
+    *******************************************************************************/
+   public UpOrDownNumberStyles withColorOverride(String colorOverride)
+   {
+      this.colorOverride = colorOverride;
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for isStacked
+    *******************************************************************************/
+   public boolean getIsStacked()
+   {
+      return (this.isStacked);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for isStacked
+    *******************************************************************************/
+   public void setIsStacked(boolean isStacked)
+   {
+      this.isStacked = isStacked;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for isStacked
+    *******************************************************************************/
+   public UpOrDownNumberStyles withIsStacked(boolean isStacked)
+   {
+      this.isStacked = isStacked;
+      return (this);
+   }
+
+}
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/upordownnumber/UpOrDownNumberValues.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/upordownnumber/UpOrDownNumberValues.java
new file mode 100644
index 00000000..937235d7
--- /dev/null
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/dashboard/widgets/blocks/upordownnumber/UpOrDownNumberValues.java
@@ -0,0 +1,163 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.upordownnumber;
+
+
+import java.io.Serializable;
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.BlockValuesInterface;
+
+
+/*******************************************************************************
+ **
+ *******************************************************************************/
+public class UpOrDownNumberValues implements BlockValuesInterface
+{
+   private boolean      isUp   = false;
+   private boolean      isGood = false;
+   private Serializable number;
+   private String       context;
+
+
+
+   /*******************************************************************************
+    ** Getter for isUp
+    *******************************************************************************/
+   public boolean getIsUp()
+   {
+      return (this.isUp);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for isUp
+    *******************************************************************************/
+   public void setIsUp(boolean isUp)
+   {
+      this.isUp = isUp;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for isUp
+    *******************************************************************************/
+   public UpOrDownNumberValues withIsUp(boolean isUp)
+   {
+      this.isUp = isUp;
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for isGood
+    *******************************************************************************/
+   public boolean getIsGood()
+   {
+      return (this.isGood);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for isGood
+    *******************************************************************************/
+   public void setIsGood(boolean isGood)
+   {
+      this.isGood = isGood;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for isGood
+    *******************************************************************************/
+   public UpOrDownNumberValues withIsGood(boolean isGood)
+   {
+      this.isGood = isGood;
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for number
+    *******************************************************************************/
+   public Serializable getNumber()
+   {
+      return (this.number);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for number
+    *******************************************************************************/
+   public void setNumber(Serializable number)
+   {
+      this.number = number;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for number
+    *******************************************************************************/
+   public UpOrDownNumberValues withNumber(Serializable number)
+   {
+      this.number = number;
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for context
+    *******************************************************************************/
+   public String getContext()
+   {
+      return (this.context);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for context
+    *******************************************************************************/
+   public void setContext(String context)
+   {
+      this.context = context;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for context
+    *******************************************************************************/
+   public UpOrDownNumberValues withContext(String context)
+   {
+      this.context = context;
+      return (this);
+   }
+
+}
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/data/QField.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/data/QField.java
index 9fecaf12..8744362c 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/data/QField.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/data/QField.java
@@ -63,6 +63,11 @@ public @interface QField
     *******************************************************************************/
    boolean isHidden() default false;
 
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   String defaultValue() default "";
+
    /*******************************************************************************
     **
     *******************************************************************************/
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/data/QRecord.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/data/QRecord.java
index 5c4f84ba..7c42e98f 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/data/QRecord.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/data/QRecord.java
@@ -32,6 +32,7 @@ import java.util.ArrayList;
 import java.util.Date;
 import java.util.HashMap;
 import java.util.LinkedHashMap;
+import java.util.LinkedList;
 import java.util.List;
 import java.util.Map;
 import com.kingsrook.qqq.backend.core.exceptions.QException;
@@ -108,7 +109,7 @@ public class QRecord implements Serializable
 
 
    /*******************************************************************************
-    ** Copy constructor.
+    ** Copy constructor.  Makes a deep clone.
     **
     *******************************************************************************/
    public QRecord(QRecord record)
@@ -120,10 +121,10 @@ public class QRecord implements Serializable
       this.displayValues = deepCopySimpleMap(record.displayValues);
       this.backendDetails = deepCopySimpleMap(record.backendDetails);
 
-      this.associatedRecords = deepCopyAssociatedRecords(record.associatedRecords);
-
       this.errors = record.errors == null ? null : new ArrayList<>(record.errors);
       this.warnings = record.warnings == null ? null : new ArrayList<>(record.warnings);
+
+      this.associatedRecords = deepCopyAssociatedRecords(record.associatedRecords);
    }
 
 
@@ -143,17 +144,17 @@ public class QRecord implements Serializable
     ** todo - move to a cloning utils maybe?
     *******************************************************************************/
    @SuppressWarnings({ "unchecked" })
-   private <K, V> Map<K, V> deepCopySimpleMap(Map<K, V> map)
+   private <V extends Serializable> Map<String, V> deepCopySimpleMap(Map<String, V> map)
    {
       if(map == null)
       {
          return (null);
       }
 
-      Map<K, V> clone = new LinkedHashMap<>();
-      for(Map.Entry<K, V> entry : map.entrySet())
+      Map<String, V> clone = new LinkedHashMap<>();
+      for(Map.Entry<String, V> entry : map.entrySet())
       {
-         V value = entry.getValue();
+         Serializable value = entry.getValue();
 
          //////////////////////////////////////////////////////////////////////////
          // not sure from where/how java.sql.Date objects are getting in here... //
@@ -167,15 +168,32 @@ public class QRecord implements Serializable
             ArrayList<?> cloneList = new ArrayList<>(arrayList);
             clone.put(entry.getKey(), (V) cloneList);
          }
-         else if(entry.getValue() instanceof Serializable serializableValue)
+         else if(entry.getValue() instanceof LinkedList<?> linkedList)
          {
-            LOG.info("Non-primitive serializable value in QRecord - calling SerializationUtils.clone...", logPair("key", entry.getKey()), logPair("type", value.getClass()));
-            clone.put(entry.getKey(), (V) SerializationUtils.clone(serializableValue));
+            LinkedList<?> cloneList = new LinkedList<>(linkedList);
+            clone.put(entry.getKey(), (V) cloneList);
+         }
+         else if(entry.getValue() instanceof LinkedHashMap<?, ?> linkedHashMap)
+         {
+            LinkedHashMap<?, ?> cloneMap = new LinkedHashMap<>(linkedHashMap);
+            clone.put(entry.getKey(), (V) cloneMap);
+         }
+         else if(entry.getValue() instanceof HashMap<?, ?> hashMap)
+         {
+            HashMap<?, ?> cloneMap = new HashMap<>(hashMap);
+            clone.put(entry.getKey(), (V) cloneMap);
+         }
+         else if(entry.getValue() instanceof QRecord otherQRecord)
+         {
+            clone.put(entry.getKey(), (V) new QRecord(otherQRecord));
          }
          else
          {
-            LOG.warn("Non-serializable value in QRecord...", logPair("key", entry.getKey()), logPair("type", value.getClass()));
-            clone.put(entry.getKey(), entry.getValue());
+            //////////////////////////////////////////////////////////////////////////////
+            // we know entry is serializable at this point, based on type param's bound //
+            //////////////////////////////////////////////////////////////////////////////
+            LOG.debug("Non-primitive serializable value in QRecord - calling SerializationUtils.clone...", logPair("key", entry.getKey()), logPair("type", value.getClass()));
+            clone.put(entry.getKey(), (V) SerializationUtils.clone(entry.getValue()));
          }
       }
       return (clone);
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/MetaDataProducerHelper.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/MetaDataProducerHelper.java
index 7a52a890..b6ea0975 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/MetaDataProducerHelper.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/MetaDataProducerHelper.java
@@ -29,6 +29,7 @@ import java.util.ArrayList;
 import java.util.Comparator;
 import java.util.List;
 import com.google.common.reflect.ClassPath;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
 import com.kingsrook.qqq.backend.core.logging.QLogger;
 import com.kingsrook.qqq.backend.core.model.MetaDataProducerInterface;
 import com.kingsrook.qqq.backend.core.model.metadata.layout.QAppMetaData;
@@ -50,13 +51,22 @@ public class MetaDataProducerHelper
     **
     ** Note - they'll be sorted by the sortOrder they provide.
     *******************************************************************************/
-   public static void processAllMetaDataProducersInPackage(QInstance instance, String packageName) throws IOException
+   public static void processAllMetaDataProducersInPackage(QInstance instance, String packageName) throws QException
    {
-      ////////////////////////////////////////////////////////////////////////
-      // find all the meta data producer classes in (and under) the package //
-      ////////////////////////////////////////////////////////////////////////
-      List<Class<?>>                     classesInPackage = getClassesInPackage(packageName);
-      List<MetaDataProducerInterface<?>> producers        = new ArrayList<>();
+      List<Class<?>> classesInPackage;
+      try
+      {
+         ////////////////////////////////////////////////////////////////////////
+         // find all the meta data producer classes in (and under) the package //
+         ////////////////////////////////////////////////////////////////////////
+         classesInPackage = getClassesInPackage(packageName);
+      }
+      catch(Exception e)
+      {
+         throw (new QException("Error getting classes in package [" + packageName + "]", e));
+      }
+      List<MetaDataProducerInterface<?>> producers = new ArrayList<>();
+
       for(Class<?> aClass : classesInPackage)
       {
          try
@@ -95,6 +105,7 @@ public class MetaDataProducerHelper
       ////////////////////////////////////////////////////////////////////////////////////////////
       // sort them by sort order, then by the type that they return - specifically - doing apps //
       // after all other types (as apps often try to get other types from the instance)         //
+      // also - do backends earlier than others (e.g., tables may expect backends to exist)     //
       ////////////////////////////////////////////////////////////////////////////////////////////
       producers.sort(Comparator
          .comparing((MetaDataProducerInterface<?> p) -> p.getSortOrder())
@@ -105,11 +116,15 @@ public class MetaDataProducerHelper
                Class<?> outputType = p.getClass().getMethod("produce", QInstance.class).getReturnType();
                if(outputType.equals(QAppMetaData.class))
                {
-                  return (1);
+                  return (2);
+               }
+               else if(outputType.equals(QBackendMetaData.class))
+               {
+                  return (0);
                }
                else
                {
-                  return (0);
+                  return (1);
                }
             }
             catch(Exception e)
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/QInstance.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/QInstance.java
index 8d7aef20..115fcccc 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/QInstance.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/QInstance.java
@@ -746,12 +746,22 @@ public class QInstance
 
 
    /*******************************************************************************
-    ** Setter for hasBeenValidated
+    ** If pass a QInstanceValidationKey (which can only be instantiated by the validator),
+    ** then the hasBeenValidated field will be set to true.
     **
+    ** Else, if passed a null, hasBeenValidated will be reset to false - e.g., to
+    ** re-trigger validation (can be useful in tests).
     *******************************************************************************/
    public void setHasBeenValidated(QInstanceValidationKey key)
    {
-      this.hasBeenValidated = true;
+      if(key == null)
+      {
+         this.hasBeenValidated = false;
+      }
+      else
+      {
+         this.hasBeenValidated = true;
+      }
    }
 
 
@@ -1042,10 +1052,16 @@ public class QInstance
       for(QSecurityKeyType securityKeyType : CollectionUtils.nonNullMap(getSecurityKeyTypes()).values())
       {
          rs.add(securityKeyType.getName());
+
          if(StringUtils.hasContent(securityKeyType.getAllAccessKeyName()))
          {
             rs.add(securityKeyType.getAllAccessKeyName());
          }
+
+         if(StringUtils.hasContent(securityKeyType.getNullValueBehaviorKeyName()))
+         {
+            rs.add(securityKeyType.getNullValueBehaviorKeyName());
+         }
       }
       return (rs);
    }
@@ -1198,4 +1214,14 @@ public class QInstance
       return (this);
    }
 
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public void add(TopLevelMetaDataInterface metaData)
+   {
+      metaData.addSelfToInstance(this);
+   }
+
 }
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/authentication/QAuthenticationMetaData.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/authentication/QAuthenticationMetaData.java
index cf07846d..14a9fbb6 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/authentication/QAuthenticationMetaData.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/authentication/QAuthenticationMetaData.java
@@ -28,6 +28,7 @@ import com.fasterxml.jackson.annotation.JsonFilter;
 import com.kingsrook.qqq.backend.core.model.metadata.QAuthenticationType;
 import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
 import com.kingsrook.qqq.backend.core.model.metadata.TopLevelMetaDataInterface;
+import com.kingsrook.qqq.backend.core.model.metadata.code.QCodeReference;
 
 
 /*******************************************************************************
@@ -43,6 +44,7 @@ public class QAuthenticationMetaData implements TopLevelMetaDataInterface
    @JsonFilter("secretsFilter")
    private Map<String, String> values;
 
+   private QCodeReference customizer;
 
 
    /*******************************************************************************
@@ -192,4 +194,35 @@ public class QAuthenticationMetaData implements TopLevelMetaDataInterface
       qInstance.setAuthentication(this);
    }
 
+
+
+   /*******************************************************************************
+    ** Getter for customizer
+    *******************************************************************************/
+   public QCodeReference getCustomizer()
+   {
+      return (this.customizer);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for customizer
+    *******************************************************************************/
+   public void setCustomizer(QCodeReference customizer)
+   {
+      this.customizer = customizer;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for customizer
+    *******************************************************************************/
+   public QAuthenticationMetaData withCustomizer(QCodeReference customizer)
+   {
+      this.customizer = customizer;
+      return (this);
+   }
+
 }
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/dashboard/QWidgetMetaData.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/dashboard/QWidgetMetaData.java
index c9453798..03688222 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/dashboard/QWidgetMetaData.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/dashboard/QWidgetMetaData.java
@@ -27,7 +27,9 @@ import java.util.ArrayList;
 import java.util.LinkedHashMap;
 import java.util.List;
 import java.util.Map;
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.WidgetType;
 import com.kingsrook.qqq.backend.core.model.metadata.code.QCodeReference;
+import com.kingsrook.qqq.backend.core.model.metadata.help.QHelpContent;
 import com.kingsrook.qqq.backend.core.model.metadata.layout.QIcon;
 import com.kingsrook.qqq.backend.core.model.metadata.permissions.QPermissionRules;
 
@@ -55,10 +57,12 @@ public class QWidgetMetaData implements QWidgetMetaDataInterface
    private boolean                  storeDropdownSelections;
 
    private boolean showReloadButton = true;
-   private boolean showExportButton = true;
+   private boolean showExportButton = false;
 
    protected Map<String, QIcon> icons;
 
+   protected Map<String, QHelpContent> helpContent;
+
    protected Map<String, Serializable> defaultValues = new LinkedHashMap<>();
 
 
@@ -217,6 +221,17 @@ public class QWidgetMetaData implements QWidgetMetaDataInterface
    public void setType(String type)
    {
       this.type = type;
+
+      ///////////////////////////////////////////////////////////////////////////////////////////////////////////////
+      // originally, showExportButton defaulted to true, and only a few frontend components knew how to render it. //
+      // but, with the advent of csvData that any widget type can export, then the generic frontend widget code    //
+      // became aware of the export button, so we wanted to flip the default for showExportButton to false, but    //
+      // still have it by-default be true for these 2 types                                                        //
+      ///////////////////////////////////////////////////////////////////////////////////////////////////////////////
+      if(WidgetType.TABLE.getType().equals(type) || WidgetType.CHILD_RECORD_LIST.getType().equals(type))
+      {
+         setShowExportButton(true);
+      }
    }
 
 
@@ -227,7 +242,7 @@ public class QWidgetMetaData implements QWidgetMetaDataInterface
     *******************************************************************************/
    public QWidgetMetaData withType(String type)
    {
-      this.type = type;
+      setType(type);
       return (this);
    }
 
@@ -675,4 +690,35 @@ public class QWidgetMetaData implements QWidgetMetaDataInterface
       return (this);
    }
 
+
+   /*******************************************************************************
+    ** Getter for helpContent
+    *******************************************************************************/
+   public Map<String, QHelpContent> getHelpContent()
+   {
+      return (this.helpContent);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for helpContent
+    *******************************************************************************/
+   public void setHelpContent(Map<String, QHelpContent> helpContent)
+   {
+      this.helpContent = helpContent;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for helpContent
+    *******************************************************************************/
+   public QWidgetMetaData withHelpContent(Map<String, QHelpContent> helpContent)
+   {
+      this.helpContent = helpContent;
+      return (this);
+   }
+
+
 }
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/dashboard/QWidgetMetaDataInterface.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/dashboard/QWidgetMetaDataInterface.java
index 779658d3..1c702e39 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/dashboard/QWidgetMetaDataInterface.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/dashboard/QWidgetMetaDataInterface.java
@@ -25,9 +25,11 @@ package com.kingsrook.qqq.backend.core.model.metadata.dashboard;
 import java.io.Serializable;
 import java.util.List;
 import java.util.Map;
+import com.kingsrook.qqq.backend.core.logging.QLogger;
 import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
 import com.kingsrook.qqq.backend.core.model.metadata.TopLevelMetaDataInterface;
 import com.kingsrook.qqq.backend.core.model.metadata.code.QCodeReference;
+import com.kingsrook.qqq.backend.core.model.metadata.help.QHelpContent;
 import com.kingsrook.qqq.backend.core.model.metadata.permissions.MetaDataWithPermissionRules;
 import com.kingsrook.qqq.backend.core.model.metadata.permissions.QPermissionRules;
 
@@ -38,6 +40,8 @@ import com.kingsrook.qqq.backend.core.model.metadata.permissions.QPermissionRule
  *******************************************************************************/
 public interface QWidgetMetaDataInterface extends MetaDataWithPermissionRules, TopLevelMetaDataInterface
 {
+   QLogger LOG = QLogger.getLogger(QWidgetMetaDataInterface.class);
+
    /*******************************************************************************
     ** Getter for name
     *******************************************************************************/
@@ -228,6 +232,23 @@ public interface QWidgetMetaDataInterface extends MetaDataWithPermissionRules, T
       return (null);
    }
 
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   default Map<String, QHelpContent> getHelpContent()
+   {
+      return (null);
+   }
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   default void setHelpContent(Map<String, QHelpContent> helpContent)
+   {
+      LOG.debug("Setting help content in a widgetMetaData type that doesn't support it (because it didn't override the getter/setter)");
+   }
+
    /*******************************************************************************
     **
     *******************************************************************************/
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/dashboard/nocode/HtmlWrapper.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/dashboard/nocode/HtmlWrapper.java
index 50ea0e14..eca576c4 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/dashboard/nocode/HtmlWrapper.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/dashboard/nocode/HtmlWrapper.java
@@ -51,6 +51,7 @@ public class HtmlWrapper implements Serializable
    public static final String STYLE_INDENT_2        = "padding-left: 2rem; ";
    public static final String STYLE_FLOAT_RIGHT     = "float: right; ";
    public static final String STYLE_RED             = "color: red; ";
+   public static final String STYLE_YELLOW = "color: #bfb743; ";
 
 
 
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/fields/DynamicDefaultValueBehavior.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/fields/DynamicDefaultValueBehavior.java
new file mode 100644
index 00000000..0a782774
--- /dev/null
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/fields/DynamicDefaultValueBehavior.java
@@ -0,0 +1,169 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2022.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.model.metadata.fields;
+
+
+import java.io.Serializable;
+import java.time.Instant;
+import java.time.LocalDate;
+import java.util.List;
+import java.util.Set;
+import com.kingsrook.qqq.backend.core.actions.values.ValueBehaviorApplier;
+import com.kingsrook.qqq.backend.core.logging.QLogger;
+import com.kingsrook.qqq.backend.core.model.data.QRecord;
+import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
+import com.kingsrook.qqq.backend.core.model.metadata.tables.QTableMetaData;
+import com.kingsrook.qqq.backend.core.utils.CollectionUtils;
+import static com.kingsrook.qqq.backend.core.logging.LogUtils.logPair;
+
+
+/*******************************************************************************
+ ** Field behavior that sets a default value for a field dynamically.
+ ** e.g., create-date fields get set to 'now' on insert.
+ ** e.g., modify-date fields get set to 'now' on insert and on update.
+ *******************************************************************************/
+public enum DynamicDefaultValueBehavior implements FieldBehavior<DynamicDefaultValueBehavior>
+{
+   CREATE_DATE,
+   MODIFY_DATE,
+   NONE;
+
+   private static final QLogger LOG = QLogger.getLogger(ValueTooLongBehavior.class);
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Override
+   public DynamicDefaultValueBehavior getDefault()
+   {
+      return (NONE);
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Override
+   public void apply(ValueBehaviorApplier.Action action, List<QRecord> recordList, QInstance instance, QTableMetaData table, QFieldMetaData field, Set<FieldBehavior<?>> behaviorsToOmit)
+   {
+      if(this.equals(NONE))
+      {
+         return;
+      }
+      if(behaviorsToOmit != null && behaviorsToOmit.contains(this))
+      {
+         return;
+      }
+
+      switch(this)
+      {
+         case CREATE_DATE -> applyCreateDate(action, recordList, table, field);
+         case MODIFY_DATE -> applyModifyDate(action, recordList, table, field);
+         default -> throw new IllegalStateException("Unexpected enum value: " + this);
+      }
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   private void applyCreateDate(ValueBehaviorApplier.Action action, List<QRecord> recordList, QTableMetaData table, QFieldMetaData field)
+   {
+      if(!ValueBehaviorApplier.Action.INSERT.equals(action))
+      {
+         return;
+      }
+
+      setCreateDateOrModifyDateOnList(recordList, table, field);
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   private void applyModifyDate(ValueBehaviorApplier.Action action, List<QRecord> recordList, QTableMetaData table, QFieldMetaData field)
+   {
+      ////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+      // check both of these (even though they're the only 2 values at the time of this writing), just in case more enum values are added in the future //
+      ////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+      if(!ValueBehaviorApplier.Action.INSERT.equals(action) && !ValueBehaviorApplier.Action.UPDATE.equals(action))
+      {
+         return;
+      }
+
+      setCreateDateOrModifyDateOnList(recordList, table, field);
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   private void setCreateDateOrModifyDateOnList(List<QRecord> recordList, QTableMetaData table, QFieldMetaData field)
+   {
+      String       fieldName = field.getName();
+      Serializable value     = getNow(table, field);
+
+      for(QRecord record : CollectionUtils.nonNullList(recordList))
+      {
+         record.setValue(fieldName, value);
+      }
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   private Serializable getNow(QTableMetaData table, QFieldMetaData field)
+   {
+      if(QFieldType.DATE_TIME.equals(field.getType()))
+      {
+         return (Instant.now());
+      }
+      else if(QFieldType.DATE.equals(field.getType()))
+      {
+         return (LocalDate.now());
+      }
+      else
+      {
+         LOG.debug("Request to apply a " + this.name() + " DynamicDefaultValueBehavior to a non-date or date-time field", logPair("table", table.getName()), logPair("field", field.getName()));
+         return (null);
+      }
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   private void noop()
+   {
+
+   }
+
+}
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/fields/FieldBehavior.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/fields/FieldBehavior.java
index db4a2b86..215843df 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/fields/FieldBehavior.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/fields/FieldBehavior.java
@@ -22,10 +22,42 @@
 package com.kingsrook.qqq.backend.core.model.metadata.fields;
 
 
+import java.util.List;
+import java.util.Set;
+import com.kingsrook.qqq.backend.core.actions.values.ValueBehaviorApplier;
+import com.kingsrook.qqq.backend.core.model.data.QRecord;
+import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
+import com.kingsrook.qqq.backend.core.model.metadata.tables.QTableMetaData;
+
+
 /*******************************************************************************
+ ** Interface for (expected to be?) enums which define behaviors that get applied
+ ** to fields.
+ **
+ ** At the present, these behaviors get applied before a field is stored (insert
+ ** or update), through the ValueBehaviorApplier class.
  **
  *******************************************************************************/
-public interface FieldBehavior
+public interface FieldBehavior<T extends FieldBehavior<T>>
 {
 
+   /*******************************************************************************
+    ** In case a behavior of this type wasn't set on the field, what should the
+    ** default of this type be?
+    *******************************************************************************/
+   T getDefault();
+
+   /*******************************************************************************
+    ** Apply this behavior to a list of records
+    *******************************************************************************/
+   void apply(ValueBehaviorApplier.Action action, List<QRecord> recordList, QInstance instance, QTableMetaData table, QFieldMetaData field, Set<FieldBehavior<?>> behaviorsToOmit);
+
+   /*******************************************************************************
+    ** control if multiple behaviors of this type should be allowed together on a field.
+    *******************************************************************************/
+   default boolean allowMultipleBehaviorsOfThisType()
+   {
+      return (false);
+   }
+
 }
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/fields/QFieldMetaData.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/fields/QFieldMetaData.java
index 6bbdb6cd..3a72dedb 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/fields/QFieldMetaData.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/fields/QFieldMetaData.java
@@ -35,6 +35,7 @@ import com.fasterxml.jackson.annotation.JsonIgnore;
 import com.github.hervian.reflection.Fun;
 import com.kingsrook.qqq.backend.core.exceptions.QException;
 import com.kingsrook.qqq.backend.core.instances.QInstanceHelpContentManager;
+import com.kingsrook.qqq.backend.core.logging.QLogger;
 import com.kingsrook.qqq.backend.core.model.actions.tables.query.QQueryFilter;
 import com.kingsrook.qqq.backend.core.model.data.QField;
 import com.kingsrook.qqq.backend.core.model.data.QRecordEntity;
@@ -44,6 +45,8 @@ import com.kingsrook.qqq.backend.core.model.metadata.help.QHelpContent;
 import com.kingsrook.qqq.backend.core.model.metadata.security.FieldSecurityLock;
 import com.kingsrook.qqq.backend.core.utils.CollectionUtils;
 import com.kingsrook.qqq.backend.core.utils.StringUtils;
+import com.kingsrook.qqq.backend.core.utils.ValueUtils;
+import static com.kingsrook.qqq.backend.core.logging.LogUtils.logPair;
 
 
 /*******************************************************************************
@@ -52,6 +55,8 @@ import com.kingsrook.qqq.backend.core.utils.StringUtils;
  *******************************************************************************/
 public class QFieldMetaData implements Cloneable
 {
+   private static final QLogger LOG = QLogger.getLogger(QFieldMetaData.class);
+
    private String     name;
    private String     label;
    private String     backendName;
@@ -73,8 +78,8 @@ public class QFieldMetaData implements Cloneable
    private String       possibleValueSourceName;
    private QQueryFilter possibleValueSourceFilter;
 
-   private Integer            maxLength;
-   private Set<FieldBehavior> behaviors;
+   private Integer               maxLength;
+   private Set<FieldBehavior<?>> behaviors;
 
    ////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
    // w/ longer-term vision for FieldBehaviors                                                                           //
@@ -220,6 +225,11 @@ public class QFieldMetaData implements Cloneable
             {
                withBehavior(fieldAnnotation.valueTooLongBehavior());
             }
+
+            if(StringUtils.hasContent(fieldAnnotation.defaultValue()))
+            {
+               ValueUtils.getValueAsFieldType(this.type, fieldAnnotation.defaultValue());
+            }
          }
       }
       catch(QException qe)
@@ -674,7 +684,7 @@ public class QFieldMetaData implements Cloneable
     ** Getter for behaviors
     **
     *******************************************************************************/
-   public Set<FieldBehavior> getBehaviors()
+   public Set<FieldBehavior<?>> getBehaviors()
    {
       return behaviors;
    }
@@ -682,11 +692,12 @@ public class QFieldMetaData implements Cloneable
 
 
    /*******************************************************************************
-    **
+    ** Get the FieldBehavior object of a given behaviorType (class) - but - if one
+    ** isn't set, then use the default from that type.
     *******************************************************************************/
-   public <T extends FieldBehavior> T getBehavior(QInstance instance, Class<T> behaviorType)
+   public <T extends FieldBehavior<T>> T getBehaviorOrDefault(QInstance instance, Class<T> behaviorType)
    {
-      for(FieldBehavior fieldBehavior : CollectionUtils.nonNullCollection(behaviors))
+      for(FieldBehavior<?> fieldBehavior : CollectionUtils.nonNullCollection(behaviors))
       {
          if(behaviorType.isInstance(fieldBehavior))
          {
@@ -701,9 +712,33 @@ public class QFieldMetaData implements Cloneable
       ///////////////////////////////////////////
       // return default behavior for this type //
       ///////////////////////////////////////////
-      if(behaviorType.equals(ValueTooLongBehavior.class))
+      if(behaviorType.isEnum())
       {
-         return behaviorType.cast(ValueTooLongBehavior.getDefault());
+         return (behaviorType.getEnumConstants()[0].getDefault());
+      }
+
+      return (null);
+   }
+
+
+
+   /*******************************************************************************
+    ** Get the FieldBehavior object of a given behaviorType (class) - and if one
+    ** isn't set, then return null.
+    *******************************************************************************/
+   public <T extends FieldBehavior<T>> T getBehaviorOnlyIfSet(Class<T> behaviorType)
+   {
+      if(behaviors == null)
+      {
+         return (null);
+      }
+
+      for(FieldBehavior<?> fieldBehavior : CollectionUtils.nonNullCollection(behaviors))
+      {
+         if(behaviorType.isInstance(fieldBehavior))
+         {
+            return (behaviorType.cast(fieldBehavior));
+         }
       }
 
       return (null);
@@ -715,7 +750,7 @@ public class QFieldMetaData implements Cloneable
     ** Setter for behaviors
     **
     *******************************************************************************/
-   public void setBehaviors(Set<FieldBehavior> behaviors)
+   public void setBehaviors(Set<FieldBehavior<?>> behaviors)
    {
       this.behaviors = behaviors;
    }
@@ -726,7 +761,7 @@ public class QFieldMetaData implements Cloneable
     ** Fluent setter for behaviors
     **
     *******************************************************************************/
-   public QFieldMetaData withBehaviors(Set<FieldBehavior> behaviors)
+   public QFieldMetaData withBehaviors(Set<FieldBehavior<?>> behaviors)
    {
       this.behaviors = behaviors;
       return (this);
@@ -738,12 +773,30 @@ public class QFieldMetaData implements Cloneable
     ** Fluent setter for behaviors
     **
     *******************************************************************************/
-   public QFieldMetaData withBehavior(FieldBehavior behavior)
+   public QFieldMetaData withBehavior(FieldBehavior<?> behavior)
    {
+      if(behavior == null)
+      {
+         LOG.debug("Skipping request to add null behavior", logPair("fieldName", getName()));
+         return (this);
+      }
+
       if(behaviors == null)
       {
          behaviors = new HashSet<>();
       }
+
+      if(!behavior.allowMultipleBehaviorsOfThisType())
+      {
+         @SuppressWarnings("unchecked")
+         FieldBehavior<?> existingBehaviorOfThisType = getBehaviorOnlyIfSet(behavior.getClass());
+         if(existingBehaviorOfThisType != null)
+         {
+            LOG.debug("Replacing a field behavior", logPair("fieldName", getName()), logPair("oldBehavior", existingBehaviorOfThisType), logPair("newBehavior", behavior));
+            this.behaviors.remove(existingBehaviorOfThisType);
+         }
+      }
+
       this.behaviors.add(behavior);
       return (this);
    }
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/fields/ValueTooLongBehavior.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/fields/ValueTooLongBehavior.java
index 57b465be..77cd24cd 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/fields/ValueTooLongBehavior.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/fields/ValueTooLongBehavior.java
@@ -22,23 +22,90 @@
 package com.kingsrook.qqq.backend.core.model.metadata.fields;
 
 
+import java.util.List;
+import java.util.Set;
+import com.kingsrook.qqq.backend.core.actions.values.ValueBehaviorApplier;
+import com.kingsrook.qqq.backend.core.logging.QLogger;
+import com.kingsrook.qqq.backend.core.model.data.QRecord;
+import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
+import com.kingsrook.qqq.backend.core.model.metadata.tables.QTableMetaData;
+import com.kingsrook.qqq.backend.core.model.statusmessages.BadInputStatusMessage;
+import com.kingsrook.qqq.backend.core.utils.StringUtils;
+import static com.kingsrook.qqq.backend.core.logging.LogUtils.logPair;
+
+
 /*******************************************************************************
+ ** Behaviors for string fields, if their value is too long.
  **
+ ** Note:  This was the first implementation of a FieldBehavior, so its test
+ ** coverage is provided in ValueBehaviorApplierTest.
  *******************************************************************************/
-public enum ValueTooLongBehavior implements FieldBehavior
+public enum ValueTooLongBehavior implements FieldBehavior<ValueTooLongBehavior>
 {
    TRUNCATE,
    TRUNCATE_ELLIPSIS,
    ERROR,
    PASS_THROUGH;
 
+   private static final QLogger LOG = QLogger.getLogger(ValueTooLongBehavior.class);
+
 
 
    /*******************************************************************************
     **
     *******************************************************************************/
-   public static FieldBehavior getDefault()
+   @Override
+   public ValueTooLongBehavior getDefault()
    {
-      return PASS_THROUGH;
+      return (PASS_THROUGH);
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Override
+   public void apply(ValueBehaviorApplier.Action action, List<QRecord> recordList, QInstance instance, QTableMetaData table, QFieldMetaData field, Set<FieldBehavior<?>> behaviorsToOmit)
+   {
+      if(this.equals(PASS_THROUGH))
+      {
+         return;
+      }
+      if(behaviorsToOmit != null && behaviorsToOmit.contains(this))
+      {
+         return;
+      }
+
+      String fieldName = field.getName();
+      if(!QFieldType.STRING.equals(field.getType()))
+      {
+         LOG.debug("Request to apply a ValueTooLongBehavior to a non-string field", logPair("table", table.getName()), logPair("field", fieldName));
+         return;
+      }
+
+      if(field.getMaxLength() == null)
+      {
+         LOG.debug("Request to apply a ValueTooLongBehavior to string field without a maxLength", logPair("table", table.getName()), logPair("field", fieldName));
+         return;
+      }
+
+      for(QRecord record : recordList)
+      {
+         String value = record.getValueString(fieldName);
+         if(value != null && value.length() > field.getMaxLength())
+         {
+            switch(this)
+            {
+               case TRUNCATE -> record.setValue(fieldName, StringUtils.safeTruncate(value, field.getMaxLength()));
+               case TRUNCATE_ELLIPSIS -> record.setValue(fieldName, StringUtils.safeTruncate(value, field.getMaxLength(), "..."));
+               case ERROR -> record.addError(new BadInputStatusMessage("The value for " + field.getLabel() + " is too long (max allowed length=" + field.getMaxLength() + ")"));
+               ///////////////////////////////////
+               // PASS_THROUGH is handled above //
+               ///////////////////////////////////
+               default -> throw new IllegalStateException("Unexpected enum value: " + this);
+            }
+         }
+      }
    }
 }
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/frontend/QFrontendAppMetaData.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/frontend/QFrontendAppMetaData.java
index 3bf1f5a8..ef73eac8 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/frontend/QFrontendAppMetaData.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/frontend/QFrontendAppMetaData.java
@@ -26,11 +26,13 @@ import java.util.ArrayList;
 import java.util.HashMap;
 import java.util.List;
 import java.util.Map;
+import java.util.Objects;
 import com.fasterxml.jackson.annotation.JsonInclude;
 import com.fasterxml.jackson.annotation.JsonInclude.Include;
 import com.kingsrook.qqq.backend.core.model.actions.metadata.MetaDataOutput;
 import com.kingsrook.qqq.backend.core.model.metadata.layout.QAppMetaData;
 import com.kingsrook.qqq.backend.core.model.metadata.layout.QAppSection;
+import com.kingsrook.qqq.backend.core.model.metadata.layout.QSupplementalAppMetaData;
 import com.kingsrook.qqq.backend.core.utils.CollectionUtils;
 
 
@@ -51,6 +53,7 @@ public class QFrontendAppMetaData
 
    private List<QAppSection> sections;
 
+   private Map<String, QSupplementalAppMetaData> supplementalAppMetaData;
 
 
    /*******************************************************************************
@@ -92,6 +95,31 @@ public class QFrontendAppMetaData
       {
          this.sections = filteredSections;
       }
+
+      ////////////////////////////////////////////////////////////////////////////////////////////////////////////
+      // include supplemental meta data, based on if it's meant for full or partial frontend meta-data requests //
+      // todo - take includeFullMetaData as a param?                                                            //
+      ////////////////////////////////////////////////////////////////////////////////////////////////////////////
+      boolean includeFullMetaData = true;
+      for(QSupplementalAppMetaData supplementalAppMetaData : CollectionUtils.nonNullMap(appMetaData.getSupplementalMetaData()).values())
+      {
+         boolean include;
+         if(includeFullMetaData)
+         {
+            include = supplementalAppMetaData.includeInFullFrontendMetaData();
+         }
+         else
+         {
+            include = supplementalAppMetaData.includeInPartialFrontendMetaData();
+         }
+
+         if(include)
+         {
+            this.supplementalAppMetaData = Objects.requireNonNullElseGet(this.supplementalAppMetaData, HashMap::new);
+            this.supplementalAppMetaData.put(supplementalAppMetaData.getType(), supplementalAppMetaData);
+         }
+      }
+
    }
 
 
@@ -196,4 +224,15 @@ public class QFrontendAppMetaData
    {
       return sections;
    }
+
+
+
+   /*******************************************************************************
+    ** Getter for supplementalAppMetaData
+    **
+    *******************************************************************************/
+   public Map<String, QSupplementalAppMetaData> getSupplementalAppMetaData()
+   {
+      return supplementalAppMetaData;
+   }
 }
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/frontend/QFrontendWidgetMetaData.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/frontend/QFrontendWidgetMetaData.java
index 3d710251..374650bf 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/frontend/QFrontendWidgetMetaData.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/frontend/QFrontendWidgetMetaData.java
@@ -31,6 +31,7 @@ import com.kingsrook.qqq.backend.core.model.actions.AbstractActionInput;
 import com.kingsrook.qqq.backend.core.model.metadata.dashboard.QWidgetMetaData;
 import com.kingsrook.qqq.backend.core.model.metadata.dashboard.QWidgetMetaDataInterface;
 import com.kingsrook.qqq.backend.core.model.metadata.dashboard.WidgetDropdownData;
+import com.kingsrook.qqq.backend.core.model.metadata.help.QHelpContent;
 import com.kingsrook.qqq.backend.core.model.metadata.layout.QIcon;
 
 
@@ -57,7 +58,8 @@ public class QFrontendWidgetMetaData
    private boolean showReloadButton = false;
    private boolean showExportButton = false;
 
-   protected Map<String, QIcon> icons;
+   protected Map<String, QIcon>        icons;
+   protected Map<String, QHelpContent> helpContent;
 
    private final boolean hasPermission;
 
@@ -92,6 +94,8 @@ public class QFrontendWidgetMetaData
          this.icons = qWidgetMetaData.getIcons();
       }
 
+      this.helpContent = widgetMetaData.getHelpContent();
+
       hasPermission = PermissionsHelper.hasWidgetPermission(actionInput, name);
    }
 
@@ -259,4 +263,15 @@ public class QFrontendWidgetMetaData
    {
       return tooltip;
    }
+
+
+
+   /*******************************************************************************
+    ** Getter for helpContent
+    **
+    *******************************************************************************/
+   public Map<String, QHelpContent> getHelpContent()
+   {
+      return helpContent;
+   }
 }
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/layout/QAppMetaData.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/layout/QAppMetaData.java
index 24b46042..4db07304 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/layout/QAppMetaData.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/layout/QAppMetaData.java
@@ -25,7 +25,9 @@ package com.kingsrook.qqq.backend.core.model.metadata.layout;
 import java.util.ArrayList;
 import java.util.Arrays;
 import java.util.Collection;
+import java.util.HashMap;
 import java.util.List;
+import java.util.Map;
 import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
 import com.kingsrook.qqq.backend.core.model.metadata.TopLevelMetaDataInterface;
 import com.kingsrook.qqq.backend.core.model.metadata.permissions.MetaDataWithPermissionRules;
@@ -45,6 +47,8 @@ public class QAppMetaData implements QAppChildMetaData, MetaDataWithPermissionRu
    private String name;
    private String label;
 
+   private Integer sortOrder = 500;
+
    private QPermissionRules permissionRules;
 
    private List<QAppChildMetaData> children;
@@ -55,6 +59,8 @@ public class QAppMetaData implements QAppChildMetaData, MetaDataWithPermissionRu
    private List<String>      widgets;
    private List<QAppSection> sections;
 
+   private Map<String, QSupplementalAppMetaData> supplementalMetaData;
+
 
 
    /*******************************************************************************
@@ -437,4 +443,82 @@ public class QAppMetaData implements QAppChildMetaData, MetaDataWithPermissionRu
    {
       qInstance.addApp(this);
    }
+
+
+
+   /*******************************************************************************
+    ** Getter for sortOrder
+    *******************************************************************************/
+   public Integer getSortOrder()
+   {
+      return (this.sortOrder);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for sortOrder
+    *******************************************************************************/
+   public void setSortOrder(Integer sortOrder)
+   {
+      this.sortOrder = sortOrder;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for sortOrder
+    *******************************************************************************/
+   public QAppMetaData withSortOrder(Integer sortOrder)
+   {
+      this.sortOrder = sortOrder;
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for supplementalMetaData
+    *******************************************************************************/
+   public Map<String, QSupplementalAppMetaData> getSupplementalMetaData()
+   {
+      return (this.supplementalMetaData);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for supplementalMetaData
+    *******************************************************************************/
+   public void setSupplementalMetaData(Map<String, QSupplementalAppMetaData> supplementalMetaData)
+   {
+      this.supplementalMetaData = supplementalMetaData;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for supplementalMetaData
+    *******************************************************************************/
+   public QAppMetaData withSupplementalMetaData(QSupplementalAppMetaData supplementalMetaData)
+   {
+      if(this.supplementalMetaData == null)
+      {
+         this.supplementalMetaData = new HashMap<>();
+      }
+      this.supplementalMetaData.put(supplementalMetaData.getType(), supplementalMetaData);
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for supplementalMetaData
+    *******************************************************************************/
+   public QAppMetaData withSupplementalMetaData(Map<String, QSupplementalAppMetaData> supplementalMetaData)
+   {
+      this.supplementalMetaData = supplementalMetaData;
+      return (this);
+   }
+
 }
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/layout/QSupplementalAppMetaData.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/layout/QSupplementalAppMetaData.java
new file mode 100644
index 00000000..ab6f0a10
--- /dev/null
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/layout/QSupplementalAppMetaData.java
@@ -0,0 +1,86 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2023.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.model.metadata.layout;
+
+
+import com.kingsrook.qqq.backend.core.instances.QInstanceValidator;
+import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
+import com.kingsrook.qqq.backend.core.model.metadata.tables.QTableMetaData;
+
+
+/*******************************************************************************
+ ** Base-class for app-level meta-data defined by some supplemental module, etc,
+ ** outside of qqq core
+ *******************************************************************************/
+public abstract class QSupplementalAppMetaData
+{
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public boolean includeInPartialFrontendMetaData()
+   {
+      return (false);
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public boolean includeInFullFrontendMetaData()
+   {
+      return (false);
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for type
+    *******************************************************************************/
+   public abstract String getType();
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public void enrich(QInstance qInstance, QTableMetaData table)
+   {
+      ////////////////////////
+      // noop in base class //
+      ////////////////////////
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public void validate(QInstance qInstance, QTableMetaData tableMetaData, QInstanceValidator qInstanceValidator)
+   {
+      ////////////////////////
+      // noop in base class //
+      ////////////////////////
+   }
+}
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/processes/AbstractProcessMetaDataBuilder.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/processes/AbstractProcessMetaDataBuilder.java
index c1fe43f9..5f60e4b0 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/processes/AbstractProcessMetaDataBuilder.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/processes/AbstractProcessMetaDataBuilder.java
@@ -23,8 +23,11 @@ package com.kingsrook.qqq.backend.core.model.metadata.processes;
 
 
 import java.io.Serializable;
+import com.kingsrook.qqq.backend.core.logging.QLogger;
+import com.kingsrook.qqq.backend.core.model.metadata.layout.QIcon;
 import com.kingsrook.qqq.backend.core.model.metadata.scheduleing.QScheduleMetaData;
 import com.kingsrook.qqq.backend.core.processes.implementations.basepull.BasepullConfiguration;
+import static com.kingsrook.qqq.backend.core.logging.LogUtils.logPair;
 
 
 /*******************************************************************************
@@ -32,6 +35,8 @@ import com.kingsrook.qqq.backend.core.processes.implementations.basepull.Basepul
  *******************************************************************************/
 public class AbstractProcessMetaDataBuilder
 {
+   private static final QLogger LOG = QLogger.getLogger(AbstractProcessMetaDataBuilder.class);
+
    protected QProcessMetaData processMetaData;
 
 
@@ -58,6 +63,54 @@ public class AbstractProcessMetaDataBuilder
 
 
 
+   /*******************************************************************************
+    ** Fluent setter for name
+    **
+    *******************************************************************************/
+   public AbstractProcessMetaDataBuilder withName(String name)
+   {
+      processMetaData.setName(name);
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for label
+    **
+    *******************************************************************************/
+   public AbstractProcessMetaDataBuilder withLabel(String name)
+   {
+      processMetaData.setLabel(name);
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for tableName
+    **
+    *******************************************************************************/
+   public AbstractProcessMetaDataBuilder withTableName(String tableName)
+   {
+      processMetaData.setTableName(tableName);
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for icon
+    **
+    *******************************************************************************/
+   public AbstractProcessMetaDataBuilder withIcon(QIcon icon)
+   {
+      processMetaData.setIcon(icon);
+      return (this);
+   }
+
+
+
    /*******************************************************************************
     **
     *******************************************************************************/
@@ -65,7 +118,8 @@ public class AbstractProcessMetaDataBuilder
    {
       processMetaData.getInputFields().stream()
          .filter(f -> f.getName().equals(fieldName)).findFirst()
-         .ifPresent(f -> f.setDefaultValue(value));
+         .ifPresentOrElse(f -> f.setDefaultValue(value),
+            () -> LOG.warn("Could not find process input field for setting default value", logPair("processName", () -> processMetaData.getName()), logPair("fieldName", fieldName)));
    }
 
 
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/security/NullValueBehaviorUtil.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/security/NullValueBehaviorUtil.java
new file mode 100644
index 00000000..3e99299f
--- /dev/null
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/security/NullValueBehaviorUtil.java
@@ -0,0 +1,75 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.model.metadata.security;
+
+
+import java.io.Serializable;
+import java.util.List;
+import com.kingsrook.qqq.backend.core.context.QContext;
+import com.kingsrook.qqq.backend.core.logging.QLogger;
+import com.kingsrook.qqq.backend.core.model.metadata.security.RecordSecurityLock.NullValueBehavior;
+import com.kingsrook.qqq.backend.core.utils.CollectionUtils;
+import com.kingsrook.qqq.backend.core.utils.StringUtils;
+import com.kingsrook.qqq.backend.core.utils.ValueUtils;
+import static com.kingsrook.qqq.backend.core.logging.LogUtils.logPair;
+
+
+/*******************************************************************************
+ ** Utility for working with security key, nullValueBehaviors.
+ *******************************************************************************/
+public class NullValueBehaviorUtil
+{
+   private static final QLogger LOG = QLogger.getLogger(NullValueBehaviorUtil.class);
+
+
+
+   /*******************************************************************************
+    ** Look at a RecordSecurityLock, but also the active session - and if the session
+    ** has a null-value-behavior key for the lock's key-type, then allow that behavior
+    ** to override the lock's default.
+    *******************************************************************************/
+   public static NullValueBehavior getEffectiveNullValueBehavior(RecordSecurityLock recordSecurityLock)
+   {
+      QSecurityKeyType securityKeyType = QContext.getQInstance().getSecurityKeyType(recordSecurityLock.getSecurityKeyType());
+      if(StringUtils.hasContent(securityKeyType.getNullValueBehaviorKeyName()))
+      {
+         List<Serializable> nullValueSessionValueList = QContext.getQSession().getSecurityKeyValues(securityKeyType.getNullValueBehaviorKeyName());
+         if(CollectionUtils.nullSafeHasContents(nullValueSessionValueList))
+         {
+            NullValueBehavior nullValueBehavior = NullValueBehavior.tryToGetFromString(ValueUtils.getValueAsString(nullValueSessionValueList.get(0)));
+            if(nullValueBehavior != null)
+            {
+               return nullValueBehavior;
+            }
+            else
+            {
+               LOG.info("Unexpected value in nullValueBehavior security key.  Will use recordSecurityLock's nullValueBehavior",
+                  logPair("nullValueBehaviorKeyName", securityKeyType.getNullValueBehaviorKeyName()),
+                  logPair("value", nullValueSessionValueList.get(0)));
+            }
+         }
+      }
+
+      return (recordSecurityLock.getNullValueBehavior());
+   }
+
+}
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/security/QSecurityKeyType.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/security/QSecurityKeyType.java
index 74290b75..9e10ee4d 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/security/QSecurityKeyType.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/security/QSecurityKeyType.java
@@ -34,6 +34,7 @@ public class QSecurityKeyType implements TopLevelMetaDataInterface
 {
    private String name;
    private String allAccessKeyName;
+   private String nullValueBehaviorKeyName;
    private String possibleValueSourceName;
 
 
@@ -149,4 +150,35 @@ public class QSecurityKeyType implements TopLevelMetaDataInterface
       qInstance.addSecurityKeyType(this);
    }
 
+
+   /*******************************************************************************
+    ** Getter for nullValueBehaviorKeyName
+    *******************************************************************************/
+   public String getNullValueBehaviorKeyName()
+   {
+      return (this.nullValueBehaviorKeyName);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for nullValueBehaviorKeyName
+    *******************************************************************************/
+   public void setNullValueBehaviorKeyName(String nullValueBehaviorKeyName)
+   {
+      this.nullValueBehaviorKeyName = nullValueBehaviorKeyName;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for nullValueBehaviorKeyName
+    *******************************************************************************/
+   public QSecurityKeyType withNullValueBehaviorKeyName(String nullValueBehaviorKeyName)
+   {
+      this.nullValueBehaviorKeyName = nullValueBehaviorKeyName;
+      return (this);
+   }
+
+
 }
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/security/RecordSecurityLock.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/security/RecordSecurityLock.java
index 06633998..b16deac0 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/security/RecordSecurityLock.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/security/RecordSecurityLock.java
@@ -22,7 +22,9 @@
 package com.kingsrook.qqq.backend.core.model.metadata.security;
 
 
+import java.util.HashMap;
 import java.util.List;
+import java.util.Map;
 
 
 /*******************************************************************************
@@ -67,7 +69,34 @@ public class RecordSecurityLock
    {
       ALLOW,
       ALLOW_WRITE_ONLY, // not common - but see Audit, where you can do a thing that inserts them into a generic table, even though you can't later read them yourself...
-      DENY
+      DENY;
+
+
+      ////////////////////////////////////////////////////////////////////
+      // for use in tryToGetFromString, where we'll lowercase the input //
+      ////////////////////////////////////////////////////////////////////
+      private static final Map<String, NullValueBehavior> stringMapping = new HashMap<>();
+
+      static
+      {
+         stringMapping.put("allow", ALLOW);
+         stringMapping.put("allow_write_only", ALLOW_WRITE_ONLY);
+         stringMapping.put("allowwriteonly", ALLOW_WRITE_ONLY);
+         stringMapping.put("deny", DENY);
+      }
+
+      /*******************************************************************************
+       **
+       *******************************************************************************/
+      public static NullValueBehavior tryToGetFromString(String string)
+      {
+         if(string == null)
+         {
+            return (null);
+         }
+
+         return stringMapping.get(string.toLowerCase());
+      }
    }
 
 
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/tables/QSupplementalTableMetaData.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/tables/QSupplementalTableMetaData.java
index d0dc48e4..6c36388b 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/tables/QSupplementalTableMetaData.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/tables/QSupplementalTableMetaData.java
@@ -22,6 +22,7 @@
 package com.kingsrook.qqq.backend.core.model.metadata.tables;
 
 
+import com.kingsrook.qqq.backend.core.instances.QInstanceValidator;
 import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
 
 
@@ -69,4 +70,16 @@ public abstract class QSupplementalTableMetaData
       // noop in base class //
       ////////////////////////
    }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public void validate(QInstance qInstance, QTableMetaData tableMetaData, QInstanceValidator qInstanceValidator)
+   {
+      ////////////////////////
+      // noop in base class //
+      ////////////////////////
+   }
 }
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/tables/QTableBackendDetails.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/tables/QTableBackendDetails.java
index 77344ec0..732fa9e4 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/tables/QTableBackendDetails.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/tables/QTableBackendDetails.java
@@ -23,6 +23,9 @@ package com.kingsrook.qqq.backend.core.model.metadata.tables;
 
 
 import com.fasterxml.jackson.databind.annotation.JsonDeserialize;
+import com.kingsrook.qqq.backend.core.instances.QInstanceValidator;
+import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
+import com.kingsrook.qqq.backend.core.model.metadata.processes.QProcessMetaData;
 import com.kingsrook.qqq.backend.core.model.metadata.serialization.QTableBackendDetailsDeserializer;
 import com.kingsrook.qqq.backend.core.modules.backend.QBackendModuleInterface;
 
@@ -100,4 +103,16 @@ public abstract class QTableBackendDetails
       return (this);
    }
 
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public void validate(QInstance qInstance, QTableMetaData table, QInstanceValidator qInstanceValidator)
+   {
+      ////////////////////////
+      // noop in base class //
+      ////////////////////////
+   }
+
 }
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/tables/QTableMetaData.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/tables/QTableMetaData.java
index 508b2b38..fac05aaa 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/tables/QTableMetaData.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/tables/QTableMetaData.java
@@ -34,6 +34,7 @@ import java.util.Optional;
 import java.util.Set;
 import com.kingsrook.qqq.backend.core.actions.customizers.TableCustomizers;
 import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.logging.QLogger;
 import com.kingsrook.qqq.backend.core.model.data.QRecordEntity;
 import com.kingsrook.qqq.backend.core.model.data.QRecordEntityField;
 import com.kingsrook.qqq.backend.core.model.metadata.QBackendMetaData;
@@ -49,6 +50,7 @@ import com.kingsrook.qqq.backend.core.model.metadata.permissions.QPermissionRule
 import com.kingsrook.qqq.backend.core.model.metadata.security.RecordSecurityLock;
 import com.kingsrook.qqq.backend.core.model.metadata.tables.automation.QTableAutomationDetails;
 import com.kingsrook.qqq.backend.core.model.metadata.tables.cache.CacheOf;
+import static com.kingsrook.qqq.backend.core.logging.LogUtils.logPair;
 
 
 /*******************************************************************************
@@ -57,6 +59,8 @@ import com.kingsrook.qqq.backend.core.model.metadata.tables.cache.CacheOf;
  *******************************************************************************/
 public class QTableMetaData implements QAppChildMetaData, Serializable, MetaDataWithPermissionRules, TopLevelMetaDataInterface
 {
+   private static final QLogger LOG = QLogger.getLogger(QTableMetaData.class);
+
    private String name;
    private String label;
 
@@ -813,6 +817,15 @@ public class QTableMetaData implements QAppChildMetaData, Serializable, MetaData
     *******************************************************************************/
    public QTableMetaData withUniqueKey(UniqueKey uniqueKey)
    {
+      ////////////////////////////////////////////////////////////////////////////////////
+      // you can't add a null key, so, if someone tried, just gracefully return w/ noop //
+      ////////////////////////////////////////////////////////////////////////////////////
+      if(uniqueKey == null)
+      {
+         LOG.debug("Skipping request to add null uniqueKey", logPair("tableName", name));
+         return (this);
+      }
+
       if(this.uniqueKeys == null)
       {
          this.uniqueKeys = new ArrayList<>();
@@ -1130,6 +1143,15 @@ public class QTableMetaData implements QAppChildMetaData, Serializable, MetaData
     *******************************************************************************/
    public QTableMetaData withRecordSecurityLock(RecordSecurityLock recordSecurityLock)
    {
+      /////////////////////////////////////////////////////////////////////////////////////
+      // you can't add a null lock, so, if someone tried, just gracefully return w/ noop //
+      /////////////////////////////////////////////////////////////////////////////////////
+      if(recordSecurityLock == null)
+      {
+         LOG.debug("Skipping request to add null recordSecurityLock", logPair("tableName", name));
+         return (this);
+      }
+
       if(this.recordSecurityLocks == null)
       {
          this.recordSecurityLocks = new ArrayList<>();
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/tables/automation/QTableAutomationDetails.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/tables/automation/QTableAutomationDetails.java
index b075d0a9..303e2932 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/tables/automation/QTableAutomationDetails.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/tables/automation/QTableAutomationDetails.java
@@ -37,6 +37,11 @@ public class QTableAutomationDetails
 
    private Integer overrideBatchSize;
 
+   private String shardByFieldName; // field in "this" table, to use for sharding
+   private String shardSourceTableName; // name of the table where the shards are defined as rows
+   private String shardLabelFieldName; // field in shard-source-table to use for labeling shards
+   private String shardIdFieldName; // field in shard-source-table to identify shards (e.g., joins to this table's shardByFieldName)
+
 
 
    /*******************************************************************************
@@ -188,4 +193,128 @@ public class QTableAutomationDetails
       return (this);
    }
 
+
+
+   /*******************************************************************************
+    ** Getter for shardByFieldName
+    *******************************************************************************/
+   public String getShardByFieldName()
+   {
+      return (this.shardByFieldName);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for shardByFieldName
+    *******************************************************************************/
+   public void setShardByFieldName(String shardByFieldName)
+   {
+      this.shardByFieldName = shardByFieldName;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for shardByFieldName
+    *******************************************************************************/
+   public QTableAutomationDetails withShardByFieldName(String shardByFieldName)
+   {
+      this.shardByFieldName = shardByFieldName;
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for shardSourceTableName
+    *******************************************************************************/
+   public String getShardSourceTableName()
+   {
+      return (this.shardSourceTableName);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for shardSourceTableName
+    *******************************************************************************/
+   public void setShardSourceTableName(String shardSourceTableName)
+   {
+      this.shardSourceTableName = shardSourceTableName;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for shardSourceTableName
+    *******************************************************************************/
+   public QTableAutomationDetails withShardSourceTableName(String shardSourceTableName)
+   {
+      this.shardSourceTableName = shardSourceTableName;
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for shardLabelFieldName
+    *******************************************************************************/
+   public String getShardLabelFieldName()
+   {
+      return (this.shardLabelFieldName);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for shardLabelFieldName
+    *******************************************************************************/
+   public void setShardLabelFieldName(String shardLabelFieldName)
+   {
+      this.shardLabelFieldName = shardLabelFieldName;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for shardLabelFieldName
+    *******************************************************************************/
+   public QTableAutomationDetails withShardLabelFieldName(String shardLabelFieldName)
+   {
+      this.shardLabelFieldName = shardLabelFieldName;
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for shardIdFieldName
+    *******************************************************************************/
+   public String getShardIdFieldName()
+   {
+      return (this.shardIdFieldName);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for shardIdFieldName
+    *******************************************************************************/
+   public void setShardIdFieldName(String shardIdFieldName)
+   {
+      this.shardIdFieldName = shardIdFieldName;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for shardIdFieldName
+    *******************************************************************************/
+   public QTableAutomationDetails withShardIdFieldName(String shardIdFieldName)
+   {
+      this.shardIdFieldName = shardIdFieldName;
+      return (this);
+   }
+
 }
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/tables/automation/TableAutomationAction.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/tables/automation/TableAutomationAction.java
index aa043a8b..b089661c 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/tables/automation/TableAutomationAction.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/metadata/tables/automation/TableAutomationAction.java
@@ -37,6 +37,7 @@ public class TableAutomationAction
    private TriggerEvent triggerEvent;
    private Integer      priority = 500;
    private QQueryFilter filter;
+   private Serializable shardId;
 
    ////////////////////////////////////////////////////////////////////////
    // flag that will cause the records to cause their associations to be //
@@ -329,4 +330,35 @@ public class TableAutomationAction
       return (this);
    }
 
+
+
+   /*******************************************************************************
+    ** Getter for shardId
+    *******************************************************************************/
+   public Serializable getShardId()
+   {
+      return (this.shardId);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for shardId
+    *******************************************************************************/
+   public void setShardId(Serializable shardId)
+   {
+      this.shardId = shardId;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for shardId
+    *******************************************************************************/
+   public TableAutomationAction withShardId(Serializable shardId)
+   {
+      this.shardId = shardId;
+      return (this);
+   }
+
 }
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/savedfilters/SavedFilter.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/savedviews/SavedView.java
similarity index 89%
rename from qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/savedfilters/SavedFilter.java
rename to qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/savedviews/SavedView.java
index 9263b5d5..fe382185 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/savedfilters/SavedFilter.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/savedviews/SavedView.java
@@ -1,6 +1,6 @@
 /*
  * QQQ - Low-code Application Framework for Engineers.
- * Copyright (C) 2021-2023.  Kingsrook, LLC
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
  * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
  * contact@kingsrook.com
  * https://github.com/Kingsrook/
@@ -19,7 +19,7 @@
  * along with this program.  If not, see <https://www.gnu.org/licenses/>.
  */
 
-package com.kingsrook.qqq.backend.core.model.savedfilters;
+package com.kingsrook.qqq.backend.core.model.savedviews;
 
 
 import java.time.Instant;
@@ -32,9 +32,9 @@ import com.kingsrook.qqq.backend.core.model.data.QRecordEntity;
 /*******************************************************************************
  ** Entity bean for the saved filter table
  *******************************************************************************/
-public class SavedFilter extends QRecordEntity
+public class SavedView extends QRecordEntity
 {
-   public static final String TABLE_NAME = "savedFilter";
+   public static final String TABLE_NAME = "savedView";
 
    @QField(isEditable = false)
    private Integer id;
@@ -55,7 +55,7 @@ public class SavedFilter extends QRecordEntity
    private String userId;
 
    @QField(isEditable = false)
-   private String filterJson;
+   private String viewJson;
 
 
 
@@ -63,7 +63,7 @@ public class SavedFilter extends QRecordEntity
     ** Constructor
     **
     *******************************************************************************/
-   public SavedFilter()
+   public SavedView()
    {
    }
 
@@ -73,7 +73,7 @@ public class SavedFilter extends QRecordEntity
     ** Constructor
     **
     *******************************************************************************/
-   public SavedFilter(QRecord qRecord) throws QException
+   public SavedView(QRecord qRecord) throws QException
    {
       populateFromQRecord(qRecord);
    }
@@ -172,7 +172,7 @@ public class SavedFilter extends QRecordEntity
     ** Fluent setter for label
     **
     *******************************************************************************/
-   public SavedFilter withLabel(String label)
+   public SavedView withLabel(String label)
    {
       this.label = label;
       return (this);
@@ -206,7 +206,7 @@ public class SavedFilter extends QRecordEntity
     ** Fluent setter for tableName
     **
     *******************************************************************************/
-   public SavedFilter withTableName(String tableName)
+   public SavedView withTableName(String tableName)
    {
       this.tableName = tableName;
       return (this);
@@ -240,7 +240,7 @@ public class SavedFilter extends QRecordEntity
     ** Fluent setter for userId
     **
     *******************************************************************************/
-   public SavedFilter withUserId(String userId)
+   public SavedView withUserId(String userId)
    {
       this.userId = userId;
       return (this);
@@ -249,34 +249,31 @@ public class SavedFilter extends QRecordEntity
 
 
    /*******************************************************************************
-    ** Getter for filterJson
-    **
+    ** Getter for viewJson
     *******************************************************************************/
-   public String getFilterJson()
+   public String getViewJson()
    {
-      return filterJson;
+      return (this.viewJson);
    }
 
 
 
    /*******************************************************************************
-    ** Setter for filterJson
-    **
+    ** Setter for viewJson
     *******************************************************************************/
-   public void setFilterJson(String filterJson)
+   public void setViewJson(String viewJson)
    {
-      this.filterJson = filterJson;
+      this.viewJson = viewJson;
    }
 
 
 
    /*******************************************************************************
-    ** Fluent setter for filterJson
-    **
+    ** Fluent setter for viewJson
     *******************************************************************************/
-   public SavedFilter withFilterJson(String filterJson)
+   public SavedView withViewJson(String viewJson)
    {
-      this.filterJson = filterJson;
+      this.viewJson = viewJson;
       return (this);
    }
 
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/savedfilters/SavedFiltersMetaDataProvider.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/savedviews/SavedViewsMetaDataProvider.java
similarity index 60%
rename from qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/savedfilters/SavedFiltersMetaDataProvider.java
rename to qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/savedviews/SavedViewsMetaDataProvider.java
index 0347db77..2581e67d 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/savedfilters/SavedFiltersMetaDataProvider.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/savedviews/SavedViewsMetaDataProvider.java
@@ -1,6 +1,6 @@
 /*
  * QQQ - Low-code Application Framework for Engineers.
- * Copyright (C) 2021-2022.  Kingsrook, LLC
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
  * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
  * contact@kingsrook.com
  * https://github.com/Kingsrook/
@@ -19,25 +19,31 @@
  * along with this program.  If not, see <https://www.gnu.org/licenses/>.
  */
 
-package com.kingsrook.qqq.backend.core.model.savedfilters;
+package com.kingsrook.qqq.backend.core.model.savedviews;
 
 
+import java.util.List;
 import java.util.function.Consumer;
 import com.kingsrook.qqq.backend.core.exceptions.QException;
 import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
+import com.kingsrook.qqq.backend.core.model.metadata.fields.AdornmentType;
+import com.kingsrook.qqq.backend.core.model.metadata.fields.FieldAdornment;
+import com.kingsrook.qqq.backend.core.model.metadata.layout.QIcon;
 import com.kingsrook.qqq.backend.core.model.metadata.possiblevalues.PVSValueFormatAndFields;
 import com.kingsrook.qqq.backend.core.model.metadata.possiblevalues.QPossibleValueSource;
 import com.kingsrook.qqq.backend.core.model.metadata.possiblevalues.QPossibleValueSourceType;
+import com.kingsrook.qqq.backend.core.model.metadata.tables.QFieldSection;
 import com.kingsrook.qqq.backend.core.model.metadata.tables.QTableMetaData;
-import com.kingsrook.qqq.backend.core.processes.implementations.savedfilters.DeleteSavedFilterProcess;
-import com.kingsrook.qqq.backend.core.processes.implementations.savedfilters.QuerySavedFilterProcess;
-import com.kingsrook.qqq.backend.core.processes.implementations.savedfilters.StoreSavedFilterProcess;
+import com.kingsrook.qqq.backend.core.model.metadata.tables.Tier;
+import com.kingsrook.qqq.backend.core.processes.implementations.savedviews.DeleteSavedViewProcess;
+import com.kingsrook.qqq.backend.core.processes.implementations.savedviews.QuerySavedViewProcess;
+import com.kingsrook.qqq.backend.core.processes.implementations.savedviews.StoreSavedViewProcess;
 
 
 /*******************************************************************************
  **
  *******************************************************************************/
-public class SavedFiltersMetaDataProvider
+public class SavedViewsMetaDataProvider
 {
 
 
@@ -46,11 +52,11 @@ public class SavedFiltersMetaDataProvider
     *******************************************************************************/
    public void defineAll(QInstance instance, String backendName, Consumer<QTableMetaData> backendDetailEnricher) throws QException
    {
-      instance.addTable(defineSavedFilterTable(backendName, backendDetailEnricher));
-      instance.addPossibleValueSource(defineSavedFilterPossibleValueSource());
-      instance.addProcess(QuerySavedFilterProcess.getProcessMetaData());
-      instance.addProcess(StoreSavedFilterProcess.getProcessMetaData());
-      instance.addProcess(DeleteSavedFilterProcess.getProcessMetaData());
+      instance.addTable(defineSavedViewTable(backendName, backendDetailEnricher));
+      instance.addPossibleValueSource(defineSavedViewPossibleValueSource());
+      instance.addProcess(QuerySavedViewProcess.getProcessMetaData());
+      instance.addProcess(StoreSavedViewProcess.getProcessMetaData());
+      instance.addProcess(DeleteSavedViewProcess.getProcessMetaData());
    }
 
 
@@ -58,16 +64,21 @@ public class SavedFiltersMetaDataProvider
    /*******************************************************************************
     **
     *******************************************************************************/
-   private QTableMetaData defineSavedFilterTable(String backendName, Consumer<QTableMetaData> backendDetailEnricher) throws QException
+   public QTableMetaData defineSavedViewTable(String backendName, Consumer<QTableMetaData> backendDetailEnricher) throws QException
    {
       QTableMetaData table = new QTableMetaData()
-         .withName(SavedFilter.TABLE_NAME)
-         .withLabel("Saved Filter")
+         .withName(SavedView.TABLE_NAME)
+         .withLabel("Saved View")
          .withRecordLabelFormat("%s")
          .withRecordLabelFields("label")
          .withBackendName(backendName)
          .withPrimaryKeyField("id")
-         .withFieldsFromEntity(SavedFilter.class);
+         .withFieldsFromEntity(SavedView.class)
+         .withSection(new QFieldSection("identity", new QIcon().withName("badge"), Tier.T1, List.of("id", "label")))
+         .withSection(new QFieldSection("data", new QIcon().withName("text_snippet"), Tier.T2, List.of("userId", "tableName", "viewJson")))
+         .withSection(new QFieldSection("dates", new QIcon().withName("calendar_month"), Tier.T3, List.of("createDate", "modifyDate")));
+
+      table.getField("viewJson").withFieldAdornment(new FieldAdornment(AdornmentType.CODE_EDITOR).withValue(AdornmentType.CodeEditorValues.languageMode("json")));
 
       if(backendDetailEnricher != null)
       {
@@ -82,12 +93,12 @@ public class SavedFiltersMetaDataProvider
    /*******************************************************************************
     **
     *******************************************************************************/
-   private QPossibleValueSource defineSavedFilterPossibleValueSource()
+   private QPossibleValueSource defineSavedViewPossibleValueSource()
    {
       return new QPossibleValueSource()
-         .withName(SavedFilter.TABLE_NAME)
+         .withName(SavedView.TABLE_NAME)
          .withType(QPossibleValueSourceType.TABLE)
-         .withTableName(SavedFilter.TABLE_NAME)
+         .withTableName(SavedView.TABLE_NAME)
          .withValueFormatAndFields(PVSValueFormatAndFields.LABEL_ONLY)
          .withOrderByField("label");
    }
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/session/QSession.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/session/QSession.java
index ec911a7f..ac2e313a 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/session/QSession.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/model/session/QSession.java
@@ -48,6 +48,7 @@ public class QSession implements Serializable
    private String uuid;
 
    private Set<String>                     permissions;
+
    private Map<String, List<Serializable>> securityKeyValues;
    private Map<String, Serializable>       backendVariants;
 
@@ -142,6 +143,19 @@ public class QSession implements Serializable
 
 
 
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public void removeValue(String key)
+   {
+      if(values != null)
+      {
+         values.remove(key);
+      }
+   }
+
+
+
    /*******************************************************************************
     **
     *******************************************************************************/
@@ -324,15 +338,10 @@ public class QSession implements Serializable
 
 
    /*******************************************************************************
-    ** Fluent setter for securityKeyValues - add a list of values for 1 key
+    ** Fluent setter for securityKeyValues - add 1 value for 1 key.
     *******************************************************************************/
-   public QSession withSecurityKeyValues(String keyName, List<Serializable> values)
+   public QSession withSecurityKeyValue(String keyName, Serializable value)
    {
-      if(values == null)
-      {
-         return (this);
-      }
-
       if(securityKeyValues == null)
       {
          securityKeyValues = new HashMap<>();
@@ -342,12 +351,15 @@ public class QSession implements Serializable
 
       try
       {
-         securityKeyValues.get(keyName).addAll(values);
+         securityKeyValues.get(keyName).add(value);
       }
       catch(UnsupportedOperationException uoe)
       {
+         /////////////////////
+         // grr, List.of... //
+         /////////////////////
          securityKeyValues.put(keyName, new ArrayList<>(securityKeyValues.get(keyName)));
-         securityKeyValues.get(keyName).addAll(values);
+         securityKeyValues.get(keyName).add(value);
       }
 
       return (this);
@@ -355,16 +367,6 @@ public class QSession implements Serializable
 
 
 
-   /*******************************************************************************
-    ** Fluent setter for securityKeyValues - add 1 value for 1 key.
-    *******************************************************************************/
-   public QSession withSecurityKeyValue(String keyName, Serializable value)
-   {
-      return (withSecurityKeyValues(keyName, List.of(value)));
-   }
-
-
-
    /*******************************************************************************
     ** Clear the map of security key values in the session.
     *******************************************************************************/
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/modules/authentication/QAuthenticationModuleCustomizerInterface.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/modules/authentication/QAuthenticationModuleCustomizerInterface.java
new file mode 100644
index 00000000..fd77cd81
--- /dev/null
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/modules/authentication/QAuthenticationModuleCustomizerInterface.java
@@ -0,0 +1,55 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.modules.authentication;
+
+
+import java.io.Serializable;
+import java.util.Map;
+import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
+import com.kingsrook.qqq.backend.core.model.session.QSession;
+
+
+/*******************************************************************************
+ ** Interface for customizing behavior of an Authentication module.
+ *******************************************************************************/
+public interface QAuthenticationModuleCustomizerInterface
+{
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   default void addSecurityKeyValueToSession(QSession session, String keyName, Serializable value)
+   {
+      session.withSecurityKeyValue(keyName, value);
+   }
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   default void customizeSession(QInstance qInstance, QSession qSession, Map<String, Object> context)
+   {
+      //////////
+      // noop //
+      //////////
+   }
+
+}
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/modules/authentication/implementations/Auth0AuthenticationModule.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/modules/authentication/implementations/Auth0AuthenticationModule.java
index 70fe607a..7d1fc57d 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/modules/authentication/implementations/Auth0AuthenticationModule.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/modules/authentication/implementations/Auth0AuthenticationModule.java
@@ -47,6 +47,7 @@ import com.auth0.jwt.exceptions.JWTVerificationException;
 import com.auth0.jwt.exceptions.TokenExpiredException;
 import com.auth0.jwt.interfaces.DecodedJWT;
 import com.auth0.net.Response;
+import com.kingsrook.qqq.backend.core.actions.customizers.QCodeLoader;
 import com.kingsrook.qqq.backend.core.actions.tables.GetAction;
 import com.kingsrook.qqq.backend.core.actions.tables.InsertAction;
 import com.kingsrook.qqq.backend.core.actions.tables.QueryAction;
@@ -71,6 +72,7 @@ import com.kingsrook.qqq.backend.core.model.metadata.authentication.Auth0Authent
 import com.kingsrook.qqq.backend.core.model.metadata.security.QSecurityKeyType;
 import com.kingsrook.qqq.backend.core.model.session.QSession;
 import com.kingsrook.qqq.backend.core.model.session.QUser;
+import com.kingsrook.qqq.backend.core.modules.authentication.QAuthenticationModuleCustomizerInterface;
 import com.kingsrook.qqq.backend.core.modules.authentication.QAuthenticationModuleInterface;
 import com.kingsrook.qqq.backend.core.modules.authentication.implementations.model.UserSession;
 import com.kingsrook.qqq.backend.core.state.InMemoryStateProvider;
@@ -80,6 +82,7 @@ import com.kingsrook.qqq.backend.core.utils.CollectionUtils;
 import com.kingsrook.qqq.backend.core.utils.JsonUtils;
 import com.kingsrook.qqq.backend.core.utils.StringUtils;
 import com.kingsrook.qqq.backend.core.utils.ValueUtils;
+import com.kingsrook.qqq.backend.core.utils.memoization.Memoization;
 import org.apache.http.client.entity.UrlEncodedFormEntity;
 import org.apache.http.client.methods.CloseableHttpResponse;
 import org.apache.http.client.methods.HttpPost;
@@ -129,6 +132,19 @@ public class Auth0AuthenticationModule implements QAuthenticationModuleInterface
    static final String EXPIRED_TOKEN_ERROR      = "Token has expired";
    static final String INVALID_TOKEN_ERROR      = "An invalid token was provided";
 
+   private Auth0AuthenticationMetaData metaData;
+
+   //////////////////////////////////////////////////////////////////////////////////
+   // do not use this var directly - rather - always call the getCustomizer method //
+   //////////////////////////////////////////////////////////////////////////////////
+   private QAuthenticationModuleCustomizerInterface _customizer                = null;
+   private boolean                                  customizerHasBeenRequested = false;
+
+   private static boolean mayMemoize = true;
+
+   private static final Memoization<String, String> getAccessTokenFromSessionUUIDMemoization = new Memoization<String, String>()
+      .withTimeout(Duration.of(1, ChronoUnit.MINUTES))
+      .withMaxSize(1000);
 
    ////////////////////////////////////////////////////////////////////////////////////////////////////////////
    // this is how we allow the actions within this class to work without themselves having a logged-in user. //
@@ -165,9 +181,12 @@ public class Auth0AuthenticationModule implements QAuthenticationModuleInterface
    @Override
    public QSession createSession(QInstance qInstance, Map<String, String> context) throws QAuthenticationException
    {
+      QInstance contextInstanceBefore = QContext.getQInstance();
+
       try
       {
-         Auth0AuthenticationMetaData metaData = (Auth0AuthenticationMetaData) qInstance.getAuthentication();
+         QContext.setQInstance(qInstance);
+         this.metaData = (Auth0AuthenticationMetaData) qInstance.getAuthentication();
 
          String accessToken = null;
          if(CollectionUtils.containsKeyWithNonNullValue(context, SESSION_UUID_KEY))
@@ -176,7 +195,7 @@ public class Auth0AuthenticationModule implements QAuthenticationModuleInterface
             // process a sessionUUID - looks up userSession record - cannot create token this way. //
             /////////////////////////////////////////////////////////////////////////////////////////
             String sessionUUID = context.get(SESSION_UUID_KEY);
-            LOG.info("Creating session from sessionUUID (userSession)", logPair("sessionUUID", maskForLog(sessionUUID)));
+            LOG.debug("Creating session from sessionUUID (userSession)", logPair("sessionUUID", maskForLog(sessionUUID)));
             if(sessionUUID != null)
             {
                accessToken = getAccessTokenFromSessionUUID(metaData, sessionUUID);
@@ -252,16 +271,6 @@ public class Auth0AuthenticationModule implements QAuthenticationModuleInterface
             }
          }
 
-         /* todo confirm this is deprecated
-         /////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
-         // check to see if the session id is a UUID, if so, that means we need to look up the 'actual' token in the access_token table //
-         /////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
-         if(accessToken != null && StringUtils.isUUID(accessToken))
-         {
-            accessToken = lookupActualAccessToken(metaData, accessToken);
-         }
-         */
-
          ///////////////////////////////////////////
          // if token wasn't found by now, give up //
          ///////////////////////////////////////////
@@ -311,6 +320,10 @@ public class Auth0AuthenticationModule implements QAuthenticationModuleInterface
          LOG.error(message, e);
          throw (new QAuthenticationException(message));
       }
+      finally
+      {
+         QContext.setQInstance(contextInstanceBefore);
+      }
    }
 
 
@@ -346,26 +359,36 @@ public class Auth0AuthenticationModule implements QAuthenticationModuleInterface
     *******************************************************************************/
    private QSession buildAndValidateSession(QInstance qInstance, String accessToken) throws JwkException
    {
-      QSession qSession = buildQSessionFromToken(accessToken, qInstance);
-      if(isSessionValid(qInstance, qSession))
+      QSession beforeSession = QContext.getQSession();
+
+      try
       {
+         QContext.setQSession(getChickenAndEggSession());
+         QSession qSession = buildQSessionFromToken(accessToken, qInstance);
+         if(isSessionValid(qInstance, qSession))
+         {
+            return (qSession);
+         }
+
+         //////////////////////////////////////////////////////////////////////////////////////////
+         // if we make it here it means we have never validated this token or it has been a long //
+         // enough duration so we need to re-verify the token                                    //
+         //////////////////////////////////////////////////////////////////////////////////////////
+         qSession = revalidateTokenAndBuildSession(qInstance, accessToken);
+
+         /////////////////////////////////////////////////////////////////////
+         // put now into state so we don't check until next interval passes //
+         /////////////////////////////////////////////////////////////////////
+         StateProviderInterface spi = getStateProvider();
+         SimpleStateKey<String> key = new SimpleStateKey<>(qSession.getIdReference());
+         spi.put(key, Instant.now());
+
          return (qSession);
       }
-
-      //////////////////////////////////////////////////////////////////////////////////////////
-      // if we make it here it means we have never validated this token or it has been a long //
-      // enough duration so we need to re-verify the token                                    //
-      //////////////////////////////////////////////////////////////////////////////////////////
-      qSession = revalidateTokenAndBuildSession(qInstance, accessToken);
-
-      /////////////////////////////////////////////////////////////////////
-      // put now into state so we don't check until next interval passes //
-      /////////////////////////////////////////////////////////////////////
-      StateProviderInterface spi = getStateProvider();
-      SimpleStateKey<String> key = new SimpleStateKey<>(qSession.getIdReference());
-      spi.put(key, Instant.now());
-
-      return (qSession);
+      finally
+      {
+         QContext.setQSession(beforeSession);
+      }
    }
 
 
@@ -509,7 +532,7 @@ public class Auth0AuthenticationModule implements QAuthenticationModuleInterface
     *******************************************************************************/
    private void validateToken(QInstance qInstance, String tokenString) throws JwkException
    {
-      Auth0AuthenticationMetaData metaData = (Auth0AuthenticationMetaData) qInstance.getAuthentication();
+      this.metaData = (Auth0AuthenticationMetaData) qInstance.getAuthentication();
 
       DecodedJWT  idToken   = JWT.decode(tokenString);
       JwkProvider provider  = new UrlJwkProvider(metaData.getBaseUrl());
@@ -567,10 +590,10 @@ public class Auth0AuthenticationModule implements QAuthenticationModuleInterface
       qSession.setIdReference(accessToken);
       qSession.setUser(qUser);
 
-      /////////////////////////////////////////////////////////////////////
-      // put the user id reference in security key value for usierId key //
-      /////////////////////////////////////////////////////////////////////
-      qSession.withSecurityKeyValue("userId", qUser.getIdReference());
+      ////////////////////////////////////////////////////////////////////
+      // put the user id reference in security key value for userId key //
+      ////////////////////////////////////////////////////////////////////
+      addSecurityKeyValueToSession(qSession, "userId", qUser.getIdReference());
 
       /////////////////////////////////////////////////
       // set permissions in the session from the JWT //
@@ -581,12 +604,43 @@ public class Auth0AuthenticationModule implements QAuthenticationModuleInterface
       // set security keys in the session from the JWT //
       ///////////////////////////////////////////////////
       setSecurityKeysInSessionFromJwtPayload(qInstance, payload, qSession);
+      
+      //////////////////////////////////////////////////////////////
+      // allow customizer to do custom things here, if so desired //
+      //////////////////////////////////////////////////////////////
+      if(getCustomizer() != null)
+      {
+         getCustomizer().customizeSession(qInstance, qSession, Map.of("jwtPayloadJsonObject", payload));
+      }
 
       return (qSession);
    }
 
 
 
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   private void addSecurityKeyValueToSession(QSession qSession, String key, String value)
+   {
+      if(getCustomizer() == null)
+      {
+         ///////////////////////////////////////////////////
+         // if there's no customizer, do the direct thing //
+         ///////////////////////////////////////////////////
+         qSession.withSecurityKeyValue(key, value);
+      }
+      else
+      {
+         ///////////////////////////////////////////////////////////
+         // else have the customizer add the value to the session //
+         ///////////////////////////////////////////////////////////
+         getCustomizer().addSecurityKeyValueToSession(qSession, key, value);
+      }
+   }
+
+
+
    /*******************************************************************************
     **
     *******************************************************************************/
@@ -616,7 +670,7 @@ public class Auth0AuthenticationModule implements QAuthenticationModuleInterface
    /*******************************************************************************
     **
     *******************************************************************************/
-   static void setSecurityKeysInSessionFromJwtPayload(QInstance qInstance, JSONObject payload, QSession qSession)
+   void setSecurityKeysInSessionFromJwtPayload(QInstance qInstance, JSONObject payload, QSession qSession)
    {
       for(String payloadKey : List.of("com.kingsrook.qqq.app_metadata", "com.kingsrook.qqq.client_metadata"))
       {
@@ -668,7 +722,7 @@ public class Auth0AuthenticationModule implements QAuthenticationModuleInterface
    /*******************************************************************************
     **
     *******************************************************************************/
-   private static void setSecurityKeyValuesFromToken(Set<String> allowedSecurityKeyNames, QSession qSession, String securityKeyName, JSONObject securityKeyValues, String jsonKey)
+   private void setSecurityKeyValuesFromToken(Set<String> allowedSecurityKeyNames, QSession qSession, String securityKeyName, JSONObject securityKeyValues, String jsonKey)
    {
       if(!allowedSecurityKeyNames.contains(securityKeyName))
       {
@@ -686,7 +740,7 @@ public class Auth0AuthenticationModule implements QAuthenticationModuleInterface
             Object optValue = valueArray.opt(i);
             if(optValue != null)
             {
-               qSession.withSecurityKeyValue(securityKeyName, ValueUtils.getValueAsString(optValue));
+               addSecurityKeyValueToSession(qSession, securityKeyName, ValueUtils.getValueAsString(optValue));
             }
          }
       }
@@ -697,7 +751,7 @@ public class Auth0AuthenticationModule implements QAuthenticationModuleInterface
          {
             for(String v : values.split(","))
             {
-               qSession.withSecurityKeyValue(securityKeyName, v);
+               addSecurityKeyValueToSession(qSession, securityKeyName, v);
             }
          }
       }
@@ -815,6 +869,25 @@ public class Auth0AuthenticationModule implements QAuthenticationModuleInterface
     **
     *******************************************************************************/
    private String getAccessTokenFromSessionUUID(Auth0AuthenticationMetaData metaData, String sessionUUID) throws QAuthenticationException
+   {
+      if(mayMemoize)
+      {
+         return getAccessTokenFromSessionUUIDMemoization.getResultThrowing(sessionUUID, (String x) ->
+            doGetAccessTokenFromSessionUUID(sessionUUID)
+         ).orElse(null);
+      }
+      else
+      {
+         return (doGetAccessTokenFromSessionUUID(sessionUUID));
+      }
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   private String doGetAccessTokenFromSessionUUID(String sessionUUID) throws QAuthenticationException
    {
       String   accessToken   = null;
       QSession beforeSession = QContext.getQSession();
@@ -982,4 +1055,39 @@ public class Auth0AuthenticationModule implements QAuthenticationModuleInterface
       }
    }
 
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   private QAuthenticationModuleCustomizerInterface getCustomizer()
+   {
+      try
+      {
+         if(!customizerHasBeenRequested)
+         {
+            customizerHasBeenRequested = true;
+
+            if(this.metaData == null)
+            {
+               this.metaData = (Auth0AuthenticationMetaData) QContext.getQInstance().getAuthentication();
+            }
+
+            if(this.metaData.getCustomizer() != null)
+            {
+               this._customizer = QCodeLoader.getAdHoc(QAuthenticationModuleCustomizerInterface.class, this.metaData.getCustomizer());
+            }
+         }
+
+         return (this._customizer);
+      }
+      catch(Exception e)
+      {
+         ////////////////////////
+         // should this throw? //
+         ////////////////////////
+         LOG.warn("Error getting customizer.", e);
+         return (null);
+      }
+   }
 }
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/modules/backend/QBackendModuleInterface.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/modules/backend/QBackendModuleInterface.java
index 6e3f5811..64ce0c3c 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/modules/backend/QBackendModuleInterface.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/modules/backend/QBackendModuleInterface.java
@@ -22,6 +22,7 @@
 package com.kingsrook.qqq.backend.core.modules.backend;
 
 
+import com.kingsrook.qqq.backend.core.actions.QBackendTransaction;
 import com.kingsrook.qqq.backend.core.actions.interfaces.AggregateInterface;
 import com.kingsrook.qqq.backend.core.actions.interfaces.CountInterface;
 import com.kingsrook.qqq.backend.core.actions.interfaces.DeleteInterface;
@@ -29,6 +30,8 @@ import com.kingsrook.qqq.backend.core.actions.interfaces.GetInterface;
 import com.kingsrook.qqq.backend.core.actions.interfaces.InsertInterface;
 import com.kingsrook.qqq.backend.core.actions.interfaces.QueryInterface;
 import com.kingsrook.qqq.backend.core.actions.interfaces.UpdateInterface;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.model.actions.AbstractTableActionInput;
 import com.kingsrook.qqq.backend.core.model.metadata.QBackendMetaData;
 import com.kingsrook.qqq.backend.core.model.metadata.tables.QTableBackendDetails;
 
@@ -126,6 +129,14 @@ public interface QBackendModuleInterface
       return null;
    }
 
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   default QBackendTransaction openTransaction(AbstractTableActionInput input) throws QException
+   {
+      return (new QBackendTransaction());
+   }
+
    /*******************************************************************************
     **
     *******************************************************************************/
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/modules/backend/implementations/memory/AbstractMemoryAction.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/modules/backend/implementations/memory/AbstractMemoryAction.java
index b492c76e..cead33b2 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/modules/backend/implementations/memory/AbstractMemoryAction.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/modules/backend/implementations/memory/AbstractMemoryAction.java
@@ -23,7 +23,6 @@ package com.kingsrook.qqq.backend.core.modules.backend.implementations.memory;
 
 
 import java.io.Serializable;
-import com.kingsrook.qqq.backend.core.actions.interfaces.QActionInterface;
 import com.kingsrook.qqq.backend.core.model.data.QRecord;
 import com.kingsrook.qqq.backend.core.model.metadata.tables.QTableMetaData;
 import com.kingsrook.qqq.backend.core.utils.StringUtils;
@@ -32,7 +31,7 @@ import com.kingsrook.qqq.backend.core.utils.StringUtils;
 /*******************************************************************************
  ** Base class for all core actions in the Memory backend module.
  *******************************************************************************/
-public abstract class AbstractMemoryAction implements QActionInterface
+public abstract class AbstractMemoryAction
 {
 
    /*******************************************************************************
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/modules/backend/implementations/memory/MemoryInsertAction.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/modules/backend/implementations/memory/MemoryInsertAction.java
index 401c4ab8..a6e6dcd4 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/modules/backend/implementations/memory/MemoryInsertAction.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/modules/backend/implementations/memory/MemoryInsertAction.java
@@ -22,13 +22,10 @@
 package com.kingsrook.qqq.backend.core.modules.backend.implementations.memory;
 
 
-import java.time.Instant;
 import com.kingsrook.qqq.backend.core.actions.interfaces.InsertInterface;
 import com.kingsrook.qqq.backend.core.exceptions.QException;
 import com.kingsrook.qqq.backend.core.model.actions.tables.insert.InsertInput;
 import com.kingsrook.qqq.backend.core.model.actions.tables.insert.InsertOutput;
-import com.kingsrook.qqq.backend.core.model.data.QRecord;
-import com.kingsrook.qqq.backend.core.model.metadata.tables.QTableMetaData;
 
 
 /*******************************************************************************
@@ -45,18 +42,6 @@ public class MemoryInsertAction extends AbstractMemoryAction implements InsertIn
    {
       try
       {
-         QTableMetaData table = insertInput.getTable();
-         Instant        now   = Instant.now();
-
-         for(QRecord record : insertInput.getRecords())
-         {
-            ///////////////////////////////////////////
-            // todo .. better (not hard-coded names) //
-            ///////////////////////////////////////////
-            setValueIfTableHasField(record, table, "createDate", now, false);
-            setValueIfTableHasField(record, table, "modifyDate", now, false);
-         }
-
          InsertOutput insertOutput = new InsertOutput();
          insertOutput.setRecords(MemoryRecordStore.getInstance().insert(insertInput, true));
          return (insertOutput);
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/modules/backend/implementations/memory/MemoryRecordStore.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/modules/backend/implementations/memory/MemoryRecordStore.java
index a092a520..7909963a 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/modules/backend/implementations/memory/MemoryRecordStore.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/modules/backend/implementations/memory/MemoryRecordStore.java
@@ -24,6 +24,10 @@ package com.kingsrook.qqq.backend.core.modules.backend.implementations.memory;
 
 import java.io.Serializable;
 import java.math.BigDecimal;
+import java.time.Instant;
+import java.time.ZoneId;
+import java.time.ZonedDateTime;
+import java.time.format.DateTimeFormatter;
 import java.util.ArrayList;
 import java.util.Collection;
 import java.util.Collections;
@@ -35,6 +39,7 @@ import java.util.Objects;
 import java.util.Optional;
 import java.util.function.Function;
 import java.util.stream.Collectors;
+import com.kingsrook.qqq.backend.core.actions.dashboard.widgets.DateTimeGroupBy;
 import com.kingsrook.qqq.backend.core.actions.tables.helpers.ValidateRecordSecurityLockHelper;
 import com.kingsrook.qqq.backend.core.context.QContext;
 import com.kingsrook.qqq.backend.core.exceptions.QException;
@@ -66,6 +71,7 @@ import com.kingsrook.qqq.backend.core.model.metadata.tables.QTableMetaData;
 import com.kingsrook.qqq.backend.core.modules.backend.implementations.utils.BackendQueryFilterUtils;
 import com.kingsrook.qqq.backend.core.utils.CollectionUtils;
 import com.kingsrook.qqq.backend.core.utils.ListingHash;
+import com.kingsrook.qqq.backend.core.utils.StringUtils;
 import com.kingsrook.qqq.backend.core.utils.ValueUtils;
 
 
@@ -584,7 +590,11 @@ public class MemoryRecordStore
          for(GroupBy groupBy : groupBys)
          {
             Serializable groupByValue = record.getValue(groupBy.getFieldName());
-            if(groupBy.getType() != null)
+            if(StringUtils.hasContent(groupBy.getFormatString()))
+            {
+               groupByValue = applyFormatString(groupByValue, groupBy);
+            }
+            else if(groupBy.getType() != null)
             {
                groupByValue = ValueUtils.getValueAsFieldType(groupBy.getType(), groupByValue);
             }
@@ -636,7 +646,9 @@ public class MemoryRecordStore
       /////////////////////
       if(aggregateInput.getFilter() != null && CollectionUtils.nullSafeHasContents(aggregateInput.getFilter().getOrderBys()))
       {
-         Comparator<AggregateResult> comparator = null;
+         /////////////////////////////////////////////////////////////////////////////////////
+         // lambda to compare 2 serializables, as we'll assume (& cast) them to Comparables //
+         /////////////////////////////////////////////////////////////////////////////////////
          Comparator<Serializable> serializableComparator = (Serializable a, Serializable b) ->
          {
             if(a == null && b == null)
@@ -654,9 +666,15 @@ public class MemoryRecordStore
             return ((Comparable) a).compareTo(b);
          };
 
+         //////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+         // reverse of the lambda above (we had some errors calling .reversed() on the comparator we were building, so this seemed simpler & worked) //
+         //////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+         Comparator<Serializable> reverseSerializableComparator = (Serializable a, Serializable b) -> -serializableComparator.compare(a, b);
+
          ////////////////////////////////////////////////
          // build a comparator out of all the orderBys //
          ////////////////////////////////////////////////
+         Comparator<AggregateResult> comparator = null;
          for(QFilterOrderBy orderBy : aggregateInput.getFilter().getOrderBys())
          {
             Function<AggregateResult, Serializable> keyExtractor = aggregateResult ->
@@ -677,16 +695,11 @@ public class MemoryRecordStore
 
             if(comparator == null)
             {
-               comparator = Comparator.comparing(keyExtractor, serializableComparator);
+               comparator = Comparator.comparing(keyExtractor, orderBy.getIsAscending() ? serializableComparator : reverseSerializableComparator);
             }
             else
             {
-               comparator = comparator.thenComparing(keyExtractor, serializableComparator);
-            }
-
-            if(!orderBy.getIsAscending())
-            {
-               comparator = comparator.reversed();
+               comparator = comparator.thenComparing(keyExtractor, orderBy.getIsAscending() ? serializableComparator : reverseSerializableComparator);
             }
          }
 
@@ -703,6 +716,57 @@ public class MemoryRecordStore
 
 
 
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   private Serializable applyFormatString(Serializable value, GroupBy groupBy) throws QException
+   {
+      if(value == null)
+      {
+         return (null);
+      }
+
+      String formatString = groupBy.getFormatString();
+
+      try
+      {
+         if(formatString.startsWith("DATE_FORMAT"))
+         {
+            /////////////////////////////////////////////////////////////////////////////
+            // one known-use case we have here looks like this:                        //
+            // DATE_FORMAT(CONVERT_TZ(%s, 'UTC', 'UTC'), '%%Y-%%m-%%dT%%H')            //
+            // ... for now, let's just try to support the formatting bit at the end... //
+            // todo - support the CONVERT_TZ bit too!                                  //
+            /////////////////////////////////////////////////////////////////////////////
+            String            sqlDateTimeFormat = formatString.replaceFirst(".*'%%", "%%").replaceFirst("'.*", "");
+            DateTimeFormatter dateTimeFormatter = DateTimeGroupBy.sqlDateFormatToSelectedDateTimeFormatter(sqlDateTimeFormat);
+            if(dateTimeFormatter == null)
+            {
+               throw (new QException("Unsupported sql dateTime format string [" + sqlDateTimeFormat + "] for MemoryRecordStore"));
+            }
+
+            String        valueAsString  = ValueUtils.getValueAsString(value);
+            Instant       valueAsInstant = ValueUtils.getValueAsInstant(valueAsString);
+            ZonedDateTime zonedDateTime  = valueAsInstant.atZone(ZoneId.systemDefault());
+            return (dateTimeFormatter.format(zonedDateTime));
+         }
+         else
+         {
+            throw (new QException("Unsupported group-by format string [" + formatString + "] for MemoryRecordStore"));
+         }
+      }
+      catch(QException qe)
+      {
+         throw (qe);
+      }
+      catch(Exception e)
+      {
+         throw (new QException("Error applying format string [" + formatString + "] to group by value [" + value + "]", e));
+      }
+   }
+
+
+
    /*******************************************************************************
     **
     *******************************************************************************/
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/modules/backend/implementations/memory/MemoryUpdateAction.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/modules/backend/implementations/memory/MemoryUpdateAction.java
index 543be5ef..1b8c47a3 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/modules/backend/implementations/memory/MemoryUpdateAction.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/modules/backend/implementations/memory/MemoryUpdateAction.java
@@ -22,13 +22,10 @@
 package com.kingsrook.qqq.backend.core.modules.backend.implementations.memory;
 
 
-import java.time.Instant;
 import com.kingsrook.qqq.backend.core.actions.interfaces.UpdateInterface;
 import com.kingsrook.qqq.backend.core.exceptions.QException;
 import com.kingsrook.qqq.backend.core.model.actions.tables.update.UpdateInput;
 import com.kingsrook.qqq.backend.core.model.actions.tables.update.UpdateOutput;
-import com.kingsrook.qqq.backend.core.model.data.QRecord;
-import com.kingsrook.qqq.backend.core.model.metadata.tables.QTableMetaData;
 
 
 /*******************************************************************************
@@ -45,17 +42,6 @@ public class MemoryUpdateAction extends AbstractMemoryAction implements UpdateIn
    {
       try
       {
-         QTableMetaData table = updateInput.getTable();
-         Instant        now   = Instant.now();
-
-         for(QRecord record : updateInput.getRecords())
-         {
-            ///////////////////////////////////////////
-            // todo .. better (not hard-coded names) //
-            ///////////////////////////////////////////
-            setValueIfTableHasField(record, table, "modifyDate", now, false);
-         }
-
          UpdateOutput updateOutput = new UpdateOutput();
          updateOutput.setRecords(MemoryRecordStore.getInstance().update(updateInput, true));
          return (updateOutput);
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/automation/HealBadRecordAutomationStatusesProcessStep.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/automation/HealBadRecordAutomationStatusesProcessStep.java
new file mode 100644
index 00000000..59a46c69
--- /dev/null
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/automation/HealBadRecordAutomationStatusesProcessStep.java
@@ -0,0 +1,314 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.processes.implementations.automation;
+
+
+import java.time.temporal.ChronoUnit;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.Objects;
+import java.util.function.Function;
+import com.kingsrook.qqq.backend.core.actions.automation.AutomationStatus;
+import com.kingsrook.qqq.backend.core.actions.processes.BackendStep;
+import com.kingsrook.qqq.backend.core.actions.tables.QueryAction;
+import com.kingsrook.qqq.backend.core.actions.tables.UpdateAction;
+import com.kingsrook.qqq.backend.core.context.QContext;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.logging.QLogger;
+import com.kingsrook.qqq.backend.core.model.MetaDataProducerInterface;
+import com.kingsrook.qqq.backend.core.model.actions.processes.RunBackendStepInput;
+import com.kingsrook.qqq.backend.core.model.actions.processes.RunBackendStepOutput;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QCriteriaOperator;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QFilterCriteria;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QQueryFilter;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QueryInput;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QueryOutput;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.expressions.NowWithOffset;
+import com.kingsrook.qqq.backend.core.model.actions.tables.update.UpdateInput;
+import com.kingsrook.qqq.backend.core.model.data.QRecord;
+import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
+import com.kingsrook.qqq.backend.core.model.metadata.code.QCodeReference;
+import com.kingsrook.qqq.backend.core.model.metadata.dashboard.nocode.HtmlWrapper;
+import com.kingsrook.qqq.backend.core.model.metadata.dashboard.nocode.WidgetHtmlLine;
+import com.kingsrook.qqq.backend.core.model.metadata.fields.DisplayFormat;
+import com.kingsrook.qqq.backend.core.model.metadata.fields.DynamicDefaultValueBehavior;
+import com.kingsrook.qqq.backend.core.model.metadata.fields.QFieldMetaData;
+import com.kingsrook.qqq.backend.core.model.metadata.fields.QFieldType;
+import com.kingsrook.qqq.backend.core.model.metadata.processes.NoCodeWidgetFrontendComponentMetaData;
+import com.kingsrook.qqq.backend.core.model.metadata.processes.QBackendStepMetaData;
+import com.kingsrook.qqq.backend.core.model.metadata.processes.QComponentType;
+import com.kingsrook.qqq.backend.core.model.metadata.processes.QFrontendComponentMetaData;
+import com.kingsrook.qqq.backend.core.model.metadata.processes.QFrontendStepMetaData;
+import com.kingsrook.qqq.backend.core.model.metadata.processes.QProcessMetaData;
+import com.kingsrook.qqq.backend.core.model.metadata.tables.QTableMetaData;
+import com.kingsrook.qqq.backend.core.model.metadata.tables.TablesPossibleValueSourceMetaDataProvider;
+import com.kingsrook.qqq.backend.core.utils.CollectionUtils;
+import com.kingsrook.qqq.backend.core.utils.ExceptionUtils;
+import com.kingsrook.qqq.backend.core.utils.StringUtils;
+import com.kingsrook.qqq.backend.core.utils.collections.MultiLevelMapHelper;
+import static com.kingsrook.qqq.backend.core.logging.LogUtils.logPair;
+
+
+/*******************************************************************************
+ ** Process to find records with a bad automation status, and repair them.
+ **
+ ** Bad status are defined as:
+ ** - failed insert or updates.
+ ** - running insert or updates for more than X minutes (see input field value).
+ **
+ ** Repair in this case means resetting their status to the corresponding (e.g.,
+ ** insert/update) pending status.
+ **
+ *******************************************************************************/
+public class HealBadRecordAutomationStatusesProcessStep implements BackendStep, MetaDataProducerInterface<QProcessMetaData>
+{
+   public static final String NAME = "HealBadRecordAutomationStatusesProcess";
+
+   private static final QLogger LOG = QLogger.getLogger(HealBadRecordAutomationStatusesProcessStep.class);
+
+   private static final Map<Integer, Integer> statusUpdateMap = Map.of(
+      AutomationStatus.FAILED_INSERT_AUTOMATIONS.getId(), AutomationStatus.PENDING_INSERT_AUTOMATIONS.getId(),
+      AutomationStatus.RUNNING_INSERT_AUTOMATIONS.getId(), AutomationStatus.PENDING_INSERT_AUTOMATIONS.getId(),
+      AutomationStatus.FAILED_UPDATE_AUTOMATIONS.getId(), AutomationStatus.PENDING_UPDATE_AUTOMATIONS.getId(),
+      AutomationStatus.RUNNING_UPDATE_AUTOMATIONS.getId(), AutomationStatus.PENDING_UPDATE_AUTOMATIONS.getId()
+   );
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Override
+   public QProcessMetaData produce(QInstance qInstance) throws QException
+   {
+      Function<String, QFrontendStepMetaData> makeReviewOrResultStep = (String name) -> new QFrontendStepMetaData()
+         .withName(name)
+         .withComponent(new NoCodeWidgetFrontendComponentMetaData()
+            .withOutput(new WidgetHtmlLine()
+               .withCondition(new QFilterCriteria("warningCount", QCriteriaOperator.GREATER_THAN, 0))
+               .withWrapper(HtmlWrapper.divWithStyles(HtmlWrapper.STYLE_YELLOW))
+               .withVelocityTemplate("<b>Warning:</b>"))
+            .withOutput(new WidgetHtmlLine()
+               .withCondition(new QFilterCriteria("warningCount", QCriteriaOperator.GREATER_THAN, 0))
+               .withWrapper(HtmlWrapper.divWithStyles(HtmlWrapper.STYLE_INDENT_1))
+               .withWrapper(HtmlWrapper.divWithStyles(HtmlWrapper.STYLE_YELLOW))
+               .withVelocityTemplate("""
+                  <ul>
+                     #foreach($string in $warnings)
+                        <li>$string</li>
+                     #end
+                  </ul>
+                  """)))
+         .withComponent(new QFrontendComponentMetaData().withType(QComponentType.VIEW_FORM))
+         .withViewField(new QFieldMetaData("review".equals(name) ? "totalRecordsToUpdate" : "totalRecordsUpdated", QFieldType.INTEGER) /* todo - didn't display commas... .withDisplayFormat(DisplayFormat.COMMAS) */)
+         .withComponent(new QFrontendComponentMetaData().withType(QComponentType.RECORD_LIST))
+         .withRecordListField(new QFieldMetaData("tableName", QFieldType.STRING))
+         .withRecordListField(new QFieldMetaData("badStatus", QFieldType.STRING))
+         .withRecordListField(new QFieldMetaData("count", QFieldType.INTEGER).withDisplayFormat(DisplayFormat.COMMAS) /* todo - didn't display commas... */);
+
+      QProcessMetaData processMetaData = new QProcessMetaData()
+         .withName(NAME)
+         .withStepList(List.of(
+            new QFrontendStepMetaData()
+               .withName("input")
+               .withComponent(new QFrontendComponentMetaData().withType(QComponentType.EDIT_FORM))
+               .withFormField(new QFieldMetaData("tableName", QFieldType.STRING).withPossibleValueSourceName(TablesPossibleValueSourceMetaDataProvider.NAME))
+               .withFormField(new QFieldMetaData("minutesOldLimit", QFieldType.INTEGER).withDefaultValue(60)),
+            new QBackendStepMetaData()
+               .withName("preview")
+               .withCode(new QCodeReference(getClass())),
+            makeReviewOrResultStep.apply("review"),
+            new QBackendStepMetaData()
+               .withName("run")
+               .withCode(new QCodeReference(getClass())),
+            makeReviewOrResultStep.apply("result")
+         ));
+
+      return (processMetaData);
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Override
+   public void run(RunBackendStepInput runBackendStepInput, RunBackendStepOutput runBackendStepOutput) throws QException
+   {
+      int recordsUpdated = 0;
+      boolean isReview = "preview".equals(runBackendStepInput.getStepName());
+
+      ////////////////////////////////////////////////////////////////////////
+      // if a table name is given, validate it, and run for just that table //
+      ////////////////////////////////////////////////////////////////////////
+      String            tableName = runBackendStepInput.getValueString("tableName");
+      ArrayList<String> warnings  = new ArrayList<>();
+      if(StringUtils.hasContent(tableName))
+      {
+         if(!QContext.getQInstance().getTables().containsKey(tableName))
+         {
+            throw (new QException("Unrecognized table name: " + tableName));
+         }
+
+         recordsUpdated += processTable(isReview, tableName, runBackendStepInput, runBackendStepOutput, warnings);
+      }
+      else
+      {
+         //////////////////////////////////////////////////////////////////////////
+         // else, try to run for all tables that have an automation status field //
+         //////////////////////////////////////////////////////////////////////////
+         for(QTableMetaData table : QContext.getQInstance().getTables().values())
+         {
+            recordsUpdated += processTable(isReview, table.getName(), runBackendStepInput, runBackendStepOutput, warnings);
+         }
+      }
+
+      runBackendStepOutput.addValue("totalRecordsUpdated", recordsUpdated);
+      runBackendStepOutput.addValue("totalRecordsToUpdate", recordsUpdated);
+      runBackendStepOutput.addValue("warnings", warnings);
+      runBackendStepOutput.addValue("warningCount", warnings.size());
+
+      if(CollectionUtils.nullSafeIsEmpty(runBackendStepOutput.getRecords()))
+      {
+         runBackendStepOutput.addRecord(new QRecord()
+            .withValue("tableName", "--")
+            .withValue("badStatus", "--")
+            .withValue("count", "0"));
+      }
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   private int processTable(boolean isReview, String tableName, RunBackendStepInput runBackendStepInput, RunBackendStepOutput runBackendStepOutput, List<String> warnings)
+   {
+      try
+      {
+         Integer        minutesOldLimit = Objects.requireNonNullElse(runBackendStepInput.getValueInteger("minutesOldLimit"), 60);
+         QTableMetaData table           = QContext.getQInstance().getTable(tableName);
+
+         //////////////////////////////////////////////////////////////////////////
+         // only process tables w/ automation details w/ a status tracking field //
+         //////////////////////////////////////////////////////////////////////////
+         if(table != null && table.getAutomationDetails() != null && table.getAutomationDetails().getStatusTracking() != null && StringUtils.hasContent(table.getAutomationDetails().getStatusTracking().getFieldName()))
+         {
+            String automationStatusFieldName = table.getAutomationDetails().getStatusTracking().getFieldName();
+
+            /////////////////////////////////////////////
+            // find the modify-date field on the table //
+            /////////////////////////////////////////////
+            String modifyDateFieldName = null;
+            String createDateFieldName = null;
+            for(QFieldMetaData field : table.getFields().values())
+            {
+               if(DynamicDefaultValueBehavior.MODIFY_DATE.equals(field.getBehaviorOnlyIfSet(DynamicDefaultValueBehavior.class)))
+               {
+                  modifyDateFieldName = field.getName();
+               }
+               if(DynamicDefaultValueBehavior.CREATE_DATE.equals(field.getBehaviorOnlyIfSet(DynamicDefaultValueBehavior.class)))
+               {
+                  createDateFieldName = field.getName();
+               }
+            }
+
+            //////////////////////////////////////////////////////////////////////////////////////////////////
+            // set up a filter to query for records either FAILED, or RUNNING w/ create/modify date too old //
+            //////////////////////////////////////////////////////////////////////////////////////////////////
+            QQueryFilter filter = new QQueryFilter().withBooleanOperator(QQueryFilter.BooleanOperator.OR);
+            filter.addSubFilter(new QQueryFilter().withCriteria(new QFilterCriteria(automationStatusFieldName, QCriteriaOperator.IN, AutomationStatus.FAILED_INSERT_AUTOMATIONS.getId(), AutomationStatus.FAILED_UPDATE_AUTOMATIONS.getId())));
+
+            if(modifyDateFieldName != null)
+            {
+               filter.addSubFilter(new QQueryFilter()
+                  .withCriteria(new QFilterCriteria(automationStatusFieldName, QCriteriaOperator.EQUALS, AutomationStatus.RUNNING_UPDATE_AUTOMATIONS.getId()))
+                  .withCriteria(new QFilterCriteria(modifyDateFieldName, QCriteriaOperator.LESS_THAN, NowWithOffset.minus(minutesOldLimit, ChronoUnit.MINUTES))));
+            }
+
+            if(createDateFieldName != null)
+            {
+               filter.addSubFilter(new QQueryFilter()
+                  .withCriteria(new QFilterCriteria(automationStatusFieldName, QCriteriaOperator.EQUALS, AutomationStatus.RUNNING_INSERT_AUTOMATIONS.getId()))
+                  .withCriteria(new QFilterCriteria(createDateFieldName, QCriteriaOperator.LESS_THAN, NowWithOffset.minus(minutesOldLimit, ChronoUnit.MINUTES))));
+            }
+
+            QueryInput queryInput = new QueryInput();
+            queryInput.setTableName(tableName);
+            queryInput.setFilter(filter);
+            QueryOutput queryOutput = new QueryAction().execute(queryInput);
+
+            //////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+            // foreach record found, add it to list of records to be updated - mapping status to appropriate pending status //
+            //////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+            List<QRecord>        recordsToUpdate = new ArrayList<>();
+            Map<String, Integer> countByStatus   = new HashMap<>();
+            for(QRecord record : queryOutput.getRecords())
+            {
+               Integer badAutomationStatusId = record.getValueInteger(automationStatusFieldName);
+               Integer updateStatus          = statusUpdateMap.get(badAutomationStatusId);
+               if(updateStatus != null)
+               {
+                  AutomationStatus badStatus = AutomationStatus.getById(badAutomationStatusId);
+                  if(badStatus != null)
+                  {
+                     MultiLevelMapHelper.getOrPutAndIncrement(countByStatus, badStatus.getLabel());
+                  }
+
+                  recordsToUpdate.add(new QRecord()
+                     .withValue(table.getPrimaryKeyField(), record.getValue(table.getPrimaryKeyField()))
+                     .withValue(automationStatusFieldName, updateStatus));
+               }
+            }
+
+            //////////////////////////////////////////////////////////////////////////////////////
+            // if there are record to update (and this isn't the review step), then update them //
+            //////////////////////////////////////////////////////////////////////////////////////
+            if(!recordsToUpdate.isEmpty() && !isReview)
+            {
+               LOG.info("Healing bad record automation statuses", logPair("tableName", tableName), logPair("count", recordsToUpdate.size()));
+               new UpdateAction().execute(new UpdateInput(tableName).withRecords(recordsToUpdate).withOmitTriggeringAutomations(true));
+            }
+
+            for(Map.Entry<String, Integer> entry : countByStatus.entrySet())
+            {
+               runBackendStepOutput.addRecord(new QRecord()
+                  .withValue("tableName", QContext.getQInstance().getTable(tableName).getLabel())
+                  .withValue("badStatus", entry.getKey())
+                  .withValue("count", entry.getValue()));
+            }
+
+            return (recordsToUpdate.size());
+         }
+      }
+      catch(Exception e)
+      {
+         warnings.add("Error processing table: " + tableName + ": " + ExceptionUtils.getTopAndBottomMessages(e));
+         LOG.warn("Error processing table for bad automation statuses", e, logPair("tableName, name"));
+      }
+
+      return 0;
+   }
+
+}
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/automation/RunTableAutomationsProcessStep.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/automation/RunTableAutomationsProcessStep.java
new file mode 100644
index 00000000..1c02a563
--- /dev/null
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/automation/RunTableAutomationsProcessStep.java
@@ -0,0 +1,149 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.processes.implementations.automation;
+
+
+import java.util.List;
+import java.util.Map;
+import com.kingsrook.qqq.backend.core.actions.automation.polling.PollingAutomationPerTableRunner;
+import com.kingsrook.qqq.backend.core.actions.processes.BackendStep;
+import com.kingsrook.qqq.backend.core.context.QContext;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.model.MetaDataProducerInterface;
+import com.kingsrook.qqq.backend.core.model.actions.processes.RunBackendStepInput;
+import com.kingsrook.qqq.backend.core.model.actions.processes.RunBackendStepOutput;
+import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
+import com.kingsrook.qqq.backend.core.model.metadata.automation.QAutomationProviderMetaData;
+import com.kingsrook.qqq.backend.core.model.metadata.code.QCodeReference;
+import com.kingsrook.qqq.backend.core.model.metadata.fields.QFieldMetaData;
+import com.kingsrook.qqq.backend.core.model.metadata.fields.QFieldType;
+import com.kingsrook.qqq.backend.core.model.metadata.processes.QBackendStepMetaData;
+import com.kingsrook.qqq.backend.core.model.metadata.processes.QComponentType;
+import com.kingsrook.qqq.backend.core.model.metadata.processes.QFrontendComponentMetaData;
+import com.kingsrook.qqq.backend.core.model.metadata.processes.QFrontendStepMetaData;
+import com.kingsrook.qqq.backend.core.model.metadata.processes.QProcessMetaData;
+import com.kingsrook.qqq.backend.core.model.metadata.tables.TablesPossibleValueSourceMetaDataProvider;
+import com.kingsrook.qqq.backend.core.utils.CollectionUtils;
+import com.kingsrook.qqq.backend.core.utils.StringUtils;
+
+
+/*******************************************************************************
+ ** Process to manually run table automations, for a table.
+ **
+ ** Useful, maybe, for an e2e test.  Or, if you don't want jobs to be running,
+ ** but want to run automations by-hand, for some reason.
+ **
+ ** In the future, this class could take a param to only do inserts or updates.
+ **
+ ** Also, right now, only records that are Pending automations will be run -
+ ** again, that could be changed, presumably (take a list of records, always run, etc...)
+ *******************************************************************************/
+public class RunTableAutomationsProcessStep implements BackendStep, MetaDataProducerInterface<QProcessMetaData>
+{
+   public static final String NAME = "RunTableAutomationsProcess";
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Override
+   public QProcessMetaData produce(QInstance qInstance) throws QException
+   {
+      QProcessMetaData processMetaData = new QProcessMetaData()
+         .withName(NAME)
+         .withStepList(List.of(
+            new QFrontendStepMetaData()
+               .withName("input")
+               .withComponent(new QFrontendComponentMetaData().withType(QComponentType.EDIT_FORM))
+               .withFormField(new QFieldMetaData("tableName", QFieldType.STRING).withIsRequired(true).withPossibleValueSourceName(TablesPossibleValueSourceMetaDataProvider.NAME))
+               .withFormField(new QFieldMetaData("automationProviderName", QFieldType.STRING)),
+            new QBackendStepMetaData()
+               .withName("run")
+               .withCode(new QCodeReference(getClass())),
+            new QFrontendStepMetaData()
+               .withName("output")
+               .withComponent(new QFrontendComponentMetaData().withType(QComponentType.VIEW_FORM))
+               .withViewField(new QFieldMetaData("ok", QFieldType.STRING))
+         ));
+
+      return (processMetaData);
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Override
+   public void run(RunBackendStepInput runBackendStepInput, RunBackendStepOutput runBackendStepOutput) throws QException
+   {
+      QInstance qInstance = QContext.getQInstance();
+
+      ////////////////////////////////////////////////////////////////////
+      // get tableName param (since this process is not table-specific) //
+      ////////////////////////////////////////////////////////////////////
+      String tableName = runBackendStepInput.getValueString("tableName");
+      if(!StringUtils.hasContent(tableName))
+      {
+         throw (new QException("Missing required input value: tableName"));
+      }
+
+      if(!QContext.getQInstance().getTables().containsKey(tableName))
+      {
+         throw (new QException("Unrecognized table name: " + tableName));
+      }
+
+      ////////////////////////////////////////////////////////////////////////////////////////////////
+      // get the automation provider name to use - either as the only-one-in-instance, or via param //
+      ////////////////////////////////////////////////////////////////////////////////////////////////
+      String automationProviderName = runBackendStepInput.getValueString("automationProviderName");
+      if(!StringUtils.hasContent(automationProviderName))
+      {
+         Map<String, QAutomationProviderMetaData> automationProviders = CollectionUtils.nonNullMap(qInstance.getAutomationProviders());
+         if(automationProviders.size() == 1)
+         {
+            automationProviderName = automationProviders.keySet().iterator().next();
+         }
+         else
+         {
+            throw (new QException("Missing required input value: automationProviderName (and there is not exactly 1 in the active instance)"));
+         }
+      }
+
+      /////////////////////////////////////////////
+      // run automations for the requested table //
+      /////////////////////////////////////////////
+      List<PollingAutomationPerTableRunner.TableActionsInterface> tableActions = PollingAutomationPerTableRunner.getTableActions(qInstance, automationProviderName);
+      for(PollingAutomationPerTableRunner.TableActionsInterface tableAction : tableActions)
+      {
+         if(tableName.equals(tableAction.tableName()))
+         {
+            PollingAutomationPerTableRunner pollingAutomationPerTableRunner = new PollingAutomationPerTableRunner(qInstance, automationProviderName, () -> QContext.getQSession(), tableAction);
+            pollingAutomationPerTableRunner.processTableInsertOrUpdate(qInstance.getTable(tableAction.tableName()), tableAction.status());
+         }
+      }
+
+      runBackendStepOutput.addValue("ok", "true");
+   }
+
+}
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/basepull/BasepullConfiguration.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/basepull/BasepullConfiguration.java
index e207258d..bac46b28 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/basepull/BasepullConfiguration.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/basepull/BasepullConfiguration.java
@@ -40,6 +40,9 @@ public class BasepullConfiguration implements Serializable
 
    private String timestampField; // the name of the field in the table being queried against the last-run timestamp.
 
+   private Integer secondsToSubtractFromLastRunTimeForTimestampQuery; // option to adjust the query's start-time (based on last run time) by a number of seconds.
+   private Integer secondsToSubtractFromThisRunTimeForTimestampQuery; // option to adjust the query's end-time (based on this run time) by a number of seconds.
+
 
 
    /*******************************************************************************
@@ -244,4 +247,66 @@ public class BasepullConfiguration implements Serializable
       return (this);
    }
 
+
+
+   /*******************************************************************************
+    ** Getter for secondsToSubtractFromLastRunTimeForTimestampQuery
+    *******************************************************************************/
+   public Integer getSecondsToSubtractFromLastRunTimeForTimestampQuery()
+   {
+      return (this.secondsToSubtractFromLastRunTimeForTimestampQuery);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for secondsToSubtractFromLastRunTimeForTimestampQuery
+    *******************************************************************************/
+   public void setSecondsToSubtractFromLastRunTimeForTimestampQuery(Integer secondsToSubtractFromLastRunTimeForTimestampQuery)
+   {
+      this.secondsToSubtractFromLastRunTimeForTimestampQuery = secondsToSubtractFromLastRunTimeForTimestampQuery;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for secondsToSubtractFromLastRunTimeForTimestampQuery
+    *******************************************************************************/
+   public BasepullConfiguration withSecondsToSubtractFromLastRunTimeForTimestampQuery(Integer secondsToSubtractFromLastRunTimeForTimestampQuery)
+   {
+      this.secondsToSubtractFromLastRunTimeForTimestampQuery = secondsToSubtractFromLastRunTimeForTimestampQuery;
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for secondsToSubtractFromThisRunTimeForTimestampQuery
+    *******************************************************************************/
+   public Integer getSecondsToSubtractFromThisRunTimeForTimestampQuery()
+   {
+      return (this.secondsToSubtractFromThisRunTimeForTimestampQuery);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for secondsToSubtractFromThisRunTimeForTimestampQuery
+    *******************************************************************************/
+   public void setSecondsToSubtractFromThisRunTimeForTimestampQuery(Integer secondsToSubtractFromThisRunTimeForTimestampQuery)
+   {
+      this.secondsToSubtractFromThisRunTimeForTimestampQuery = secondsToSubtractFromThisRunTimeForTimestampQuery;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for secondsToSubtractFromThisRunTimeForTimestampQuery
+    *******************************************************************************/
+   public BasepullConfiguration withSecondsToSubtractFromThisRunTimeForTimestampQuery(Integer secondsToSubtractFromThisRunTimeForTimestampQuery)
+   {
+      this.secondsToSubtractFromThisRunTimeForTimestampQuery = secondsToSubtractFromThisRunTimeForTimestampQuery;
+      return (this);
+   }
+
 }
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/basepull/ExtractViaBasepullQueryStep.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/basepull/ExtractViaBasepullQueryStep.java
index 266df3fe..1bc357ea 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/basepull/ExtractViaBasepullQueryStep.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/basepull/ExtractViaBasepullQueryStep.java
@@ -22,6 +22,8 @@
 package com.kingsrook.qqq.backend.core.processes.implementations.basepull;
 
 
+import java.io.Serializable;
+import java.time.Instant;
 import java.util.List;
 import com.kingsrook.qqq.backend.core.actions.processes.RunProcessAction;
 import com.kingsrook.qqq.backend.core.exceptions.QException;
@@ -122,7 +124,21 @@ public class ExtractViaBasepullQueryStep extends ExtractViaQueryStep
     *******************************************************************************/
    protected String getLastRunTimeString(RunBackendStepInput runBackendStepInput) throws QException
    {
-      return (runBackendStepInput.getBasepullLastRunTime().toString());
+      Instant lastRunTime = runBackendStepInput.getBasepullLastRunTime();
+
+      //////////////////////////////////////////////////////////////////////////////////////////////
+      // allow the timestamps to be adjusted by the specified number of seconds.                  //
+      // normally this would be a positive value, to move to an earlier time - but it could also  //
+      // be a negative value, if you wanted (for some reason) to move forward in time             //
+      // this is useful to provide overlapping windows of time, in case records are being missed. //
+      //////////////////////////////////////////////////////////////////////////////////////////////
+      Serializable basepullConfigurationValue = runBackendStepInput.getValue(RunProcessAction.BASEPULL_CONFIGURATION);
+      if(basepullConfigurationValue instanceof BasepullConfiguration basepullConfiguration && basepullConfiguration.getSecondsToSubtractFromLastRunTimeForTimestampQuery() != null)
+      {
+         lastRunTime = lastRunTime.minusSeconds(basepullConfiguration.getSecondsToSubtractFromLastRunTimeForTimestampQuery());
+      }
+
+      return (lastRunTime.toString());
    }
 
 
@@ -132,6 +148,14 @@ public class ExtractViaBasepullQueryStep extends ExtractViaQueryStep
     *******************************************************************************/
    protected String getThisRunTimeString(RunBackendStepInput runBackendStepInput) throws QException
    {
-      return (runBackendStepInput.getValueInstant(RunProcessAction.BASEPULL_THIS_RUNTIME_KEY).toString());
+      Instant thisRunTime = runBackendStepInput.getValueInstant(RunProcessAction.BASEPULL_THIS_RUNTIME_KEY);
+
+      Serializable basepullConfigurationValue = runBackendStepInput.getValue(RunProcessAction.BASEPULL_CONFIGURATION);
+      if(basepullConfigurationValue instanceof BasepullConfiguration basepullConfiguration && basepullConfiguration.getSecondsToSubtractFromThisRunTimeForTimestampQuery() != null)
+      {
+         thisRunTime = thisRunTime.minusSeconds(basepullConfiguration.getSecondsToSubtractFromThisRunTimeForTimestampQuery());
+      }
+
+      return (thisRunTime.toString());
    }
 }
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/columnstats/ColumnStatsStep.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/columnstats/ColumnStatsStep.java
index bfeb47f4..39dbd7f1 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/columnstats/ColumnStatsStep.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/columnstats/ColumnStatsStep.java
@@ -25,6 +25,8 @@ package com.kingsrook.qqq.backend.core.processes.implementations.columnstats;
 import java.io.Serializable;
 import java.math.BigDecimal;
 import java.math.RoundingMode;
+import java.time.Instant;
+import java.time.ZoneId;
 import java.util.ArrayList;
 import java.util.Collections;
 import java.util.Comparator;
@@ -173,11 +175,10 @@ public class ColumnStatsStep implements BackendStep
          Aggregate aggregate = new Aggregate(table.getPrimaryKeyField(), AggregateOperator.COUNT).withFieldType(QFieldType.DECIMAL);
          GroupBy   groupBy   = new GroupBy(field.getType(), fieldName);
 
-         // todo - something here about "by-date, not time"
+         // todo - something here about an input param to specify how you want dates & date-times grouped
          if(field.getType().equals(QFieldType.DATE_TIME))
          {
-            // groupBy = new GroupBy(field.getType(), fieldName, "DATE(%s)");
-            String sqlExpression = DateTimeGroupBy.HOUR.getSqlExpression();
+            String sqlExpression = DateTimeGroupBy.HOUR.getSqlExpression(ZoneId.systemDefault());
             groupBy = new GroupBy(QFieldType.STRING, fieldName, sqlExpression);
          }
 
@@ -230,6 +231,12 @@ public class ColumnStatsStep implements BackendStep
          for(AggregateResult result : aggregateOutput.getResults())
          {
             Serializable value = result.getGroupByValue(groupBy);
+
+            if(field.getType().equals(QFieldType.DATE_TIME) && value != null)
+            {
+               value = Instant.parse(value + ":00:00Z");
+            }
+
             Integer      count = ValueUtils.getValueAsInteger(result.getAggregateValue(aggregate));
             valueCounts.add(new QRecord().withValue(fieldName, value).withValue("count", count));
          }
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/etl/streamed/StreamedETLBackendStep.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/etl/streamed/StreamedETLBackendStep.java
index 2bc93358..a8e05ebd 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/etl/streamed/StreamedETLBackendStep.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/etl/streamed/StreamedETLBackendStep.java
@@ -27,7 +27,6 @@ import com.kingsrook.qqq.backend.core.actions.QBackendTransaction;
 import com.kingsrook.qqq.backend.core.actions.async.AsyncRecordPipeLoop;
 import com.kingsrook.qqq.backend.core.actions.processes.BackendStep;
 import com.kingsrook.qqq.backend.core.actions.reporting.RecordPipe;
-import com.kingsrook.qqq.backend.core.actions.tables.InsertAction;
 import com.kingsrook.qqq.backend.core.exceptions.QException;
 import com.kingsrook.qqq.backend.core.logging.QLogger;
 import com.kingsrook.qqq.backend.core.model.actions.processes.RunBackendStepInput;
@@ -116,7 +115,7 @@ public class StreamedETLBackendStep implements BackendStep
 
       insertInput.setTableName(runBackendStepInput.getValueString(BasicETLProcess.FIELD_DESTINATION_TABLE));
 
-      return new InsertAction().openTransaction(insertInput);
+      return QBackendTransaction.openFor(insertInput);
    }
 
 
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/etl/streamedwithfrontend/AbstractLoadStep.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/etl/streamedwithfrontend/AbstractLoadStep.java
index 835e79d7..483d39d1 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/etl/streamedwithfrontend/AbstractLoadStep.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/etl/streamedwithfrontend/AbstractLoadStep.java
@@ -24,7 +24,6 @@ package com.kingsrook.qqq.backend.core.processes.implementations.etl.streamedwit
 
 import java.util.Optional;
 import com.kingsrook.qqq.backend.core.actions.QBackendTransaction;
-import com.kingsrook.qqq.backend.core.actions.processes.BackendStep;
 import com.kingsrook.qqq.backend.core.exceptions.QException;
 import com.kingsrook.qqq.backend.core.model.actions.processes.RunBackendStepInput;
 import com.kingsrook.qqq.backend.core.model.actions.processes.RunBackendStepOutput;
@@ -38,11 +37,11 @@ import com.kingsrook.qqq.backend.core.model.session.QSession;
  ** should be written to the output object's Records, noting that when running
  ** as a streamed-ETL process, those input & output objects will be instances of
  ** the StreamedBackendStep{Input,Output} classes, that will be associated with
- ** a page of records flowing thorugh a pipe.
+ ** a page of records flowing through a pipe.
  **
  ** Also - use the transaction member variable!!!
  *******************************************************************************/
-public abstract class AbstractLoadStep implements BackendStep
+public abstract class AbstractLoadStep
 {
    private   Optional<QBackendTransaction> transaction = Optional.empty();
    protected QSession                      session;
@@ -51,6 +50,25 @@ public abstract class AbstractLoadStep implements BackendStep
 
 
 
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Deprecated
+   public void run(RunBackendStepInput runBackendStepInput, RunBackendStepOutput runBackendStepOutput) throws QException
+   {
+      runOnePage(runBackendStepInput, runBackendStepOutput);
+   }
+
+
+   /*******************************************************************************
+    ** todo - make abstract when run is deleted.
+    *******************************************************************************/
+   public void runOnePage(RunBackendStepInput runBackendStepInput, RunBackendStepOutput runBackendStepOutput) throws QException
+   {
+
+   }
+
+
    /*******************************************************************************
     ** Allow subclasses to do an action before the run is complete - before any
     ** pages of records are passed in.
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/etl/streamedwithfrontend/AbstractTransformStep.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/etl/streamedwithfrontend/AbstractTransformStep.java
index 187ae972..f81cf726 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/etl/streamedwithfrontend/AbstractTransformStep.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/etl/streamedwithfrontend/AbstractTransformStep.java
@@ -24,7 +24,6 @@ package com.kingsrook.qqq.backend.core.processes.implementations.etl.streamedwit
 
 import java.util.Optional;
 import com.kingsrook.qqq.backend.core.actions.QBackendTransaction;
-import com.kingsrook.qqq.backend.core.actions.processes.BackendStep;
 import com.kingsrook.qqq.backend.core.exceptions.QException;
 import com.kingsrook.qqq.backend.core.model.actions.processes.RunBackendStepInput;
 import com.kingsrook.qqq.backend.core.model.actions.processes.RunBackendStepOutput;
@@ -40,12 +39,33 @@ import com.kingsrook.qqq.backend.core.model.actions.processes.RunBackendStepOutp
  ** a page of records flowing through a pipe.
  **
  *******************************************************************************/
-public abstract class AbstractTransformStep implements BackendStep, ProcessSummaryProviderInterface
+public abstract class AbstractTransformStep implements ProcessSummaryProviderInterface
 {
    private Optional<QBackendTransaction> transaction = Optional.empty();
 
 
 
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Deprecated
+   public void run(RunBackendStepInput runBackendStepInput, RunBackendStepOutput runBackendStepOutput) throws QException
+   {
+      runOnePage(runBackendStepInput, runBackendStepOutput);
+   }
+
+
+
+   /*******************************************************************************
+    ** todo - make abstract when run is deleted.
+    *******************************************************************************/
+   public void runOnePage(RunBackendStepInput runBackendStepInput, RunBackendStepOutput runBackendStepOutput) throws QException
+   {
+
+   }
+
+
+
    /*******************************************************************************
     ** Allow subclasses to do an action before the run is complete - before any
     ** pages of records are passed in.
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/etl/streamedwithfrontend/BaseStreamedETLStep.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/etl/streamedwithfrontend/BaseStreamedETLStep.java
index ec764ce7..51dd30fe 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/etl/streamedwithfrontend/BaseStreamedETLStep.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/etl/streamedwithfrontend/BaseStreamedETLStep.java
@@ -63,7 +63,7 @@ public class BaseStreamedETLStep
    protected AbstractTransformStep getTransformStep(RunBackendStepInput runBackendStepInput)
    {
       QCodeReference codeReference = (QCodeReference) runBackendStepInput.getValue(StreamedETLWithFrontendProcess.FIELD_TRANSFORM_CODE);
-      return (QCodeLoader.getBackendStep(AbstractTransformStep.class, codeReference));
+      return (QCodeLoader.getAdHoc(AbstractTransformStep.class, codeReference));
    }
 
 
@@ -74,7 +74,7 @@ public class BaseStreamedETLStep
    protected AbstractLoadStep getLoadStep(RunBackendStepInput runBackendStepInput)
    {
       QCodeReference codeReference = (QCodeReference) runBackendStepInput.getValue(StreamedETLWithFrontendProcess.FIELD_LOAD_CODE);
-      return (QCodeLoader.getBackendStep(AbstractLoadStep.class, codeReference));
+      return (QCodeLoader.getAdHoc(AbstractLoadStep.class, codeReference));
    }
 
 
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/etl/streamedwithfrontend/LoadViaDeleteStep.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/etl/streamedwithfrontend/LoadViaDeleteStep.java
index 66589432..0cee40ac 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/etl/streamedwithfrontend/LoadViaDeleteStep.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/etl/streamedwithfrontend/LoadViaDeleteStep.java
@@ -26,7 +26,6 @@ import java.util.Optional;
 import java.util.stream.Collectors;
 import com.kingsrook.qqq.backend.core.actions.QBackendTransaction;
 import com.kingsrook.qqq.backend.core.actions.tables.DeleteAction;
-import com.kingsrook.qqq.backend.core.actions.tables.InsertAction;
 import com.kingsrook.qqq.backend.core.exceptions.QException;
 import com.kingsrook.qqq.backend.core.model.actions.processes.RunBackendStepInput;
 import com.kingsrook.qqq.backend.core.model.actions.processes.RunBackendStepOutput;
@@ -34,7 +33,6 @@ import com.kingsrook.qqq.backend.core.model.actions.tables.InputSource;
 import com.kingsrook.qqq.backend.core.model.actions.tables.QInputSource;
 import com.kingsrook.qqq.backend.core.model.actions.tables.delete.DeleteInput;
 import com.kingsrook.qqq.backend.core.model.actions.tables.delete.DeleteOutput;
-import com.kingsrook.qqq.backend.core.model.actions.tables.insert.InsertInput;
 import com.kingsrook.qqq.backend.core.model.metadata.tables.QTableMetaData;
 
 
@@ -87,9 +85,8 @@ public class LoadViaDeleteStep extends AbstractLoadStep
    @Override
    public Optional<QBackendTransaction> openTransaction(RunBackendStepInput runBackendStepInput) throws QException
    {
-      InsertInput insertInput = new InsertInput();
-      insertInput.setTableName(runBackendStepInput.getValueString(FIELD_DESTINATION_TABLE));
-
-      return (Optional.of(new InsertAction().openTransaction(insertInput)));
+      DeleteInput deleteInput = new DeleteInput();
+      deleteInput.setTableName(runBackendStepInput.getValueString(FIELD_DESTINATION_TABLE));
+      return (Optional.of(QBackendTransaction.openFor(deleteInput)));
    }
 }
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/etl/streamedwithfrontend/LoadViaInsertOrUpdateStep.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/etl/streamedwithfrontend/LoadViaInsertOrUpdateStep.java
index 0263fe5a..f9f87750 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/etl/streamedwithfrontend/LoadViaInsertOrUpdateStep.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/etl/streamedwithfrontend/LoadViaInsertOrUpdateStep.java
@@ -129,8 +129,7 @@ public class LoadViaInsertOrUpdateStep extends AbstractLoadStep
    {
       InsertInput insertInput = new InsertInput();
       insertInput.setTableName(runBackendStepInput.getValueString(FIELD_DESTINATION_TABLE));
-
-      return (Optional.of(new InsertAction().openTransaction(insertInput)));
+      return (Optional.of(QBackendTransaction.openFor(insertInput)));
    }
 
 
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/etl/streamedwithfrontend/LoadViaInsertStep.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/etl/streamedwithfrontend/LoadViaInsertStep.java
index a5f9718b..b2fad610 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/etl/streamedwithfrontend/LoadViaInsertStep.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/etl/streamedwithfrontend/LoadViaInsertStep.java
@@ -88,7 +88,6 @@ public class LoadViaInsertStep extends AbstractLoadStep
    {
       InsertInput insertInput = new InsertInput();
       insertInput.setTableName(runBackendStepInput.getValueString(FIELD_DESTINATION_TABLE));
-
-      return (Optional.of(new InsertAction().openTransaction(insertInput)));
+      return (Optional.of(QBackendTransaction.openFor(insertInput)));
    }
 }
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/etl/streamedwithfrontend/LoadViaUpdateStep.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/etl/streamedwithfrontend/LoadViaUpdateStep.java
index 2f1755ec..9a9364a9 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/etl/streamedwithfrontend/LoadViaUpdateStep.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/etl/streamedwithfrontend/LoadViaUpdateStep.java
@@ -24,16 +24,15 @@ package com.kingsrook.qqq.backend.core.processes.implementations.etl.streamedwit
 
 import java.util.Optional;
 import com.kingsrook.qqq.backend.core.actions.QBackendTransaction;
-import com.kingsrook.qqq.backend.core.actions.tables.InsertAction;
 import com.kingsrook.qqq.backend.core.actions.tables.UpdateAction;
 import com.kingsrook.qqq.backend.core.exceptions.QException;
 import com.kingsrook.qqq.backend.core.model.actions.processes.RunBackendStepInput;
 import com.kingsrook.qqq.backend.core.model.actions.processes.RunBackendStepOutput;
 import com.kingsrook.qqq.backend.core.model.actions.tables.InputSource;
 import com.kingsrook.qqq.backend.core.model.actions.tables.QInputSource;
-import com.kingsrook.qqq.backend.core.model.actions.tables.insert.InsertInput;
 import com.kingsrook.qqq.backend.core.model.actions.tables.update.UpdateInput;
 import com.kingsrook.qqq.backend.core.model.actions.tables.update.UpdateOutput;
+import org.apache.commons.lang.BooleanUtils;
 
 
 /*******************************************************************************
@@ -42,7 +41,9 @@ import com.kingsrook.qqq.backend.core.model.actions.tables.update.UpdateOutput;
  *******************************************************************************/
 public class LoadViaUpdateStep extends AbstractLoadStep
 {
-   public static final String FIELD_DESTINATION_TABLE = "destinationTable";
+   public static final String FIELD_DESTINATION_TABLE               = "destinationTable";
+   public static final String DO_NOT_UPDATE_MODIFY_DATE_FIELD_NAME  = "doNotUpdateModifyDateFieldName";
+   public static final String DO_NOT_TRIGGER_AUTOMATIONS_FIELD_NAME = "doNotTriggerAutomationsFieldName";
 
 
 
@@ -69,6 +70,15 @@ public class LoadViaUpdateStep extends AbstractLoadStep
       updateInput.setRecords(runBackendStepInput.getRecords());
       getTransaction().ifPresent(updateInput::setTransaction);
       updateInput.setAsyncJobCallback(runBackendStepInput.getAsyncJobCallback());
+
+      //////////////////////////////////////////////////////////////////////////////////////////
+      // look for flags in the input to either not update modify dates or not run automations //
+      //////////////////////////////////////////////////////////////////////////////////////////
+      boolean doNotUpdateModifyDate   = BooleanUtils.isTrue(runBackendStepInput.getValueBoolean(LoadViaUpdateStep.DO_NOT_UPDATE_MODIFY_DATE_FIELD_NAME));
+      boolean doNotTriggerAutomations = BooleanUtils.isTrue(runBackendStepInput.getValueBoolean(LoadViaUpdateStep.DO_NOT_TRIGGER_AUTOMATIONS_FIELD_NAME));
+      updateInput.setOmitModifyDateUpdate(doNotUpdateModifyDate);
+      updateInput.setOmitTriggeringAutomations(doNotTriggerAutomations);
+
       UpdateOutput updateOutput = new UpdateAction().execute(updateInput);
       runBackendStepOutput.getRecords().addAll(updateOutput.getRecords());
    }
@@ -81,9 +91,8 @@ public class LoadViaUpdateStep extends AbstractLoadStep
    @Override
    public Optional<QBackendTransaction> openTransaction(RunBackendStepInput runBackendStepInput) throws QException
    {
-      InsertInput insertInput = new InsertInput();
-      insertInput.setTableName(runBackendStepInput.getValueString(FIELD_DESTINATION_TABLE));
-
-      return (Optional.of(new InsertAction().openTransaction(insertInput)));
+      UpdateInput updateInput = new UpdateInput();
+      updateInput.setTableName(runBackendStepInput.getValueString(FIELD_DESTINATION_TABLE));
+      return (Optional.of(QBackendTransaction.openFor(updateInput)));
    }
 }
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/etl/streamedwithfrontend/StreamedETLExecuteStep.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/etl/streamedwithfrontend/StreamedETLExecuteStep.java
index 3790ec07..4c3d75cd 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/etl/streamedwithfrontend/StreamedETLExecuteStep.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/etl/streamedwithfrontend/StreamedETLExecuteStep.java
@@ -83,23 +83,32 @@ public class StreamedETLExecuteStep extends BaseStreamedETLStep implements Backe
          // before it can put more records in.                                      //
          /////////////////////////////////////////////////////////////////////////////
          RecordPipe recordPipe;
-         Integer    overrideRecordPipeCapacity = loadStep.getOverrideRecordPipeCapacity(runBackendStepInput);
+         Integer    overrideRecordPipeCapacity = runBackendStepInput.getValueInteger("recordPipeCapacity");
          if(overrideRecordPipeCapacity != null)
          {
             recordPipe = new RecordPipe(overrideRecordPipeCapacity);
-            LOG.debug("per " + loadStep.getClass().getName() + ", we are overriding record pipe capacity to: " + overrideRecordPipeCapacity);
+            LOG.debug("per input value [recordPipeCapacity], we are overriding record pipe capacity to: " + overrideRecordPipeCapacity);
          }
          else
          {
-            overrideRecordPipeCapacity = transformStep.getOverrideRecordPipeCapacity(runBackendStepInput);
+            overrideRecordPipeCapacity = loadStep.getOverrideRecordPipeCapacity(runBackendStepInput);
             if(overrideRecordPipeCapacity != null)
             {
                recordPipe = new RecordPipe(overrideRecordPipeCapacity);
-               LOG.debug("per " + transformStep.getClass().getName() + ", we are overriding record pipe capacity to: " + overrideRecordPipeCapacity);
+               LOG.debug("per " + loadStep.getClass().getName() + ", we are overriding record pipe capacity to: " + overrideRecordPipeCapacity);
             }
             else
             {
-               recordPipe = new RecordPipe();
+               overrideRecordPipeCapacity = transformStep.getOverrideRecordPipeCapacity(runBackendStepInput);
+               if(overrideRecordPipeCapacity != null)
+               {
+                  recordPipe = new RecordPipe(overrideRecordPipeCapacity);
+                  LOG.debug("per " + transformStep.getClass().getName() + ", we are overriding record pipe capacity to: " + overrideRecordPipeCapacity);
+               }
+               else
+               {
+                  recordPipe = new RecordPipe();
+               }
             }
          }
 
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/etl/streamedwithfrontend/StreamedETLValidateStep.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/etl/streamedwithfrontend/StreamedETLValidateStep.java
index dd8d8022..12f584e2 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/etl/streamedwithfrontend/StreamedETLValidateStep.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/etl/streamedwithfrontend/StreamedETLValidateStep.java
@@ -81,13 +81,41 @@ public class StreamedETLValidateStep extends BaseStreamedETLStep implements Back
       // basically repeat the preview step, but with no limit //
       //////////////////////////////////////////////////////////
       runBackendStepInput.getAsyncJobCallback().updateStatus("Validating Records");
-      RecordPipe          recordPipe  = new RecordPipe();
+
       AbstractExtractStep extractStep = getExtractStep(runBackendStepInput);
+      AbstractTransformStep transformStep = getTransformStep(runBackendStepInput);
+
+      //////////////////////////////////////////////////////////////////////
+      // let the transform step override the capacity for the record pipe //
+      //////////////////////////////////////////////////////////////////////
+      RecordPipe recordPipe;
+      Integer    overrideRecordPipeCapacity = runBackendStepInput.getValueInteger("recordPipeCapacity");
+      if(overrideRecordPipeCapacity != null)
+      {
+         recordPipe = new RecordPipe(overrideRecordPipeCapacity);
+         LOG.debug("per input value [recordPipeCapacity], we are overriding record pipe capacity to: " + overrideRecordPipeCapacity);
+      }
+      else
+      {
+         overrideRecordPipeCapacity = transformStep.getOverrideRecordPipeCapacity(runBackendStepInput);
+         if(overrideRecordPipeCapacity != null)
+         {
+            recordPipe = new RecordPipe(overrideRecordPipeCapacity);
+            LOG.debug("per " + transformStep.getClass().getName() + ", we are overriding record pipe capacity to: " + overrideRecordPipeCapacity);
+         }
+         else
+         {
+            recordPipe = new RecordPipe();
+         }
+      }
+
+      /////////////////////////////
+      // set up the extract step //
+      /////////////////////////////
       extractStep.setLimit(null);
       extractStep.setRecordPipe(recordPipe);
       extractStep.preRun(runBackendStepInput, runBackendStepOutput);
 
-      AbstractTransformStep transformStep = getTransformStep(runBackendStepInput);
       transformStep.preRun(runBackendStepInput, runBackendStepOutput);
 
       List<QRecord> previewRecordList = new ArrayList<>();
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/etl/streamedwithfrontend/StreamedETLWithFrontendProcess.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/etl/streamedwithfrontend/StreamedETLWithFrontendProcess.java
index 06b19ff4..9c279017 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/etl/streamedwithfrontend/StreamedETLWithFrontendProcess.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/etl/streamedwithfrontend/StreamedETLWithFrontendProcess.java
@@ -151,6 +151,7 @@ public class StreamedETLWithFrontendProcess
             .withField(new QFieldMetaData(FIELD_DEFAULT_QUERY_FILTER, QFieldType.STRING).withDefaultValue(defaultFieldValues.get(FIELD_DEFAULT_QUERY_FILTER)))
             .withField(new QFieldMetaData(FIELD_EXTRACT_CODE, QFieldType.STRING).withDefaultValue(extractStepClass == null ? null : new QCodeReference(extractStepClass)))
             .withField(new QFieldMetaData(FIELD_TRANSFORM_CODE, QFieldType.STRING).withDefaultValue(transformStepClass == null ? null : new QCodeReference(transformStepClass)))
+            .withField(new QFieldMetaData(FIELD_TRANSFORM_CODE + "_expectedType", QFieldType.STRING).withDefaultValue(AbstractTransformStep.class.getName()))
             .withField(new QFieldMetaData(FIELD_PREVIEW_MESSAGE, QFieldType.STRING).withDefaultValue(defaultFieldValues.getOrDefault(FIELD_PREVIEW_MESSAGE, DEFAULT_PREVIEW_MESSAGE_FOR_INSERT)))
             .withField(new QFieldMetaData(FIELD_TRANSACTION_LEVEL, QFieldType.STRING).withDefaultValue(defaultFieldValues.getOrDefault(FIELD_TRANSACTION_LEVEL, TRANSACTION_LEVEL_PROCESS)))
          );
@@ -170,7 +171,8 @@ public class StreamedETLWithFrontendProcess
          .withName(STEP_NAME_EXECUTE)
          .withCode(new QCodeReference(StreamedETLExecuteStep.class))
          .withInputData(new QFunctionInputMetaData()
-            .withField(new QFieldMetaData(FIELD_LOAD_CODE, QFieldType.STRING).withDefaultValue(loadStepClass == null ? null : new QCodeReference(loadStepClass))))
+            .withField(new QFieldMetaData(FIELD_LOAD_CODE, QFieldType.STRING).withDefaultValue(loadStepClass == null ? null : new QCodeReference(loadStepClass)))
+            .withField(new QFieldMetaData(FIELD_LOAD_CODE + "_expectedType", QFieldType.STRING).withDefaultValue(AbstractLoadStep.class.getName())))
          .withOutputMetaData(new QFunctionOutputMetaData()
             .withField(new QFieldMetaData(FIELD_PROCESS_SUMMARY, QFieldType.STRING))
          );
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/savedfilters/DeleteSavedFilterProcess.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/savedviews/DeleteSavedViewProcess.java
similarity index 82%
rename from qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/savedfilters/DeleteSavedFilterProcess.java
rename to qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/savedviews/DeleteSavedViewProcess.java
index a0a6f1f8..8ff2fc06 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/savedfilters/DeleteSavedFilterProcess.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/savedviews/DeleteSavedViewProcess.java
@@ -1,6 +1,6 @@
 /*
  * QQQ - Low-code Application Framework for Engineers.
- * Copyright (C) 2021-2023.  Kingsrook, LLC
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
  * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
  * contact@kingsrook.com
  * https://github.com/Kingsrook/
@@ -19,7 +19,7 @@
  * along with this program.  If not, see <https://www.gnu.org/licenses/>.
  */
 
-package com.kingsrook.qqq.backend.core.processes.implementations.savedfilters;
+package com.kingsrook.qqq.backend.core.processes.implementations.savedviews;
 
 
 import java.util.List;
@@ -34,15 +34,15 @@ import com.kingsrook.qqq.backend.core.model.actions.tables.delete.DeleteInput;
 import com.kingsrook.qqq.backend.core.model.metadata.code.QCodeReference;
 import com.kingsrook.qqq.backend.core.model.metadata.processes.QBackendStepMetaData;
 import com.kingsrook.qqq.backend.core.model.metadata.processes.QProcessMetaData;
-import com.kingsrook.qqq.backend.core.model.savedfilters.SavedFilter;
+import com.kingsrook.qqq.backend.core.model.savedviews.SavedView;
 
 
 /*******************************************************************************
- ** Process used by the delete filter dialog
+ ** Process used by the delete view dialog
  *******************************************************************************/
-public class DeleteSavedFilterProcess implements BackendStep
+public class DeleteSavedViewProcess implements BackendStep
 {
-   private static final QLogger LOG = QLogger.getLogger(DeleteSavedFilterProcess.class);
+   private static final QLogger LOG = QLogger.getLogger(DeleteSavedViewProcess.class);
 
 
 
@@ -52,10 +52,10 @@ public class DeleteSavedFilterProcess implements BackendStep
    public static QProcessMetaData getProcessMetaData()
    {
       return (new QProcessMetaData()
-         .withName("deleteSavedFilter")
+         .withName("deleteSavedView")
          .withStepList(List.of(
             new QBackendStepMetaData()
-               .withCode(new QCodeReference(DeleteSavedFilterProcess.class))
+               .withCode(new QCodeReference(DeleteSavedViewProcess.class))
                .withName("delete")
          )));
    }
@@ -72,16 +72,16 @@ public class DeleteSavedFilterProcess implements BackendStep
 
       try
       {
-         Integer savedFilterId = runBackendStepInput.getValueInteger("id");
+         Integer savedViewId = runBackendStepInput.getValueInteger("id");
 
          DeleteInput input = new DeleteInput();
-         input.setTableName(SavedFilter.TABLE_NAME);
-         input.setPrimaryKeys(List.of(savedFilterId));
+         input.setTableName(SavedView.TABLE_NAME);
+         input.setPrimaryKeys(List.of(savedViewId));
          new DeleteAction().execute(input);
       }
       catch(Exception e)
       {
-         LOG.warn("Error deleting saved filter", e);
+         LOG.warn("Error deleting saved view", e);
          throw (e);
       }
    }
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/savedfilters/QuerySavedFilterProcess.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/savedviews/QuerySavedViewProcess.java
similarity index 79%
rename from qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/savedfilters/QuerySavedFilterProcess.java
rename to qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/savedviews/QuerySavedViewProcess.java
index 84556ec4..f4f57516 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/savedfilters/QuerySavedFilterProcess.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/savedviews/QuerySavedViewProcess.java
@@ -1,6 +1,6 @@
 /*
  * QQQ - Low-code Application Framework for Engineers.
- * Copyright (C) 2021-2023.  Kingsrook, LLC
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
  * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
  * contact@kingsrook.com
  * https://github.com/Kingsrook/
@@ -19,7 +19,7 @@
  * along with this program.  If not, see <https://www.gnu.org/licenses/>.
  */
 
-package com.kingsrook.qqq.backend.core.processes.implementations.savedfilters;
+package com.kingsrook.qqq.backend.core.processes.implementations.savedviews;
 
 
 import java.io.Serializable;
@@ -43,15 +43,15 @@ import com.kingsrook.qqq.backend.core.model.actions.tables.query.QueryOutput;
 import com.kingsrook.qqq.backend.core.model.metadata.code.QCodeReference;
 import com.kingsrook.qqq.backend.core.model.metadata.processes.QBackendStepMetaData;
 import com.kingsrook.qqq.backend.core.model.metadata.processes.QProcessMetaData;
-import com.kingsrook.qqq.backend.core.model.savedfilters.SavedFilter;
+import com.kingsrook.qqq.backend.core.model.savedviews.SavedView;
 
 
 /*******************************************************************************
- ** Process used by the saved filter dialogs
+ ** Process used by the saved view dialogs
  *******************************************************************************/
-public class QuerySavedFilterProcess implements BackendStep
+public class QuerySavedViewProcess implements BackendStep
 {
-   private static final QLogger LOG = QLogger.getLogger(QuerySavedFilterProcess.class);
+   private static final QLogger LOG = QLogger.getLogger(QuerySavedViewProcess.class);
 
 
 
@@ -61,10 +61,12 @@ public class QuerySavedFilterProcess implements BackendStep
    public static QProcessMetaData getProcessMetaData()
    {
       return (new QProcessMetaData()
-         .withName("querySavedFilter")
-         .withStepList(List.of(new QBackendStepMetaData()
-            .withCode(new QCodeReference(QuerySavedFilterProcess.class))
-            .withName("query"))));
+         .withName("querySavedView")
+         .withStepList(List.of(
+            new QBackendStepMetaData()
+               .withCode(new QCodeReference(QuerySavedViewProcess.class))
+               .withName("query")
+         )));
    }
 
 
@@ -79,36 +81,36 @@ public class QuerySavedFilterProcess implements BackendStep
 
       try
       {
-         Integer savedFilterId = runBackendStepInput.getValueInteger("id");
-         if(savedFilterId != null)
+         Integer savedViewId = runBackendStepInput.getValueInteger("id");
+         if(savedViewId != null)
          {
             GetInput input = new GetInput();
-            input.setTableName(SavedFilter.TABLE_NAME);
-            input.setPrimaryKey(savedFilterId);
+            input.setTableName(SavedView.TABLE_NAME);
+            input.setPrimaryKey(savedViewId);
 
             GetOutput output = new GetAction().execute(input);
             runBackendStepOutput.addRecord(output.getRecord());
-            runBackendStepOutput.addValue("savedFilter", output.getRecord());
-            runBackendStepOutput.addValue("savedFilterList", (Serializable) List.of(output.getRecord()));
+            runBackendStepOutput.addValue("savedView", output.getRecord());
+            runBackendStepOutput.addValue("savedViewList", (Serializable) List.of(output.getRecord()));
          }
          else
          {
             String tableName = runBackendStepInput.getValueString("tableName");
 
             QueryInput input = new QueryInput();
-            input.setTableName(SavedFilter.TABLE_NAME);
+            input.setTableName(SavedView.TABLE_NAME);
             input.setFilter(new QQueryFilter()
                .withCriteria(new QFilterCriteria("tableName", QCriteriaOperator.EQUALS, tableName))
                .withOrderBy(new QFilterOrderBy("label")));
 
             QueryOutput output = new QueryAction().execute(input);
             runBackendStepOutput.setRecords(output.getRecords());
-            runBackendStepOutput.addValue("savedFilterList", (Serializable) output.getRecords());
+            runBackendStepOutput.addValue("savedViewList", (Serializable) output.getRecords());
          }
       }
       catch(Exception e)
       {
-         LOG.warn("Error querying for saved filter", e);
+         LOG.warn("Error querying for saved views", e);
          throw (e);
       }
    }
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/savedfilters/StoreSavedFilterProcess.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/savedviews/StoreSavedViewProcess.java
similarity index 55%
rename from qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/savedfilters/StoreSavedFilterProcess.java
rename to qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/savedviews/StoreSavedViewProcess.java
index 37bc167e..26974f55 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/savedfilters/StoreSavedFilterProcess.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/savedviews/StoreSavedViewProcess.java
@@ -1,6 +1,6 @@
 /*
  * QQQ - Low-code Application Framework for Engineers.
- * Copyright (C) 2021-2023.  Kingsrook, LLC
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
  * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
  * contact@kingsrook.com
  * https://github.com/Kingsrook/
@@ -19,37 +19,45 @@
  * along with this program.  If not, see <https://www.gnu.org/licenses/>.
  */
 
-package com.kingsrook.qqq.backend.core.processes.implementations.savedfilters;
+package com.kingsrook.qqq.backend.core.processes.implementations.savedviews;
 
 
 import java.io.Serializable;
-import java.util.ArrayList;
 import java.util.List;
 import com.kingsrook.qqq.backend.core.actions.ActionHelper;
 import com.kingsrook.qqq.backend.core.actions.processes.BackendStep;
 import com.kingsrook.qqq.backend.core.actions.tables.InsertAction;
+import com.kingsrook.qqq.backend.core.actions.tables.QueryAction;
 import com.kingsrook.qqq.backend.core.actions.tables.UpdateAction;
+import com.kingsrook.qqq.backend.core.context.QContext;
 import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.exceptions.QUserFacingException;
 import com.kingsrook.qqq.backend.core.logging.QLogger;
 import com.kingsrook.qqq.backend.core.model.actions.processes.RunBackendStepInput;
 import com.kingsrook.qqq.backend.core.model.actions.processes.RunBackendStepOutput;
 import com.kingsrook.qqq.backend.core.model.actions.tables.insert.InsertInput;
 import com.kingsrook.qqq.backend.core.model.actions.tables.insert.InsertOutput;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QCriteriaOperator;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QFilterCriteria;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QQueryFilter;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QueryInput;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QueryOutput;
 import com.kingsrook.qqq.backend.core.model.actions.tables.update.UpdateInput;
 import com.kingsrook.qqq.backend.core.model.actions.tables.update.UpdateOutput;
 import com.kingsrook.qqq.backend.core.model.data.QRecord;
 import com.kingsrook.qqq.backend.core.model.metadata.code.QCodeReference;
 import com.kingsrook.qqq.backend.core.model.metadata.processes.QBackendStepMetaData;
 import com.kingsrook.qqq.backend.core.model.metadata.processes.QProcessMetaData;
-import com.kingsrook.qqq.backend.core.model.savedfilters.SavedFilter;
+import com.kingsrook.qqq.backend.core.model.savedviews.SavedView;
+import com.kingsrook.qqq.backend.core.utils.CollectionUtils;
 
 
 /*******************************************************************************
- ** Process used by the saved filter dialog
+ ** Process used by the saved view dialog
  *******************************************************************************/
-public class StoreSavedFilterProcess implements BackendStep
+public class StoreSavedViewProcess implements BackendStep
 {
-   private static final QLogger LOG = QLogger.getLogger(StoreSavedFilterProcess.class);
+   private static final QLogger LOG = QLogger.getLogger(StoreSavedViewProcess.class);
 
 
 
@@ -59,10 +67,10 @@ public class StoreSavedFilterProcess implements BackendStep
    public static QProcessMetaData getProcessMetaData()
    {
       return (new QProcessMetaData()
-         .withName("storeSavedFilter")
+         .withName("storeSavedView")
          .withStepList(List.of(
             new QBackendStepMetaData()
-               .withCode(new QCodeReference(StoreSavedFilterProcess.class))
+               .withCode(new QCodeReference(StoreSavedViewProcess.class))
                .withName("store")
          )));
    }
@@ -79,39 +87,73 @@ public class StoreSavedFilterProcess implements BackendStep
 
       try
       {
+         String userId    = QContext.getQSession().getUser().getIdReference();
+         String tableName = runBackendStepInput.getValueString("tableName");
+         String label     = runBackendStepInput.getValueString("label");
+
          QRecord qRecord = new QRecord()
             .withValue("id", runBackendStepInput.getValueInteger("id"))
-            .withValue("label", runBackendStepInput.getValueString("label"))
-            .withValue("tableName", runBackendStepInput.getValueString("tableName"))
-            .withValue("filterJson", runBackendStepInput.getValueString("filterJson"))
-            .withValue("userId", runBackendStepInput.getSession().getUser().getIdReference());
+            .withValue("viewJson", runBackendStepInput.getValueString("viewJson"))
+            .withValue("label", label)
+            .withValue("tableName", tableName)
+            .withValue("userId", userId);
 
-         List<QRecord> savedFilterList = new ArrayList<>();
+         List<QRecord> savedViewList;
          if(qRecord.getValueInteger("id") == null)
          {
+            checkForDuplicates(userId, tableName, label, null);
+
             InsertInput input = new InsertInput();
-            input.setTableName(SavedFilter.TABLE_NAME);
+            input.setTableName(SavedView.TABLE_NAME);
             input.setRecords(List.of(qRecord));
 
             InsertOutput output = new InsertAction().execute(input);
-            savedFilterList = output.getRecords();
+            savedViewList = output.getRecords();
          }
          else
          {
+            checkForDuplicates(userId, tableName, label, qRecord.getValueInteger("id"));
+
             UpdateInput input = new UpdateInput();
-            input.setTableName(SavedFilter.TABLE_NAME);
+            input.setTableName(SavedView.TABLE_NAME);
             input.setRecords(List.of(qRecord));
 
             UpdateOutput output = new UpdateAction().execute(input);
-            savedFilterList = output.getRecords();
+            savedViewList = output.getRecords();
          }
 
-         runBackendStepOutput.addValue("savedFilterList", (Serializable) savedFilterList);
+         runBackendStepOutput.addValue("savedViewList", (Serializable) savedViewList);
       }
       catch(Exception e)
       {
-         LOG.warn("Error storing data saved filter", e);
+         LOG.warn("Error storing saved view", e);
          throw (e);
       }
    }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   private static void checkForDuplicates(String userId, String tableName, String label, Integer id) throws QException
+   {
+      QueryInput queryInput = new QueryInput();
+      queryInput.setTableName(SavedView.TABLE_NAME);
+      queryInput.setFilter(new QQueryFilter(
+         new QFilterCriteria("userId", QCriteriaOperator.EQUALS, userId),
+         new QFilterCriteria("tableName", QCriteriaOperator.EQUALS, tableName),
+         new QFilterCriteria("label", QCriteriaOperator.EQUALS, label)));
+
+      if(id != null)
+      {
+         queryInput.getFilter().addCriteria(new QFilterCriteria("id", QCriteriaOperator.NOT_EQUALS, id));
+      }
+
+      QueryOutput queryOutput = new QueryAction().execute(queryInput);
+      if(CollectionUtils.nullSafeHasContents(queryOutput.getRecords()))
+      {
+         throw (new QUserFacingException("You already have a saved view on this table with this name."));
+      }
+   }
 }
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/scripts/RunRecordScriptLoadStep.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/scripts/RunRecordScriptLoadStep.java
index 78c015a0..180f7877 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/scripts/RunRecordScriptLoadStep.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/scripts/RunRecordScriptLoadStep.java
@@ -26,7 +26,6 @@ import java.io.Serializable;
 import java.util.ArrayList;
 import java.util.List;
 import com.kingsrook.qqq.backend.core.actions.audits.AuditAction;
-import com.kingsrook.qqq.backend.core.actions.audits.DMLAuditAction;
 import com.kingsrook.qqq.backend.core.actions.scripts.RunAdHocRecordScriptAction;
 import com.kingsrook.qqq.backend.core.actions.scripts.logging.StoreScriptLogAndScriptLogLineExecutionLogger;
 import com.kingsrook.qqq.backend.core.actions.tables.GetAction;
@@ -133,11 +132,6 @@ public class RunRecordScriptLoadStep extends AbstractLoadStep implements Process
          throw (new QException("Could not find script by id: " + scriptId));
       }
 
-      //////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
-      // set an "audit context" - so any DML executed during the script will include the note of what script was running. //
-      //////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
-      runBackendStepInput.addValue(DMLAuditAction.AUDIT_CONTEXT_FIELD_NAME, "via Script \"" + script.getValue("name") + "\"");
-
       String tableName = script.getValueString("tableName");
 
       RunAdHocRecordScriptInput input = new RunAdHocRecordScriptInput();
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/scripts/StoreScriptRevisionProcessStep.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/scripts/StoreScriptRevisionProcessStep.java
index 4893920a..70129eec 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/scripts/StoreScriptRevisionProcessStep.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/scripts/StoreScriptRevisionProcessStep.java
@@ -75,7 +75,7 @@ public class StoreScriptRevisionProcessStep implements BackendStep
       InsertAction insertAction = new InsertAction();
       InsertInput  insertInput  = new InsertInput();
       insertInput.setTableName(ScriptRevision.TABLE_NAME);
-      QBackendTransaction transaction = insertAction.openTransaction(insertInput);
+      QBackendTransaction transaction = QBackendTransaction.openFor(insertInput);
       insertInput.setTransaction(transaction);
 
       try
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/tablesync/AbstractTableSyncTransformStep.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/tablesync/AbstractTableSyncTransformStep.java
index 13fb8a7b..55734984 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/tablesync/AbstractTableSyncTransformStep.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/implementations/tablesync/AbstractTableSyncTransformStep.java
@@ -182,6 +182,14 @@ public abstract class AbstractTableSyncTransformStep extends AbstractTransformSt
    public record SyncProcessConfig(String sourceTable, String sourceTableKeyField, String destinationTable, String destinationTableForeignKey, boolean performInserts, boolean performUpdates)
    {
 
+      /*******************************************************************************
+       ** Overloaded constructor - defaults both performInserts & performUpdates to true.
+       *******************************************************************************/
+      public SyncProcessConfig(String sourceTable, String sourceTableKeyField, String destinationTable, String destinationTableForeignKey)
+      {
+         this(sourceTable, sourceTableKeyField, destinationTable, destinationTableForeignKey, true, true);
+      }
+
       /*******************************************************************************
        ** artificial method, here to make jacoco see that this class is indeed
        ** included in test coverage...
@@ -244,6 +252,10 @@ public abstract class AbstractTableSyncTransformStep extends AbstractTransformSt
       {
          initializeRecordLookupHelper(runBackendStepInput, runBackendStepInput.getRecords());
       }
+      else
+      {
+         reinitializeRecordLookupHelper(runBackendStepInput, runBackendStepInput.getRecords());
+      }
 
       ///////////////////////////////////////////////////////////////////////////////////////////////////
       // query to see if we already have those records in the destination (to determine insert/update) //
@@ -268,6 +280,7 @@ public abstract class AbstractTableSyncTransformStep extends AbstractTransformSt
 
          if(sourceKeyValue == null || "".equals(sourceKeyValue))
          {
+            LOG.debug("Skipping record without a value in the sourceKeyField", logPair("keyField", sourceTableKeyField));
             errorMissingKeyField.incrementCountAndAddPrimaryKey(sourcePrimaryKey);
 
             try
@@ -459,6 +472,18 @@ public abstract class AbstractTableSyncTransformStep extends AbstractTransformSt
 
 
 
+   /*******************************************************************************
+    ** for pages after the first, possibly load more records in the lookup helper.
+    *******************************************************************************/
+   protected void reinitializeRecordLookupHelper(RunBackendStepInput runBackendStepInput, List<QRecord> sourceRecordList) throws QException
+   {
+      ////////////////////////
+      // noop in base class //
+      ////////////////////////
+   }
+
+
+
    /*******************************************************************************
     ** Let the subclass "easily" add an audit to be inserted on the Execute step.
     *******************************************************************************/
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/utils/GeneralProcessUtils.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/utils/GeneralProcessUtils.java
index 75860912..a76fe9b0 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/utils/GeneralProcessUtils.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/processes/utils/GeneralProcessUtils.java
@@ -292,9 +292,26 @@ public class GeneralProcessUtils
     ** too many rows...  Caveat emptor.
     *******************************************************************************/
    public static <T extends QRecordEntity> List<T> loadTable(String tableName, Class<T> entityClass) throws QException
+   {
+      return (loadTable(tableName, entityClass, null));
+   }
+
+
+
+   /*******************************************************************************
+    ** Load all rows from a table as a RecordEntity, takes in a filter as well
+    **
+    ** Note, this is inherently unsafe, if you were to call it on a table with
+    ** too many rows...  Caveat emptor.
+    *******************************************************************************/
+   public static <T extends QRecordEntity> List<T> loadTable(String tableName, Class<T> entityClass, QQueryFilter filter) throws QException
    {
       QueryInput queryInput = new QueryInput();
       queryInput.setTableName(tableName);
+      if(filter != null)
+      {
+         queryInput.setFilter(filter);
+      }
       QueryOutput queryOutput = new QueryAction().execute(queryInput);
 
       List<T> rs = new ArrayList<>();
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/scheduler/ScheduleManager.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/scheduler/ScheduleManager.java
index ff898089..375aebb9 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/scheduler/ScheduleManager.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/scheduler/ScheduleManager.java
@@ -120,52 +120,68 @@ public class ScheduleManager
          return;
       }
 
-      for(QQueueProviderMetaData queueProvider : qInstance.getQueueProviders().values())
+      boolean needToClearContext = false;
+      try
       {
-         startQueueProvider(queueProvider);
-      }
-
-      for(QAutomationProviderMetaData automationProvider : qInstance.getAutomationProviders().values())
-      {
-         startAutomationProviderPerTable(automationProvider);
-      }
-
-      for(QProcessMetaData process : qInstance.getProcesses().values())
-      {
-         if(process.getSchedule() != null && allowedToStart(process.getName()))
+         if(QContext.getQInstance() == null)
          {
-            QScheduleMetaData scheduleMetaData = process.getSchedule();
-            if(process.getSchedule().getVariantBackend() == null || QScheduleMetaData.RunStrategy.SERIAL.equals(process.getSchedule().getVariantRunStrategy()))
+            needToClearContext = true;
+            QContext.init(qInstance, sessionSupplier.get());
+         }
+
+         for(QQueueProviderMetaData queueProvider : qInstance.getQueueProviders().values())
+         {
+            startQueueProvider(queueProvider);
+         }
+
+         for(QAutomationProviderMetaData automationProvider : qInstance.getAutomationProviders().values())
+         {
+            startAutomationProviderPerTable(automationProvider);
+         }
+
+         for(QProcessMetaData process : qInstance.getProcesses().values())
+         {
+            if(process.getSchedule() != null && allowedToStart(process.getName()))
             {
-               ///////////////////////////////////////////////
-               // if no variants, or variant is serial mode //
-               ///////////////////////////////////////////////
-               startProcess(process, null);
-            }
-            else if(QScheduleMetaData.RunStrategy.PARALLEL.equals(process.getSchedule().getVariantRunStrategy()))
-            {
-               /////////////////////////////////////////////////////////////////////////////////////////////////////
-               // if this a "parallel", which for example means we want to have a thread for each backend variant //
-               // running at the same time, get the variant records and schedule each separately                  //
-               /////////////////////////////////////////////////////////////////////////////////////////////////////
-               QContext.init(qInstance, sessionSupplier.get());
-               QBackendMetaData backendMetaData = qInstance.getBackend(scheduleMetaData.getVariantBackend());
-               for(QRecord qRecord : CollectionUtils.nonNullList(getBackendVariantFilteredRecords(process)))
+               QScheduleMetaData scheduleMetaData = process.getSchedule();
+               if(process.getSchedule().getVariantBackend() == null || QScheduleMetaData.RunStrategy.SERIAL.equals(process.getSchedule().getVariantRunStrategy()))
                {
-                  try
+                  ///////////////////////////////////////////////
+                  // if no variants, or variant is serial mode //
+                  ///////////////////////////////////////////////
+                  startProcess(process, null);
+               }
+               else if(QScheduleMetaData.RunStrategy.PARALLEL.equals(process.getSchedule().getVariantRunStrategy()))
+               {
+                  /////////////////////////////////////////////////////////////////////////////////////////////////////
+                  // if this a "parallel", which for example means we want to have a thread for each backend variant //
+                  // running at the same time, get the variant records and schedule each separately                  //
+                  /////////////////////////////////////////////////////////////////////////////////////////////////////
+                  QBackendMetaData backendMetaData = qInstance.getBackend(scheduleMetaData.getVariantBackend());
+                  for(QRecord qRecord : CollectionUtils.nonNullList(getBackendVariantFilteredRecords(process)))
                   {
-                     startProcess(process, MapBuilder.of(backendMetaData.getVariantOptionsTableTypeValue(), qRecord.getValue(backendMetaData.getVariantOptionsTableIdField())));
-                  }
-                  catch(Exception e)
-                  {
-                     LOG.error("An error starting process [" + process.getLabel() + "], with backend variant data.", e, new LogPair("variantQRecord", qRecord));
+                     try
+                     {
+                        startProcess(process, MapBuilder.of(backendMetaData.getVariantOptionsTableTypeValue(), qRecord.getValue(backendMetaData.getVariantOptionsTableIdField())));
+                     }
+                     catch(Exception e)
+                     {
+                        LOG.error("An error starting process [" + process.getLabel() + "], with backend variant data.", e, new LogPair("variantQRecord", qRecord));
+                     }
                   }
                }
+               else
+               {
+                  LOG.error("Unsupported Schedule Run Strategy [" + process.getSchedule().getVariantRunStrategy() + "] was provided.");
+               }
             }
-            else
-            {
-               LOG.error("Unsupported Schedule Run Strategy [" + process.getSchedule().getVariantRunStrategy() + "] was provided.");
-            }
+         }
+      }
+      finally
+      {
+         if(needToClearContext)
+         {
+            QContext.clear();
          }
       }
    }
@@ -210,8 +226,8 @@ public class ScheduleManager
       // ask the PollingAutomationPerTableRunner how many threads of itself need setup //
       // then start a scheduled executor foreach one                                   //
       ///////////////////////////////////////////////////////////////////////////////////
-      List<PollingAutomationPerTableRunner.TableActions> tableActions = PollingAutomationPerTableRunner.getTableActions(qInstance, automationProvider.getName());
-      for(PollingAutomationPerTableRunner.TableActions tableAction : tableActions)
+      List<PollingAutomationPerTableRunner.TableActionsInterface> tableActions = PollingAutomationPerTableRunner.getTableActions(qInstance, automationProvider.getName());
+      for(PollingAutomationPerTableRunner.TableActionsInterface tableAction : tableActions)
       {
          if(allowedToStart(tableAction.tableName()))
          {
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/utils/ExceptionUtils.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/utils/ExceptionUtils.java
index ae935308..0dfee18c 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/utils/ExceptionUtils.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/utils/ExceptionUtils.java
@@ -164,4 +164,23 @@ public class ExceptionUtils
 
       return (StringUtils.join("; ", messages));
    }
+
+
+
+   /*******************************************************************************
+    ** Get the messages from the top & bottoms (root) of an exception.
+    **
+    ** If there's no root, just return the top (e.g., parameter)'s message.
+    ** If they are both found, put ": " between them.
+    *******************************************************************************/
+   public static String getTopAndBottomMessages(Exception e)
+   {
+      String    rs            = e.getMessage();
+      Throwable rootException = getRootException(e);
+      if(rootException != e)
+      {
+         rs += ": " + rootException.getMessage();
+      }
+      return (rs);
+   }
 }
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/utils/QQueryFilterDeduper.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/utils/QQueryFilterDeduper.java
new file mode 100644
index 00000000..b6d6e0d0
--- /dev/null
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/utils/QQueryFilterDeduper.java
@@ -0,0 +1,363 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.utils;
+
+
+import java.io.Serializable;
+import java.util.ArrayList;
+import java.util.HashSet;
+import java.util.Iterator;
+import java.util.List;
+import java.util.Set;
+import com.kingsrook.qqq.backend.core.logging.QLogger;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QFilterCriteria;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QQueryFilter;
+import static com.kingsrook.qqq.backend.core.logging.LogUtils.logPair;
+import static com.kingsrook.qqq.backend.core.model.actions.tables.query.QCriteriaOperator.EQUALS;
+import static com.kingsrook.qqq.backend.core.model.actions.tables.query.QCriteriaOperator.IN;
+import static com.kingsrook.qqq.backend.core.model.actions.tables.query.QCriteriaOperator.NOT_EQUALS;
+import static com.kingsrook.qqq.backend.core.model.actions.tables.query.QCriteriaOperator.NOT_IN;
+
+
+/*******************************************************************************
+ ** Class to help deduplicate redundant criteria in filters.
+ **
+ ** Original use-case is for making more clean url links out of filters.
+ **
+ ** Does not (at this time) look into sub-filters at all, or support any "OR"
+ ** filters other than the most basic (a=1 OR a=1).
+ **
+ ** Also, other than for completely redundant criteria (e.g., a>1 and a>1) only
+ * works on a limited subset of criteria operators (EQUALS, NOT_EQUALS, IN, and NOT_IN)
+ *******************************************************************************/
+public class QQueryFilterDeduper
+{
+   private static final QLogger LOG = QLogger.getLogger(QQueryFilterDeduper.class);
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public static QQueryFilter dedupeFilter(QQueryFilter filter)
+   {
+      if(filter == null)
+      {
+         return (null);
+      }
+
+      try
+      {
+         /////////////////////////////////////////////////////////////////
+         // track (just for logging) if we failed or if we did any good //
+         /////////////////////////////////////////////////////////////////
+         List<String> log        = new ArrayList<>();
+         boolean      fail       = false;
+         boolean      didAnyGood = false;
+
+         //////////////////////////////////////////////////////////////////////////////////////////
+         // always create a clone to be returned.  this is especially useful because,            //
+         // the clone's lists will be ArrayLists, which are mutable - since some of the deduping //
+         // involves manipulating value lists.                                                   //
+         //////////////////////////////////////////////////////////////////////////////////////////
+         QQueryFilter rs = filter.clone();
+
+         ////////////////////////////////////////////////////////////////////////////////////
+         // general strategy is:                                                           //
+         // iterate over criteria, possibly removing the one the iterator is pointing at,  //
+         // if we are able to somehow merge it into other criteria we've already seen.     //
+         // the others-we've-seen will be tracked in the criteriaByFieldName listing hash. //
+         ////////////////////////////////////////////////////////////////////////////////////
+         ListingHash<String, QFilterCriteria> criteriaByFieldName = new ListingHash<>();
+         Iterator<QFilterCriteria>            iterator            = rs.getCriteria().iterator();
+         while(iterator.hasNext())
+         {
+            QFilterCriteria criteria = iterator.next();
+
+            /////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+            // first thing to check is, have we seen any other criteria for this field - if so - try to do some de-duping. //
+            // note that, any time we do a remove, we'll need to do a continue - to avoid adding the now-removed criteria  //
+            // to the listing hash                                                                                         //
+            /////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+            if(criteriaByFieldName.containsKey(criteria.getFieldName()))
+            {
+               List<QFilterCriteria> others = criteriaByFieldName.get(criteria.getFieldName());
+               QFilterCriteria       other  = others.get(0);
+
+               if(others.size() == 1 && other.equals(criteria))
+               {
+                  /////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+                  // if we've only see 1 other criteria for this field so far, and this one is an exact match, then remove this one. //
+                  /////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+                  log.add(String.format("Remove duplicate criteria [%s]", criteria));
+                  iterator.remove();
+                  didAnyGood = true;
+                  continue;
+               }
+               else
+               {
+                  /////////////////////////////////////////////////////////////////////////////////////////
+                  // else - if there's still just 1 other, and it's an AND query - then apply some basic //
+                  // logic-merging operations, based on the pair of criteria operators                   //
+                  /////////////////////////////////////////////////////////////////////////////////////////
+                  if(others.size() == 1 && QQueryFilter.BooleanOperator.AND.equals(filter.getBooleanOperator()))
+                  {
+                     if((NOT_EQUALS.equals(other.getOperator()) || NOT_IN.equals(other.getOperator())) && EQUALS.equals(criteria.getOperator()))
+                     {
+                        ///////////////////////////////////////////////////////////////////////////
+                        // if we previously saw a not-equals or not-in, and now we see an equals //
+                        // and the value from the EQUALS isn't in the not-in list                //
+                        // then replace the not-equals with the equals                           //
+                        // then just discard this equals                                         //
+                        ///////////////////////////////////////////////////////////////////////////
+                        if(other.getValues().contains(criteria.getValues().get(0)))
+                        {
+                           log.add("Contradicting NOT_EQUALS/NOT_IN and EQUALS");
+                           fail = true;
+                        }
+                        else
+                        {
+                           other.setOperator(criteria.getOperator());
+                           other.setValues(criteria.getValues());
+                           iterator.remove();
+                           didAnyGood = true;
+                           log.add("Replace a not-equals or not-in superseded by an equals");
+                           continue;
+                        }
+                     }
+                     else if(EQUALS.equals(other.getOperator()) && (NOT_EQUALS.equals(criteria.getOperator()) || NOT_IN.equals(criteria.getOperator())))
+                     {
+                        /////////////////////////////////////////////////////////////////////////////
+                        // if we previously saw an equals, and now we see a not-equals or a not-in //
+                        // and the value from the EQUALS isn't in the not-in list                  //
+                        // then just discard this not-equals                                       //
+                        /////////////////////////////////////////////////////////////////////////////
+                        if(criteria.getValues().contains(other.getValues().get(0)))
+                        {
+                           log.add("Contradicting NOT_EQUALS/NOT_IN and EQUALS");
+                           fail = true;
+                        }
+                        else
+                        {
+                           iterator.remove();
+                           didAnyGood = true;
+                           log.add("Remove a redundant not-equals");
+                           continue;
+                        }
+                     }
+                     else if(NOT_EQUALS.equals(other.getOperator()) && IN.equals(criteria.getOperator()))
+                     {
+                        /////////////////////////////////////////////////////////////////////////////////////////////////////
+                        // if we previously saw a not-equals, and now we see an IN                                         //
+                        // then replace the not-equals with the IN (making sure the not-equals value isn't in the in-list) //
+                        // then just discard this equals                                                                   //
+                        /////////////////////////////////////////////////////////////////////////////////////////////////////
+                        Serializable       notEqualsValue = other.getValues().get(0);
+                        List<Serializable> inValues       = new ArrayList<>(criteria.getValues());
+                        inValues.remove(notEqualsValue);
+                        if(inValues.isEmpty())
+                        {
+                           ///////////////////////////////////////////////////////////////////////////////////
+                           // if the only in-value was the not-equal value, then... i don't know, don't try //
+                           ///////////////////////////////////////////////////////////////////////////////////
+                           log.add("Contradicting IN and NOT_EQUAL");
+                           fail = true;
+                        }
+                        else
+                        {
+                           //////////////////////////////////////////////////////////////////
+                           // else, we can proceed by replacing the not-equals with the in //
+                           //////////////////////////////////////////////////////////////////
+                           other.setOperator(criteria.getOperator());
+                           other.setValues(criteria.getValues());
+                           iterator.remove();
+                           didAnyGood = true;
+                           log.add("Replace superseded not-equals (removing its value from in-list)");
+                           continue;
+                        }
+                     }
+                     else if(IN.equals(other.getOperator()) && NOT_EQUALS.equals(criteria.getOperator()))
+                     {
+                        //////////////////////////////////////////////////////////////////
+                        // if we previously saw an in, and now we see a not-equals      //
+                        // discard the not-equals (removing its value from the in-list) //
+                        // then just discard this not-equals                            //
+                        //////////////////////////////////////////////////////////////////
+                        Serializable       notEqualsValue = criteria.getValues().get(0);
+                        List<Serializable> inValues       = new ArrayList<>(other.getValues());
+                        inValues.remove(notEqualsValue);
+                        if(inValues.isEmpty())
+                        {
+                           ///////////////////////////////////////////////////////////////////////////////////
+                           // if the only in-value was the not-equal value, then... i don't know, don't try //
+                           ///////////////////////////////////////////////////////////////////////////////////
+                           log.add("Contradicting IN and NOT_EQUAL");
+                           fail = true;
+                        }
+                        else
+                        {
+                           //////////////////////////////////////////////////////////////////
+                           // else, we can proceed by replacing the not-equals with the in //
+                           //////////////////////////////////////////////////////////////////
+                           iterator.remove();
+                           didAnyGood = true;
+                           log.add("Remove redundant not-equals (removing its value from in-list)");
+                           continue;
+                        }
+                     }
+                     else if(NOT_EQUALS.equals(other.getOperator()) && NOT_IN.equals(criteria.getOperator()))
+                     {
+                        /////////////////////////////////////////////////////////////////////////////////////////
+                        // if we previously saw a not-equals, and now we see a not-in                          //
+                        // we can change the not-equals to the not-in, and make sure it's value is in the list //
+                        // then just discard this not-in                                                       //
+                        /////////////////////////////////////////////////////////////////////////////////////////
+                        Serializable originalNotEqualsValue = other.getValues().get(0);
+                        other.setOperator(criteria.getOperator());
+                        other.setValues(criteria.getValues());
+                        if(!other.getValues().contains(originalNotEqualsValue))
+                        {
+                           other.getValues().add(originalNotEqualsValue);
+                        }
+                        iterator.remove();
+                        didAnyGood = true;
+                        log.add("Replace superseded not-equals with not-in");
+                        continue;
+                     }
+                     else if(NOT_IN.equals(other.getOperator()) && NOT_EQUALS.equals(criteria.getOperator()))
+                     {
+                        ////////////////////////////////////////////////////////////////////////////////////////
+                        // if we previously saw a not-in, and now we see a not-equals                         //
+                        // we can discard this not-equals, and just make sure its value is in the not-in list //
+                        ////////////////////////////////////////////////////////////////////////////////////////
+                        Serializable originalNotEqualsValue = criteria.getValues().get(0);
+                        if(!other.getValues().contains(originalNotEqualsValue))
+                        {
+                           other.getValues().add(originalNotEqualsValue);
+                        }
+                        iterator.remove();
+                        didAnyGood = true;
+                        log.add("Remove not-equals, absorbing into not-in");
+                        continue;
+                     }
+                     else if(NOT_IN.equals(other.getOperator()) && NOT_IN.equals(criteria.getOperator()))
+                     {
+                        ////////////////////////////////////////////////////////////////
+                        // for multiple not-ins, just merge their values (as a union) //
+                        ////////////////////////////////////////////////////////////////
+                        for(Serializable value : criteria.getValues())
+                        {
+                           if(!other.getValues().contains(value))
+                           {
+                              other.getValues().add(value);
+                           }
+                        }
+                        iterator.remove();
+                        didAnyGood = true;
+                        log.add("Merging not-ins");
+                        continue;
+                     }
+                     else if(IN.equals(other.getOperator()) && IN.equals(criteria.getOperator()))
+                     {
+                        ////////////////////////////////////////////////////////////////////////
+                        // for multiple not-ins, just merge their values (as an intersection) //
+                        ////////////////////////////////////////////////////////////////////////
+                        Set<Serializable> otherValues    = new HashSet<>(other.getValues());
+                        Set<Serializable> criteriaValues = new HashSet<>(criteria.getValues());
+                        otherValues.retainAll(criteriaValues);
+                        if(otherValues.isEmpty())
+                        {
+                           log.add("Contradicting IN lists (no values)");
+                           fail = true;
+                        }
+                        else
+                        {
+                           other.setValues(new ArrayList<>(otherValues));
+                           iterator.remove();
+                           didAnyGood = true;
+                           log.add("Merging not-ins");
+                           continue;
+                        }
+                     }
+                     else if(NOT_EQUALS.equals(other.getOperator()) && NOT_EQUALS.equals(criteria.getOperator()))
+                     {
+                        /////////////////////////////////////////////////////////////////////////////////////
+                        // if we have 2 not-equals, we can merge them in a not-in                          //
+                        // we can assume their values are different, else they'd have been equals up above //
+                        /////////////////////////////////////////////////////////////////////////////////////
+                        other.setOperator(NOT_IN);
+                        other.setValues(new ArrayList<>(List.of(other.getValues().get(0), criteria.getValues().get(0))));
+                        iterator.remove();
+                        didAnyGood = true;
+                        log.add("Merge two not-equals as not-in");
+                        continue;
+                     }
+                     else
+                     {
+                        log.add("Fail because unhandled operator pair");
+                        fail = true;
+                     }
+                  }
+                  else
+                  {
+                     log.add("Fail because > 1 other or operator: OR");
+                     fail = true;
+                  }
+               }
+            }
+
+            ////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+            // if we reach here (e.g., no continue), then assuming we didn't remove the criteria, add it to the listing hash. //
+            ////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+            criteriaByFieldName.add(criteria.getFieldName(), criteria);
+         }
+
+         ///////////////////////////
+         // log based on booleans //
+         ///////////////////////////
+         if(fail && didAnyGood)
+         {
+            LOG.info("Partially unsuccessful dedupe of filter", logPair("original", filter), logPair("deduped", rs), logPair("log", log));
+         }
+         else if(fail)
+         {
+            LOG.info("Unsuccessful dedupe of filter", logPair("filter", filter), logPair("log", log));
+         }
+         else if(didAnyGood)
+         {
+            LOG.debug("Successful dedupe of filter", logPair("original", filter), logPair("deduped", rs), logPair("log", log));
+         }
+         else
+         {
+            LOG.debug("No duplicates in filter, so nothing to dedupe", logPair("original", filter));
+         }
+
+         return rs;
+      }
+      catch(Exception e)
+      {
+         LOG.warn("Error de-duping filter", e, logPair("filter", filter));
+         return (filter.clone());
+      }
+   }
+
+}
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/utils/StringUtils.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/utils/StringUtils.java
index 5f323ddf..a8348756 100755
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/utils/StringUtils.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/utils/StringUtils.java
@@ -176,6 +176,19 @@ public class StringUtils
 
 
 
+   /*******************************************************************************
+    ** safely appends a string to another, changing empty string if either value is null
+    **
+    *******************************************************************************/
+   public static String safeAppend(String input, String contentToAppend)
+   {
+      input = input != null ? input : "";
+      contentToAppend = contentToAppend != null ? contentToAppend : "";
+      return input + contentToAppend;
+   }
+
+
+
    /*******************************************************************************
     ** returns input if not null, or nullOutput if input == null (as in SQL NVL)
     **
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/utils/ValueUtils.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/utils/ValueUtils.java
index b73fec7d..9c31b8a5 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/utils/ValueUtils.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/utils/ValueUtils.java
@@ -681,7 +681,7 @@ public class ValueUtils
    /*******************************************************************************
     **
     *******************************************************************************/
-   public static LocalTime getValueAsLocalTime(Serializable value)
+   public static LocalTime getValueAsLocalTime(Object value)
    {
       try
       {
@@ -722,7 +722,7 @@ public class ValueUtils
    /*******************************************************************************
     **
     *******************************************************************************/
-   public static byte[] getValueAsByteArray(Serializable value)
+   public static byte[] getValueAsByteArray(Object value)
    {
       if(value == null)
       {
@@ -748,7 +748,7 @@ public class ValueUtils
     **
     *******************************************************************************/
    @SuppressWarnings("unchecked")
-   public static <T extends Serializable> T getValueAsType(Class<T> type, Serializable value)
+   public static <T extends Serializable> T getValueAsType(Class<T> type, Object value)
    {
       if(type.equals(Integer.class))
       {
@@ -794,7 +794,7 @@ public class ValueUtils
     **
     *******************************************************************************/
    @SuppressWarnings("checkstyle:indentation")
-   public static Serializable getValueAsFieldType(QFieldType type, Serializable value)
+   public static Serializable getValueAsFieldType(QFieldType type, Object value)
    {
       return switch(type)
       {
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/interfaces/QActionInterface.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/utils/lambdas/UnsafeLambda.java
similarity index 73%
rename from qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/interfaces/QActionInterface.java
rename to qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/utils/lambdas/UnsafeLambda.java
index 88bc436a..f74ba61e 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/actions/interfaces/QActionInterface.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/utils/lambdas/UnsafeLambda.java
@@ -19,26 +19,19 @@
  * along with this program.  If not, see <https://www.gnu.org/licenses/>.
  */
 
-package com.kingsrook.qqq.backend.core.actions.interfaces;
-
-
-import com.kingsrook.qqq.backend.core.actions.QBackendTransaction;
-import com.kingsrook.qqq.backend.core.exceptions.QException;
-import com.kingsrook.qqq.backend.core.model.actions.AbstractTableActionInput;
+package com.kingsrook.qqq.backend.core.utils.lambdas;
 
 
 /*******************************************************************************
  **
  *******************************************************************************/
-public interface QActionInterface
+@FunctionalInterface
+public interface UnsafeLambda
 {
 
    /*******************************************************************************
     **
     *******************************************************************************/
-   default QBackendTransaction openTransaction(AbstractTableActionInput input) throws QException
-   {
-      return (new QBackendTransaction());
-   }
+   void run() throws Exception;
 
 }
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/utils/memoization/AnyKey.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/utils/memoization/AnyKey.java
new file mode 100644
index 00000000..026d0fd3
--- /dev/null
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/utils/memoization/AnyKey.java
@@ -0,0 +1,78 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.utils.memoization;
+
+
+/*******************************************************************************
+ ** Meant to serve as the key in a Memoization where we actually don't need a parameter.
+ ** e.g., to memoize a function like:  public Object f();
+ *******************************************************************************/
+public class AnyKey
+{
+   private static AnyKey anyKey = null;
+
+
+
+   /*******************************************************************************
+    ** Singleton constructor
+    *******************************************************************************/
+   private AnyKey()
+   {
+
+   }
+
+
+
+   /*******************************************************************************
+    ** Singleton accessor
+    *******************************************************************************/
+   public static AnyKey getInstance()
+   {
+      if(anyKey == null)
+      {
+         anyKey = new AnyKey();
+      }
+      return (anyKey);
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Override
+   public boolean equals(Object obj)
+   {
+      return (obj == this);
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Override
+   public int hashCode()
+   {
+      return 1;
+   }
+}
diff --git a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/utils/memoization/Memoization.java b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/utils/memoization/Memoization.java
index e874c5e5..ae373024 100644
--- a/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/utils/memoization/Memoization.java
+++ b/qqq-backend-core/src/main/java/com/kingsrook/qqq/backend/core/utils/memoization/Memoization.java
@@ -30,6 +30,7 @@ import java.util.LinkedHashMap;
 import java.util.Map;
 import java.util.Optional;
 import com.kingsrook.qqq.backend.core.logging.QLogger;
+import com.kingsrook.qqq.backend.core.utils.lambdas.UnsafeFunction;
 
 
 /*******************************************************************************
@@ -58,26 +59,78 @@ public class Memoization<K, V>
 
 
    /*******************************************************************************
+    ** Get the memoized Value for a given input Key - computing it if it wasn't previously
+    ** memoized (or expired).
     **
+    ** If the returned Optional is empty, it means the value is null (whether that
+    ** came form memoization, or from the lookupFunction, you don't care - the answer
+    ** is null).
     *******************************************************************************/
-   public Optional<V> getResult(K key)
+   public <E extends Exception> Optional<V> getResultThrowing(K key, UnsafeFunction<K, V, E> lookupFunction) throws E
    {
       MemoizedResult<V> result = map.get(key);
       if(result != null)
       {
          if(result.getTime().isAfter(Instant.now().minus(timeout)))
          {
+            //////////////////////////////////////////////////////////////////////////////
+            // ok, we have a memoized value, and it's not expired, so we can return it. //
+            // of course, it might be a memoized null, so we use .ofNullable.           //
+            //////////////////////////////////////////////////////////////////////////////
             return (Optional.ofNullable(result.getResult()));
          }
       }
 
-      return (Optional.empty());
+      /////////////////////////////////////////////////////////////////////////////////////////////
+      // ok - either we never memoized this key, or it's expired, so, apply the lookup function, //
+      // store the result, and then return the value (in an Optional.ofNullable)                 //
+      // and if the lookup function throws - then we let it throw.                               //
+      /////////////////////////////////////////////////////////////////////////////////////////////
+      V value = lookupFunction.apply(key);
+      storeResult(key, value);
+      return (Optional.ofNullable(value));
    }
 
 
 
    /*******************************************************************************
+    ** Get the memoized Value for a given input Key - computing it if it wasn't previously
+    ** memoized (or expired).
     **
+    ** If a null value was memoized, the resulting optional here will be empty.
+    **
+    ** If the lookup function throws, then a null value will be memoized and an empty
+    ** Optional will be returned.
+    **
+    ** In here, if the optional is empty, it means the value is null (whether that
+    ** came form memoization, or from the lookupFunction, you don't care - the answer
+    ** is null).
+    *******************************************************************************/
+   public Optional<V> getResult(K key, UnsafeFunction<K, V, ?> lookupFunction)
+   {
+      try
+      {
+         return getResultThrowing(key, lookupFunction);
+      }
+      catch(Exception e)
+      {
+         LOG.warn("Uncaught Exception while executing a Memoization lookupFunction (to avoid this log, add a catch in the lookupFunction)", e);
+         storeResult(key, null);
+         return (Optional.empty());
+      }
+   }
+
+
+
+   /*******************************************************************************
+    ** Get a memoized result, optionally containing a Value, for a given input Key.
+    **
+    ** If the returned Optional is empty, it means that we haven't ever looked up
+    ** or memoized the key (or it's expired).
+    **
+    ** If the returned Optional is not empty, then it means we've memoized something
+    ** (and it's not expired) - so if the Value from the MemoizedResult is null,
+    ** then null is the proper memoized value.
     *******************************************************************************/
    public Optional<MemoizedResult<V>> getMemoizedResult(K key)
    {
@@ -86,7 +139,7 @@ public class Memoization<K, V>
       {
          if(result.getTime().isAfter(Instant.now().minus(timeout)))
          {
-            return (Optional.ofNullable(result));
+            return (Optional.of(result));
          }
       }
 
@@ -181,4 +234,47 @@ public class Memoization<K, V>
    {
       return map;
    }
+
+
+
+   /*******************************************************************************
+    ** Getter for timeout
+    *******************************************************************************/
+   public Duration getTimeout()
+   {
+      return (this.timeout);
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for timeout
+    *******************************************************************************/
+   public Memoization<K, V> withTimeout(Duration timeout)
+   {
+      this.timeout = timeout;
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for maxSize
+    *******************************************************************************/
+   public Integer getMaxSize()
+   {
+      return (this.maxSize);
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for maxSize
+    *******************************************************************************/
+   public Memoization<K, V> withMaxSize(Integer maxSize)
+   {
+      this.maxSize = maxSize;
+      return (this);
+   }
+
 }
diff --git a/qqq-backend-core/src/main/resources/log4j2.xml b/qqq-backend-core/src/main/resources/log4j2.xml
index 5c9f1a6c..349d47d1 100644
--- a/qqq-backend-core/src/main/resources/log4j2.xml
+++ b/qqq-backend-core/src/main/resources/log4j2.xml
@@ -20,6 +20,12 @@
    <Loggers>
       <Logger name="org.apache.log4j.xml" additivity="false">
       </Logger>
+      <Logger name="org.mongodb.driver" level="WARN">
+      </Logger>
+      <Logger name="org.eclipse.jetty" level="INFO">
+      </Logger>
+      <Logger name="io.javalin" level="INFO">
+      </Logger>
       <Root level="all">
          <AppenderRef ref="SystemOutAppender"/>
          <AppenderRef ref="SyslogAppender"/>
diff --git a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/actions/audits/DMLAuditActionTest.java b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/actions/audits/DMLAuditActionTest.java
index 58d1f6d4..f5537a42 100644
--- a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/actions/audits/DMLAuditActionTest.java
+++ b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/actions/audits/DMLAuditActionTest.java
@@ -400,4 +400,49 @@ class DMLAuditActionTest extends BaseTest
       QContext.popAction();
    }
 
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testTableWithoutIntegerPrimaryKey() throws QException
+   {
+      QInstance qInstance = QContext.getQInstance();
+      new AuditsMetaDataProvider().defineAll(qInstance, TestUtils.MEMORY_BACKEND_NAME, null);
+
+      ////////////////////////////////////////////////////////////////////////////////////////////////////
+      // we used to throw if table had no primary key.  first, assert that we do not throw in that case //
+      ////////////////////////////////////////////////////////////////////////////////////////////////////
+      QContext.getQInstance().addTable(
+         new QTableMetaData()
+            .withName("nullPkey")
+            .withField(new QFieldMetaData("foo", QFieldType.STRING))
+            .withAuditRules(new QAuditRules().withAuditLevel(AuditLevel.FIELD)));
+
+      new DMLAuditAction().execute(new DMLAuditInput()
+         .withTableActionInput(new InsertInput("nullPkey"))
+         .withRecordList(List.of(new QRecord())));
+
+      //////////////////////////////////////////////////////////////////////////////////////////////
+      // next, make sure we don't throw (and don't record anything) if table's pkey isn't integer //
+      //////////////////////////////////////////////////////////////////////////////////////////////
+      QContext.getQInstance().addTable(
+         new QTableMetaData()
+            .withName("stringPkey")
+            .withField(new QFieldMetaData("idString", QFieldType.STRING))
+            .withPrimaryKeyField("idString")
+            .withAuditRules(new QAuditRules().withAuditLevel(AuditLevel.FIELD)));
+
+      new DMLAuditAction().execute(new DMLAuditInput()
+         .withTableActionInput(new InsertInput("stringPkey"))
+         .withRecordList(List.of(new QRecord())));
+
+      //////////////////////////////////
+      // make sure no audits happened //
+      //////////////////////////////////
+      List<QRecord> auditList = TestUtils.queryTable("audit");
+      assertTrue(auditList.isEmpty());
+   }
+
 }
diff --git a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/actions/automation/polling/PollingAutomationPerTableRunnerAutomtationUpdatingSelfAvoidInfiniteLoopTest.java b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/actions/automation/polling/PollingAutomationPerTableRunnerAutomtationUpdatingSelfAvoidInfiniteLoopTest.java
new file mode 100644
index 00000000..f8c4df67
--- /dev/null
+++ b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/actions/automation/polling/PollingAutomationPerTableRunnerAutomtationUpdatingSelfAvoidInfiniteLoopTest.java
@@ -0,0 +1,220 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.actions.automation.polling;
+
+
+import java.math.BigDecimal;
+import java.util.List;
+import java.util.Objects;
+import java.util.concurrent.Executors;
+import java.util.concurrent.Future;
+import java.util.concurrent.ScheduledExecutorService;
+import com.kingsrook.qqq.backend.core.BaseTest;
+import com.kingsrook.qqq.backend.core.actions.automation.AutomationStatus;
+import com.kingsrook.qqq.backend.core.actions.automation.RecordAutomationHandler;
+import com.kingsrook.qqq.backend.core.actions.tables.GetAction;
+import com.kingsrook.qqq.backend.core.actions.tables.InsertAction;
+import com.kingsrook.qqq.backend.core.actions.tables.UpdateAction;
+import com.kingsrook.qqq.backend.core.context.CapturedContext;
+import com.kingsrook.qqq.backend.core.context.QContext;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.model.actions.tables.get.GetInput;
+import com.kingsrook.qqq.backend.core.model.actions.tables.insert.InsertInput;
+import com.kingsrook.qqq.backend.core.model.actions.tables.update.UpdateInput;
+import com.kingsrook.qqq.backend.core.model.automation.RecordAutomationInput;
+import com.kingsrook.qqq.backend.core.model.data.QRecord;
+import com.kingsrook.qqq.backend.core.model.metadata.code.QCodeReference;
+import com.kingsrook.qqq.backend.core.model.metadata.tables.automation.TableAutomationAction;
+import com.kingsrook.qqq.backend.core.model.metadata.tables.automation.TriggerEvent;
+import com.kingsrook.qqq.backend.core.utils.TestUtils;
+import org.junit.jupiter.api.BeforeEach;
+import org.junit.jupiter.api.Test;
+import static com.kingsrook.qqq.backend.core.actions.automation.polling.PollingAutomationPerTableRunnerTest.runAllTableActions;
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertFalse;
+import static org.junit.jupiter.api.Assertions.assertNotEquals;
+
+
+/*******************************************************************************
+ ** Test for the case where:
+ ** - inserting into a main table and a child table, and the child table has a
+ ** post-insert customizer, which mo
+ *******************************************************************************/
+public class PollingAutomationPerTableRunnerAutomtationUpdatingSelfAvoidInfiniteLoopTest extends BaseTest
+{
+   private static boolean didFailInThread = false;
+
+   static
+   {
+      ///////////////////////////////////////////////////////////////////////////////////////////////////
+      // we can set this property to revert to the behavior that existed before this test was written. //
+      ///////////////////////////////////////////////////////////////////////////////////////////////////
+      // System.setProperty("qqq.recordAutomationStatusUpdater.skipPreUpdateFetch", "true");
+   }
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @BeforeEach
+   void beforeEach()
+   {
+      didFailInThread = false;
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void test() throws QException
+   {
+      ////////////////////////////////////
+      // add automations to order table //
+      ////////////////////////////////////
+      QContext.getQInstance().getTable(TestUtils.TABLE_NAME_ORDER)
+         .withField(TestUtils.standardQqqAutomationStatusField())
+         .withAutomationDetails(TestUtils.defineStandardAutomationDetails()
+            .withAction(new TableAutomationAction()
+               .withName("orderPostInsertAction")
+               .withTriggerEvent(TriggerEvent.POST_INSERT)
+               .withCodeReference(new QCodeReference(OrderPostInsertAndUpdateAction.class)))
+            .withAction(new TableAutomationAction()
+               .withName("orderPostUpdateAction")
+               .withTriggerEvent(TriggerEvent.POST_UPDATE)
+               .withCodeReference(new QCodeReference(OrderPostInsertAndUpdateAction.class))));
+
+      QContext.getQSession().withSecurityKeyValue(TestUtils.SECURITY_KEY_TYPE_STORE_ALL_ACCESS, true);
+
+      InsertInput insertInput = new InsertInput();
+      insertInput.setTableName(TestUtils.TABLE_NAME_ORDER);
+      insertInput.setRecords(List.of(new QRecord().withValue("orderNo", "10101").withValue("total", new BigDecimal(1))));
+      new InsertAction().execute(insertInput);
+
+      //////////////////////////////////////////////////////
+      // make sure the order is in pending-inserts status //
+      //////////////////////////////////////////////////////
+      {
+         QRecord order = new GetAction().executeForRecord(new GetInput(TestUtils.TABLE_NAME_ORDER).withPrimaryKey(1));
+         assertEquals(AutomationStatus.PENDING_INSERT_AUTOMATIONS.getId(), order.getValue(TestUtils.standardQqqAutomationStatusField().getName()));
+         assertEquals(new BigDecimal(1), order.getValueBigDecimal("total"));
+      }
+
+      ////////////////////////////////////////////////////////////////////////////////////////////////
+      // run automations - that should update the order via the automation - but leave status as OK //
+      ////////////////////////////////////////////////////////////////////////////////////////////////
+      runAllTableActions(QContext.getQInstance());
+      assertFalse(didFailInThread, "A failure condition happened in the automation sub-thread.  Check System.out for message.");
+
+      {
+         QRecord order = new GetAction().executeForRecord(new GetInput(TestUtils.TABLE_NAME_ORDER).withPrimaryKey(1));
+         assertEquals(AutomationStatus.OK.getId(), order.getValue(TestUtils.standardQqqAutomationStatusField().getName()));
+         assertEquals(new BigDecimal(2), order.getValueBigDecimal("total"));
+      }
+
+      //////////////////////////////////////////////////////////////////
+      // now update the order, verify status moves to pending-updates //
+      //////////////////////////////////////////////////////////////////
+      new UpdateAction().execute(new UpdateInput(TestUtils.TABLE_NAME_ORDER).withRecord(new QRecord()
+         .withValue("id", 1)
+         .withValue("storeId", "x")));
+
+      {
+         QRecord order = new GetAction().executeForRecord(new GetInput(TestUtils.TABLE_NAME_ORDER).withPrimaryKey(1));
+         assertEquals(AutomationStatus.PENDING_UPDATE_AUTOMATIONS.getId(), order.getValue(TestUtils.standardQqqAutomationStatusField().getName()));
+         assertEquals(new BigDecimal(2), order.getValueBigDecimal("total"));
+         assertEquals("x", order.getValueString("storeId"));
+      }
+
+      ////////////////////////////////////////////////////////////////////////////////////////////////
+      // run automations - that should update the order via the automation - but leave status as OK //
+      ////////////////////////////////////////////////////////////////////////////////////////////////
+      runAllTableActions(QContext.getQInstance());
+      assertFalse(didFailInThread, "A failure condition happened in the automation sub-thread.  Check System.out for message.");
+
+      {
+         QRecord order = new GetAction().executeForRecord(new GetInput(TestUtils.TABLE_NAME_ORDER).withPrimaryKey(1));
+         assertEquals(AutomationStatus.OK.getId(), order.getValue(TestUtils.standardQqqAutomationStatusField().getName()));
+         assertEquals(new BigDecimal(3), order.getValueBigDecimal("total"));
+      }
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public static class OrderPostInsertAndUpdateAction extends RecordAutomationHandler
+   {
+
+      /*******************************************************************************
+       **
+       *******************************************************************************/
+      @Override
+      public void execute(RecordAutomationInput recordAutomationInput) throws QException
+      {
+         ////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+         // launch a new thread, to make sure we avoid the "stack contains automations" check in RecordAutomationStatusUpdater //
+         ////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+         CapturedContext capturedContext = QContext.capture();
+         for(QRecord record : recordAutomationInput.getRecordList())
+         {
+            ScheduledExecutorService service = Executors.newSingleThreadScheduledExecutor();
+            Future<?> submit = service.submit(() ->
+            {
+               QContext.init(capturedContext);
+               try
+               {
+                  new UpdateAction().execute(new UpdateInput(TestUtils.TABLE_NAME_ORDER).withRecord(new QRecord()
+                     .withValue("id", record.getValue("id"))
+                     .withValue("total", record.getValueBigDecimal("total").add(new BigDecimal(1)))
+                  ));
+
+                  ///////////////////////////////////////////////////////////////////
+                  // make sure that update action didn't change the order's status //
+                  ///////////////////////////////////////////////////////////////////
+                  QRecord order = new GetAction().executeForRecord(new GetInput(TestUtils.TABLE_NAME_ORDER).withPrimaryKey(1));
+                  if(Objects.equals(AutomationStatus.PENDING_UPDATE_AUTOMATIONS.getId(), order.getValue(TestUtils.standardQqqAutomationStatusField().getName())))
+                  {
+                     System.out.println("Failing test - expected status to not be [PENDING_UPDATE_AUTOMATIONS], but it was.");
+                     didFailInThread = true;
+                  }
+                  assertNotEquals(AutomationStatus.PENDING_UPDATE_AUTOMATIONS.getId(), order.getValue(TestUtils.standardQqqAutomationStatusField().getName()));
+               }
+               catch(QException e)
+               {
+                  e.printStackTrace();
+               }
+               finally
+               {
+                  QContext.clear();
+               }
+            });
+
+            while(!submit.isDone())
+            {
+            }
+         }
+      }
+   }
+
+}
diff --git a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/actions/automation/polling/PollingAutomationPerTableRunnerChildPostInsertCustomizerTest.java b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/actions/automation/polling/PollingAutomationPerTableRunnerChildPostInsertCustomizerTest.java
new file mode 100644
index 00000000..1e22966c
--- /dev/null
+++ b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/actions/automation/polling/PollingAutomationPerTableRunnerChildPostInsertCustomizerTest.java
@@ -0,0 +1,224 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.actions.automation.polling;
+
+
+import java.io.Serializable;
+import java.math.BigDecimal;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+import java.util.UUID;
+import java.util.stream.Collectors;
+import com.kingsrook.qqq.backend.core.BaseTest;
+import com.kingsrook.qqq.backend.core.actions.automation.AutomationStatus;
+import com.kingsrook.qqq.backend.core.actions.automation.RecordAutomationHandler;
+import com.kingsrook.qqq.backend.core.actions.customizers.AbstractPostInsertCustomizer;
+import com.kingsrook.qqq.backend.core.actions.customizers.TableCustomizers;
+import com.kingsrook.qqq.backend.core.actions.tables.AggregateAction;
+import com.kingsrook.qqq.backend.core.actions.tables.GetAction;
+import com.kingsrook.qqq.backend.core.actions.tables.InsertAction;
+import com.kingsrook.qqq.backend.core.actions.tables.UpdateAction;
+import com.kingsrook.qqq.backend.core.context.QContext;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.model.actions.tables.aggregate.Aggregate;
+import com.kingsrook.qqq.backend.core.model.actions.tables.aggregate.AggregateInput;
+import com.kingsrook.qqq.backend.core.model.actions.tables.aggregate.AggregateOperator;
+import com.kingsrook.qqq.backend.core.model.actions.tables.aggregate.AggregateOutput;
+import com.kingsrook.qqq.backend.core.model.actions.tables.aggregate.AggregateResult;
+import com.kingsrook.qqq.backend.core.model.actions.tables.aggregate.GroupBy;
+import com.kingsrook.qqq.backend.core.model.actions.tables.get.GetInput;
+import com.kingsrook.qqq.backend.core.model.actions.tables.insert.InsertInput;
+import com.kingsrook.qqq.backend.core.model.actions.tables.insert.InsertOutput;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QCriteriaOperator;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QFilterCriteria;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QQueryFilter;
+import com.kingsrook.qqq.backend.core.model.actions.tables.update.UpdateInput;
+import com.kingsrook.qqq.backend.core.model.automation.RecordAutomationInput;
+import com.kingsrook.qqq.backend.core.model.data.QRecord;
+import com.kingsrook.qqq.backend.core.model.metadata.code.QCodeReference;
+import com.kingsrook.qqq.backend.core.model.metadata.fields.QFieldType;
+import com.kingsrook.qqq.backend.core.model.metadata.tables.automation.TableAutomationAction;
+import com.kingsrook.qqq.backend.core.model.metadata.tables.automation.TriggerEvent;
+import com.kingsrook.qqq.backend.core.utils.TestUtils;
+import com.kingsrook.qqq.backend.core.utils.ValueUtils;
+import org.junit.jupiter.api.Test;
+import static com.kingsrook.qqq.backend.core.actions.automation.polling.PollingAutomationPerTableRunnerTest.runAllTableActions;
+import static org.junit.jupiter.api.Assertions.assertEquals;
+
+
+/*******************************************************************************
+ ** Test for the case where:
+ ** - inserting into a main table and a child table, and the child table has a
+ ** post-insert customizer, which mo
+ *******************************************************************************/
+public class PollingAutomationPerTableRunnerChildPostInsertCustomizerTest extends BaseTest
+{
+
+   static
+   {
+      ///////////////////////////////////////////////////////////////////////////////////////////////////
+      // we can set this property to revert to the behavior that existed before this test was written. //
+      ///////////////////////////////////////////////////////////////////////////////////////////////////
+      // System.setProperty("qqq.recordAutomationStatusUpdater.skipPreUpdateFetch", "true");
+   }
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void test() throws QException
+   {
+      ////////////////////////////////////
+      // add automations to order table //
+      ////////////////////////////////////
+      QContext.getQInstance().getTable(TestUtils.TABLE_NAME_ORDER)
+         .withField(TestUtils.standardQqqAutomationStatusField())
+         .withAutomationDetails(TestUtils.defineStandardAutomationDetails()
+            .withAction(new TableAutomationAction()
+               .withName("orderPostInsertAction")
+               .withTriggerEvent(TriggerEvent.POST_INSERT)
+               .withCodeReference(new QCodeReference(OrderPostInsertAction.class))
+            ));
+
+      ///////////////////////////////////////////////////////////////////////////
+      // add a post-insert customizer to line-ite table (child of order table) //
+      ///////////////////////////////////////////////////////////////////////////
+      QContext.getQInstance().getTable(TestUtils.TABLE_NAME_LINE_ITEM)
+         .withCustomizer(TableCustomizers.POST_INSERT_RECORD, new QCodeReference(LineItemPostInsertCustomizer.class));
+
+      QContext.getQSession().withSecurityKeyValue(TestUtils.SECURITY_KEY_TYPE_STORE_ALL_ACCESS, true);
+
+      InsertInput insertInput = new InsertInput();
+      insertInput.setTableName(TestUtils.TABLE_NAME_ORDER);
+      insertInput.setRecords(List.of(new QRecord()
+         .withValue("orderNo", "10101")
+         .withAssociatedRecord("orderLine", new QRecord()
+            .withValue("sku", "ABC")
+            .withValue("quantity", 1))));
+      InsertOutput insertOutput = new InsertAction().execute(insertInput);
+
+      ///////////////////////////////////////////////////////////////////////////////////////////////////////////////
+      // make sure the order is in pending-inserts status (at one time, a bug meant that it wouldn't have been...) //
+      ///////////////////////////////////////////////////////////////////////////////////////////////////////////////
+      {
+         QRecord order = new GetAction().executeForRecord(new GetInput(TestUtils.TABLE_NAME_ORDER).withPrimaryKey(1));
+         assertEquals(AutomationStatus.PENDING_INSERT_AUTOMATIONS.getId(), order.getValue(TestUtils.standardQqqAutomationStatusField().getName()));
+         assertEquals(new BigDecimal(1), order.getValueBigDecimal("total"));
+      }
+
+      ///////////////////////////////////////////////////////////////////////////////////////////////
+      // run automations - that should... insert a second line item, but should leave the order in //
+      // automation-status = OK, to avoid perpetual re-running                                     //
+      // the line-item post-inserter should run a second time, making the order's total = 2        //
+      ///////////////////////////////////////////////////////////////////////////////////////////////
+      runAllTableActions(QContext.getQInstance());
+
+      {
+         QRecord order = new GetAction().executeForRecord(new GetInput(TestUtils.TABLE_NAME_ORDER).withPrimaryKey(1));
+         assertEquals(AutomationStatus.OK.getId(), order.getValue(TestUtils.standardQqqAutomationStatusField().getName()));
+         assertEquals(new BigDecimal(2), order.getValueBigDecimal("total"));
+      }
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public static class OrderPostInsertAction extends RecordAutomationHandler
+   {
+
+      /*******************************************************************************
+       **
+       *******************************************************************************/
+      @Override
+      public void execute(RecordAutomationInput recordAutomationInput) throws QException
+      {
+         ///////////////////////////////////////
+         // add a new line item to the orders //
+         ///////////////////////////////////////
+         List<QRecord> lineItemsToInsert = new ArrayList<>();
+         for(QRecord record : recordAutomationInput.getRecordList())
+         {
+            lineItemsToInsert.add(new QRecord()
+               .withValue("orderId", record.getValue("id"))
+               .withValue("sku", UUID.randomUUID())
+               .withValue("quantity", 1)
+            );
+         }
+         new InsertAction().execute(new InsertInput(TestUtils.TABLE_NAME_LINE_ITEM).withRecords(lineItemsToInsert));
+
+      }
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public static class LineItemPostInsertCustomizer extends AbstractPostInsertCustomizer
+   {
+      @Override
+      public List<QRecord> apply(List<QRecord> records) throws QException
+      {
+         //////////////////////////////////
+         // count line items by order id //
+         //////////////////////////////////
+         Set<Serializable> orderIds = records.stream().map(r -> r.getValue("orderId")).collect(Collectors.toSet());
+
+         GroupBy   groupByOrderId = new GroupBy(QFieldType.STRING, "orderId");
+         Aggregate countId        = new Aggregate("id", AggregateOperator.COUNT);
+
+         AggregateInput aggregateInput = new AggregateInput();
+         aggregateInput.setTableName(TestUtils.TABLE_NAME_LINE_ITEM);
+         aggregateInput.setFilter(new QQueryFilter(new QFilterCriteria("orderId", QCriteriaOperator.IN, orderIds)));
+         aggregateInput.withGroupBy(groupByOrderId);
+         aggregateInput.withAggregate(countId);
+         AggregateOutput       aggregateOutput = new AggregateAction().execute(aggregateInput);
+         Map<Integer, Integer> countByOrderId  = new HashMap<>();
+         for(AggregateResult result : aggregateOutput.getResults())
+         {
+            countByOrderId.put(ValueUtils.getValueAsInteger(result.getGroupByValue(groupByOrderId)), ValueUtils.getValueAsInteger(result.getAggregateValue(countId)));
+         }
+
+         ///////////////////////////////////
+         // update the order total fields //
+         // s/b in bulk, but, meh         //
+         ///////////////////////////////////
+         for(Integer orderId : countByOrderId.keySet())
+         {
+            UpdateInput updateInput = new UpdateInput();
+            updateInput.setTableName(TestUtils.TABLE_NAME_ORDER);
+            updateInput.setRecords(List.of(new QRecord()
+               .withValue("id", orderId)
+               .withValue("total", new BigDecimal(countByOrderId.get(orderId)))));
+            new UpdateAction().execute(updateInput);
+         }
+
+         return (records);
+      }
+   }
+
+}
diff --git a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/actions/automation/polling/PollingAutomationPerTableRunnerTest.java b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/actions/automation/polling/PollingAutomationPerTableRunnerTest.java
index d4dcb1d5..dc276b0d 100644
--- a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/actions/automation/polling/PollingAutomationPerTableRunnerTest.java
+++ b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/actions/automation/polling/PollingAutomationPerTableRunnerTest.java
@@ -46,6 +46,7 @@ import com.kingsrook.qqq.backend.core.model.actions.tables.query.QueryOutput;
 import com.kingsrook.qqq.backend.core.model.actions.tables.update.UpdateInput;
 import com.kingsrook.qqq.backend.core.model.data.QRecord;
 import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
+import com.kingsrook.qqq.backend.core.model.metadata.fields.DynamicDefaultValueBehavior;
 import com.kingsrook.qqq.backend.core.model.metadata.fields.QFieldMetaData;
 import com.kingsrook.qqq.backend.core.model.metadata.fields.QFieldType;
 import com.kingsrook.qqq.backend.core.model.metadata.processes.QProcessMetaData;
@@ -56,14 +57,11 @@ import com.kingsrook.qqq.backend.core.model.metadata.tables.automation.QTableAut
 import com.kingsrook.qqq.backend.core.model.metadata.tables.automation.TableAutomationAction;
 import com.kingsrook.qqq.backend.core.model.metadata.tables.automation.TriggerEvent;
 import com.kingsrook.qqq.backend.core.model.session.QSession;
-import com.kingsrook.qqq.backend.core.modules.backend.implementations.memory.MemoryRecordStore;
 import com.kingsrook.qqq.backend.core.processes.implementations.etl.streamedwithfrontend.ExtractViaQueryStep;
 import com.kingsrook.qqq.backend.core.processes.implementations.etl.streamedwithfrontend.LoadViaInsertStep;
 import com.kingsrook.qqq.backend.core.processes.implementations.etl.streamedwithfrontend.StreamedETLWithFrontendProcess;
 import com.kingsrook.qqq.backend.core.processes.implementations.etl.streamedwithfrontend.StreamedETLWithFrontendProcessTest;
 import com.kingsrook.qqq.backend.core.utils.TestUtils;
-import org.junit.jupiter.api.AfterEach;
-import org.junit.jupiter.api.BeforeEach;
 import org.junit.jupiter.api.Test;
 import static org.assertj.core.api.Assertions.assertThat;
 import static org.assertj.core.api.Assertions.assertThatThrownBy;
@@ -77,18 +75,6 @@ import static org.junit.jupiter.api.Assertions.assertFalse;
 class PollingAutomationPerTableRunnerTest extends BaseTest
 {
 
-   /*******************************************************************************
-    **
-    *******************************************************************************/
-   @BeforeEach
-   @AfterEach
-   void beforeAndAfterEach()
-   {
-      MemoryRecordStore.getInstance().reset();
-   }
-
-
-
    /*******************************************************************************
     ** Test a cycle that does an insert, some automations, then and an update, and more automations.
     *******************************************************************************/
@@ -200,17 +186,17 @@ class PollingAutomationPerTableRunnerTest extends BaseTest
    /*******************************************************************************
     **
     *******************************************************************************/
-   private void runAllTableActions(QInstance qInstance) throws QException
+   static void runAllTableActions(QInstance qInstance) throws QException
    {
-      List<PollingAutomationPerTableRunner.TableActions> tableActions = PollingAutomationPerTableRunner.getTableActions(qInstance, TestUtils.POLLING_AUTOMATION);
-      for(PollingAutomationPerTableRunner.TableActions tableAction : tableActions)
+      List<PollingAutomationPerTableRunner.TableActionsInterface> tableActions = PollingAutomationPerTableRunner.getTableActions(qInstance, TestUtils.POLLING_AUTOMATION);
+      for(PollingAutomationPerTableRunner.TableActionsInterface tableAction : tableActions)
       {
          PollingAutomationPerTableRunner pollingAutomationPerTableRunner = new PollingAutomationPerTableRunner(qInstance, TestUtils.POLLING_AUTOMATION, QSession::new, tableAction);
 
          /////////////////////////////////////////////////////////////////////////////////////////////////////
          // note - don't call run - it is meant to be called async - e.g., it sets & clears thread context. //
          /////////////////////////////////////////////////////////////////////////////////////////////////////
-         pollingAutomationPerTableRunner.processTableInsertOrUpdate(qInstance.getTable(tableAction.tableName()), QContext.getQSession(), tableAction.status());
+         pollingAutomationPerTableRunner.processTableInsertOrUpdate(qInstance.getTable(tableAction.tableName()), tableAction.status());
       }
    }
 
@@ -504,15 +490,15 @@ class PollingAutomationPerTableRunnerTest extends BaseTest
       //////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
       assertThatThrownBy(() ->
       {
-         List<PollingAutomationPerTableRunner.TableActions> tableActions = PollingAutomationPerTableRunner.getTableActions(qInstance, TestUtils.POLLING_AUTOMATION);
-         for(PollingAutomationPerTableRunner.TableActions tableAction : tableActions)
+         List<PollingAutomationPerTableRunner.TableActionsInterface> tableActions = PollingAutomationPerTableRunner.getTableActions(qInstance, TestUtils.POLLING_AUTOMATION);
+         for(PollingAutomationPerTableRunner.TableActionsInterface tableAction : tableActions)
          {
             PollingAutomationPerTableRunner pollingAutomationPerTableRunner = new PollingAutomationPerTableRunnerThatShouldSimulateServerShutdownMidRun(qInstance, TestUtils.POLLING_AUTOMATION, QSession::new, tableAction);
 
             /////////////////////////////////////////////////////////////////////////////////////////////////////
             // note - don't call run - it is meant to be called async - e.g., it sets & clears thread context. //
             /////////////////////////////////////////////////////////////////////////////////////////////////////
-            pollingAutomationPerTableRunner.processTableInsertOrUpdate(qInstance.getTable(tableAction.tableName()), QContext.getQSession(), tableAction.status());
+            pollingAutomationPerTableRunner.processTableInsertOrUpdate(qInstance.getTable(tableAction.tableName()), tableAction.status());
          }
       }).hasMessage(PollingAutomationPerTableRunnerThatShouldSimulateServerShutdownMidRun.EXCEPTION_MESSAGE);
 
@@ -564,7 +550,7 @@ class PollingAutomationPerTableRunnerTest extends BaseTest
       /*******************************************************************************
        **
        *******************************************************************************/
-      public PollingAutomationPerTableRunnerThatShouldSimulateServerShutdownMidRun(QInstance instance, String providerName, Supplier<QSession> sessionSupplier, TableActions tableActions)
+      public PollingAutomationPerTableRunnerThatShouldSimulateServerShutdownMidRun(QInstance instance, String providerName, Supplier<QSession> sessionSupplier, TableActionsInterface tableActions)
       {
          super(instance, providerName, sessionSupplier, tableActions);
       }
@@ -581,4 +567,82 @@ class PollingAutomationPerTableRunnerTest extends BaseTest
       }
    }
 
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testLoadingRecordTypesToEnsureClassCoverage()
+   {
+      new PollingAutomationPerTableRunner.TableActions(null, null).noopToFakeTestCoverage();
+      new PollingAutomationPerTableRunner.ShardedTableActions(null, null, null, null, null).noopToFakeTestCoverage();
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testAddOrderByToQueryFilter()
+   {
+      //////////////////////////////////////////////////////////////////////////
+      // make a table we'll test with.  just put a primary-key id on it first //
+      //////////////////////////////////////////////////////////////////////////
+      QTableMetaData table = new QTableMetaData()
+         .withPrimaryKeyField("id")
+         .withField(new QFieldMetaData("id", QFieldType.INTEGER));
+      {
+         QQueryFilter filter = new QQueryFilter();
+         PollingAutomationPerTableRunner.addOrderByToQueryFilter(table, AutomationStatus.PENDING_INSERT_AUTOMATIONS, filter);
+         assertEquals("id", filter.getOrderBys().get(0).getFieldName());
+      }
+
+      {
+         QQueryFilter filter = new QQueryFilter();
+         PollingAutomationPerTableRunner.addOrderByToQueryFilter(table, AutomationStatus.PENDING_UPDATE_AUTOMATIONS, filter);
+         assertEquals("id", filter.getOrderBys().get(0).getFieldName());
+      }
+
+      ////////////////////////////////////////////////////////////////////////////////
+      // add createDate & modifyDate fields, but not with dynamic-default-behaviors //
+      // so should still sort by id                                                 //
+      ////////////////////////////////////////////////////////////////////////////////
+      QFieldMetaData createDate = new QFieldMetaData("createDate", QFieldType.DATE_TIME);
+      QFieldMetaData modifyDate = new QFieldMetaData("modifyDate", QFieldType.DATE_TIME);
+      table.addField(createDate);
+      table.addField(modifyDate);
+      {
+         QQueryFilter filter = new QQueryFilter();
+         PollingAutomationPerTableRunner.addOrderByToQueryFilter(table, AutomationStatus.PENDING_INSERT_AUTOMATIONS, filter);
+         assertEquals("id", filter.getOrderBys().get(0).getFieldName());
+      }
+
+      {
+         QQueryFilter filter = new QQueryFilter();
+         PollingAutomationPerTableRunner.addOrderByToQueryFilter(table, AutomationStatus.PENDING_UPDATE_AUTOMATIONS, filter);
+         assertEquals("id", filter.getOrderBys().get(0).getFieldName());
+      }
+
+      /////////////////////////////////////////////////////////////////////////////////////
+      // add dynamic default value behaviors, confirm create/modify date fields are used //
+      /////////////////////////////////////////////////////////////////////////////////////
+      createDate.withBehavior(DynamicDefaultValueBehavior.CREATE_DATE);
+      modifyDate.withBehavior(DynamicDefaultValueBehavior.MODIFY_DATE);
+
+      {
+         QQueryFilter filter = new QQueryFilter();
+         PollingAutomationPerTableRunner.addOrderByToQueryFilter(table, AutomationStatus.PENDING_INSERT_AUTOMATIONS, filter);
+         assertEquals("createDate", filter.getOrderBys().get(0).getFieldName());
+      }
+
+      {
+         QQueryFilter filter = new QQueryFilter();
+         PollingAutomationPerTableRunner.addOrderByToQueryFilter(table, AutomationStatus.PENDING_UPDATE_AUTOMATIONS, filter);
+         assertEquals("modifyDate", filter.getOrderBys().get(0).getFieldName());
+      }
+
+   }
+
 }
\ No newline at end of file
diff --git a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/actions/automation/polling/StandardScheduledExecutorTest.java b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/actions/automation/polling/StandardScheduledExecutorTest.java
index 7f5681ab..57e0055d 100644
--- a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/actions/automation/polling/StandardScheduledExecutorTest.java
+++ b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/actions/automation/polling/StandardScheduledExecutorTest.java
@@ -186,9 +186,9 @@ class StandardScheduledExecutorTest extends BaseTest
     *******************************************************************************/
    private void runPollingAutomationExecutorForAwhile(QInstance qInstance, Supplier<QSession> sessionSupplier)
    {
-      List<PollingAutomationPerTableRunner.TableActions> tableActions = PollingAutomationPerTableRunner.getTableActions(qInstance, TestUtils.POLLING_AUTOMATION);
+      List<PollingAutomationPerTableRunner.TableActionsInterface> tableActions = PollingAutomationPerTableRunner.getTableActions(qInstance, TestUtils.POLLING_AUTOMATION);
       List<StandardScheduledExecutor>                    executors    = new ArrayList<>();
-      for(PollingAutomationPerTableRunner.TableActions tableAction : tableActions)
+      for(PollingAutomationPerTableRunner.TableActionsInterface tableAction : tableActions)
       {
          PollingAutomationPerTableRunner pollingAutomationPerTableRunner = new PollingAutomationPerTableRunner(qInstance, TestUtils.POLLING_AUTOMATION, sessionSupplier, tableAction);
          StandardScheduledExecutor       pollingAutomationExecutor       = new StandardScheduledExecutor(pollingAutomationPerTableRunner);
diff --git a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/actions/dashboard/AbstractHTMLWidgetRendererTest.java b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/actions/dashboard/AbstractHTMLWidgetRendererTest.java
new file mode 100644
index 00000000..22d23494
--- /dev/null
+++ b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/actions/dashboard/AbstractHTMLWidgetRendererTest.java
@@ -0,0 +1,58 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.actions.dashboard;
+
+
+import com.kingsrook.qqq.backend.core.BaseTest;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QCriteriaOperator;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QFilterCriteria;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QQueryFilter;
+import com.kingsrook.qqq.backend.core.utils.TestUtils;
+import org.junit.jupiter.api.Test;
+import static org.assertj.core.api.Assertions.assertThat;
+
+
+/*******************************************************************************
+ ** Unit test for AbstractHTMLWidgetRenderer 
+ *******************************************************************************/
+class AbstractHTMLWidgetRendererTest extends BaseTest
+{
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void test() throws QException
+   {
+      String link = AbstractHTMLWidgetRenderer.getCountLink(null, TestUtils.TABLE_NAME_PERSON, new QQueryFilter()
+         .withCriteria(new QFilterCriteria("a", QCriteriaOperator.EQUALS, 1))
+         .withCriteria(new QFilterCriteria("a", QCriteriaOperator.EQUALS, 1)), 2
+      );
+
+      ////////////////////////////////////////////////////
+      // assert that filter de-duplication is occurring //
+      ////////////////////////////////////////////////////
+      assertThat(link).doesNotMatch(".*EQUALS.*EQUALS.*");
+   }
+
+}
\ No newline at end of file
diff --git a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/actions/permissions/PermissionsHelperTest.java b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/actions/permissions/PermissionsHelperTest.java
index 3ad4da49..cb61d4f7 100644
--- a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/actions/permissions/PermissionsHelperTest.java
+++ b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/actions/permissions/PermissionsHelperTest.java
@@ -25,13 +25,17 @@ package com.kingsrook.qqq.backend.core.actions.permissions;
 import java.util.List;
 import java.util.Set;
 import com.kingsrook.qqq.backend.core.BaseTest;
+import com.kingsrook.qqq.backend.core.actions.dashboard.widgets.AbstractWidgetRenderer;
 import com.kingsrook.qqq.backend.core.actions.processes.RunProcessTest;
 import com.kingsrook.qqq.backend.core.context.QContext;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
 import com.kingsrook.qqq.backend.core.exceptions.QPermissionDeniedException;
 import com.kingsrook.qqq.backend.core.instances.QInstanceEnricher;
 import com.kingsrook.qqq.backend.core.model.actions.AbstractActionInput;
 import com.kingsrook.qqq.backend.core.model.actions.AbstractTableActionInput;
 import com.kingsrook.qqq.backend.core.model.actions.tables.insert.InsertInput;
+import com.kingsrook.qqq.backend.core.model.actions.widgets.RenderWidgetInput;
+import com.kingsrook.qqq.backend.core.model.actions.widgets.RenderWidgetOutput;
 import com.kingsrook.qqq.backend.core.model.metadata.QBackendMetaData;
 import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
 import com.kingsrook.qqq.backend.core.model.metadata.code.QCodeReference;
@@ -541,13 +545,32 @@ class PermissionsHelperTest extends BaseTest
          .withView(new QReportView().withType(ReportType.TABLE).withColumn(new QReportField("id"))));
 
       qInstance.addWidget(new QWidgetMetaData()
-         .withName(WIDGET_NAME));
+         .withName(WIDGET_NAME)
+         .withCodeReference(new QCodeReference(WidgetRenderer.class))
+      );
 
       return (qInstance);
    }
 
 
 
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public static class WidgetRenderer extends AbstractWidgetRenderer
+   {
+      /*******************************************************************************
+       **
+       *******************************************************************************/
+      @Override
+      public RenderWidgetOutput render(RenderWidgetInput input) throws QException
+      {
+         return null;
+      }
+   }
+
+
+
    /*******************************************************************************
     **
     *******************************************************************************/
diff --git a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/actions/processes/QProcessCallbackFactoryTest.java b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/actions/processes/QProcessCallbackFactoryTest.java
new file mode 100644
index 00000000..cc660cfe
--- /dev/null
+++ b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/actions/processes/QProcessCallbackFactoryTest.java
@@ -0,0 +1,58 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.actions.processes;
+
+
+import java.util.ArrayList;
+import java.util.Collections;
+import com.kingsrook.qqq.backend.core.BaseTest;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QCriteriaOperator;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QFilterCriteria;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QQueryFilter;
+import org.junit.jupiter.api.Test;
+import static org.junit.jupiter.api.Assertions.assertEquals;
+
+
+/*******************************************************************************
+ ** Unit test for QProcessCallbackFactory 
+ *******************************************************************************/
+class QProcessCallbackFactoryTest extends BaseTest
+{
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void test()
+   {
+      QProcessCallback qProcessCallback = QProcessCallbackFactory.forFilter(new QQueryFilter(new QFilterCriteria("foo", QCriteriaOperator.EQUALS, "bar")));
+
+      QQueryFilter queryFilter = qProcessCallback.getQueryFilter();
+      assertEquals(1, queryFilter.getCriteria().size());
+      assertEquals("foo", queryFilter.getCriteria().get(0).getFieldName());
+      assertEquals(QCriteriaOperator.EQUALS, queryFilter.getCriteria().get(0).getOperator());
+      assertEquals("bar", queryFilter.getCriteria().get(0).getValues().get(0));
+
+      assertEquals(Collections.emptyMap(), qProcessCallback.getFieldValues(new ArrayList<>()));
+   }
+
+}
\ No newline at end of file
diff --git a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/actions/scripts/RunAssociatedScriptActionTest.java b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/actions/scripts/RunAssociatedScriptActionTest.java
index be04f40a..bb1275b7 100644
--- a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/actions/scripts/RunAssociatedScriptActionTest.java
+++ b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/actions/scripts/RunAssociatedScriptActionTest.java
@@ -156,10 +156,10 @@ class RunAssociatedScriptActionTest extends BaseTest
       /////////////////////////////////////
       assertEquals(N, TestUtils.queryTable(ScriptLog.TABLE_NAME).size());
 
-      ////////////////////////////////////////////////////////////////////////////////////////
-      // and we should have just ran 2 inserts - for the log & logLines (even though empty) //
-      ////////////////////////////////////////////////////////////////////////////////////////
-      assertEquals(2, MemoryRecordStore.getStatistics().get(MemoryRecordStore.STAT_INSERTS_RAN));
+      /////////////////////////////////////////////////////////////////////////////////////////////////////////////
+      // and we should have just ran 1 inserts - for the log (no longer run one for empty insert of 0 log-lines) //
+      /////////////////////////////////////////////////////////////////////////////////////////////////////////////
+      assertEquals(1, MemoryRecordStore.getStatistics().get(MemoryRecordStore.STAT_INSERTS_RAN));
 
       //////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
       // and we shouldn't have run N queries (which we would have (at least), if we would have built a new Action object inside the loop) //
diff --git a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/actions/tables/InsertActionTest.java b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/actions/tables/InsertActionTest.java
index 8ac80a30..e17d6ed0 100644
--- a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/actions/tables/InsertActionTest.java
+++ b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/actions/tables/InsertActionTest.java
@@ -328,7 +328,7 @@ class InsertActionTest extends BaseTest
          // insert an order and lineItem with storeId=2 - then, reset our session to only have storeId=1 in it - and try to insert an order-line referencing that order. //
          //////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
          QContext.getQSession().withSecurityKeyValues(new HashMap<>());
-         QContext.getQSession().withSecurityKeyValues(TestUtils.SECURITY_KEY_TYPE_STORE, List.of(2));
+         QContext.getQSession().withSecurityKeyValue(TestUtils.SECURITY_KEY_TYPE_STORE, 2);
          InsertInput insertOrderInput = new InsertInput();
          insertOrderInput.setTableName(TestUtils.TABLE_NAME_ORDER);
          insertOrderInput.setRecords(List.of(new QRecord().withValue("id", 42).withValue("storeId", 2)));
@@ -342,7 +342,7 @@ class InsertActionTest extends BaseTest
          assertEquals(4200, insertLineItemOutput.getRecords().get(0).getValueInteger("id"));
 
          QContext.getQSession().withSecurityKeyValues(new HashMap<>());
-         QContext.getQSession().withSecurityKeyValues(TestUtils.SECURITY_KEY_TYPE_STORE, List.of(1));
+         QContext.getQSession().withSecurityKeyValue(TestUtils.SECURITY_KEY_TYPE_STORE, 1);
          InsertInput insertLineItemExtrinsicInput = new InsertInput();
          insertLineItemExtrinsicInput.setTableName(TestUtils.TABLE_NAME_LINE_ITEM_EXTRINSIC);
          insertLineItemExtrinsicInput.setRecords(List.of(new QRecord().withValue("lineItemId", 4200).withValue("key", "kidsCanCallYou").withValue("value", "HoJu")));
@@ -352,7 +352,7 @@ class InsertActionTest extends BaseTest
 
       {
          QContext.getQSession().withSecurityKeyValues(new HashMap<>());
-         QContext.getQSession().withSecurityKeyValues(TestUtils.SECURITY_KEY_TYPE_STORE, List.of(1));
+         QContext.getQSession().withSecurityKeyValue(TestUtils.SECURITY_KEY_TYPE_STORE, 1);
          InsertInput insertOrderInput = new InsertInput();
          insertOrderInput.setTableName(TestUtils.TABLE_NAME_ORDER);
          insertOrderInput.setRecords(List.of(new QRecord().withValue("id", 47).withValue("storeId", 1)));
@@ -450,7 +450,7 @@ class InsertActionTest extends BaseTest
          // insert an order with storeId=2 - then, reset our session to only have storeId=1 in it - and try to insert an order-line referencing that order. //
          /////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
          QContext.getQSession().withSecurityKeyValues(new HashMap<>());
-         QContext.getQSession().withSecurityKeyValues(TestUtils.SECURITY_KEY_TYPE_STORE, List.of(2));
+         QContext.getQSession().withSecurityKeyValue(TestUtils.SECURITY_KEY_TYPE_STORE, 2);
          InsertInput insertOrderInput = new InsertInput();
          insertOrderInput.setTableName(TestUtils.TABLE_NAME_ORDER);
          insertOrderInput.setRecords(List.of(new QRecord().withValue("id", 42).withValue("storeId", 2)));
@@ -458,7 +458,7 @@ class InsertActionTest extends BaseTest
          assertEquals(42, insertOrderOutput.getRecords().get(0).getValueInteger("id"));
 
          QContext.getQSession().withSecurityKeyValues(new HashMap<>());
-         QContext.getQSession().withSecurityKeyValues(TestUtils.SECURITY_KEY_TYPE_STORE, List.of(1));
+         QContext.getQSession().withSecurityKeyValue(TestUtils.SECURITY_KEY_TYPE_STORE, 1);
          InsertInput insertLineItemInput = new InsertInput();
          insertLineItemInput.setTableName(TestUtils.TABLE_NAME_LINE_ITEM);
          insertLineItemInput.setRecords(List.of(new QRecord().withValue("orderId", 42).withValue("sku", "BASIC1").withValue("quantity", 1)));
@@ -468,7 +468,7 @@ class InsertActionTest extends BaseTest
 
       {
          QContext.getQSession().withSecurityKeyValues(new HashMap<>());
-         QContext.getQSession().withSecurityKeyValues(TestUtils.SECURITY_KEY_TYPE_STORE, List.of(1));
+         QContext.getQSession().withSecurityKeyValue(TestUtils.SECURITY_KEY_TYPE_STORE, 1);
          InsertInput insertOrderInput = new InsertInput();
          insertOrderInput.setTableName(TestUtils.TABLE_NAME_ORDER);
          insertOrderInput.setRecords(List.of(new QRecord().withValue("id", 47).withValue("storeId", 1)));
diff --git a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/actions/tables/UpdateActionTest.java b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/actions/tables/UpdateActionTest.java
index 27878e2f..cd91ab96 100644
--- a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/actions/tables/UpdateActionTest.java
+++ b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/actions/tables/UpdateActionTest.java
@@ -23,6 +23,7 @@ package com.kingsrook.qqq.backend.core.actions.tables;
 
 
 import java.math.BigDecimal;
+import java.time.Instant;
 import java.util.ArrayList;
 import java.util.List;
 import java.util.Objects;
@@ -787,4 +788,59 @@ class UpdateActionTest extends BaseTest
       }
    }
 
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testUpdateDoNotUpdateModifyDate() throws QException
+   {
+      QContext.getQSession().withSecurityKeyValues(MapBuilder.of(TestUtils.SECURITY_KEY_TYPE_STORE_ALL_ACCESS, ListBuilder.of(true)));
+
+      ////////////////////////////////////////////////////
+      // create a test order and capture its modifyDate //
+      ////////////////////////////////////////////////////
+      InsertInput insertInput = new InsertInput();
+      insertInput.setTableName(TestUtils.TABLE_NAME_ORDER);
+      insertInput.setRecords(List.of(new QRecord()));
+      QRecord qRecord = new InsertAction().execute(insertInput).getRecords().get(0);
+
+      Instant initialModifyDate = qRecord.getValueInstant("modifyDate");
+      assertNotNull(initialModifyDate);
+
+      ///////////////////////////////////////////////////////////////////
+      // update the order, the modify date should be in the future now //
+      ///////////////////////////////////////////////////////////////////
+      {
+         UpdateInput updateInput = new UpdateInput();
+         updateInput.setTableName(TestUtils.TABLE_NAME_ORDER);
+         updateInput.setRecords(List.of(qRecord));
+         QRecord updatedRecord = new UpdateAction().execute(updateInput).getRecords().get(0);
+
+         Instant newModifyDate = updatedRecord.getValueInstant("modifyDate");
+         assertNotNull(initialModifyDate);
+         assertThat(initialModifyDate).isBefore(newModifyDate);
+
+         /////////////////////////////////////////////////////////////////////////////
+         // set the initial modify date to this modify date for the next test below //
+         /////////////////////////////////////////////////////////////////////////////
+         initialModifyDate = newModifyDate;
+      }
+
+      ////////////////////////////////////////////////////////////////////////////////////////////////
+      // now do an update setting flag to not update the modify date, then compare, should be equal //
+      ////////////////////////////////////////////////////////////////////////////////////////////////
+      {
+         UpdateInput updateInput = new UpdateInput();
+         updateInput.setTableName(TestUtils.TABLE_NAME_ORDER);
+         updateInput.setRecords(List.of(qRecord));
+         updateInput.setOmitModifyDateUpdate(true);
+         QRecord updatedRecord = new UpdateAction().execute(updateInput).getRecords().get(0);
+
+         Instant newModifyDate = updatedRecord.getValueInstant("modifyDate");
+         assertNotNull(initialModifyDate);
+         assertThat(initialModifyDate).isEqualTo(newModifyDate);
+      }
+   }
 }
diff --git a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/actions/tables/helpers/UpdateActionRecordSplitHelperTest.java b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/actions/tables/helpers/UpdateActionRecordSplitHelperTest.java
new file mode 100644
index 00000000..f7632dfa
--- /dev/null
+++ b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/actions/tables/helpers/UpdateActionRecordSplitHelperTest.java
@@ -0,0 +1,142 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.actions.tables.helpers;
+
+
+import java.time.Instant;
+import java.util.Collection;
+import java.util.List;
+import java.util.Set;
+import java.util.function.Function;
+import java.util.stream.Collectors;
+import com.kingsrook.qqq.backend.core.BaseTest;
+import com.kingsrook.qqq.backend.core.context.QContext;
+import com.kingsrook.qqq.backend.core.model.actions.tables.update.UpdateInput;
+import com.kingsrook.qqq.backend.core.model.data.QRecord;
+import com.kingsrook.qqq.backend.core.model.metadata.fields.QFieldMetaData;
+import com.kingsrook.qqq.backend.core.model.metadata.fields.QFieldType;
+import com.kingsrook.qqq.backend.core.model.metadata.tables.QTableMetaData;
+import com.kingsrook.qqq.backend.core.model.statusmessages.SystemErrorStatusMessage;
+import com.kingsrook.qqq.backend.core.utils.ListingHash;
+import org.junit.jupiter.api.Test;
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertFalse;
+import static org.junit.jupiter.api.Assertions.assertTrue;
+
+
+/*******************************************************************************
+ ** Unit test for UpdateActionRecordSplitHelper 
+ *******************************************************************************/
+class UpdateActionRecordSplitHelperTest extends BaseTest
+{
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void test()
+   {
+      String tableName = getClass().getSimpleName();
+      QContext.getQInstance().addTable(new QTableMetaData()
+         .withName(tableName)
+         .withField(new QFieldMetaData("id", QFieldType.INTEGER))
+         .withField(new QFieldMetaData("A", QFieldType.INTEGER))
+         .withField(new QFieldMetaData("B", QFieldType.INTEGER))
+         .withField(new QFieldMetaData("modifyDate", QFieldType.DATE_TIME)));
+
+      Instant now = Instant.now();
+      UpdateInput updateInput = new UpdateInput(tableName)
+         .withRecord(new QRecord().withValue("id", 1).withValue("A", 1))
+         .withRecord(new QRecord().withValue("id", 2).withValue("A", 2))
+         .withRecord(new QRecord().withValue("id", 3).withValue("B", 3))
+         .withRecord(new QRecord().withValue("id", 4).withValue("B", 3))
+         .withRecord(new QRecord().withValue("id", 5).withValue("B", 3))
+         .withRecord(new QRecord().withValue("id", 6).withValue("A", 4).withValue("B", 5));
+      updateInput.getRecords().forEach(r -> r.setValue("modifyDate", now));
+      UpdateActionRecordSplitHelper updateActionRecordSplitHelper = new UpdateActionRecordSplitHelper();
+      updateActionRecordSplitHelper.init(updateInput);
+      ListingHash<List<String>, QRecord> recordsByFieldBeingUpdated = updateActionRecordSplitHelper.getRecordsByFieldBeingUpdated();
+
+      Function<Collection<QRecord>, Set<Integer>> extractIds = (records) ->
+         records.stream().map(r -> r.getValueInteger("id")).collect(Collectors.toSet());
+
+      //////////////////////////////////////////////////////////////
+      // validate the grouping of records by fields-being-updated //
+      //////////////////////////////////////////////////////////////
+      assertEquals(3, recordsByFieldBeingUpdated.size());
+      assertEquals(Set.of(1, 2), extractIds.apply(recordsByFieldBeingUpdated.get(List.of("A", "modifyDate"))));
+      assertEquals(Set.of(3, 4, 5), extractIds.apply(recordsByFieldBeingUpdated.get(List.of("B", "modifyDate"))));
+      assertEquals(Set.of(6), extractIds.apply(recordsByFieldBeingUpdated.get(List.of("A", "B", "modifyDate"))));
+
+      ///////////////////////////////////////////////////////////////////
+      // validate the output records were built, in the order expected //
+      ///////////////////////////////////////////////////////////////////
+      List<QRecord> outputRecords = updateActionRecordSplitHelper.getOutputRecords();
+      for(int i = 0; i < outputRecords.size(); i++)
+      {
+         assertEquals(i + 1, outputRecords.get(i).getValueInteger("id"));
+      }
+
+      /////////////////////////////////////////////////////
+      // test the areAllValuesBeingUpdatedTheSame method //
+      /////////////////////////////////////////////////////
+      Function<List<String>, Boolean> runAreAllValuesBeingUpdatedTheSame = (fields) ->
+         UpdateActionRecordSplitHelper.areAllValuesBeingUpdatedTheSame(updateInput, recordsByFieldBeingUpdated.get(fields), fields);
+
+      assertFalse(runAreAllValuesBeingUpdatedTheSame.apply(List.of("A", "modifyDate")));
+      assertTrue(runAreAllValuesBeingUpdatedTheSame.apply(List.of("B", "modifyDate")));
+      assertTrue(runAreAllValuesBeingUpdatedTheSame.apply(List.of("A", "B", "modifyDate")));
+
+      ////////////////////////////////////////////////////////////////////
+      // make sure that the override of the logic for this method works //
+      ////////////////////////////////////////////////////////////////////
+      updateInput.setAreAllValuesBeingUpdatedTheSame(true);
+      assertTrue(runAreAllValuesBeingUpdatedTheSame.apply(List.of("A", "modifyDate")));
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testRecordsWithErrors()
+   {
+      String tableName = getClass().getSimpleName() + "WithErrors";
+      QContext.getQInstance().addTable(new QTableMetaData()
+         .withName(tableName)
+         .withField(new QFieldMetaData("id", QFieldType.INTEGER))
+         .withField(new QFieldMetaData("A", QFieldType.INTEGER)));
+
+      {
+         UpdateInput updateInput = new UpdateInput(tableName)
+            .withRecord(new QRecord().withValue("id", 1).withValue("A", 1).withError(new SystemErrorStatusMessage("error")))
+            .withRecord(new QRecord().withValue("id", 2).withValue("A", 2).withError(new SystemErrorStatusMessage("error")))
+            .withRecord(new QRecord().withValue("id", 2).withValue("A", 3).withError(new SystemErrorStatusMessage("error")));
+         UpdateActionRecordSplitHelper updateActionRecordSplitHelper = new UpdateActionRecordSplitHelper();
+         updateActionRecordSplitHelper.init(updateInput);
+         assertFalse(updateActionRecordSplitHelper.getHaveAnyWithoutErrors());
+      }
+
+   }
+
+}
\ No newline at end of file
diff --git a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/actions/values/ValueBehaviorApplierTest.java b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/actions/values/ValueBehaviorApplierTest.java
index bb5f8b13..96f9d297 100644
--- a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/actions/values/ValueBehaviorApplierTest.java
+++ b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/actions/values/ValueBehaviorApplierTest.java
@@ -24,10 +24,12 @@ package com.kingsrook.qqq.backend.core.actions.values;
 
 import java.util.List;
 import java.util.Optional;
+import java.util.Set;
 import com.kingsrook.qqq.backend.core.BaseTest;
 import com.kingsrook.qqq.backend.core.context.QContext;
 import com.kingsrook.qqq.backend.core.model.data.QRecord;
 import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
+import com.kingsrook.qqq.backend.core.model.metadata.fields.FieldBehavior;
 import com.kingsrook.qqq.backend.core.model.metadata.fields.ValueTooLongBehavior;
 import com.kingsrook.qqq.backend.core.model.metadata.tables.QTableMetaData;
 import com.kingsrook.qqq.backend.core.utils.TestUtils;
@@ -35,11 +37,14 @@ import org.junit.jupiter.api.Test;
 import static org.junit.jupiter.api.Assertions.assertEquals;
 import static org.junit.jupiter.api.Assertions.assertFalse;
 import static org.junit.jupiter.api.Assertions.assertNull;
+import static org.junit.jupiter.api.Assertions.assertTrue;
 import static org.junit.jupiter.api.Assertions.fail;
 
 
 /*******************************************************************************
- ** Unit test for ValueBehaviorApplier
+ ** Unit test for ValueBehaviorApplier - and also providing coverage for
+ ** ValueTooLongBehavior (the first implementation, which was previously in the
+ ** class under test).
  *******************************************************************************/
 class ValueBehaviorApplierTest extends BaseTest
 {
@@ -61,7 +66,7 @@ class ValueBehaviorApplierTest extends BaseTest
          new QRecord().withValue("id", 2).withValue("firstName", "John").withValue("lastName", "Last name too long").withValue("email", "john@smith.com"),
          new QRecord().withValue("id", 3).withValue("firstName", "First name too long").withValue("lastName", "Smith").withValue("email", "john.smith@emaildomainwayytolongtofit.com")
       );
-      ValueBehaviorApplier.applyFieldBehaviors(qInstance, table, recordList);
+      ValueBehaviorApplier.applyFieldBehaviors(ValueBehaviorApplier.Action.INSERT, qInstance, table, recordList, null);
 
       assertEquals("First name", getRecordById(recordList, 1).getValueString("firstName"));
       assertEquals("Last na...", getRecordById(recordList, 2).getValueString("lastName"));
@@ -71,6 +76,38 @@ class ValueBehaviorApplierTest extends BaseTest
 
 
 
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testOmitBehaviors()
+   {
+      QInstance      qInstance = QContext.getQInstance();
+      QTableMetaData table     = qInstance.getTable(TestUtils.TABLE_NAME_PERSON_MEMORY);
+      table.getField("firstName").withMaxLength(10).withBehavior(ValueTooLongBehavior.TRUNCATE);
+      table.getField("lastName").withMaxLength(10).withBehavior(ValueTooLongBehavior.TRUNCATE_ELLIPSIS);
+      table.getField("email").withMaxLength(20).withBehavior(ValueTooLongBehavior.ERROR);
+
+      List<QRecord> recordList = List.of(
+         new QRecord().withValue("id", 1).withValue("firstName", "First name too long").withValue("lastName", "Smith").withValue("email", "john@smith.com"),
+         new QRecord().withValue("id", 2).withValue("firstName", "John").withValue("lastName", "Last name too long").withValue("email", "john@smith.com"),
+         new QRecord().withValue("id", 3).withValue("firstName", "First name too long").withValue("lastName", "Smith").withValue("email", "john.smith@emaildomainwayytolongtofit.com")
+      );
+
+      Set<FieldBehavior<?>> behaviorsToOmit = Set.of(ValueTooLongBehavior.ERROR);
+      ValueBehaviorApplier.applyFieldBehaviors(ValueBehaviorApplier.Action.INSERT, qInstance, table, recordList, behaviorsToOmit);
+
+      ///////////////////////////////////////////////////////////////////////////////////////////
+      // the third error behavior was set to be omitted, so no errors should be on that record //
+      ///////////////////////////////////////////////////////////////////////////////////////////
+      assertEquals("First name", getRecordById(recordList, 1).getValueString("firstName"));
+      assertEquals("Last na...", getRecordById(recordList, 2).getValueString("lastName"));
+      assertEquals("john.smith@emaildomainwayytolongtofit.com", getRecordById(recordList, 3).getValueString("email"));
+      assertTrue(getRecordById(recordList, 3).getErrors().isEmpty());
+   }
+
+
+
    /*******************************************************************************
     **
     *******************************************************************************/
@@ -93,7 +130,7 @@ class ValueBehaviorApplierTest extends BaseTest
          new QRecord().withValue("id", 1).withValue("firstName", "First name too long").withValue("lastName", null).withValue("email", "john@smith.com"),
          new QRecord().withValue("id", 2).withValue("firstName", "").withValue("lastName", "Last name too long").withValue("email", "john@smith.com")
       );
-      ValueBehaviorApplier.applyFieldBehaviors(qInstance, table, recordList);
+      ValueBehaviorApplier.applyFieldBehaviors(ValueBehaviorApplier.Action.INSERT, qInstance, table, recordList, null);
 
       assertEquals("First name too long", getRecordById(recordList, 1).getValueString("firstName"));
       assertNull(getRecordById(recordList, 1).getValueString("lastName"));
@@ -116,4 +153,4 @@ class ValueBehaviorApplierTest extends BaseTest
       return (recordOpt.get());
    }
 
-}
\ No newline at end of file
+}
diff --git a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/adapters/CsvToQRecordAdapterTest.java b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/adapters/CsvToQRecordAdapterTest.java
index cb71a4fe..66d6e163 100644
--- a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/adapters/CsvToQRecordAdapterTest.java
+++ b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/adapters/CsvToQRecordAdapterTest.java
@@ -465,4 +465,60 @@ class CsvToQRecordAdapterTest extends BaseTest
       assertThat(qRecord.getErrors().get(0).toString()).isEqualTo("Error parsing line #2: Value [green] could not be converted to an Integer.");
    }
 
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testCsvHeadersAsFields() throws QException
+   {
+      CsvToQRecordAdapter csvToQRecordAdapter = new CsvToQRecordAdapter();
+      csvToQRecordAdapter.buildRecordsFromCsv(new CsvToQRecordAdapter.InputWrapper()
+         .withCsvHeadersAsFieldNames(true)
+         .withCaseSensitiveHeaders(true)
+         .withCsv("""
+            firstName,birthDate,favoriteShapeId
+            John,1980,1
+            Paul,1970-06-15,green
+            """));
+
+      List<QRecord> qRecords = csvToQRecordAdapter.getRecordList();
+
+      QRecord qRecord = qRecords.get(0);
+      assertEquals("John", qRecord.getValue("firstName"));
+      assertEquals("1980", qRecord.getValue("birthDate"));
+      assertEquals("1", qRecord.getValue("favoriteShapeId"));
+
+      qRecord = qRecords.get(1);
+      assertEquals("Paul", qRecord.getValue("firstName"));
+      assertEquals("1970-06-15", qRecord.getValue("birthDate"));
+      assertEquals("green", qRecord.getValue("favoriteShapeId"));
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testCsvHeadersAsFieldsDuplicatedNames() throws QException
+   {
+      CsvToQRecordAdapter csvToQRecordAdapter = new CsvToQRecordAdapter();
+      csvToQRecordAdapter.buildRecordsFromCsv(new CsvToQRecordAdapter.InputWrapper()
+         .withCsvHeadersAsFieldNames(true)
+         .withCaseSensitiveHeaders(true)
+         .withCsv("""
+            orderId,sku,sku
+            10001,BASIC1,BASIC2
+            """));
+
+      List<QRecord> qRecords = csvToQRecordAdapter.getRecordList();
+
+      QRecord qRecord = qRecords.get(0);
+      assertEquals("10001", qRecord.getValue("orderId"));
+      assertEquals("BASIC1", qRecord.getValue("sku"));
+      assertEquals("BASIC2", qRecord.getValue("sku 2"));
+   }
+
 }
diff --git a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/adapters/JsonToQRecordAdapterTest.java b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/adapters/JsonToQRecordAdapterTest.java
index 17d09492..7ee9cafe 100644
--- a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/adapters/JsonToQRecordAdapterTest.java
+++ b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/adapters/JsonToQRecordAdapterTest.java
@@ -164,6 +164,29 @@ class JsonToQRecordAdapterTest extends BaseTest
 
 
 
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   public void test_buildRecordsFromJsonWithoutTable_inputList()
+   {
+      JsonToQRecordAdapter jsonToQRecordAdapter = new JsonToQRecordAdapter();
+      List<QRecord> qRecords = jsonToQRecordAdapter.buildRecordsFromJson("""
+         [
+            { "firstName":"Tyler", "last":"Samples" },
+            { "firstName":"Tim", "lastName":"Chamberlain" }
+         ]
+         """, null, null);
+      assertNotNull(qRecords);
+      assertEquals(2, qRecords.size());
+      assertEquals("Tyler", qRecords.get(0).getValue("firstName"));
+      assertEquals("Samples", qRecords.get(0).getValue("last"));
+      assertEquals("Tim", qRecords.get(1).getValue("firstName"));
+      assertEquals("Chamberlain", qRecords.get(1).getValue("lastName"));
+   }
+
+
+
    /*******************************************************************************
     **
     *******************************************************************************/
diff --git a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/instances/QInstanceEnricherTest.java b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/instances/QInstanceEnricherTest.java
index 22e0da84..53e9ec96 100644
--- a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/instances/QInstanceEnricherTest.java
+++ b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/instances/QInstanceEnricherTest.java
@@ -29,6 +29,7 @@ import java.util.Optional;
 import com.kingsrook.qqq.backend.core.BaseTest;
 import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
 import com.kingsrook.qqq.backend.core.model.metadata.fields.AdornmentType;
+import com.kingsrook.qqq.backend.core.model.metadata.fields.DynamicDefaultValueBehavior;
 import com.kingsrook.qqq.backend.core.model.metadata.fields.FieldAdornment;
 import com.kingsrook.qqq.backend.core.model.metadata.fields.QFieldMetaData;
 import com.kingsrook.qqq.backend.core.model.metadata.fields.QFieldType;
@@ -493,4 +494,39 @@ class QInstanceEnricherTest extends BaseTest
       return (tableMetaData);
    }
 
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testCreateDateAndModifyDateBehaviors()
+   {
+      QInstance qInstance = TestUtils.defineInstance();
+      qInstance.addTable(newTable("A", "id", "createDate", "modifyDate"));
+      QTableMetaData table = qInstance.getTable("A");
+
+      ////////////////////////////////////////////////
+      // make sure behavior wasn't there by default //
+      ////////////////////////////////////////////////
+      assertNull(table.getField("createDate").getBehaviorOnlyIfSet(DynamicDefaultValueBehavior.class));
+      assertNull(table.getField("modifyDate").getBehaviorOnlyIfSet(DynamicDefaultValueBehavior.class));
+
+      //////////////////////////////////////////////////////////////////
+      // make sure if config'ing off the adding of the behavior works //
+      //////////////////////////////////////////////////////////////////
+      new QInstanceEnricher(qInstance)
+         .withConfigAddDynamicDefaultValuesToFieldsNamedCreateDateAndModifyDate(false)
+         .enrich();
+      assertNull(table.getField("createDate").getBehaviorOnlyIfSet(DynamicDefaultValueBehavior.class));
+      assertNull(table.getField("modifyDate").getBehaviorOnlyIfSet(DynamicDefaultValueBehavior.class));
+
+      /////////////////////////////////////////////////////////////////////////////////////////////
+      // make sure default value for the config (e.g., in a new enricher) is to add the behavior //
+      /////////////////////////////////////////////////////////////////////////////////////////////
+      new QInstanceEnricher(qInstance).enrich();
+      assertEquals(DynamicDefaultValueBehavior.CREATE_DATE, table.getField("createDate").getBehaviorOnlyIfSet(DynamicDefaultValueBehavior.class));
+      assertEquals(DynamicDefaultValueBehavior.MODIFY_DATE, table.getField("modifyDate").getBehaviorOnlyIfSet(DynamicDefaultValueBehavior.class));
+   }
+
 }
diff --git a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/instances/QInstanceHelpContentManagerTest.java b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/instances/QInstanceHelpContentManagerTest.java
index 123c6392..6e52c49d 100644
--- a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/instances/QInstanceHelpContentManagerTest.java
+++ b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/instances/QInstanceHelpContentManagerTest.java
@@ -25,6 +25,7 @@ package com.kingsrook.qqq.backend.core.instances;
 import java.util.List;
 import java.util.Set;
 import com.kingsrook.qqq.backend.core.BaseTest;
+import com.kingsrook.qqq.backend.core.actions.dashboard.PersonsByCreateDateBarChart;
 import com.kingsrook.qqq.backend.core.actions.tables.DeleteAction;
 import com.kingsrook.qqq.backend.core.actions.tables.InsertAction;
 import com.kingsrook.qqq.backend.core.actions.tables.UpdateAction;
@@ -37,13 +38,16 @@ import com.kingsrook.qqq.backend.core.model.helpcontent.HelpContent;
 import com.kingsrook.qqq.backend.core.model.helpcontent.HelpContentMetaDataProvider;
 import com.kingsrook.qqq.backend.core.model.helpcontent.HelpContentRole;
 import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
+import com.kingsrook.qqq.backend.core.model.metadata.dashboard.QWidgetMetaDataInterface;
 import com.kingsrook.qqq.backend.core.model.metadata.help.HelpRole;
 import com.kingsrook.qqq.backend.core.model.metadata.help.QHelpContent;
 import com.kingsrook.qqq.backend.core.model.metadata.help.QHelpRole;
+import com.kingsrook.qqq.backend.core.utils.CollectionUtils;
 import com.kingsrook.qqq.backend.core.utils.TestUtils;
 import org.junit.jupiter.api.Test;
 import static org.assertj.core.api.Assertions.assertThat;
 import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertTrue;
 
 
 /*******************************************************************************
@@ -183,6 +187,40 @@ class QInstanceHelpContentManagerTest extends BaseTest
 
 
 
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testWidget() throws QException
+   {
+      /////////////////////////////////////
+      // get the instance from base test //
+      /////////////////////////////////////
+      QInstance qInstance = QContext.getQInstance();
+      new HelpContentMetaDataProvider().defineAll(qInstance, TestUtils.MEMORY_BACKEND_NAME, null);
+
+      //////////////////////////////////////////////////////////
+      // first, assert there's no help content on the section //
+      //////////////////////////////////////////////////////////
+      QWidgetMetaDataInterface widget = qInstance.getWidget(PersonsByCreateDateBarChart.class.getSimpleName());
+      assertTrue(CollectionUtils.nullSafeIsEmpty(widget.getHelpContent()));
+
+      HelpContent recordEntity = new HelpContent()
+         .withId(1)
+         .withKey("widget:" + widget.getName() + ";slot:label")
+         .withContent("i need somebody")
+         .withRole(HelpContentRole.ALL_SCREENS.getId());
+      new InsertAction().execute(new InsertInput(HelpContent.TABLE_NAME).withRecordEntity(recordEntity));
+
+      ///////////////////////////////////////////////////////////////////////////////////////////////
+      // now - post-insert customizer should have automatically added help content to the instance //
+      ///////////////////////////////////////////////////////////////////////////////////////////////
+      assertTrue(widget.getHelpContent().containsKey("label"));
+      assertEquals("i need somebody", widget.getHelpContent().get("label").getContent());
+   }
+
+
+
    /*******************************************************************************
     **
     *******************************************************************************/
diff --git a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/instances/QInstanceValidatorTest.java b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/instances/QInstanceValidatorTest.java
index f66dfa16..b296ff25 100644
--- a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/instances/QInstanceValidatorTest.java
+++ b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/instances/QInstanceValidatorTest.java
@@ -31,6 +31,9 @@ import java.util.function.Function;
 import com.kingsrook.qqq.backend.core.BaseTest;
 import com.kingsrook.qqq.backend.core.actions.customizers.AbstractPostQueryCustomizer;
 import com.kingsrook.qqq.backend.core.actions.customizers.TableCustomizers;
+import com.kingsrook.qqq.backend.core.actions.dashboard.PersonsByCreateDateBarChart;
+import com.kingsrook.qqq.backend.core.actions.dashboard.widgets.AbstractWidgetRenderer;
+import com.kingsrook.qqq.backend.core.actions.dashboard.widgets.ParentWidgetRenderer;
 import com.kingsrook.qqq.backend.core.actions.processes.BackendStep;
 import com.kingsrook.qqq.backend.core.context.QContext;
 import com.kingsrook.qqq.backend.core.exceptions.QException;
@@ -46,6 +49,7 @@ import com.kingsrook.qqq.backend.core.model.data.QRecord;
 import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
 import com.kingsrook.qqq.backend.core.model.metadata.code.QCodeReference;
 import com.kingsrook.qqq.backend.core.model.metadata.code.QCodeType;
+import com.kingsrook.qqq.backend.core.model.metadata.dashboard.ParentWidgetMetaData;
 import com.kingsrook.qqq.backend.core.model.metadata.fields.AdornmentType;
 import com.kingsrook.qqq.backend.core.model.metadata.fields.FieldAdornment;
 import com.kingsrook.qqq.backend.core.model.metadata.fields.QFieldMetaData;
@@ -75,6 +79,7 @@ import com.kingsrook.qqq.backend.core.model.metadata.tables.QTableMetaData;
 import com.kingsrook.qqq.backend.core.model.metadata.tables.Tier;
 import com.kingsrook.qqq.backend.core.model.metadata.tables.UniqueKey;
 import com.kingsrook.qqq.backend.core.model.metadata.tables.automation.TableAutomationAction;
+import com.kingsrook.qqq.backend.core.modules.authentication.QAuthenticationModuleCustomizerInterface;
 import com.kingsrook.qqq.backend.core.processes.implementations.etl.streamedwithfrontend.AbstractTransformStep;
 import com.kingsrook.qqq.backend.core.processes.implementations.etl.streamedwithfrontend.ExtractViaQueryStep;
 import com.kingsrook.qqq.backend.core.processes.implementations.etl.streamedwithfrontend.LoadViaDeleteStep;
@@ -803,7 +808,7 @@ class QInstanceValidatorTest extends BaseTest
     **
     *******************************************************************************/
    @Test
-   void testChildNotInAnySections()
+   void testAppChildNotInAnySections()
    {
       QTableMetaData table = new QTableMetaData().withName("test")
          .withBackendName(TestUtils.DEFAULT_BACKEND_NAME)
@@ -822,6 +827,19 @@ class QInstanceValidatorTest extends BaseTest
 
 
 
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testAppUnrecognizedWidgetName()
+   {
+      QAppMetaData app = new QAppMetaData().withName("test")
+         .withWidgets(List.of("no-such-widget"));
+      assertValidationFailureReasons((qInstance) -> qInstance.addApp(app), "not a recognized widget");
+   }
+
+
+
    /*******************************************************************************
     **
     *******************************************************************************/
@@ -1622,19 +1640,30 @@ class QInstanceValidatorTest extends BaseTest
       assertValidationFailureReasons((qInstance ->
       {
          qInstance.addSecurityKeyType(new QSecurityKeyType().withName("clientId").withAllAccessKeyName("clientId"));
-      }), "More than one SecurityKeyType with name (or allAccessKeyName) of: clientId");
+      }), "More than one SecurityKeyType with name (or allAccessKeyName or nullValueBehaviorKeyName) of: clientId");
+
+      assertValidationFailureReasonsAllowingExtraReasons((qInstance ->
+      {
+         qInstance.addSecurityKeyType(new QSecurityKeyType().withName("clientId").withAllAccessKeyName("clientId").withNullValueBehaviorKeyName("clientId"));
+      }), "More than one SecurityKeyType with name (or allAccessKeyName or nullValueBehaviorKeyName) of: clientId");
 
       assertValidationFailureReasons((qInstance ->
       {
          qInstance.addSecurityKeyType(new QSecurityKeyType().withName("clientId").withAllAccessKeyName("allAccess"));
          qInstance.addSecurityKeyType(new QSecurityKeyType().withName("warehouseId").withAllAccessKeyName("allAccess"));
-      }), "More than one SecurityKeyType with name (or allAccessKeyName) of: allAccess");
+      }), "More than one SecurityKeyType with name (or allAccessKeyName or nullValueBehaviorKeyName) of: allAccess");
+
+      assertValidationFailureReasons((qInstance ->
+      {
+         qInstance.addSecurityKeyType(new QSecurityKeyType().withName("clientId").withNullValueBehaviorKeyName("nullBehavior"));
+         qInstance.addSecurityKeyType(new QSecurityKeyType().withName("warehouseId").withNullValueBehaviorKeyName("nullBehavior"));
+      }), "More than one SecurityKeyType with name (or allAccessKeyName or nullValueBehaviorKeyName) of: nullBehavior");
 
       assertValidationFailureReasons((qInstance ->
       {
          qInstance.addSecurityKeyType(new QSecurityKeyType().withName("clientId").withAllAccessKeyName("allAccess"));
          qInstance.addSecurityKeyType(new QSecurityKeyType().withName("allAccess"));
-      }), "More than one SecurityKeyType with name (or allAccessKeyName) of: allAccess");
+      }), "More than one SecurityKeyType with name (or allAccessKeyName or nullValueBehaviorKeyName) of: allAccess");
 
       assertValidationFailureReasons((qInstance -> qInstance.addSecurityKeyType(new QSecurityKeyType().withName("clientId").withPossibleValueSourceName("nonPVS"))),
          "Unrecognized possibleValueSourceName in securityKeyType");
@@ -1813,6 +1842,78 @@ class QInstanceValidatorTest extends BaseTest
 
 
 
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testAuthenticationCustomizer()
+   {
+      assertValidationSuccess((qInstance -> qInstance.getAuthentication().withCustomizer(null)));
+      assertValidationSuccess((qInstance -> qInstance.getAuthentication().withCustomizer(new QCodeReference(ValidAuthCustomizer.class))));
+      assertValidationFailureReasons((qInstance -> qInstance.getAuthentication().withCustomizer(new QCodeReference(ArrayList.class))), "not of the expected type");
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testWidgetNaming()
+   {
+      String name = PersonsByCreateDateBarChart.class.getSimpleName();
+
+      assertValidationFailureReasons((qInstance) -> qInstance.getWidget(name).withName(null),
+         "Inconsistent naming for widget");
+
+      assertValidationFailureReasons((qInstance) -> qInstance.getWidget(name).withName(""),
+         "Inconsistent naming for widget");
+
+      assertValidationFailureReasons((qInstance) -> qInstance.getWidget(name).withName("wrongName"),
+         "Inconsistent naming for widget");
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testWidgetCodeReference()
+   {
+      String name = PersonsByCreateDateBarChart.class.getSimpleName();
+
+      assertValidationFailureReasons((qInstance) -> qInstance.getWidget(name).withCodeReference(null),
+         "Missing codeReference for widget");
+
+      assertValidationFailureReasons((qInstance) -> qInstance.getWidget(name).withCodeReference(new QCodeReference(ArrayList.class)),
+         "CodeReference is not of the expected type: class " + AbstractWidgetRenderer.class.getName());
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testParentWidgets()
+   {
+      assertValidationFailureReasons((qInstance) -> qInstance.addWidget(new ParentWidgetMetaData()
+            .withName("parentWidget")
+            .withCodeReference(new QCodeReference(ParentWidgetRenderer.class))
+         ),
+         "Missing child widgets");
+
+      assertValidationFailureReasons((qInstance) -> qInstance.addWidget(new ParentWidgetMetaData()
+            .withChildWidgetNameList(List.of("noSuchWidget"))
+            .withName("parentWidget")
+            .withCodeReference(new QCodeReference(ParentWidgetRenderer.class))
+         ),
+         "Unrecognized child widget name");
+   }
+
+
+
    /*******************************************************************************
     **
     *******************************************************************************/
@@ -1987,5 +2088,13 @@ class QInstanceValidatorTest extends BaseTest
          return null;
       }
    }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public static class ValidAuthCustomizer implements QAuthenticationModuleCustomizerInterface {}
+
 }
 
diff --git a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/model/actions/audits/AuditDetailAccumulatorTest.java b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/model/actions/audits/AuditDetailAccumulatorTest.java
new file mode 100644
index 00000000..ed360ba8
--- /dev/null
+++ b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/model/actions/audits/AuditDetailAccumulatorTest.java
@@ -0,0 +1,81 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.model.actions.audits;
+
+
+import java.util.Collection;
+import com.kingsrook.qqq.backend.core.BaseTest;
+import com.kingsrook.qqq.backend.core.model.data.QRecord;
+import com.kingsrook.qqq.backend.core.utils.TestUtils;
+import org.junit.jupiter.api.Test;
+import static org.assertj.core.api.Assertions.assertThat;
+import static org.junit.jupiter.api.Assertions.assertEquals;
+
+
+/*******************************************************************************
+ ** Unit test for AuditDetailAccumulator 
+ *******************************************************************************/
+class AuditDetailAccumulatorTest extends BaseTest
+{
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void test()
+   {
+      AuditDetailAccumulator auditDetailAccumulator = new AuditDetailAccumulator("During test");
+      auditDetailAccumulator.addAuditDetail(TestUtils.TABLE_NAME_PERSON, new QRecord().withValue("id", 1701), "Something happened");
+      auditDetailAccumulator.addAuditDetail(TestUtils.TABLE_NAME_PERSON, new QRecord().withValue("id", 1701), "Something else happened");
+      auditDetailAccumulator.addAuditDetail(TestUtils.TABLE_NAME_PERSON, new QRecord().withValue("id", 74256), "Something happened here too");
+      auditDetailAccumulator.addAuditDetail(TestUtils.TABLE_NAME_ORDER, new QRecord().withValue("id", 74256), "Something happened to an order");
+
+      Collection<AuditSingleInput> auditSingleInputs = auditDetailAccumulator.getAccumulatedAuditSingleInputs();
+      assertEquals(3, auditSingleInputs.size());
+      assertThat(auditSingleInputs).anyMatch(asi -> asi.getAuditTableName().equals(TestUtils.TABLE_NAME_PERSON) && asi.getRecordId().equals(1701) && asi.getDetails().size() == 2);
+      assertThat(auditSingleInputs).anyMatch(asi -> asi.getAuditTableName().equals(TestUtils.TABLE_NAME_PERSON) && asi.getRecordId().equals(74256) && asi.getDetails().size() == 1);
+      assertThat(auditSingleInputs).anyMatch(asi -> asi.getAuditTableName().equals(TestUtils.TABLE_NAME_ORDER) && asi.getRecordId().equals(74256) && asi.getDetails().size() == 1);
+
+      auditDetailAccumulator.clear();;
+      auditSingleInputs = auditDetailAccumulator.getAccumulatedAuditSingleInputs();
+      assertEquals(0, auditSingleInputs.size());
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testContext()
+   {
+      AuditDetailAccumulator auditDetailAccumulator = new AuditDetailAccumulator("During test");
+      auditDetailAccumulator.setInContext();
+
+      AuditDetailAccumulator.getFromContext().ifPresent(ada -> ada.addAuditDetail(TestUtils.TABLE_NAME_PERSON, new QRecord().withValue("id", 1701), "Something happened"));
+
+      Collection<AuditSingleInput> auditSingleInputs = auditDetailAccumulator.getAccumulatedAuditSingleInputs();
+      assertEquals(1, auditSingleInputs.size());
+      assertThat(auditSingleInputs).anyMatch(asi -> asi.getAuditTableName().equals(TestUtils.TABLE_NAME_PERSON) && asi.getRecordId().equals(1701) && asi.getDetails().size() == 1);
+   }
+
+}
\ No newline at end of file
diff --git a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/model/data/QRecordTest.java b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/model/data/QRecordTest.java
index 8fc66dea..72f88d3e 100644
--- a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/model/data/QRecordTest.java
+++ b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/model/data/QRecordTest.java
@@ -25,6 +25,8 @@ package com.kingsrook.qqq.backend.core.model.data;
 import java.math.BigDecimal;
 import java.util.ArrayList;
 import java.util.HashMap;
+import java.util.LinkedHashMap;
+import java.util.LinkedList;
 import java.util.List;
 import java.util.Map;
 import com.kingsrook.qqq.backend.core.BaseTest;
@@ -33,6 +35,7 @@ import com.kingsrook.qqq.backend.core.utils.collections.MapBuilder;
 import org.junit.jupiter.api.Test;
 import static com.kingsrook.qqq.backend.core.model.data.QRecord.BACKEND_DETAILS_TYPE_HEAVY_FIELD_LENGTHS;
 import static com.kingsrook.qqq.backend.core.model.data.QRecord.BACKEND_DETAILS_TYPE_JSON_SOURCE_OBJECT;
+import static org.assertj.core.api.Assertions.assertThat;
 import static org.junit.jupiter.api.Assertions.assertArrayEquals;
 import static org.junit.jupiter.api.Assertions.assertEquals;
 import static org.junit.jupiter.api.Assertions.assertNotEquals;
@@ -147,6 +150,34 @@ class QRecordTest extends BaseTest
       QRecord byteArrayValue = new QRecord().withValue("myBytes", new byte[] { 65, 66, 67, 68 });
       assertArrayEquals(new byte[] { 65, 66, 67, 68 }, new QRecord(byteArrayValue).getValueByteArray("myBytes"));
 
+      ////////////////////////////////////////////
+      // qrecord as a value inside another (!?) //
+      ////////////////////////////////////////////
+      QRecord nestedQRecordValue     = new QRecord().withValue("myRecord", new QRecord().withValue("A", 1));
+      QRecord cloneWithNestedQRecord = new QRecord(nestedQRecordValue);
+      assertEquals(1, ((QRecord) cloneWithNestedQRecord.getValue("myRecord")).getValueInteger("A"));
+      assertNotSame(cloneWithNestedQRecord.getValue("myRecord"), nestedQRecordValue.getValue("myRecord"));
+
+      QRecord emptyRecord = new QRecord();
+      QRecord emptyClone  = new QRecord(emptyRecord);
+      assertNull(emptyClone.getTableName());
+      assertNull(emptyClone.getRecordLabel());
+      assertEquals(0, emptyClone.getValues().size());
+      assertEquals(0, emptyClone.getDisplayValues().size());
+      assertEquals(0, emptyClone.getBackendDetails().size());
+      assertEquals(0, emptyClone.getErrors().size());
+      assertEquals(0, emptyClone.getWarnings().size());
+      assertEquals(0, emptyClone.getAssociatedRecords().size());
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testArrayListAsValue()
+   {
       ArrayList<Integer> originalArrayList        = new ArrayList<>(List.of(1, 2, 3));
       QRecord            recordWithArrayListValue = new QRecord().withValue("myList", originalArrayList);
       QRecord            cloneWithArrayListValue  = new QRecord(recordWithArrayListValue);
@@ -162,17 +193,61 @@ class QRecordTest extends BaseTest
       //////////////////////////////////////////////////////////////////////////////////////////////////////
       originalArrayList.add(4);
       assertNotEquals(originalArrayList, cloneWithArrayListValue.getValue("myList"));
+   }
 
-      QRecord emptyRecord = new QRecord();
-      QRecord emptyClone  = new QRecord(emptyRecord);
-      assertNull(emptyClone.getTableName());
-      assertNull(emptyClone.getRecordLabel());
-      assertEquals(0, emptyClone.getValues().size());
-      assertEquals(0, emptyClone.getDisplayValues().size());
-      assertEquals(0, emptyClone.getBackendDetails().size());
-      assertEquals(0, emptyClone.getErrors().size());
-      assertEquals(0, emptyClone.getWarnings().size());
-      assertEquals(0, emptyClone.getAssociatedRecords().size());
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testLinkedListAsValue()
+   {
+      LinkedList<Integer> originalLinkedList        = new LinkedList<>(List.of(1, 2, 3));
+      QRecord             recordWithLinkedListValue = new QRecord().withValue("myList", originalLinkedList);
+      QRecord             cloneWithLinkedListValue  = new QRecord(recordWithLinkedListValue);
+
+      ////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+      // the clone list and original list should be equals (have contents that are equals), but not be the same (reference) //
+      ////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+      assertEquals(List.of(1, 2, 3), cloneWithLinkedListValue.getValue("myList"));
+      assertNotSame(originalLinkedList, cloneWithLinkedListValue.getValue("myList"));
+
+      //////////////////////////////////////////////////////////////////////////////////////////////////////
+      // make sure a change to the original list doesn't change the cloned list (as it was cloned deeply) //
+      //////////////////////////////////////////////////////////////////////////////////////////////////////
+      originalLinkedList.add(4);
+      assertNotEquals(originalLinkedList, cloneWithLinkedListValue.getValue("myList"));
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testMapAsValue()
+   {
+      LinkedHashMap<String, Integer> originalMap        = new LinkedHashMap<>(Map.of("one", 1, "two", 2, "three", 3));
+      QRecord                        recordWithMapValue = new QRecord().withValue("myMap", originalMap);
+      QRecord                        cloneWithMapValue  = new QRecord(recordWithMapValue);
+
+      //////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+      // the clone map and original map should be equals (have contents that are equals), but not be the same (reference) //
+      //////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+      assertEquals(originalMap, cloneWithMapValue.getValue("myMap"));
+      assertNotSame(originalMap, cloneWithMapValue.getValue("myMap"));
+
+      //////////////////////////////////////////////////////////
+      // make sure we re-created it as the same subtype (LHM) //
+      //////////////////////////////////////////////////////////
+      assertThat(cloneWithMapValue.getValue("myMap")).isInstanceOf(LinkedHashMap.class);
+
+      //////////////////////////////////////////////////////////////////////////////////////////////////////
+      // make sure a change to the original list doesn't change the cloned list (as it was cloned deeply) //
+      //////////////////////////////////////////////////////////////////////////////////////////////////////
+      originalMap.put("four", 4);
+      assertNotEquals(originalMap, cloneWithMapValue.getValue("myMap"));
    }
 
 }
\ No newline at end of file
diff --git a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/model/metadata/MetaDataProducerHelperTest.java b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/model/metadata/MetaDataProducerHelperTest.java
index ab1ae66f..84f70562 100644
--- a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/model/metadata/MetaDataProducerHelperTest.java
+++ b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/model/metadata/MetaDataProducerHelperTest.java
@@ -22,7 +22,7 @@
 package com.kingsrook.qqq.backend.core.model.metadata;
 
 
-import java.io.IOException;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
 import com.kingsrook.qqq.backend.core.model.metadata.producers.TestAbstractMetaDataProducer;
 import com.kingsrook.qqq.backend.core.model.metadata.producers.TestDisabledMetaDataProducer;
 import com.kingsrook.qqq.backend.core.model.metadata.producers.TestImplementsMetaDataProducer;
@@ -44,7 +44,7 @@ class MetaDataProducerHelperTest
     **
     *******************************************************************************/
    @Test
-   void test() throws IOException
+   void test() throws QException
    {
       QInstance qInstance = new QInstance();
       MetaDataProducerHelper.processAllMetaDataProducersInPackage(qInstance, "com.kingsrook.qqq.backend.core.model.metadata.producers");
diff --git a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/model/metadata/fields/DynamicDefaultValueBehaviorTest.java b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/model/metadata/fields/DynamicDefaultValueBehaviorTest.java
new file mode 100644
index 00000000..ad07b882
--- /dev/null
+++ b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/model/metadata/fields/DynamicDefaultValueBehaviorTest.java
@@ -0,0 +1,159 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.model.metadata.fields;
+
+
+import java.time.LocalDate;
+import java.util.List;
+import java.util.Set;
+import com.kingsrook.qqq.backend.core.BaseTest;
+import com.kingsrook.qqq.backend.core.actions.values.ValueBehaviorApplier;
+import com.kingsrook.qqq.backend.core.context.QContext;
+import com.kingsrook.qqq.backend.core.model.data.QRecord;
+import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
+import com.kingsrook.qqq.backend.core.model.metadata.tables.QTableMetaData;
+import com.kingsrook.qqq.backend.core.utils.TestUtils;
+import org.junit.jupiter.api.Test;
+import static org.assertj.core.api.Assertions.assertThat;
+import static org.junit.jupiter.api.Assertions.assertNotNull;
+import static org.junit.jupiter.api.Assertions.assertNull;
+
+
+/*******************************************************************************
+ ** Unit test for DynamicDefaultValueBehavior
+ *******************************************************************************/
+class DynamicDefaultValueBehaviorTest extends BaseTest
+{
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testCreateDateHappyPath()
+   {
+      QInstance      qInstance = QContext.getQInstance();
+      QTableMetaData table     = qInstance.getTable(TestUtils.TABLE_NAME_PERSON_MEMORY);
+
+      QRecord record = new QRecord().withValue("id", 1);
+      ValueBehaviorApplier.applyFieldBehaviors(ValueBehaviorApplier.Action.INSERT, qInstance, table, List.of(record), null);
+
+      assertNotNull(record.getValue("createDate"));
+      assertNotNull(record.getValue("modifyDate"));
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testModifyDateHappyPath()
+   {
+      QInstance      qInstance = QContext.getQInstance();
+      QTableMetaData table     = qInstance.getTable(TestUtils.TABLE_NAME_PERSON_MEMORY);
+
+      QRecord record = new QRecord().withValue("id", 1);
+      ValueBehaviorApplier.applyFieldBehaviors(ValueBehaviorApplier.Action.UPDATE, qInstance, table, List.of(record), null);
+
+      assertNull(record.getValue("createDate"));
+      assertNotNull(record.getValue("modifyDate"));
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testOmitModifyDateUpdate()
+   {
+      QInstance      qInstance = QContext.getQInstance();
+      QTableMetaData table     = qInstance.getTable(TestUtils.TABLE_NAME_PERSON_MEMORY);
+
+      Set<FieldBehavior<?>> behaviorsToOmit = Set.of(DynamicDefaultValueBehavior.MODIFY_DATE);
+      QRecord               record          = new QRecord().withValue("id", 1);
+      ValueBehaviorApplier.applyFieldBehaviors(ValueBehaviorApplier.Action.UPDATE, qInstance, table, List.of(record), behaviorsToOmit);
+
+      assertNull(record.getValue("createDate"));
+      assertNull(record.getValue("modifyDate"));
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testNone()
+   {
+      QInstance      qInstance = QContext.getQInstance();
+      QTableMetaData table     = qInstance.getTable(TestUtils.TABLE_NAME_PERSON_MEMORY);
+      table.getField("createDate").withBehavior(DynamicDefaultValueBehavior.NONE);
+      table.getField("modifyDate").withBehavior(DynamicDefaultValueBehavior.NONE);
+
+      QRecord record = new QRecord().withValue("id", 1);
+
+      ValueBehaviorApplier.applyFieldBehaviors(ValueBehaviorApplier.Action.INSERT, qInstance, table, List.of(record), null);
+      assertNull(record.getValue("createDate"));
+      assertNull(record.getValue("modifyDate"));
+
+      ValueBehaviorApplier.applyFieldBehaviors(ValueBehaviorApplier.Action.UPDATE, qInstance, table, List.of(record), null);
+      assertNull(record.getValue("createDate"));
+      assertNull(record.getValue("modifyDate"));
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testDateInsteadOfDateTimeField()
+   {
+      QInstance      qInstance = QContext.getQInstance();
+      QTableMetaData table     = qInstance.getTable(TestUtils.TABLE_NAME_PERSON_MEMORY);
+      table.getField("createDate").withType(QFieldType.DATE);
+
+      QRecord record = new QRecord().withValue("id", 1);
+      ValueBehaviorApplier.applyFieldBehaviors(ValueBehaviorApplier.Action.INSERT, qInstance, table, List.of(record), null);
+      assertNotNull(record.getValue("createDate"));
+      assertThat(record.getValue("createDate")).isInstanceOf(LocalDate.class);
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testNonDateField()
+   {
+      QInstance      qInstance = QContext.getQInstance();
+      QTableMetaData table     = qInstance.getTable(TestUtils.TABLE_NAME_PERSON_MEMORY);
+      table.getField("firstName").withBehavior(DynamicDefaultValueBehavior.CREATE_DATE);
+
+      QRecord record = new QRecord().withValue("id", 1);
+      ValueBehaviorApplier.applyFieldBehaviors(ValueBehaviorApplier.Action.INSERT, qInstance, table, List.of(record), null);
+      assertNull(record.getValue("firstName"));
+   }
+
+}
diff --git a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/model/metadata/fields/QFieldMetaDataTest.java b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/model/metadata/fields/QFieldMetaDataTest.java
new file mode 100644
index 00000000..f8dacf15
--- /dev/null
+++ b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/model/metadata/fields/QFieldMetaDataTest.java
@@ -0,0 +1,71 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.model.metadata.fields;
+
+
+import com.kingsrook.qqq.backend.core.BaseTest;
+import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
+import com.kingsrook.qqq.backend.core.utils.CollectionUtils;
+import org.junit.jupiter.api.Test;
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertNull;
+import static org.junit.jupiter.api.Assertions.assertTrue;
+
+
+/*******************************************************************************
+ ** Unit test for QFieldMetaData 
+ *******************************************************************************/
+class QFieldMetaDataTest extends BaseTest
+{
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testFieldBehaviors()
+   {
+      /////////////////////////////////////////
+      // create field - assert default state //
+      /////////////////////////////////////////
+      QFieldMetaData field = new QFieldMetaData("createDate", QFieldType.DATE_TIME);
+      assertTrue(CollectionUtils.nullSafeIsEmpty(field.getBehaviors()));
+      assertNull(field.getBehaviorOnlyIfSet(DynamicDefaultValueBehavior.class));
+      assertEquals(DynamicDefaultValueBehavior.NONE, field.getBehaviorOrDefault(new QInstance(), DynamicDefaultValueBehavior.class));
+
+      //////////////////////////////////////
+      // add NONE behavior - assert state //
+      //////////////////////////////////////
+      field.withBehavior(DynamicDefaultValueBehavior.NONE);
+      assertEquals(1, field.getBehaviors().size());
+      assertEquals(DynamicDefaultValueBehavior.NONE, field.getBehaviorOnlyIfSet(DynamicDefaultValueBehavior.class));
+      assertEquals(DynamicDefaultValueBehavior.NONE, field.getBehaviorOrDefault(new QInstance(), DynamicDefaultValueBehavior.class));
+
+      /////////////////////////////////////////////////////////
+      // replace behavior - assert it got rid of the old one //
+      /////////////////////////////////////////////////////////
+      field.withBehavior(DynamicDefaultValueBehavior.CREATE_DATE);
+      assertEquals(1, field.getBehaviors().size());
+      assertEquals(DynamicDefaultValueBehavior.CREATE_DATE, field.getBehaviorOnlyIfSet(DynamicDefaultValueBehavior.class));
+      assertEquals(DynamicDefaultValueBehavior.CREATE_DATE, field.getBehaviorOrDefault(new QInstance(), DynamicDefaultValueBehavior.class));
+   }
+
+}
\ No newline at end of file
diff --git a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/model/metadata/security/NullValueBehaviorUtilTest.java b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/model/metadata/security/NullValueBehaviorUtilTest.java
new file mode 100644
index 00000000..ee33b03f
--- /dev/null
+++ b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/model/metadata/security/NullValueBehaviorUtilTest.java
@@ -0,0 +1,84 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.model.metadata.security;
+
+
+import java.util.List;
+import java.util.Map;
+import com.kingsrook.qqq.backend.core.BaseTest;
+import com.kingsrook.qqq.backend.core.context.QContext;
+import com.kingsrook.qqq.backend.core.utils.TestUtils;
+import org.junit.jupiter.api.Test;
+import static org.junit.jupiter.api.Assertions.assertEquals;
+
+
+/*******************************************************************************
+ ** Unit test for NullValueBehaviorUtil 
+ *******************************************************************************/
+class NullValueBehaviorUtilTest extends BaseTest
+{
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void test()
+   {
+      ////////////////////////////////////////////////////////////////////////////////////////
+      // if session doesn't have a null-value key, then always get back the lock's behavior //
+      ////////////////////////////////////////////////////////////////////////////////////////
+      for(RecordSecurityLock.NullValueBehavior lockNullValueBehavior : RecordSecurityLock.NullValueBehavior.values())
+      {
+         assertEquals(lockNullValueBehavior, NullValueBehaviorUtil.getEffectiveNullValueBehavior(new RecordSecurityLock()
+            .withSecurityKeyType(TestUtils.SECURITY_KEY_TYPE_STORE)
+            .withNullValueBehavior(lockNullValueBehavior)));
+      }
+
+      /////////////////////////////////////////////////////////////////////
+      // if session DOES have a null-value key, then always gete it back //
+      /////////////////////////////////////////////////////////////////////
+      for(RecordSecurityLock.NullValueBehavior sessionNullValueBehavior : RecordSecurityLock.NullValueBehavior.values())
+      {
+         QContext.getQSession().withSecurityKeyValues(Map.of(TestUtils.SECURITY_KEY_TYPE_STORE_NULL_BEHAVIOR, List.of(sessionNullValueBehavior.toString())));
+
+         for(RecordSecurityLock.NullValueBehavior lockNullValueBehavior : RecordSecurityLock.NullValueBehavior.values())
+         {
+            assertEquals(sessionNullValueBehavior, NullValueBehaviorUtil.getEffectiveNullValueBehavior(new RecordSecurityLock()
+               .withSecurityKeyType(TestUtils.SECURITY_KEY_TYPE_STORE)
+               .withNullValueBehavior(lockNullValueBehavior)));
+         }
+      }
+
+      ////////////////////////////////////////////////////////////////////
+      // if session has an invalid key, always get back lock's behavior //
+      ////////////////////////////////////////////////////////////////////
+      for(RecordSecurityLock.NullValueBehavior lockNullValueBehavior : RecordSecurityLock.NullValueBehavior.values())
+      {
+         QContext.getQSession().withSecurityKeyValues(Map.of(TestUtils.SECURITY_KEY_TYPE_STORE_NULL_BEHAVIOR, List.of("xyz")));
+
+         assertEquals(lockNullValueBehavior, NullValueBehaviorUtil.getEffectiveNullValueBehavior(new RecordSecurityLock()
+            .withSecurityKeyType(TestUtils.SECURITY_KEY_TYPE_STORE)
+            .withNullValueBehavior(lockNullValueBehavior)));
+      }
+   }
+
+}
\ No newline at end of file
diff --git a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/model/session/QSessionTest.java b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/model/session/QSessionTest.java
index da1d0ba0..cd676342 100644
--- a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/model/session/QSessionTest.java
+++ b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/model/session/QSessionTest.java
@@ -52,7 +52,8 @@ class QSessionTest extends BaseTest
       assertEquals(List.of(1701), session.getSecurityKeyValues("warehouseId"));
       assertEquals(List.of(), session.getSecurityKeyValues("tenantId"));
 
-      session.withSecurityKeyValues("clientId", List.of(256, 512));
+      session.withSecurityKeyValue("clientId", 256);
+      session.withSecurityKeyValue("clientId", 512);
       for(int i : List.of(42, 47, 256, 512))
       {
          assertTrue(session.hasSecurityKeyValue("clientId", i), "Should contain: " + i);
diff --git a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/modules/authentication/implementations/Auth0AuthenticationModuleTest.java b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/modules/authentication/implementations/Auth0AuthenticationModuleTest.java
index e056889e..fe2fed53 100644
--- a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/modules/authentication/implementations/Auth0AuthenticationModuleTest.java
+++ b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/modules/authentication/implementations/Auth0AuthenticationModuleTest.java
@@ -22,6 +22,7 @@
 package com.kingsrook.qqq.backend.core.modules.authentication.implementations;
 
 
+import java.io.Serializable;
 import java.time.Instant;
 import java.time.temporal.ChronoUnit;
 import java.util.Base64;
@@ -36,7 +37,9 @@ import com.kingsrook.qqq.backend.core.instances.QMetaDataVariableInterpreter;
 import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
 import com.kingsrook.qqq.backend.core.model.metadata.authentication.Auth0AuthenticationMetaData;
 import com.kingsrook.qqq.backend.core.model.metadata.authentication.QAuthenticationMetaData;
+import com.kingsrook.qqq.backend.core.model.metadata.code.QCodeReference;
 import com.kingsrook.qqq.backend.core.model.session.QSession;
+import com.kingsrook.qqq.backend.core.modules.authentication.QAuthenticationModuleCustomizerInterface;
 import com.kingsrook.qqq.backend.core.state.InMemoryStateProvider;
 import com.kingsrook.qqq.backend.core.state.SimpleStateKey;
 import com.kingsrook.qqq.backend.core.utils.CollectionUtils;
@@ -354,7 +357,7 @@ public class Auth0AuthenticationModuleTest extends BaseTest
            "iat": 1673379451
          }
          """);
-      Auth0AuthenticationModule.setSecurityKeysInSessionFromJwtPayload(qInstance, payload, qSession);
+      new Auth0AuthenticationModule().setSecurityKeysInSessionFromJwtPayload(qInstance, payload, qSession);
       assertEquals(List.of("true"), qSession.getSecurityKeyValues("storeAllAccess"));
 
       /////////////////////////////////////////////
@@ -373,7 +376,7 @@ public class Auth0AuthenticationModuleTest extends BaseTest
            "iat": 1673379451
          }
          """);
-      Auth0AuthenticationModule.setSecurityKeysInSessionFromJwtPayload(qInstance, payload, qSession);
+      new Auth0AuthenticationModule().setSecurityKeysInSessionFromJwtPayload(qInstance, payload, qSession);
       assertEquals(List.of("2"), qSession.getSecurityKeyValues("store"));
 
       //////////////////////////
@@ -394,7 +397,7 @@ public class Auth0AuthenticationModuleTest extends BaseTest
            "iat": 1673379451
          }
          """);
-      Auth0AuthenticationModule.setSecurityKeysInSessionFromJwtPayload(qInstance, payload, qSession);
+      new Auth0AuthenticationModule().setSecurityKeysInSessionFromJwtPayload(qInstance, payload, qSession);
       assertEquals(List.of("3", "4", "5"), qSession.getSecurityKeyValues("store"));
       assertEquals(List.of("internal"), qSession.getSecurityKeyValues("internalOrExternal"));
 
@@ -409,7 +412,7 @@ public class Auth0AuthenticationModuleTest extends BaseTest
            "iat": 1673379451
          }
          """);
-      Auth0AuthenticationModule.setSecurityKeysInSessionFromJwtPayload(qInstance, payload, qSession);
+      new Auth0AuthenticationModule().setSecurityKeysInSessionFromJwtPayload(qInstance, payload, qSession);
       assertTrue(CollectionUtils.nullSafeIsEmpty(qSession.getSecurityKeyValues()));
 
       /////////////////////////////////////////////////////
@@ -428,7 +431,7 @@ public class Auth0AuthenticationModuleTest extends BaseTest
            "iat": 1673379451
          }
          """);
-      Auth0AuthenticationModule.setSecurityKeysInSessionFromJwtPayload(qInstance, payload, qSession);
+      new Auth0AuthenticationModule().setSecurityKeysInSessionFromJwtPayload(qInstance, payload, qSession);
       assertTrue(CollectionUtils.nullSafeIsEmpty(qSession.getSecurityKeyValues()));
    }
 
@@ -491,4 +494,73 @@ public class Auth0AuthenticationModuleTest extends BaseTest
       assertEquals("123456******", maskForLog("1234567890"));
    }
 
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testCustomizer()
+   {
+      QInstance qInstance = QContext.getQInstance();
+      qInstance.setAuthentication(new Auth0AuthenticationMetaData()
+         .withCustomizer(new QCodeReference(Customizer.class)));
+
+      {
+         /////////////////////////////////////////////////////////////////
+         // baseline case - value in json becomes value in security key //
+         /////////////////////////////////////////////////////////////////
+         QSession qSession = new QSession();
+         JSONObject payload = new JSONObject("""
+            {
+              "com.kingsrook.qqq.app_metadata": {
+                "securityKeyValues": {
+                   "store": "1"
+                }
+              }
+            }
+            """);
+         new Auth0AuthenticationModule().setSecurityKeysInSessionFromJwtPayload(qInstance, payload, qSession);
+         assertEquals(List.of("1"), qSession.getSecurityKeyValues("store"));
+      }
+
+      {
+         QSession qSession = new QSession();
+         JSONObject payload = new JSONObject("""
+            {
+              "com.kingsrook.qqq.app_metadata": {
+                "securityKeyValues": {
+                   "store": "oddDigits"
+                }
+              }
+            }
+            """);
+         new Auth0AuthenticationModule().setSecurityKeysInSessionFromJwtPayload(qInstance, payload, qSession);
+         assertEquals(List.of("1", "3", "5", "7", "9"), qSession.getSecurityKeyValues("store"));
+      }
+   }
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public static class Customizer implements QAuthenticationModuleCustomizerInterface
+   {
+      @Override
+      public void addSecurityKeyValueToSession(QSession session, String keyName, Serializable value)
+      {
+         if("oddDigits".equals(value))
+         {
+            for(String oddValue : List.of("1", "3", "5", "7", "9"))
+            {
+               QAuthenticationModuleCustomizerInterface.super.addSecurityKeyValueToSession(session, keyName, oddValue);
+            }
+         }
+         else
+         {
+            QAuthenticationModuleCustomizerInterface.super.addSecurityKeyValueToSession(session, keyName, value);
+         }
+      }
+   }
+
 }
diff --git a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/processes/implementations/automation/HealBadRecordAutomationStatusesProcessStepTest.java b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/processes/implementations/automation/HealBadRecordAutomationStatusesProcessStepTest.java
new file mode 100644
index 00000000..caf74762
--- /dev/null
+++ b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/processes/implementations/automation/HealBadRecordAutomationStatusesProcessStepTest.java
@@ -0,0 +1,270 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.processes.implementations.automation;
+
+
+import java.time.Instant;
+import java.time.temporal.ChronoUnit;
+import java.util.List;
+import java.util.Map;
+import com.kingsrook.qqq.backend.core.BaseTest;
+import com.kingsrook.qqq.backend.core.actions.automation.AutomationStatus;
+import com.kingsrook.qqq.backend.core.actions.automation.RecordAutomationStatusUpdater;
+import com.kingsrook.qqq.backend.core.actions.tables.InsertAction;
+import com.kingsrook.qqq.backend.core.actions.tables.QueryAction;
+import com.kingsrook.qqq.backend.core.context.QContext;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.model.actions.processes.RunBackendStepInput;
+import com.kingsrook.qqq.backend.core.model.actions.processes.RunBackendStepOutput;
+import com.kingsrook.qqq.backend.core.model.actions.tables.insert.InsertInput;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QueryInput;
+import com.kingsrook.qqq.backend.core.model.data.QRecord;
+import com.kingsrook.qqq.backend.core.model.metadata.fields.DynamicDefaultValueBehavior;
+import com.kingsrook.qqq.backend.core.utils.TestUtils;
+import org.junit.jupiter.api.Test;
+import static org.assertj.core.api.Assertions.assertThat;
+import static org.junit.jupiter.api.Assertions.assertEquals;
+
+
+/*******************************************************************************
+ ** Unit test for HealBadRecordAutomationStatusesProcessStep 
+ *******************************************************************************/
+class HealBadRecordAutomationStatusesProcessStepTest extends BaseTest
+{
+   private static String tableName = TestUtils.TABLE_NAME_PERSON_MEMORY;
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testTwoFailedUpdates() throws QException
+   {
+      new InsertAction().execute(new InsertInput(tableName).withRecords(List.of(new QRecord(), new QRecord())));
+      List<QRecord> records = queryAllRecords();
+      RecordAutomationStatusUpdater.setAutomationStatusInRecordsAndUpdate(QContext.getQInstance().getTable(tableName), records, AutomationStatus.FAILED_UPDATE_AUTOMATIONS, null);
+
+      assertThat(queryAllRecords()).allMatch(r -> AutomationStatus.FAILED_UPDATE_AUTOMATIONS.getId().equals(getAutomationStatus(r)));
+
+      RunBackendStepOutput output = runProcessStep();
+
+      assertEquals(2, output.getValueInteger("totalRecordsUpdated"));
+      assertThat(queryAllRecords()).allMatch(r -> AutomationStatus.PENDING_UPDATE_AUTOMATIONS.getId().equals(getAutomationStatus(r)));
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testOneFailedUpdateOneFailedInsert() throws QException
+   {
+      new InsertAction().execute(new InsertInput(tableName).withRecords(List.of(new QRecord(), new QRecord())));
+      List<QRecord> records = queryAllRecords();
+      RecordAutomationStatusUpdater.setAutomationStatusInRecordsAndUpdate(QContext.getQInstance().getTable(tableName), records.subList(0, 1), AutomationStatus.FAILED_UPDATE_AUTOMATIONS, null);
+      RecordAutomationStatusUpdater.setAutomationStatusInRecordsAndUpdate(QContext.getQInstance().getTable(tableName), records.subList(1, 2), AutomationStatus.FAILED_INSERT_AUTOMATIONS, null);
+
+      assertThat(queryAllRecords())
+         .anyMatch(r -> AutomationStatus.FAILED_UPDATE_AUTOMATIONS.getId().equals(getAutomationStatus(r)))
+         .anyMatch(r -> AutomationStatus.FAILED_INSERT_AUTOMATIONS.getId().equals(getAutomationStatus(r)));
+
+      RunBackendStepOutput output = runProcessStep();
+
+      assertEquals(2, output.getValueInteger("totalRecordsUpdated"));
+      assertThat(queryAllRecords())
+         .anyMatch(r -> AutomationStatus.PENDING_UPDATE_AUTOMATIONS.getId().equals(getAutomationStatus(r)))
+         .anyMatch(r -> AutomationStatus.PENDING_INSERT_AUTOMATIONS.getId().equals(getAutomationStatus(r)));
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testOldRunningUpdates() throws QException
+   {
+      /////////////////////////////////////////////////
+      // temporarily remove the modify-date behavior //
+      /////////////////////////////////////////////////
+      QContext.getQInstance().getTable(tableName).getField("modifyDate").withBehavior(DynamicDefaultValueBehavior.NONE);
+
+      //////////////////////////////////////////////////////////////////////////
+      // insert 2 records, one with an old modifyDate, one with 6 minutes ago //
+      //////////////////////////////////////////////////////////////////////////
+      new InsertAction().execute(new InsertInput(tableName).withRecords(List.of(
+         new QRecord().withValue("firstName", "Darin").withValue("modifyDate", Instant.parse("2023-01-01T12:00:00Z")),
+         new QRecord().withValue("firstName", "Tim").withValue("modifyDate", Instant.now().minus(6, ChronoUnit.MINUTES))
+      )));
+      List<QRecord> records = queryAllRecords();
+
+      ///////////////////////////////////////////////////////
+      // put those records both in status: running-updates //
+      ///////////////////////////////////////////////////////
+      RecordAutomationStatusUpdater.setAutomationStatusInRecordsAndUpdate(QContext.getQInstance().getTable(tableName), records, AutomationStatus.RUNNING_UPDATE_AUTOMATIONS, null);
+
+      assertThat(queryAllRecords())
+         .allMatch(r -> AutomationStatus.RUNNING_UPDATE_AUTOMATIONS.getId().equals(getAutomationStatus(r)));
+
+      /////////////////////////////////////
+      // restore the modifyDate behavior //
+      /////////////////////////////////////
+      QContext.getQInstance().getTable(tableName).getField("modifyDate").withBehavior(DynamicDefaultValueBehavior.MODIFY_DATE);
+
+      /////////////////////////
+      // run code under test //
+      /////////////////////////
+      RunBackendStepOutput output = runProcessStep();
+
+      /////////////////////////////////////////////////////////////////////////////////////////////
+      // assert we updated 1 (the old one) to pending-updates, the other left as running-updates //
+      /////////////////////////////////////////////////////////////////////////////////////////////
+      assertEquals(1, output.getValueInteger("totalRecordsUpdated"));
+      assertThat(queryAllRecords())
+         .anyMatch(r -> AutomationStatus.PENDING_UPDATE_AUTOMATIONS.getId().equals(getAutomationStatus(r)))
+         .anyMatch(r -> AutomationStatus.RUNNING_UPDATE_AUTOMATIONS.getId().equals(getAutomationStatus(r)));
+
+      /////////////////////////////////
+      // re-run, with 3-minute limit //
+      /////////////////////////////////
+      output = runProcessStep(new RunBackendStepInput().withValues(Map.of("minutesOldLimit", 3)));
+
+      /////////////////////////////////////////////////////////////////
+      // assert that one updated too, and all are now pending-update //
+      /////////////////////////////////////////////////////////////////
+      assertEquals(1, output.getValueInteger("totalRecordsUpdated"));
+      assertThat(queryAllRecords())
+         .allMatch(r -> AutomationStatus.PENDING_UPDATE_AUTOMATIONS.getId().equals(getAutomationStatus(r)));
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testOldRunningInserts() throws QException
+   {
+      ///////////////////////////////////////////////////////////////
+      // temporarily remove the create-date & modify-date behavior //
+      ///////////////////////////////////////////////////////////////
+      QContext.getQInstance().getTable(tableName).getField("modifyDate").withBehavior(DynamicDefaultValueBehavior.NONE);
+      QContext.getQInstance().getTable(tableName).getField("createDate").withBehavior(DynamicDefaultValueBehavior.NONE);
+
+      //////////////////////////////////////////////////////////////////////////
+      // insert 2 records, one with an old createDate, one with 6 minutes ago //
+      // but set both with modifyDate very recent                             //
+      //////////////////////////////////////////////////////////////////////////
+      Instant old    = Instant.parse("2023-01-01T12:00:00Z");
+      Instant recent = Instant.now().minus(6, ChronoUnit.MINUTES);
+      new InsertAction().execute(new InsertInput(tableName).withRecords(List.of(
+         new QRecord().withValue("firstName", "Darin").withValue("createDate", old).withValue("modifyDate", recent),
+         new QRecord().withValue("firstName", "Tim").withValue("createDate", recent).withValue("modifyDate", recent)
+      )));
+      List<QRecord> records = queryAllRecords();
+
+      ///////////////////////////////////////////////////////
+      // put those records both in status: running-inserts //
+      ///////////////////////////////////////////////////////
+      RecordAutomationStatusUpdater.setAutomationStatusInRecordsAndUpdate(QContext.getQInstance().getTable(tableName), records, AutomationStatus.RUNNING_INSERT_AUTOMATIONS, null);
+
+      assertThat(queryAllRecords())
+         .allMatch(r -> AutomationStatus.RUNNING_INSERT_AUTOMATIONS.getId().equals(getAutomationStatus(r)));
+
+      //////////////////////////////////////////////////
+      // restore the createDate & modifyDate behavior //
+      //////////////////////////////////////////////////
+      QContext.getQInstance().getTable(tableName).getField("modifyDate").withBehavior(DynamicDefaultValueBehavior.MODIFY_DATE);
+      QContext.getQInstance().getTable(tableName).getField("createDate").withBehavior(DynamicDefaultValueBehavior.CREATE_DATE);
+
+      /////////////////////////
+      // run code under test //
+      /////////////////////////
+      RunBackendStepOutput output = runProcessStep();
+
+      /////////////////////////////////////////////////////////////////////////////////////////////
+      // assert we updated 1 (the old one) to pending-inserts, the other left as running-inserts //
+      /////////////////////////////////////////////////////////////////////////////////////////////
+      assertEquals(1, output.getValueInteger("totalRecordsUpdated"));
+      assertThat(queryAllRecords())
+         .anyMatch(r -> AutomationStatus.PENDING_INSERT_AUTOMATIONS.getId().equals(getAutomationStatus(r)))
+         .anyMatch(r -> AutomationStatus.RUNNING_INSERT_AUTOMATIONS.getId().equals(getAutomationStatus(r)));
+
+      /////////////////////////////////
+      // re-run, with 3-minute limit //
+      /////////////////////////////////
+      output = runProcessStep(new RunBackendStepInput().withValues(Map.of("minutesOldLimit", 3)));
+
+      /////////////////////////////////////////////////////////////////
+      // assert that one updated too, and all are now pending-insert //
+      /////////////////////////////////////////////////////////////////
+      assertEquals(1, output.getValueInteger("totalRecordsUpdated"));
+      assertThat(queryAllRecords())
+         .allMatch(r -> AutomationStatus.PENDING_INSERT_AUTOMATIONS.getId().equals(getAutomationStatus(r)));
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   private static Integer getAutomationStatus(QRecord r)
+   {
+      return r.getValueInteger(TestUtils.standardQqqAutomationStatusField().getName());
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   private static List<QRecord> queryAllRecords() throws QException
+   {
+      return new QueryAction().execute(new QueryInput(tableName)).getRecords();
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   private static RunBackendStepOutput runProcessStep() throws QException
+   {
+      RunBackendStepInput input = new RunBackendStepInput();
+      return runProcessStep(input);
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   private static RunBackendStepOutput runProcessStep(RunBackendStepInput input) throws QException
+   {
+      RunBackendStepOutput output = new RunBackendStepOutput();
+      new HealBadRecordAutomationStatusesProcessStep().run(input, output);
+      return output;
+   }
+
+}
\ No newline at end of file
diff --git a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/processes/implementations/automation/RunTableAutomationsProcessStepTest.java b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/processes/implementations/automation/RunTableAutomationsProcessStepTest.java
new file mode 100644
index 00000000..0a5bd9f0
--- /dev/null
+++ b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/processes/implementations/automation/RunTableAutomationsProcessStepTest.java
@@ -0,0 +1,97 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.processes.implementations.automation;
+
+
+import com.kingsrook.qqq.backend.core.BaseTest;
+import com.kingsrook.qqq.backend.core.actions.automation.AutomationStatus;
+import com.kingsrook.qqq.backend.core.actions.tables.GetAction;
+import com.kingsrook.qqq.backend.core.actions.tables.InsertAction;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.model.actions.processes.RunBackendStepInput;
+import com.kingsrook.qqq.backend.core.model.actions.processes.RunBackendStepOutput;
+import com.kingsrook.qqq.backend.core.model.actions.tables.get.GetInput;
+import com.kingsrook.qqq.backend.core.model.actions.tables.insert.InsertInput;
+import com.kingsrook.qqq.backend.core.model.data.QRecord;
+import com.kingsrook.qqq.backend.core.utils.TestUtils;
+import com.kingsrook.qqq.backend.core.utils.lambdas.UnsafeSupplier;
+import org.junit.jupiter.api.Test;
+import static org.assertj.core.api.Assertions.assertThatThrownBy;
+import static org.junit.jupiter.api.Assertions.assertEquals;
+
+
+/*******************************************************************************
+ ** Unit test for RunTableAutomationsProcessStep 
+ *******************************************************************************/
+class RunTableAutomationsProcessStepTest extends BaseTest
+{
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void test() throws Exception
+   {
+      UnsafeSupplier<Integer, ?> getAutomationStatus = () -> new GetAction().executeForRecord(new GetInput(TestUtils.TABLE_NAME_PERSON_MEMORY).withPrimaryKey(1)).getValueInteger("qqqAutomationStatus");
+
+      new InsertAction().execute(new InsertInput(TestUtils.TABLE_NAME_PERSON_MEMORY).withRecord(new QRecord()));
+      assertEquals(AutomationStatus.PENDING_INSERT_AUTOMATIONS.getId(), getAutomationStatus.get());
+
+      RunBackendStepInput input = new RunBackendStepInput();
+      input.addValue("tableName", TestUtils.TABLE_NAME_PERSON_MEMORY);
+      RunBackendStepOutput output = new RunBackendStepOutput();
+      new RunTableAutomationsProcessStep().run(input, output);
+      assertEquals("true", output.getValue("ok"));
+
+      assertEquals(AutomationStatus.OK.getId(), getAutomationStatus.get());
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testThrowsWithoutTableName() throws QException
+   {
+      RunBackendStepInput  input  = new RunBackendStepInput();
+      RunBackendStepOutput output = new RunBackendStepOutput();
+      assertThatThrownBy(() -> new RunTableAutomationsProcessStep().run(input, output))
+         .hasMessageContaining("Missing required input value: tableName");
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testThrowsWithInvalidTableName() throws QException
+   {
+      RunBackendStepInput  input  = new RunBackendStepInput();
+      RunBackendStepOutput output = new RunBackendStepOutput();
+      input.addValue("tableName", "asdf");
+      assertThatThrownBy(() -> new RunTableAutomationsProcessStep().run(input, output))
+         .hasMessageContaining("Unrecognized table name: asdf");
+   }
+
+}
\ No newline at end of file
diff --git a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/processes/implementations/basepull/ExtractViaBasepullQueryStepTest.java b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/processes/implementations/basepull/ExtractViaBasepullQueryStepTest.java
index 690b290e..90f2a7a6 100644
--- a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/processes/implementations/basepull/ExtractViaBasepullQueryStepTest.java
+++ b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/processes/implementations/basepull/ExtractViaBasepullQueryStepTest.java
@@ -97,4 +97,87 @@ class ExtractViaBasepullQueryStepTest extends BaseTest
          .withValues(Map.of("queryFilterJson", "{}"))));
    }
 
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testSubtractingSeconds() throws QException
+   {
+      String originalLastRunTime       = "2023-12-28T15:00:00Z";
+      String lastRunTimeMinusOneMinute = "2023-12-28T14:59:00Z";
+
+      String originalThisRunTime        = "2023-12-28T15:05:00Z";
+      String thisRunTimePlusFiveSeconds = "2023-12-28T15:05:05Z";
+
+      ///////////////////////////
+      // cases for lastRunTime //
+      ///////////////////////////
+      {
+         ///////////////////////////////////////////////////////////////////////////////
+         // confirm we don't fail (and don't subtract) if config is absent from input //
+         ///////////////////////////////////////////////////////////////////////////////
+         RunBackendStepInput input = new RunBackendStepInput();
+         input.setBasepullLastRunTime(Instant.parse(originalLastRunTime));
+         String lastRunTimeString = new ExtractViaBasepullQueryStep().getLastRunTimeString(input);
+         assertEquals(originalLastRunTime, lastRunTimeString);
+      }
+      {
+         //////////////////////////////////////////////////////////////////////////////////
+         // confirm we don't fail or subtract if secondsToSubtract isn't given in config //
+         //////////////////////////////////////////////////////////////////////////////////
+         RunBackendStepInput input = new RunBackendStepInput();
+         input.setBasepullLastRunTime(Instant.parse(originalLastRunTime));
+         input.addValue(RunProcessAction.BASEPULL_CONFIGURATION, new BasepullConfiguration());
+         String lastRunTimeString = new ExtractViaBasepullQueryStep().getLastRunTimeString(input);
+         assertEquals(originalLastRunTime, lastRunTimeString);
+      }
+      {
+         ///////////////////////////////////////////////////////////////////////
+         // confirm we do subtract if a subtract value is given in the config //
+         ///////////////////////////////////////////////////////////////////////
+         RunBackendStepInput input = new RunBackendStepInput();
+         input.setBasepullLastRunTime(Instant.parse(originalLastRunTime));
+         input.addValue(RunProcessAction.BASEPULL_CONFIGURATION, new BasepullConfiguration()
+            .withSecondsToSubtractFromLastRunTimeForTimestampQuery(60));
+         String lastRunTimeString = new ExtractViaBasepullQueryStep().getLastRunTimeString(input);
+         assertEquals(lastRunTimeMinusOneMinute, lastRunTimeString);
+      }
+
+      ///////////////////////////
+      // cases for thisRunTime //
+      ///////////////////////////
+      {
+         ///////////////////////////////////////////////////////////////////////////////
+         // confirm we don't fail (and don't subtract) if config is absent from input //
+         ///////////////////////////////////////////////////////////////////////////////
+         RunBackendStepInput input = new RunBackendStepInput();
+         input.addValue(RunProcessAction.BASEPULL_THIS_RUNTIME_KEY, originalThisRunTime);
+         String thisRunTimeString = new ExtractViaBasepullQueryStep().getThisRunTimeString(input);
+         assertEquals(originalThisRunTime, thisRunTimeString);
+      }
+      {
+         //////////////////////////////////////////////////////////////////////////////////
+         // confirm we don't fail or subtract if secondsToSubtract isn't given in config //
+         //////////////////////////////////////////////////////////////////////////////////
+         RunBackendStepInput input = new RunBackendStepInput();
+         input.addValue(RunProcessAction.BASEPULL_THIS_RUNTIME_KEY, originalThisRunTime);
+         input.addValue(RunProcessAction.BASEPULL_CONFIGURATION, new BasepullConfiguration());
+         String thisRunTimeString = new ExtractViaBasepullQueryStep().getThisRunTimeString(input);
+         assertEquals(originalThisRunTime, thisRunTimeString);
+      }
+      {
+         ///////////////////////////////////////////////////////////////////////
+         // confirm we do subtract if a subtract value is given in the config //
+         ///////////////////////////////////////////////////////////////////////
+         RunBackendStepInput input = new RunBackendStepInput();
+         input.addValue(RunProcessAction.BASEPULL_THIS_RUNTIME_KEY, originalThisRunTime);
+         input.addValue(RunProcessAction.BASEPULL_CONFIGURATION, new BasepullConfiguration()
+            .withSecondsToSubtractFromThisRunTimeForTimestampQuery(-5));
+         String thisRunTimeString = new ExtractViaBasepullQueryStep().getThisRunTimeString(input);
+         assertEquals(thisRunTimePlusFiveSeconds, thisRunTimeString);
+      }
+   }
+
 }
diff --git a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/processes/implementations/columnstats/ColumnStatsStepTest.java b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/processes/implementations/columnstats/ColumnStatsStepTest.java
index d2b6fa0b..1e59efd9 100644
--- a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/processes/implementations/columnstats/ColumnStatsStepTest.java
+++ b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/processes/implementations/columnstats/ColumnStatsStepTest.java
@@ -24,6 +24,7 @@ package com.kingsrook.qqq.backend.core.processes.implementations.columnstats;
 
 import java.io.Serializable;
 import java.math.BigDecimal;
+import java.time.Instant;
 import java.util.List;
 import java.util.Map;
 import com.kingsrook.qqq.backend.core.BaseTest;
@@ -91,4 +92,50 @@ class ColumnStatsStepTest extends BaseTest
          .hasFieldOrPropertyWithValue("percent", new BigDecimal("16.67"));
    }
 
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testDateTimesRollupByHour() throws QException
+   {
+      InsertInput insertInput = new InsertInput();
+      insertInput.setTableName(TestUtils.TABLE_NAME_PERSON_MEMORY);
+      insertInput.setRecords(List.of(
+         new QRecord().withValue("timestamp", Instant.parse("2024-01-31T09:59:01Z")),
+         new QRecord().withValue("timestamp", Instant.parse("2024-01-31T09:59:59Z")),
+         new QRecord().withValue("timestamp", Instant.parse("2024-01-31T10:00:00Z")),
+         new QRecord().withValue("timestamp", Instant.parse("2024-01-31T10:01:01Z")),
+         new QRecord().withValue("timestamp", Instant.parse("2024-01-31T10:59:59Z")),
+         new QRecord().withValue("timestamp", null)
+      ));
+      new InsertAction().execute(insertInput);
+
+      RunBackendStepInput input = new RunBackendStepInput();
+      input.addValue("tableName", TestUtils.TABLE_NAME_PERSON_MEMORY);
+      input.addValue("fieldName", "timestamp");
+      input.addValue("orderBy", "count.desc");
+
+      RunBackendStepOutput output = new RunBackendStepOutput();
+      new ColumnStatsStep().run(input, output);
+
+      Map<String, Serializable> values = output.getValues();
+
+      @SuppressWarnings("unchecked")
+      List<QRecord> valueCounts = (List<QRecord>) values.get("valueCounts");
+
+      assertThat(valueCounts.get(0).getValues())
+         .hasFieldOrPropertyWithValue("timestamp", Instant.parse("2024-01-31T10:00:00Z"))
+         .hasFieldOrPropertyWithValue("count", 3);
+
+      assertThat(valueCounts.get(1).getValues())
+         .hasFieldOrPropertyWithValue("timestamp", Instant.parse("2024-01-31T09:00:00Z"))
+         .hasFieldOrPropertyWithValue("count", 2);
+
+      assertThat(valueCounts.get(2).getValues())
+         .hasFieldOrPropertyWithValue("timestamp", null)
+         .hasFieldOrPropertyWithValue("count", 1);
+   }
+
 }
\ No newline at end of file
diff --git a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/processes/implementations/garbagecollector/GarbageCollectorTest.java b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/processes/implementations/garbagecollector/GarbageCollectorTest.java
index 1ad4dfb6..0b09865d 100644
--- a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/processes/implementations/garbagecollector/GarbageCollectorTest.java
+++ b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/processes/implementations/garbagecollector/GarbageCollectorTest.java
@@ -74,7 +74,7 @@ class GarbageCollectorTest extends BaseTest
    @Test
    void testBasic() throws QException
    {
-      QProcessMetaData process = GarbageCollectorProcessMetaDataProducer.createProcess(TestUtils.TABLE_NAME_PERSON_MEMORY, "createDate", NowWithOffset.minus(30, ChronoUnit.DAYS), null);
+      QProcessMetaData process = GarbageCollectorProcessMetaDataProducer.createProcess(TestUtils.TABLE_NAME_PERSON_MEMORY, "timestamp", NowWithOffset.minus(30, ChronoUnit.DAYS), null);
       QContext.getQInstance().addProcess(process);
 
       new InsertAction().execute(new InsertInput(TestUtils.TABLE_NAME_PERSON_MEMORY).withRecords(getPersonRecords()));
@@ -97,11 +97,11 @@ class GarbageCollectorTest extends BaseTest
    private static List<QRecord> getPersonRecords()
    {
       List<QRecord> records = List.of(
-         new QRecord().withValue("id", 1).withValue("createDate", Instant.now().minus(90, ChronoUnit.DAYS)),
-         new QRecord().withValue("id", 2).withValue("createDate", Instant.now().minus(31, ChronoUnit.DAYS)),
-         new QRecord().withValue("id", 3).withValue("createDate", Instant.now().minus(30, ChronoUnit.DAYS).minus(5, ChronoUnit.MINUTES)),
-         new QRecord().withValue("id", 4).withValue("createDate", Instant.now().minus(29, ChronoUnit.DAYS).minus(23, ChronoUnit.HOURS)),
-         new QRecord().withValue("id", 5).withValue("createDate", Instant.now().minus(5, ChronoUnit.DAYS)));
+         new QRecord().withValue("id", 1).withValue("timestamp", Instant.now().minus(90, ChronoUnit.DAYS)),
+         new QRecord().withValue("id", 2).withValue("timestamp", Instant.now().minus(31, ChronoUnit.DAYS)),
+         new QRecord().withValue("id", 3).withValue("timestamp", Instant.now().minus(30, ChronoUnit.DAYS).minus(5, ChronoUnit.MINUTES)),
+         new QRecord().withValue("id", 4).withValue("timestamp", Instant.now().minus(29, ChronoUnit.DAYS).minus(23, ChronoUnit.HOURS)),
+         new QRecord().withValue("id", 5).withValue("timestamp", Instant.now().minus(5, ChronoUnit.DAYS)));
       return records;
    }
 
@@ -113,7 +113,7 @@ class GarbageCollectorTest extends BaseTest
    @Test
    void testOverrideDate() throws QException
    {
-      QProcessMetaData process = GarbageCollectorProcessMetaDataProducer.createProcess(TestUtils.TABLE_NAME_PERSON_MEMORY, "createDate", NowWithOffset.minus(30, ChronoUnit.DAYS), null);
+      QProcessMetaData process = GarbageCollectorProcessMetaDataProducer.createProcess(TestUtils.TABLE_NAME_PERSON_MEMORY, "timestamp", NowWithOffset.minus(30, ChronoUnit.DAYS), null);
       QContext.getQInstance().addProcess(process);
 
       new InsertAction().execute(new InsertInput(TestUtils.TABLE_NAME_PERSON_MEMORY).withRecords(getPersonRecords()));
@@ -157,7 +157,7 @@ class GarbageCollectorTest extends BaseTest
    @Test
    void testWithDeleteAllJoins() throws QException
    {
-      QProcessMetaData process = GarbageCollectorProcessMetaDataProducer.createProcess(TestUtils.TABLE_NAME_ORDER, "createDate", NowWithOffset.minus(30, ChronoUnit.DAYS), "*");
+      QProcessMetaData process = GarbageCollectorProcessMetaDataProducer.createProcess(TestUtils.TABLE_NAME_ORDER, "timestamp", NowWithOffset.minus(30, ChronoUnit.DAYS), "*");
       QContext.getQInstance().addProcess(process);
 
       QContext.getQSession().withSecurityKeyValue(TestUtils.SECURITY_KEY_TYPE_STORE_ALL_ACCESS, true);
@@ -192,7 +192,7 @@ class GarbageCollectorTest extends BaseTest
    @Test
    void testWithDeleteSomeJoins() throws QException
    {
-      QProcessMetaData process = GarbageCollectorProcessMetaDataProducer.createProcess(TestUtils.TABLE_NAME_ORDER, "createDate", NowWithOffset.minus(30, ChronoUnit.DAYS), TestUtils.TABLE_NAME_LINE_ITEM);
+      QProcessMetaData process = GarbageCollectorProcessMetaDataProducer.createProcess(TestUtils.TABLE_NAME_ORDER, "timestamp", NowWithOffset.minus(30, ChronoUnit.DAYS), TestUtils.TABLE_NAME_LINE_ITEM);
       QContext.getQInstance().addProcess(process);
 
       //////////////////////////////////////////////////////////////////////////
@@ -232,7 +232,7 @@ class GarbageCollectorTest extends BaseTest
    @Test
    void testWithDeleteNoJoins() throws QException
    {
-      QProcessMetaData process = GarbageCollectorProcessMetaDataProducer.createProcess(TestUtils.TABLE_NAME_ORDER, "createDate", NowWithOffset.minus(30, ChronoUnit.DAYS), null);
+      QProcessMetaData process = GarbageCollectorProcessMetaDataProducer.createProcess(TestUtils.TABLE_NAME_ORDER, "timestamp", NowWithOffset.minus(30, ChronoUnit.DAYS), null);
       QContext.getQInstance().addProcess(process);
 
       ////////////////////////////////////////////////////////////////////////////////
@@ -270,11 +270,11 @@ class GarbageCollectorTest extends BaseTest
    private static List<QRecord> getOrderRecords()
    {
       List<QRecord> records = List.of(
-         new QRecord().withValue("id", 1).withValue("createDate", Instant.now().minus(90, ChronoUnit.DAYS)),
-         new QRecord().withValue("id", 2).withValue("createDate", Instant.now().minus(31, ChronoUnit.DAYS)),
-         new QRecord().withValue("id", 3).withValue("createDate", Instant.now().minus(30, ChronoUnit.DAYS).minus(5, ChronoUnit.MINUTES)),
-         new QRecord().withValue("id", 4).withValue("createDate", Instant.now().minus(29, ChronoUnit.DAYS).minus(23, ChronoUnit.HOURS)),
-         new QRecord().withValue("id", 5).withValue("createDate", Instant.now().minus(5, ChronoUnit.DAYS)));
+         new QRecord().withValue("id", 1).withValue("timestamp", Instant.now().minus(90, ChronoUnit.DAYS)),
+         new QRecord().withValue("id", 2).withValue("timestamp", Instant.now().minus(31, ChronoUnit.DAYS)),
+         new QRecord().withValue("id", 3).withValue("timestamp", Instant.now().minus(30, ChronoUnit.DAYS).minus(5, ChronoUnit.MINUTES)),
+         new QRecord().withValue("id", 4).withValue("timestamp", Instant.now().minus(29, ChronoUnit.DAYS).minus(23, ChronoUnit.HOURS)),
+         new QRecord().withValue("id", 5).withValue("timestamp", Instant.now().minus(5, ChronoUnit.DAYS)));
       return records;
    }
 
diff --git a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/processes/implementations/savedfilters/SavedFilterProcessTests.java b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/processes/implementations/savedfilters/SavedFilterProcessTests.java
deleted file mode 100644
index d3c0bf5b..00000000
--- a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/processes/implementations/savedfilters/SavedFilterProcessTests.java
+++ /dev/null
@@ -1,143 +0,0 @@
-/*
- * QQQ - Low-code Application Framework for Engineers.
- * Copyright (C) 2021-2023.  Kingsrook, LLC
- * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
- * contact@kingsrook.com
- * https://github.com/Kingsrook/
- *
- * This program is free software: you can redistribute it and/or modify
- * it under the terms of the GNU Affero General Public License as
- * published by the Free Software Foundation, either version 3 of the
- * License, or (at your option) any later version.
- *
- * This program is distributed in the hope that it will be useful,
- * but WITHOUT ANY WARRANTY; without even the implied warranty of
- * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
- * GNU Affero General Public License for more details.
- *
- * You should have received a copy of the GNU Affero General Public License
- * along with this program.  If not, see <https://www.gnu.org/licenses/>.
- */
-
-package com.kingsrook.qqq.backend.core.processes.implementations.savedfilters;
-
-
-import java.util.List;
-import com.kingsrook.qqq.backend.core.BaseTest;
-import com.kingsrook.qqq.backend.core.actions.processes.RunProcessAction;
-import com.kingsrook.qqq.backend.core.context.QContext;
-import com.kingsrook.qqq.backend.core.exceptions.QException;
-import com.kingsrook.qqq.backend.core.model.actions.processes.RunProcessInput;
-import com.kingsrook.qqq.backend.core.model.actions.processes.RunProcessOutput;
-import com.kingsrook.qqq.backend.core.model.actions.tables.query.QCriteriaOperator;
-import com.kingsrook.qqq.backend.core.model.actions.tables.query.QFilterCriteria;
-import com.kingsrook.qqq.backend.core.model.actions.tables.query.QQueryFilter;
-import com.kingsrook.qqq.backend.core.model.data.QRecord;
-import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
-import com.kingsrook.qqq.backend.core.model.savedfilters.SavedFiltersMetaDataProvider;
-import com.kingsrook.qqq.backend.core.utils.JsonUtils;
-import com.kingsrook.qqq.backend.core.utils.TestUtils;
-import org.junit.jupiter.api.Test;
-import static org.junit.jupiter.api.Assertions.assertEquals;
-import static org.junit.jupiter.api.Assertions.assertNotNull;
-
-
-/*******************************************************************************
- ** Unit test for all saved filter processes
- *******************************************************************************/
-class SavedFilterProcessTests extends BaseTest
-{
-
-   /*******************************************************************************
-    **
-    *******************************************************************************/
-   @Test
-   void test() throws QException
-   {
-      QInstance qInstance = QContext.getQInstance();
-      new SavedFiltersMetaDataProvider().defineAll(qInstance, TestUtils.MEMORY_BACKEND_NAME, null);
-      String tableName = TestUtils.TABLE_NAME_PERSON_MEMORY;
-
-      {
-         ///////////////////////////////////////////
-         // query - should be no filters to start //
-         ///////////////////////////////////////////
-         RunProcessInput runProcessInput = new RunProcessInput();
-         runProcessInput.setProcessName(QuerySavedFilterProcess.getProcessMetaData().getName());
-         runProcessInput.addValue("tableName", tableName);
-         RunProcessOutput runProcessOutput = new RunProcessAction().execute(runProcessInput);
-         assertEquals(0, ((List<?>) runProcessOutput.getValues().get("savedFilterList")).size());
-      }
-
-      Integer savedFilterId;
-      {
-         ////////////////////////
-         // store a new filter //
-         ////////////////////////
-         RunProcessInput runProcessInput = new RunProcessInput();
-         runProcessInput.setProcessName(StoreSavedFilterProcess.getProcessMetaData().getName());
-         runProcessInput.addValue("label", "My Filter");
-         runProcessInput.addValue("tableName", tableName);
-         runProcessInput.addValue("filterJson", JsonUtils.toJson(new QQueryFilter(new QFilterCriteria("id", QCriteriaOperator.EQUALS, 47))));
-         RunProcessOutput runProcessOutput = new RunProcessAction().execute(runProcessInput);
-         List<QRecord>    savedFilterList  = (List<QRecord>) runProcessOutput.getValues().get("savedFilterList");
-         assertEquals(1, savedFilterList.size());
-         savedFilterId = savedFilterList.get(0).getValueInteger("id");
-         assertNotNull(savedFilterId);
-      }
-
-      {
-         ////////////////////////////////////
-         // query - should find our filter //
-         ////////////////////////////////////
-         RunProcessInput runProcessInput = new RunProcessInput();
-         runProcessInput.setProcessName(QuerySavedFilterProcess.getProcessMetaData().getName());
-         runProcessInput.addValue("tableName", tableName);
-         RunProcessOutput runProcessOutput = new RunProcessAction().execute(runProcessInput);
-         List<QRecord>    savedFilterList  = (List<QRecord>) runProcessOutput.getValues().get("savedFilterList");
-         assertEquals(1, savedFilterList.size());
-         assertEquals(1, savedFilterList.get(0).getValueInteger("id"));
-         assertEquals("My Filter", savedFilterList.get(0).getValueString("label"));
-      }
-
-      {
-         ///////////////////////
-         // update our filter //
-         ///////////////////////
-         RunProcessInput runProcessInput = new RunProcessInput();
-         runProcessInput.setProcessName(StoreSavedFilterProcess.getProcessMetaData().getName());
-         runProcessInput.addValue("id", savedFilterId);
-         runProcessInput.addValue("label", "My Updated Filter");
-         runProcessInput.addValue("tableName", tableName);
-         runProcessInput.addValue("filterJson", JsonUtils.toJson(new QQueryFilter(new QFilterCriteria("id", QCriteriaOperator.EQUALS, 47))));
-         RunProcessOutput runProcessOutput = new RunProcessAction().execute(runProcessInput);
-         List<QRecord>    savedFilterList  = (List<QRecord>) runProcessOutput.getValues().get("savedFilterList");
-         assertEquals(1, savedFilterList.size());
-         assertEquals(1, savedFilterList.get(0).getValueInteger("id"));
-         assertEquals("My Updated Filter", savedFilterList.get(0).getValueString("label"));
-      }
-
-      {
-         ///////////////////////
-         // delete our filter //
-         ///////////////////////
-         RunProcessInput runProcessInput = new RunProcessInput();
-         runProcessInput.setProcessName(DeleteSavedFilterProcess.getProcessMetaData().getName());
-         runProcessInput.addValue("id", savedFilterId);
-         RunProcessOutput runProcessOutput = new RunProcessAction().execute(runProcessInput);
-      }
-
-      {
-         ////////////////////////////////////////
-         // query - should be no filters again //
-         ////////////////////////////////////////
-         RunProcessInput runProcessInput = new RunProcessInput();
-         runProcessInput.setProcessName(QuerySavedFilterProcess.getProcessMetaData().getName());
-         runProcessInput.addValue("tableName", tableName);
-         RunProcessOutput runProcessOutput = new RunProcessAction().execute(runProcessInput);
-         assertEquals(0, ((List<?>) runProcessOutput.getValues().get("savedFilterList")).size());
-      }
-
-   }
-
-}
\ No newline at end of file
diff --git a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/processes/implementations/savedviews/SavedViewProcessTests.java b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/processes/implementations/savedviews/SavedViewProcessTests.java
new file mode 100644
index 00000000..f4474bef
--- /dev/null
+++ b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/processes/implementations/savedviews/SavedViewProcessTests.java
@@ -0,0 +1,189 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.processes.implementations.savedviews;
+
+
+import java.util.List;
+import com.kingsrook.qqq.backend.core.BaseTest;
+import com.kingsrook.qqq.backend.core.actions.processes.RunProcessAction;
+import com.kingsrook.qqq.backend.core.context.QContext;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.exceptions.QUserFacingException;
+import com.kingsrook.qqq.backend.core.model.actions.processes.RunProcessInput;
+import com.kingsrook.qqq.backend.core.model.actions.processes.RunProcessOutput;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QCriteriaOperator;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QFilterCriteria;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QQueryFilter;
+import com.kingsrook.qqq.backend.core.model.data.QRecord;
+import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
+import com.kingsrook.qqq.backend.core.model.savedviews.SavedViewsMetaDataProvider;
+import com.kingsrook.qqq.backend.core.utils.JsonUtils;
+import com.kingsrook.qqq.backend.core.utils.TestUtils;
+import org.junit.jupiter.api.Test;
+import static org.assertj.core.api.Assertions.assertThatThrownBy;
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertNotNull;
+
+
+/*******************************************************************************
+ ** Unit test for all saved view processes
+ *******************************************************************************/
+class SavedViewProcessTests extends BaseTest
+{
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void test() throws QException
+   {
+      QInstance qInstance = QContext.getQInstance();
+      new SavedViewsMetaDataProvider().defineAll(qInstance, TestUtils.MEMORY_BACKEND_NAME, null);
+      String tableName = TestUtils.TABLE_NAME_PERSON_MEMORY;
+
+      {
+         /////////////////////////////////////////
+         // query - should be no views to start //
+         /////////////////////////////////////////
+         RunProcessInput runProcessInput = new RunProcessInput();
+         runProcessInput.setProcessName(QuerySavedViewProcess.getProcessMetaData().getName());
+         runProcessInput.addValue("tableName", tableName);
+         RunProcessOutput runProcessOutput = new RunProcessAction().execute(runProcessInput);
+         assertEquals(0, ((List<?>) runProcessOutput.getValues().get("savedViewList")).size());
+      }
+
+      Integer savedViewId;
+      {
+         //////////////////////
+         // store a new view //
+         //////////////////////
+         RunProcessInput runProcessInput = new RunProcessInput();
+         runProcessInput.setProcessName(StoreSavedViewProcess.getProcessMetaData().getName());
+         runProcessInput.addValue("label", "My View");
+         runProcessInput.addValue("tableName", tableName);
+         runProcessInput.addValue("viewJson", JsonUtils.toJson(new QQueryFilter(new QFilterCriteria("id", QCriteriaOperator.EQUALS, 47))));
+         RunProcessOutput runProcessOutput = new RunProcessAction().execute(runProcessInput);
+         List<QRecord> savedViewList = (List<QRecord>) runProcessOutput.getValues().get("savedViewList");
+         assertEquals(1, savedViewList.size());
+         savedViewId = savedViewList.get(0).getValueInteger("id");
+         assertNotNull(savedViewId);
+
+         //////////////////////////////////////////////////////////////////
+         // try to store it again - should throw a "duplicate" exception //
+         //////////////////////////////////////////////////////////////////
+         assertThatThrownBy(() -> new RunProcessAction().execute(runProcessInput))
+            .isInstanceOf(QUserFacingException.class)
+            .hasMessageContaining("already have a saved view");
+      }
+
+      {
+         ///////////////////////////////////
+         // query - should find our views //
+         ///////////////////////////////////
+         RunProcessInput runProcessInput = new RunProcessInput();
+         runProcessInput.setProcessName(QuerySavedViewProcess.getProcessMetaData().getName());
+         runProcessInput.addValue("tableName", tableName);
+         RunProcessOutput runProcessOutput = new RunProcessAction().execute(runProcessInput);
+         List<QRecord> savedViewList = (List<QRecord>) runProcessOutput.getValues().get("savedViewList");
+         assertEquals(1, savedViewList.size());
+         assertEquals(1, savedViewList.get(0).getValueInteger("id"));
+         assertEquals("My View", savedViewList.get(0).getValueString("label"));
+      }
+
+      {
+         /////////////////////
+         // update our view //
+         /////////////////////
+         RunProcessInput runProcessInput = new RunProcessInput();
+         runProcessInput.setProcessName(StoreSavedViewProcess.getProcessMetaData().getName());
+         runProcessInput.addValue("id", savedViewId);
+         runProcessInput.addValue("label", "My Updated View");
+         runProcessInput.addValue("tableName", tableName);
+         runProcessInput.addValue("viewJson", JsonUtils.toJson(new QQueryFilter(new QFilterCriteria("id", QCriteriaOperator.EQUALS, 47))));
+         RunProcessOutput runProcessOutput = new RunProcessAction().execute(runProcessInput);
+         List<QRecord> savedViewList = (List<QRecord>) runProcessOutput.getValues().get("savedViewList");
+         assertEquals(1, savedViewList.size());
+         assertEquals(1, savedViewList.get(0).getValueInteger("id"));
+         assertEquals("My Updated View", savedViewList.get(0).getValueString("label"));
+      }
+
+      Integer anotherSavedViewId;
+      {
+         /////////////////////////////////////////////////////////////////////////////////////////////
+         // store a second one w/ different name (will be used below in update-dupe-check use-case) //
+         /////////////////////////////////////////////////////////////////////////////////////////////
+         RunProcessInput runProcessInput = new RunProcessInput();
+         runProcessInput.setProcessName(StoreSavedViewProcess.getProcessMetaData().getName());
+         runProcessInput.addValue("label", "My Second View");
+         runProcessInput.addValue("tableName", tableName);
+         runProcessInput.addValue("viewJson", JsonUtils.toJson(new QQueryFilter(new QFilterCriteria("id", QCriteriaOperator.EQUALS, 47))));
+         RunProcessOutput runProcessOutput = new RunProcessAction().execute(runProcessInput);
+         List<QRecord>    savedViewList    = (List<QRecord>) runProcessOutput.getValues().get("savedViewList");
+         anotherSavedViewId = savedViewList.get(0).getValueInteger("id");
+      }
+
+      {
+         /////////////////////////////////////////////////
+         // try to rename the second to match the first //
+         /////////////////////////////////////////////////
+         RunProcessInput runProcessInput = new RunProcessInput();
+         runProcessInput.setProcessName(StoreSavedViewProcess.getProcessMetaData().getName());
+         runProcessInput.addValue("id", anotherSavedViewId);
+         runProcessInput.addValue("label", "My Updated View");
+         runProcessInput.addValue("tableName", tableName);
+         runProcessInput.addValue("viewJson", JsonUtils.toJson(new QQueryFilter(new QFilterCriteria("id", QCriteriaOperator.EQUALS, 47))));
+         
+         //////////////////////////////////////////
+         // should throw a "duplicate" exception //
+         //////////////////////////////////////////
+         assertThatThrownBy(() -> new RunProcessAction().execute(runProcessInput))
+            .isInstanceOf(QUserFacingException.class)
+            .hasMessageContaining("already have a saved view");
+      }
+
+      {
+         //////////////////////
+         // delete our views //
+         //////////////////////
+         RunProcessInput runProcessInput = new RunProcessInput();
+         runProcessInput.setProcessName(DeleteSavedViewProcess.getProcessMetaData().getName());
+         runProcessInput.addValue("id", savedViewId);
+         RunProcessOutput runProcessOutput = new RunProcessAction().execute(runProcessInput);
+
+         runProcessInput.addValue("id", anotherSavedViewId);
+         runProcessOutput = new RunProcessAction().execute(runProcessInput);
+      }
+
+      {
+         //////////////////////////////////////
+         // query - should be no views again //
+         //////////////////////////////////////
+         RunProcessInput runProcessInput = new RunProcessInput();
+         runProcessInput.setProcessName(QuerySavedViewProcess.getProcessMetaData().getName());
+         runProcessInput.addValue("tableName", tableName);
+         RunProcessOutput runProcessOutput = new RunProcessAction().execute(runProcessInput);
+         assertEquals(0, ((List<?>) runProcessOutput.getValues().get("savedViewList")).size());
+      }
+
+   }
+
+}
\ No newline at end of file
diff --git a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/utils/ExceptionUtilsTest.java b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/utils/ExceptionUtilsTest.java
index 4b68f28b..bf84bb16 100644
--- a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/utils/ExceptionUtilsTest.java
+++ b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/utils/ExceptionUtilsTest.java
@@ -116,6 +116,19 @@ class ExceptionUtilsTest extends BaseTest
 
 
 
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testGetTopAndBottomMessages()
+   {
+      assertEquals("foo", ExceptionUtils.getTopAndBottomMessages(new Exception("foo")));
+      assertEquals("foo: bar", ExceptionUtils.getTopAndBottomMessages(new Exception("foo", new Exception("bar"))));
+      assertEquals("foo: baz", ExceptionUtils.getTopAndBottomMessages(new Exception("foo", new Exception("bar", new Exception("baz")))));
+   }
+
+
+
    /*******************************************************************************
     ** Test exception class - lets you set the cause, easier to create a loop.
     *******************************************************************************/
diff --git a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/utils/QQueryFilterDeduperTest.java b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/utils/QQueryFilterDeduperTest.java
new file mode 100644
index 00000000..2f596de6
--- /dev/null
+++ b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/utils/QQueryFilterDeduperTest.java
@@ -0,0 +1,355 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.core.utils;
+
+
+import com.kingsrook.qqq.backend.core.BaseTest;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QFilterCriteria;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QQueryFilter;
+import org.junit.jupiter.api.Test;
+import static com.kingsrook.qqq.backend.core.model.actions.tables.query.QCriteriaOperator.EQUALS;
+import static com.kingsrook.qqq.backend.core.model.actions.tables.query.QCriteriaOperator.GREATER_THAN;
+import static com.kingsrook.qqq.backend.core.model.actions.tables.query.QCriteriaOperator.IN;
+import static com.kingsrook.qqq.backend.core.model.actions.tables.query.QCriteriaOperator.NOT_EQUALS;
+import static com.kingsrook.qqq.backend.core.model.actions.tables.query.QCriteriaOperator.NOT_IN;
+import static com.kingsrook.qqq.backend.core.model.actions.tables.query.QQueryFilter.BooleanOperator.OR;
+import static com.kingsrook.qqq.backend.core.utils.QQueryFilterDeduper.dedupeFilter;
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertNotSame;
+import static org.junit.jupiter.api.Assertions.assertNull;
+
+
+/*******************************************************************************
+ ** Unit test for QQueryFilterDeduper 
+ *******************************************************************************/
+class QQueryFilterDeduperTest extends BaseTest
+{
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testDegenerateCases()
+   {
+      assertNull(dedupeFilter(null));
+
+      QQueryFilter empty = new QQueryFilter();
+      assertEquals(empty, dedupeFilter(empty));
+      assertNotSame(empty, dedupeFilter(empty)); // method always clones, so, just assert that.
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testSimpleFiltersWithNoChanges()
+   {
+      QQueryFilter oneCriteria = new QQueryFilter()
+         .withCriteria(new QFilterCriteria("a", EQUALS, 1));
+      assertEquals(oneCriteria, dedupeFilter(oneCriteria));
+      assertNotSame(oneCriteria, dedupeFilter(oneCriteria));
+
+      QQueryFilter twoCriteriaDifferentFields = new QQueryFilter()
+         .withCriteria(new QFilterCriteria("a", EQUALS, 1))
+         .withCriteria(new QFilterCriteria("b", GREATER_THAN, 2));
+      assertEquals(twoCriteriaDifferentFields, dedupeFilter(twoCriteriaDifferentFields));
+      assertNotSame(twoCriteriaDifferentFields, dedupeFilter(twoCriteriaDifferentFields));
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testOrs()
+   {
+      ///////////////////////////////////////////////////////
+      // we've only written the simplest cases with ORs... //
+      ///////////////////////////////////////////////////////
+      assertEquals(new QQueryFilter().withBooleanOperator(OR).withCriteria(new QFilterCriteria("a", EQUALS, 1)), dedupeFilter(new QQueryFilter()
+         .withBooleanOperator(OR)
+         .withCriteria(new QFilterCriteria("a", EQUALS, 1))
+         .withCriteria(new QFilterCriteria("a", EQUALS, 1))
+         .withCriteria(new QFilterCriteria("a", EQUALS, 1))
+      ));
+
+      //////////////////////////////////////////////////////////////////////
+      // just not built at this time - obviously, could become an IN list //
+      //////////////////////////////////////////////////////////////////////
+      QQueryFilter notSupportedOrTwoEquals = new QQueryFilter()
+         .withBooleanOperator(OR)
+         .withCriteria(new QFilterCriteria("f", EQUALS, 1))
+         .withCriteria(new QFilterCriteria("f", EQUALS, 2));
+      assertEquals(notSupportedOrTwoEquals, dedupeFilter(notSupportedOrTwoEquals));
+
+      ///////////////////////////////////////////////////////////////////////////////////
+      // I think the logic would be, that the EQUALS 1 would be removed (is redundant) //
+      ///////////////////////////////////////////////////////////////////////////////////
+      QQueryFilter notSupportedOrEqualsNotEquals = new QQueryFilter()
+         .withBooleanOperator(OR)
+         .withCriteria(new QFilterCriteria("f", EQUALS, 1))
+         .withCriteria(new QFilterCriteria("f", NOT_EQUALS, 2));
+      assertEquals(notSupportedOrEqualsNotEquals, dedupeFilter(notSupportedOrEqualsNotEquals));
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testMoreOperators()
+   {
+      //////////////////////////////////////////////////////////////////////
+      // only simplest case (of criteria being .equals()) is supported... //
+      //////////////////////////////////////////////////////////////////////
+      assertEquals(new QQueryFilter().withCriteria(new QFilterCriteria("a", GREATER_THAN, 1)), dedupeFilter(new QQueryFilter()
+         .withCriteria(new QFilterCriteria("a", GREATER_THAN, 1))
+         .withCriteria(new QFilterCriteria("a", GREATER_THAN, 1))
+      ));
+
+      ///////////////////////////////////////////////////////////////////////////////////
+      // in theory, we could do more, but we just haven't yet (e.g, this could be > 5) //
+      ///////////////////////////////////////////////////////////////////////////////////
+      QQueryFilter tooComplex = new QQueryFilter()
+         .withCriteria(new QFilterCriteria("f", GREATER_THAN, 1))
+         .withCriteria(new QFilterCriteria("f", GREATER_THAN, 5));
+      assertEquals(tooComplex, dedupeFilter(tooComplex));
+
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testAllEquals()
+   {
+      assertEquals(new QQueryFilter().withCriteria(new QFilterCriteria("a", EQUALS, 1)), dedupeFilter(new QQueryFilter()
+         .withCriteria(new QFilterCriteria("a", EQUALS, 1))
+         .withCriteria(new QFilterCriteria("a", EQUALS, 1))
+      ));
+
+      assertEquals(new QQueryFilter().withCriteria(new QFilterCriteria("a", EQUALS, 1)), dedupeFilter(new QQueryFilter()
+         .withCriteria(new QFilterCriteria("a", EQUALS, 1))
+         .withCriteria(new QFilterCriteria("a", EQUALS, 1))
+         .withCriteria(new QFilterCriteria("a", EQUALS, 1))
+      ));
+
+      assertEquals(new QQueryFilter()
+            .withCriteria(new QFilterCriteria("a", EQUALS, 1))
+            .withCriteria(new QFilterCriteria("b", EQUALS, 2))
+            .withCriteria(new QFilterCriteria("c", EQUALS, 3)),
+         dedupeFilter(new QQueryFilter()
+            .withCriteria(new QFilterCriteria("a", EQUALS, 1))
+            .withCriteria(new QFilterCriteria("b", EQUALS, 2))
+            .withCriteria(new QFilterCriteria("a", EQUALS, 1))
+            .withCriteria(new QFilterCriteria("b", EQUALS, 2))
+            .withCriteria(new QFilterCriteria("b", EQUALS, 2))
+            .withCriteria(new QFilterCriteria("a", EQUALS, 1))
+            .withCriteria(new QFilterCriteria("c", EQUALS, 3))
+            .withCriteria(new QFilterCriteria("c", EQUALS, 3))
+            .withCriteria(new QFilterCriteria("c", EQUALS, 3))
+         ));
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testEqualsAndNotEqualsAndNotIn()
+   {
+      assertEquals(new QQueryFilter().withCriteria(new QFilterCriteria("f", EQUALS, 1)), dedupeFilter(new QQueryFilter()
+         .withCriteria(new QFilterCriteria("f", EQUALS, 1))
+         .withCriteria(new QFilterCriteria("f", NOT_EQUALS, 2))
+      ));
+
+      assertEquals(new QQueryFilter().withCriteria(new QFilterCriteria("f", EQUALS, 1)), dedupeFilter(new QQueryFilter()
+         .withCriteria(new QFilterCriteria("f", EQUALS, 1))
+         .withCriteria(new QFilterCriteria("f", NOT_EQUALS, 2))
+         .withCriteria(new QFilterCriteria("f", NOT_EQUALS, 3))
+      ));
+
+      assertEquals(new QQueryFilter().withCriteria(new QFilterCriteria("f", EQUALS, 1)), dedupeFilter(new QQueryFilter()
+         .withCriteria(new QFilterCriteria("f", NOT_EQUALS, 2))
+         .withCriteria(new QFilterCriteria("f", EQUALS, 1))
+         .withCriteria(new QFilterCriteria("f", NOT_EQUALS, 3))
+      ));
+
+      assertEquals(new QQueryFilter().withCriteria(new QFilterCriteria("f", EQUALS, 1)), dedupeFilter(new QQueryFilter()
+         .withCriteria(new QFilterCriteria("f", NOT_EQUALS, 2))
+         .withCriteria(new QFilterCriteria("f", NOT_EQUALS, 3))
+         .withCriteria(new QFilterCriteria("f", EQUALS, 1))
+      ));
+
+      assertEquals(new QQueryFilter().withCriteria(new QFilterCriteria("f", EQUALS, 1)), dedupeFilter(new QQueryFilter()
+         .withCriteria(new QFilterCriteria("f", EQUALS, 1))
+         .withCriteria(new QFilterCriteria("f", NOT_IN, 2, 3))
+      ));
+
+      assertEquals(new QQueryFilter().withCriteria(new QFilterCriteria("f", EQUALS, 1)), dedupeFilter(new QQueryFilter()
+         .withCriteria(new QFilterCriteria("f", EQUALS, 1))
+         .withCriteria(new QFilterCriteria("f", NOT_IN, 2, 3))
+         .withCriteria(new QFilterCriteria("f", NOT_EQUALS, 4))
+      ));
+
+      assertEquals(new QQueryFilter().withCriteria(new QFilterCriteria("f", EQUALS, 1)), dedupeFilter(new QQueryFilter()
+         .withCriteria(new QFilterCriteria("f", NOT_IN, 2, 3))
+         .withCriteria(new QFilterCriteria("f", NOT_EQUALS, 4))
+         .withCriteria(new QFilterCriteria("f", EQUALS, 1))
+      ));
+
+      assertEquals(new QQueryFilter().withCriteria(new QFilterCriteria("f", EQUALS, 1)), dedupeFilter(new QQueryFilter()
+         .withCriteria(new QFilterCriteria("f", NOT_IN, 2, 3))
+         .withCriteria(new QFilterCriteria("f", EQUALS, 1))
+         .withCriteria(new QFilterCriteria("f", NOT_EQUALS, 4))
+      ));
+
+      ////////////////////////////////////////////////////////////
+      // this is a contradiction, so we choose not to dedupe it //
+      ////////////////////////////////////////////////////////////
+      QQueryFilter contradiction1 = new QQueryFilter()
+         .withCriteria(new QFilterCriteria("f", EQUALS, 1))
+         .withCriteria(new QFilterCriteria("f", NOT_EQUALS, 1));
+      assertEquals(contradiction1, dedupeFilter(contradiction1));
+
+      QQueryFilter contradiction2 = new QQueryFilter()
+         .withCriteria(new QFilterCriteria("f", EQUALS, 1))
+         .withCriteria(new QFilterCriteria("f", NOT_IN, 0, 1));
+      assertEquals(contradiction2, dedupeFilter(contradiction2));
+
+      ////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+      // this case can collapse the two not-equals, but then fails to merge the equals with them, because they are a contradiction! //
+      ////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+      assertEquals(new QQueryFilter()
+            .withCriteria(new QFilterCriteria("f", NOT_IN, 2, 3))
+            .withCriteria(new QFilterCriteria("f", EQUALS, 2)),
+         dedupeFilter(new QQueryFilter()
+            .withCriteria(new QFilterCriteria("f", NOT_EQUALS, 2))
+            .withCriteria(new QFilterCriteria("f", NOT_EQUALS, 3))
+            .withCriteria(new QFilterCriteria("f", EQUALS, 2))
+         ));
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testNotEqualsAndNotIn()
+   {
+      assertEquals(new QQueryFilter().withCriteria(new QFilterCriteria("f", NOT_IN, 1, 2, 3)), dedupeFilter(new QQueryFilter()
+         .withCriteria(new QFilterCriteria("f", NOT_EQUALS, 1))
+         .withCriteria(new QFilterCriteria("f", NOT_EQUALS, 2))
+         .withCriteria(new QFilterCriteria("f", NOT_EQUALS, 3))
+      ));
+
+      //////////////////////////////////////////////////////////////////////////////////////////
+      // ideally, maybe, this would have the values ordered 1,2,3, but, is equivalent enough //
+      //////////////////////////////////////////////////////////////////////////////////////////
+      assertEquals(new QQueryFilter().withCriteria(new QFilterCriteria("f", NOT_IN, 2, 3, 1)), dedupeFilter(new QQueryFilter()
+         .withCriteria(new QFilterCriteria("f", NOT_EQUALS, 1))
+         .withCriteria(new QFilterCriteria("f", NOT_IN, 2, 3))
+      ));
+
+      assertEquals(new QQueryFilter().withCriteria(new QFilterCriteria("f", NOT_IN, 2, 3, 1)), dedupeFilter(new QQueryFilter()
+         .withCriteria(new QFilterCriteria("f", NOT_IN, 2, 3))
+         .withCriteria(new QFilterCriteria("f", NOT_EQUALS, 1))
+      ));
+
+      assertEquals(new QQueryFilter().withCriteria(new QFilterCriteria("f", NOT_IN, 1, 2, 3)), dedupeFilter(new QQueryFilter()
+         .withCriteria(new QFilterCriteria("f", NOT_IN, 1, 2))
+         .withCriteria(new QFilterCriteria("f", NOT_IN, 2, 3))
+      ));
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testInAndNotEquals()
+   {
+      assertEquals(new QQueryFilter().withCriteria(new QFilterCriteria("f", IN, 2, 3)), dedupeFilter(new QQueryFilter()
+         .withCriteria(new QFilterCriteria("f", NOT_EQUALS, 1))
+         .withCriteria(new QFilterCriteria("f", IN, 2, 3))
+      ));
+
+      assertEquals(new QQueryFilter().withCriteria(new QFilterCriteria("f", IN, 2, 3)), dedupeFilter(new QQueryFilter()
+         .withCriteria(new QFilterCriteria("f", IN, 2, 3))
+         .withCriteria(new QFilterCriteria("f", NOT_EQUALS, 1))
+      ));
+
+      QQueryFilter contradiction1 = new QQueryFilter()
+         .withCriteria(new QFilterCriteria("f", NOT_EQUALS, 1))
+         .withCriteria(new QFilterCriteria("f", IN, 1));
+      assertEquals(contradiction1, dedupeFilter(contradiction1));
+
+      QQueryFilter contradiction2 = new QQueryFilter()
+         .withCriteria(new QFilterCriteria("f", IN, 1))
+         .withCriteria(new QFilterCriteria("f", NOT_EQUALS, 1));
+      assertEquals(contradiction2, dedupeFilter(contradiction2));
+
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testMultipleInLists()
+   {
+      assertEquals(new QQueryFilter().withCriteria(new QFilterCriteria("f", IN, 2)), dedupeFilter(new QQueryFilter()
+         .withCriteria(new QFilterCriteria("f", IN, 1, 2))
+         .withCriteria(new QFilterCriteria("f", IN, 2, 3))
+      ));
+
+      assertEquals(new QQueryFilter().withCriteria(new QFilterCriteria("f", IN, 3, 4)), dedupeFilter(new QQueryFilter()
+         .withCriteria(new QFilterCriteria("f", IN, 1, 2, 3, 4))
+         .withCriteria(new QFilterCriteria("f", IN, 3, 4, 5, 6))
+      ));
+
+      assertEquals(new QQueryFilter().withCriteria(new QFilterCriteria("f", IN, 3)), dedupeFilter(new QQueryFilter()
+         .withCriteria(new QFilterCriteria("f", IN, 1, 2, 3, 4))
+         .withCriteria(new QFilterCriteria("f", IN, 3, 4, 5, 6))
+         .withCriteria(new QFilterCriteria("f", IN, 1, 3, 5, 7))
+      ));
+
+      ///////////////////////////////////////////////////////////////////
+      // contradicting in-lists - we give up and refuse to simplify it //
+      ///////////////////////////////////////////////////////////////////
+      QQueryFilter contradiction = new QQueryFilter()
+         .withCriteria(new QFilterCriteria("f", IN, 1, 2))
+         .withCriteria(new QFilterCriteria("f", IN, 3, 4));
+      assertEquals(contradiction, dedupeFilter(contradiction));
+   }
+
+}
\ No newline at end of file
diff --git a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/utils/StringUtilsTest.java b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/utils/StringUtilsTest.java
index 26999d62..b2cad605 100644
--- a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/utils/StringUtilsTest.java
+++ b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/utils/StringUtilsTest.java
@@ -78,6 +78,20 @@ class StringUtilsTest extends BaseTest
 
 
 
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void test_safeAppend()
+   {
+      assertEquals("Foo", StringUtils.safeAppend("Foo", null));
+      assertEquals("Foo", StringUtils.safeAppend(null, "Foo"));
+      assertEquals("FooBar", StringUtils.safeAppend("Foo", "Bar"));
+      assertEquals("", StringUtils.safeAppend(null, null));
+   }
+
+
+
    /*******************************************************************************
     **
     *******************************************************************************/
diff --git a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/utils/TestUtils.java b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/utils/TestUtils.java
index bf1d0825..2e3a937e 100644
--- a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/utils/TestUtils.java
+++ b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/utils/TestUtils.java
@@ -173,6 +173,7 @@ public class TestUtils
 
    public static final String SECURITY_KEY_TYPE_STORE                = "store";
    public static final String SECURITY_KEY_TYPE_STORE_ALL_ACCESS     = "storeAllAccess";
+   public static final String SECURITY_KEY_TYPE_STORE_NULL_BEHAVIOR  = "storeNullBehavior";
    public static final String SECURITY_KEY_TYPE_INTERNAL_OR_EXTERNAL = "internalOrExternal";
 
 
@@ -471,6 +472,7 @@ public class TestUtils
       return new QSecurityKeyType()
          .withName(SECURITY_KEY_TYPE_STORE)
          .withAllAccessKeyName(SECURITY_KEY_TYPE_STORE_ALL_ACCESS)
+         .withNullValueBehaviorKeyName(SECURITY_KEY_TYPE_STORE_NULL_BEHAVIOR)
          .withPossibleValueSourceName(POSSIBLE_VALUE_SOURCE_STORE);
    }
 
@@ -549,7 +551,9 @@ public class TestUtils
          .withField(new QFieldMetaData("cost", QFieldType.DECIMAL).withDisplayFormat(DisplayFormat.CURRENCY))
          .withField(new QFieldMetaData("price", QFieldType.DECIMAL).withDisplayFormat(DisplayFormat.CURRENCY))
          .withField(new QFieldMetaData("ssn", QFieldType.STRING).withType(QFieldType.PASSWORD))
-         .withField(new QFieldMetaData("superSecret", QFieldType.STRING).withType(QFieldType.PASSWORD).withIsHidden(true));
+         .withField(new QFieldMetaData("superSecret", QFieldType.STRING).withType(QFieldType.PASSWORD).withIsHidden(true))
+         .withField(new QFieldMetaData("timestamp", QFieldType.DATE_TIME)) // adding this for GC tests, so we can set a date-time (since CD & MD are owned by system)
+         ;
    }
 
 
@@ -602,6 +606,7 @@ public class TestUtils
          .withField(new QFieldMetaData("id", QFieldType.INTEGER).withIsEditable(false))
          .withField(new QFieldMetaData("createDate", QFieldType.DATE_TIME).withIsEditable(false))
          .withField(new QFieldMetaData("modifyDate", QFieldType.DATE_TIME).withIsEditable(false))
+         .withField(new QFieldMetaData("timestamp", QFieldType.DATE_TIME)) // adding this for GC tests, so we can set a date-time (since CD & MD are owned by system)
          .withField(new QFieldMetaData("orderId", QFieldType.INTEGER))
          .withField(new QFieldMetaData("lineNumber", QFieldType.STRING))
          .withField(new QFieldMetaData("sku", QFieldType.STRING).withLabel("SKU"))
@@ -717,7 +722,7 @@ public class TestUtils
    /*******************************************************************************
     **
     *******************************************************************************/
-   private static QTableAutomationDetails defineStandardAutomationDetails()
+   public static QTableAutomationDetails defineStandardAutomationDetails()
    {
       return (new QTableAutomationDetails()
          .withProviderName(POLLING_AUTOMATION)
@@ -1252,7 +1257,6 @@ public class TestUtils
 
 
 
-
    /*******************************************************************************
     **
     *******************************************************************************/
diff --git a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/utils/memoization/MemoizationTest.java b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/utils/memoization/MemoizationTest.java
index 85683482..5d999353 100644
--- a/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/utils/memoization/MemoizationTest.java
+++ b/qqq-backend-core/src/test/java/com/kingsrook/qqq/backend/core/utils/memoization/MemoizationTest.java
@@ -32,11 +32,15 @@ import java.util.concurrent.ExecutorService;
 import java.util.concurrent.Executors;
 import java.util.concurrent.Future;
 import java.util.concurrent.TimeUnit;
+import java.util.concurrent.atomic.AtomicInteger;
 import com.kingsrook.qqq.backend.core.BaseTest;
 import com.kingsrook.qqq.backend.core.utils.SleepUtils;
+import com.kingsrook.qqq.backend.core.utils.lambdas.UnsafeFunction;
 import org.junit.jupiter.api.Disabled;
 import org.junit.jupiter.api.Test;
 import static org.assertj.core.api.Assertions.assertThat;
+import static org.assertj.core.api.Assertions.assertThatThrownBy;
+import static org.junit.jupiter.api.Assertions.assertEquals;
 import static org.junit.jupiter.api.Assertions.assertNotNull;
 import static org.junit.jupiter.api.Assertions.assertNull;
 import static org.junit.jupiter.api.Assertions.assertTrue;
@@ -58,9 +62,9 @@ class MemoizationTest extends BaseTest
       memoization.setMaxSize(3);
       memoization.setTimeout(Duration.ofMillis(100));
 
-      assertThat(memoization.getResult("one")).isEmpty();
+      assertThat(memoization.getMemoizedResult("one")).isEmpty();
       memoization.storeResult("one", 1);
-      assertThat(memoization.getResult("one")).isPresent().get().isEqualTo(1);
+      assertThat(memoization.getMemoizedResult("one")).isPresent().get().extracting("result").isEqualTo(1);
 
       ////////////////////////////////////////////////////
       // store 3 more results - this should force 1 out //
@@ -68,22 +72,22 @@ class MemoizationTest extends BaseTest
       memoization.storeResult("two", 2);
       memoization.storeResult("three", 3);
       memoization.storeResult("four", 4);
-      assertThat(memoization.getResult("one")).isEmpty();
+      assertThat(memoization.getMemoizedResult("one")).isEmpty();
 
       //////////////////////////////////
       // make sure others are present //
       //////////////////////////////////
-      assertThat(memoization.getResult("two")).isPresent().get().isEqualTo(2);
-      assertThat(memoization.getResult("three")).isPresent().get().isEqualTo(3);
-      assertThat(memoization.getResult("four")).isPresent().get().isEqualTo(4);
+      assertThat(memoization.getMemoizedResult("two")).isPresent().get().extracting("result").isEqualTo(2);
+      assertThat(memoization.getMemoizedResult("three")).isPresent().get().extracting("result").isEqualTo(3);
+      assertThat(memoization.getMemoizedResult("four")).isPresent().get().extracting("result").isEqualTo(4);
 
       /////////////////////////////////////////////////////////////
       // wait more than the timeout, then make sure all are gone //
       /////////////////////////////////////////////////////////////
       SleepUtils.sleep(150, TimeUnit.MILLISECONDS);
-      assertThat(memoization.getResult("two")).isEmpty();
-      assertThat(memoization.getResult("three")).isEmpty();
-      assertThat(memoization.getResult("four")).isEmpty();
+      assertThat(memoization.getMemoizedResult("two")).isEmpty();
+      assertThat(memoization.getMemoizedResult("three")).isEmpty();
+      assertThat(memoization.getMemoizedResult("four")).isEmpty();
    }
 
 
@@ -97,24 +101,17 @@ class MemoizationTest extends BaseTest
       Memoization<String, Integer> memoization = new Memoization<>();
       memoization.storeResult("null", null);
 
-      ///////////////////////////////////////////////////////////////////////////////////////////
-      // note - we can't tell a stored null apart from a non-stored value by calling getResult //
-      ///////////////////////////////////////////////////////////////////////////////////////////
-      Optional<Integer> optionalNull = memoization.getResult("null");
-      assertNotNull(optionalNull);
-      assertTrue(optionalNull.isEmpty());
-
-      ////////////////////////////////////////////
-      // instead, we must use getMemoizedResult //
-      ////////////////////////////////////////////
+      ///////////////////////////////////////////////////////////////////////////////////////////////////////
+      // the memoizedResult should never be null, and should be present if we memoized/stored a null value //
+      ///////////////////////////////////////////////////////////////////////////////////////////////////////
       Optional<MemoizedResult<Integer>> optionalMemoizedResult = memoization.getMemoizedResult("null");
       assertNotNull(optionalMemoizedResult);
       assertTrue(optionalMemoizedResult.isPresent());
       assertNull(optionalMemoizedResult.get().getResult());
 
-      /////////////////////////////////////////////////////////////////
-      // make sure getMemoizedResult returns empty for an un-set key //
-      /////////////////////////////////////////////////////////////////
+      //////////////////////////////////////////////////////////////////////////////
+      // make sure getMemoizedResult returns non-null and empty for an un-set key //
+      //////////////////////////////////////////////////////////////////////////////
       optionalMemoizedResult = memoization.getMemoizedResult("never-stored");
       assertNotNull(optionalMemoizedResult);
       assertTrue(optionalMemoizedResult.isEmpty());
@@ -122,6 +119,75 @@ class MemoizationTest extends BaseTest
 
 
 
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testLookupFunction()
+   {
+      AtomicInteger lookupFunctionCallCounter = new AtomicInteger(0);
+
+      Memoization<String, Integer> memoization = new Memoization<>();
+
+      UnsafeFunction<String, Integer, Exception> lookupFunction = numberString ->
+      {
+         lookupFunctionCallCounter.getAndIncrement();
+
+         if(numberString.equals("null"))
+         {
+            return (null);
+         }
+
+         return Integer.parseInt(numberString);
+      };
+
+      //////////////////////////////////////////////////////////////////////////////////////////
+      // get "1" twice - should return 1 each time, and call the lookup function exactly once //
+      //////////////////////////////////////////////////////////////////////////////////////////
+      assertThat(memoization.getResult("1", lookupFunction)).isPresent().contains(1);
+      assertEquals(1, lookupFunctionCallCounter.get());
+
+      assertThat(memoization.getResult("1", lookupFunction)).isPresent().contains(1);
+      assertEquals(1, lookupFunctionCallCounter.get());
+
+      /////////////////////////////////////////////////////////////////////////////////////////////////////////
+      // now get "null" twice - should return null each time, and call the lookup function exactly once more //
+      /////////////////////////////////////////////////////////////////////////////////////////////////////////
+      assertThat(memoization.getResult("null", lookupFunction)).isEmpty();
+      assertEquals(2, lookupFunctionCallCounter.get());
+
+      assertThat(memoization.getResult("null", lookupFunction)).isEmpty();
+      assertEquals(2, lookupFunctionCallCounter.get());
+
+      ////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+      // now make a call that throws twice - again, should return null each time, and only do one more loookup call //
+      ////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+      assertThat(memoization.getResult(null, lookupFunction)).isEmpty();
+      assertEquals(3, lookupFunctionCallCounter.get());
+
+      assertThat(memoization.getResult(null, lookupFunction)).isEmpty();
+      assertEquals(3, lookupFunctionCallCounter.get());
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testGetResultThrowing() throws Exception
+   {
+      Memoization<String, Integer> memoization = new Memoization<>();
+
+      UnsafeFunction<String, Integer, Exception> lookupFunction = Integer::parseInt;
+
+      assertEquals(Optional.of(1), memoization.getResultThrowing("1", lookupFunction));
+      assertThatThrownBy(() -> memoization.getResultThrowing(null, lookupFunction)).hasMessageContaining("null");
+      assertThatThrownBy(() -> memoization.getResultThrowing("two", lookupFunction)).hasMessageContaining("For input string:");
+   }
+
+
+
    /*******************************************************************************
     **
     *******************************************************************************/
@@ -143,7 +209,7 @@ class MemoizationTest extends BaseTest
             for(int n = 0; n < 1_000_000; n++)
             {
                memoization.storeResult(String.valueOf(n), n);
-               memoization.getResult(String.valueOf(n));
+               memoization.getMemoizedResult(String.valueOf(n));
 
                if(n % 100_000 == 0)
                {
diff --git a/qqq-backend-module-api/src/main/java/com/kingsrook/qqq/backend/module/api/actions/BaseAPIActionUtil.java b/qqq-backend-module-api/src/main/java/com/kingsrook/qqq/backend/module/api/actions/BaseAPIActionUtil.java
index a14b23b1..5be4635d 100644
--- a/qqq-backend-module-api/src/main/java/com/kingsrook/qqq/backend/module/api/actions/BaseAPIActionUtil.java
+++ b/qqq-backend-module-api/src/main/java/com/kingsrook/qqq/backend/module/api/actions/BaseAPIActionUtil.java
@@ -96,6 +96,7 @@ import org.apache.http.impl.client.HttpClientBuilder;
 import org.apache.http.impl.client.HttpClients;
 import org.apache.http.impl.conn.PoolingHttpClientConnectionManager;
 import org.apache.http.util.EntityUtils;
+import org.apache.logging.log4j.Level;
 import org.json.JSONArray;
 import org.json.JSONObject;
 import static com.kingsrook.qqq.backend.core.logging.LogUtils.logPair;
@@ -189,12 +190,6 @@ public class BaseAPIActionUtil
       InsertOutput insertOutput = new InsertOutput();
       insertOutput.setRecords(new ArrayList<>());
 
-      if(CollectionUtils.nullSafeIsEmpty(insertInput.getRecords()))
-      {
-         LOG.debug("Insert request called with 0 records.  Returning with no-op");
-         return (insertOutput);
-      }
-
       try
       {
          // todo - supports bulk post?
@@ -715,11 +710,11 @@ public class BaseAPIActionUtil
 
          if(backendMetaData.getAuthorizationType().equals(AuthorizationType.BASIC_AUTH_USERNAME_PASSWORD))
          {
-            request.addHeader("Authorization", getBasicAuthenticationHeader(record.getValueString(backendMetaData.getVariantOptionsTableUsernameField()), record.getValueString(backendMetaData.getVariantOptionsTablePasswordField())));
+            request.setHeader("Authorization", getBasicAuthenticationHeader(record.getValueString(backendMetaData.getVariantOptionsTableUsernameField()), record.getValueString(backendMetaData.getVariantOptionsTablePasswordField())));
          }
          else if(backendMetaData.getAuthorizationType().equals(AuthorizationType.API_KEY_HEADER))
          {
-            request.addHeader("API-Key", record.getValueString(backendMetaData.getVariantOptionsTableApiKeyField()));
+            request.setHeader("API-Key", record.getValueString(backendMetaData.getVariantOptionsTableApiKeyField()));
          }
          else
          {
@@ -733,10 +728,10 @@ public class BaseAPIActionUtil
       ///////////////////////////////////////////////////////////////////////////////////////////
       switch(backendMetaData.getAuthorizationType())
       {
-         case BASIC_AUTH_API_KEY -> request.addHeader("Authorization", getBasicAuthenticationHeader(backendMetaData.getApiKey()));
-         case BASIC_AUTH_USERNAME_PASSWORD -> request.addHeader("Authorization", getBasicAuthenticationHeader(backendMetaData.getUsername(), backendMetaData.getPassword()));
-         case API_KEY_HEADER -> request.addHeader("API-Key", backendMetaData.getApiKey());
-         case API_TOKEN -> request.addHeader("Authorization", "Token " + backendMetaData.getApiKey());
+         case BASIC_AUTH_API_KEY -> request.setHeader("Authorization", getBasicAuthenticationHeader(backendMetaData.getApiKey()));
+         case BASIC_AUTH_USERNAME_PASSWORD -> request.setHeader("Authorization", getBasicAuthenticationHeader(backendMetaData.getUsername(), backendMetaData.getPassword()));
+         case API_KEY_HEADER -> request.setHeader("API-Key", backendMetaData.getApiKey());
+         case API_TOKEN -> request.setHeader("Authorization", "Token " + backendMetaData.getApiKey());
          case OAUTH2 -> request.setHeader("Authorization", "Bearer " + getOAuth2Token());
          case API_KEY_QUERY_PARAM ->
          {
@@ -792,9 +787,9 @@ public class BaseAPIActionUtil
 
             if(setCredentialsInHeader)
             {
-               request.addHeader("Authorization", getBasicAuthenticationHeader(backendMetaData.getClientId(), backendMetaData.getClientSecret()));
+               request.setHeader("Authorization", getBasicAuthenticationHeader(backendMetaData.getClientId(), backendMetaData.getClientSecret()));
             }
-            request.addHeader("Content-Type", "application/x-www-form-urlencoded; charset=utf-8");
+            request.setHeader("Content-Type", "application/x-www-form-urlencoded; charset=utf-8");
 
             HttpResponse response     = executeOAuthTokenRequest(client, request);
             int          statusCode   = response.getStatusLine().getStatusCode();
@@ -856,7 +851,7 @@ public class BaseAPIActionUtil
     *******************************************************************************/
    protected void setupContentTypeInRequest(HttpRequestBase request)
    {
-      request.addHeader("Content-Type", backendMetaData.getContentType());
+      request.setHeader("Content-Type", backendMetaData.getContentType());
    }
 
 
@@ -878,7 +873,7 @@ public class BaseAPIActionUtil
     *******************************************************************************/
    public void setupAdditionalHeaders(HttpRequestBase request)
    {
-      request.addHeader("Accept", "application/json");
+      request.setHeader("Accept", "application/json");
    }
 
 
@@ -1087,7 +1082,7 @@ public class BaseAPIActionUtil
                /////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
                // trim response body (just to keep logs smaller, or, in case someone consuming logs doesn't want such long lines) //
                /////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
-               LOG.info("Received successful response with code [" + qResponse.getStatusCode() + "] and content [" + StringUtils.safeTruncate(qResponse.getContent(), getMaxResponseMessageLengthForLog(), "...") + "].");
+               LOG.log(getAPIResponseLogLevel(), "Received successful response with code [" + qResponse.getStatusCode() + "] and content [" + StringUtils.safeTruncate(qResponse.getContent(), getMaxResponseMessageLengthForLog(), "...") + "].");
                return (qResponse);
             }
          }
@@ -1513,4 +1508,14 @@ public class BaseAPIActionUtil
       // nothing to do at this layer, meant to be overridden by subclasses //
       ///////////////////////////////////////////////////////////////////////
    }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   protected Level getAPIResponseLogLevel() throws QException
+   {
+      return (Level.DEBUG);
+   }
 }
diff --git a/qqq-backend-module-filesystem/src/main/java/com/kingsrook/qqq/backend/module/filesystem/base/actions/AbstractBaseFilesystemAction.java b/qqq-backend-module-filesystem/src/main/java/com/kingsrook/qqq/backend/module/filesystem/base/actions/AbstractBaseFilesystemAction.java
index 78088b8e..df54eef9 100644
--- a/qqq-backend-module-filesystem/src/main/java/com/kingsrook/qqq/backend/module/filesystem/base/actions/AbstractBaseFilesystemAction.java
+++ b/qqq-backend-module-filesystem/src/main/java/com/kingsrook/qqq/backend/module/filesystem/base/actions/AbstractBaseFilesystemAction.java
@@ -25,6 +25,7 @@ package com.kingsrook.qqq.backend.module.filesystem.base.actions;
 import java.io.File;
 import java.io.IOException;
 import java.io.InputStream;
+import java.util.ArrayList;
 import java.util.List;
 import java.util.Optional;
 import com.kingsrook.qqq.backend.core.actions.customizers.QCodeLoader;
@@ -36,6 +37,7 @@ import com.kingsrook.qqq.backend.core.model.actions.tables.count.CountInput;
 import com.kingsrook.qqq.backend.core.model.actions.tables.count.CountOutput;
 import com.kingsrook.qqq.backend.core.model.actions.tables.insert.InsertInput;
 import com.kingsrook.qqq.backend.core.model.actions.tables.insert.InsertOutput;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QQueryFilter;
 import com.kingsrook.qqq.backend.core.model.actions.tables.query.QueryInput;
 import com.kingsrook.qqq.backend.core.model.actions.tables.query.QueryOutput;
 import com.kingsrook.qqq.backend.core.model.data.QRecord;
@@ -51,6 +53,7 @@ import com.kingsrook.qqq.backend.module.filesystem.base.model.metadata.Cardinali
 import com.kingsrook.qqq.backend.module.filesystem.exceptions.FilesystemException;
 import org.apache.commons.io.IOUtils;
 import org.apache.commons.lang.NotImplementedException;
+import static com.kingsrook.qqq.backend.core.logging.LogUtils.logPair;
 
 
 /*******************************************************************************
@@ -68,7 +71,17 @@ public abstract class AbstractBaseFilesystemAction<FILE>
    /*******************************************************************************
     ** List the files for a table - to be implemented in module-specific subclasses.
     *******************************************************************************/
-   public abstract List<FILE> listFiles(QTableMetaData table, QBackendMetaData backendBase);
+   public List<FILE> listFiles(QTableMetaData table, QBackendMetaData backendBase) throws QException
+   {
+      return (listFiles(table, backendBase, null));
+   }
+
+
+
+   /*******************************************************************************
+    ** List the files for a table - WITH an input filter - to be implemented in module-specific subclasses.
+    *******************************************************************************/
+   public abstract List<FILE> listFiles(QTableMetaData table, QBackendMetaData backendBase, QQueryFilter filter) throws QException;
 
    /*******************************************************************************
     ** Read the contents of a file - to be implemented in module-specific subclasses.
@@ -181,6 +194,7 @@ public abstract class AbstractBaseFilesystemAction<FILE>
    /*******************************************************************************
     ** Generic implementation of the execute method from the QueryInterface
     *******************************************************************************/
+   @SuppressWarnings("checkstyle:Indentation")
    public QueryOutput executeQuery(QueryInput queryInput) throws QException
    {
       preAction(queryInput.getBackend());
@@ -191,51 +205,97 @@ public abstract class AbstractBaseFilesystemAction<FILE>
 
          QTableMetaData                        table        = queryInput.getTable();
          AbstractFilesystemTableBackendDetails tableDetails = getTableBackendDetails(AbstractFilesystemTableBackendDetails.class, table);
-         List<FILE>                            files        = listFiles(table, queryInput.getBackend());
+         List<FILE>                            files        = listFiles(table, queryInput.getBackend(), queryInput.getFilter());
 
+         int recordCount = 0;
+
+         FILE_LOOP:
          for(FILE file : files)
          {
-            LOG.info("Processing file: " + getFullPathForFile(file));
-            switch(tableDetails.getRecordFormat())
+            InputStream inputStream = readFile(file);
+            switch(tableDetails.getCardinality())
             {
-               case CSV:
+               case MANY:
                {
-                  String fileContents = IOUtils.toString(readFile(file));
-                  fileContents = customizeFileContentsAfterReading(table, fileContents);
-
-                  if(queryInput.getRecordPipe() != null)
+                  LOG.info("Extracting records from file", logPair("table", table.getName()), logPair("path", getFullPathForFile(file)));
+                  switch(tableDetails.getRecordFormat())
                   {
-                     new CsvToQRecordAdapter().buildRecordsFromCsv(queryInput.getRecordPipe(), fileContents, table, null, (record ->
+                     case CSV:
                      {
-                        ////////////////////////////////////////////////////////////////////////////////////////////
-                        // Before the records go into the pipe, make sure their backend details are added to them //
-                        ////////////////////////////////////////////////////////////////////////////////////////////
-                        addBackendDetailsToRecord(record, file);
-                     }));
-                  }
-                  else
-                  {
-                     List<QRecord> recordsInFile = new CsvToQRecordAdapter().buildRecordsFromCsv(fileContents, table, null);
-                     addBackendDetailsToRecords(recordsInFile, file);
-                     queryOutput.addRecords(recordsInFile);
+                        String fileContents = IOUtils.toString(inputStream);
+                        fileContents = customizeFileContentsAfterReading(table, fileContents);
+
+                        if(queryInput.getRecordPipe() != null)
+                        {
+                           new CsvToQRecordAdapter().buildRecordsFromCsv(queryInput.getRecordPipe(), fileContents, table, null, (record ->
+                           {
+                              ////////////////////////////////////////////////////////////////////////////////////////////
+                              // Before the records go into the pipe, make sure their backend details are added to them //
+                              ////////////////////////////////////////////////////////////////////////////////////////////
+                              addBackendDetailsToRecord(record, file);
+                           }));
+                        }
+                        else
+                        {
+                           List<QRecord> recordsInFile = new CsvToQRecordAdapter().buildRecordsFromCsv(fileContents, table, null);
+                           addBackendDetailsToRecords(recordsInFile, file);
+                           queryOutput.addRecords(recordsInFile);
+                        }
+                        break;
+                     }
+                     case JSON:
+                     {
+                        String fileContents = IOUtils.toString(inputStream);
+                        fileContents = customizeFileContentsAfterReading(table, fileContents);
+
+                        // todo - pipe support!!
+                        List<QRecord> recordsInFile = new JsonToQRecordAdapter().buildRecordsFromJson(fileContents, table, null);
+                        addBackendDetailsToRecords(recordsInFile, file);
+
+                        queryOutput.addRecords(recordsInFile);
+                        break;
+                     }
+                     default:
+                     {
+                        throw new IllegalStateException("Unexpected table record format: " + tableDetails.getRecordFormat());
+                     }
                   }
                   break;
                }
-               case JSON:
+               case ONE:
                {
-                  String fileContents = IOUtils.toString(readFile(file));
-                  fileContents = customizeFileContentsAfterReading(table, fileContents);
+                  ////////////////////////////////////////////////////////////////////////////////
+                  // for one-record tables, put the entire file's contents into a single record //
+                  ////////////////////////////////////////////////////////////////////////////////
+                  String filePathWithoutBase = stripBackendAndTableBasePathsFromFileName(getFullPathForFile(file), queryInput.getBackend(), table);
+                  byte[] bytes               = inputStream.readAllBytes();
 
-                  // todo - pipe support!!
-                  List<QRecord> recordsInFile = new JsonToQRecordAdapter().buildRecordsFromJson(fileContents, table, null);
-                  addBackendDetailsToRecords(recordsInFile, file);
+                  QRecord record = new QRecord()
+                     .withValue(tableDetails.getFileNameFieldName(), filePathWithoutBase)
+                     .withValue(tableDetails.getContentsFieldName(), bytes);
+                  queryOutput.addRecord(record);
+
+                  ///////////////////////////////////////////////////////////////////////////////////////////////////////////
+                  // keep our own count - in case the query output is using a pipe (e.g., so we can't just call a .size()) //
+                  ///////////////////////////////////////////////////////////////////////////////////////////////////////////
+                  recordCount++;
+
+                  ////////////////////////////////////////////////////////////////////////////
+                  // break out of the file loop if we have hit the limit (if one was given) //
+                  ////////////////////////////////////////////////////////////////////////////
+                  if(queryInput.getFilter() != null && queryInput.getFilter().getLimit() != null)
+                  {
+                     if(recordCount >= queryInput.getFilter().getLimit())
+                     {
+                        break FILE_LOOP;
+                     }
+                  }
 
-                  queryOutput.addRecords(recordsInFile);
                   break;
                }
                default:
                {
-                  throw new NotImplementedException("Filesystem record format " + tableDetails.getRecordFormat() + " is not yet implemented");
+                  throw new IllegalStateException("Unexpected table cardinality: " + tableDetails.getCardinality());
                }
             }
          }
@@ -337,13 +397,15 @@ public abstract class AbstractBaseFilesystemAction<FILE>
          QTableMetaData   table   = insertInput.getTable();
          QBackendMetaData backend = insertInput.getBackend();
 
+         output.setRecords(new ArrayList<>());
+
          AbstractFilesystemTableBackendDetails tableDetails = getTableBackendDetails(AbstractFilesystemTableBackendDetails.class, table);
          if(tableDetails.getCardinality().equals(Cardinality.ONE))
          {
             for(QRecord record : insertInput.getRecords())
             {
-               String fullPath = stripDuplicatedSlashes(getFullBasePath(table, backend) + File.separator + record.getValueString("fileName"));
-               writeFile(backend, fullPath, record.getValueByteArray("contents"));
+               String fullPath = stripDuplicatedSlashes(getFullBasePath(table, backend) + File.separator + record.getValueString(tableDetails.getFileNameFieldName()));
+               writeFile(backend, fullPath, record.getValueByteArray(tableDetails.getContentsFieldName()));
                record.addBackendDetail(FilesystemRecordBackendDetailFields.FULL_PATH, fullPath);
                output.addRecord(record);
             }
diff --git a/qqq-backend-module-filesystem/src/main/java/com/kingsrook/qqq/backend/module/filesystem/base/model/metadata/AbstractFilesystemTableBackendDetails.java b/qqq-backend-module-filesystem/src/main/java/com/kingsrook/qqq/backend/module/filesystem/base/model/metadata/AbstractFilesystemTableBackendDetails.java
index 32bfa2d6..f50f1b4c 100644
--- a/qqq-backend-module-filesystem/src/main/java/com/kingsrook/qqq/backend/module/filesystem/base/model/metadata/AbstractFilesystemTableBackendDetails.java
+++ b/qqq-backend-module-filesystem/src/main/java/com/kingsrook/qqq/backend/module/filesystem/base/model/metadata/AbstractFilesystemTableBackendDetails.java
@@ -22,7 +22,11 @@
 package com.kingsrook.qqq.backend.module.filesystem.base.model.metadata;
 
 
+import com.kingsrook.qqq.backend.core.instances.QInstanceValidator;
+import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
 import com.kingsrook.qqq.backend.core.model.metadata.tables.QTableBackendDetails;
+import com.kingsrook.qqq.backend.core.model.metadata.tables.QTableMetaData;
+import com.kingsrook.qqq.backend.core.utils.StringUtils;
 
 
 /*******************************************************************************
@@ -35,6 +39,9 @@ public class AbstractFilesystemTableBackendDetails extends QTableBackendDetails
    private RecordFormat recordFormat;
    private Cardinality  cardinality;
 
+   private String contentsFieldName;
+   private String fileNameFieldName;
+
 
 
    /*******************************************************************************
@@ -175,4 +182,103 @@ public class AbstractFilesystemTableBackendDetails extends QTableBackendDetails
       return ((T) this);
    }
 
+
+
+   /*******************************************************************************
+    ** Getter for contentsFieldName
+    *******************************************************************************/
+   public String getContentsFieldName()
+   {
+      return (this.contentsFieldName);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for contentsFieldName
+    *******************************************************************************/
+   public void setContentsFieldName(String contentsFieldName)
+   {
+      this.contentsFieldName = contentsFieldName;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for contentsFieldName
+    *******************************************************************************/
+   public AbstractFilesystemTableBackendDetails withContentsFieldName(String contentsFieldName)
+   {
+      this.contentsFieldName = contentsFieldName;
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for fileNameFieldName
+    *******************************************************************************/
+   public String getFileNameFieldName()
+   {
+      return (this.fileNameFieldName);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for fileNameFieldName
+    *******************************************************************************/
+   public void setFileNameFieldName(String fileNameFieldName)
+   {
+      this.fileNameFieldName = fileNameFieldName;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for fileNameFieldName
+    *******************************************************************************/
+   public AbstractFilesystemTableBackendDetails withFileNameFieldName(String fileNameFieldName)
+   {
+      this.fileNameFieldName = fileNameFieldName;
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Override
+   public void validate(QInstance qInstance, QTableMetaData table, QInstanceValidator qInstanceValidator)
+   {
+      super.validate(qInstance, table, qInstanceValidator);
+
+      String prefix = "Table " + (table == null ? "null" : table.getName()) + " backend details - ";
+      if(qInstanceValidator.assertCondition(cardinality != null, prefix + "missing cardinality"))
+      {
+         if(cardinality.equals(Cardinality.ONE))
+         {
+            if(qInstanceValidator.assertCondition(StringUtils.hasContent(contentsFieldName), prefix + "missing contentsFieldName, which is required for Cardinality ONE"))
+            {
+               qInstanceValidator.assertCondition(table != null && table.getFields().containsKey(contentsFieldName), prefix + "contentsFieldName [" + contentsFieldName + "] is not a field on this table.");
+            }
+
+            if(qInstanceValidator.assertCondition(StringUtils.hasContent(fileNameFieldName), prefix + "missing fileNameFieldName, which is required for Cardinality ONE"))
+            {
+               qInstanceValidator.assertCondition(table != null && table.getFields().containsKey(fileNameFieldName), prefix + "fileNameFieldName [" + fileNameFieldName + "] is not a field on this table.");
+            }
+
+            qInstanceValidator.assertCondition(recordFormat == null, prefix + "has a recordFormat, which is not allowed for Cardinality ONE");
+         }
+
+         if(cardinality.equals(Cardinality.MANY))
+         {
+            qInstanceValidator.assertCondition(!StringUtils.hasContent(contentsFieldName), prefix + "has a contentsFieldName, which is not allowed for Cardinality MANY");
+            qInstanceValidator.assertCondition(!StringUtils.hasContent(fileNameFieldName), prefix + "has a fileNameFieldName, which is not allowed for Cardinality MANY");
+            qInstanceValidator.assertCondition(recordFormat != null, prefix + "missing recordFormat, which is required for Cardinality MANY");
+         }
+      }
+
+   }
 }
diff --git a/qqq-backend-module-filesystem/src/main/java/com/kingsrook/qqq/backend/module/filesystem/base/model/metadata/FilesystemTableMetaDataBuilder.java b/qqq-backend-module-filesystem/src/main/java/com/kingsrook/qqq/backend/module/filesystem/base/model/metadata/FilesystemTableMetaDataBuilder.java
new file mode 100644
index 00000000..b98d30f7
--- /dev/null
+++ b/qqq-backend-module-filesystem/src/main/java/com/kingsrook/qqq/backend/module/filesystem/base/model/metadata/FilesystemTableMetaDataBuilder.java
@@ -0,0 +1,210 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.module.filesystem.base.model.metadata;
+
+
+import com.kingsrook.qqq.backend.core.model.metadata.QBackendMetaData;
+import com.kingsrook.qqq.backend.core.model.metadata.fields.QFieldMetaData;
+import com.kingsrook.qqq.backend.core.model.metadata.fields.QFieldType;
+import com.kingsrook.qqq.backend.core.model.metadata.tables.QTableMetaData;
+import com.kingsrook.qqq.backend.module.filesystem.local.FilesystemBackendModule;
+import com.kingsrook.qqq.backend.module.filesystem.local.model.metadata.FilesystemTableBackendDetails;
+import com.kingsrook.qqq.backend.module.filesystem.s3.S3BackendModule;
+import com.kingsrook.qqq.backend.module.filesystem.s3.model.metadata.S3TableBackendDetails;
+
+
+/*******************************************************************************
+ ** Builder class to create standard style QTableMetaData for tables in filesystem
+ ** modules (avoid some boilerplate).
+ **
+ ** e.g., lets us create a file-based table like so:
+ <pre>
+ QTableMetaData table = new FilesystemTableMetaDataBuilder()
+ .withName("myTableName")
+ .withBackend(qInstance.getBackend("myBackendName"))
+ .withGlob("*.csv")
+ .withBasePath("/")
+ .buildStandardCardinalityOneTable();
+ </pre>
+ *******************************************************************************/
+public class FilesystemTableMetaDataBuilder
+{
+   private String           name;
+   private QBackendMetaData backend;
+   private String           basePath;
+   private String           glob;
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @SuppressWarnings("checkstyle:Indentation")
+   public QTableMetaData buildStandardCardinalityOneTable()
+   {
+      AbstractFilesystemTableBackendDetails tableBackendDetails = switch(backend.getBackendType())
+      {
+         case S3BackendModule.BACKEND_TYPE -> new S3TableBackendDetails();
+         case FilesystemBackendModule.BACKEND_TYPE -> new FilesystemTableBackendDetails();
+         default -> throw new IllegalStateException("Unexpected value: " + backend.getBackendType());
+      };
+
+      return new QTableMetaData()
+         .withName(name)
+         .withIsHidden(true)
+         .withBackendName(backend.getName())
+         .withPrimaryKeyField("fileName")
+         .withField(new QFieldMetaData("fileName", QFieldType.INTEGER))
+         .withField(new QFieldMetaData("contents", QFieldType.STRING))
+         .withBackendDetails(tableBackendDetails
+            .withCardinality(Cardinality.ONE)
+            .withFileNameFieldName("fileName")
+            .withContentsFieldName("contents")
+            .withBasePath(basePath)
+            .withGlob(glob));
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for backend
+    *******************************************************************************/
+   public QBackendMetaData getBackend()
+   {
+      return (this.backend);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for backend
+    *******************************************************************************/
+   public void setBackend(QBackendMetaData backend)
+   {
+      this.backend = backend;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for backend
+    *******************************************************************************/
+   public FilesystemTableMetaDataBuilder withBackend(QBackendMetaData backend)
+   {
+      this.backend = backend;
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for tableName
+    *******************************************************************************/
+   public String getName()
+   {
+      return (this.name);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for tableName
+    *******************************************************************************/
+   public void setName(String name)
+   {
+      this.name = name;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for name
+    *******************************************************************************/
+   public FilesystemTableMetaDataBuilder withName(String name)
+   {
+      this.name = name;
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for basePath
+    *******************************************************************************/
+   public String getBasePath()
+   {
+      return (this.basePath);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for basePath
+    *******************************************************************************/
+   public void setBasePath(String basePath)
+   {
+      this.basePath = basePath;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for basePath
+    *******************************************************************************/
+   public FilesystemTableMetaDataBuilder withBasePath(String basePath)
+   {
+      this.basePath = basePath;
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for glob
+    *******************************************************************************/
+   public String getGlob()
+   {
+      return (this.glob);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for glob
+    *******************************************************************************/
+   public void setGlob(String glob)
+   {
+      this.glob = glob;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for glob
+    *******************************************************************************/
+   public FilesystemTableMetaDataBuilder withGlob(String glob)
+   {
+      this.glob = glob;
+      return (this);
+   }
+
+}
diff --git a/qqq-backend-module-filesystem/src/main/java/com/kingsrook/qqq/backend/module/filesystem/base/utils/SharedFilesystemBackendModuleUtils.java b/qqq-backend-module-filesystem/src/main/java/com/kingsrook/qqq/backend/module/filesystem/base/utils/SharedFilesystemBackendModuleUtils.java
new file mode 100644
index 00000000..026386b0
--- /dev/null
+++ b/qqq-backend-module-filesystem/src/main/java/com/kingsrook/qqq/backend/module/filesystem/base/utils/SharedFilesystemBackendModuleUtils.java
@@ -0,0 +1,137 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2023.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.module.filesystem.base.utils;
+
+
+import java.net.URI;
+import java.nio.file.FileSystems;
+import java.nio.file.Path;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QCriteriaOperator;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QFilterCriteria;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QQueryFilter;
+import com.kingsrook.qqq.backend.core.utils.CollectionUtils;
+import com.kingsrook.qqq.backend.module.filesystem.base.model.metadata.AbstractFilesystemTableBackendDetails;
+
+
+/*******************************************************************************
+ ** utility methods shared by s3 & local-filesystem utils classes
+ *******************************************************************************/
+public class SharedFilesystemBackendModuleUtils
+{
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public static boolean doesFilePathMatchFilter(String filePath, QQueryFilter filter, AbstractFilesystemTableBackendDetails tableDetails) throws QException
+   {
+      if(filter == null || !filter.hasAnyCriteria())
+      {
+         return (true);
+      }
+
+      if(CollectionUtils.nullSafeHasContents(filter.getSubFilters()))
+      {
+         ///////////////////////////////
+         // todo - well, we could ... //
+         ///////////////////////////////
+         throw (new QException("Filters with sub-filters are not supported for querying filesystems at this time."));
+      }
+
+      Path path = Path.of(URI.create("file:///" + filePath));
+
+      ////////////////////////////////////////////////////////////////////////////////////////////////////
+      // foreach criteria, build a pathmatcher (or many, for an in-list), and check if the file matches //
+      ////////////////////////////////////////////////////////////////////////////////////////////////////
+      for(QFilterCriteria criteria : filter.getCriteria())
+      {
+         boolean matches = doesFilePathMatchOneCriteria(criteria, tableDetails, path);
+
+         if(!matches && QQueryFilter.BooleanOperator.AND.equals(filter.getBooleanOperator()))
+         {
+            ////////////////////////////////////////////////////////////////////////////////
+            // if it's not a match, and it's an AND filter, then the whole thing is false //
+            ////////////////////////////////////////////////////////////////////////////////
+            return (false);
+         }
+
+         if(matches && QQueryFilter.BooleanOperator.OR.equals(filter.getBooleanOperator()))
+         {
+            ////////////////////////////////////////////////////////////
+            // if it's an OR filter, and we've a match, return a true //
+            ////////////////////////////////////////////////////////////
+            return (true);
+         }
+      }
+
+      //////////////////////////////////////////////////////////////////////
+      // if we didn't return above, return now                            //
+      // for an OR - if we didn't find something true, then return false. //
+      // else, an AND - if we didn't find a false, we can return true.    //
+      //////////////////////////////////////////////////////////////////////
+      if(QQueryFilter.BooleanOperator.OR.equals(filter.getBooleanOperator()))
+      {
+         return (false);
+      }
+
+      return (true);
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   private static boolean doesFilePathMatchOneCriteria(QFilterCriteria criteria, AbstractFilesystemTableBackendDetails tableBackendDetails, Path path) throws QException
+   {
+      if(tableBackendDetails.getFileNameFieldName().equals(criteria.getFieldName()))
+      {
+         if(QCriteriaOperator.EQUALS.equals(criteria.getOperator()) && CollectionUtils.nonNullList(criteria.getValues()).size() == 1)
+         {
+            return (FileSystems.getDefault().getPathMatcher("glob:**/" + criteria.getValues().get(0)).matches(path));
+         }
+         else if(QCriteriaOperator.IN.equals(criteria.getOperator()) && !CollectionUtils.nonNullList(criteria.getValues()).isEmpty())
+         {
+            boolean anyMatch = false;
+            for(int i = 0; i < criteria.getValues().size(); i++)
+            {
+               if(FileSystems.getDefault().getPathMatcher("glob:**/" + criteria.getValues().get(i)).matches(path))
+               {
+                  anyMatch = true;
+                  break;
+               }
+            }
+
+            return (anyMatch);
+         }
+         else
+         {
+            throw (new QException("Unable to query filename field using operator: " + criteria.getOperator()));
+         }
+      }
+      else
+      {
+         throw (new QException("Unable to query filesystem table by field: " + criteria.getFieldName()));
+      }
+   }
+
+}
diff --git a/qqq-backend-module-filesystem/src/main/java/com/kingsrook/qqq/backend/module/filesystem/local/FilesystemBackendModule.java b/qqq-backend-module-filesystem/src/main/java/com/kingsrook/qqq/backend/module/filesystem/local/FilesystemBackendModule.java
index 8f0dbd50..820915ff 100644
--- a/qqq-backend-module-filesystem/src/main/java/com/kingsrook/qqq/backend/module/filesystem/local/FilesystemBackendModule.java
+++ b/qqq-backend-module-filesystem/src/main/java/com/kingsrook/qqq/backend/module/filesystem/local/FilesystemBackendModule.java
@@ -51,6 +51,7 @@ public class FilesystemBackendModule implements QBackendModuleInterface, Filesys
 {
    private static final QLogger LOG = QLogger.getLogger(FilesystemBackendModule.class);
 
+   public static final String BACKEND_TYPE = "filesystem";
 
 
    /*******************************************************************************
@@ -71,7 +72,7 @@ public class FilesystemBackendModule implements QBackendModuleInterface, Filesys
    @Override
    public String getBackendType()
    {
-      return ("filesystem");
+      return (BACKEND_TYPE);
    }
 
 
diff --git a/qqq-backend-module-filesystem/src/main/java/com/kingsrook/qqq/backend/module/filesystem/local/actions/AbstractFilesystemAction.java b/qqq-backend-module-filesystem/src/main/java/com/kingsrook/qqq/backend/module/filesystem/local/actions/AbstractFilesystemAction.java
index 12a73165..df687e90 100644
--- a/qqq-backend-module-filesystem/src/main/java/com/kingsrook/qqq/backend/module/filesystem/local/actions/AbstractFilesystemAction.java
+++ b/qqq-backend-module-filesystem/src/main/java/com/kingsrook/qqq/backend/module/filesystem/local/actions/AbstractFilesystemAction.java
@@ -26,14 +26,27 @@ import java.io.File;
 import java.io.FileInputStream;
 import java.io.IOException;
 import java.io.InputStream;
-import java.util.Arrays;
-import java.util.Collections;
+import java.nio.file.FileSystem;
+import java.nio.file.FileSystems;
+import java.nio.file.FileVisitResult;
+import java.nio.file.FileVisitor;
+import java.nio.file.Files;
+import java.nio.file.Path;
+import java.nio.file.PathMatcher;
+import java.nio.file.SimpleFileVisitor;
+import java.nio.file.attribute.BasicFileAttributes;
+import java.util.ArrayList;
 import java.util.List;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
 import com.kingsrook.qqq.backend.core.logging.QLogger;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QQueryFilter;
 import com.kingsrook.qqq.backend.core.model.metadata.QBackendMetaData;
 import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
 import com.kingsrook.qqq.backend.core.model.metadata.tables.QTableMetaData;
+import com.kingsrook.qqq.backend.core.utils.StringUtils;
 import com.kingsrook.qqq.backend.module.filesystem.base.actions.AbstractBaseFilesystemAction;
+import com.kingsrook.qqq.backend.module.filesystem.base.model.metadata.AbstractFilesystemTableBackendDetails;
+import com.kingsrook.qqq.backend.module.filesystem.base.utils.SharedFilesystemBackendModuleUtils;
 import com.kingsrook.qqq.backend.module.filesystem.exceptions.FilesystemException;
 import org.apache.commons.io.FileUtils;
 
@@ -51,19 +64,71 @@ public class AbstractFilesystemAction extends AbstractBaseFilesystemAction<File>
     ** List the files for this table.
     *******************************************************************************/
    @Override
-   public List<File> listFiles(QTableMetaData table, QBackendMetaData backendBase)
+   public List<File> listFiles(QTableMetaData table, QBackendMetaData backendBase, QQueryFilter filter) throws QException
    {
-      // todo - needs rewritten to do globbing...
-      String fullPath  = getFullBasePath(table, backendBase);
-      File   directory = new File(fullPath);
-      File[] files     = directory.listFiles();
-
-      if(files == null)
+      try
       {
-         return Collections.emptyList();
+         String fullPath  = getFullBasePath(table, backendBase);
+         File   directory = new File(fullPath);
+
+         AbstractFilesystemTableBackendDetails tableBackendDetails = getTableBackendDetails(AbstractFilesystemTableBackendDetails.class, table);
+
+         String pattern = "regex:.*";
+         if(StringUtils.hasContent(tableBackendDetails.getGlob()))
+         {
+            pattern = "glob:" + tableBackendDetails.getGlob();
+         }
+         List<String> matchedFiles = recursivelyListFilesMatchingPattern(directory.toPath(), pattern, backendBase, table);
+         List<File>   rs           = new ArrayList<>();
+
+         for(String matchedFile : matchedFiles)
+         {
+            if(SharedFilesystemBackendModuleUtils.doesFilePathMatchFilter(matchedFile, filter, tableBackendDetails))
+            {
+               rs.add(new File(fullPath + File.separatorChar + matchedFile));
+            }
+         }
+
+         return (rs);
+      }
+      catch(Exception e)
+      {
+         throw (new QException("Error searching files", e));
+      }
+   }
+
+
+
+   /*******************************************************************************
+    ** Credit: https://www.baeldung.com/java-files-match-wildcard-strings
+    *******************************************************************************/
+   List<String> recursivelyListFilesMatchingPattern(Path rootDir, String pattern, QBackendMetaData backend, QTableMetaData table) throws IOException
+   {
+      List<String> matchesList = new ArrayList<>();
+
+      FileVisitor<Path> matcherVisitor = new SimpleFileVisitor<>()
+      {
+         @Override
+         public FileVisitResult visitFile(Path file, BasicFileAttributes attribs)
+         {
+            FileSystem  fs      = FileSystems.getDefault();
+            PathMatcher matcher = fs.getPathMatcher(pattern);
+            Path        path    = Path.of(stripBackendAndTableBasePathsFromFileName(file.toAbsolutePath().toString(), backend, table));
+
+            if(matcher.matches(path))
+            {
+               matchesList.add(path.toString());
+            }
+            return FileVisitResult.CONTINUE;
+         }
+      };
+
+      if(rootDir.toFile().exists())
+      {
+         Files.walkFileTree(rootDir, matcherVisitor);
       }
 
-      return (Arrays.stream(files).filter(File::isFile).toList());
+      return matchesList;
    }
 
 
diff --git a/qqq-backend-module-filesystem/src/main/java/com/kingsrook/qqq/backend/module/filesystem/processes/implementations/filesystem/importer/FilesystemImporterMetaDataTemplate.java b/qqq-backend-module-filesystem/src/main/java/com/kingsrook/qqq/backend/module/filesystem/processes/implementations/filesystem/importer/FilesystemImporterMetaDataTemplate.java
new file mode 100644
index 00000000..662d6db5
--- /dev/null
+++ b/qqq-backend-module-filesystem/src/main/java/com/kingsrook/qqq/backend/module/filesystem/processes/implementations/filesystem/importer/FilesystemImporterMetaDataTemplate.java
@@ -0,0 +1,514 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2022.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.module.filesystem.processes.implementations.filesystem.importer;
+
+
+import java.util.List;
+import java.util.function.Consumer;
+import com.kingsrook.qqq.backend.core.actions.customizers.TableCustomizers;
+import com.kingsrook.qqq.backend.core.actions.dashboard.widgets.ChildRecordListRenderer;
+import com.kingsrook.qqq.backend.core.model.metadata.QBackendMetaData;
+import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
+import com.kingsrook.qqq.backend.core.model.metadata.audits.AuditLevel;
+import com.kingsrook.qqq.backend.core.model.metadata.audits.QAuditRules;
+import com.kingsrook.qqq.backend.core.model.metadata.code.QCodeReference;
+import com.kingsrook.qqq.backend.core.model.metadata.dashboard.QWidgetMetaDataInterface;
+import com.kingsrook.qqq.backend.core.model.metadata.fields.AdornmentType;
+import com.kingsrook.qqq.backend.core.model.metadata.fields.FieldAdornment;
+import com.kingsrook.qqq.backend.core.model.metadata.fields.QFieldMetaData;
+import com.kingsrook.qqq.backend.core.model.metadata.fields.QFieldType;
+import com.kingsrook.qqq.backend.core.model.metadata.joins.JoinOn;
+import com.kingsrook.qqq.backend.core.model.metadata.joins.JoinType;
+import com.kingsrook.qqq.backend.core.model.metadata.joins.QJoinMetaData;
+import com.kingsrook.qqq.backend.core.model.metadata.layout.QIcon;
+import com.kingsrook.qqq.backend.core.model.metadata.possiblevalues.QPossibleValueSource;
+import com.kingsrook.qqq.backend.core.model.metadata.tables.Association;
+import com.kingsrook.qqq.backend.core.model.metadata.tables.QFieldSection;
+import com.kingsrook.qqq.backend.core.model.metadata.tables.QTableMetaData;
+import com.kingsrook.qqq.backend.core.model.metadata.tables.Tier;
+import com.kingsrook.qqq.backend.core.model.metadata.tables.automation.QTableAutomationDetails;
+import com.kingsrook.qqq.backend.core.model.metadata.tables.automation.TableAutomationAction;
+import com.kingsrook.qqq.backend.core.model.metadata.tables.automation.TriggerEvent;
+
+
+/*******************************************************************************
+ ** Class to serve as a template for producing an instance of a process & tables
+ ** that provide the QQQ service to manage importing files (e.g., partner feeds on S3).
+ **
+ ** The template contains the following components:
+ ** - A process that loads files from a source-table (e.g., of filesystem, cardinality=ONE)
+ **   and stores them in the following tables:
+ ** - {baseName}importFile table - simple header for imported files.
+ ** - {baseName}importRecord table - a record foreach record in an imported file.
+ ** - PVS for the importFile table
+ ** - Join & Widget (to show importRecords on importFile view screen)
+ **
+ ** Most likely one would add all the meta-data objects in an instance of this
+ ** template, then either use tableAutomations or a basepull process against records
+ ** in the importRecord table, to run through a process (e.g., an AbstractTableSync)
+ ** to result in final values for your business case.
+ **
+ ** A typical usage may look like:
+ **
+ ** <pre>
+ // set up the process that'll be used to import the files.
+ FilesystemImporterProcessMetaDataBuilder importerProcessBuilder = (FilesystemImporterProcessMetaDataBuilder) new FilesystemImporterProcessMetaDataBuilder()
+ .withFileFormat("csv")
+ .withSourceTableName(MyFeedSourceTableMetaDataProducer.NAME)
+ .withRemoveFileAfterImport(true)
+ .withUpdateFileIfNameExists(false)
+ .withName("myFeedImporter")
+ .withSchedule(new QScheduleMetaData().withRepeatSeconds(300));
+
+ FilesystemImporterMetaDataTemplate template = new FilesystemImporterMetaDataTemplate(qInstance, "myFeed", MongoDBMetaDataProducer.NAME, importerProcessBuilder, table ->
+ {
+ // whatever customizations you may need on the tables
+ table.withPermissionRules(new QPermissionRules().withLevel(PermissionLevel.NOT_PROTECTED));
+ });
+
+ // set up automations on the table
+ template.addAutomationStatusField(template.getImportRecordTable(), getStandardAutomationStatusField().withBackendName("metaData.automationStatus"));
+ template.addStandardPostInsertAutomation(template.getImportRecordTable(), getBasicTableAutomationDetails(), "myFeedTableSyncProcess");
+
+ // finally, add all the meta-data from the template to a QInstance
+ template.addToInstance(qInstance);
+ </pre>
+ **
+ *******************************************************************************/
+public class FilesystemImporterMetaDataTemplate
+{
+   public static final String IMPORT_FILE_TABLE_SUFFIX       = "ImportFile";
+   public static final String IMPORT_RECORD_TABLE_SUFFIX     = "ImportRecord";
+   public static final String IMPORT_FILE_RECORD_JOIN_SUFFIX = "ImportFileImportRecordJoin";
+
+   private QTableMetaData                           importFileTable;
+   private QTableMetaData                           importRecordTable;
+   private QPossibleValueSource                     importFilePVS;
+   private QJoinMetaData                            importFileImportRecordJoin;
+   private QWidgetMetaDataInterface                 importFileImportRecordJoinWidget;
+   private FilesystemImporterProcessMetaDataBuilder importerProcessMetaDataBuilder;
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public FilesystemImporterMetaDataTemplate(QInstance qInstance, String importBaseName, String backendName, FilesystemImporterProcessMetaDataBuilder importerProcessMetaDataBuilder, Consumer<QTableMetaData> tableEnricher)
+   {
+      QBackendMetaData backend = qInstance.getBackend(backendName);
+
+      this.importFileTable = defineTableImportFile(backend, importBaseName);
+      this.importRecordTable = defineTableImportRecord(backend, importBaseName);
+
+      for(QTableMetaData table : List.of(this.importFileTable, this.importRecordTable))
+      {
+         table.setBackendName(backendName);
+         if(tableEnricher != null)
+         {
+            tableEnricher.accept(table);
+         }
+      }
+
+      this.importFilePVS = QPossibleValueSource.newForTable(this.importFileTable.getName());
+
+      this.importFileImportRecordJoin = defineImportFileImportRecordJoin(importBaseName);
+      this.importFileImportRecordJoinWidget = defineImportFileImportRecordChildWidget(this.importFileImportRecordJoin);
+
+      this.importerProcessMetaDataBuilder = importerProcessMetaDataBuilder
+         .withImportFileTable(this.importFileTable.getName())
+         .withImportRecordTable(this.importRecordTable.getName());
+   }
+
+
+
+   /*******************************************************************************
+    ** Set up importRecord table being built by this template to hve an automation-
+    ** status field on it, and an automation details object attached to it.
+    *******************************************************************************/
+   public void addImportRecordAutomations(QFieldMetaData automationStatusField, QTableAutomationDetails automationDetails)
+   {
+      getImportRecordTable().addField(automationStatusField);
+      getImportRecordTable().getSections().get(1).getFieldNames().add(0, automationStatusField.getName());
+      getImportRecordTable().withAutomationDetails(automationDetails);
+   }
+
+
+
+   /*******************************************************************************
+    ** Add 1 process as a post-insert automation-action on this template's importRecord
+    ** table.
+    **
+    ** The automation action is returned - which you may want for changing things, e.g.,
+    ** its priority (e.g., addImportRecordPostInsertAutomationAction(...).withPriority(1);
+    *******************************************************************************/
+   public TableAutomationAction addImportRecordPostInsertAutomationAction(String processName)
+   {
+      if(getImportRecordTable().getAutomationDetails() == null)
+      {
+         throw (new IllegalStateException(getImportRecordTable().getName() + " does not have automationDetails - do you need to call addAutomations first?"));
+      }
+
+      TableAutomationAction action = new TableAutomationAction()
+         .withName(processName)
+         .withTriggerEvent(TriggerEvent.POST_INSERT)
+         .withProcessName(processName);
+
+      getImportRecordTable().getAutomationDetails().withAction(action);
+
+      return (action);
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public QWidgetMetaDataInterface defineImportFileImportRecordChildWidget(QJoinMetaData join)
+   {
+      return ChildRecordListRenderer.widgetMetaDataBuilder(join)
+         .withName(join.getName())
+         .withLabel("Import Records")
+         .withMaxRows(100)
+         .withCanAddChildRecord(false)
+         .getWidgetMetaData();
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public QJoinMetaData defineImportFileImportRecordJoin(String importBaseName)
+   {
+      return new QJoinMetaData()
+         .withLeftTable(importBaseName + IMPORT_FILE_TABLE_SUFFIX)
+         .withRightTable(importBaseName + IMPORT_RECORD_TABLE_SUFFIX)
+         .withName(importBaseName + IMPORT_FILE_RECORD_JOIN_SUFFIX)
+         .withType(JoinType.ONE_TO_MANY)
+         .withJoinOn(new JoinOn("id", "importFileId"));
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public QTableMetaData defineTableImportFile(QBackendMetaData backend, String importBaseName)
+   {
+      QFieldType idType = getIdFieldType(backend);
+
+      QTableMetaData qTableMetaData = new QTableMetaData()
+         .withName(importBaseName + IMPORT_FILE_TABLE_SUFFIX)
+         .withIcon(new QIcon().withName("upload_file"))
+         .withRecordLabelFormat("%s")
+         .withRecordLabelFields("sourceFileName")
+         .withPrimaryKeyField("id")
+         .withAuditRules(new QAuditRules().withAuditLevel(AuditLevel.RECORD))
+
+         .withField(new QFieldMetaData("id", idType).withIsEditable(false).withBackendName(getIdFieldBackendName(backend)))
+         .withField(new QFieldMetaData("sourceFileName", QFieldType.STRING))
+         .withField(new QFieldMetaData("archivedPath", QFieldType.STRING))
+         .withField(new QFieldMetaData("createDate", QFieldType.DATE_TIME).withIsEditable(false))
+         .withField(new QFieldMetaData("modifyDate", QFieldType.DATE_TIME).withIsEditable(false))
+
+         .withSection(new QFieldSection("identity", new QIcon().withName("badge"), Tier.T1, List.of("id", "sourceFileName", "archivedPath")))
+         .withSection(new QFieldSection("records", new QIcon().withName("power_input"), Tier.T2).withWidgetName(importBaseName + IMPORT_FILE_RECORD_JOIN_SUFFIX))
+         .withSection(new QFieldSection("dates", new QIcon().withName("calendar_month"), Tier.T3, List.of("createDate", "modifyDate")))
+
+         .withAssociation(new Association().withName("importRecords").withJoinName(importBaseName + IMPORT_FILE_RECORD_JOIN_SUFFIX).withAssociatedTableName(importBaseName + IMPORT_RECORD_TABLE_SUFFIX));
+
+      return (qTableMetaData);
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public QFieldType getIdFieldType(QBackendMetaData backend)
+   {
+      QFieldType idType = QFieldType.INTEGER;
+      if("mongodb".equals(backend.getBackendType()))
+      {
+         idType = QFieldType.STRING;
+      }
+      return idType;
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public String getIdFieldBackendName(QBackendMetaData backend)
+   {
+      if("mongodb".equals(backend.getBackendType()))
+      {
+         return ("_id");
+      }
+      return (null);
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public QTableMetaData defineTableImportRecord(QBackendMetaData backend, String importBaseName)
+   {
+      QFieldType idType = getIdFieldType(backend);
+
+      QTableMetaData qTableMetaData = new QTableMetaData()
+         .withName(importBaseName + IMPORT_RECORD_TABLE_SUFFIX)
+         .withIcon(new QIcon().withName("power_input"))
+         .withRecordLabelFormat("%s - Record %s")
+         .withRecordLabelFields("importFileId", "recordNo")
+         .withPrimaryKeyField("id")
+         .withAuditRules(new QAuditRules().withAuditLevel(AuditLevel.RECORD))
+         .withCustomizer(TableCustomizers.POST_QUERY_RECORD, new QCodeReference(ImportRecordPostQueryCustomizer.class))
+
+         .withField(new QFieldMetaData("id", idType).withIsEditable(false).withBackendName(getIdFieldBackendName(backend)))
+
+         .withField(new QFieldMetaData("importFileId", idType).withBackendName("metaData.importFileId")
+            .withPossibleValueSourceName(importBaseName + IMPORT_FILE_TABLE_SUFFIX))
+         .withField(new QFieldMetaData("recordNo", QFieldType.INTEGER).withBackendName("metaData.recordNo"))
+
+         ////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+         // so, we'll use this field as a "virtual" field, e.g., populated with JSON in table post-query customizer, with all un-structured values //
+         ////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+         .withField(new QFieldMetaData("values", QFieldType.TEXT)
+            .withIsEditable(false)
+            .withFieldAdornment(new FieldAdornment(AdornmentType.CODE_EDITOR)
+               .withValue(AdornmentType.CodeEditorValues.languageMode("json"))))
+
+         .withField(new QFieldMetaData("createDate", QFieldType.DATE_TIME).withBackendName("metaData.createDate").withIsEditable(false))
+         .withField(new QFieldMetaData("modifyDate", QFieldType.DATE_TIME).withBackendName("metaData.modifyDate").withIsEditable(false))
+
+         .withSection(new QFieldSection("identity", new QIcon().withName("badge"), Tier.T1, List.of("id", "importFileId", "recordNo")))
+         .withSection(new QFieldSection("data", new QIcon().withName("text_snippet"), Tier.T2, List.of("values")))
+         .withSection(new QFieldSection("dates", new QIcon().withName("calendar_month"), Tier.T3, List.of("createDate", "modifyDate")));
+
+      return (qTableMetaData);
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public void addToInstance(QInstance instance)
+   {
+      instance.add(importFileTable);
+      instance.add(importRecordTable);
+      instance.add(importFilePVS);
+      instance.add(importFileImportRecordJoin);
+      instance.add(importFileImportRecordJoinWidget);
+      instance.add(importerProcessMetaDataBuilder.getProcessMetaData());
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for importFileTable
+    *******************************************************************************/
+   public QTableMetaData getImportFileTable()
+   {
+      return (this.importFileTable);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for importFileTable
+    *******************************************************************************/
+   public void setImportFileTable(QTableMetaData importFileTable)
+   {
+      this.importFileTable = importFileTable;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for importFileTable
+    *******************************************************************************/
+   public FilesystemImporterMetaDataTemplate withImportFileTable(QTableMetaData importFileTable)
+   {
+      this.importFileTable = importFileTable;
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for importRecordTable
+    *******************************************************************************/
+   public QTableMetaData getImportRecordTable()
+   {
+      return (this.importRecordTable);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for importRecordTable
+    *******************************************************************************/
+   public void setImportRecordTable(QTableMetaData importRecordTable)
+   {
+      this.importRecordTable = importRecordTable;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for importRecordTable
+    *******************************************************************************/
+   public FilesystemImporterMetaDataTemplate withImportRecordTable(QTableMetaData importRecordTable)
+   {
+      this.importRecordTable = importRecordTable;
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for importFilePVS
+    *******************************************************************************/
+   public QPossibleValueSource getImportFilePVS()
+   {
+      return (this.importFilePVS);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for importFilePVS
+    *******************************************************************************/
+   public void setImportFilePVS(QPossibleValueSource importFilePVS)
+   {
+      this.importFilePVS = importFilePVS;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for importFilePVS
+    *******************************************************************************/
+   public FilesystemImporterMetaDataTemplate withImportFilePVS(QPossibleValueSource importFilePVS)
+   {
+      this.importFilePVS = importFilePVS;
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for importFileImportRecordJoin
+    *******************************************************************************/
+   public QJoinMetaData getImportFileImportRecordJoin()
+   {
+      return (this.importFileImportRecordJoin);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for importFileImportRecordJoin
+    *******************************************************************************/
+   public void setImportFileImportRecordJoin(QJoinMetaData importFileImportRecordJoin)
+   {
+      this.importFileImportRecordJoin = importFileImportRecordJoin;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for importFileImportRecordJoin
+    *******************************************************************************/
+   public FilesystemImporterMetaDataTemplate withImportFileImportRecordJoin(QJoinMetaData importFileImportRecordJoin)
+   {
+      this.importFileImportRecordJoin = importFileImportRecordJoin;
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for importFileImportRecordJoinWidget
+    *******************************************************************************/
+   public QWidgetMetaDataInterface getImportFileImportRecordJoinWidget()
+   {
+      return (this.importFileImportRecordJoinWidget);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for importFileImportRecordJoinWidget
+    *******************************************************************************/
+   public void setImportFileImportRecordJoinWidget(QWidgetMetaDataInterface importFileImportRecordJoinWidget)
+   {
+      this.importFileImportRecordJoinWidget = importFileImportRecordJoinWidget;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for importFileImportRecordJoinWidget
+    *******************************************************************************/
+   public FilesystemImporterMetaDataTemplate withImportFileImportRecordJoinWidget(QWidgetMetaDataInterface importFileImportRecordJoinWidget)
+   {
+      this.importFileImportRecordJoinWidget = importFileImportRecordJoinWidget;
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for importerProcessMetaDataBuilder
+    *******************************************************************************/
+   public FilesystemImporterProcessMetaDataBuilder getImporterProcessMetaDataBuilder()
+   {
+      return (this.importerProcessMetaDataBuilder);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for importerProcessMetaDataBuilder
+    *******************************************************************************/
+   public void setImporterProcessMetaDataBuilder(FilesystemImporterProcessMetaDataBuilder importerProcessMetaDataBuilder)
+   {
+      this.importerProcessMetaDataBuilder = importerProcessMetaDataBuilder;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for importerProcessMetaDataBuilder
+    *******************************************************************************/
+   public FilesystemImporterMetaDataTemplate withImporterProcessMetaDataBuilder(FilesystemImporterProcessMetaDataBuilder importerProcessMetaDataBuilder)
+   {
+      this.importerProcessMetaDataBuilder = importerProcessMetaDataBuilder;
+      return (this);
+   }
+
+}
diff --git a/qqq-backend-module-filesystem/src/main/java/com/kingsrook/qqq/backend/module/filesystem/processes/implementations/filesystem/importer/FilesystemImporterProcessMetaDataBuilder.java b/qqq-backend-module-filesystem/src/main/java/com/kingsrook/qqq/backend/module/filesystem/processes/implementations/filesystem/importer/FilesystemImporterProcessMetaDataBuilder.java
new file mode 100644
index 00000000..7612bb0f
--- /dev/null
+++ b/qqq-backend-module-filesystem/src/main/java/com/kingsrook/qqq/backend/module/filesystem/processes/implementations/filesystem/importer/FilesystemImporterProcessMetaDataBuilder.java
@@ -0,0 +1,211 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.module.filesystem.processes.implementations.filesystem.importer;
+
+
+import java.io.Serializable;
+import java.util.function.Function;
+import com.kingsrook.qqq.backend.core.model.data.QRecord;
+import com.kingsrook.qqq.backend.core.model.metadata.code.QCodeReference;
+import com.kingsrook.qqq.backend.core.model.metadata.fields.QFieldMetaData;
+import com.kingsrook.qqq.backend.core.model.metadata.fields.QFieldType;
+import com.kingsrook.qqq.backend.core.model.metadata.processes.AbstractProcessMetaDataBuilder;
+import com.kingsrook.qqq.backend.core.model.metadata.processes.QBackendStepMetaData;
+import com.kingsrook.qqq.backend.core.model.metadata.processes.QFunctionInputMetaData;
+import com.kingsrook.qqq.backend.core.model.metadata.processes.QProcessMetaData;
+
+
+/*******************************************************************************
+ ** Process MetaData Builder for FilesystemImporter process.
+ ** Meant to be used with (and actually is a parameter to the constructor of)
+ ** {@link FilesystemImporterMetaDataTemplate}
+ *******************************************************************************/
+public class FilesystemImporterProcessMetaDataBuilder extends AbstractProcessMetaDataBuilder
+{
+
+   /*******************************************************************************
+    ** Constructor
+    **
+    *******************************************************************************/
+   public FilesystemImporterProcessMetaDataBuilder()
+   {
+      super(new QProcessMetaData()
+         .addStep(new QBackendStepMetaData()
+            .withName("sync")
+            .withCode(new QCodeReference(FilesystemImporterStep.class))
+            .withInputData(new QFunctionInputMetaData()
+               .withField(new QFieldMetaData(FilesystemImporterStep.FIELD_SOURCE_TABLE, QFieldType.STRING))
+               .withField(new QFieldMetaData(FilesystemImporterStep.FIELD_FILE_FORMAT, QFieldType.STRING))
+               .withField(new QFieldMetaData(FilesystemImporterStep.FIELD_IMPORT_FILE_TABLE, QFieldType.STRING))
+               .withField(new QFieldMetaData(FilesystemImporterStep.FIELD_IMPORT_RECORD_TABLE, QFieldType.STRING))
+               .withField(new QFieldMetaData(FilesystemImporterStep.FIELD_REMOVE_FILE_AFTER_IMPORT, QFieldType.BOOLEAN).withDefaultValue(true))
+               .withField(new QFieldMetaData(FilesystemImporterStep.FIELD_UPDATE_FILE_IF_NAME_EXISTS, QFieldType.BOOLEAN).withDefaultValue(false))
+               .withField(new QFieldMetaData(FilesystemImporterStep.FIELD_ARCHIVE_FILE_ENABLED, QFieldType.BOOLEAN).withDefaultValue(false))
+               .withField(new QFieldMetaData(FilesystemImporterStep.FIELD_ARCHIVE_TABLE_NAME, QFieldType.STRING))
+               .withField(new QFieldMetaData(FilesystemImporterStep.FIELD_ARCHIVE_PATH, QFieldType.STRING))
+               .withField(new QFieldMetaData(FilesystemImporterStep.FIELD_IMPORT_SECURITY_FIELD_NAME, QFieldType.STRING))
+               .withField(new QFieldMetaData(FilesystemImporterStep.FIELD_IMPORT_SECURITY_FIELD_VALUE, QFieldType.STRING))
+
+               //////////////////////////////////////////////////////////////////////////////////////
+               // define a QCodeReference - expected to be of type Function<QRecord, Serializable> //
+               // make sure the QInstanceValidator knows that the QCodeReference should be a       //
+               // Function (not a BackendStep, which is the default for process fields)            //
+               //////////////////////////////////////////////////////////////////////////////////////
+               .withField(new QFieldMetaData(FilesystemImporterStep.FIELD_IMPORT_SECURITY_VALUE_SUPPLIER, QFieldType.STRING))
+               .withField(new QFieldMetaData(FilesystemImporterStep.FIELD_IMPORT_SECURITY_VALUE_SUPPLIER + "_expectedType", QFieldType.STRING)
+                  .withDefaultValue(Function.class.getName()))
+            )));
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public FilesystemImporterProcessMetaDataBuilder withSourceTableName(String sourceTableName)
+   {
+      setInputFieldDefaultValue(FilesystemImporterStep.FIELD_SOURCE_TABLE, sourceTableName);
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public FilesystemImporterProcessMetaDataBuilder withFileFormat(String fileFormat)
+   {
+      setInputFieldDefaultValue(FilesystemImporterStep.FIELD_FILE_FORMAT, fileFormat);
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public FilesystemImporterProcessMetaDataBuilder withImportFileTable(String importFileTable)
+   {
+      setInputFieldDefaultValue(FilesystemImporterStep.FIELD_IMPORT_FILE_TABLE, importFileTable);
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public FilesystemImporterProcessMetaDataBuilder withImportRecordTable(String importRecordTable)
+   {
+      setInputFieldDefaultValue(FilesystemImporterStep.FIELD_IMPORT_RECORD_TABLE, importRecordTable);
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public FilesystemImporterProcessMetaDataBuilder withRemoveFileAfterImport(boolean removeFileAfterImport)
+   {
+      setInputFieldDefaultValue(FilesystemImporterStep.FIELD_REMOVE_FILE_AFTER_IMPORT, removeFileAfterImport);
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public FilesystemImporterProcessMetaDataBuilder withUpdateFileIfNameExists(boolean updateFileIfNameExists)
+   {
+      setInputFieldDefaultValue(FilesystemImporterStep.FIELD_UPDATE_FILE_IF_NAME_EXISTS, updateFileIfNameExists);
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public FilesystemImporterProcessMetaDataBuilder withArchiveFileEnabled(boolean archiveFileEnabled)
+   {
+      setInputFieldDefaultValue(FilesystemImporterStep.FIELD_ARCHIVE_FILE_ENABLED, archiveFileEnabled);
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public FilesystemImporterProcessMetaDataBuilder withArchiveTableName(String archiveTableName)
+   {
+      setInputFieldDefaultValue(FilesystemImporterStep.FIELD_ARCHIVE_TABLE_NAME, archiveTableName);
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public FilesystemImporterProcessMetaDataBuilder withArchivePath(String archivePath)
+   {
+      setInputFieldDefaultValue(FilesystemImporterStep.FIELD_ARCHIVE_PATH, archivePath);
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public FilesystemImporterProcessMetaDataBuilder withImportSecurityFieldName(String securityFieldName)
+   {
+      setInputFieldDefaultValue(FilesystemImporterStep.FIELD_IMPORT_SECURITY_FIELD_NAME, securityFieldName);
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public FilesystemImporterProcessMetaDataBuilder withImportSecurityFieldValue(Serializable securityFieldValue)
+   {
+      setInputFieldDefaultValue(FilesystemImporterStep.FIELD_IMPORT_SECURITY_FIELD_VALUE, securityFieldValue);
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public FilesystemImporterProcessMetaDataBuilder withImportSecurityValueSupplierFunction(Class<? extends Function<QRecord, Serializable>> supplierFunction)
+   {
+      setInputFieldDefaultValue(FilesystemImporterStep.FIELD_IMPORT_SECURITY_VALUE_SUPPLIER, new QCodeReference(supplierFunction));
+      return (this);
+   }
+
+}
diff --git a/qqq-backend-module-filesystem/src/main/java/com/kingsrook/qqq/backend/module/filesystem/processes/implementations/filesystem/importer/FilesystemImporterStep.java b/qqq-backend-module-filesystem/src/main/java/com/kingsrook/qqq/backend/module/filesystem/processes/implementations/filesystem/importer/FilesystemImporterStep.java
new file mode 100644
index 00000000..c48d9786
--- /dev/null
+++ b/qqq-backend-module-filesystem/src/main/java/com/kingsrook/qqq/backend/module/filesystem/processes/implementations/filesystem/importer/FilesystemImporterStep.java
@@ -0,0 +1,441 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2022.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.module.filesystem.processes.implementations.filesystem.importer;
+
+
+import java.io.File;
+import java.io.IOException;
+import java.io.InputStream;
+import java.io.Serializable;
+import java.time.LocalDateTime;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Map;
+import java.util.Objects;
+import java.util.TreeMap;
+import java.util.UUID;
+import java.util.function.Function;
+import com.kingsrook.qqq.backend.core.actions.QBackendTransaction;
+import com.kingsrook.qqq.backend.core.actions.customizers.QCodeLoader;
+import com.kingsrook.qqq.backend.core.actions.processes.BackendStep;
+import com.kingsrook.qqq.backend.core.actions.tables.InsertAction;
+import com.kingsrook.qqq.backend.core.actions.tables.QueryAction;
+import com.kingsrook.qqq.backend.core.adapters.CsvToQRecordAdapter;
+import com.kingsrook.qqq.backend.core.adapters.JsonToQRecordAdapter;
+import com.kingsrook.qqq.backend.core.context.QContext;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.exceptions.QRuntimeException;
+import com.kingsrook.qqq.backend.core.logging.QLogger;
+import com.kingsrook.qqq.backend.core.model.actions.processes.RunBackendStepInput;
+import com.kingsrook.qqq.backend.core.model.actions.processes.RunBackendStepOutput;
+import com.kingsrook.qqq.backend.core.model.actions.tables.insert.InsertInput;
+import com.kingsrook.qqq.backend.core.model.actions.tables.insert.InsertOutput;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QCriteriaOperator;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QFilterCriteria;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QQueryFilter;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QueryInput;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QueryOutput;
+import com.kingsrook.qqq.backend.core.model.data.QRecord;
+import com.kingsrook.qqq.backend.core.model.metadata.QBackendMetaData;
+import com.kingsrook.qqq.backend.core.model.metadata.code.QCodeReference;
+import com.kingsrook.qqq.backend.core.model.metadata.tables.QTableMetaData;
+import com.kingsrook.qqq.backend.core.modules.backend.QBackendModuleDispatcher;
+import com.kingsrook.qqq.backend.core.utils.CollectionUtils;
+import com.kingsrook.qqq.backend.core.utils.StringUtils;
+import com.kingsrook.qqq.backend.module.filesystem.base.FilesystemBackendModuleInterface;
+import com.kingsrook.qqq.backend.module.filesystem.base.actions.AbstractBaseFilesystemAction;
+import com.kingsrook.qqq.backend.module.filesystem.exceptions.FilesystemException;
+import static com.kingsrook.qqq.backend.core.logging.LogUtils.logPair;
+
+
+/*******************************************************************************
+ ** BackendStep for FilesystemImporter process
+ **
+ ** Job is to:
+ ** - foreach file in the `source` table (e.g., a ONE-type filesystem table):
+ **   - optionally create an archive/backup copy of the file
+ **   - create a record in the `importFile` table
+ **   - parse the file, creating many records in the `importRecord` table
+ **   - remove the file from the `source` (if so configured (e.g., may turn off for Read-only FS))
+ *******************************************************************************/
+@SuppressWarnings("unchecked")
+public class FilesystemImporterStep implements BackendStep
+{
+   private static final QLogger LOG = QLogger.getLogger(FilesystemImporterStep.class);
+
+   public static final String FIELD_SOURCE_TABLE        = "sourceTable";
+   public static final String FIELD_FILE_FORMAT         = "fileFormat";
+   public static final String FIELD_IMPORT_FILE_TABLE   = "importFileTable";
+   public static final String FIELD_IMPORT_RECORD_TABLE = "importRecordTable";
+
+   public static final String FIELD_IMPORT_SECURITY_FIELD_NAME     = "importSecurityFieldName";
+   public static final String FIELD_IMPORT_SECURITY_FIELD_VALUE    = "importSecurityFieldValue";
+   public static final String FIELD_IMPORT_SECURITY_VALUE_SUPPLIER = "importSecurityFieldSupplier";
+
+   public static final String FIELD_ARCHIVE_FILE_ENABLED     = "archiveFileEnabled";
+   public static final String FIELD_ARCHIVE_TABLE_NAME       = "archiveTableName";
+   public static final String FIELD_ARCHIVE_PATH             = "archivePath";
+   public static final String FIELD_REMOVE_FILE_AFTER_IMPORT = "removeFileAfterImport";
+
+   public static final String FIELD_UPDATE_FILE_IF_NAME_EXISTS = "updateFileIfNameExists";
+
+   private Function<QRecord, Serializable> securitySupplier = null;
+
+
+   /*******************************************************************************
+    ** Execute the step - using the request as input, and the result as output.
+    *******************************************************************************/
+   @Override
+   public void run(RunBackendStepInput runBackendStepInput, RunBackendStepOutput runBackendStepOutput) throws QException
+   {
+      ////////////////////////////////////////////////////////////////////////////////////////////////////////
+      // defer to a private method here, so we can add a type-parameter for that method to use              //
+      // would think we could do that here, but get compiler error, since this method comes from base class //
+      ////////////////////////////////////////////////////////////////////////////////////////////////////////
+      doRun(runBackendStepInput, runBackendStepOutput);
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   private <F> void doRun(RunBackendStepInput runBackendStepInput, RunBackendStepOutput runBackendStepOutput) throws QException
+   {
+      String  fileFormat             = runBackendStepInput.getValueString(FIELD_FILE_FORMAT);
+      Boolean removeFileAfterImport  = runBackendStepInput.getValueBoolean(FIELD_REMOVE_FILE_AFTER_IMPORT);
+      Boolean updateFileIfNameExists = runBackendStepInput.getValueBoolean(FIELD_UPDATE_FILE_IF_NAME_EXISTS);
+      Boolean archiveFileEnabled     = runBackendStepInput.getValueBoolean(FIELD_ARCHIVE_FILE_ENABLED);
+
+      QTableMetaData sourceTable     = runBackendStepInput.getInstance().getTable(runBackendStepInput.getValueString(FIELD_SOURCE_TABLE));
+      QTableMetaData importFileTable = runBackendStepInput.getInstance().getTable(runBackendStepInput.getValueString(FIELD_IMPORT_FILE_TABLE));
+
+      String missingFieldErrorPrefix = "Process " + runBackendStepInput.getProcessName() + " was misconfigured - missing value in field: ";
+      Objects.requireNonNull(fileFormat, missingFieldErrorPrefix + FIELD_FILE_FORMAT);
+
+      ///////////////////////////////////////////////////////////////////////////////////
+      // list files in the backend system                                              //
+      // todo - can we do this using query action, with this being a "ONE" type table? //
+      ///////////////////////////////////////////////////////////////////////////////////
+      QBackendMetaData                    sourceBackend    = runBackendStepInput.getInstance().getBackendForTable(sourceTable.getName());
+      FilesystemBackendModuleInterface<F> sourceModule     = (FilesystemBackendModuleInterface<F>) new QBackendModuleDispatcher().getQBackendModule(sourceBackend);
+      AbstractBaseFilesystemAction<F>     sourceActionBase = sourceModule.getActionBase();
+      sourceActionBase.preAction(sourceBackend);
+      Map<String, F> sourceFiles = getFileNames(sourceActionBase, sourceTable, sourceBackend);
+
+      if(CollectionUtils.nullSafeIsEmpty(sourceFiles))
+      {
+         LOG.debug("No files found in import filesystem", logPair("sourceTable", sourceTable));
+         return;
+      }
+
+      ////////////////////////////////////////////////////////
+      // look up any existing file records with those names //
+      ////////////////////////////////////////////////////////
+      QueryInput queryInput = new QueryInput();
+      queryInput.setTableName(importFileTable.getName());
+      queryInput.setFilter(new QQueryFilter(new QFilterCriteria("sourceFileName", QCriteriaOperator.IN, sourceFiles.keySet())));
+
+      QueryOutput               queryOutput           = new QueryAction().execute(queryInput);
+      Map<String, Serializable> existingImportedFiles = CollectionUtils.listToMap(queryOutput.getRecords(), r -> r.getValueString("sourceFileName"), r -> r.getValue("id"));
+
+      for(Map.Entry<String, F> sourceEntry : sourceFiles.entrySet())
+      {
+         QBackendTransaction transaction = null;
+         try
+         {
+            String sourceFileName = sourceEntry.getKey();
+            LOG.info("Found file", logPair("fileName", sourceFileName));
+
+            /////////////////////////////////////////////////////////
+            // if filename was already imported, decide what to do //
+            /////////////////////////////////////////////////////////
+            boolean      alreadyImported = existingImportedFiles.containsKey(sourceFileName);
+            Serializable idToUpdate      = null;
+            if(alreadyImported)
+            {
+               //////////////////////////////////////////////////////////////////////////////////
+               // todo - would we want to support importing multiple-times the same file name? //
+               // possibly - if so, add it here, presumably w/ another boolean field           //
+               //////////////////////////////////////////////////////////////////////////////////
+               if(updateFileIfNameExists)
+               {
+                  LOG.info("Updating already-imported file", logPair("fileName", sourceFileName), logPair("id", idToUpdate));
+                  idToUpdate = existingImportedFiles.get(sourceFileName);
+               }
+               else
+               {
+                  LOG.info("Skipping already-imported file", logPair("fileName", sourceFileName)); // todo - downgrade to debug?
+                  removeSourceFileIfSoConfigured(removeFileAfterImport, sourceActionBase, sourceTable, sourceBackend, sourceFileName);
+                  continue;
+               }
+            }
+
+            ///////////////////////////////////
+            // read the file as input stream //
+            ///////////////////////////////////
+            try(InputStream inputStream = sourceActionBase.readFile(sourceEntry.getValue()))
+            {
+               byte[] bytes = inputStream.readAllBytes();
+
+               //////////////////////////////////////
+               // archive the file, if so directed //
+               //////////////////////////////////////
+               String archivedPath = null;
+               if(archiveFileEnabled)
+               {
+                  archivedPath = archiveFile(runBackendStepInput, sourceFileName, bytes);
+               }
+
+               /////////////////////////////////
+               // build record for importFile //
+               /////////////////////////////////
+               LOG.info("Syncing file [" + sourceFileName + "]");
+               QRecord importFileRecord = new QRecord()
+                  .withValue("id", idToUpdate)
+                  .withValue("sourceFileName", sourceFileName)
+                  .withValue("archivedPath", archivedPath);
+
+               addSecurityValue(runBackendStepInput, importFileRecord);
+
+               //////////////////////////////////////
+               // build child importRecord records //
+               //////////////////////////////////////
+               String content = new String(bytes);
+               importFileRecord.withAssociatedRecords("importRecords", parseFileIntoRecords(runBackendStepInput, content));
+
+               ///////////////////////////////////////////////////////////////////
+               // insert the file & records (records as association under file) //
+               ///////////////////////////////////////////////////////////////////
+               InsertAction insertAction = new InsertAction();
+               InsertInput  insertInput  = new InsertInput();
+               insertInput.setTableName(importFileTable.getName());
+               insertInput.setRecords(List.of(importFileRecord));
+
+               transaction = QBackendTransaction.openFor(insertInput);
+               insertInput.setTransaction(transaction);
+
+               InsertOutput insertOutput = insertAction.execute(insertInput);
+
+               LOG.info("Inserted insertFile & records", logPair("id", insertOutput.getRecords().get(0).getValue("id")));
+
+               transaction.commit();
+            }
+
+            ///////////////////////////////////////////////////////////////////////////////////////////////
+            // after the records are built, we can delete the file                                       //
+            // if we are interrupted between the commit & the delete, then the file will be found again, //
+            // and we'll either skip it or do an update, based on FIELD_UPDATE_FILE_IF_NAME_EXISTS flag  //
+            ///////////////////////////////////////////////////////////////////////////////////////////////
+            removeSourceFileIfSoConfigured(removeFileAfterImport, sourceActionBase, sourceTable, sourceBackend, sourceFileName);
+         }
+         catch(Exception e)
+         {
+            LOG.error("Error processing file: " + sourceEntry, e);
+            if(transaction != null)
+            {
+               transaction.rollback();
+            }
+         }
+         finally
+         {
+            if(transaction != null)
+            {
+               transaction.close();
+            }
+         }
+      }
+   }
+
+
+
+   /*******************************************************************************
+    ** if the process is configured w/ a security field & value, set it on the import
+    ** File & Record records.
+    *******************************************************************************/
+   private void addSecurityValue(RunBackendStepInput runBackendStepInput, QRecord record)
+   {
+      String securityField = runBackendStepInput.getValueString(FIELD_IMPORT_SECURITY_FIELD_NAME);
+
+      /////////////////////////////////////////////////////////////
+      // if we're using a security supplier function, load it up //
+      /////////////////////////////////////////////////////////////
+      QCodeReference securitySupplierReference = (QCodeReference) runBackendStepInput.getValue(FIELD_IMPORT_SECURITY_VALUE_SUPPLIER);
+      try
+      {
+         if(securitySupplierReference != null && securitySupplier == null)
+         {
+            securitySupplier = QCodeLoader.getAdHoc(Function.class, securitySupplierReference);
+         }
+      }
+      catch(Exception e)
+      {
+         throw (new QRuntimeException("Error loading Security Supplier Function from QCodeReference [" + securitySupplierReference + "]", e));
+      }
+
+      ///////////////////////////////////////////////////////////////////////////////////////
+      // either get the security value from the supplier, or the field value field's value //
+      ///////////////////////////////////////////////////////////////////////////////////////
+      Serializable securityValue = securitySupplier != null
+         ? securitySupplier.apply(record)
+         : runBackendStepInput.getValue(FIELD_IMPORT_SECURITY_FIELD_VALUE);
+
+      ////////////////////////////////////////////////////////////////////
+      // if we have a field name and a value, then add it to the record //
+      ////////////////////////////////////////////////////////////////////
+      if(StringUtils.hasContent(securityField) && securityValue != null)
+      {
+         record.setValue(securityField, securityValue);
+      }
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   private static <F> void removeSourceFileIfSoConfigured(Boolean removeFileAfterImport, AbstractBaseFilesystemAction<F> sourceActionBase, QTableMetaData sourceTable, QBackendMetaData sourceBackend, String sourceFileName) throws FilesystemException
+   {
+      if(removeFileAfterImport)
+      {
+         String fullBasePath = sourceActionBase.getFullBasePath(sourceTable, sourceBackend);
+         LOG.info("Removing source file", logPair("path", fullBasePath + "/" + sourceFileName), logPair("sourceTable", sourceTable.getName()));
+         sourceActionBase.deleteFile(QContext.getQInstance(), sourceTable, fullBasePath + "/" + sourceFileName);
+      }
+      else
+      {
+         // todo - downgrade to debug
+         LOG.info("Not configured to remove source file", logPair("sourceFileName", sourceFileName), logPair("sourceTable", sourceTable.getName()));
+      }
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   private String archiveFile(RunBackendStepInput runBackendStepInput, String sourceFileName, byte[] bytes) throws QException, IOException
+   {
+      String         archiveTableName = runBackendStepInput.getValueString(FIELD_ARCHIVE_TABLE_NAME);
+      QTableMetaData archiveTable;
+      try
+      {
+         archiveTable = runBackendStepInput.getInstance().getTable(archiveTableName);
+      }
+      catch(Exception e)
+      {
+         throw (new QException("Error getting archive table [" + archiveTableName + "]", e));
+      }
+
+      String archivePath = Objects.requireNonNullElse(runBackendStepInput.getValueString(FIELD_ARCHIVE_PATH), "");
+
+      QBackendMetaData                    archiveBackend    = runBackendStepInput.getInstance().getBackendForTable(archiveTable.getName());
+      FilesystemBackendModuleInterface<?> archiveModule     = (FilesystemBackendModuleInterface<?>) new QBackendModuleDispatcher().getQBackendModule(archiveBackend);
+      AbstractBaseFilesystemAction<?>     archiveActionBase = archiveModule.getActionBase();
+      archiveActionBase.preAction(archiveBackend);
+
+      LocalDateTime now = LocalDateTime.now();
+      String path = archiveActionBase.getFullBasePath(archiveTable, archiveBackend)
+         + File.separator + archivePath
+         + File.separator + now.getYear()
+         + File.separator + now.getMonth()
+         + File.separator + UUID.randomUUID()
+         + "-" + sourceFileName.replaceAll(".*" + File.separator, "");
+      path = AbstractBaseFilesystemAction.stripDuplicatedSlashes(path);
+
+      LOG.info("Archiving file", logPair("path", path), logPair("archiveBackendName", archiveBackend.getName()), logPair("archiveTableName", archiveTable.getName()));
+      archiveActionBase.writeFile(archiveBackend, path, bytes);
+
+      return (path);
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @SuppressWarnings("checkstyle:Indentation")
+   List<QRecord> parseFileIntoRecords(RunBackendStepInput runBackendStepInput, String content) throws QException
+   {
+      /////////////////////////////////////////////////////////////////////////////////////////////////////////
+      // first, parse the content into records, w/ unknown field names - just whatever is in the CSV or JSON //
+      /////////////////////////////////////////////////////////////////////////////////////////////////////////
+      String fileFormat = runBackendStepInput.getValueString(FIELD_FILE_FORMAT);
+
+      List<QRecord> contentRecords = switch(fileFormat.toLowerCase())
+      {
+         case "csv" ->
+         {
+            CsvToQRecordAdapter csvToQRecordAdapter = new CsvToQRecordAdapter();
+            csvToQRecordAdapter.buildRecordsFromCsv(new CsvToQRecordAdapter.InputWrapper()
+               .withCsv(content)
+               .withCaseSensitiveHeaders(true)
+               .withCsvHeadersAsFieldNames(true)
+            );
+            yield (csvToQRecordAdapter.getRecordList());
+         }
+
+         case "json" -> new JsonToQRecordAdapter().buildRecordsFromJson(content, null, null);
+
+         default -> throw (new QException("Unexpected file format: " + fileFormat));
+      };
+
+      /////////////////////////////////////////////////////////////////////////////
+      // now, add some fields that we know about to those records, for returning //
+      /////////////////////////////////////////////////////////////////////////////
+      List<QRecord> importRecordList = new ArrayList<>();
+      int           recordNo         = 1;
+      for(QRecord record : contentRecords)
+      {
+         record.setValue("recordNo", recordNo++);
+         addSecurityValue(runBackendStepInput, record);
+
+         importRecordList.add(record);
+      }
+
+      return (importRecordList);
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   private <F> Map<String, F> getFileNames(AbstractBaseFilesystemAction<F> actionBase, QTableMetaData table, QBackendMetaData backend) throws QException
+   {
+      List<F> files = actionBase.listFiles(table, backend);
+
+      /////////////////////////////////////////////////////
+      // use a tree map, so files will be sorted by name //
+      /////////////////////////////////////////////////////
+      Map<String, F> rs = new TreeMap<>();
+
+      for(F file : files)
+      {
+         String fileName = actionBase.stripBackendAndTableBasePathsFromFileName(actionBase.getFullPathForFile(file), backend, table);
+         rs.put(fileName, file);
+      }
+
+      return (rs);
+   }
+
+}
diff --git a/qqq-backend-module-filesystem/src/main/java/com/kingsrook/qqq/backend/module/filesystem/processes/implementations/filesystem/importer/ImportRecordPostQueryCustomizer.java b/qqq-backend-module-filesystem/src/main/java/com/kingsrook/qqq/backend/module/filesystem/processes/implementations/filesystem/importer/ImportRecordPostQueryCustomizer.java
new file mode 100644
index 00000000..eff40b93
--- /dev/null
+++ b/qqq-backend-module-filesystem/src/main/java/com/kingsrook/qqq/backend/module/filesystem/processes/implementations/filesystem/importer/ImportRecordPostQueryCustomizer.java
@@ -0,0 +1,82 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.module.filesystem.processes.implementations.filesystem.importer;
+
+
+import java.io.Serializable;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import com.kingsrook.qqq.backend.core.actions.customizers.AbstractPostQueryCustomizer;
+import com.kingsrook.qqq.backend.core.context.QContext;
+import com.kingsrook.qqq.backend.core.model.data.QRecord;
+import com.kingsrook.qqq.backend.core.model.metadata.tables.QTableMetaData;
+import com.kingsrook.qqq.backend.core.utils.CollectionUtils;
+import com.kingsrook.qqq.backend.core.utils.JsonUtils;
+import com.kingsrook.qqq.backend.core.utils.StringUtils;
+
+
+/*******************************************************************************
+ ** combine all unstructured fields of the record into a JSON blob in the "values" field.
+ *******************************************************************************/
+public class ImportRecordPostQueryCustomizer extends AbstractPostQueryCustomizer
+{
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Override
+   public List<QRecord> apply(List<QRecord> records)
+   {
+      if(CollectionUtils.nullSafeHasContents(records))
+      {
+         QTableMetaData table = null;
+         if(StringUtils.hasContent(records.get(0).getTableName()))
+         {
+            table = QContext.getQInstance().getTable(records.get(0).getTableName());
+         }
+
+         for(QRecord record : records)
+         {
+            Map<String, Serializable> values = record.getValues();
+
+            if(table != null)
+            {
+               ////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+               // remove known values from a clone of the values map - then only put the un-structured values in a JSON document in the values field //
+               ////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+               values = new HashMap<>(values);
+               for(String fieldName : table.getFields().keySet())
+               {
+                  values.remove(fieldName);
+               }
+            }
+
+            String valuesJson = JsonUtils.toJson(values);
+            record.setValue("values", valuesJson);
+         }
+      }
+
+      return (records);
+   }
+
+}
diff --git a/qqq-backend-module-filesystem/src/main/java/com/kingsrook/qqq/backend/module/filesystem/processes/implementations/filesystem/sync/FilesystemSyncStep.java b/qqq-backend-module-filesystem/src/main/java/com/kingsrook/qqq/backend/module/filesystem/processes/implementations/filesystem/sync/FilesystemSyncStep.java
index 25806028..2796a37e 100644
--- a/qqq-backend-module-filesystem/src/main/java/com/kingsrook/qqq/backend/module/filesystem/processes/implementations/filesystem/sync/FilesystemSyncStep.java
+++ b/qqq-backend-module-filesystem/src/main/java/com/kingsrook/qqq/backend/module/filesystem/processes/implementations/filesystem/sync/FilesystemSyncStep.java
@@ -59,31 +59,45 @@ public class FilesystemSyncStep implements BackendStep
     *******************************************************************************/
    @Override
    public void run(RunBackendStepInput runBackendStepInput, RunBackendStepOutput runBackendStepOutput) throws QException
+   {
+      ////////////////////////////////////////////////////////////////////////////////////////////////////////
+      // defer to a private method here, so we can add a type-parameter for that method to use              //
+      // would think we could do that here, but get compiler error, since this method comes from base class //
+      ////////////////////////////////////////////////////////////////////////////////////////////////////////
+      doRun(runBackendStepInput, runBackendStepOutput);
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   private <F> void doRun(RunBackendStepInput runBackendStepInput, RunBackendStepOutput runBackendStepOutput) throws QException
    {
       QTableMetaData sourceTable     = runBackendStepInput.getInstance().getTable(runBackendStepInput.getValueString(FilesystemSyncProcess.FIELD_SOURCE_TABLE));
       QTableMetaData archiveTable    = runBackendStepInput.getInstance().getTable(runBackendStepInput.getValueString(FilesystemSyncProcess.FIELD_ARCHIVE_TABLE));
       QTableMetaData processingTable = runBackendStepInput.getInstance().getTable(runBackendStepInput.getValueString(FilesystemSyncProcess.FIELD_PROCESSING_TABLE));
 
-      QBackendMetaData                 sourceBackend    = runBackendStepInput.getInstance().getBackendForTable(sourceTable.getName());
-      FilesystemBackendModuleInterface sourceModule     = (FilesystemBackendModuleInterface) new QBackendModuleDispatcher().getQBackendModule(sourceBackend);
-      AbstractBaseFilesystemAction     sourceActionBase = sourceModule.getActionBase();
+      QBackendMetaData                    sourceBackend    = runBackendStepInput.getInstance().getBackendForTable(sourceTable.getName());
+      FilesystemBackendModuleInterface<F> sourceModule     = (FilesystemBackendModuleInterface<F>) new QBackendModuleDispatcher().getQBackendModule(sourceBackend);
+      AbstractBaseFilesystemAction<F>     sourceActionBase = sourceModule.getActionBase();
       sourceActionBase.preAction(sourceBackend);
-      Map<String, Object> sourceFiles = getFileNames(sourceActionBase, sourceTable, sourceBackend);
+      Map<String, F> sourceFiles = getFileNames(sourceActionBase, sourceTable, sourceBackend);
 
-      QBackendMetaData                 archiveBackend    = runBackendStepInput.getInstance().getBackendForTable(archiveTable.getName());
-      FilesystemBackendModuleInterface archiveModule     = (FilesystemBackendModuleInterface) new QBackendModuleDispatcher().getQBackendModule(archiveBackend);
-      AbstractBaseFilesystemAction     archiveActionBase = archiveModule.getActionBase();
+      QBackendMetaData                    archiveBackend    = runBackendStepInput.getInstance().getBackendForTable(archiveTable.getName());
+      FilesystemBackendModuleInterface<F> archiveModule     = (FilesystemBackendModuleInterface<F>) new QBackendModuleDispatcher().getQBackendModule(archiveBackend);
+      AbstractBaseFilesystemAction<F>     archiveActionBase = archiveModule.getActionBase();
       archiveActionBase.preAction(archiveBackend);
       Set<String> archiveFiles = getFileNames(archiveActionBase, archiveTable, archiveBackend).keySet();
 
-      QBackendMetaData                 processingBackend    = runBackendStepInput.getInstance().getBackendForTable(processingTable.getName());
-      FilesystemBackendModuleInterface processingModule     = (FilesystemBackendModuleInterface) new QBackendModuleDispatcher().getQBackendModule(processingBackend);
-      AbstractBaseFilesystemAction     processingActionBase = processingModule.getActionBase();
+      QBackendMetaData                    processingBackend    = runBackendStepInput.getInstance().getBackendForTable(processingTable.getName());
+      FilesystemBackendModuleInterface<F> processingModule     = (FilesystemBackendModuleInterface<F>) new QBackendModuleDispatcher().getQBackendModule(processingBackend);
+      AbstractBaseFilesystemAction<F>     processingActionBase = processingModule.getActionBase();
       processingActionBase.preAction(processingBackend);
 
       Integer maxFilesToSync  = runBackendStepInput.getValueInteger(FilesystemSyncProcess.FIELD_MAX_FILES_TO_ARCHIVE);
       int     syncedFileCount = 0;
-      for(Map.Entry<String, Object> sourceEntry : sourceFiles.entrySet())
+      for(Map.Entry<String, F> sourceEntry : sourceFiles.entrySet())
       {
          try
          {
@@ -91,20 +105,22 @@ public class FilesystemSyncStep implements BackendStep
             if(!archiveFiles.contains(sourceFileName))
             {
                LOG.info("Syncing file [" + sourceFileName + "] to [" + archiveTable + "] and [" + processingTable + "]");
-               InputStream inputStream = sourceActionBase.readFile(sourceEntry.getValue());
-               byte[]      bytes       = inputStream.readAllBytes();
-
-               String archivePath = archiveActionBase.getFullBasePath(archiveTable, archiveBackend);
-               archiveActionBase.writeFile(archiveBackend, archivePath + File.separator + sourceFileName, bytes);
-
-               String processingPath = processingActionBase.getFullBasePath(processingTable, processingBackend);
-               processingActionBase.writeFile(processingBackend, processingPath + File.separator + sourceFileName, bytes);
-               syncedFileCount++;
-
-               if(maxFilesToSync != null && syncedFileCount >= maxFilesToSync)
+               try(InputStream inputStream = sourceActionBase.readFile(sourceEntry.getValue()))
                {
-                  LOG.info("Breaking after syncing " + syncedFileCount + " files");
-                  break;
+                  byte[] bytes = inputStream.readAllBytes();
+
+                  String archivePath = archiveActionBase.getFullBasePath(archiveTable, archiveBackend);
+                  archiveActionBase.writeFile(archiveBackend, archivePath + File.separator + sourceFileName, bytes);
+
+                  String processingPath = processingActionBase.getFullBasePath(processingTable, processingBackend);
+                  processingActionBase.writeFile(processingBackend, processingPath + File.separator + sourceFileName, bytes);
+                  syncedFileCount++;
+
+                  if(maxFilesToSync != null && syncedFileCount >= maxFilesToSync)
+                  {
+                     LOG.info("Breaking after syncing " + syncedFileCount + " files");
+                     break;
+                  }
                }
             }
          }
@@ -120,12 +136,12 @@ public class FilesystemSyncStep implements BackendStep
    /*******************************************************************************
     **
     *******************************************************************************/
-   private Map<String, Object> getFileNames(AbstractBaseFilesystemAction actionBase, QTableMetaData table, QBackendMetaData backend)
+   private <F> Map<String, F> getFileNames(AbstractBaseFilesystemAction<F> actionBase, QTableMetaData table, QBackendMetaData backend) throws QException
    {
-      List<Object>        files = actionBase.listFiles(table, backend);
-      Map<String, Object> rs    = new LinkedHashMap<>();
+      List<F>        files = actionBase.listFiles(table, backend);
+      Map<String, F> rs    = new LinkedHashMap<>();
 
-      for(Object file : files)
+      for(F file : files)
       {
          String fileName = actionBase.stripBackendAndTableBasePathsFromFileName(actionBase.getFullPathForFile(file), backend, table);
          rs.put(fileName, file);
diff --git a/qqq-backend-module-filesystem/src/main/java/com/kingsrook/qqq/backend/module/filesystem/s3/S3BackendModule.java b/qqq-backend-module-filesystem/src/main/java/com/kingsrook/qqq/backend/module/filesystem/s3/S3BackendModule.java
index fe742f59..d613dced 100644
--- a/qqq-backend-module-filesystem/src/main/java/com/kingsrook/qqq/backend/module/filesystem/s3/S3BackendModule.java
+++ b/qqq-backend-module-filesystem/src/main/java/com/kingsrook/qqq/backend/module/filesystem/s3/S3BackendModule.java
@@ -46,6 +46,7 @@ import com.kingsrook.qqq.backend.module.filesystem.s3.model.metadata.S3TableBack
  *******************************************************************************/
 public class S3BackendModule implements QBackendModuleInterface, FilesystemBackendModuleInterface
 {
+   public static final String BACKEND_TYPE = "s3";
 
 
    /*******************************************************************************
@@ -66,7 +67,7 @@ public class S3BackendModule implements QBackendModuleInterface, FilesystemBacke
    @Override
    public String getBackendType()
    {
-      return ("s3");
+      return (BACKEND_TYPE);
    }
 
 
diff --git a/qqq-backend-module-filesystem/src/main/java/com/kingsrook/qqq/backend/module/filesystem/s3/actions/AbstractS3Action.java b/qqq-backend-module-filesystem/src/main/java/com/kingsrook/qqq/backend/module/filesystem/s3/actions/AbstractS3Action.java
index 612652e7..b7b8f999 100644
--- a/qqq-backend-module-filesystem/src/main/java/com/kingsrook/qqq/backend/module/filesystem/s3/actions/AbstractS3Action.java
+++ b/qqq-backend-module-filesystem/src/main/java/com/kingsrook/qqq/backend/module/filesystem/s3/actions/AbstractS3Action.java
@@ -30,7 +30,9 @@ import com.amazonaws.auth.BasicAWSCredentials;
 import com.amazonaws.services.s3.AmazonS3;
 import com.amazonaws.services.s3.AmazonS3ClientBuilder;
 import com.amazonaws.services.s3.model.S3ObjectSummary;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
 import com.kingsrook.qqq.backend.core.logging.QLogger;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QQueryFilter;
 import com.kingsrook.qqq.backend.core.model.metadata.QBackendMetaData;
 import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
 import com.kingsrook.qqq.backend.core.model.metadata.tables.QTableMetaData;
@@ -40,6 +42,7 @@ import com.kingsrook.qqq.backend.module.filesystem.base.model.metadata.AbstractF
 import com.kingsrook.qqq.backend.module.filesystem.exceptions.FilesystemException;
 import com.kingsrook.qqq.backend.module.filesystem.s3.model.metadata.S3BackendMetaData;
 import com.kingsrook.qqq.backend.module.filesystem.s3.utils.S3Utils;
+import static com.kingsrook.qqq.backend.core.logging.LogUtils.logPair;
 
 
 /*******************************************************************************
@@ -126,7 +129,7 @@ public class AbstractS3Action extends AbstractBaseFilesystemAction<S3ObjectSumma
     ** List the files for a table.
     *******************************************************************************/
    @Override
-   public List<S3ObjectSummary> listFiles(QTableMetaData table, QBackendMetaData backendBase)
+   public List<S3ObjectSummary> listFiles(QTableMetaData table, QBackendMetaData backendBase, QQueryFilter filter) throws QException
    {
       S3BackendMetaData                     s3BackendMetaData = getBackendMetaData(S3BackendMetaData.class, backendBase);
       AbstractFilesystemTableBackendDetails tableDetails      = getTableBackendDetails(AbstractFilesystemTableBackendDetails.class, table);
@@ -138,7 +141,7 @@ public class AbstractS3Action extends AbstractBaseFilesystemAction<S3ObjectSumma
       ////////////////////////////////////////////////////////////////////
       // todo - look at metadata to configure the s3 client here?       //
       ////////////////////////////////////////////////////////////////////
-      return getS3Utils().listObjectsInBucketMatchingGlob(bucketName, fullPath, glob);
+      return getS3Utils().listObjectsInBucketMatchingGlob(bucketName, fullPath, glob, filter, tableDetails);
    }
 
 
@@ -160,9 +163,18 @@ public class AbstractS3Action extends AbstractBaseFilesystemAction<S3ObjectSumma
    @Override
    public void writeFile(QBackendMetaData backendMetaData, String path, byte[] contents) throws IOException
    {
-      path = stripLeadingSlash(stripDuplicatedSlashes(path));
       String bucketName = ((S3BackendMetaData) backendMetaData).getBucketName();
-      getS3Utils().writeFile(bucketName, path, contents);
+
+      try
+      {
+         path = stripLeadingSlash(stripDuplicatedSlashes(path));
+         getS3Utils().writeFile(bucketName, path, contents);
+      }
+      catch(Exception e)
+      {
+         LOG.warn("Error writing file", e, logPair("path", path), logPair("bucketName", bucketName));
+         throw (new IOException("Error writing file", e));
+      }
    }
 
 
@@ -218,10 +230,11 @@ public class AbstractS3Action extends AbstractBaseFilesystemAction<S3ObjectSumma
    @Override
    public void deleteFile(QInstance instance, QTableMetaData table, String fileReference) throws FilesystemException
    {
-      QBackendMetaData backend    = instance.getBackend(table.getBackendName());
-      String           bucketName = ((S3BackendMetaData) backend).getBucketName();
+      QBackendMetaData backend     = instance.getBackend(table.getBackendName());
+      String           bucketName  = ((S3BackendMetaData) backend).getBucketName();
+      String           cleanedPath = stripLeadingSlash(stripDuplicatedSlashes(fileReference));
 
-      getS3Utils().deleteObject(bucketName, fileReference);
+      getS3Utils().deleteObject(bucketName, cleanedPath);
    }
 
 
diff --git a/qqq-backend-module-filesystem/src/main/java/com/kingsrook/qqq/backend/module/filesystem/s3/utils/S3Utils.java b/qqq-backend-module-filesystem/src/main/java/com/kingsrook/qqq/backend/module/filesystem/s3/utils/S3Utils.java
index 229b6152..a49ca3de 100644
--- a/qqq-backend-module-filesystem/src/main/java/com/kingsrook/qqq/backend/module/filesystem/s3/utils/S3Utils.java
+++ b/qqq-backend-module-filesystem/src/main/java/com/kingsrook/qqq/backend/module/filesystem/s3/utils/S3Utils.java
@@ -37,7 +37,14 @@ import com.amazonaws.services.s3.model.ListObjectsV2Request;
 import com.amazonaws.services.s3.model.ListObjectsV2Result;
 import com.amazonaws.services.s3.model.ObjectMetadata;
 import com.amazonaws.services.s3.model.S3ObjectSummary;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
 import com.kingsrook.qqq.backend.core.logging.QLogger;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QCriteriaOperator;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QFilterCriteria;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QQueryFilter;
+import com.kingsrook.qqq.backend.module.filesystem.base.model.metadata.AbstractFilesystemTableBackendDetails;
+import com.kingsrook.qqq.backend.module.filesystem.base.model.metadata.Cardinality;
+import com.kingsrook.qqq.backend.module.filesystem.base.utils.SharedFilesystemBackendModuleUtils;
 import com.kingsrook.qqq.backend.module.filesystem.exceptions.FilesystemException;
 import com.kingsrook.qqq.backend.module.filesystem.local.actions.AbstractFilesystemAction;
 
@@ -61,7 +68,19 @@ public class S3Utils
     ** List the objects in an S3 bucket matching a glob, per:
     ** https://docs.oracle.com/javase/7/docs/api/java/nio/file/FileSystem.html#getPathMatcher(java.lang.String)
     *******************************************************************************/
-   public List<S3ObjectSummary> listObjectsInBucketMatchingGlob(String bucketName, String path, String glob)
+   public List<S3ObjectSummary> listObjectsInBucketMatchingGlob(String bucketName, String path, String glob) throws QException
+   {
+      return listObjectsInBucketMatchingGlob(bucketName, path, glob, null, null);
+   }
+
+
+
+   /*******************************************************************************
+    ** List the objects in an S3 bucket matching a glob, per:
+    ** https://docs.oracle.com/javase/7/docs/api/java/nio/file/FileSystem.html#getPathMatcher(java.lang.String)
+    ** and also - (possibly) apply a file-name filter (based on the table's details).
+    *******************************************************************************/
+   public List<S3ObjectSummary> listObjectsInBucketMatchingGlob(String bucketName, String path, String glob, QQueryFilter filter, AbstractFilesystemTableBackendDetails tableDetails) throws QException
    {
       //////////////////////////////////////////////////////////////////////////////////////////////////
       // s3 list requests find nothing if the path starts with a /, so strip away any leading slashes //
@@ -77,6 +96,40 @@ public class S3Utils
          prefix = prefix.substring(0, prefix.indexOf('*'));
       }
 
+      ///////////////////////////////////////////////////////////////////////////////////////////////////////
+      // for a file-per-record (ONE) table, we may need to apply the filter to listing.                    //
+      // but for MANY tables, the filtering would be done on the records after they came out of the files. //
+      ///////////////////////////////////////////////////////////////////////////////////////////////////////
+      boolean useQQueryFilter = false;
+      if(tableDetails != null && Cardinality.ONE.equals(tableDetails.getCardinality()))
+      {
+         useQQueryFilter = true;
+      }
+
+      ////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+      // if there's a filter for single file, make that file name the "prefix" that we send to s3, so we just get back that 1 file. //
+      // as this will be a common case.                                                                                             //
+      ////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+      if(filter != null && useQQueryFilter)
+      {
+         if(filter.getCriteria() != null && filter.getCriteria().size() == 1)
+         {
+            QFilterCriteria criteria = filter.getCriteria().get(0);
+            if(tableDetails.getFileNameFieldName().equals(criteria.getFieldName()) && criteria.getOperator().equals(QCriteriaOperator.EQUALS))
+            {
+               if(!prefix.isEmpty())
+               {
+                  ///////////////////////////////////////////////////////
+                  // remember, a prefix starting with / finds nothing! //
+                  ///////////////////////////////////////////////////////
+                  prefix += "/";
+               }
+
+               prefix += criteria.getValues().get(0);
+            }
+         }
+      }
+
       ////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
       // mmm, we're assuming here we always want more than 1 file - so there must be some * in the glob.                //
       // That's a bad assumption, as it doesn't consider other wildcards like ? and [-] - but - put that aside for now. //
@@ -86,6 +139,7 @@ public class S3Utils
       {
          glob = "";
       }
+
       if(!glob.contains("*"))
       {
          if(glob.equals(""))
@@ -114,7 +168,7 @@ public class S3Utils
          {
             listObjectsV2Request.setContinuationToken(listObjectsV2Result.getNextContinuationToken());
          }
-         LOG.info("Listing bucket=" + bucketName + ", path=" + path);
+         LOG.info("Listing bucket=" + bucketName + ", path=" + path + ", prefix=" + prefix + ", glob=" + glob);
          listObjectsV2Result = getAmazonS3().listObjectsV2(listObjectsV2Request);
 
          //////////////////////////////////
@@ -149,7 +203,27 @@ public class S3Utils
                continue;
             }
 
+            ///////////////////////////////////////////////////////////////////////////////////
+            // if we're a file-per-record table, and we have a filter, compare the key to it //
+            ///////////////////////////////////////////////////////////////////////////////////
+            if(!SharedFilesystemBackendModuleUtils.doesFilePathMatchFilter(key, filter, tableDetails))
+            {
+               continue;
+            }
+
             rs.add(objectSummary);
+
+            /////////////////////////////////////////////////////////////////
+            // if we have a limit, and we've hit it, break out of the loop //
+            /////////////////////////////////////////////////////////////////
+            if(filter != null && useQQueryFilter && filter.getLimit() != null)
+            {
+               if(rs.size() >= filter.getLimit())
+               {
+                  break;
+               }
+            }
+
          }
       }
       while(listObjectsV2Result.isTruncated());
@@ -245,4 +319,5 @@ public class S3Utils
 
       return amazonS3;
    }
+
 }
diff --git a/qqq-backend-module-filesystem/src/test/java/com/kingsrook/qqq/backend/module/filesystem/TestUtils.java b/qqq-backend-module-filesystem/src/test/java/com/kingsrook/qqq/backend/module/filesystem/TestUtils.java
index c209f6a5..68c99d28 100644
--- a/qqq-backend-module-filesystem/src/test/java/com/kingsrook/qqq/backend/module/filesystem/TestUtils.java
+++ b/qqq-backend-module-filesystem/src/test/java/com/kingsrook/qqq/backend/module/filesystem/TestUtils.java
@@ -26,10 +26,10 @@ import java.io.File;
 import java.io.IOException;
 import java.util.List;
 import com.kingsrook.qqq.backend.core.exceptions.QException;
-import com.kingsrook.qqq.backend.core.instances.QInstanceValidator;
 import com.kingsrook.qqq.backend.core.model.metadata.QAuthenticationType;
 import com.kingsrook.qqq.backend.core.model.metadata.QBackendMetaData;
 import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
+import com.kingsrook.qqq.backend.core.model.metadata.audits.QAuditRules;
 import com.kingsrook.qqq.backend.core.model.metadata.authentication.QAuthenticationMetaData;
 import com.kingsrook.qqq.backend.core.model.metadata.code.QCodeReference;
 import com.kingsrook.qqq.backend.core.model.metadata.fields.QFieldMetaData;
@@ -39,12 +39,15 @@ import com.kingsrook.qqq.backend.core.model.metadata.processes.QProcessMetaData;
 import com.kingsrook.qqq.backend.core.model.metadata.tables.QTableMetaData;
 import com.kingsrook.qqq.backend.core.model.session.QSession;
 import com.kingsrook.qqq.backend.core.modules.authentication.implementations.MockAuthenticationModule;
+import com.kingsrook.qqq.backend.core.modules.backend.implementations.memory.MemoryBackendModule;
 import com.kingsrook.qqq.backend.core.processes.implementations.etl.streamed.StreamedETLProcess;
 import com.kingsrook.qqq.backend.module.filesystem.base.model.metadata.Cardinality;
 import com.kingsrook.qqq.backend.module.filesystem.base.model.metadata.RecordFormat;
 import com.kingsrook.qqq.backend.module.filesystem.local.model.metadata.FilesystemBackendMetaData;
 import com.kingsrook.qqq.backend.module.filesystem.local.model.metadata.FilesystemTableBackendDetails;
 import com.kingsrook.qqq.backend.module.filesystem.processes.implementations.etl.streamed.StreamedETLFilesystemBackendStep;
+import com.kingsrook.qqq.backend.module.filesystem.processes.implementations.filesystem.importer.FilesystemImporterMetaDataTemplate;
+import com.kingsrook.qqq.backend.module.filesystem.processes.implementations.filesystem.importer.FilesystemImporterProcessMetaDataBuilder;
 import com.kingsrook.qqq.backend.module.filesystem.s3.BaseS3Test;
 import com.kingsrook.qqq.backend.module.filesystem.s3.model.metadata.S3BackendMetaData;
 import com.kingsrook.qqq.backend.module.filesystem.s3.model.metadata.S3TableBackendDetails;
@@ -56,18 +59,23 @@ import org.apache.commons.io.FileUtils;
  *******************************************************************************/
 public class TestUtils
 {
-   public static final String BACKEND_NAME_LOCAL_FS = "local-filesystem";
-   public static final String BACKEND_NAME_S3       = "s3";
-   public static final String BACKEND_NAME_MOCK     = "mock";
+   public static final String BACKEND_NAME_LOCAL_FS       = "local-filesystem";
+   public static final String BACKEND_NAME_S3             = "s3";
+   public static final String BACKEND_NAME_S3_SANS_PREFIX = "s3sansPrefix";
+   public static final String BACKEND_NAME_MOCK           = "mock";
+   public static final String BACKEND_NAME_MEMORY = "memory";
 
    public static final String TABLE_NAME_PERSON_LOCAL_FS_JSON = "person-local-json";
    public static final String TABLE_NAME_PERSON_LOCAL_FS_CSV  = "person-local-csv";
    public static final String TABLE_NAME_BLOB_LOCAL_FS        = "local-blob";
+   public static final String TABLE_NAME_ARCHIVE_LOCAL_FS    = "local-archive";
    public static final String TABLE_NAME_PERSON_S3            = "person-s3";
    public static final String TABLE_NAME_BLOB_S3              = "s3-blob";
    public static final String TABLE_NAME_PERSON_MOCK          = "person-mock";
+   public static final String TABLE_NAME_BLOB_S3_SANS_PREFIX = "s3-blob-sans-prefix";
 
-   public static final String PROCESS_NAME_STREAMED_ETL = "etl.streamed";
+   public static final String PROCESS_NAME_STREAMED_ETL                   = "etl.streamed";
+   public static final String LOCAL_PERSON_CSV_FILE_IMPORTER_PROCESS_NAME = "localPersonCsvFileImporter";
 
    ///////////////////////////////////////////////////////////////////
    // shouldn't be accessed directly, as we append a counter to it. //
@@ -135,20 +143,44 @@ public class TestUtils
       qInstance.addTable(defineLocalFilesystemJSONPersonTable());
       qInstance.addTable(defineLocalFilesystemCSVPersonTable());
       qInstance.addTable(defineLocalFilesystemBlobTable());
+      qInstance.addTable(defineLocalFilesystemArchiveTable());
       qInstance.addBackend(defineS3Backend());
+      qInstance.addBackend(defineS3BackendSansPrefix());
       qInstance.addTable(defineS3CSVPersonTable());
       qInstance.addTable(defineS3BlobTable());
+      qInstance.addTable(defineS3BlobSansPrefixTable());
       qInstance.addBackend(defineMockBackend());
+      qInstance.addBackend(defineMemoryBackend());
       qInstance.addTable(defineMockPersonTable());
       qInstance.addProcess(defineStreamedLocalCsvToMockETLProcess());
 
-      new QInstanceValidator().validate(qInstance);
+      definePersonCsvImporter(qInstance);
 
       return (qInstance);
    }
 
 
 
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   private static void definePersonCsvImporter(QInstance qInstance)
+   {
+      String importBaseName = "personImporter";
+      FilesystemImporterProcessMetaDataBuilder filesystemImporterProcessMetaDataBuilder = (FilesystemImporterProcessMetaDataBuilder) new FilesystemImporterProcessMetaDataBuilder()
+         .withSourceTableName(TABLE_NAME_PERSON_LOCAL_FS_CSV)
+         .withFileFormat("csv")
+         .withArchiveFileEnabled(true)
+         .withArchiveTableName(TABLE_NAME_ARCHIVE_LOCAL_FS)
+         .withArchivePath("archive-of/personImporterFiles")
+         .withName(LOCAL_PERSON_CSV_FILE_IMPORTER_PROCESS_NAME);
+
+      FilesystemImporterMetaDataTemplate filesystemImporterMetaDataTemplate = new FilesystemImporterMetaDataTemplate(qInstance, importBaseName, BACKEND_NAME_MEMORY, filesystemImporterProcessMetaDataBuilder, table -> table.withAuditRules(QAuditRules.defaultInstanceLevelNone()));
+      filesystemImporterMetaDataTemplate.addToInstance(qInstance);
+   }
+
+
+
    /*******************************************************************************
     ** Define the authentication used in standard tests - using 'mock' type.
     **
@@ -249,6 +281,30 @@ public class TestUtils
          .withBackendDetails(new FilesystemTableBackendDetails()
             .withBasePath("blobs")
             .withCardinality(Cardinality.ONE)
+            .withFileNameFieldName("fileName")
+            .withContentsFieldName("contents")
+         );
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public static QTableMetaData defineLocalFilesystemArchiveTable()
+   {
+      return new QTableMetaData()
+         .withName(TABLE_NAME_ARCHIVE_LOCAL_FS)
+         .withLabel("Archive")
+         .withBackendName(defineLocalFilesystemBackend().getName())
+         .withPrimaryKeyField("fileName")
+         .withField(new QFieldMetaData("fileName", QFieldType.STRING))
+         .withField(new QFieldMetaData("contents", QFieldType.BLOB))
+         .withBackendDetails(new FilesystemTableBackendDetails()
+            .withBasePath("archive")
+            .withCardinality(Cardinality.ONE)
+            .withFileNameFieldName("fileName")
+            .withContentsFieldName("contents")
          );
    }
 
@@ -269,6 +325,29 @@ public class TestUtils
          .withBackendDetails(new S3TableBackendDetails()
             .withBasePath("blobs")
             .withCardinality(Cardinality.ONE)
+            .withFileNameFieldName("fileName")
+            .withContentsFieldName("contents")
+         );
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public static QTableMetaData defineS3BlobSansPrefixTable()
+   {
+      return new QTableMetaData()
+         .withName(TABLE_NAME_BLOB_S3_SANS_PREFIX)
+         .withLabel("Blob S3")
+         .withBackendName(defineS3BackendSansPrefix().getName())
+         .withPrimaryKeyField("fileName")
+         .withField(new QFieldMetaData("fileName", QFieldType.STRING))
+         .withField(new QFieldMetaData("contents", QFieldType.BLOB))
+         .withBackendDetails(new S3TableBackendDetails()
+            .withCardinality(Cardinality.ONE)
+            .withFileNameFieldName("fileName")
+            .withContentsFieldName("contents")
          );
    }
 
@@ -287,6 +366,18 @@ public class TestUtils
 
 
 
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public static S3BackendMetaData defineS3BackendSansPrefix()
+   {
+      return (new S3BackendMetaData()
+         .withBucketName(BaseS3Test.BUCKET_NAME_FOR_SANS_PREFIX_BACKEND)
+         .withName(BACKEND_NAME_S3_SANS_PREFIX));
+   }
+
+
+
    /*******************************************************************************
     **
     *******************************************************************************/
@@ -318,6 +409,18 @@ public class TestUtils
 
 
 
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public static QBackendMetaData defineMemoryBackend()
+   {
+      return (new QBackendMetaData()
+         .withBackendType(MemoryBackendModule.class)
+         .withName(BACKEND_NAME_MEMORY));
+   }
+
+
+
    /*******************************************************************************
     **
     *******************************************************************************/
diff --git a/qqq-backend-module-filesystem/src/test/java/com/kingsrook/qqq/backend/module/filesystem/base/model/metadata/AbstractFilesystemTableBackendDetailsTest.java b/qqq-backend-module-filesystem/src/test/java/com/kingsrook/qqq/backend/module/filesystem/base/model/metadata/AbstractFilesystemTableBackendDetailsTest.java
new file mode 100644
index 00000000..7fc78997
--- /dev/null
+++ b/qqq-backend-module-filesystem/src/test/java/com/kingsrook/qqq/backend/module/filesystem/base/model/metadata/AbstractFilesystemTableBackendDetailsTest.java
@@ -0,0 +1,195 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2023.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.module.filesystem.base.model.metadata;
+
+
+import java.util.function.Consumer;
+import com.kingsrook.qqq.backend.core.context.QContext;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.exceptions.QInstanceValidationException;
+import com.kingsrook.qqq.backend.core.instances.QInstanceValidator;
+import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
+import com.kingsrook.qqq.backend.module.filesystem.BaseTest;
+import com.kingsrook.qqq.backend.module.filesystem.TestUtils;
+import com.kingsrook.qqq.backend.module.filesystem.local.model.metadata.FilesystemTableBackendDetails;
+import org.junit.jupiter.api.Test;
+import static org.assertj.core.api.Assertions.assertThat;
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertNotNull;
+import static org.junit.jupiter.api.Assertions.fail;
+
+
+/*******************************************************************************
+ ** Unit test for AbstractFilesystemTableBackendDetails 
+ *******************************************************************************/
+class AbstractFilesystemTableBackendDetailsTest extends BaseTest
+{
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testValidInstancePasses() throws QInstanceValidationException
+   {
+      new QInstanceValidator().validate(QContext.getQInstance());
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testMissingCardinality() throws QException
+   {
+      assertValidationFailureReasons((QInstance qInstance) ->
+      {
+         qInstance.getTable(TestUtils.TABLE_NAME_PERSON_S3).withBackendDetails(new FilesystemTableBackendDetails());
+      }, false, "missing cardinality");
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testCardinalityOneIssues() throws QException
+   {
+      assertValidationFailureReasons((QInstance qInstance) ->
+      {
+         qInstance.getTable(TestUtils.TABLE_NAME_BLOB_LOCAL_FS).withBackendDetails(new FilesystemTableBackendDetails()
+            .withCardinality(Cardinality.ONE)
+         );
+      }, false, "missing contentsFieldName", "missing fileNameFieldName");
+
+      assertValidationFailureReasons((QInstance qInstance) ->
+      {
+         qInstance.getTable(TestUtils.TABLE_NAME_BLOB_LOCAL_FS).withBackendDetails(new FilesystemTableBackendDetails()
+            .withCardinality(Cardinality.ONE)
+            .withContentsFieldName("foo")
+            .withFileNameFieldName("bar")
+         );
+      }, false, "contentsFieldName [foo] is not a field", "fileNameFieldName [bar] is not a field");
+
+      assertValidationFailureReasons((QInstance qInstance) ->
+      {
+         qInstance.getTable(TestUtils.TABLE_NAME_BLOB_LOCAL_FS).withBackendDetails(new FilesystemTableBackendDetails()
+            .withCardinality(Cardinality.ONE)
+            .withContentsFieldName("contents")
+            .withFileNameFieldName("fileName")
+            .withRecordFormat(RecordFormat.CSV)
+         );
+      }, false, "has a recordFormat");
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testCardinalityManyIssues() throws QException
+   {
+      assertValidationFailureReasons((QInstance qInstance) ->
+      {
+         qInstance.getTable(TestUtils.TABLE_NAME_PERSON_LOCAL_FS_CSV).withBackendDetails(new FilesystemTableBackendDetails()
+            .withCardinality(Cardinality.MANY)
+         );
+      }, false, "missing recordFormat");
+
+      assertValidationFailureReasons((QInstance qInstance) ->
+      {
+         qInstance.getTable(TestUtils.TABLE_NAME_PERSON_LOCAL_FS_CSV).withBackendDetails(new FilesystemTableBackendDetails()
+            .withCardinality(Cardinality.MANY)
+            .withRecordFormat(RecordFormat.CSV)
+            .withContentsFieldName("foo")
+            .withFileNameFieldName("bar")
+         );
+      }, false, "has a contentsFieldName", "has a fileNameFieldName");
+   }
+
+
+
+   /*******************************************************************************
+    ** Implementation for the overloads of this name.
+    *******************************************************************************/
+   private void assertValidationFailureReasons(Consumer<QInstance> setup, boolean allowExtraReasons, String... reasons) throws QException
+   {
+      try
+      {
+         QInstance qInstance = TestUtils.defineInstance();
+         setup.accept(qInstance);
+         new QInstanceValidator().validate(qInstance);
+         fail("Should have thrown validationException");
+      }
+      catch(QInstanceValidationException e)
+      {
+         if(!allowExtraReasons)
+         {
+            int noOfReasons = e.getReasons() == null ? 0 : e.getReasons().size();
+            assertEquals(reasons.length, noOfReasons, "Expected number of validation failure reasons.\nExpected reasons: " + String.join(",", reasons)
+               + "\nActual reasons: " + (noOfReasons > 0 ? String.join("\n", e.getReasons()) : "--"));
+         }
+
+         for(String reason : reasons)
+         {
+            assertReason(reason, e);
+         }
+      }
+   }
+
+
+
+   /*******************************************************************************
+    ** Assert that an instance is valid!
+    *******************************************************************************/
+   private void assertValidationSuccess(Consumer<QInstance> setup) throws QException
+   {
+      try
+      {
+         QInstance qInstance = TestUtils.defineInstance();
+         setup.accept(qInstance);
+         new QInstanceValidator().validate(qInstance);
+      }
+      catch(QInstanceValidationException e)
+      {
+         fail("Expected no validation errors, but received: " + e.getMessage());
+      }
+   }
+
+
+
+   /*******************************************************************************
+    ** utility method for asserting that a specific reason string is found within
+    ** the list of reasons in the QInstanceValidationException.
+    **
+    *******************************************************************************/
+   private void assertReason(String reason, QInstanceValidationException e)
+   {
+      assertNotNull(e.getReasons(), "Expected there to be a reason for the failure (but there was not)");
+      assertThat(e.getReasons())
+         .withFailMessage("Expected any of:\n%s\nTo match: [%s]", e.getReasons(), reason)
+         .anyMatch(s -> s.contains(reason));
+   }
+
+}
\ No newline at end of file
diff --git a/qqq-backend-module-filesystem/src/test/java/com/kingsrook/qqq/backend/module/filesystem/local/FilesystemBackendModuleTest.java b/qqq-backend-module-filesystem/src/test/java/com/kingsrook/qqq/backend/module/filesystem/local/FilesystemBackendModuleTest.java
index ea52bc97..6faf15bc 100644
--- a/qqq-backend-module-filesystem/src/test/java/com/kingsrook/qqq/backend/module/filesystem/local/FilesystemBackendModuleTest.java
+++ b/qqq-backend-module-filesystem/src/test/java/com/kingsrook/qqq/backend/module/filesystem/local/FilesystemBackendModuleTest.java
@@ -25,6 +25,11 @@ package com.kingsrook.qqq.backend.module.filesystem.local;
 import java.io.File;
 import java.io.IOException;
 import java.util.List;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QCriteriaOperator;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QFilterCriteria;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QQueryFilter;
+import com.kingsrook.qqq.backend.core.model.metadata.QBackendMetaData;
 import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
 import com.kingsrook.qqq.backend.core.model.metadata.tables.QTableMetaData;
 import com.kingsrook.qqq.backend.module.filesystem.TestUtils;
@@ -36,6 +41,8 @@ import org.junit.jupiter.api.AfterEach;
 import org.junit.jupiter.api.Assertions;
 import org.junit.jupiter.api.BeforeEach;
 import org.junit.jupiter.api.Test;
+import static org.assertj.core.api.Assertions.assertThatThrownBy;
+import static org.junit.jupiter.api.Assertions.assertEquals;
 
 
 /*******************************************************************************
@@ -47,6 +54,9 @@ public class FilesystemBackendModuleTest
 
 
 
+   /*******************************************************************************
+    **
+    *******************************************************************************/
    @BeforeEach
    public void beforeEach() throws IOException
    {
@@ -55,6 +65,9 @@ public class FilesystemBackendModuleTest
 
 
 
+   /*******************************************************************************
+    **
+    *******************************************************************************/
    @AfterEach
    public void afterEach() throws Exception
    {
@@ -63,6 +76,80 @@ public class FilesystemBackendModuleTest
 
 
 
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testListFiles() throws QException
+   {
+      QInstance      qInstance = TestUtils.defineInstance();
+      QTableMetaData table     = qInstance.getTable(TestUtils.TABLE_NAME_BLOB_LOCAL_FS);
+
+      AbstractFilesystemAction abstractFilesystemAction = new AbstractFilesystemAction();
+      QBackendMetaData         backend                  = qInstance.getBackendForTable(table.getName());
+
+      //////////////////////////////////////////////////////////
+      // with no filter given, all (3) files should come back //
+      //////////////////////////////////////////////////////////
+      List<File> files = abstractFilesystemAction.listFiles(table, backend);
+      assertEquals(3, files.size());
+
+      /////////////////////////////////////////
+      // filter for a file name that's found //
+      /////////////////////////////////////////
+      files = abstractFilesystemAction.listFiles(table, backend, new QQueryFilter(new QFilterCriteria("fileName", QCriteriaOperator.EQUALS, "BLOB-2.txt")));
+      assertEquals(1, files.size());
+      assertEquals("BLOB-2.txt", files.get(0).getName());
+
+      files = abstractFilesystemAction.listFiles(table, backend, new QQueryFilter(new QFilterCriteria("fileName", QCriteriaOperator.EQUALS, "BLOB-1.txt")));
+      assertEquals(1, files.size());
+      assertEquals("BLOB-1.txt", files.get(0).getName());
+
+      ///////////////////////////////////
+      // filter for 2 names that exist //
+      ///////////////////////////////////
+      files = abstractFilesystemAction.listFiles(table, backend, new QQueryFilter(new QFilterCriteria("fileName", QCriteriaOperator.IN, "BLOB-1.txt", "BLOB-2.txt")));
+      assertEquals(2, files.size());
+
+      /////////////////////////////////////////////
+      // filter for a file name that isn't found //
+      /////////////////////////////////////////////
+      files = abstractFilesystemAction.listFiles(table, backend, new QQueryFilter(new QFilterCriteria("fileName", QCriteriaOperator.EQUALS, "NOT-FOUND.txt")));
+      assertEquals(0, files.size());
+
+      files = abstractFilesystemAction.listFiles(table, backend, new QQueryFilter(new QFilterCriteria("fileName", QCriteriaOperator.IN, "BLOB-2.txt", "NOT-FOUND.txt")));
+      assertEquals(1, files.size());
+
+      ////////////////////////////////////////////////////
+      // 2 criteria, and'ed, and can't match, so find 0 //
+      ////////////////////////////////////////////////////
+      files = abstractFilesystemAction.listFiles(table, backend, new QQueryFilter(
+         new QFilterCriteria("fileName", QCriteriaOperator.EQUALS, "BLOB-1.txt"),
+         new QFilterCriteria("fileName", QCriteriaOperator.EQUALS, "BLOB-2.txt")));
+      assertEquals(0, files.size());
+
+      //////////////////////////////////////////////////
+      // 2 criteria, or'ed, and both match, so find 2 //
+      //////////////////////////////////////////////////
+      files = abstractFilesystemAction.listFiles(table, backend, new QQueryFilter(
+         new QFilterCriteria("fileName", QCriteriaOperator.EQUALS, "BLOB-1.txt"),
+         new QFilterCriteria("fileName", QCriteriaOperator.EQUALS, "BLOB-2.txt"))
+         .withBooleanOperator(QQueryFilter.BooleanOperator.OR));
+      assertEquals(2, files.size());
+
+      //////////////////////////////////////
+      // ensure unsupported filters throw //
+      //////////////////////////////////////
+      assertThatThrownBy(() -> abstractFilesystemAction.listFiles(table, backend, new QQueryFilter(new QFilterCriteria("foo", QCriteriaOperator.GREATER_THAN, 42))))
+         .rootCause()
+         .hasMessageContaining("Unable to query filesystem table by field");
+      assertThatThrownBy(() -> abstractFilesystemAction.listFiles(table, backend, new QQueryFilter(new QFilterCriteria("fileName", QCriteriaOperator.IS_BLANK))))
+         .rootCause()
+         .hasMessageContaining("Unable to query filename field using operator");
+   }
+
+
+
    /*******************************************************************************
     **
     *******************************************************************************/
diff --git a/qqq-backend-module-filesystem/src/test/java/com/kingsrook/qqq/backend/module/filesystem/local/actions/FilesystemActionTest.java b/qqq-backend-module-filesystem/src/test/java/com/kingsrook/qqq/backend/module/filesystem/local/actions/FilesystemActionTest.java
index 1a1fac9e..243f56c6 100644
--- a/qqq-backend-module-filesystem/src/test/java/com/kingsrook/qqq/backend/module/filesystem/local/actions/FilesystemActionTest.java
+++ b/qqq-backend-module-filesystem/src/test/java/com/kingsrook/qqq/backend/module/filesystem/local/actions/FilesystemActionTest.java
@@ -49,7 +49,7 @@ public class FilesystemActionTest extends BaseTest
     **
     *******************************************************************************/
    @BeforeEach
-   public void beforeEach() throws Exception
+   public void filesystemBaseBeforeEach() throws Exception
    {
       primeFilesystem();
       QContext.init(TestUtils.defineInstance(), new QSession());
@@ -61,7 +61,7 @@ public class FilesystemActionTest extends BaseTest
     **
     *******************************************************************************/
    @AfterEach
-   public void afterEach() throws Exception
+   public void filesystemBaseAfterEach() throws Exception
    {
       cleanFilesystem();
    }
@@ -89,6 +89,7 @@ public class FilesystemActionTest extends BaseTest
 
       writePersonJSONFiles(baseDirectory);
       writePersonCSVFiles(baseDirectory);
+      writeBlobFiles(baseDirectory);
    }
 
 
@@ -129,7 +130,7 @@ public class FilesystemActionTest extends BaseTest
    /*******************************************************************************
     ** Write some data files into the directory for the filesystem module.
     *******************************************************************************/
-   private void writePersonCSVFiles(File baseDirectory) throws IOException
+   protected void writePersonCSVFiles(File baseDirectory) throws IOException
    {
       String fullPath = baseDirectory.getAbsolutePath();
       if(TestUtils.defineLocalFilesystemCSVPersonTable().getBackendDetails() instanceof FilesystemTableBackendDetails details)
@@ -158,6 +159,37 @@ public class FilesystemActionTest extends BaseTest
 
 
 
+   /*******************************************************************************
+    ** Write some data files into the directory for the filesystem module.
+    *******************************************************************************/
+   private void writeBlobFiles(File baseDirectory) throws IOException
+   {
+      String fullPath = baseDirectory.getAbsolutePath();
+      if(TestUtils.defineLocalFilesystemBlobTable().getBackendDetails() instanceof FilesystemTableBackendDetails details)
+      {
+         if(StringUtils.hasContent(details.getBasePath()))
+         {
+            fullPath += File.separatorChar + details.getBasePath();
+         }
+      }
+      fullPath += File.separatorChar;
+
+      String data1 = """
+         Hello, Blob
+         """;
+      FileUtils.writeStringToFile(new File(fullPath + "BLOB-1.txt"), data1);
+
+      String data2 = """
+         Hi Bob""";
+      FileUtils.writeStringToFile(new File(fullPath + "BLOB-2.txt"), data2);
+
+      String data3 = """
+         # Hi MD...""";
+      FileUtils.writeStringToFile(new File(fullPath + "BLOB-3.md"), data3);
+   }
+
+
+
    /*******************************************************************************
     **
     *******************************************************************************/
diff --git a/qqq-backend-module-filesystem/src/test/java/com/kingsrook/qqq/backend/module/filesystem/local/actions/FilesystemQueryActionTest.java b/qqq-backend-module-filesystem/src/test/java/com/kingsrook/qqq/backend/module/filesystem/local/actions/FilesystemQueryActionTest.java
index fdf79b2b..f8a636fc 100644
--- a/qqq-backend-module-filesystem/src/test/java/com/kingsrook/qqq/backend/module/filesystem/local/actions/FilesystemQueryActionTest.java
+++ b/qqq-backend-module-filesystem/src/test/java/com/kingsrook/qqq/backend/module/filesystem/local/actions/FilesystemQueryActionTest.java
@@ -23,6 +23,9 @@ package com.kingsrook.qqq.backend.module.filesystem.local.actions;
 
 
 import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QCriteriaOperator;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QFilterCriteria;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QQueryFilter;
 import com.kingsrook.qqq.backend.core.model.actions.tables.query.QueryInput;
 import com.kingsrook.qqq.backend.core.model.actions.tables.query.QueryOutput;
 import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
@@ -32,8 +35,10 @@ import com.kingsrook.qqq.backend.module.filesystem.TestUtils;
 import com.kingsrook.qqq.backend.module.filesystem.base.FilesystemRecordBackendDetailFields;
 import com.kingsrook.qqq.backend.module.filesystem.base.actions.AbstractPostReadFileCustomizer;
 import com.kingsrook.qqq.backend.module.filesystem.base.actions.FilesystemTableCustomizers;
-import org.junit.jupiter.api.Assertions;
+import com.kingsrook.qqq.backend.module.filesystem.local.model.metadata.FilesystemTableBackendDetails;
 import org.junit.jupiter.api.Test;
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertTrue;
 
 
 /*******************************************************************************
@@ -51,8 +56,8 @@ public class FilesystemQueryActionTest extends FilesystemActionTest
       QueryInput queryInput = new QueryInput();
       queryInput.setTableName(TestUtils.defineLocalFilesystemJSONPersonTable().getName());
       QueryOutput queryOutput = new FilesystemQueryAction().execute(queryInput);
-      Assertions.assertEquals(3, queryOutput.getRecords().size(), "Unfiltered query should find all rows");
-      Assertions.assertTrue(queryOutput.getRecords().stream()
+      assertEquals(3, queryOutput.getRecords().size(), "Unfiltered query should find all rows");
+      assertTrue(queryOutput.getRecords().stream()
             .allMatch(record -> record.getBackendDetailString(FilesystemRecordBackendDetailFields.FULL_PATH).contains(TestUtils.BASE_PATH)),
          "All records should have a full-path in their backend details, matching the test folder name");
    }
@@ -74,14 +79,57 @@ public class FilesystemQueryActionTest extends FilesystemActionTest
 
       queryInput.setTableName(TestUtils.defineLocalFilesystemJSONPersonTable().getName());
       QueryOutput queryOutput = new FilesystemQueryAction().execute(queryInput);
-      Assertions.assertEquals(3, queryOutput.getRecords().size(), "Unfiltered query should find all rows");
-      Assertions.assertTrue(
+      assertEquals(3, queryOutput.getRecords().size(), "Unfiltered query should find all rows");
+      assertTrue(
          queryOutput.getRecords().stream().allMatch(record -> record.getValueString("email").matches(".*KINGSROOK.COM")),
          "All records should have their email addresses up-shifted.");
    }
 
 
 
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   public void testQueryForCardinalityOne() throws QException
+   {
+      FilesystemQueryAction filesystemQueryAction = new FilesystemQueryAction();
+
+      QueryInput queryInput = new QueryInput(TestUtils.TABLE_NAME_BLOB_LOCAL_FS);
+      queryInput.setFilter(new QQueryFilter());
+      QueryOutput queryOutput = filesystemQueryAction.execute(queryInput);
+      assertEquals(3, queryOutput.getRecords().size(), "Unfiltered query should find all rows");
+
+      queryInput.setFilter(new QQueryFilter(new QFilterCriteria("fileName", QCriteriaOperator.EQUALS, "BLOB-1.txt")));
+      queryOutput = filesystemQueryAction.execute(queryInput);
+      assertEquals(1, queryOutput.getRecords().size(), "Filtered query should find 1 row");
+      assertEquals("BLOB-1.txt", queryOutput.getRecords().get(0).getValueString("fileName"));
+
+      ////////////////////////////////////////////////////////////////
+      // put a glob on the table - now should only find 2 txt files //
+      ////////////////////////////////////////////////////////////////
+      QInstance instance = TestUtils.defineInstance();
+      ((FilesystemTableBackendDetails) (instance.getTable(TestUtils.TABLE_NAME_BLOB_LOCAL_FS).getBackendDetails()))
+         .withGlob("*.txt");
+      reInitInstanceInContext(instance);
+
+      queryInput.setFilter(new QQueryFilter());
+      queryOutput = filesystemQueryAction.execute(queryInput);
+      assertEquals(2, queryOutput.getRecords().size(), "Query should use glob and find 2 rows");
+
+      //////////////////////////////
+      // add a limit to the query //
+      //////////////////////////////
+      queryInput.setFilter(new QQueryFilter().withLimit(1));
+      queryOutput = filesystemQueryAction.execute(queryInput);
+      assertEquals(1, queryOutput.getRecords().size(), "Query with limit should be respected");
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
    public static class ValueUpshifter extends AbstractPostReadFileCustomizer
    {
       @Override
diff --git a/qqq-backend-module-filesystem/src/test/java/com/kingsrook/qqq/backend/module/filesystem/processes/implementations/filesystem/importer/FilesystemImporterStepTest.java b/qqq-backend-module-filesystem/src/test/java/com/kingsrook/qqq/backend/module/filesystem/processes/implementations/filesystem/importer/FilesystemImporterStepTest.java
new file mode 100644
index 00000000..81d482b8
--- /dev/null
+++ b/qqq-backend-module-filesystem/src/test/java/com/kingsrook/qqq/backend/module/filesystem/processes/implementations/filesystem/importer/FilesystemImporterStepTest.java
@@ -0,0 +1,321 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.module.filesystem.processes.implementations.filesystem.importer;
+
+
+import java.io.File;
+import java.io.Serializable;
+import java.time.LocalDateTime;
+import java.util.function.Function;
+import com.kingsrook.qqq.backend.core.actions.processes.RunProcessAction;
+import com.kingsrook.qqq.backend.core.actions.tables.CountAction;
+import com.kingsrook.qqq.backend.core.actions.tables.GetAction;
+import com.kingsrook.qqq.backend.core.context.QContext;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.instances.QInstanceValidator;
+import com.kingsrook.qqq.backend.core.model.actions.processes.RunProcessInput;
+import com.kingsrook.qqq.backend.core.model.actions.tables.count.CountInput;
+import com.kingsrook.qqq.backend.core.model.actions.tables.get.GetInput;
+import com.kingsrook.qqq.backend.core.model.data.QRecord;
+import com.kingsrook.qqq.backend.core.model.metadata.code.QCodeReference;
+import com.kingsrook.qqq.backend.core.model.metadata.processes.QProcessMetaData;
+import com.kingsrook.qqq.backend.core.modules.backend.implementations.memory.MemoryRecordStore;
+import com.kingsrook.qqq.backend.module.filesystem.TestUtils;
+import com.kingsrook.qqq.backend.module.filesystem.local.actions.FilesystemActionTest;
+import com.kingsrook.qqq.backend.module.filesystem.local.model.metadata.FilesystemBackendMetaData;
+import org.json.JSONObject;
+import org.junit.jupiter.api.AfterEach;
+import org.junit.jupiter.api.Test;
+import static org.assertj.core.api.Assertions.assertThat;
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.fail;
+
+
+/*******************************************************************************
+ ** Unit test for FilesystemImporterStep 
+ *******************************************************************************/
+class FilesystemImporterStepTest extends FilesystemActionTest
+{
+
+   //////////////////////////////////////////////////////////////////////////
+   // note - we take advantage of the @BeforeEach and @AfterEach to set up //
+   // and clean up files on disk for this test.                            //
+   //////////////////////////////////////////////////////////////////////////
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @AfterEach
+   public void afterEach() throws Exception
+   {
+      MemoryRecordStore.getInstance().reset();
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void test() throws QException
+   {
+      /////////////////////////////////////////////////////
+      // make sure we see 2 source files before we begin //
+      /////////////////////////////////////////////////////
+      FilesystemBackendMetaData backend   = (FilesystemBackendMetaData) QContext.getQInstance().getBackend(TestUtils.BACKEND_NAME_LOCAL_FS);
+      String                    basePath  = backend.getBasePath();
+      File                      sourceDir = new File(basePath + "/persons-csv/");
+      assertEquals(2, listOrFail(sourceDir).length);
+
+      RunProcessInput runProcessInput = new RunProcessInput();
+      runProcessInput.setProcessName(TestUtils.LOCAL_PERSON_CSV_FILE_IMPORTER_PROCESS_NAME);
+      new RunProcessAction().execute(runProcessInput);
+
+      String importBaseName = "personImporter";
+      assertEquals(2, new CountAction().execute(new CountInput(importBaseName + FilesystemImporterMetaDataTemplate.IMPORT_FILE_TABLE_SUFFIX)).getCount());
+      assertEquals(5, new CountAction().execute(new CountInput(importBaseName + FilesystemImporterMetaDataTemplate.IMPORT_RECORD_TABLE_SUFFIX)).getCount());
+
+      QRecord record = new GetAction().executeForRecord(new GetInput(importBaseName + FilesystemImporterMetaDataTemplate.IMPORT_RECORD_TABLE_SUFFIX).withPrimaryKey(1));
+      assertEquals(1, record.getValue("importFileId"));
+      assertEquals("John", record.getValue("firstName"));
+      assertThat(record.getValue("values")).isInstanceOf(String.class);
+      JSONObject values = new JSONObject(record.getValueString("values"));
+      assertEquals("John", values.get("firstName"));
+
+      ///////////////////////////////////////////
+      // make sure 2 archive files got created //
+      ///////////////////////////////////////////
+      LocalDateTime now = LocalDateTime.now();
+      assertEquals(2, listOrFail(new File(basePath + "/archive/archive-of/personImporterFiles/" + now.getYear() + "/" + now.getMonth())).length);
+
+      ////////////////////////////////////////////
+      // make sure the source files got deleted //
+      ////////////////////////////////////////////
+      assertEquals(0, listOrFail(sourceDir).length);
+   }
+
+
+
+   /*******************************************************************************
+    ** do a listFiles, but fail properly if it returns null (so IJ won't warn all the time)
+    *******************************************************************************/
+   private static File[] listOrFail(File dir)
+   {
+      File[] files = dir.listFiles();
+      if(files == null)
+      {
+         fail("Null result when listing directory: " + dir);
+      }
+      return (files);
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testJSON() throws QException
+   {
+      ////////////////////////////////////////////////////////////////////
+      // adjust the process to use the JSON file table, and JSON format //
+      ////////////////////////////////////////////////////////////////////
+      QProcessMetaData process = QContext.getQInstance().getProcess(TestUtils.LOCAL_PERSON_CSV_FILE_IMPORTER_PROCESS_NAME);
+      process.getInputFields().stream().filter(f -> f.getName().equals(FilesystemImporterStep.FIELD_SOURCE_TABLE)).findFirst().get().setDefaultValue(TestUtils.TABLE_NAME_PERSON_LOCAL_FS_JSON);
+      process.getInputFields().stream().filter(f -> f.getName().equals(FilesystemImporterStep.FIELD_FILE_FORMAT)).findFirst().get().setDefaultValue("json");
+
+      RunProcessInput runProcessInput = new RunProcessInput();
+      runProcessInput.setProcessName(TestUtils.LOCAL_PERSON_CSV_FILE_IMPORTER_PROCESS_NAME);
+      new RunProcessAction().execute(runProcessInput);
+
+      String importBaseName = "personImporter";
+      assertEquals(2, new CountAction().execute(new CountInput(importBaseName + FilesystemImporterMetaDataTemplate.IMPORT_FILE_TABLE_SUFFIX)).getCount());
+      assertEquals(3, new CountAction().execute(new CountInput(importBaseName + FilesystemImporterMetaDataTemplate.IMPORT_RECORD_TABLE_SUFFIX)).getCount());
+
+      QRecord record = new GetAction().executeForRecord(new GetInput(importBaseName + FilesystemImporterMetaDataTemplate.IMPORT_RECORD_TABLE_SUFFIX).withPrimaryKey(1));
+      assertEquals(1, record.getValue("importFileId"));
+      assertEquals("John", record.getValue("firstName"));
+      assertThat(record.getValue("values")).isInstanceOf(String.class);
+      JSONObject values = new JSONObject(record.getValueString("values"));
+      assertEquals("John", values.get("firstName"));
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testNoFilesFound() throws Exception
+   {
+      cleanFilesystem();
+
+      RunProcessInput runProcessInput = new RunProcessInput();
+      runProcessInput.setProcessName(TestUtils.LOCAL_PERSON_CSV_FILE_IMPORTER_PROCESS_NAME);
+      new RunProcessAction().execute(runProcessInput);
+
+      String importBaseName = "personImporter";
+      assertEquals(0, new CountAction().execute(new CountInput(importBaseName + FilesystemImporterMetaDataTemplate.IMPORT_FILE_TABLE_SUFFIX)).getCount());
+      assertEquals(0, new CountAction().execute(new CountInput(importBaseName + FilesystemImporterMetaDataTemplate.IMPORT_RECORD_TABLE_SUFFIX)).getCount());
+   }
+
+   // todo - updates?
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testDuplicateFileNameNonUpdate() throws Exception
+   {
+      FilesystemBackendMetaData backend   = (FilesystemBackendMetaData) QContext.getQInstance().getBackend(TestUtils.BACKEND_NAME_LOCAL_FS);
+      String                    basePath  = backend.getBasePath();
+      File                      sourceDir = new File(basePath + "/persons-csv/");
+
+      /////////////////////////////////////////////////////////////////
+      // run the process once - assert how many records got inserted //
+      /////////////////////////////////////////////////////////////////
+      RunProcessInput runProcessInput = new RunProcessInput();
+      runProcessInput.setProcessName(TestUtils.LOCAL_PERSON_CSV_FILE_IMPORTER_PROCESS_NAME);
+      new RunProcessAction().execute(runProcessInput);
+
+      String importBaseName = "personImporter";
+      assertEquals(2, new CountAction().execute(new CountInput(importBaseName + FilesystemImporterMetaDataTemplate.IMPORT_FILE_TABLE_SUFFIX)).getCount());
+      assertEquals(5, new CountAction().execute(new CountInput(importBaseName + FilesystemImporterMetaDataTemplate.IMPORT_RECORD_TABLE_SUFFIX)).getCount());
+
+      ///////////////////////////////////////////////////////
+      // put the source files back - assert they are there //
+      ///////////////////////////////////////////////////////
+      writePersonCSVFiles(new File(basePath));
+      assertEquals(2, listOrFail(sourceDir).length);
+
+      ////////////////////////
+      // re-run the process //
+      ////////////////////////
+      runProcessInput.setProcessName(TestUtils.LOCAL_PERSON_CSV_FILE_IMPORTER_PROCESS_NAME);
+      new RunProcessAction().execute(runProcessInput);
+
+      ////////////////////////////////////////
+      // make sure no new records are built //
+      ////////////////////////////////////////
+      assertEquals(2, new CountAction().execute(new CountInput(importBaseName + FilesystemImporterMetaDataTemplate.IMPORT_FILE_TABLE_SUFFIX)).getCount());
+      assertEquals(5, new CountAction().execute(new CountInput(importBaseName + FilesystemImporterMetaDataTemplate.IMPORT_RECORD_TABLE_SUFFIX)).getCount());
+
+      /////////////////////////////////////////////////
+      // make sure no new archive files were created //
+      /////////////////////////////////////////////////
+      LocalDateTime now = LocalDateTime.now();
+      assertEquals(2, listOrFail(new File(basePath + "/archive/archive-of/personImporterFiles/" + now.getYear() + "/" + now.getMonth())).length);
+
+      ////////////////////////////////////////////
+      // make sure the source files got deleted //
+      ////////////////////////////////////////////
+      assertEquals(0, listOrFail(sourceDir).length);
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testSecurityKey() throws QException
+   {
+      //////////////////////////////////////////////
+      // Add a security name/value to our process //
+      //////////////////////////////////////////////
+      QProcessMetaData process = QContext.getQInstance().getProcess(TestUtils.LOCAL_PERSON_CSV_FILE_IMPORTER_PROCESS_NAME);
+      process.getInputFields().stream().filter(f -> f.getName().equals(FilesystemImporterStep.FIELD_IMPORT_SECURITY_FIELD_NAME)).findFirst().get().setDefaultValue("customerId");
+      process.getInputFields().stream().filter(f -> f.getName().equals(FilesystemImporterStep.FIELD_IMPORT_SECURITY_FIELD_VALUE)).findFirst().get().setDefaultValue(47);
+
+      RunProcessInput runProcessInput = new RunProcessInput();
+      runProcessInput.setProcessName(TestUtils.LOCAL_PERSON_CSV_FILE_IMPORTER_PROCESS_NAME);
+      new RunProcessAction().execute(runProcessInput);
+
+      ////////////////////////////////////////////////////////////////////////////////////////////
+      // assert the security field gets its value on both the importFile & importRecord records //
+      ////////////////////////////////////////////////////////////////////////////////////////////
+      String  importBaseName = "personImporter";
+      QRecord fileRecord     = new GetAction().executeForRecord(new GetInput(importBaseName + FilesystemImporterMetaDataTemplate.IMPORT_FILE_TABLE_SUFFIX).withPrimaryKey(1));
+      assertEquals(47, fileRecord.getValue("customerId"));
+
+      QRecord recordRecord = new GetAction().executeForRecord(new GetInput(importBaseName + FilesystemImporterMetaDataTemplate.IMPORT_RECORD_TABLE_SUFFIX).withPrimaryKey(1));
+      assertEquals(47, recordRecord.getValue("customerId"));
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testSecuritySupplier() throws QException
+   {
+      //////////////////////////////////////////////
+      // Add a security name/value to our process //
+      //////////////////////////////////////////////
+      QProcessMetaData process = QContext.getQInstance().getProcess(TestUtils.LOCAL_PERSON_CSV_FILE_IMPORTER_PROCESS_NAME);
+      process.getInputFields().stream().filter(f -> f.getName().equals(FilesystemImporterStep.FIELD_IMPORT_SECURITY_FIELD_NAME)).findFirst().get().setDefaultValue("customerId");
+      process.getInputFields().stream().filter(f -> f.getName().equals(FilesystemImporterStep.FIELD_IMPORT_SECURITY_VALUE_SUPPLIER)).findFirst().get().setDefaultValue(new QCodeReference(SecuritySupplier.class));
+
+      //////////////////////////////////////////////////////////////////////////////////////////////////////
+      // re-validate our instance now that we have that code-reference in place for the security supplier //
+      //////////////////////////////////////////////////////////////////////////////////////////////////////
+      QContext.getQInstance().setHasBeenValidated(null);
+      new QInstanceValidator().validate(QContext.getQInstance());
+
+      RunProcessInput runProcessInput = new RunProcessInput();
+      runProcessInput.setProcessName(TestUtils.LOCAL_PERSON_CSV_FILE_IMPORTER_PROCESS_NAME);
+      new RunProcessAction().execute(runProcessInput);
+
+      ////////////////////////////////////////////////////////////////////////////////////////////
+      // assert the security field gets its value on both the importFile & importRecord records //
+      ////////////////////////////////////////////////////////////////////////////////////////////
+      String  importBaseName = "personImporter";
+      QRecord fileRecord     = new GetAction().executeForRecord(new GetInput(importBaseName + FilesystemImporterMetaDataTemplate.IMPORT_FILE_TABLE_SUFFIX).withPrimaryKey(1));
+      assertEquals(1701, fileRecord.getValue("customerId"));
+
+      QRecord recordRecord = new GetAction().executeForRecord(new GetInput(importBaseName + FilesystemImporterMetaDataTemplate.IMPORT_RECORD_TABLE_SUFFIX).withPrimaryKey(1));
+      assertEquals(1701, recordRecord.getValue("customerId"));
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public static class SecuritySupplier implements Function<QRecord, Serializable>
+   {
+      /*******************************************************************************
+       **
+       *******************************************************************************/
+      @Override
+      public Serializable apply(QRecord qRecord)
+      {
+         return (1701);
+      }
+   }
+
+}
\ No newline at end of file
diff --git a/qqq-backend-module-filesystem/src/test/java/com/kingsrook/qqq/backend/module/filesystem/processes/implementations/filesystem/importer/ImportRecordPostQueryCustomizerTest.java b/qqq-backend-module-filesystem/src/test/java/com/kingsrook/qqq/backend/module/filesystem/processes/implementations/filesystem/importer/ImportRecordPostQueryCustomizerTest.java
new file mode 100644
index 00000000..957078df
--- /dev/null
+++ b/qqq-backend-module-filesystem/src/test/java/com/kingsrook/qqq/backend/module/filesystem/processes/implementations/filesystem/importer/ImportRecordPostQueryCustomizerTest.java
@@ -0,0 +1,85 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.module.filesystem.processes.implementations.filesystem.importer;
+
+
+import java.time.Instant;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import com.kingsrook.qqq.backend.core.model.data.QRecord;
+import com.kingsrook.qqq.backend.core.utils.collections.MapBuilder;
+import com.kingsrook.qqq.backend.module.filesystem.BaseTest;
+import org.json.JSONObject;
+import org.junit.jupiter.api.Test;
+import static org.assertj.core.api.Assertions.assertThat;
+import static org.junit.jupiter.api.Assertions.assertEquals;
+
+
+/*******************************************************************************
+ ** Unit test for ImportRecordPostQueryCustomizer 
+ *******************************************************************************/
+class ImportRecordPostQueryCustomizerTest extends BaseTest
+{
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void test()
+   {
+      Instant createDate = Instant.parse("2024-01-08T20:07:21Z");
+
+      List<QRecord> output = new ImportRecordPostQueryCustomizer().apply(List.of(
+         new QRecord()
+            .withTableName("personImporterImportRecord")
+            .withValue("importFileId", 1)
+            .withValue("unmapped", 2)
+            .withValue("unstructured", 3)
+            .withValue("nosqlObject", MapBuilder.of(HashMap::new).with("foo", "bar").with("createDate", createDate).build())
+      ));
+
+      assertEquals(1, output.get(0).getValue("importFileId"));
+      assertEquals(2, output.get(0).getValue("unmapped"));
+      assertEquals(3, output.get(0).getValue("unstructured"));
+      assertEquals(Map.of("foo", "bar", "createDate", createDate), output.get(0).getValue("nosqlObject"));
+
+      ///////////////////////////////////////////////////////////////////////////////////////////
+      // make sure all un-structured fields get put in the "values" field as a JSON string     //
+      // compare as maps, beacuse JSONObject seems to care about the ordering, which, we don't //
+      ///////////////////////////////////////////////////////////////////////////////////////////
+      Map<String, Object> expectedMap = new JSONObject("""
+         {
+            "unmapped": 2,
+            "unstructured": 3,
+            "nosqlObject":
+            {
+               "foo": "bar",
+               "createDate": "%s"
+            }
+         }
+         """.formatted(createDate)).toMap();
+      Map<String, Object> actualMap = new JSONObject(output.get(0).getValueString("values")).toMap();
+      assertThat(actualMap).isEqualTo(expectedMap);
+   }
+
+}
\ No newline at end of file
diff --git a/qqq-backend-module-filesystem/src/test/java/com/kingsrook/qqq/backend/module/filesystem/processes/implementations/filesystem/sync/FilesystemSyncProcessS3Test.java b/qqq-backend-module-filesystem/src/test/java/com/kingsrook/qqq/backend/module/filesystem/processes/implementations/filesystem/sync/FilesystemSyncProcessS3Test.java
index a4c9e7f0..675f593f 100644
--- a/qqq-backend-module-filesystem/src/test/java/com/kingsrook/qqq/backend/module/filesystem/processes/implementations/filesystem/sync/FilesystemSyncProcessS3Test.java
+++ b/qqq-backend-module-filesystem/src/test/java/com/kingsrook/qqq/backend/module/filesystem/processes/implementations/filesystem/sync/FilesystemSyncProcessS3Test.java
@@ -26,7 +26,7 @@ import java.util.List;
 import java.util.stream.Collectors;
 import com.amazonaws.services.s3.model.S3ObjectSummary;
 import com.kingsrook.qqq.backend.core.actions.processes.RunBackendStepAction;
-import com.kingsrook.qqq.backend.core.exceptions.QModuleDispatchException;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
 import com.kingsrook.qqq.backend.core.model.actions.processes.RunBackendStepInput;
 import com.kingsrook.qqq.backend.core.model.actions.processes.RunBackendStepOutput;
 import com.kingsrook.qqq.backend.core.model.metadata.QBackendMetaData;
@@ -38,6 +38,8 @@ import com.kingsrook.qqq.backend.core.model.metadata.processes.QProcessMetaData;
 import com.kingsrook.qqq.backend.core.model.metadata.tables.QTableMetaData;
 import com.kingsrook.qqq.backend.core.modules.backend.QBackendModuleDispatcher;
 import com.kingsrook.qqq.backend.module.filesystem.TestUtils;
+import com.kingsrook.qqq.backend.module.filesystem.base.model.metadata.Cardinality;
+import com.kingsrook.qqq.backend.module.filesystem.base.model.metadata.RecordFormat;
 import com.kingsrook.qqq.backend.module.filesystem.s3.BaseS3Test;
 import com.kingsrook.qqq.backend.module.filesystem.s3.S3BackendModule;
 import com.kingsrook.qqq.backend.module.filesystem.s3.S3BackendModuleSubclassForTest;
@@ -187,7 +189,7 @@ class FilesystemSyncProcessS3Test extends BaseS3Test
    /*******************************************************************************
     **
     *******************************************************************************/
-   private void assertTableListing(S3BackendMetaData backend, QTableMetaData table, String... paths) throws QModuleDispatchException
+   private void assertTableListing(S3BackendMetaData backend, QTableMetaData table, String... paths) throws QException
    {
       S3BackendModule  module     = (S3BackendModule) new QBackendModuleDispatcher().getQBackendModule(backend);
       AbstractS3Action actionBase = (AbstractS3Action) module.getActionBase();
@@ -197,8 +199,8 @@ class FilesystemSyncProcessS3Test extends BaseS3Test
       for(String path : paths)
       {
          assertTrue(s3ObjectSummaries.stream().anyMatch(s3o -> s3o.getKey().equals(path)),
-            "Path [" + path + "] should be in the listing, but was not.  Full listing is: " +
-               s3ObjectSummaries.stream().map(S3ObjectSummary::getKey).collect(Collectors.joining(",")));
+            "Path [" + path + "] should be in the listing, but was not.  Full listing is: "
+               + s3ObjectSummaries.stream().map(S3ObjectSummary::getKey).collect(Collectors.joining(",")));
       }
    }
 
@@ -207,7 +209,7 @@ class FilesystemSyncProcessS3Test extends BaseS3Test
    /*******************************************************************************
     **
     *******************************************************************************/
-   private void printTableListing(S3BackendMetaData backend, QTableMetaData table) throws QModuleDispatchException
+   private void printTableListing(S3BackendMetaData backend, QTableMetaData table) throws QException
    {
       S3BackendModule  module     = (S3BackendModule) new QBackendModuleDispatcher().getQBackendModule(backend);
       AbstractS3Action actionBase = (AbstractS3Action) module.getActionBase();
@@ -257,6 +259,8 @@ class FilesystemSyncProcessS3Test extends BaseS3Test
          .withBackendName(backend.getName())
          .withField(new QFieldMetaData("id", QFieldType.INTEGER))
          .withBackendDetails(new S3TableBackendDetails()
+            .withCardinality(Cardinality.MANY)
+            .withRecordFormat(RecordFormat.CSV)
             .withBasePath(path)
             .withGlob(glob));
       qInstance.addTable(qTableMetaData);
diff --git a/qqq-backend-module-filesystem/src/test/java/com/kingsrook/qqq/backend/module/filesystem/processes/implementations/filesystem/sync/FilesystemSyncProcessTest.java b/qqq-backend-module-filesystem/src/test/java/com/kingsrook/qqq/backend/module/filesystem/processes/implementations/filesystem/sync/FilesystemSyncProcessTest.java
index 9ff75ce7..0f38e654 100644
--- a/qqq-backend-module-filesystem/src/test/java/com/kingsrook/qqq/backend/module/filesystem/processes/implementations/filesystem/sync/FilesystemSyncProcessTest.java
+++ b/qqq-backend-module-filesystem/src/test/java/com/kingsrook/qqq/backend/module/filesystem/processes/implementations/filesystem/sync/FilesystemSyncProcessTest.java
@@ -35,6 +35,8 @@ import com.kingsrook.qqq.backend.core.model.metadata.processes.QProcessMetaData;
 import com.kingsrook.qqq.backend.core.model.metadata.tables.QTableMetaData;
 import com.kingsrook.qqq.backend.module.filesystem.BaseTest;
 import com.kingsrook.qqq.backend.module.filesystem.TestUtils;
+import com.kingsrook.qqq.backend.module.filesystem.base.model.metadata.Cardinality;
+import com.kingsrook.qqq.backend.module.filesystem.base.model.metadata.RecordFormat;
 import com.kingsrook.qqq.backend.module.filesystem.local.model.metadata.FilesystemBackendMetaData;
 import com.kingsrook.qqq.backend.module.filesystem.local.model.metadata.FilesystemTableBackendDetails;
 import org.apache.commons.io.FileUtils;
@@ -118,6 +120,8 @@ class FilesystemSyncProcessTest extends BaseTest
          .withBackendName(TestUtils.BACKEND_NAME_LOCAL_FS)
          .withField(new QFieldMetaData("id", QFieldType.INTEGER))
          .withBackendDetails(new FilesystemTableBackendDetails()
+            .withCardinality(Cardinality.MANY)
+            .withRecordFormat(RecordFormat.CSV)
             .withBasePath(subPath));
    }
 
diff --git a/qqq-backend-module-filesystem/src/test/java/com/kingsrook/qqq/backend/module/filesystem/s3/BaseS3Test.java b/qqq-backend-module-filesystem/src/test/java/com/kingsrook/qqq/backend/module/filesystem/s3/BaseS3Test.java
index a7585d86..9cf02b29 100644
--- a/qqq-backend-module-filesystem/src/test/java/com/kingsrook/qqq/backend/module/filesystem/s3/BaseS3Test.java
+++ b/qqq-backend-module-filesystem/src/test/java/com/kingsrook/qqq/backend/module/filesystem/s3/BaseS3Test.java
@@ -22,6 +22,7 @@
 package com.kingsrook.qqq.backend.module.filesystem.s3;
 
 
+import java.util.List;
 import cloud.localstack.ServiceName;
 import cloud.localstack.awssdkv1.TestUtils;
 import cloud.localstack.docker.LocalstackDockerExtension;
@@ -46,6 +47,7 @@ public class BaseS3Test extends BaseTest
    public static final String TEST_FOLDER = "test-files";
    public static final String SUB_FOLDER  = "sub-folder";
 
+   public static final String BUCKET_NAME_FOR_SANS_PREFIX_BACKEND = "localstack-test-bucket-sans-prefix";
 
 
    /*******************************************************************************
@@ -62,6 +64,14 @@ public class BaseS3Test extends BaseTest
       amazonS3.putObject(BUCKET_NAME, TEST_FOLDER + "/2.csv", getCSVData2());
       amazonS3.putObject(BUCKET_NAME, TEST_FOLDER + "/text.txt", "This is a text test");
       amazonS3.putObject(BUCKET_NAME, TEST_FOLDER + "/" + SUB_FOLDER + "/3.csv", getCSVData3());
+      amazonS3.putObject(BUCKET_NAME, TEST_FOLDER + "/blobs/BLOB-1.txt", "Hello, Blob");
+      amazonS3.putObject(BUCKET_NAME, TEST_FOLDER + "/blobs/BLOB-2.txt", "Hi, Bob");
+      amazonS3.putObject(BUCKET_NAME, TEST_FOLDER + "/blobs/BLOB-3.md", "# Hi, MD");
+
+      amazonS3.createBucket(BUCKET_NAME_FOR_SANS_PREFIX_BACKEND);
+      amazonS3.putObject(BUCKET_NAME_FOR_SANS_PREFIX_BACKEND, "BLOB-1.txt", "Hello, Blob");
+      amazonS3.putObject(BUCKET_NAME_FOR_SANS_PREFIX_BACKEND, "BLOB-2.txt", "Hi, Bob");
+      amazonS3.putObject(BUCKET_NAME_FOR_SANS_PREFIX_BACKEND, "BLOB-3.md", "# Hi, MD");
    }
 
 
@@ -74,16 +84,19 @@ public class BaseS3Test extends BaseTest
    {
       AmazonS3 amazonS3 = getAmazonS3();
 
-      if(amazonS3.doesBucketExistV2(BUCKET_NAME))
+      for(String bucketName : List.of(BUCKET_NAME, BUCKET_NAME_FOR_SANS_PREFIX_BACKEND))
       {
-         ////////////////////////
-         // todo - paginate... //
-         ////////////////////////
-         for(S3ObjectSummary objectSummary : amazonS3.listObjectsV2(BUCKET_NAME).getObjectSummaries())
+         if(amazonS3.doesBucketExistV2(bucketName))
          {
-            amazonS3.deleteObject(BUCKET_NAME, objectSummary.getKey());
+            ////////////////////////
+            // todo - paginate... //
+            ////////////////////////
+            for(S3ObjectSummary objectSummary : amazonS3.listObjectsV2(bucketName).getObjectSummaries())
+            {
+               amazonS3.deleteObject(bucketName, objectSummary.getKey());
+            }
+            amazonS3.deleteBucket(bucketName);
          }
-         amazonS3.deleteBucket(BUCKET_NAME);
       }
    }
 
diff --git a/qqq-backend-module-filesystem/src/test/java/com/kingsrook/qqq/backend/module/filesystem/s3/S3BackendModuleTest.java b/qqq-backend-module-filesystem/src/test/java/com/kingsrook/qqq/backend/module/filesystem/s3/S3BackendModuleTest.java
index 8474e5ae..73a8f6ae 100644
--- a/qqq-backend-module-filesystem/src/test/java/com/kingsrook/qqq/backend/module/filesystem/s3/S3BackendModuleTest.java
+++ b/qqq-backend-module-filesystem/src/test/java/com/kingsrook/qqq/backend/module/filesystem/s3/S3BackendModuleTest.java
@@ -25,6 +25,11 @@ package com.kingsrook.qqq.backend.module.filesystem.s3;
 import java.util.List;
 import java.util.UUID;
 import com.amazonaws.services.s3.model.S3ObjectSummary;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QCriteriaOperator;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QFilterCriteria;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QQueryFilter;
+import com.kingsrook.qqq.backend.core.model.metadata.QBackendMetaData;
 import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
 import com.kingsrook.qqq.backend.core.model.metadata.tables.QTableMetaData;
 import com.kingsrook.qqq.backend.module.filesystem.TestUtils;
@@ -32,6 +37,9 @@ import com.kingsrook.qqq.backend.module.filesystem.exceptions.FilesystemExceptio
 import com.kingsrook.qqq.backend.module.filesystem.s3.actions.AbstractS3Action;
 import org.junit.jupiter.api.Assertions;
 import org.junit.jupiter.api.Test;
+import static org.assertj.core.api.Assertions.assertThat;
+import static org.assertj.core.api.Assertions.assertThatThrownBy;
+import static org.junit.jupiter.api.Assertions.assertEquals;
 
 
 /*******************************************************************************
@@ -43,6 +51,83 @@ public class S3BackendModuleTest extends BaseS3Test
 
 
 
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testListFiles() throws QException
+   {
+      QInstance        qInstance = TestUtils.defineInstance();
+      QTableMetaData   table     = qInstance.getTable(TestUtils.TABLE_NAME_BLOB_S3);
+      QBackendMetaData backend   = qInstance.getBackendForTable(table.getName());
+
+      //////////////////////////////////////////////////////
+      // set up the backend module (e.g., for localstack) //
+      //////////////////////////////////////////////////////
+      S3BackendModule  s3BackendModule = new S3BackendModule();
+      AbstractS3Action actionBase      = (AbstractS3Action) s3BackendModule.getActionBase();
+      actionBase.setS3Utils(getS3Utils());
+
+      //////////////////////////////////////////////////////////
+      // with no filter given, all (3) files should come back //
+      //////////////////////////////////////////////////////////
+      List<S3ObjectSummary> files = actionBase.listFiles(table, backend);
+      assertEquals(3, files.size());
+
+      /////////////////////////////////////////
+      // filter for a file name that's found //
+      /////////////////////////////////////////
+      files = actionBase.listFiles(table, backend, new QQueryFilter(new QFilterCriteria("fileName", QCriteriaOperator.EQUALS, "BLOB-2.txt")));
+      assertEquals(1, files.size());
+      assertThat(files.get(0).getKey()).contains("BLOB-2.txt");
+
+      files = actionBase.listFiles(table, backend, new QQueryFilter(new QFilterCriteria("fileName", QCriteriaOperator.EQUALS, "BLOB-1.txt")));
+      assertEquals(1, files.size());
+      assertThat(files.get(0).getKey()).contains("BLOB-1.txt");
+
+      ///////////////////////////////////
+      // filter for 2 names that exist //
+      ///////////////////////////////////
+      files = actionBase.listFiles(table, backend, new QQueryFilter(new QFilterCriteria("fileName", QCriteriaOperator.IN, "BLOB-1.txt", "BLOB-2.txt")));
+      assertEquals(2, files.size());
+
+      /////////////////////////////////////////////
+      // filter for a file name that isn't found //
+      /////////////////////////////////////////////
+      files = actionBase.listFiles(table, backend, new QQueryFilter(new QFilterCriteria("fileName", QCriteriaOperator.EQUALS, "NOT-FOUND.txt")));
+      assertEquals(0, files.size());
+
+      files = actionBase.listFiles(table, backend, new QQueryFilter(new QFilterCriteria("fileName", QCriteriaOperator.IN, "BLOB-2.txt", "NOT-FOUND.txt")));
+      assertEquals(1, files.size());
+
+      ////////////////////////////////////////////////////
+      // 2 criteria, and'ed, and can't match, so find 0 //
+      ////////////////////////////////////////////////////
+      files = actionBase.listFiles(table, backend, new QQueryFilter(
+         new QFilterCriteria("fileName", QCriteriaOperator.EQUALS, "BLOB-1.txt"),
+         new QFilterCriteria("fileName", QCriteriaOperator.EQUALS, "BLOB-2.txt")));
+      assertEquals(0, files.size());
+
+      //////////////////////////////////////////////////
+      // 2 criteria, or'ed, and both match, so find 2 //
+      //////////////////////////////////////////////////
+      files = actionBase.listFiles(table, backend, new QQueryFilter(
+         new QFilterCriteria("fileName", QCriteriaOperator.EQUALS, "BLOB-1.txt"),
+         new QFilterCriteria("fileName", QCriteriaOperator.EQUALS, "BLOB-2.txt"))
+         .withBooleanOperator(QQueryFilter.BooleanOperator.OR));
+      assertEquals(2, files.size());
+
+      //////////////////////////////////////
+      // ensure unsupported filters throw //
+      //////////////////////////////////////
+      assertThatThrownBy(() -> actionBase.listFiles(table, backend, new QQueryFilter(new QFilterCriteria("foo", QCriteriaOperator.GREATER_THAN, 42))))
+         .hasMessageContaining("Unable to query filesystem table by field");
+      assertThatThrownBy(() -> actionBase.listFiles(table, backend, new QQueryFilter(new QFilterCriteria("fileName", QCriteriaOperator.IS_BLANK))))
+         .hasMessageContaining("Unable to query filename field using operator");
+   }
+
+
+
    /*******************************************************************************
     **
     *******************************************************************************/
@@ -69,6 +154,35 @@ public class S3BackendModuleTest extends BaseS3Test
 
 
 
+   /*******************************************************************************
+    ** Regression check on the s3 delete method - if the file name has duplicated
+    ** slashes and/or leading slash(es), those need stripped.  So, create that
+    ** situation and assert delete works.
+    *******************************************************************************/
+   @Test
+   public void testDeleteFileExtraSlashes() throws Exception
+   {
+      QInstance      qInstance = TestUtils.defineInstance();
+      QTableMetaData table     = qInstance.getTable(TestUtils.TABLE_NAME_PERSON_S3);
+
+      /////////////////////////////////////////////////////////////////////////////////////////////
+      // first list the files - then delete one, then re-list, and assert that we have one fewer //
+      /////////////////////////////////////////////////////////////////////////////////////////////
+      List<S3ObjectSummary> s3ObjectSummariesBeforeDelete = getS3Utils().listObjectsInBucketMatchingGlob(BUCKET_NAME, TEST_FOLDER, "");
+
+      S3BackendModule  s3BackendModule = new S3BackendModule();
+      AbstractS3Action actionBase      = (AbstractS3Action) s3BackendModule.getActionBase();
+      actionBase.setS3Utils(getS3Utils());
+      String path = "//" + s3ObjectSummariesBeforeDelete.get(0).getKey().replaceAll("/", "//");
+      actionBase.deleteFile(qInstance, table, "//" + path);
+
+      List<S3ObjectSummary> s3ObjectSummariesAfterDelete = getS3Utils().listObjectsInBucketMatchingGlob(BUCKET_NAME, TEST_FOLDER, "");
+      Assertions.assertEquals(s3ObjectSummariesBeforeDelete.size() - 1, s3ObjectSummariesAfterDelete.size(),
+         "Should be one fewer file listed after deleting one.");
+   }
+
+
+
    /*******************************************************************************
     **
     *******************************************************************************/
diff --git a/qqq-backend-module-filesystem/src/test/java/com/kingsrook/qqq/backend/module/filesystem/s3/actions/S3QueryActionTest.java b/qqq-backend-module-filesystem/src/test/java/com/kingsrook/qqq/backend/module/filesystem/s3/actions/S3QueryActionTest.java
index 9149686e..7e07b58d 100644
--- a/qqq-backend-module-filesystem/src/test/java/com/kingsrook/qqq/backend/module/filesystem/s3/actions/S3QueryActionTest.java
+++ b/qqq-backend-module-filesystem/src/test/java/com/kingsrook/qqq/backend/module/filesystem/s3/actions/S3QueryActionTest.java
@@ -23,13 +23,19 @@ package com.kingsrook.qqq.backend.module.filesystem.s3.actions;
 
 
 import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QCriteriaOperator;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QFilterCriteria;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QQueryFilter;
 import com.kingsrook.qqq.backend.core.model.actions.tables.query.QueryInput;
 import com.kingsrook.qqq.backend.core.model.actions.tables.query.QueryOutput;
+import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
 import com.kingsrook.qqq.backend.module.filesystem.TestUtils;
 import com.kingsrook.qqq.backend.module.filesystem.base.FilesystemRecordBackendDetailFields;
 import com.kingsrook.qqq.backend.module.filesystem.s3.BaseS3Test;
+import com.kingsrook.qqq.backend.module.filesystem.s3.model.metadata.S3TableBackendDetails;
 import org.junit.jupiter.api.Assertions;
 import org.junit.jupiter.api.Test;
+import static org.junit.jupiter.api.Assertions.assertEquals;
 
 
 /*******************************************************************************
@@ -66,4 +72,90 @@ public class S3QueryActionTest extends BaseS3Test
       return queryInput;
    }
 
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   public void testQueryForCardinalityOne() throws QException
+   {
+      QueryInput queryInput = new QueryInput(TestUtils.TABLE_NAME_BLOB_S3);
+      queryInput.setFilter(new QQueryFilter());
+
+      S3QueryAction s3QueryAction = new S3QueryAction();
+      s3QueryAction.setS3Utils(getS3Utils());
+
+      QueryOutput queryOutput = s3QueryAction.execute(queryInput);
+      assertEquals(3, queryOutput.getRecords().size(), "Unfiltered query should find all rows");
+
+      queryInput.setFilter(new QQueryFilter(new QFilterCriteria("fileName", QCriteriaOperator.EQUALS, "BLOB-1.txt")));
+      queryOutput = s3QueryAction.execute(queryInput);
+      assertEquals(1, queryOutput.getRecords().size(), "Filtered query should find 1 row");
+      assertEquals("BLOB-1.txt", queryOutput.getRecords().get(0).getValueString("fileName"));
+
+      ////////////////////////////////////////////////////////////////
+      // put a glob on the table - now should only find 2 txt files //
+      ////////////////////////////////////////////////////////////////
+      QInstance instance = TestUtils.defineInstance();
+      ((S3TableBackendDetails) (instance.getTable(TestUtils.TABLE_NAME_BLOB_S3).getBackendDetails()))
+         .withGlob("*.txt");
+      reInitInstanceInContext(instance);
+
+      queryInput.setFilter(new QQueryFilter());
+      queryOutput = s3QueryAction.execute(queryInput);
+      assertEquals(2, queryOutput.getRecords().size(), "Query should use glob and find 2 rows");
+
+      //////////////////////////////
+      // add a limit to the query //
+      //////////////////////////////
+      queryInput.setFilter(new QQueryFilter().withLimit(1));
+      queryOutput = s3QueryAction.execute(queryInput);
+      assertEquals(1, queryOutput.getRecords().size(), "Query with limit should be respected");
+   }
+
+
+
+   /*******************************************************************************
+    ** We had a bug where, if both the backend and table have no basePath ("prefix"),
+    ** then our file-listing was doing a request with a prefix starting with /, which
+    ** causes no results, so, this test is to show that isn't happening.
+    *******************************************************************************/
+   @Test
+   public void testQueryForCardinalityOneInBackendWithoutPrefix() throws QException
+   {
+      QueryInput queryInput = new QueryInput(TestUtils.TABLE_NAME_BLOB_S3_SANS_PREFIX);
+      queryInput.setFilter(new QQueryFilter());
+
+      S3QueryAction s3QueryAction = new S3QueryAction();
+      s3QueryAction.setS3Utils(getS3Utils());
+
+      QueryOutput queryOutput = s3QueryAction.execute(queryInput);
+      assertEquals(3, queryOutput.getRecords().size(), "Unfiltered query should find all rows");
+
+      queryInput.setFilter(new QQueryFilter(new QFilterCriteria("fileName", QCriteriaOperator.EQUALS, "BLOB-1.txt")));
+      queryOutput = s3QueryAction.execute(queryInput);
+      assertEquals(1, queryOutput.getRecords().size(), "Filtered query should find 1 row");
+      assertEquals("BLOB-1.txt", queryOutput.getRecords().get(0).getValueString("fileName"));
+
+      ////////////////////////////////////////////////////////////////
+      // put a glob on the table - now should only find 2 txt files //
+      ////////////////////////////////////////////////////////////////
+      QInstance instance = TestUtils.defineInstance();
+      ((S3TableBackendDetails) (instance.getTable(TestUtils.TABLE_NAME_BLOB_S3_SANS_PREFIX).getBackendDetails()))
+         .withGlob("*.txt");
+      reInitInstanceInContext(instance);
+
+      queryInput.setFilter(new QQueryFilter());
+      queryOutput = s3QueryAction.execute(queryInput);
+      assertEquals(2, queryOutput.getRecords().size(), "Query should use glob and find 2 rows");
+
+      //////////////////////////////
+      // add a limit to the query //
+      //////////////////////////////
+      queryInput.setFilter(new QQueryFilter().withLimit(1));
+      queryOutput = s3QueryAction.execute(queryInput);
+      assertEquals(1, queryOutput.getRecords().size(), "Query with limit should be respected");
+   }
+
 }
\ No newline at end of file
diff --git a/qqq-backend-module-filesystem/src/test/java/com/kingsrook/qqq/backend/module/filesystem/s3/utils/S3UtilsTest.java b/qqq-backend-module-filesystem/src/test/java/com/kingsrook/qqq/backend/module/filesystem/s3/utils/S3UtilsTest.java
index ed4afbdf..cc1c007f 100644
--- a/qqq-backend-module-filesystem/src/test/java/com/kingsrook/qqq/backend/module/filesystem/s3/utils/S3UtilsTest.java
+++ b/qqq-backend-module-filesystem/src/test/java/com/kingsrook/qqq/backend/module/filesystem/s3/utils/S3UtilsTest.java
@@ -22,10 +22,10 @@
 package com.kingsrook.qqq.backend.module.filesystem.s3.utils;
 
 
-import java.io.IOException;
 import java.io.InputStream;
 import java.util.List;
 import com.amazonaws.services.s3.model.S3ObjectSummary;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
 import com.kingsrook.qqq.backend.module.filesystem.s3.BaseS3Test;
 import org.apache.commons.io.IOUtils;
 import org.junit.jupiter.api.Test;
@@ -42,14 +42,14 @@ public class S3UtilsTest extends BaseS3Test
     **
     *******************************************************************************/
    @Test
-   public void testListObjectsInBucketAtPath()
+   public void testListObjectsInBucketAtPath() throws QException
    {
       S3Utils s3Utils = getS3Utils();
       assertEquals(3, s3Utils.listObjectsInBucketMatchingGlob(BUCKET_NAME, TEST_FOLDER, "/").size(), "Expected # of s3 objects without subfolders");
       assertEquals(2, s3Utils.listObjectsInBucketMatchingGlob(BUCKET_NAME, TEST_FOLDER, "/*.csv").size(), "Expected # of csv s3 objects without subfolders");
       assertEquals(1, s3Utils.listObjectsInBucketMatchingGlob(BUCKET_NAME, TEST_FOLDER, "/*.txt").size(), "Expected # of txt s3 objects without subfolders");
       assertEquals(0, s3Utils.listObjectsInBucketMatchingGlob(BUCKET_NAME, TEST_FOLDER, "/*.pdf").size(), "Expected # of pdf s3 objects without subfolders");
-      assertEquals(4, s3Utils.listObjectsInBucketMatchingGlob(BUCKET_NAME, TEST_FOLDER, "/**").size(), "Expected # of s3 objects with subfolders");
+      assertEquals(7, s3Utils.listObjectsInBucketMatchingGlob(BUCKET_NAME, TEST_FOLDER, "/**").size(), "Expected # of s3 objects with subfolders");
       assertEquals(3, s3Utils.listObjectsInBucketMatchingGlob(BUCKET_NAME, "/" + TEST_FOLDER, "/").size(), "With leading slash");
       assertEquals(3, s3Utils.listObjectsInBucketMatchingGlob(BUCKET_NAME, "/" + TEST_FOLDER, "").size(), "Without trailing slash");
       assertEquals(3, s3Utils.listObjectsInBucketMatchingGlob(BUCKET_NAME, "//" + TEST_FOLDER, "//").size(), "With multiple leading and trailing slashes");
@@ -60,8 +60,8 @@ public class S3UtilsTest extends BaseS3Test
       assertEquals(1, s3Utils.listObjectsInBucketMatchingGlob(BUCKET_NAME, "/", "").size(), "In the root folder, specified as /");
       assertEquals(1, s3Utils.listObjectsInBucketMatchingGlob(BUCKET_NAME, "//", "").size(), "In the root folder, specified as multiple /s");
       assertEquals(1, s3Utils.listObjectsInBucketMatchingGlob(BUCKET_NAME, "", "").size(), "In the root folder, specified as empty-string");
-      assertEquals(5, s3Utils.listObjectsInBucketMatchingGlob(BUCKET_NAME, "/", "**").size(), "In the root folder, specified as /, and recursively");
-      assertEquals(5, s3Utils.listObjectsInBucketMatchingGlob(BUCKET_NAME, "", "**").size(), "In the root folder, specified as empty-string, and recursively");
+      assertEquals(8, s3Utils.listObjectsInBucketMatchingGlob(BUCKET_NAME, "/", "**").size(), "In the root folder, specified as /, and recursively");
+      assertEquals(8, s3Utils.listObjectsInBucketMatchingGlob(BUCKET_NAME, "", "**").size(), "In the root folder, specified as empty-string, and recursively");
    }
 
 
@@ -70,7 +70,7 @@ public class S3UtilsTest extends BaseS3Test
     **
     *******************************************************************************/
    @Test
-   public void testGetObjectAsInputStream() throws IOException
+   public void testGetObjectAsInputStream() throws Exception
    {
       S3Utils               s3Utils           = getS3Utils();
       List<S3ObjectSummary> s3ObjectSummaries = s3Utils.listObjectsInBucketMatchingGlob(BUCKET_NAME, "test-files", "");
diff --git a/qqq-backend-module-mongodb/pom.xml b/qqq-backend-module-mongodb/pom.xml
new file mode 100644
index 00000000..58ddb23b
--- /dev/null
+++ b/qqq-backend-module-mongodb/pom.xml
@@ -0,0 +1,120 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<!--
+  ~ QQQ - Low-code Application Framework for Engineers.
+  ~ Copyright (C) 2021-2024.  Kingsrook, LLC
+  ~ 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+  ~ contact@kingsrook.com
+  ~ https://github.com/Kingsrook/
+  ~
+  ~ This program is free software: you can redistribute it and/or modify
+  ~ it under the terms of the GNU Affero General Public License as
+  ~ published by the Free Software Foundation, either version 3 of the
+  ~ License, or (at your option) any later version.
+  ~
+  ~ This program is distributed in the hope that it will be useful,
+  ~ but WITHOUT ANY WARRANTY; without even the implied warranty of
+  ~ MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+  ~ GNU Affero General Public License for more details.
+  ~
+  ~ You should have received a copy of the GNU Affero General Public License
+  ~ along with this program.  If not, see <https://www.gnu.org/licenses/>.
+  -->
+
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+   <modelVersion>4.0.0</modelVersion>
+
+   <artifactId>qqq-backend-module-mongodb</artifactId>
+
+   <parent>
+      <groupId>com.kingsrook.qqq</groupId>
+      <artifactId>qqq-parent-project</artifactId>
+      <version>${revision}</version>
+   </parent>
+
+   <properties>
+      <!-- props specifically to this module -->
+      <!-- none at this time -->
+   </properties>
+
+   <dependencies>
+      <!-- other qqq modules deps -->
+      <dependency>
+         <groupId>com.kingsrook.qqq</groupId>
+         <artifactId>qqq-backend-core</artifactId>
+         <version>${revision}</version>
+      </dependency>
+
+      <!-- 3rd party deps specifically for this module -->
+      <dependency>
+         <groupId>org.mongodb</groupId>
+         <artifactId>mongodb-driver-sync</artifactId>
+         <version>4.11.1</version>
+      </dependency>
+      <dependency>
+         <groupId>org.apache.logging.log4j</groupId>
+         <artifactId>log4j-slf4j-impl</artifactId>
+         <version>2.23.0</version>
+      </dependency>
+
+      <dependency>
+         <groupId>org.testcontainers</groupId>
+         <artifactId>mongodb</artifactId>
+         <version>1.19.3</version>
+         <scope>test</scope>
+      </dependency>
+
+      <!-- Common deps for all qqq modules -->
+      <dependency>
+         <groupId>org.apache.maven.plugins</groupId>
+         <artifactId>maven-checkstyle-plugin</artifactId>
+      </dependency>
+      <dependency>
+         <groupId>org.apache.logging.log4j</groupId>
+         <artifactId>log4j-api</artifactId>
+      </dependency>
+      <dependency>
+         <groupId>org.apache.logging.log4j</groupId>
+         <artifactId>log4j-core</artifactId>
+      </dependency>
+      <dependency>
+         <groupId>org.junit.jupiter</groupId>
+         <artifactId>junit-jupiter-engine</artifactId>
+         <scope>test</scope>
+      </dependency>
+      <dependency>
+         <groupId>org.assertj</groupId>
+         <artifactId>assertj-core</artifactId>
+         <scope>test</scope>
+      </dependency>
+   </dependencies>
+
+   <build>
+      <plugins>
+         <plugin>
+            <groupId>org.apache.maven.plugins</groupId>
+            <artifactId>maven-shade-plugin</artifactId>
+            <version>2.4.3</version>
+            <configuration>
+               <createDependencyReducedPom>false</createDependencyReducedPom>
+               <filters>
+                  <filter>
+                     <artifact>*:*</artifact>
+                     <excludes>
+                        <exclude>META-INF/*</exclude>
+                     </excludes>
+                  </filter>
+               </filters>
+            </configuration>
+            <executions>
+               <execution>
+                  <phase>${plugin.shade.phase}</phase>
+                  <goals>
+                     <goal>shade</goal>
+                  </goals>
+               </execution>
+            </executions>
+         </plugin>
+      </plugins>
+   </build>
+
+</project>
diff --git a/qqq-backend-module-mongodb/src/main/java/com/kingsrook/qqq/backend/module/mongodb/MongoDBBackendModule.java b/qqq-backend-module-mongodb/src/main/java/com/kingsrook/qqq/backend/module/mongodb/MongoDBBackendModule.java
new file mode 100644
index 00000000..cb205654
--- /dev/null
+++ b/qqq-backend-module-mongodb/src/main/java/com/kingsrook/qqq/backend/module/mongodb/MongoDBBackendModule.java
@@ -0,0 +1,168 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2022.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.module.mongodb;
+
+
+import com.kingsrook.qqq.backend.core.actions.QBackendTransaction;
+import com.kingsrook.qqq.backend.core.actions.interfaces.AggregateInterface;
+import com.kingsrook.qqq.backend.core.actions.interfaces.CountInterface;
+import com.kingsrook.qqq.backend.core.actions.interfaces.DeleteInterface;
+import com.kingsrook.qqq.backend.core.actions.interfaces.InsertInterface;
+import com.kingsrook.qqq.backend.core.actions.interfaces.QueryInterface;
+import com.kingsrook.qqq.backend.core.actions.interfaces.UpdateInterface;
+import com.kingsrook.qqq.backend.core.model.actions.AbstractTableActionInput;
+import com.kingsrook.qqq.backend.core.model.metadata.QBackendMetaData;
+import com.kingsrook.qqq.backend.core.model.metadata.tables.QTableBackendDetails;
+import com.kingsrook.qqq.backend.core.modules.backend.QBackendModuleDispatcher;
+import com.kingsrook.qqq.backend.core.modules.backend.QBackendModuleInterface;
+import com.kingsrook.qqq.backend.module.mongodb.actions.AbstractMongoDBAction;
+import com.kingsrook.qqq.backend.module.mongodb.actions.MongoClientContainer;
+import com.kingsrook.qqq.backend.module.mongodb.actions.MongoDBAggregateAction;
+import com.kingsrook.qqq.backend.module.mongodb.actions.MongoDBCountAction;
+import com.kingsrook.qqq.backend.module.mongodb.actions.MongoDBDeleteAction;
+import com.kingsrook.qqq.backend.module.mongodb.actions.MongoDBInsertAction;
+import com.kingsrook.qqq.backend.module.mongodb.actions.MongoDBQueryAction;
+import com.kingsrook.qqq.backend.module.mongodb.actions.MongoDBTransaction;
+import com.kingsrook.qqq.backend.module.mongodb.actions.MongoDBUpdateAction;
+import com.kingsrook.qqq.backend.module.mongodb.model.metadata.MongoDBBackendMetaData;
+import com.kingsrook.qqq.backend.module.mongodb.model.metadata.MongoDBTableBackendDetails;
+
+
+/*******************************************************************************
+ ** QQQ Backend module for working with MongoDB
+ *******************************************************************************/
+public class MongoDBBackendModule implements QBackendModuleInterface
+{
+   static
+   {
+      QBackendModuleDispatcher.registerBackendModule(new MongoDBBackendModule());
+   }
+
+   /*******************************************************************************
+    ** Method where a backend module must be able to provide its type (name).
+    *******************************************************************************/
+   public String getBackendType()
+   {
+      return ("mongodb");
+   }
+
+
+
+   /*******************************************************************************
+    ** Method to identify the class used for backend meta data for this module.
+    *******************************************************************************/
+   @Override
+   public Class<? extends QBackendMetaData> getBackendMetaDataClass()
+   {
+      return (MongoDBBackendMetaData.class);
+   }
+
+
+
+   /*******************************************************************************
+    ** Method to identify the class used for table-backend details for this module.
+    *******************************************************************************/
+   @Override
+   public Class<? extends QTableBackendDetails> getTableBackendDetailsClass()
+   {
+      return (MongoDBTableBackendDetails.class);
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Override
+   public CountInterface getCountInterface()
+   {
+      return (new MongoDBCountAction());
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Override
+   public QueryInterface getQueryInterface()
+   {
+      return (new MongoDBQueryAction());
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Override
+   public InsertInterface getInsertInterface()
+   {
+      return (new MongoDBInsertAction());
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Override
+   public UpdateInterface getUpdateInterface()
+   {
+      return (new MongoDBUpdateAction());
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Override
+   public DeleteInterface getDeleteInterface()
+   {
+      return (new MongoDBDeleteAction());
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Override
+   public AggregateInterface getAggregateInterface()
+   {
+      return (new MongoDBAggregateAction());
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Override
+   public QBackendTransaction openTransaction(AbstractTableActionInput input)
+   {
+      MongoDBBackendMetaData backend              = (MongoDBBackendMetaData) input.getBackend();
+      MongoClientContainer   mongoClientContainer = new AbstractMongoDBAction().openClient(backend, null);
+      return (new MongoDBTransaction(backend, mongoClientContainer.getMongoClient()));
+   }
+}
diff --git a/qqq-backend-module-mongodb/src/main/java/com/kingsrook/qqq/backend/module/mongodb/actions/AbstractMongoDBAction.java b/qqq-backend-module-mongodb/src/main/java/com/kingsrook/qqq/backend/module/mongodb/actions/AbstractMongoDBAction.java
new file mode 100644
index 00000000..fb7d2156
--- /dev/null
+++ b/qqq-backend-module-mongodb/src/main/java/com/kingsrook/qqq/backend/module/mongodb/actions/AbstractMongoDBAction.java
@@ -0,0 +1,789 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.module.mongodb.actions;
+
+
+import java.io.Serializable;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.HashSet;
+import java.util.LinkedHashMap;
+import java.util.List;
+import java.util.ListIterator;
+import java.util.Map;
+import java.util.Set;
+import java.util.regex.Pattern;
+import com.kingsrook.qqq.backend.core.actions.QBackendTransaction;
+import com.kingsrook.qqq.backend.core.actions.values.QValueFormatter;
+import com.kingsrook.qqq.backend.core.context.QContext;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.logging.QLogger;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.JoinsContext;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QCriteriaOperator;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QFilterCriteria;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QQueryFilter;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.expressions.AbstractFilterExpression;
+import com.kingsrook.qqq.backend.core.model.data.QRecord;
+import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
+import com.kingsrook.qqq.backend.core.model.metadata.fields.DisplayFormat;
+import com.kingsrook.qqq.backend.core.model.metadata.fields.QFieldMetaData;
+import com.kingsrook.qqq.backend.core.model.metadata.fields.QFieldType;
+import com.kingsrook.qqq.backend.core.model.metadata.security.NullValueBehaviorUtil;
+import com.kingsrook.qqq.backend.core.model.metadata.security.QSecurityKeyType;
+import com.kingsrook.qqq.backend.core.model.metadata.security.RecordSecurityLock;
+import com.kingsrook.qqq.backend.core.model.metadata.security.RecordSecurityLockFilters;
+import com.kingsrook.qqq.backend.core.model.metadata.tables.QTableMetaData;
+import com.kingsrook.qqq.backend.core.model.querystats.QueryStat;
+import com.kingsrook.qqq.backend.core.model.session.QSession;
+import com.kingsrook.qqq.backend.core.utils.CollectionUtils;
+import com.kingsrook.qqq.backend.core.utils.StringUtils;
+import com.kingsrook.qqq.backend.core.utils.ValueUtils;
+import com.kingsrook.qqq.backend.module.mongodb.model.metadata.MongoDBBackendMetaData;
+import com.kingsrook.qqq.backend.module.mongodb.model.metadata.MongoDBTableBackendDetails;
+import com.mongodb.ConnectionString;
+import com.mongodb.MongoClientSettings;
+import com.mongodb.MongoCredential;
+import com.mongodb.client.MongoClient;
+import com.mongodb.client.MongoClients;
+import com.mongodb.client.model.Filters;
+import org.bson.Document;
+import org.bson.conversions.Bson;
+import org.bson.types.ObjectId;
+import static com.kingsrook.qqq.backend.core.logging.LogUtils.logPair;
+
+
+/*******************************************************************************
+ ** Base class for all mongoDB module actions.
+ *******************************************************************************/
+public class AbstractMongoDBAction
+{
+   private static final QLogger LOG = QLogger.getLogger(AbstractMongoDBAction.class);
+
+   protected QueryStat queryStat;
+
+
+
+   /*******************************************************************************
+    ** Open a MongoDB Client / session -- re-using the one in the input transaction
+    ** if it is present.
+    *******************************************************************************/
+   public MongoClientContainer openClient(MongoDBBackendMetaData backend, QBackendTransaction transaction)
+   {
+      if(transaction instanceof MongoDBTransaction mongoDBTransaction)
+      {
+         //////////////////////////////////////////////////////////////////////////////////////////
+         // re-use the connection from the transaction (indicating false in last parameter here) //
+         //////////////////////////////////////////////////////////////////////////////////////////
+         return (new MongoClientContainer(mongoDBTransaction.getMongoClient(), mongoDBTransaction.getClientSession(), false));
+      }
+
+      String           suffix           = StringUtils.hasContent(backend.getUrlSuffix()) ? "?" + backend.getUrlSuffix() : "";
+      ConnectionString connectionString = new ConnectionString("mongodb://" + backend.getHost() + ":" + backend.getPort() + "/" + suffix);
+
+      MongoCredential credential = MongoCredential.createCredential(backend.getUsername(), backend.getAuthSourceDatabase(), backend.getPassword().toCharArray());
+
+      MongoClientSettings settings = MongoClientSettings.builder()
+
+         ////////////////////////////////////////////////
+         // is this needed, what, for a cluster maybe? //
+         ////////////////////////////////////////////////
+         // .applyToClusterSettings(builder -> builder.hosts(seeds))
+
+         .applyConnectionString(connectionString)
+         .credential(credential)
+         .build();
+
+      MongoClient mongoClient = MongoClients.create(settings);
+
+      ////////////////////////////////////////////////////////////////////////////
+      // indicate that this connection was newly opened via the true param here //
+      ////////////////////////////////////////////////////////////////////////////
+      return (new MongoClientContainer(mongoClient, mongoClient.startSession(), true));
+   }
+
+
+
+   /*******************************************************************************
+    ** Get the name to use for a field in the mongoDB, from the fieldMetaData.
+    **
+    ** That is, field.backendName if set -- else, field.name
+    *******************************************************************************/
+   protected String getFieldBackendName(QFieldMetaData field)
+   {
+      if(field.getBackendName() != null)
+      {
+         return (field.getBackendName());
+      }
+      return (field.getName());
+   }
+
+
+
+   /*******************************************************************************
+    ** Get the name to use for a table in the mongoDB, from the table's backendDetails.
+    **
+    ** else, the table's name.
+    *******************************************************************************/
+   protected String getBackendTableName(QTableMetaData table)
+   {
+      if(table == null)
+      {
+         return (null);
+      }
+
+      if(table.getBackendDetails() != null)
+      {
+         String backendTableName = ((MongoDBTableBackendDetails) table.getBackendDetails()).getTableName();
+         if(StringUtils.hasContent(backendTableName))
+         {
+            return (backendTableName);
+         }
+      }
+      return table.getName();
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   protected int getPageSize()
+   {
+      return (1000);
+   }
+
+
+
+   /*******************************************************************************
+    ** Convert a mongodb document to a QRecord.
+    *******************************************************************************/
+   protected QRecord documentToRecord(QTableMetaData table, Document document)
+   {
+      QRecord record = new QRecord();
+      record.setTableName(table.getName());
+
+      //////////////////////////////////////////////////////////////////////////////////////////////
+      // first iterate over the table's fields, looking for them (at their backend name (path,    //
+      // if it has dots) inside the document note that we'll remove values from the document      //
+      // as we go - then after this loop, will handle all remaining values as unstructured fields //
+      //////////////////////////////////////////////////////////////////////////////////////////////
+      Map<String, Serializable> values = record.getValues();
+      for(QFieldMetaData field : table.getFields().values())
+      {
+         String fieldName = field.getName();
+         String fieldBackendName = getFieldBackendName(field);
+
+         if(fieldBackendName.contains("."))
+         {
+            /////////////////////////////////////////////////////////////
+            // process backend-names with dots as hierarchical objects //
+            /////////////////////////////////////////////////////////////
+            String[] parts       = fieldBackendName.split("\\.");
+            Document tmpDocument = document;
+            for(int i = 0; i < parts.length - 1; i++)
+            {
+               if(!tmpDocument.containsKey(parts[i]))
+               {
+                  ///////////////////////////////////////////////////////////////////////////////////////////////////////////
+                  // if we can't find the sub-document, break, and we won't have a value for this field (do we want null?) //
+                  ///////////////////////////////////////////////////////////////////////////////////////////////////////////
+                  setValue(values, fieldName, null);
+                  break;
+               }
+               else
+               {
+                  if(tmpDocument.get(parts[i]) instanceof Document subDocument)
+                  {
+                     tmpDocument = subDocument;
+                  }
+                  else
+                  {
+                     LOG.warn("Unexpected - In table [" + table.getName() + "] found a non-document at sub-key [" + parts[i] + "] for field [" + field.getName() + "]");
+                  }
+               }
+            }
+
+            Object value = tmpDocument.remove(parts[parts.length - 1]);
+            setValue(values, fieldName, value);
+         }
+         else
+         {
+            Object value = document.remove(fieldBackendName);
+            setValue(values, fieldName, value);
+         }
+      }
+
+      //////////////////////////////////////////////////////////////
+      // handle remaining values in the document as un-structured //
+      //////////////////////////////////////////////////////////////
+      for(String subFieldName : document.keySet())
+      {
+         Object subValue = document.get(subFieldName);
+         setValue(values, subFieldName, subValue);
+      }
+
+      return (record);
+   }
+
+
+
+   /*******************************************************************************
+    ** Recursive helper method to put a value in a map - where mongodb documents
+    ** are recursively expanded, and types are mapped to QQQ expectations.
+    *******************************************************************************/
+   private void setValue(Map<String, Serializable> values, String fieldName, Object value)
+   {
+      if(value instanceof ObjectId objectId)
+      {
+         values.put(fieldName, objectId.toString());
+      }
+      else if(value instanceof java.util.Date date)
+      {
+         values.put(fieldName, date.toInstant());
+      }
+      else if(value instanceof Document document)
+      {
+         LinkedHashMap<String, Serializable> subValues = new LinkedHashMap<>();
+         values.put(fieldName, subValues);
+
+         for(String subFieldName : document.keySet())
+         {
+            Object subValue = document.get(subFieldName);
+            setValue(subValues, subFieldName, subValue);
+         }
+      }
+      else if(value instanceof Serializable s)
+      {
+         values.put(fieldName, s);
+      }
+      else if(value != null)
+      {
+         values.put(fieldName, String.valueOf(value));
+      }
+      else
+      {
+         values.put(fieldName, null);
+      }
+   }
+
+
+
+   /*******************************************************************************
+    ** Convert a QRecord to a mongodb document.
+    *******************************************************************************/
+   protected Document recordToDocument(QTableMetaData table, QRecord record) throws QException
+   {
+      Document document = new Document();
+
+      ////////////////////////////////////////////////////////////////////////////////////////////////
+      // first iterate over fields defined in the table - put them in the document for mongo first. //
+      // track the names that we've processed in a set. then later we'll go over all values in the  //
+      // record and send them all to mongo (skipping ones we knew about from the table definition)  //
+      ////////////////////////////////////////////////////////////////////////////////////////////////
+      Set<String> processedFields = new HashSet<>();
+
+      for(QFieldMetaData field : table.getFields().values())
+      {
+         Serializable value = record.getValue(field.getName());
+         processedFields.add(field.getName());
+
+         if(field.getName().equals(table.getPrimaryKeyField()) && value == null)
+         {
+            ////////////////////////////////////
+            // let mongodb client generate id //
+            ////////////////////////////////////
+            continue;
+         }
+
+         String fieldBackendName = getFieldBackendName(field);
+         if(fieldBackendName.contains("."))
+         {
+            /////////////////////////////////////////////////////////////
+            // process backend-names with dots as hierarchical objects //
+            /////////////////////////////////////////////////////////////
+            String[] parts       = fieldBackendName.split("\\.");
+            Document tmpDocument = document;
+            for(int i = 0; i < parts.length - 1; i++)
+            {
+               if(!tmpDocument.containsKey(parts[i]))
+               {
+                  Document subDocument = new Document();
+                  tmpDocument.put(parts[i], subDocument);
+                  tmpDocument = subDocument;
+               }
+               else
+               {
+                  if(tmpDocument.get(parts[i]) instanceof Document subDocument)
+                  {
+                     tmpDocument = subDocument;
+                  }
+                  else
+                  {
+                     throw (new QException("Fields in table [" + table.getName() + "] specify both a sub-object and a field at the key: " + parts[i]));
+                  }
+               }
+            }
+            tmpDocument.append(parts[parts.length - 1], value);
+         }
+         else
+         {
+            document.append(fieldBackendName, value);
+         }
+      }
+
+      /////////////////////////
+      // do remaining values //
+      /////////////////////////
+      for(Map.Entry<String, Serializable> entry : record.getValues().entrySet())
+      {
+         if(!processedFields.contains(entry.getKey()))
+         {
+            document.append(entry.getKey(), entry.getValue());
+         }
+      }
+
+      return (document);
+   }
+
+
+
+   /*******************************************************************************
+    ** Convert QQueryFilter to Bson search query document - including security
+    ** for the table if needed.
+    *******************************************************************************/
+   protected Bson makeSearchQueryDocument(QTableMetaData table, QQueryFilter filter) throws QException
+   {
+      Bson         searchQueryWithoutSecurity = makeSearchQueryDocumentWithoutSecurity(table, filter);
+      QQueryFilter securityFilter             = makeSecurityQueryFilter(table);
+      if(!securityFilter.hasAnyCriteria())
+      {
+         return (searchQueryWithoutSecurity);
+      }
+
+      Bson searchQueryForSecurity = makeSearchQueryDocumentWithoutSecurity(table, securityFilter);
+
+      if(searchQueryWithoutSecurity.toBsonDocument().isEmpty())
+      {
+         return (searchQueryForSecurity);
+      }
+      else
+      {
+         return (Filters.and(searchQueryWithoutSecurity, searchQueryForSecurity));
+      }
+   }
+
+
+
+   /*******************************************************************************
+    ** Build a QQueryFilter to apply record-level security to the query.
+    ** Note, it may be empty, if there are no lock fields, or all are all-access.
+    **
+    ** Originally copied from RDBMS module... should this be shared?
+    ** and/or, how big of a re-write did that get in the joins-enhancements branch...
+    *******************************************************************************/
+   private QQueryFilter makeSecurityQueryFilter(QTableMetaData table) throws QException
+   {
+      QQueryFilter securityFilter = new QQueryFilter();
+      securityFilter.setBooleanOperator(QQueryFilter.BooleanOperator.AND);
+
+      for(RecordSecurityLock recordSecurityLock : RecordSecurityLockFilters.filterForReadLocks(CollectionUtils.nonNullList(table.getRecordSecurityLocks())))
+      {
+         addSubFilterForRecordSecurityLock(QContext.getQInstance(), QContext.getQSession(), table, securityFilter, recordSecurityLock, null, table.getName(), false);
+      }
+
+      return (securityFilter);
+   }
+
+
+
+   /*******************************************************************************
+    ** Helper for makeSecuritySearchQuery.
+    **
+    ** Originally copied from RDBMS module... should this be shared?
+    ** and/or, how big of a re-write did that get in the joins-enhancements branch...
+    *******************************************************************************/
+   private static void addSubFilterForRecordSecurityLock(QInstance instance, QSession session, QTableMetaData table, QQueryFilter securityFilter, RecordSecurityLock recordSecurityLock, JoinsContext joinsContext, String tableNameOrAlias, boolean isOuter) throws QException
+   {
+      //////////////////////////////////////////////////////////////////////////////////////////////////////////////
+      // check if the key type has an all-access key, and if so, if it's set to true for the current user/session //
+      //////////////////////////////////////////////////////////////////////////////////////////////////////////////
+      QSecurityKeyType securityKeyType = instance.getSecurityKeyType(recordSecurityLock.getSecurityKeyType());
+      if(StringUtils.hasContent(securityKeyType.getAllAccessKeyName()))
+      {
+         if(session.hasSecurityKeyValue(securityKeyType.getAllAccessKeyName(), true, QFieldType.BOOLEAN))
+         {
+            ///////////////////////////////////////////////////////////////////////////////
+            // if we have all-access on this key, then we don't need a criterion for it. //
+            ///////////////////////////////////////////////////////////////////////////////
+            return;
+         }
+      }
+
+      ///////////////////////////////////////////////////////////////////////////////////////
+      // some differences from RDBMS here, due to not yet having joins support in mongo... //
+      ///////////////////////////////////////////////////////////////////////////////////////
+      // String fieldName = tableNameOrAlias + "." + recordSecurityLock.getFieldName();
+      String fieldName = recordSecurityLock.getFieldName();
+      if(CollectionUtils.nullSafeHasContents(recordSecurityLock.getJoinNameChain()))
+      {
+         throw (new QException("Security locks in mongodb with joinNameChain is not yet supported"));
+         // fieldName = recordSecurityLock.getFieldName();
+      }
+
+      ///////////////////////////////////////////////////////////////////////////////////////////
+      // else - get the key values from the session and decide what kind of criterion to build //
+      ///////////////////////////////////////////////////////////////////////////////////////////
+      QQueryFilter          lockFilter   = new QQueryFilter();
+      List<QFilterCriteria> lockCriteria = new ArrayList<>();
+      lockFilter.setCriteria(lockCriteria);
+
+      QFieldType type = QFieldType.INTEGER;
+      try
+      {
+         if(joinsContext == null)
+         {
+            type = table.getField(fieldName).getType();
+         }
+         else
+         {
+            JoinsContext.FieldAndTableNameOrAlias fieldAndTableNameOrAlias = joinsContext.getFieldAndTableNameOrAlias(fieldName);
+            type = fieldAndTableNameOrAlias.field().getType();
+         }
+      }
+      catch(Exception e)
+      {
+         LOG.debug("Error getting field type...  Trying Integer", e);
+      }
+
+      List<Serializable> securityKeyValues = session.getSecurityKeyValues(recordSecurityLock.getSecurityKeyType(), type);
+      if(CollectionUtils.nullSafeIsEmpty(securityKeyValues))
+      {
+         ///////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+         // handle user with no values -- they can only see null values, and only iff the lock's null-value behavior is ALLOW //
+         ///////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+         if(RecordSecurityLock.NullValueBehavior.ALLOW.equals(NullValueBehaviorUtil.getEffectiveNullValueBehavior(recordSecurityLock)))
+         {
+            lockCriteria.add(new QFilterCriteria(fieldName, QCriteriaOperator.IS_BLANK));
+         }
+         else
+         {
+            /////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+            // else, if no user/session values, and null-value behavior is deny, then setup a FALSE condition, to allow no rows.           //
+            // todo - make some explicit contradiction here - maybe even avoid running the whole query - as you're not allowed ANY records //
+            /////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+            lockCriteria.add(new QFilterCriteria(fieldName, QCriteriaOperator.IN, Collections.emptyList()));
+         }
+      }
+      else
+      {
+         //////////////////////////////////////////////////////////////////////////////////////////////////////////////
+         // else, if user/session has some values, build an IN rule -                                                //
+         // noting that if the lock's null-value behavior is ALLOW, then we actually want IS_NULL_OR_IN, not just IN //
+         //////////////////////////////////////////////////////////////////////////////////////////////////////////////
+         if(RecordSecurityLock.NullValueBehavior.ALLOW.equals(NullValueBehaviorUtil.getEffectiveNullValueBehavior(recordSecurityLock)))
+         {
+            lockCriteria.add(new QFilterCriteria(fieldName, QCriteriaOperator.IS_NULL_OR_IN, securityKeyValues));
+         }
+         else
+         {
+            lockCriteria.add(new QFilterCriteria(fieldName, QCriteriaOperator.IN, securityKeyValues));
+         }
+      }
+
+      ///////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+      // if this field is on the outer side of an outer join, then if we do a straight filter on it, then we're basically      //
+      // nullifying the outer join... so for an outer join use-case, OR the security field criteria with a primary-key IS NULL //
+      // which will make missing rows from the join be found.                                                                  //
+      ///////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+      if(isOuter)
+      {
+         lockFilter.setBooleanOperator(QQueryFilter.BooleanOperator.OR);
+         lockFilter.addCriteria(new QFilterCriteria(tableNameOrAlias + "." + table.getPrimaryKeyField(), QCriteriaOperator.IS_BLANK));
+      }
+
+      securityFilter.addSubFilter(lockFilter);
+   }
+
+
+
+   /*******************************************************************************
+    ** w/o considering security, just map a QQueryFilter to a Bson searchQuery.
+    *******************************************************************************/
+   @SuppressWarnings("checkstyle:Indentation")
+   private Bson makeSearchQueryDocumentWithoutSecurity(QTableMetaData table, QQueryFilter filter)
+   {
+      if(filter == null || !filter.hasAnyCriteria())
+      {
+         return (new Document());
+      }
+
+      List<Bson> criteriaFilters = new ArrayList<>();
+
+      for(QFilterCriteria criteria : CollectionUtils.nonNullList(filter.getCriteria()))
+      {
+         List<Serializable> values           = criteria.getValues() == null ? new ArrayList<>() : new ArrayList<>(criteria.getValues());
+         QFieldMetaData     field            = table.getField(criteria.getFieldName());
+         String             fieldBackendName = getFieldBackendName(field);
+
+         //////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+         // replace any expression-type values with their evaluation                                                                         //
+         // also, "scrub" non-expression values, which type-converts them (e.g., strings in various supported date formats become LocalDate) //
+         //////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+         ListIterator<Serializable> valueListIterator = values.listIterator();
+         while(valueListIterator.hasNext())
+         {
+            Serializable value = valueListIterator.next();
+            if(value instanceof AbstractFilterExpression<?> expression)
+            {
+               valueListIterator.set(expression.evaluate());
+            }
+            /*
+            todo - is this needed??
+            else
+            {
+               Serializable scrubbedValue = scrubValue(field, value);
+               valueListIterator.set(scrubbedValue);
+            }
+            */
+         }
+
+         /////////////////////////////////////////////////////////////////////////////////////////
+         // make sure any values we're going to run against the primary key (_id) are ObjectIds //
+         /////////////////////////////////////////////////////////////////////////////////////////
+         if(field.getName().equals(table.getPrimaryKeyField()))
+         {
+            ListIterator<Serializable> iterator = values.listIterator();
+            while(iterator.hasNext())
+            {
+               Serializable value = iterator.next();
+               iterator.set(new ObjectId(String.valueOf(value)));
+            }
+         }
+
+         ////////
+         // :( //
+         ////////
+         if(StringUtils.hasContent(criteria.getOtherFieldName()))
+         {
+            throw (new IllegalArgumentException("A mongodb query with an 'otherFieldName' specified is not currently supported."));
+         }
+
+         criteriaFilters.add(switch(criteria.getOperator())
+         {
+            case EQUALS -> Filters.eq(fieldBackendName, getValue(values, 0));
+
+            case NOT_EQUALS -> Filters.and(
+               Filters.ne(fieldBackendName, getValue(values, 0)),
+
+               ////////////////////////////////////////////////////////////////////////////////////////////
+               // to match RDBMS and other QQQ backends, consider a null to not match a not-equals query //
+               ////////////////////////////////////////////////////////////////////////////////////////////
+               Filters.not(Filters.eq(fieldBackendName, null))
+            );
+
+            case NOT_EQUALS_OR_IS_NULL -> Filters.or(
+               Filters.eq(fieldBackendName, null),
+               Filters.ne(fieldBackendName, getValue(values, 0))
+            );
+            case IN -> filterIn(fieldBackendName, values);
+            case NOT_IN -> Filters.nor(filterIn(fieldBackendName, values));
+            case IS_NULL_OR_IN -> Filters.or(
+               Filters.eq(fieldBackendName, null),
+               filterIn(fieldBackendName, values)
+            );
+            case LIKE -> filterRegex(fieldBackendName, null, ValueUtils.getValueAsString(getValue(values, 0)).replaceAll("%", ".*"), null);
+            case NOT_LIKE -> Filters.nor(filterRegex(fieldBackendName, null, ValueUtils.getValueAsString(getValue(values, 0)).replaceAll("%", ".*"), null));
+            case STARTS_WITH -> filterRegex(fieldBackendName, null, getValue(values, 0), ".*");
+            case ENDS_WITH -> filterRegex(fieldBackendName, ".*", getValue(values, 0), null);
+            case CONTAINS -> filterRegex(fieldBackendName, ".*", getValue(values, 0), ".*");
+            case NOT_STARTS_WITH -> Filters.nor(filterRegex(fieldBackendName, null, getValue(values, 0), ".*"));
+            case NOT_ENDS_WITH -> Filters.nor(filterRegex(fieldBackendName, ".*", getValue(values, 0), null));
+            case NOT_CONTAINS -> Filters.nor(filterRegex(fieldBackendName, ".*", getValue(values, 0), ".*"));
+            case LESS_THAN -> Filters.lt(fieldBackendName, getValue(values, 0));
+            case LESS_THAN_OR_EQUALS -> Filters.lte(fieldBackendName, getValue(values, 0));
+            case GREATER_THAN -> Filters.gt(fieldBackendName, getValue(values, 0));
+            case GREATER_THAN_OR_EQUALS -> Filters.gte(fieldBackendName, getValue(values, 0));
+            case IS_BLANK -> filterIsBlank(fieldBackendName);
+            case IS_NOT_BLANK -> Filters.nor(filterIsBlank(fieldBackendName));
+            case BETWEEN -> filterBetween(fieldBackendName, values);
+            case NOT_BETWEEN -> Filters.nor(filterBetween(fieldBackendName, values));
+         });
+      }
+
+      /////////////////////////////////////
+      // recursively process sub-filters //
+      /////////////////////////////////////
+      if(CollectionUtils.nullSafeHasContents(filter.getSubFilters()))
+      {
+         for(QQueryFilter subFilter : filter.getSubFilters())
+         {
+            criteriaFilters.add(makeSearchQueryDocumentWithoutSecurity(table, subFilter));
+         }
+      }
+
+      Bson bson = QQueryFilter.BooleanOperator.AND.equals(filter.getBooleanOperator()) ? Filters.and(criteriaFilters) : Filters.or(criteriaFilters);
+      return bson;
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   private static Serializable getValue(List<Serializable> values, int i)
+   {
+      if(values == null || values.size() <= i)
+      {
+         throw new IllegalArgumentException("Incorrect number of values given for criteria");
+      }
+
+      return (values.get(i));
+   }
+
+
+
+   /*******************************************************************************
+    ** build a bson filter doing a regex (e.g., for LIKE, STARTS_WITH, etc)
+    *******************************************************************************/
+   private Bson filterRegex(String fieldBackendName, String prefix, Serializable mainRegex, String suffix)
+   {
+      if(prefix == null)
+      {
+         prefix = "";
+      }
+
+      if(suffix == null)
+      {
+         suffix = "";
+      }
+
+      String fullRegex = prefix + ValueUtils.getValueAsString(mainRegex + suffix);
+      return (Filters.regex(fieldBackendName, Pattern.compile(fullRegex)));
+   }
+
+
+
+   /*******************************************************************************
+    ** build a bson filter doing IN
+    *******************************************************************************/
+   private static Bson filterIn(String fieldBackendName, List<Serializable> values)
+   {
+      return Filters.in(fieldBackendName, values);
+   }
+
+
+
+   /*******************************************************************************
+    ** build a bson filter doing BETWEEN
+    *******************************************************************************/
+   private static Bson filterBetween(String fieldBackendName, List<Serializable> values)
+   {
+      return Filters.and(
+         Filters.gte(fieldBackendName, getValue(values, 0)),
+         Filters.lte(fieldBackendName, getValue(values, 1))
+      );
+   }
+
+
+
+   /*******************************************************************************
+    ** build a bson filter doing BLANK (null or == "")
+    *******************************************************************************/
+   private static Bson filterIsBlank(String fieldBackendName)
+   {
+      return Filters.or(
+         Filters.eq(fieldBackendName, null),
+         Filters.eq(fieldBackendName, "")
+      );
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for queryStat
+    *******************************************************************************/
+   public QueryStat getQueryStat()
+   {
+      return (this.queryStat);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for queryStat
+    *******************************************************************************/
+   public void setQueryStat(QueryStat queryStat)
+   {
+      this.queryStat = queryStat;
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   protected void setQueryInQueryStat(Bson query)
+   {
+      if(queryStat != null && query != null)
+      {
+         queryStat.setQueryText(query.toString());
+
+         ////////////////////////////////////////////////////////////////
+         // todo - if we support joins in the future, do them here too //
+         ////////////////////////////////////////////////////////////////
+      }
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   protected void logQuery(String tableName, String actionName, List<Bson> query, Long queryStartTime)
+   {
+
+      if(System.getProperty("qqq.mongodb.logQueries", "false").equals("true"))
+      {
+         try
+         {
+            if(System.getProperty("qqq.mongodb.logQueries.output", "logger").equalsIgnoreCase("system.out"))
+            {
+               System.out.println("Table: " + tableName + ", Action: " + actionName + ", Query: " + query);
+
+               if(queryStartTime != null)
+               {
+                  System.out.println("Query Took [" + QValueFormatter.formatValue(DisplayFormat.COMMAS, (System.currentTimeMillis() - queryStartTime)) + "] ms");
+               }
+            }
+            else
+            {
+               LOG.debug("Running Query", logPair("table", tableName), logPair("action", actionName), logPair("query", query), logPair("millis", queryStartTime == null ? null : (System.currentTimeMillis() - queryStartTime)));
+            }
+         }
+         catch(Exception e)
+         {
+            LOG.debug("Error logging query...", e);
+         }
+      }
+   }
+
+}
diff --git a/qqq-backend-module-mongodb/src/main/java/com/kingsrook/qqq/backend/module/mongodb/actions/MongoClientContainer.java b/qqq-backend-module-mongodb/src/main/java/com/kingsrook/qqq/backend/module/mongodb/actions/MongoClientContainer.java
new file mode 100644
index 00000000..61289a46
--- /dev/null
+++ b/qqq-backend-module-mongodb/src/main/java/com/kingsrook/qqq/backend/module/mongodb/actions/MongoClientContainer.java
@@ -0,0 +1,158 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.module.mongodb.actions;
+
+
+import com.mongodb.client.ClientSession;
+import com.mongodb.client.MongoClient;
+
+
+/*******************************************************************************
+ ** Wrapper around a MongoClient, ClientSession, and a boolean to help signal
+ ** where it was opened (e.g., so you know if you need to close it yourself, or
+ ** if it came from someone else (e.g., via an input transaction)).
+ *******************************************************************************/
+public class MongoClientContainer
+{
+   private MongoClient   mongoClient;
+   private ClientSession mongoSession;
+   private boolean       needToClose;
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public MongoClientContainer(MongoClient mongoClient, ClientSession mongoSession, boolean needToClose)
+   {
+      this.mongoClient = mongoClient;
+      this.mongoSession = mongoSession;
+      this.needToClose = needToClose;
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for mongoClient
+    *******************************************************************************/
+   public MongoClient getMongoClient()
+   {
+      return (this.mongoClient);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for mongoClient
+    *******************************************************************************/
+   public void setMongoClient(MongoClient mongoClient)
+   {
+      this.mongoClient = mongoClient;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for mongoClient
+    *******************************************************************************/
+   public MongoClientContainer withMongoClient(MongoClient mongoClient)
+   {
+      this.mongoClient = mongoClient;
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for mongoSession
+    *******************************************************************************/
+   public ClientSession getMongoSession()
+   {
+      return (this.mongoSession);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for mongoSession
+    *******************************************************************************/
+   public void setMongoSession(ClientSession mongoSession)
+   {
+      this.mongoSession = mongoSession;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for mongoSession
+    *******************************************************************************/
+   public MongoClientContainer withMongoSession(ClientSession mongoSession)
+   {
+      this.mongoSession = mongoSession;
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for needToClose
+    *******************************************************************************/
+   public boolean getNeedToClose()
+   {
+      return (this.needToClose);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for needToClose
+    *******************************************************************************/
+   public void setNeedToClose(boolean needToClose)
+   {
+      this.needToClose = needToClose;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for needToClose
+    *******************************************************************************/
+   public MongoClientContainer withNeedToClose(boolean needToClose)
+   {
+      this.needToClose = needToClose;
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public void closeIfNeeded()
+   {
+      if(needToClose)
+      {
+         mongoSession.close();
+         mongoClient.close();
+      }
+   }
+}
diff --git a/qqq-backend-module-mongodb/src/main/java/com/kingsrook/qqq/backend/module/mongodb/actions/MongoDBAggregateAction.java b/qqq-backend-module-mongodb/src/main/java/com/kingsrook/qqq/backend/module/mongodb/actions/MongoDBAggregateAction.java
new file mode 100644
index 00000000..fde8026d
--- /dev/null
+++ b/qqq-backend-module-mongodb/src/main/java/com/kingsrook/qqq/backend/module/mongodb/actions/MongoDBAggregateAction.java
@@ -0,0 +1,274 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2022.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.module.mongodb.actions;
+
+
+import java.util.ArrayList;
+import java.util.List;
+import java.util.concurrent.TimeUnit;
+import com.kingsrook.qqq.backend.core.actions.interfaces.AggregateInterface;
+import com.kingsrook.qqq.backend.core.actions.tables.helpers.ActionTimeoutHelper;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.exceptions.QUserFacingException;
+import com.kingsrook.qqq.backend.core.logging.QLogger;
+import com.kingsrook.qqq.backend.core.model.actions.tables.aggregate.Aggregate;
+import com.kingsrook.qqq.backend.core.model.actions.tables.aggregate.AggregateInput;
+import com.kingsrook.qqq.backend.core.model.actions.tables.aggregate.AggregateOperator;
+import com.kingsrook.qqq.backend.core.model.actions.tables.aggregate.AggregateOutput;
+import com.kingsrook.qqq.backend.core.model.actions.tables.aggregate.AggregateResult;
+import com.kingsrook.qqq.backend.core.model.actions.tables.aggregate.GroupBy;
+import com.kingsrook.qqq.backend.core.model.actions.tables.aggregate.QFilterOrderByAggregate;
+import com.kingsrook.qqq.backend.core.model.actions.tables.aggregate.QFilterOrderByGroupBy;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QFilterOrderBy;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QQueryFilter;
+import com.kingsrook.qqq.backend.core.model.metadata.fields.QFieldMetaData;
+import com.kingsrook.qqq.backend.core.model.metadata.fields.QFieldType;
+import com.kingsrook.qqq.backend.core.model.metadata.tables.QTableMetaData;
+import com.kingsrook.qqq.backend.core.utils.CollectionUtils;
+import com.kingsrook.qqq.backend.core.utils.ValueUtils;
+import com.kingsrook.qqq.backend.module.mongodb.model.metadata.MongoDBBackendMetaData;
+import com.mongodb.client.AggregateIterable;
+import com.mongodb.client.MongoCollection;
+import com.mongodb.client.MongoDatabase;
+import com.mongodb.client.model.Accumulators;
+import com.mongodb.client.model.Aggregates;
+import com.mongodb.client.model.BsonField;
+import org.bson.Document;
+import org.bson.conversions.Bson;
+
+
+/*******************************************************************************
+ **
+ *******************************************************************************/
+public class MongoDBAggregateAction extends AbstractMongoDBAction implements AggregateInterface
+{
+   private static final QLogger LOG = QLogger.getLogger(MongoDBAggregateAction.class);
+
+   private ActionTimeoutHelper actionTimeoutHelper;
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @SuppressWarnings("checkstyle:indentation")
+   public AggregateOutput execute(AggregateInput aggregateInput) throws QException
+   {
+      MongoClientContainer mongoClientContainer = null;
+
+      Long       queryStartTime = System.currentTimeMillis();
+      List<Bson> queryToLog     = new ArrayList<>();
+
+      try
+      {
+         AggregateOutput        aggregateOutput  = new AggregateOutput();
+         QTableMetaData         table            = aggregateInput.getTable();
+         String                 backendTableName = getBackendTableName(table);
+         MongoDBBackendMetaData backend          = (MongoDBBackendMetaData) aggregateInput.getBackend();
+
+         mongoClientContainer = openClient(backend, null); // todo - aggregate input has no transaction!?
+         MongoDatabase             database   = mongoClientContainer.getMongoClient().getDatabase(backend.getDatabaseName());
+         MongoCollection<Document> collection = database.getCollection(backendTableName);
+
+         QQueryFilter filter      = aggregateInput.getFilter();
+         Bson         searchQuery = makeSearchQueryDocument(table, filter);
+
+         ////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+         // set up & start an actionTimeoutHelper (note, internally it'll deal with the time being null or negative as meaning not to timeout) //
+         ////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+         actionTimeoutHelper = new ActionTimeoutHelper(aggregateInput.getTimeoutSeconds(), TimeUnit.SECONDS, new TimeoutCanceller(mongoClientContainer));
+         actionTimeoutHelper.start();
+
+         /////////////////////////////////////////////////////////////////////////
+         // we have to submit a list of BSON objects to the aggregate function. //
+         // the first one is the search query                                   //
+         // second is the group-by stuff, which we'll explain as we build it    //
+         /////////////////////////////////////////////////////////////////////////
+         List<Bson> bsonList = new ArrayList<>();
+         bsonList.add(Aggregates.match(searchQuery));
+         setQueryInQueryStat(searchQuery);
+         queryToLog = bsonList;
+
+         //////////////////////////////////////////////////////////////////////////////////////
+         // if there are group-by fields, then we need to build a document with those fields //
+         // not sure what the whole name, $name is, but, go go mongo                         //
+         //////////////////////////////////////////////////////////////////////////////////////
+         Document groupValueDocument = new Document();
+         if(CollectionUtils.nullSafeHasContents(aggregateInput.getGroupBys()))
+         {
+            for(GroupBy groupBy : aggregateInput.getGroupBys())
+            {
+               String name = getFieldBackendName(table.getField(groupBy.getFieldName()));
+               groupValueDocument.append(name, "$" + name);
+            }
+         }
+
+         ////////////////////////////////////////////////////////////////////
+         // next build a list of accumulator fields - for aggregate values //
+         ////////////////////////////////////////////////////////////////////
+         List<BsonField> bsonFields = new ArrayList<>();
+         for(Aggregate aggregate : aggregateInput.getAggregates())
+         {
+            String fieldName  = aggregate.getFieldName() + "_" + aggregate.getOperator().toString().toLowerCase();
+            String expression = "$" + getFieldBackendName(table.getField(aggregate.getFieldName()));
+
+            bsonFields.add(switch(aggregate.getOperator())
+            {
+               case COUNT -> Accumulators.sum(fieldName, 1); // count... do a sum of 1's
+               case COUNT_DISTINCT -> throw new QException("Count Distinct is not supported for MongoDB tables at this time.");
+               case SUM -> Accumulators.sum(fieldName, expression);
+               case MIN -> Accumulators.min(fieldName, expression);
+               case MAX -> Accumulators.max(fieldName, expression);
+               case AVG -> Accumulators.avg(fieldName, expression);
+            });
+         }
+
+         ///////////////////////////////////////////////////////////////////////////////////
+         // add the group-by fields and the aggregates in the group stage of the pipeline //
+         ///////////////////////////////////////////////////////////////////////////////////
+         bsonList.add(Aggregates.group(groupValueDocument, bsonFields));
+
+         //////////////////////////////////////////////
+         // if there are any order-bys, add them too //
+         //////////////////////////////////////////////
+         if(filter != null && CollectionUtils.nullSafeHasContents(filter.getOrderBys()))
+         {
+            Document sortValue = new Document();
+            for(QFilterOrderBy orderBy : filter.getOrderBys())
+            {
+               String fieldName;
+               if(orderBy instanceof QFilterOrderByAggregate orderByAggregate)
+               {
+                  Aggregate aggregate = orderByAggregate.getAggregate();
+                  fieldName = aggregate.getFieldName() + "_" + aggregate.getOperator().toString().toLowerCase();
+               }
+               else if(orderBy instanceof QFilterOrderByGroupBy orderByGroupBy)
+               {
+                  fieldName = "_id." + getFieldBackendName(table.getField(orderByGroupBy.getGroupBy().getFieldName()));
+               }
+               else
+               {
+                  ///////////////////////////////////////////////////
+                  // does this happen?  should it be "_id." if so? //
+                  ///////////////////////////////////////////////////
+                  fieldName = getFieldBackendName(table.getField(orderBy.getFieldName()));
+               }
+
+               sortValue.append(fieldName, orderBy.getIsAscending() ? 1 : -1);
+            }
+
+            bsonList.add(new Document("$sort", sortValue));
+         }
+
+         ////////////////////////////////////////////////////////
+         // todo - system property to control (like print-sql) //
+         ////////////////////////////////////////////////////////
+         // LOG.debug(bsonList.toString());
+
+         ///////////////////////////
+         // execute the aggregate //
+         ///////////////////////////
+         AggregateIterable<Document> aggregates = collection.aggregate(mongoClientContainer.getMongoSession(), bsonList);
+
+         List<AggregateResult> results = new ArrayList<>();
+         aggregateOutput.setResults(results);
+
+         /////////////////////
+         // process results //
+         /////////////////////
+         for(Document document : aggregates)
+         {
+            /////////////////////////////////////////////////////////////////////////
+            // once we've started getting results, go ahead and cancel the timeout //
+            /////////////////////////////////////////////////////////////////////////
+            actionTimeoutHelper.cancel();
+            setQueryStatFirstResultTime();
+
+            AggregateResult result = new AggregateResult();
+            results.add(result);
+
+            ////////////////////////////////////////////////////////////////
+            // get group by values (if there are any) out of the document //
+            ////////////////////////////////////////////////////////////////
+            for(GroupBy groupBy : CollectionUtils.nonNullList(aggregateInput.getGroupBys()))
+            {
+               Document idDocument = (Document) document.get("_id");
+               Object   value      = idDocument.get(groupBy.getFieldName());
+               result.withGroupByValue(groupBy, ValueUtils.getValueAsFieldType(groupBy.getType(), value));
+            }
+
+            //////////////////////////////////////////
+            // get aggregate values out of document //
+            //////////////////////////////////////////
+            for(Aggregate aggregate : aggregateInput.getAggregates())
+            {
+               QFieldMetaData field     = table.getField(aggregate.getFieldName());
+               QFieldType     fieldType = aggregate.getFieldType();
+               if(fieldType == null)
+               {
+                  fieldType = field.getType();
+               }
+               if(fieldType.equals(QFieldType.INTEGER) && (aggregate.getOperator().equals(AggregateOperator.AVG)))
+               {
+                  fieldType = QFieldType.DECIMAL;
+               }
+
+               Object value = document.get(aggregate.getFieldName() + "_" + aggregate.getOperator().toString().toLowerCase());
+               result.withAggregateValue(aggregate, ValueUtils.getValueAsFieldType(fieldType, value));
+            }
+         }
+
+         return (aggregateOutput);
+      }
+      catch(Exception e)
+      {
+         if(actionTimeoutHelper != null && actionTimeoutHelper.getDidTimeout())
+         {
+            setQueryStatFirstResultTime();
+            throw (new QUserFacingException("Aggregate timed out."));
+         }
+
+         /*
+         /////////////////////////////////////////////////////////////////////////////////////
+         // this was copied from RDBMS - not sure where/how/if it's being used there though //
+         /////////////////////////////////////////////////////////////////////////////////////
+         if(isCancelled)
+         {
+            throw (new QUserFacingException("Aggregate was cancelled."));
+         }
+         */
+
+         LOG.warn("Error executing aggregate", e);
+         throw new QException("Error executing aggregate", e);
+      }
+      finally
+      {
+         logQuery(getBackendTableName(aggregateInput.getTable()), "aggregate", queryToLog, queryStartTime);
+
+         if(mongoClientContainer != null)
+         {
+            mongoClientContainer.closeIfNeeded();
+         }
+      }
+   }
+
+}
diff --git a/qqq-backend-module-mongodb/src/main/java/com/kingsrook/qqq/backend/module/mongodb/actions/MongoDBCountAction.java b/qqq-backend-module-mongodb/src/main/java/com/kingsrook/qqq/backend/module/mongodb/actions/MongoDBCountAction.java
new file mode 100644
index 00000000..5dc7e9f6
--- /dev/null
+++ b/qqq-backend-module-mongodb/src/main/java/com/kingsrook/qqq/backend/module/mongodb/actions/MongoDBCountAction.java
@@ -0,0 +1,136 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2022.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.module.mongodb.actions;
+
+
+import java.util.ArrayList;
+import java.util.List;
+import java.util.concurrent.TimeUnit;
+import com.kingsrook.qqq.backend.core.actions.interfaces.CountInterface;
+import com.kingsrook.qqq.backend.core.actions.tables.helpers.ActionTimeoutHelper;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.exceptions.QUserFacingException;
+import com.kingsrook.qqq.backend.core.logging.QLogger;
+import com.kingsrook.qqq.backend.core.model.actions.tables.count.CountInput;
+import com.kingsrook.qqq.backend.core.model.actions.tables.count.CountOutput;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QQueryFilter;
+import com.kingsrook.qqq.backend.core.model.metadata.tables.QTableMetaData;
+import com.kingsrook.qqq.backend.module.mongodb.model.metadata.MongoDBBackendMetaData;
+import com.mongodb.client.AggregateIterable;
+import com.mongodb.client.MongoCollection;
+import com.mongodb.client.MongoDatabase;
+import com.mongodb.client.model.Accumulators;
+import com.mongodb.client.model.Aggregates;
+import org.bson.Document;
+import org.bson.conversions.Bson;
+
+
+/*******************************************************************************
+ **
+ *******************************************************************************/
+public class MongoDBCountAction extends AbstractMongoDBAction implements CountInterface
+{
+   private static final QLogger LOG = QLogger.getLogger(MongoDBCountAction.class);
+
+   private ActionTimeoutHelper actionTimeoutHelper;
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public CountOutput execute(CountInput countInput) throws QException
+   {
+      MongoClientContainer mongoClientContainer = null;
+
+      Long       queryStartTime = System.currentTimeMillis();
+      List<Bson> queryToLog     = new ArrayList<>();
+
+      try
+      {
+         CountOutput            countOutput      = new CountOutput();
+         QTableMetaData         table            = countInput.getTable();
+         String                 backendTableName = getBackendTableName(table);
+         MongoDBBackendMetaData backend          = (MongoDBBackendMetaData) countInput.getBackend();
+
+         mongoClientContainer = openClient(backend, null); // todo - count input has no transaction!?
+         MongoDatabase             database   = mongoClientContainer.getMongoClient().getDatabase(backend.getDatabaseName());
+         MongoCollection<Document> collection = database.getCollection(backendTableName);
+
+         ////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+         // set up & start an actionTimeoutHelper (note, internally it'll deal with the time being null or negative as meaning not to timeout) //
+         ////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+         actionTimeoutHelper = new ActionTimeoutHelper(countInput.getTimeoutSeconds(), TimeUnit.SECONDS, new TimeoutCanceller(mongoClientContainer));
+         actionTimeoutHelper.start();
+
+         QQueryFilter filter      = countInput.getFilter();
+         Bson         searchQuery = makeSearchQueryDocument(table, filter);
+         queryToLog.add(searchQuery);
+         setQueryInQueryStat(searchQuery);
+
+         List<Bson> bsonList = List.of(
+            Aggregates.match(searchQuery),
+            Aggregates.group("_id", Accumulators.sum("count", 1)));
+
+         AggregateIterable<Document> aggregate = collection.aggregate(mongoClientContainer.getMongoSession(), bsonList);
+
+         Document document = aggregate.first();
+         countOutput.setCount(document == null ? 0 : document.get("count", Integer.class));
+
+         actionTimeoutHelper.cancel();
+         setQueryStatFirstResultTime();
+
+         return (countOutput);
+      }
+      catch(Exception e)
+      {
+         if(actionTimeoutHelper != null && actionTimeoutHelper.getDidTimeout())
+         {
+            setQueryStatFirstResultTime();
+            throw (new QUserFacingException("Count timed out."));
+         }
+
+         /*
+         /////////////////////////////////////////////////////////////////////////////////////
+         // this was copied from RDBMS - not sure where/how/if it's being used there though //
+         /////////////////////////////////////////////////////////////////////////////////////
+         if(isCancelled)
+         {
+            throw (new QUserFacingException("Count was cancelled."));
+         }
+         */
+
+         LOG.warn("Error executing count", e);
+         throw new QException("Error executing count", e);
+      }
+      finally
+      {
+         logQuery(getBackendTableName(countInput.getTable()), "count", queryToLog, queryStartTime);
+
+         if(mongoClientContainer != null)
+         {
+            mongoClientContainer.closeIfNeeded();
+         }
+      }
+   }
+
+}
diff --git a/qqq-backend-module-mongodb/src/main/java/com/kingsrook/qqq/backend/module/mongodb/actions/MongoDBDeleteAction.java b/qqq-backend-module-mongodb/src/main/java/com/kingsrook/qqq/backend/module/mongodb/actions/MongoDBDeleteAction.java
new file mode 100644
index 00000000..afb509ae
--- /dev/null
+++ b/qqq-backend-module-mongodb/src/main/java/com/kingsrook/qqq/backend/module/mongodb/actions/MongoDBDeleteAction.java
@@ -0,0 +1,137 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2022.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.module.mongodb.actions;
+
+
+import java.util.ArrayList;
+import java.util.List;
+import com.kingsrook.qqq.backend.core.actions.interfaces.DeleteInterface;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.logging.QLogger;
+import com.kingsrook.qqq.backend.core.model.actions.tables.delete.DeleteInput;
+import com.kingsrook.qqq.backend.core.model.actions.tables.delete.DeleteOutput;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QQueryFilter;
+import com.kingsrook.qqq.backend.core.model.metadata.tables.QTableMetaData;
+import com.kingsrook.qqq.backend.core.utils.CollectionUtils;
+import com.kingsrook.qqq.backend.core.utils.ValueUtils;
+import com.kingsrook.qqq.backend.module.mongodb.model.metadata.MongoDBBackendMetaData;
+import com.mongodb.client.MongoCollection;
+import com.mongodb.client.MongoDatabase;
+import com.mongodb.client.model.Filters;
+import com.mongodb.client.result.DeleteResult;
+import org.bson.Document;
+import org.bson.conversions.Bson;
+import org.bson.types.ObjectId;
+import static com.kingsrook.qqq.backend.core.logging.LogUtils.logPair;
+
+
+/*******************************************************************************
+ **
+ *******************************************************************************/
+public class MongoDBDeleteAction extends AbstractMongoDBAction implements DeleteInterface
+{
+   private static final QLogger LOG = QLogger.getLogger(MongoDBDeleteAction.class);
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Override
+   public boolean supportsQueryFilterInput()
+   {
+      return (true);
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public DeleteOutput execute(DeleteInput deleteInput) throws QException
+   {
+      MongoClientContainer mongoClientContainer = null;
+
+      Long       queryStartTime = System.currentTimeMillis();
+      List<Bson> queryToLog     = new ArrayList<>();
+
+      try
+      {
+         DeleteOutput           deleteOutput     = new DeleteOutput();
+         QTableMetaData         table            = deleteInput.getTable();
+         String                 backendTableName = getBackendTableName(table);
+         MongoDBBackendMetaData backend          = (MongoDBBackendMetaData) deleteInput.getBackend();
+
+         mongoClientContainer = openClient(backend, deleteInput.getTransaction());
+         MongoDatabase             database   = mongoClientContainer.getMongoClient().getDatabase(backend.getDatabaseName());
+         MongoCollection<Document> collection = database.getCollection(backendTableName);
+
+         QQueryFilter queryFilter = deleteInput.getQueryFilter();
+         Bson         searchQuery;
+         if(CollectionUtils.nullSafeHasContents(deleteInput.getPrimaryKeys()))
+         {
+            searchQuery = Filters.in("_id", deleteInput.getPrimaryKeys().stream().map(id -> new ObjectId(ValueUtils.getValueAsString(id))).toList());
+         }
+         else if(queryFilter != null && queryFilter.hasAnyCriteria())
+         {
+            QQueryFilter filter = queryFilter;
+            searchQuery = makeSearchQueryDocument(table, filter);
+         }
+         else
+         {
+            LOG.info("Missing both primary keys and a search filter in delete request - exiting with noop", logPair("tableName", table.getName()));
+            return (deleteOutput);
+         }
+
+         queryToLog.add(searchQuery);
+
+         ////////////////////////////////////////////////////////
+         // todo - system property to control (like print-sql) //
+         ////////////////////////////////////////////////////////
+         // LOG.debug(searchQuery);
+
+         DeleteResult deleteResult = collection.deleteMany(mongoClientContainer.getMongoSession(), searchQuery);
+         deleteOutput.setDeletedRecordCount((int) deleteResult.getDeletedCount());
+
+         //////////////////////////////////////////////////////////////////////////
+         // todo any way to get records with errors or warnings for deleteOutput //
+         //////////////////////////////////////////////////////////////////////////
+
+         return (deleteOutput);
+      }
+      catch(Exception e)
+      {
+         LOG.warn("Error executing delete", e);
+         throw new QException("Error executing delete", e);
+      }
+      finally
+      {
+         logQuery(getBackendTableName(deleteInput.getTable()), "delete", queryToLog, queryStartTime);
+
+         if(mongoClientContainer != null)
+         {
+            mongoClientContainer.closeIfNeeded();
+         }
+      }
+   }
+
+}
diff --git a/qqq-backend-module-mongodb/src/main/java/com/kingsrook/qqq/backend/module/mongodb/actions/MongoDBInsertAction.java b/qqq-backend-module-mongodb/src/main/java/com/kingsrook/qqq/backend/module/mongodb/actions/MongoDBInsertAction.java
new file mode 100644
index 00000000..d02a67d8
--- /dev/null
+++ b/qqq-backend-module-mongodb/src/main/java/com/kingsrook/qqq/backend/module/mongodb/actions/MongoDBInsertAction.java
@@ -0,0 +1,146 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2022.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.module.mongodb.actions;
+
+
+import java.util.ArrayList;
+import java.util.List;
+import com.kingsrook.qqq.backend.core.actions.interfaces.InsertInterface;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.logging.QLogger;
+import com.kingsrook.qqq.backend.core.model.actions.tables.insert.InsertInput;
+import com.kingsrook.qqq.backend.core.model.actions.tables.insert.InsertOutput;
+import com.kingsrook.qqq.backend.core.model.data.QRecord;
+import com.kingsrook.qqq.backend.core.model.metadata.tables.QTableMetaData;
+import com.kingsrook.qqq.backend.core.utils.CollectionUtils;
+import com.kingsrook.qqq.backend.module.mongodb.model.metadata.MongoDBBackendMetaData;
+import com.mongodb.client.MongoCollection;
+import com.mongodb.client.MongoDatabase;
+import com.mongodb.client.result.InsertManyResult;
+import org.bson.BsonValue;
+import org.bson.Document;
+import org.bson.conversions.Bson;
+
+
+/*******************************************************************************
+ **
+ *******************************************************************************/
+public class MongoDBInsertAction extends AbstractMongoDBAction implements InsertInterface
+{
+   private static final QLogger LOG = QLogger.getLogger(MongoDBInsertAction.class);
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public InsertOutput execute(InsertInput insertInput) throws QException
+   {
+      MongoClientContainer mongoClientContainer = null;
+      InsertOutput         rs                   = new InsertOutput();
+      List<QRecord>        outputRecords        = new ArrayList<>();
+      rs.setRecords(outputRecords);
+
+      Long       queryStartTime = System.currentTimeMillis();
+      List<Bson> queryToLog     = new ArrayList<>();
+
+      try
+      {
+         QTableMetaData         table            = insertInput.getTable();
+         String                 backendTableName = getBackendTableName(table);
+         MongoDBBackendMetaData backend          = (MongoDBBackendMetaData) insertInput.getBackend();
+
+         mongoClientContainer = openClient(backend, insertInput.getTransaction());
+         MongoDatabase             database   = mongoClientContainer.getMongoClient().getDatabase(backend.getDatabaseName());
+         MongoCollection<Document> collection = database.getCollection(backendTableName);
+
+         ///////////////////////////////////////////////////////////////////////////
+         // page over input record list (assuming some size of batch is too big?) //
+         ///////////////////////////////////////////////////////////////////////////
+         for(List<QRecord> page : CollectionUtils.getPages(insertInput.getRecords(), getPageSize()))
+         {
+            //////////////////////////////////////////////////////////////////
+            // build list of documents from records w/o errors in this page //
+            //////////////////////////////////////////////////////////////////
+            List<Document> documentList = new ArrayList<>();
+            for(QRecord record : page)
+            {
+               if(CollectionUtils.nullSafeHasContents(record.getErrors()))
+               {
+                  continue;
+               }
+
+               Document document = recordToDocument(table, record);
+               documentList.add(document);
+               queryToLog.add(document);
+            }
+
+            /////////////////////////////////////
+            // skip pages that were all errors //
+            /////////////////////////////////////
+            if(documentList.isEmpty())
+            {
+               continue;
+            }
+
+            ///////////////////////////////////////////////
+            // actually do the insert                    //
+            // todo - how are errors returned by mongo?? //
+            ///////////////////////////////////////////////
+            InsertManyResult insertManyResult = collection.insertMany(mongoClientContainer.getMongoSession(), documentList);
+
+            /////////////////////////////////
+            // put ids on inserted records //
+            /////////////////////////////////
+            int index = 0;
+            for(QRecord record : page)
+            {
+               QRecord outputRecord = new QRecord(record);
+               rs.addRecord(outputRecord);
+
+               if(CollectionUtils.nullSafeIsEmpty(record.getErrors()))
+               {
+                  BsonValue insertedId = insertManyResult.getInsertedIds().get(index++);
+                  String    idString   = insertedId.asObjectId().getValue().toString();
+                  outputRecord.setValue(table.getPrimaryKeyField(), idString);
+               }
+            }
+         }
+      }
+      catch(Exception e)
+      {
+         throw new QException("Error executing insert: " + e.getMessage(), e);
+      }
+      finally
+      {
+         logQuery(getBackendTableName(insertInput.getTable()), "insert", queryToLog, queryStartTime);
+
+         if(mongoClientContainer != null)
+         {
+            mongoClientContainer.closeIfNeeded();
+         }
+      }
+
+      return (rs);
+   }
+
+}
diff --git a/qqq-backend-module-mongodb/src/main/java/com/kingsrook/qqq/backend/module/mongodb/actions/MongoDBQueryAction.java b/qqq-backend-module-mongodb/src/main/java/com/kingsrook/qqq/backend/module/mongodb/actions/MongoDBQueryAction.java
new file mode 100644
index 00000000..6c4cdc30
--- /dev/null
+++ b/qqq-backend-module-mongodb/src/main/java/com/kingsrook/qqq/backend/module/mongodb/actions/MongoDBQueryAction.java
@@ -0,0 +1,185 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2022.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.module.mongodb.actions;
+
+
+import java.util.ArrayList;
+import java.util.List;
+import java.util.concurrent.TimeUnit;
+import com.kingsrook.qqq.backend.core.actions.interfaces.QueryInterface;
+import com.kingsrook.qqq.backend.core.actions.tables.helpers.ActionTimeoutHelper;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.exceptions.QUserFacingException;
+import com.kingsrook.qqq.backend.core.logging.QLogger;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QFilterOrderBy;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QQueryFilter;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QueryInput;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QueryOutput;
+import com.kingsrook.qqq.backend.core.model.data.QRecord;
+import com.kingsrook.qqq.backend.core.model.metadata.tables.QTableMetaData;
+import com.kingsrook.qqq.backend.core.utils.CollectionUtils;
+import com.kingsrook.qqq.backend.module.mongodb.model.metadata.MongoDBBackendMetaData;
+import com.mongodb.client.FindIterable;
+import com.mongodb.client.MongoCollection;
+import com.mongodb.client.MongoDatabase;
+import org.bson.Document;
+import org.bson.conversions.Bson;
+
+
+/*******************************************************************************
+ **
+ *******************************************************************************/
+public class MongoDBQueryAction extends AbstractMongoDBAction implements QueryInterface
+{
+   private static final QLogger LOG = QLogger.getLogger(MongoDBQueryAction.class);
+
+   private ActionTimeoutHelper actionTimeoutHelper;
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public QueryOutput execute(QueryInput queryInput) throws QException
+   {
+      MongoClientContainer mongoClientContainer = null;
+
+      Long       queryStartTime = System.currentTimeMillis();
+      List<Bson> queryToLog     = new ArrayList<>();
+
+      try
+      {
+         QueryOutput            queryOutput      = new QueryOutput(queryInput);
+         QTableMetaData         table            = queryInput.getTable();
+         String                 backendTableName = getBackendTableName(table);
+         MongoDBBackendMetaData backend          = (MongoDBBackendMetaData) queryInput.getBackend();
+
+         mongoClientContainer = openClient(backend, queryInput.getTransaction());
+         MongoDatabase             database   = mongoClientContainer.getMongoClient().getDatabase(backend.getDatabaseName());
+         MongoCollection<Document> collection = database.getCollection(backendTableName);
+
+         ////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+         // set up & start an actionTimeoutHelper (note, internally it'll deal with the time being null or negative as meaning not to timeout) //
+         ////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+         actionTimeoutHelper = new ActionTimeoutHelper(queryInput.getTimeoutSeconds(), TimeUnit.SECONDS, new TimeoutCanceller(mongoClientContainer));
+         actionTimeoutHelper.start();
+
+         /////////////////////////
+         // set up filter/query //
+         /////////////////////////
+         QQueryFilter filter      = queryInput.getFilter();
+         Bson         searchQuery = makeSearchQueryDocument(table, filter);
+         queryToLog.add(searchQuery);
+         setQueryInQueryStat(searchQuery);
+
+         ////////////////////////////////////////////////////////////
+         // create cursor - further adjustments to it still follow //
+         ////////////////////////////////////////////////////////////
+         FindIterable<Document> cursor = collection.find(mongoClientContainer.getMongoSession(), searchQuery);
+
+         ///////////////////////////////////
+         // add a sort operator if needed //
+         ///////////////////////////////////
+         if(filter != null && CollectionUtils.nullSafeHasContents(filter.getOrderBys()))
+         {
+            Document sortDocument = new Document();
+            queryToLog.add(sortDocument);
+            for(QFilterOrderBy orderBy : filter.getOrderBys())
+            {
+               String fieldBackendName = getFieldBackendName(table.getField(orderBy.getFieldName()));
+               sortDocument.put(fieldBackendName, orderBy.getIsAscending() ? 1 : -1);
+            }
+            cursor.sort(sortDocument);
+         }
+
+         ////////////////////////
+         // apply skip & limit //
+         ////////////////////////
+         if(filter != null)
+         {
+            if(filter.getSkip() != null)
+            {
+               cursor.skip(filter.getSkip());
+            }
+
+            if(filter.getLimit() != null)
+            {
+               cursor.limit(filter.getLimit());
+            }
+         }
+
+         ////////////////////////////////////////////
+         // iterate over results, building records //
+         ////////////////////////////////////////////
+         for(Document document : cursor)
+         {
+            /////////////////////////////////////////////////////////////////////////
+            // once we've started getting results, go ahead and cancel the timeout //
+            /////////////////////////////////////////////////////////////////////////
+            actionTimeoutHelper.cancel();
+            setQueryStatFirstResultTime();
+
+            QRecord record = documentToRecord(table, document);
+            queryOutput.addRecord(record);
+
+            if(queryInput.getAsyncJobCallback().wasCancelRequested())
+            {
+               LOG.info("Breaking query job, as requested.");
+               break;
+            }
+         }
+
+         return (queryOutput);
+      }
+      catch(Exception e)
+      {
+         if(actionTimeoutHelper != null && actionTimeoutHelper.getDidTimeout())
+         {
+            setQueryStatFirstResultTime();
+            throw (new QUserFacingException("Query timed out."));
+         }
+
+         /*
+         /////////////////////////////////////////////////////////////////////////////////////
+         // this was copied from RDBMS - not sure where/how/if it's being used there though //
+         /////////////////////////////////////////////////////////////////////////////////////
+         if(isCancelled)
+         {
+            throw (new QUserFacingException("Query was cancelled."));
+         }
+         */
+
+         LOG.warn("Error executing query", e);
+         throw new QException("Error executing query", e);
+      }
+      finally
+      {
+         logQuery(getBackendTableName(queryInput.getTable()), "query", queryToLog, queryStartTime);
+
+         if(mongoClientContainer != null)
+         {
+            mongoClientContainer.closeIfNeeded();
+         }
+      }
+   }
+
+}
diff --git a/qqq-backend-module-mongodb/src/main/java/com/kingsrook/qqq/backend/module/mongodb/actions/MongoDBTransaction.java b/qqq-backend-module-mongodb/src/main/java/com/kingsrook/qqq/backend/module/mongodb/actions/MongoDBTransaction.java
new file mode 100644
index 00000000..5e367c84
--- /dev/null
+++ b/qqq-backend-module-mongodb/src/main/java/com/kingsrook/qqq/backend/module/mongodb/actions/MongoDBTransaction.java
@@ -0,0 +1,215 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2022.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.module.mongodb.actions;
+
+
+import java.time.Duration;
+import java.time.Instant;
+import com.kingsrook.qqq.backend.core.actions.QBackendTransaction;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.logging.QLogger;
+import com.kingsrook.qqq.backend.module.mongodb.model.metadata.MongoDBBackendMetaData;
+import com.mongodb.client.ClientSession;
+import com.mongodb.client.MongoClient;
+import static com.kingsrook.qqq.backend.core.logging.LogUtils.logPair;
+
+
+/*******************************************************************************
+ ** MongoDB implementation of backend transaction.
+ **
+ ** Stores a mongoClient and clientSession.
+ **
+ ** Also keeps track of if the specific mongo backend being used supports transactions,
+ ** as, it appears that single-node instances do not, and they throw errors if
+ ** you try to do transaction operations in them...  This is configured by the
+ ** corresponding field in the backend metaData.
+ *******************************************************************************/
+public class MongoDBTransaction extends QBackendTransaction
+{
+   private static final QLogger LOG = QLogger.getLogger(MongoDBTransaction.class);
+
+   private boolean       transactionsSupported;
+   private MongoClient   mongoClient;
+   private ClientSession clientSession;
+
+   private Instant openedAt                  = Instant.now();
+   private Integer logSlowTransactionSeconds = null;
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public MongoDBTransaction(MongoDBBackendMetaData backend, MongoClient mongoClient)
+   {
+      this.transactionsSupported = backend.getTransactionsSupported();
+      ClientSession clientSession = mongoClient.startSession();
+
+      if(transactionsSupported)
+      {
+         clientSession.startTransaction();
+      }
+
+      String propertyName = "qqq.mongodb.logSlowTransactionSeconds";
+      try
+      {
+         logSlowTransactionSeconds = Integer.parseInt(System.getProperty(propertyName, "10"));
+      }
+      catch(Exception e)
+      {
+         LOG.debug("Error reading property [" + propertyName + "] value as integer", e);
+      }
+
+      this.mongoClient = mongoClient;
+      this.clientSession = clientSession;
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Override
+   public void commit() throws QException
+   {
+      try
+      {
+         Instant commitAt = Instant.now();
+
+         Duration duration = Duration.between(openedAt, commitAt);
+         if(logSlowTransactionSeconds != null && duration.compareTo(Duration.ofSeconds(logSlowTransactionSeconds)) > 0)
+         {
+            LOG.info("Committing long-running transaction", logPair("durationSeconds", duration.getSeconds()));
+         }
+         else
+         {
+            LOG.debug("Committing transaction");
+         }
+
+         if(transactionsSupported)
+         {
+            this.clientSession.commitTransaction();
+            LOG.debug("Commit complete");
+         }
+         else
+         {
+            LOG.debug("Request to commit, but transactions not supported in this mongodb backend");
+         }
+      }
+      catch(Exception e)
+      {
+         LOG.error("Error committing transaction", e);
+         throw new QException("Error committing transaction: " + e.getMessage(), e);
+      }
+      finally
+      {
+         /////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+         // reset this - as after one commit, the transaction is essentially re-opened for any future statements that run on it //
+         /////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+         openedAt = Instant.now();
+         if(transactionsSupported)
+         {
+            this.clientSession.startTransaction();
+         }
+      }
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Override
+   public void rollback() throws QException
+   {
+      try
+      {
+         if(transactionsSupported)
+         {
+            LOG.info("Rolling back transaction");
+            this.clientSession.abortTransaction();
+            LOG.info("Rollback complete");
+         }
+         else
+         {
+            LOG.debug("Request to rollback, but transactions not supported in this mongodb backend");
+         }
+      }
+      catch(Exception e)
+      {
+         LOG.error("Error rolling back transaction", e);
+         throw new QException("Error rolling back transaction: " + e.getMessage(), e);
+      }
+      finally
+      {
+         /////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+         // reset this - as after one commit, the transaction is essentially re-opened for any future statements that run on it //
+         /////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+         openedAt = Instant.now();
+         if(transactionsSupported)
+         {
+            this.clientSession.startTransaction();
+         }
+      }
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Override
+   public void close()
+   {
+      try
+      {
+         this.clientSession.close();
+         this.mongoClient.close();
+      }
+      catch(Exception e)
+      {
+         LOG.error("Error closing connection - possible mongo connection leak", e);
+      }
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for mongoClient
+    **
+    *******************************************************************************/
+   public MongoClient getMongoClient()
+   {
+      return mongoClient;
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for clientSession
+    **
+    *******************************************************************************/
+   public ClientSession getClientSession()
+   {
+      return clientSession;
+   }
+}
diff --git a/qqq-backend-module-mongodb/src/main/java/com/kingsrook/qqq/backend/module/mongodb/actions/MongoDBUpdateAction.java b/qqq-backend-module-mongodb/src/main/java/com/kingsrook/qqq/backend/module/mongodb/actions/MongoDBUpdateAction.java
new file mode 100644
index 00000000..92ec2571
--- /dev/null
+++ b/qqq-backend-module-mongodb/src/main/java/com/kingsrook/qqq/backend/module/mongodb/actions/MongoDBUpdateAction.java
@@ -0,0 +1,169 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2022.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.module.mongodb.actions;
+
+
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Map;
+import com.kingsrook.qqq.backend.core.actions.interfaces.UpdateInterface;
+import com.kingsrook.qqq.backend.core.actions.tables.helpers.UpdateActionRecordSplitHelper;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.logging.QLogger;
+import com.kingsrook.qqq.backend.core.model.actions.tables.update.UpdateInput;
+import com.kingsrook.qqq.backend.core.model.actions.tables.update.UpdateOutput;
+import com.kingsrook.qqq.backend.core.model.data.QRecord;
+import com.kingsrook.qqq.backend.core.model.metadata.fields.QFieldMetaData;
+import com.kingsrook.qqq.backend.core.model.metadata.tables.QTableMetaData;
+import com.kingsrook.qqq.backend.core.utils.ListingHash;
+import com.kingsrook.qqq.backend.module.mongodb.model.metadata.MongoDBBackendMetaData;
+import com.mongodb.client.MongoCollection;
+import com.mongodb.client.MongoDatabase;
+import com.mongodb.client.model.Filters;
+import com.mongodb.client.model.Updates;
+import com.mongodb.client.result.UpdateResult;
+import org.bson.Document;
+import org.bson.conversions.Bson;
+import org.bson.types.ObjectId;
+
+
+/*******************************************************************************
+ **
+ *******************************************************************************/
+public class MongoDBUpdateAction extends AbstractMongoDBAction implements UpdateInterface
+{
+   private static final QLogger LOG = QLogger.getLogger(MongoDBUpdateAction.class);
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public UpdateOutput execute(UpdateInput updateInput) throws QException
+   {
+      MongoClientContainer   mongoClientContainer = null;
+      QTableMetaData         table                = updateInput.getTable();
+      String                 backendTableName     = getBackendTableName(table);
+      MongoDBBackendMetaData backend              = (MongoDBBackendMetaData) updateInput.getBackend();
+
+      UpdateActionRecordSplitHelper updateActionRecordSplitHelper = new UpdateActionRecordSplitHelper();
+      updateActionRecordSplitHelper.init(updateInput);
+
+      UpdateOutput rs = new UpdateOutput();
+      rs.setRecords(updateActionRecordSplitHelper.getOutputRecords());
+
+      if(!updateActionRecordSplitHelper.getHaveAnyWithoutErrors())
+      {
+         LOG.info("Exiting early - all records have some error.");
+         return (rs);
+      }
+
+      try
+      {
+         mongoClientContainer = openClient(backend, updateInput.getTransaction());
+         MongoDatabase             database   = mongoClientContainer.getMongoClient().getDatabase(backend.getDatabaseName());
+         MongoCollection<Document> collection = database.getCollection(backendTableName);
+
+         /////////////////////////////////////////////////////////////////////////////////////////////
+         // process each distinct list of fields being updated (e.g., each different SQL statement) //
+         /////////////////////////////////////////////////////////////////////////////////////////////
+         ListingHash<List<String>, QRecord> recordsByFieldBeingUpdated = updateActionRecordSplitHelper.getRecordsByFieldBeingUpdated();
+         for(Map.Entry<List<String>, List<QRecord>> entry : recordsByFieldBeingUpdated.entrySet())
+         {
+            updateRecordsWithMatchingListOfFields(updateInput, mongoClientContainer, collection, table, entry.getValue(), entry.getKey());
+         }
+      }
+      catch(Exception e)
+      {
+         throw new QException("Error executing update: " + e.getMessage(), e);
+      }
+      finally
+      {
+         if(mongoClientContainer != null)
+         {
+            mongoClientContainer.closeIfNeeded();
+         }
+      }
+
+      return (rs);
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   private void updateRecordsWithMatchingListOfFields(UpdateInput updateInput, MongoClientContainer mongoClientContainer, MongoCollection<Document> collection, QTableMetaData table, List<QRecord> recordList, List<String> fieldsBeingUpdated)
+   {
+      boolean allAreTheSame = UpdateActionRecordSplitHelper.areAllValuesBeingUpdatedTheSame(updateInput, recordList, fieldsBeingUpdated);
+      if(allAreTheSame)
+      {
+         /////////////////////////////////////////////////////////////////////////////////////////////////////////////
+         // if all records w/ this set of fields have the same values, we can do 1 big updateMany on the whole list //
+         /////////////////////////////////////////////////////////////////////////////////////////////////////////////
+         updateRecordsWithMatchingValuesAndFields(mongoClientContainer, collection, table, recordList, fieldsBeingUpdated);
+      }
+      else
+      {
+         /////////////////////////////////////////////////////////////////////////
+         // else, if not all are being updated the same, then update one-by-one //
+         /////////////////////////////////////////////////////////////////////////
+         for(QRecord record : recordList)
+         {
+            updateRecordsWithMatchingValuesAndFields(mongoClientContainer, collection, table, List.of(record), fieldsBeingUpdated);
+         }
+      }
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   private void updateRecordsWithMatchingValuesAndFields(MongoClientContainer mongoClientContainer, MongoCollection<Document> collection, QTableMetaData table, List<QRecord> recordList, List<String> fieldsBeingUpdated)
+   {
+      Long       queryStartTime = System.currentTimeMillis();
+      List<Bson> queryToLog     = new ArrayList<>();
+
+      QRecord        firstRecord = recordList.get(0);
+      List<ObjectId> ids         = recordList.stream().map(r -> new ObjectId(r.getValueString("id"))).toList();
+      Bson           filter      = Filters.in("_id", ids);
+      queryToLog.add(filter);
+
+      List<Bson> updates = new ArrayList<>();
+      for(String fieldName : fieldsBeingUpdated)
+      {
+         QFieldMetaData field            = table.getField(fieldName);
+         String         fieldBackendName = getFieldBackendName(field);
+         Bson set = Updates.set(fieldBackendName, firstRecord.getValue(fieldName));
+         updates.add(set);
+         queryToLog.add(set);
+      }
+      Bson changes = Updates.combine(updates);
+
+      UpdateResult updateResult = collection.updateMany(mongoClientContainer.getMongoSession(), filter, changes);
+      // todo - anything with the output??
+
+      logQuery(getBackendTableName(table), "update", queryToLog, queryStartTime);
+   }
+
+}
diff --git a/qqq-backend-module-mongodb/src/main/java/com/kingsrook/qqq/backend/module/mongodb/actions/TimeoutCanceller.java b/qqq-backend-module-mongodb/src/main/java/com/kingsrook/qqq/backend/module/mongodb/actions/TimeoutCanceller.java
new file mode 100644
index 00000000..39b8db11
--- /dev/null
+++ b/qqq-backend-module-mongodb/src/main/java/com/kingsrook/qqq/backend/module/mongodb/actions/TimeoutCanceller.java
@@ -0,0 +1,68 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.module.mongodb.actions;
+
+
+import com.kingsrook.qqq.backend.core.exceptions.QRuntimeException;
+import com.kingsrook.qqq.backend.core.logging.QLogger;
+
+
+/*******************************************************************************
+ ** Helper to cancel statements that timeout.
+ *******************************************************************************/
+public class TimeoutCanceller implements Runnable
+{
+   private static final QLogger              LOG = QLogger.getLogger(TimeoutCanceller.class);
+   private final        MongoClientContainer mongoClientContainer;
+
+
+
+   /*******************************************************************************
+    ** Constructor
+    **
+    *******************************************************************************/
+   public TimeoutCanceller(MongoClientContainer mongoClientContainer)
+   {
+      this.mongoClientContainer = mongoClientContainer;
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Override
+   public void run()
+   {
+      try
+      {
+         mongoClientContainer.closeIfNeeded();
+         LOG.info("Cancelled timed out query");
+      }
+      catch(Exception e)
+      {
+         LOG.warn("Error trying to cancel statement after timeout", e);
+      }
+
+      throw (new QRuntimeException("Statement timed out and was cancelled."));
+   }
+}
diff --git a/qqq-backend-module-mongodb/src/main/java/com/kingsrook/qqq/backend/module/mongodb/model/metadata/MongoDBBackendMetaData.java b/qqq-backend-module-mongodb/src/main/java/com/kingsrook/qqq/backend/module/mongodb/model/metadata/MongoDBBackendMetaData.java
new file mode 100644
index 00000000..2a6d769b
--- /dev/null
+++ b/qqq-backend-module-mongodb/src/main/java/com/kingsrook/qqq/backend/module/mongodb/model/metadata/MongoDBBackendMetaData.java
@@ -0,0 +1,343 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.module.mongodb.model.metadata;
+
+
+import com.kingsrook.qqq.backend.core.instances.QMetaDataVariableInterpreter;
+import com.kingsrook.qqq.backend.core.model.metadata.QBackendMetaData;
+import com.kingsrook.qqq.backend.module.mongodb.MongoDBBackendModule;
+
+
+/*******************************************************************************
+ ** Meta-data to provide details of a MongoDB backend (e.g., connection params)
+ *******************************************************************************/
+public class MongoDBBackendMetaData extends QBackendMetaData
+{
+   private String  host;
+   private Integer port;
+   private String  databaseName;
+   private String  username;
+   private String  password;
+   private String  authSourceDatabase;
+   private String  urlSuffix;
+
+   private boolean transactionsSupported = true;
+
+
+
+   /*******************************************************************************
+    ** Default Constructor.
+    *******************************************************************************/
+   public MongoDBBackendMetaData()
+   {
+      super();
+      setBackendType(MongoDBBackendModule.class);
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter, override to help fluent flows
+    *******************************************************************************/
+   @Override
+   public MongoDBBackendMetaData withName(String name)
+   {
+      setName(name);
+      return this;
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for host
+    **
+    *******************************************************************************/
+   public String getHost()
+   {
+      return host;
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for host
+    **
+    *******************************************************************************/
+   public void setHost(String host)
+   {
+      this.host = host;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent Setter for host
+    **
+    *******************************************************************************/
+   public MongoDBBackendMetaData withHost(String host)
+   {
+      this.host = host;
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for port
+    **
+    *******************************************************************************/
+   public Integer getPort()
+   {
+      return port;
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for port
+    **
+    *******************************************************************************/
+   public void setPort(Integer port)
+   {
+      this.port = port;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent Setter for port
+    **
+    *******************************************************************************/
+   public MongoDBBackendMetaData withPort(Integer port)
+   {
+      this.port = port;
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for username
+    **
+    *******************************************************************************/
+   public String getUsername()
+   {
+      return username;
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for username
+    **
+    *******************************************************************************/
+   public void setUsername(String username)
+   {
+      this.username = username;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent Setter for username
+    **
+    *******************************************************************************/
+   public MongoDBBackendMetaData withUsername(String username)
+   {
+      this.username = username;
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for password
+    **
+    *******************************************************************************/
+   public String getPassword()
+   {
+      return password;
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for password
+    **
+    *******************************************************************************/
+   public void setPassword(String password)
+   {
+      this.password = password;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent Setter for password
+    **
+    *******************************************************************************/
+   public MongoDBBackendMetaData withPassword(String password)
+   {
+      this.password = password;
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    ** Called by the QInstanceEnricher - to do backend-type-specific enrichments.
+    ** Original use case is:  reading secrets into fields (e.g., passwords).
+    *******************************************************************************/
+   @Override
+   public void enrich()
+   {
+      super.enrich();
+      QMetaDataVariableInterpreter interpreter = new QMetaDataVariableInterpreter();
+      username = interpreter.interpret(username);
+      password = interpreter.interpret(password);
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for urlSuffix
+    *******************************************************************************/
+   public String getUrlSuffix()
+   {
+      return (this.urlSuffix);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for urlSuffix
+    *******************************************************************************/
+   public void setUrlSuffix(String urlSuffix)
+   {
+      this.urlSuffix = urlSuffix;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for urlSuffix
+    *******************************************************************************/
+   public MongoDBBackendMetaData withUrlSuffix(String urlSuffix)
+   {
+      this.urlSuffix = urlSuffix;
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for databaseName
+    *******************************************************************************/
+   public String getDatabaseName()
+   {
+      return (this.databaseName);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for databaseName
+    *******************************************************************************/
+   public void setDatabaseName(String databaseName)
+   {
+      this.databaseName = databaseName;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for databaseName
+    *******************************************************************************/
+   public MongoDBBackendMetaData withDatabaseName(String databaseName)
+   {
+      this.databaseName = databaseName;
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for transactionsSupported
+    *******************************************************************************/
+   public boolean getTransactionsSupported()
+   {
+      return (this.transactionsSupported);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for transactionsSupported
+    *******************************************************************************/
+   public void setTransactionsSupported(boolean transactionsSupported)
+   {
+      this.transactionsSupported = transactionsSupported;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for transactionsSupported
+    *******************************************************************************/
+   public MongoDBBackendMetaData withTransactionsSupported(boolean transactionsSupported)
+   {
+      this.transactionsSupported = transactionsSupported;
+      return (this);
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for authSourceDatabase
+    *******************************************************************************/
+   public String getAuthSourceDatabase()
+   {
+      return (this.authSourceDatabase);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for authSourceDatabase
+    *******************************************************************************/
+   public void setAuthSourceDatabase(String authSourceDatabase)
+   {
+      this.authSourceDatabase = authSourceDatabase;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for authSourceDatabase
+    *******************************************************************************/
+   public MongoDBBackendMetaData withAuthSourceDatabase(String authSourceDatabase)
+   {
+      this.authSourceDatabase = authSourceDatabase;
+      return (this);
+   }
+
+}
diff --git a/qqq-backend-module-mongodb/src/main/java/com/kingsrook/qqq/backend/module/mongodb/model/metadata/MongoDBTableBackendDetails.java b/qqq-backend-module-mongodb/src/main/java/com/kingsrook/qqq/backend/module/mongodb/model/metadata/MongoDBTableBackendDetails.java
new file mode 100644
index 00000000..0fa0c381
--- /dev/null
+++ b/qqq-backend-module-mongodb/src/main/java/com/kingsrook/qqq/backend/module/mongodb/model/metadata/MongoDBTableBackendDetails.java
@@ -0,0 +1,81 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.module.mongodb.model.metadata;
+
+
+import com.kingsrook.qqq.backend.core.model.metadata.tables.QTableBackendDetails;
+import com.kingsrook.qqq.backend.module.mongodb.MongoDBBackendModule;
+
+
+/*******************************************************************************
+ ** Extension of QTableBackendDetails, with details specific to a MongoDB table.
+ *******************************************************************************/
+public class MongoDBTableBackendDetails extends QTableBackendDetails
+{
+   private String tableName;
+
+
+
+   /*******************************************************************************
+    ** Default Constructor.
+    *******************************************************************************/
+   public MongoDBTableBackendDetails()
+   {
+      super();
+      setBackendType(MongoDBBackendModule.class);
+   }
+
+
+
+   /*******************************************************************************
+    ** Getter for tableName
+    **
+    *******************************************************************************/
+   public String getTableName()
+   {
+      return tableName;
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for tableName
+    **
+    *******************************************************************************/
+   public void setTableName(String tableName)
+   {
+      this.tableName = tableName;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent Setter for tableName
+    **
+    *******************************************************************************/
+   public MongoDBTableBackendDetails withTableName(String tableName)
+   {
+      this.tableName = tableName;
+      return (this);
+   }
+
+}
diff --git a/qqq-backend-module-mongodb/src/test/java/com/kingsrook/qqq/backend/module/mongodb/BaseTest.java b/qqq-backend-module-mongodb/src/test/java/com/kingsrook/qqq/backend/module/mongodb/BaseTest.java
new file mode 100644
index 00000000..fe937f3a
--- /dev/null
+++ b/qqq-backend-module-mongodb/src/test/java/com/kingsrook/qqq/backend/module/mongodb/BaseTest.java
@@ -0,0 +1,157 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2022.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.module.mongodb;
+
+
+import com.kingsrook.qqq.backend.core.context.QContext;
+import com.kingsrook.qqq.backend.core.logging.QLogger;
+import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
+import com.kingsrook.qqq.backend.core.model.session.QSession;
+import com.kingsrook.qqq.backend.module.mongodb.actions.AbstractMongoDBAction;
+import com.kingsrook.qqq.backend.module.mongodb.actions.MongoClientContainer;
+import com.kingsrook.qqq.backend.module.mongodb.model.metadata.MongoDBBackendMetaData;
+import com.mongodb.client.MongoClient;
+import com.mongodb.client.MongoDatabase;
+import org.junit.jupiter.api.AfterAll;
+import org.junit.jupiter.api.AfterEach;
+import org.junit.jupiter.api.BeforeAll;
+import org.junit.jupiter.api.BeforeEach;
+import org.testcontainers.containers.GenericContainer;
+import org.testcontainers.utility.DockerImageName;
+
+
+/*******************************************************************************
+ ** Base for all tests in this module
+ *******************************************************************************/
+public class BaseTest
+{
+   private static final QLogger LOG = QLogger.getLogger(BaseTest.class);
+
+   private static GenericContainer<?> mongoDBContainer;
+
+   private static final String MONGO_IMAGE = "mongo:4.2.0-bionic";
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @BeforeAll
+   static void beforeAll()
+   {
+      System.setProperty("qqq.mongodb.logQueries", "true");
+
+      mongoDBContainer = new GenericContainer<>(DockerImageName.parse(MONGO_IMAGE))
+         .withEnv("MONGO_INITDB_ROOT_USERNAME", TestUtils.MONGO_USERNAME)
+         .withEnv("MONGO_INITDB_ROOT_PASSWORD", TestUtils.MONGO_PASSWORD)
+         .withEnv("MONGO_INITDB_DATABASE", TestUtils.MONGO_DATABASE)
+         .withExposedPorts(TestUtils.MONGO_PORT);
+
+      mongoDBContainer.start();
+   }
+
+
+
+   /*******************************************************************************
+    ** init the QContext with the instance from TestUtils and a new session
+    *******************************************************************************/
+   @BeforeEach
+   void baseBeforeEach()
+   {
+      QContext.init(TestUtils.defineInstance(), new QSession());
+
+      //////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+      // host could(?) be different, and mapped port will be, so set them in backend meta-data based on our running container //
+      //////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+      MongoDBBackendMetaData backend = (MongoDBBackendMetaData) QContext.getQInstance().getBackend(TestUtils.DEFAULT_BACKEND_NAME);
+      backend.setHost(mongoDBContainer.getHost());
+      backend.setPort(mongoDBContainer.getMappedPort(TestUtils.MONGO_PORT));
+   }
+
+
+
+   /*******************************************************************************
+    ** clear the QContext
+    *******************************************************************************/
+   @AfterEach
+   void baseAfterEach()
+   {
+      clearDatabase();
+
+      QContext.clear();
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   protected static void clearDatabase()
+   {
+      ///////////////////////////////////////
+      // clear test database between tests //
+      ///////////////////////////////////////
+      MongoClient   mongoClient = getMongoClient();
+      MongoDatabase database    = mongoClient.getDatabase(TestUtils.MONGO_DATABASE);
+      database.drop();
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   protected static MongoClient getMongoClient()
+   {
+      MongoDBBackendMetaData backend              = (MongoDBBackendMetaData) QContext.getQInstance().getBackend(TestUtils.DEFAULT_BACKEND_NAME);
+      MongoClientContainer   mongoClientContainer = new AbstractMongoDBAction().openClient(backend, null);
+      MongoClient            mongoClient          = mongoClientContainer.getMongoClient();
+      return mongoClient;
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @AfterAll
+   static void afterAll()
+   {
+      // this.mongoDbReplicaSet.close();
+      mongoDBContainer.close();
+   }
+
+
+
+   /*******************************************************************************
+    ** if needed, re-initialize the QInstance in context.
+    *******************************************************************************/
+   protected static void reInitInstanceInContext(QInstance qInstance)
+   {
+      if(qInstance.equals(QContext.getQInstance()))
+      {
+         LOG.warn("Unexpected condition - the same qInstance that is already in the QContext was passed into reInit.  You probably want a new QInstance object instance.");
+      }
+      QContext.init(qInstance, new QSession());
+   }
+
+}
diff --git a/qqq-backend-module-mongodb/src/test/java/com/kingsrook/qqq/backend/module/mongodb/TestUtils.java b/qqq-backend-module-mongodb/src/test/java/com/kingsrook/qqq/backend/module/mongodb/TestUtils.java
new file mode 100644
index 00000000..9687dff1
--- /dev/null
+++ b/qqq-backend-module-mongodb/src/test/java/com/kingsrook/qqq/backend/module/mongodb/TestUtils.java
@@ -0,0 +1,353 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2022.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.module.mongodb;
+
+
+import java.util.List;
+import com.kingsrook.qqq.backend.core.model.metadata.QAuthenticationType;
+import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
+import com.kingsrook.qqq.backend.core.model.metadata.authentication.QAuthenticationMetaData;
+import com.kingsrook.qqq.backend.core.model.metadata.fields.QFieldMetaData;
+import com.kingsrook.qqq.backend.core.model.metadata.fields.QFieldType;
+import com.kingsrook.qqq.backend.core.model.metadata.joins.JoinOn;
+import com.kingsrook.qqq.backend.core.model.metadata.joins.JoinType;
+import com.kingsrook.qqq.backend.core.model.metadata.joins.QJoinMetaData;
+import com.kingsrook.qqq.backend.core.model.metadata.possiblevalues.PVSValueFormatAndFields;
+import com.kingsrook.qqq.backend.core.model.metadata.possiblevalues.QPossibleValueSource;
+import com.kingsrook.qqq.backend.core.model.metadata.possiblevalues.QPossibleValueSourceType;
+import com.kingsrook.qqq.backend.core.model.metadata.security.QSecurityKeyType;
+import com.kingsrook.qqq.backend.core.model.metadata.security.RecordSecurityLock;
+import com.kingsrook.qqq.backend.core.model.metadata.tables.Association;
+import com.kingsrook.qqq.backend.core.model.metadata.tables.ExposedJoin;
+import com.kingsrook.qqq.backend.core.model.metadata.tables.QTableMetaData;
+import com.kingsrook.qqq.backend.module.mongodb.model.metadata.MongoDBBackendMetaData;
+import com.kingsrook.qqq.backend.module.mongodb.model.metadata.MongoDBTableBackendDetails;
+
+
+/*******************************************************************************
+ ** Test Utils class for this module
+ **
+ ** Note - tons of copying from RDMBS... wouldn't it be nice to share??
+ *******************************************************************************/
+public class TestUtils
+{
+   public static final String DEFAULT_BACKEND_NAME = "default";
+
+   public static final String TABLE_NAME_PERSON = "personTable";
+
+   public static final String TABLE_NAME_STORE               = "store";
+   public static final String TABLE_NAME_ORDER               = "order";
+   public static final String TABLE_NAME_ORDER_INSTRUCTIONS  = "orderInstructions";
+   public static final String TABLE_NAME_ITEM                = "item";
+   public static final String TABLE_NAME_ORDER_LINE          = "orderLine";
+   public static final String TABLE_NAME_LINE_ITEM_EXTRINSIC = "orderLineExtrinsic";
+   public static final String TABLE_NAME_WAREHOUSE           = "warehouse";
+   public static final String TABLE_NAME_WAREHOUSE_STORE_INT = "warehouseStoreInt";
+
+   public static final String SECURITY_KEY_STORE_ALL_ACCESS = "storeAllAccess";
+
+   public static final String  MONGO_USERNAME = "mongoUser";
+   public static final String  MONGO_PASSWORD = "password";
+   public static final Integer MONGO_PORT     = 27017;
+   public static final String  MONGO_DATABASE = "testDatabase";
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public static QInstance defineInstance()
+   {
+      QInstance qInstance = new QInstance();
+      qInstance.addBackend(defineBackend());
+      qInstance.addTable(defineTablePerson());
+      qInstance.addPossibleValueSource(definePvsPerson());
+      addOmsTablesAndJoins(qInstance);
+      qInstance.setAuthentication(defineAuthentication());
+      return (qInstance);
+   }
+
+
+
+   /*******************************************************************************
+    ** Define the authentication used in standard tests - using 'mock' type.
+    **
+    *******************************************************************************/
+   public static QAuthenticationMetaData defineAuthentication()
+   {
+      return new QAuthenticationMetaData()
+         .withName("mock")
+         .withType(QAuthenticationType.MOCK);
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public static MongoDBBackendMetaData defineBackend()
+   {
+      return (new MongoDBBackendMetaData()
+         .withName(DEFAULT_BACKEND_NAME)
+         .withHost("localhost")
+         .withPort(TestUtils.MONGO_PORT)
+         .withUsername(TestUtils.MONGO_USERNAME)
+         .withPassword(TestUtils.MONGO_PASSWORD)
+         .withAuthSourceDatabase("admin")
+         .withDatabaseName(TestUtils.MONGO_DATABASE)
+         .withTransactionsSupported(false));
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public static QTableMetaData defineTablePerson()
+   {
+      return new QTableMetaData()
+         .withName(TABLE_NAME_PERSON)
+         .withLabel("Person")
+         .withRecordLabelFormat("%s %s")
+         .withRecordLabelFields("firstName", "lastName")
+         .withBackendName(DEFAULT_BACKEND_NAME)
+         .withPrimaryKeyField("id")
+         .withField(new QFieldMetaData("id", QFieldType.STRING).withBackendName("_id"))
+         .withField(new QFieldMetaData("createDate", QFieldType.DATE_TIME).withBackendName("metaData.createDate"))
+         .withField(new QFieldMetaData("modifyDate", QFieldType.DATE_TIME).withBackendName("metaData.modifyDate"))
+         .withField(new QFieldMetaData("seqNo", QFieldType.INTEGER))
+         .withField(new QFieldMetaData("firstName", QFieldType.STRING))
+         .withField(new QFieldMetaData("lastName", QFieldType.STRING))
+         .withField(new QFieldMetaData("birthDate", QFieldType.DATE))
+         .withField(new QFieldMetaData("email", QFieldType.STRING))
+         .withField(new QFieldMetaData("isEmployed", QFieldType.BOOLEAN))
+         .withField(new QFieldMetaData("annualSalary", QFieldType.DECIMAL))
+         .withField(new QFieldMetaData("daysWorked", QFieldType.INTEGER))
+         .withField(new QFieldMetaData("homeTown", QFieldType.STRING))
+         .withBackendDetails(new MongoDBTableBackendDetails()
+            .withTableName(TABLE_NAME_PERSON));
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   private static QPossibleValueSource definePvsPerson()
+   {
+      return (new QPossibleValueSource()
+         .withName(TABLE_NAME_PERSON)
+         .withType(QPossibleValueSourceType.TABLE)
+         .withTableName(TABLE_NAME_PERSON)
+         .withValueFormatAndFields(PVSValueFormatAndFields.LABEL_ONLY)
+      );
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   private static void addOmsTablesAndJoins(QInstance qInstance)
+   {
+      qInstance.addTable(defineBaseTable(TABLE_NAME_STORE, "store")
+         .withRecordLabelFormat("%s")
+         .withRecordLabelFields("name")
+         .withRecordSecurityLock(new RecordSecurityLock().withSecurityKeyType(TABLE_NAME_STORE).withFieldName("key"))
+         .withField(new QFieldMetaData("name", QFieldType.STRING))
+      );
+
+      qInstance.addTable(defineBaseTable(TABLE_NAME_ORDER, "order")
+         .withRecordSecurityLock(new RecordSecurityLock().withSecurityKeyType(TABLE_NAME_STORE).withFieldName("storeKey"))
+         .withAssociation(new Association().withName("orderLine").withAssociatedTableName(TABLE_NAME_ORDER_LINE).withJoinName("orderJoinOrderLine"))
+         .withExposedJoin(new ExposedJoin().withJoinTable(TABLE_NAME_ITEM).withJoinPath(List.of("orderJoinOrderLine", "orderLineJoinItem")))
+         .withField(new QFieldMetaData("storeKey", QFieldType.INTEGER).withPossibleValueSourceName(TABLE_NAME_STORE))
+         .withField(new QFieldMetaData("billToPersonId", QFieldType.STRING).withPossibleValueSourceName(TABLE_NAME_PERSON))
+         .withField(new QFieldMetaData("shipToPersonId", QFieldType.STRING).withPossibleValueSourceName(TABLE_NAME_PERSON))
+         .withField(new QFieldMetaData("currentOrderInstructionsId", QFieldType.STRING).withPossibleValueSourceName(TABLE_NAME_PERSON))
+      );
+
+      qInstance.addTable(defineBaseTable(TABLE_NAME_ORDER_INSTRUCTIONS, "order_instructions")
+         .withRecordSecurityLock(new RecordSecurityLock()
+            .withSecurityKeyType(TABLE_NAME_STORE)
+            .withFieldName("order.storeKey")
+            .withJoinNameChain(List.of("orderInstructionsJoinOrder")))
+         .withField(new QFieldMetaData("orderId", QFieldType.STRING))
+         .withField(new QFieldMetaData("instructions", QFieldType.STRING))
+      );
+
+      qInstance.addTable(defineBaseTable(TABLE_NAME_ITEM, "item")
+         .withRecordSecurityLock(new RecordSecurityLock().withSecurityKeyType(TABLE_NAME_STORE).withFieldName("storeKey"))
+         .withExposedJoin(new ExposedJoin().withJoinTable(TABLE_NAME_ORDER).withJoinPath(List.of("orderLineJoinItem", "orderJoinOrderLine")))
+         .withField(new QFieldMetaData("sku", QFieldType.STRING))
+         .withField(new QFieldMetaData("description", QFieldType.STRING))
+         .withField(new QFieldMetaData("storeKey", QFieldType.INTEGER).withPossibleValueSourceName(TABLE_NAME_STORE))
+      );
+
+      qInstance.addTable(defineBaseTable(TABLE_NAME_ORDER_LINE, "order_line")
+         .withRecordSecurityLock(new RecordSecurityLock()
+            .withSecurityKeyType(TABLE_NAME_STORE)
+            .withFieldName("order.storeKey")
+            .withJoinNameChain(List.of("orderJoinOrderLine")))
+         .withAssociation(new Association().withName("extrinsics").withAssociatedTableName(TABLE_NAME_LINE_ITEM_EXTRINSIC).withJoinName("orderLineJoinLineItemExtrinsic"))
+         .withField(new QFieldMetaData("orderId", QFieldType.STRING))
+         .withField(new QFieldMetaData("sku", QFieldType.STRING))
+         .withField(new QFieldMetaData("storeKey", QFieldType.INTEGER).withPossibleValueSourceName(TABLE_NAME_STORE))
+         .withField(new QFieldMetaData("quantity", QFieldType.INTEGER))
+      );
+
+      qInstance.addTable(defineBaseTable(TABLE_NAME_LINE_ITEM_EXTRINSIC, "line_item_extrinsic")
+         .withRecordSecurityLock(new RecordSecurityLock()
+            .withSecurityKeyType(TABLE_NAME_STORE)
+            .withFieldName("order.storeKey")
+            .withJoinNameChain(List.of("orderJoinOrderLine", "orderLineJoinLineItemExtrinsic")))
+         .withField(new QFieldMetaData("id", QFieldType.INTEGER).withIsEditable(false))
+         .withField(new QFieldMetaData("orderLineId", QFieldType.STRING))
+         .withField(new QFieldMetaData("key", QFieldType.STRING))
+         .withField(new QFieldMetaData("value", QFieldType.STRING))
+      );
+
+      qInstance.addTable(defineBaseTable(TABLE_NAME_WAREHOUSE_STORE_INT, "warehouse_store_int")
+         .withField(new QFieldMetaData("warehouseId", QFieldType.STRING))
+         .withField(new QFieldMetaData("storeKey", QFieldType.INTEGER))
+      );
+
+      qInstance.addTable(defineBaseTable(TABLE_NAME_WAREHOUSE, "warehouse")
+         .withRecordSecurityLock(new RecordSecurityLock()
+            .withSecurityKeyType(TABLE_NAME_STORE)
+            .withFieldName(TABLE_NAME_WAREHOUSE_STORE_INT + ".storeKey")
+            .withJoinNameChain(List.of(QJoinMetaData.makeInferredJoinName(TestUtils.TABLE_NAME_WAREHOUSE, TestUtils.TABLE_NAME_WAREHOUSE_STORE_INT)))
+         )
+         .withField(new QFieldMetaData("name", QFieldType.STRING))
+      );
+
+      qInstance.addJoin(new QJoinMetaData()
+         .withType(JoinType.ONE_TO_MANY)
+         .withLeftTable(TestUtils.TABLE_NAME_WAREHOUSE)
+         .withRightTable(TestUtils.TABLE_NAME_WAREHOUSE_STORE_INT)
+         .withInferredName()
+         .withJoinOn(new JoinOn("id", "warehouseId"))
+      );
+
+      qInstance.addJoin(new QJoinMetaData()
+         .withName("orderJoinStore")
+         .withLeftTable(TABLE_NAME_ORDER)
+         .withRightTable(TABLE_NAME_STORE)
+         .withType(JoinType.MANY_TO_ONE)
+         .withJoinOn(new JoinOn("storeKey", "key"))
+      );
+
+      qInstance.addJoin(new QJoinMetaData()
+         .withName("orderJoinBillToPerson")
+         .withLeftTable(TABLE_NAME_ORDER)
+         .withRightTable(TABLE_NAME_PERSON)
+         .withType(JoinType.MANY_TO_ONE)
+         .withJoinOn(new JoinOn("billToPersonId", "id"))
+      );
+
+      qInstance.addJoin(new QJoinMetaData()
+         .withName("orderJoinShipToPerson")
+         .withLeftTable(TABLE_NAME_ORDER)
+         .withRightTable(TABLE_NAME_PERSON)
+         .withType(JoinType.MANY_TO_ONE)
+         .withJoinOn(new JoinOn("shipToPersonId", "id"))
+      );
+
+      qInstance.addJoin(new QJoinMetaData()
+         .withName("itemJoinStore")
+         .withLeftTable(TABLE_NAME_ITEM)
+         .withRightTable(TABLE_NAME_STORE)
+         .withType(JoinType.MANY_TO_ONE)
+         .withJoinOn(new JoinOn("storeKey", "key"))
+      );
+
+      qInstance.addJoin(new QJoinMetaData()
+         .withName("orderJoinOrderLine")
+         .withLeftTable(TABLE_NAME_ORDER)
+         .withRightTable(TABLE_NAME_ORDER_LINE)
+         .withType(JoinType.ONE_TO_MANY)
+         .withJoinOn(new JoinOn("id", "orderId"))
+      );
+
+      qInstance.addJoin(new QJoinMetaData()
+         .withName("orderLineJoinItem")
+         .withLeftTable(TABLE_NAME_ORDER_LINE)
+         .withRightTable(TABLE_NAME_ITEM)
+         .withType(JoinType.MANY_TO_ONE)
+         .withJoinOn(new JoinOn("sku", "sku"))
+         .withJoinOn(new JoinOn("storeKey", "storeKey"))
+      );
+
+      qInstance.addJoin(new QJoinMetaData()
+         .withName("orderLineJoinLineItemExtrinsic")
+         .withLeftTable(TABLE_NAME_ORDER_LINE)
+         .withRightTable(TABLE_NAME_LINE_ITEM_EXTRINSIC)
+         .withType(JoinType.ONE_TO_MANY)
+         .withJoinOn(new JoinOn("id", "orderLineId"))
+      );
+
+      qInstance.addJoin(new QJoinMetaData()
+         .withName("orderJoinCurrentOrderInstructions")
+         .withLeftTable(TABLE_NAME_ORDER)
+         .withRightTable(TABLE_NAME_ORDER_INSTRUCTIONS)
+         .withType(JoinType.ONE_TO_ONE)
+         .withJoinOn(new JoinOn("currentOrderInstructionsId", "id"))
+      );
+
+      qInstance.addJoin(new QJoinMetaData()
+         .withName("orderInstructionsJoinOrder")
+         .withLeftTable(TABLE_NAME_ORDER_INSTRUCTIONS)
+         .withRightTable(TABLE_NAME_ORDER)
+         .withType(JoinType.MANY_TO_ONE)
+         .withJoinOn(new JoinOn("orderId", "id"))
+      );
+
+      qInstance.addPossibleValueSource(new QPossibleValueSource()
+         .withName("store")
+         .withType(QPossibleValueSourceType.TABLE)
+         .withTableName(TABLE_NAME_STORE)
+         .withValueFormatAndFields(PVSValueFormatAndFields.LABEL_ONLY)
+      );
+
+      qInstance.addSecurityKeyType(new QSecurityKeyType()
+         .withName(TABLE_NAME_STORE)
+         .withAllAccessKeyName(SECURITY_KEY_STORE_ALL_ACCESS)
+         .withPossibleValueSourceName(TABLE_NAME_STORE));
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   private static QTableMetaData defineBaseTable(String tableName, String backendTableName)
+   {
+      return new QTableMetaData()
+         .withName(tableName)
+         .withBackendName(DEFAULT_BACKEND_NAME)
+         .withBackendDetails(new MongoDBTableBackendDetails().withTableName(backendTableName))
+         .withPrimaryKeyField("id")
+         .withField(new QFieldMetaData("id", QFieldType.STRING))
+         .withField(new QFieldMetaData("key", QFieldType.INTEGER));
+   }
+
+}
diff --git a/qqq-backend-module-mongodb/src/test/java/com/kingsrook/qqq/backend/module/mongodb/actions/MongoDBAggregateActionTest.java b/qqq-backend-module-mongodb/src/test/java/com/kingsrook/qqq/backend/module/mongodb/actions/MongoDBAggregateActionTest.java
new file mode 100644
index 00000000..a2d98d06
--- /dev/null
+++ b/qqq-backend-module-mongodb/src/test/java/com/kingsrook/qqq/backend/module/mongodb/actions/MongoDBAggregateActionTest.java
@@ -0,0 +1,93 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.module.mongodb.actions;
+
+
+import java.util.List;
+import com.kingsrook.qqq.backend.core.actions.tables.AggregateAction;
+import com.kingsrook.qqq.backend.core.actions.tables.InsertAction;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.model.actions.tables.aggregate.Aggregate;
+import com.kingsrook.qqq.backend.core.model.actions.tables.aggregate.AggregateInput;
+import com.kingsrook.qqq.backend.core.model.actions.tables.aggregate.AggregateOperator;
+import com.kingsrook.qqq.backend.core.model.actions.tables.aggregate.AggregateOutput;
+import com.kingsrook.qqq.backend.core.model.actions.tables.aggregate.GroupBy;
+import com.kingsrook.qqq.backend.core.model.actions.tables.aggregate.QFilterOrderByAggregate;
+import com.kingsrook.qqq.backend.core.model.actions.tables.aggregate.QFilterOrderByGroupBy;
+import com.kingsrook.qqq.backend.core.model.actions.tables.insert.InsertInput;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QQueryFilter;
+import com.kingsrook.qqq.backend.core.model.data.QRecord;
+import com.kingsrook.qqq.backend.core.model.metadata.fields.QFieldType;
+import com.kingsrook.qqq.backend.module.mongodb.BaseTest;
+import com.kingsrook.qqq.backend.module.mongodb.TestUtils;
+import org.junit.jupiter.api.Test;
+
+
+/*******************************************************************************
+ ** Unit test for MongoDBQueryAction 
+ *******************************************************************************/
+class MongoDBAggregateActionTest extends BaseTest
+{
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void test() throws QException
+   {
+      InsertInput insertInput = new InsertInput();
+      insertInput.setTableName(TestUtils.TABLE_NAME_PERSON);
+      insertInput.setRecords(List.of(
+         new QRecord().withValue("firstName", "Darin").withValue("lastName", "Kelkhoff").withValue("isEmployed", true).withValue("annualSalary", 1),
+         new QRecord().withValue("firstName", "Linda").withValue("lastName", "Kelkhoff").withValue("isEmployed", true).withValue("annualSalary", 5),
+         new QRecord().withValue("firstName", "Tim").withValue("lastName", "Chamberlain").withValue("isEmployed", true).withValue("annualSalary", 3),
+         new QRecord().withValue("firstName", "James").withValue("lastName", "Maes").withValue("isEmployed", true).withValue("annualSalary", 5),
+         new QRecord().withValue("firstName", "J.D.").withValue("lastName", "Maes").withValue("isEmployed", false).withValue("annualSalary", 0)
+      ));
+      new InsertAction().execute(insertInput);
+
+      {
+         AggregateInput aggregateInput = new AggregateInput();
+         aggregateInput.setTableName(TestUtils.TABLE_NAME_PERSON);
+         aggregateInput.setFilter(new QQueryFilter()
+            .withOrderBy(new QFilterOrderByAggregate(new Aggregate("annualSalary", AggregateOperator.MAX)).withIsAscending(false))
+            .withOrderBy(new QFilterOrderByGroupBy(new GroupBy(QFieldType.STRING, "lastName")))
+         );
+         aggregateInput.withAggregate(new Aggregate("id", AggregateOperator.COUNT));
+         aggregateInput.withAggregate(new Aggregate("annualSalary", AggregateOperator.SUM));
+         aggregateInput.withAggregate(new Aggregate("annualSalary", AggregateOperator.MAX));
+         aggregateInput.withGroupBy(new GroupBy(QFieldType.STRING, "lastName"));
+         aggregateInput.withGroupBy(new GroupBy(QFieldType.BOOLEAN, "isEmployed"));
+         AggregateOutput aggregateOutput = new AggregateAction().execute(aggregateInput);
+         // todo - actual assertions
+      }
+      {
+         AggregateInput aggregateInput = new AggregateInput();
+         aggregateInput.setTableName(TestUtils.TABLE_NAME_PERSON);
+         aggregateInput.withAggregate(new Aggregate("id", AggregateOperator.COUNT));
+         aggregateInput.withAggregate(new Aggregate("annualSalary", AggregateOperator.AVG));
+         AggregateOutput aggregateOutput = new AggregateAction().execute(aggregateInput);
+         // todo - actual assertions
+      }
+   }
+
+}
\ No newline at end of file
diff --git a/qqq-backend-module-mongodb/src/test/java/com/kingsrook/qqq/backend/module/mongodb/actions/MongoDBCountActionTest.java b/qqq-backend-module-mongodb/src/test/java/com/kingsrook/qqq/backend/module/mongodb/actions/MongoDBCountActionTest.java
new file mode 100644
index 00000000..8f520383
--- /dev/null
+++ b/qqq-backend-module-mongodb/src/test/java/com/kingsrook/qqq/backend/module/mongodb/actions/MongoDBCountActionTest.java
@@ -0,0 +1,80 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.module.mongodb.actions;
+
+
+import java.util.List;
+import com.kingsrook.qqq.backend.core.actions.tables.CountAction;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.model.actions.tables.count.CountInput;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QCriteriaOperator;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QFilterCriteria;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QQueryFilter;
+import com.kingsrook.qqq.backend.module.mongodb.BaseTest;
+import com.kingsrook.qqq.backend.module.mongodb.TestUtils;
+import com.mongodb.client.MongoCollection;
+import com.mongodb.client.MongoDatabase;
+import org.bson.Document;
+import org.junit.jupiter.api.Test;
+import static org.junit.jupiter.api.Assertions.assertEquals;
+
+
+/*******************************************************************************
+ ** Unit test for MongoDBQueryAction 
+ *******************************************************************************/
+class MongoDBCountActionTest extends BaseTest
+{
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void test() throws QException
+   {
+      ////////////////////////////////////////
+      // directly insert some mongo records //
+      ////////////////////////////////////////
+      MongoDatabase             database   = getMongoClient().getDatabase(TestUtils.MONGO_DATABASE);
+      MongoCollection<Document> collection = database.getCollection(TestUtils.TABLE_NAME_PERSON);
+      collection.insertMany(List.of(
+         Document.parse("""
+            {"firstName": "Darin", "lastName": "Kelkhoff"}"""),
+         Document.parse("""
+            {"firstName": "Tylers", "lastName": "Sample"}"""),
+         Document.parse("""
+            {"firstName": "Tylers", "lastName": "Simple"}"""),
+         Document.parse("""
+            {"firstName": "Thom", "lastName": "Chutterloin"}""")
+      ));
+
+      CountInput countInput = new CountInput();
+      countInput.setTableName(TestUtils.TABLE_NAME_PERSON);
+      assertEquals(4, new CountAction().execute(countInput).getCount());
+
+      countInput.setFilter(new QQueryFilter(new QFilterCriteria("firstName", QCriteriaOperator.EQUALS, "Tylers")));
+      assertEquals(2, new CountAction().execute(countInput).getCount());
+
+      countInput.setFilter(new QQueryFilter(new QFilterCriteria("firstName", QCriteriaOperator.EQUALS, "assdf")));
+      assertEquals(0, new CountAction().execute(countInput).getCount());
+   }
+
+}
\ No newline at end of file
diff --git a/qqq-backend-module-mongodb/src/test/java/com/kingsrook/qqq/backend/module/mongodb/actions/MongoDBDeleteActionTest.java b/qqq-backend-module-mongodb/src/test/java/com/kingsrook/qqq/backend/module/mongodb/actions/MongoDBDeleteActionTest.java
new file mode 100644
index 00000000..2cd4a9c7
--- /dev/null
+++ b/qqq-backend-module-mongodb/src/test/java/com/kingsrook/qqq/backend/module/mongodb/actions/MongoDBDeleteActionTest.java
@@ -0,0 +1,102 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.module.mongodb.actions;
+
+
+import java.util.List;
+import com.kingsrook.qqq.backend.core.actions.tables.DeleteAction;
+import com.kingsrook.qqq.backend.core.actions.tables.QueryAction;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.model.actions.tables.delete.DeleteInput;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QCriteriaOperator;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QFilterCriteria;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QQueryFilter;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QueryInput;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QueryOutput;
+import com.kingsrook.qqq.backend.module.mongodb.BaseTest;
+import com.kingsrook.qqq.backend.module.mongodb.TestUtils;
+import com.mongodb.client.MongoCollection;
+import com.mongodb.client.MongoDatabase;
+import org.bson.Document;
+import org.junit.jupiter.api.Test;
+import static org.junit.jupiter.api.Assertions.assertEquals;
+
+
+/*******************************************************************************
+ ** Unit test for MongoDBQueryAction 
+ *******************************************************************************/
+class MongoDBDeleteActionTest extends BaseTest
+{
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void test() throws QException
+   {
+      ////////////////////////////////////////
+      // directly insert some mongo records //
+      ////////////////////////////////////////
+      MongoDatabase             database   = getMongoClient().getDatabase(TestUtils.MONGO_DATABASE);
+      MongoCollection<Document> collection = database.getCollection(TestUtils.TABLE_NAME_PERSON);
+      collection.insertMany(List.of(
+         Document.parse("""
+            {"firstName": "Darin", "lastName": "Kelkhoff"}"""),
+         Document.parse("""
+            {"firstName": "Tylers", "lastName": "Sample"}"""),
+         Document.parse("""
+            {"firstName": "Tylers", "lastName": "Simple"}"""),
+         Document.parse("""
+            {"firstName": "Thom", "lastName": "Chutterloin"}""")
+      ));
+      assertEquals(4, collection.countDocuments());
+
+      //////////////////////////////////////////
+      // do a delete by id (look it up first) //
+      //////////////////////////////////////////
+      {
+         QueryInput queryInput = new QueryInput();
+         queryInput.setTableName(TestUtils.TABLE_NAME_PERSON);
+         queryInput.setFilter(new QQueryFilter(new QFilterCriteria("firstName", QCriteriaOperator.EQUALS, "Darin")));
+         QueryOutput queryOutput = new QueryAction().execute(queryInput);
+         String      id0         = queryOutput.getRecords().get(0).getValueString("id");
+
+         DeleteInput deleteInput = new DeleteInput();
+         deleteInput.setTableName(TestUtils.TABLE_NAME_PERSON);
+         deleteInput.setPrimaryKeys(List.of(id0));
+         assertEquals(1, new DeleteAction().execute(deleteInput).getDeletedRecordCount());
+      }
+      assertEquals(3, collection.countDocuments());
+
+      ///////////////////////////
+      // do a delete by filter //
+      ///////////////////////////
+      {
+         DeleteInput deleteInput = new DeleteInput();
+         deleteInput.setTableName(TestUtils.TABLE_NAME_PERSON);
+         deleteInput.setQueryFilter(new QQueryFilter(new QFilterCriteria("firstName", QCriteriaOperator.EQUALS, "Tylers")));
+         assertEquals(2, new DeleteAction().execute(deleteInput).getDeletedRecordCount());
+      }
+      assertEquals(1, collection.countDocuments());
+   }
+
+}
\ No newline at end of file
diff --git a/qqq-backend-module-mongodb/src/test/java/com/kingsrook/qqq/backend/module/mongodb/actions/MongoDBInsertActionTest.java b/qqq-backend-module-mongodb/src/test/java/com/kingsrook/qqq/backend/module/mongodb/actions/MongoDBInsertActionTest.java
new file mode 100644
index 00000000..10c16f8e
--- /dev/null
+++ b/qqq-backend-module-mongodb/src/test/java/com/kingsrook/qqq/backend/module/mongodb/actions/MongoDBInsertActionTest.java
@@ -0,0 +1,101 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.module.mongodb.actions;
+
+
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import com.kingsrook.qqq.backend.core.actions.tables.InsertAction;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.model.actions.tables.insert.InsertInput;
+import com.kingsrook.qqq.backend.core.model.actions.tables.insert.InsertOutput;
+import com.kingsrook.qqq.backend.core.model.data.QRecord;
+import com.kingsrook.qqq.backend.module.mongodb.BaseTest;
+import com.kingsrook.qqq.backend.module.mongodb.TestUtils;
+import com.mongodb.client.MongoCollection;
+import com.mongodb.client.MongoDatabase;
+import org.bson.Document;
+import org.junit.jupiter.api.Test;
+import static org.assertj.core.api.Assertions.assertThat;
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertNotNull;
+
+
+/*******************************************************************************
+ ** Unit test for MongoDBQueryAction 
+ *******************************************************************************/
+class MongoDBInsertActionTest extends BaseTest
+{
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void test() throws QException
+   {
+      InsertInput insertInput = new InsertInput();
+      insertInput.setTableName(TestUtils.TABLE_NAME_PERSON);
+      insertInput.setRecords(List.of(
+         new QRecord().withValue("firstName", "Darin")
+            .withValue("unmappedField", 1701)
+            .withValue("unmappedList", new ArrayList<>(List.of("A", "B", "C")))
+            .withValue("unmappedObject", new HashMap<>(Map.of("A", 1, "C", true))),
+         new QRecord().withValue("firstName", "Tim"),
+         new QRecord().withValue("firstName", "Tyler")
+      ));
+      InsertOutput insertOutput = new InsertAction().execute(insertInput);
+
+      /////////////////////////////////////////
+      // make sure id got put on all records //
+      /////////////////////////////////////////
+      for(QRecord record : insertOutput.getRecords())
+      {
+         assertNotNull(record.getValueString("id"));
+      }
+
+      ///////////////////////////////////////////////////
+      // directly query mongo for the inserted records //
+      ///////////////////////////////////////////////////
+      MongoDatabase             database   = getMongoClient().getDatabase(TestUtils.MONGO_DATABASE);
+      MongoCollection<Document> collection = database.getCollection(TestUtils.TABLE_NAME_PERSON);
+      assertEquals(3, collection.countDocuments());
+      for(Document document : collection.find())
+      {
+         /////////////////////////////////////////////////////////////
+         // make sure values got set - including some nested values //
+         /////////////////////////////////////////////////////////////
+         assertNotNull(document.get("firstName"));
+         assertNotNull(document.get("metaData"));
+         assertThat(document.get("metaData")).isInstanceOf(Document.class);
+         assertNotNull(((Document) document.get("metaData")).get("createDate"));
+      }
+
+      Document document = collection.find(new Document("firstName", "Darin")).first();
+      assertNotNull(document);
+      assertEquals(1701, document.get("unmappedField"));
+      assertEquals(List.of("A", "B", "C"), document.get("unmappedList"));
+      assertEquals(Map.of("A", 1, "C", true), document.get("unmappedObject"));
+   }
+
+}
\ No newline at end of file
diff --git a/qqq-backend-module-mongodb/src/test/java/com/kingsrook/qqq/backend/module/mongodb/actions/MongoDBQueryActionTest.java b/qqq-backend-module-mongodb/src/test/java/com/kingsrook/qqq/backend/module/mongodb/actions/MongoDBQueryActionTest.java
new file mode 100644
index 00000000..f9bc56db
--- /dev/null
+++ b/qqq-backend-module-mongodb/src/test/java/com/kingsrook/qqq/backend/module/mongodb/actions/MongoDBQueryActionTest.java
@@ -0,0 +1,970 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.module.mongodb.actions;
+
+
+import java.time.Instant;
+import java.time.LocalDate;
+import java.time.temporal.ChronoUnit;
+import java.util.Collections;
+import java.util.List;
+import java.util.Map;
+import java.util.Objects;
+import com.kingsrook.qqq.backend.core.actions.tables.InsertAction;
+import com.kingsrook.qqq.backend.core.actions.tables.QueryAction;
+import com.kingsrook.qqq.backend.core.context.QContext;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.model.actions.tables.insert.InsertInput;
+import com.kingsrook.qqq.backend.core.model.actions.tables.insert.InsertOutput;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QCriteriaOperator;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QFilterCriteria;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QQueryFilter;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QueryInput;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.QueryOutput;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.expressions.Now;
+import com.kingsrook.qqq.backend.core.model.actions.tables.query.expressions.NowWithOffset;
+import com.kingsrook.qqq.backend.core.model.data.QRecord;
+import com.kingsrook.qqq.backend.core.model.session.QSession;
+import com.kingsrook.qqq.backend.module.mongodb.BaseTest;
+import com.kingsrook.qqq.backend.module.mongodb.TestUtils;
+import com.mongodb.client.MongoCollection;
+import com.mongodb.client.MongoDatabase;
+import org.bson.Document;
+import org.junit.jupiter.api.Assertions;
+import org.junit.jupiter.api.BeforeEach;
+import org.junit.jupiter.api.Test;
+import static org.assertj.core.api.Assertions.assertThat;
+import static org.junit.jupiter.api.Assertions.assertEquals;
+
+
+/*******************************************************************************
+ ** Unit test for MongoDBQueryAction 
+ *******************************************************************************/
+class MongoDBQueryActionTest extends BaseTest
+{
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @BeforeEach
+   void beforeEach() throws QException
+   {
+      primeTestDatabase();
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   protected void primeTestDatabase() throws QException
+   {
+      InsertInput insertInput = new InsertInput();
+      insertInput.setTableName(TestUtils.TABLE_NAME_PERSON);
+      insertInput.setRecords(List.of(
+         new QRecord().withValue("seqNo", 1).withValue("firstName", "Darin").withValue("lastName", "Kelkhoff").withValue("birthDate", LocalDate.parse("1980-05-31")).withValue("email", "darin.kelkhoff@gmail.com").withValue("isEmployed", true).withValue("annualSalary", 25000).withValue("daysWorked", 27).withValue("homeTown", "Chester"),
+         new QRecord().withValue("seqNo", 2).withValue("firstName", "James").withValue("lastName", "Maes").withValue("birthDate", LocalDate.parse("1980-05-15")).withValue("email", "jmaes@mmltholdings.com").withValue("isEmployed", true).withValue("annualSalary", 26000).withValue("daysWorked", 124).withValue("homeTown", "Chester"),
+         new QRecord().withValue("seqNo", 3).withValue("firstName", "Tim").withValue("lastName", "Chamberlain").withValue("birthDate", LocalDate.parse("1976-05-28")).withValue("email", "tchamberlain@mmltholdings.com").withValue("isEmployed", false).withValue("annualSalary", null).withValue("daysWorked", 0).withValue("homeTown", "Decatur"),
+         new QRecord().withValue("seqNo", 4).withValue("firstName", "Tyler").withValue("lastName", "Samples").withValue("birthDate", null).withValue("email", "tsamples@mmltholdings.com").withValue("isEmployed", true).withValue("annualSalary", 30000).withValue("daysWorked", 99).withValue("homeTown", "Texas"),
+         new QRecord().withValue("seqNo", 5).withValue("firstName", "Garret").withValue("lastName", "Richardson").withValue("birthDate", LocalDate.parse("1981-01-01")).withValue("email", "grichardson@mmltholdings.com").withValue("isEmployed", true).withValue("annualSalary", 1000000).withValue("daysWorked", 232).withValue("homeTown", null)
+      ));
+      InsertOutput insertOutput = new InsertAction().execute(insertInput);
+
+      MongoDatabase database = getMongoClient().getDatabase(TestUtils.MONGO_DATABASE);
+
+      MongoCollection<Document> storeCollection = database.getCollection(TestUtils.TABLE_NAME_STORE);
+      storeCollection.insertMany(List.of(
+         Document.parse("""
+            {"key":1, "name": "Q-Mart"}"""),
+         Document.parse("""
+            {"key":2, "name": "QQQ 'R' Us"}"""),
+         Document.parse("""
+            {"key":3, "name": "QDepot"}""")
+      ));
+
+      MongoCollection<Document> orderCollection = database.getCollection(TestUtils.TABLE_NAME_ORDER);
+      orderCollection.insertMany(List.of(
+         Document.parse("""
+            {"key": 1, "storeKey":1, "billToPersonId": 1, "shipToPersonId": 1}}"""),
+         Document.parse("""
+            {"key": 2, "storeKey":1, "billToPersonId": 1, "shipToPersonId": 2}}"""),
+         Document.parse("""
+            {"key": 3, "storeKey":1, "billToPersonId": 2, "shipToPersonId": 3}}"""),
+         Document.parse("""
+            {"key": 4, "storeKey":2, "billToPersonId": 4, "shipToPersonId": 5}}"""),
+         Document.parse("""
+            {"key": 5, "storeKey":2, "billToPersonId": 5, "shipToPersonId": 4}}"""),
+         Document.parse("""
+            {"key": 6, "storeKey":3, "billToPersonId": 5, "shipToPersonId": null}}"""),
+         Document.parse("""
+            {"key": 7, "storeKey":3, "billToPersonId": null, "shipToPersonId": 5}"""),
+         Document.parse("""
+            {"key": 8, "storeKey":3, "billToPersonId": null, "shipToPersonId": 5}""")
+      ));
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void test() throws QException
+   {
+      //////////////////////////////////////////////////////////
+      // let's not use the primed-database rows for this test //
+      //////////////////////////////////////////////////////////
+      clearDatabase();
+
+      ////////////////////////////////////////
+      // directly insert some mongo records //
+      ////////////////////////////////////////
+      MongoDatabase             database   = getMongoClient().getDatabase(TestUtils.MONGO_DATABASE);
+      MongoCollection<Document> collection = database.getCollection(TestUtils.TABLE_NAME_PERSON);
+      collection.insertMany(List.of(
+         Document.parse("""
+            {  "metaData": {"createDate": "2023-01-09T01:01:01.123Z", "modifyDate": "2023-01-09T02:02:02.123Z", "oops": "All Crunchberries"},
+               "firstName": "Darin",
+               "lastName": "Kelkhoff",
+               "unmappedField": 1701,
+               "unmappedList": [1,2,3],
+               "unmappedObject": {
+                  "A": "B",
+                  "One": 2,
+                  "subSub": {
+                     "so": true
+                  }
+               }
+            }"""),
+         Document.parse("""
+            {"metaData": {"createDate": "2023-01-09T03:03:03.123Z", "modifyDate": "2023-01-09T04:04:04.123Z"}, "firstName": "Tylers", "lastName": "Sample"}""")
+      ));
+
+      QueryInput queryInput = new QueryInput();
+      queryInput.setTableName(TestUtils.TABLE_NAME_PERSON);
+      QueryOutput queryOutput = new QueryAction().execute(queryInput);
+
+      assertEquals(2, queryOutput.getRecords().size());
+
+      QRecord record = queryOutput.getRecords().get(0);
+      assertEquals(Instant.parse("2023-01-09T01:01:01.123Z"), record.getValueInstant("createDate"));
+      assertEquals(Instant.parse("2023-01-09T02:02:02.123Z"), record.getValueInstant("modifyDate"));
+      assertThat(record.getValue("id")).isInstanceOf(String.class);
+      assertEquals("Darin", record.getValueString("firstName"));
+      assertEquals("Kelkhoff", record.getValueString("lastName"));
+
+      ////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+      // test that un-mapped (or un-structured) fields come through, with their shape as they exist in the mongo record //
+      ////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+      assertEquals(1701, record.getValueInteger("unmappedField"));
+      assertEquals(List.of(1, 2, 3), record.getValue("unmappedList"));
+      assertEquals(Map.of("A", "B", "One", 2, "subSub", Map.of("so", true)), record.getValue("unmappedObject"));
+      assertEquals(Map.of("oops", "All Crunchberries"), record.getValue("metaData"));
+
+      record = queryOutput.getRecords().get(1);
+      assertEquals(Instant.parse("2023-01-09T03:03:03.123Z"), record.getValueInstant("createDate"));
+      assertEquals(Instant.parse("2023-01-09T04:04:04.123Z"), record.getValueInstant("modifyDate"));
+      assertEquals("Tylers", record.getValueString("firstName"));
+      assertEquals("Sample", record.getValueString("lastName"));
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   private QueryInput initQueryRequest()
+   {
+      QueryInput queryInput = new QueryInput();
+      queryInput.setTableName(TestUtils.TABLE_NAME_PERSON);
+      return queryInput;
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   public void testUnfilteredQuery() throws QException
+   {
+      QueryInput  queryInput  = initQueryRequest();
+      QueryOutput queryOutput = new MongoDBQueryAction().execute(queryInput);
+      assertEquals(5, queryOutput.getRecords().size(), "Unfiltered query should find all rows");
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   public void testEqualsQuery() throws QException
+   {
+      String email = "darin.kelkhoff@gmail.com";
+
+      QueryInput queryInput = initQueryRequest();
+      queryInput.setFilter(new QQueryFilter()
+         .withCriteria(new QFilterCriteria()
+            .withFieldName("email")
+            .withOperator(QCriteriaOperator.EQUALS)
+            .withValues(List.of(email)))
+      );
+      QueryOutput queryOutput = new MongoDBQueryAction().execute(queryInput);
+      assertEquals(1, queryOutput.getRecords().size(), "Expected # of rows");
+      assertEquals(email, queryOutput.getRecords().get(0).getValueString("email"), "Should find expected email address");
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   public void testNotEqualsQuery() throws QException
+   {
+      String email = "darin.kelkhoff@gmail.com";
+
+      QueryInput queryInput = initQueryRequest();
+      queryInput.setFilter(new QQueryFilter()
+         .withCriteria(new QFilterCriteria()
+            .withFieldName("email")
+            .withOperator(QCriteriaOperator.NOT_EQUALS)
+            .withValues(List.of(email)))
+      );
+      QueryOutput queryOutput = new MongoDBQueryAction().execute(queryInput);
+      assertEquals(4, queryOutput.getRecords().size(), "Expected # of rows");
+      Assertions.assertTrue(queryOutput.getRecords().stream().noneMatch(r -> r.getValueString("email").equals(email)), "Should NOT find expected email address");
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   public void testNotEqualsOrIsNullQuery() throws QException
+   {
+      /////////////////////////////////////////////////////////////////////////////
+      // 5 rows, 1 has a null salary, 1 has 1,000,000.                           //
+      // first confirm that query for != returns 3 (the null does NOT come back) //
+      // then, confirm that != or is null gives the (more humanly expected) 4.   //
+      /////////////////////////////////////////////////////////////////////////////
+      QueryInput queryInput = initQueryRequest();
+      queryInput.setFilter(new QQueryFilter()
+         .withCriteria(new QFilterCriteria()
+            .withFieldName("annualSalary")
+            .withOperator(QCriteriaOperator.NOT_EQUALS)
+            .withValues(List.of(1_000_000))));
+      QueryOutput queryOutput = new MongoDBQueryAction().execute(queryInput);
+      assertEquals(3, queryOutput.getRecords().size(), "Expected # of rows");
+
+      queryInput = initQueryRequest();
+      queryInput.setFilter(new QQueryFilter()
+         .withCriteria(new QFilterCriteria()
+            .withFieldName("annualSalary")
+            .withOperator(QCriteriaOperator.NOT_EQUALS_OR_IS_NULL)
+            .withValues(List.of(1_000_000))));
+      queryOutput = new MongoDBQueryAction().execute(queryInput);
+      assertEquals(4, queryOutput.getRecords().size(), "Expected # of rows");
+      Assertions.assertTrue(queryOutput.getRecords().stream().noneMatch(r -> Objects.equals(1_000_000, r.getValueInteger("annualSalary"))), "Should NOT find expected salary");
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   public void testInQuery() throws QException
+   {
+      QueryInput queryInput = initQueryRequest();
+      queryInput.setFilter(new QQueryFilter()
+         .withCriteria(new QFilterCriteria()
+            .withFieldName("seqNo")
+            .withOperator(QCriteriaOperator.IN)
+            .withValues(List.of(2, 4)))
+      );
+      QueryOutput queryOutput = new MongoDBQueryAction().execute(queryInput);
+      assertEquals(2, queryOutput.getRecords().size(), "Expected # of rows");
+      Assertions.assertTrue(queryOutput.getRecords().stream().allMatch(r -> r.getValueInteger("seqNo").equals(2) || r.getValueInteger("seqNo").equals(4)), "Should find expected ids");
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   public void testNotInQuery() throws QException
+   {
+      QueryInput queryInput = initQueryRequest();
+      queryInput.setFilter(new QQueryFilter()
+         .withCriteria(new QFilterCriteria()
+            .withFieldName("seqNo")
+            .withOperator(QCriteriaOperator.NOT_IN)
+            .withValues(List.of(2, 3, 4)))
+      );
+      QueryOutput queryOutput = new MongoDBQueryAction().execute(queryInput);
+      assertEquals(2, queryOutput.getRecords().size(), "Expected # of rows");
+      Assertions.assertTrue(queryOutput.getRecords().stream().allMatch(r -> r.getValueInteger("seqNo").equals(1) || r.getValueInteger("seqNo").equals(5)), "Should find expected ids");
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   public void testStartsWith() throws QException
+   {
+      QueryInput queryInput = initQueryRequest();
+      queryInput.setFilter(new QQueryFilter()
+         .withCriteria(new QFilterCriteria()
+            .withFieldName("email")
+            .withOperator(QCriteriaOperator.STARTS_WITH)
+            .withValues(List.of("darin")))
+      );
+      QueryOutput queryOutput = new MongoDBQueryAction().execute(queryInput);
+      assertEquals(1, queryOutput.getRecords().size(), "Expected # of rows");
+      Assertions.assertTrue(queryOutput.getRecords().stream().allMatch(r -> r.getValueString("email").matches("darin.*")), "Should find matching email address");
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   public void testContains() throws QException
+   {
+      QueryInput queryInput = initQueryRequest();
+      queryInput.setFilter(new QQueryFilter()
+         .withCriteria(new QFilterCriteria()
+            .withFieldName("email")
+            .withOperator(QCriteriaOperator.CONTAINS)
+            .withValues(List.of("kelkhoff")))
+      );
+      QueryOutput queryOutput = new MongoDBQueryAction().execute(queryInput);
+      assertEquals(1, queryOutput.getRecords().size(), "Expected # of rows");
+      Assertions.assertTrue(queryOutput.getRecords().stream().allMatch(r -> r.getValueString("email").matches(".*kelkhoff.*")), "Should find matching email address");
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   public void testLike() throws QException
+   {
+      QueryInput queryInput = initQueryRequest();
+      queryInput.setFilter(new QQueryFilter()
+         .withCriteria(new QFilterCriteria()
+            .withFieldName("email")
+            .withOperator(QCriteriaOperator.LIKE)
+            .withValues(List.of("%kelk%")))
+      );
+      QueryOutput queryOutput = new MongoDBQueryAction().execute(queryInput);
+      assertEquals(1, queryOutput.getRecords().size(), "Expected # of rows");
+      Assertions.assertTrue(queryOutput.getRecords().stream().allMatch(r -> r.getValueString("email").matches(".*kelkhoff.*")), "Should find matching email address");
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   public void testNotLike() throws QException
+   {
+      QueryInput queryInput = initQueryRequest();
+      queryInput.setFilter(new QQueryFilter()
+         .withCriteria(new QFilterCriteria()
+            .withFieldName("email")
+            .withOperator(QCriteriaOperator.NOT_LIKE)
+            .withValues(List.of("%kelk%")))
+      );
+      QueryOutput queryOutput = new MongoDBQueryAction().execute(queryInput);
+      assertEquals(4, queryOutput.getRecords().size(), "Expected # of rows");
+      Assertions.assertTrue(queryOutput.getRecords().stream().noneMatch(r -> r.getValueString("email").matches(".*kelkhoff.*")), "Should find matching email address");
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   public void testEndsWith() throws QException
+   {
+      QueryInput queryInput = initQueryRequest();
+      queryInput.setFilter(new QQueryFilter()
+         .withCriteria(new QFilterCriteria()
+            .withFieldName("email")
+            .withOperator(QCriteriaOperator.ENDS_WITH)
+            .withValues(List.of("gmail.com")))
+      );
+      QueryOutput queryOutput = new MongoDBQueryAction().execute(queryInput);
+      assertEquals(1, queryOutput.getRecords().size(), "Expected # of rows");
+      Assertions.assertTrue(queryOutput.getRecords().stream().allMatch(r -> r.getValueString("email").matches(".*gmail.com")), "Should find matching email address");
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   public void testNotStartsWith() throws QException
+   {
+      QueryInput queryInput = initQueryRequest();
+      queryInput.setFilter(new QQueryFilter()
+         .withCriteria(new QFilterCriteria()
+            .withFieldName("email")
+            .withOperator(QCriteriaOperator.NOT_STARTS_WITH)
+            .withValues(List.of("darin")))
+      );
+      QueryOutput queryOutput = new MongoDBQueryAction().execute(queryInput);
+      assertEquals(4, queryOutput.getRecords().size(), "Expected # of rows");
+      Assertions.assertTrue(queryOutput.getRecords().stream().noneMatch(r -> r.getValueString("email").matches("darin.*")), "Should find matching email address");
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   public void testNotContains() throws QException
+   {
+      QueryInput queryInput = initQueryRequest();
+      queryInput.setFilter(new QQueryFilter()
+         .withCriteria(new QFilterCriteria()
+            .withFieldName("email")
+            .withOperator(QCriteriaOperator.NOT_CONTAINS)
+            .withValues(List.of("kelkhoff")))
+      );
+      QueryOutput queryOutput = new MongoDBQueryAction().execute(queryInput);
+      assertEquals(4, queryOutput.getRecords().size(), "Expected # of rows");
+      Assertions.assertTrue(queryOutput.getRecords().stream().noneMatch(r -> r.getValueString("email").matches(".*kelkhoff.*")), "Should find matching email address");
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   public void testNotEndsWith() throws QException
+   {
+      QueryInput queryInput = initQueryRequest();
+      queryInput.setFilter(new QQueryFilter()
+         .withCriteria(new QFilterCriteria()
+            .withFieldName("email")
+            .withOperator(QCriteriaOperator.NOT_ENDS_WITH)
+            .withValues(List.of("gmail.com")))
+      );
+      QueryOutput queryOutput = new MongoDBQueryAction().execute(queryInput);
+      assertEquals(4, queryOutput.getRecords().size(), "Expected # of rows");
+      Assertions.assertTrue(queryOutput.getRecords().stream().noneMatch(r -> r.getValueString("email").matches(".*gmail.com")), "Should find matching email address");
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   public void testLessThanQuery() throws QException
+   {
+      QueryInput queryInput = initQueryRequest();
+      queryInput.setFilter(new QQueryFilter()
+         .withCriteria(new QFilterCriteria()
+            .withFieldName("seqNo")
+            .withOperator(QCriteriaOperator.LESS_THAN)
+            .withValues(List.of(3)))
+      );
+      QueryOutput queryOutput = new MongoDBQueryAction().execute(queryInput);
+      assertEquals(2, queryOutput.getRecords().size(), "Expected # of rows");
+      Assertions.assertTrue(queryOutput.getRecords().stream().allMatch(r -> r.getValueInteger("seqNo").equals(1) || r.getValueInteger("seqNo").equals(2)), "Should find expected ids");
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   public void testLessThanOrEqualsQuery() throws QException
+   {
+      QueryInput queryInput = initQueryRequest();
+      queryInput.setFilter(new QQueryFilter()
+         .withCriteria(new QFilterCriteria()
+            .withFieldName("seqNo")
+            .withOperator(QCriteriaOperator.LESS_THAN_OR_EQUALS)
+            .withValues(List.of(2)))
+      );
+      QueryOutput queryOutput = new MongoDBQueryAction().execute(queryInput);
+      assertEquals(2, queryOutput.getRecords().size(), "Expected # of rows");
+      Assertions.assertTrue(queryOutput.getRecords().stream().allMatch(r -> r.getValueInteger("seqNo").equals(1) || r.getValueInteger("seqNo").equals(2)), "Should find expected ids");
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   public void testGreaterThanQuery() throws QException
+   {
+      QueryInput queryInput = initQueryRequest();
+      queryInput.setFilter(new QQueryFilter()
+         .withCriteria(new QFilterCriteria()
+            .withFieldName("seqNo")
+            .withOperator(QCriteriaOperator.GREATER_THAN)
+            .withValues(List.of(3)))
+      );
+      QueryOutput queryOutput = new MongoDBQueryAction().execute(queryInput);
+      assertEquals(2, queryOutput.getRecords().size(), "Expected # of rows");
+      Assertions.assertTrue(queryOutput.getRecords().stream().allMatch(r -> r.getValueInteger("seqNo").equals(4) || r.getValueInteger("seqNo").equals(5)), "Should find expected ids");
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   public void testGreaterThanOrEqualsQuery() throws QException
+   {
+      QueryInput queryInput = initQueryRequest();
+      queryInput.setFilter(new QQueryFilter()
+         .withCriteria(new QFilterCriteria()
+            .withFieldName("seqNo")
+            .withOperator(QCriteriaOperator.GREATER_THAN_OR_EQUALS)
+            .withValues(List.of(4)))
+      );
+      QueryOutput queryOutput = new MongoDBQueryAction().execute(queryInput);
+      assertEquals(2, queryOutput.getRecords().size(), "Expected # of rows");
+      Assertions.assertTrue(queryOutput.getRecords().stream().allMatch(r -> r.getValueInteger("seqNo").equals(4) || r.getValueInteger("seqNo").equals(5)), "Should find expected ids");
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   public void testIsBlankQuery() throws QException
+   {
+      QueryInput queryInput = initQueryRequest();
+      queryInput.setFilter(new QQueryFilter()
+         .withCriteria(new QFilterCriteria()
+            .withFieldName("birthDate")
+            .withOperator(QCriteriaOperator.IS_BLANK)
+         ));
+      QueryOutput queryOutput = new MongoDBQueryAction().execute(queryInput);
+      assertEquals(1, queryOutput.getRecords().size(), "Expected # of rows");
+      Assertions.assertTrue(queryOutput.getRecords().stream().allMatch(r -> r.getValue("birthDate") == null), "Should find expected row");
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   public void testIsNotBlankQuery() throws QException
+   {
+      QueryInput queryInput = initQueryRequest();
+      queryInput.setFilter(new QQueryFilter()
+         .withCriteria(new QFilterCriteria()
+            .withFieldName("firstName")
+            .withOperator(QCriteriaOperator.IS_NOT_BLANK)
+         ));
+      QueryOutput queryOutput = new MongoDBQueryAction().execute(queryInput);
+      assertEquals(5, queryOutput.getRecords().size(), "Expected # of rows");
+      Assertions.assertTrue(queryOutput.getRecords().stream().allMatch(r -> r.getValue("firstName") != null), "Should find expected rows");
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   public void testBetweenQuery() throws QException
+   {
+      QueryInput queryInput = initQueryRequest();
+      queryInput.setFilter(new QQueryFilter()
+         .withCriteria(new QFilterCriteria()
+            .withFieldName("seqNo")
+            .withOperator(QCriteriaOperator.BETWEEN)
+            .withValues(List.of(2, 4))
+         ));
+      QueryOutput queryOutput = new MongoDBQueryAction().execute(queryInput);
+      assertEquals(3, queryOutput.getRecords().size(), "Expected # of rows");
+      Assertions.assertTrue(queryOutput.getRecords().stream().allMatch(r -> r.getValueInteger("seqNo").equals(2) || r.getValueInteger("seqNo").equals(3) || r.getValueInteger("seqNo").equals(4)), "Should find expected ids");
+   }
+
+
+
+   /*******************************************************************************
+    **
+    * [
+    *    And Filter
+    *    {
+    *       filters=
+    *       [
+    *          Not Filter
+    *          {
+    *             filter=And Filter
+    *             {
+    *                filters=
+    *                [
+    *                   Operator Filter
+    *                   {
+    *                      fieldName='seqNo', operator='$gte', value=2
+    *                   },
+    *                   Operator Filter
+    *                   {
+    *                      fieldName='seqNo', operator='$lte', value=4
+    *                   }
+    *                ]
+    *             }
+    *          }
+    *       ]
+    *    }
+    * ]
+    *******************************************************************************/
+   @Test
+   public void testNotBetweenQuery() throws QException
+   {
+      QueryInput queryInput = initQueryRequest();
+      queryInput.setFilter(new QQueryFilter()
+         .withCriteria(new QFilterCriteria()
+            .withFieldName("seqNo")
+            .withOperator(QCriteriaOperator.NOT_BETWEEN)
+            .withValues(List.of(2, 4))
+         ));
+      QueryOutput queryOutput = new MongoDBQueryAction().execute(queryInput);
+      assertEquals(2, queryOutput.getRecords().size(), "Expected # of rows");
+      Assertions.assertTrue(queryOutput.getRecords().stream().allMatch(r -> r.getValueInteger("seqNo").equals(1) || r.getValueInteger("seqNo").equals(5)), "Should find expected ids");
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   public void testFilterExpressions() throws QException
+   {
+      InsertInput insertInput = new InsertInput();
+      insertInput.setTableName(TestUtils.TABLE_NAME_PERSON);
+      insertInput.setRecords(List.of(
+         new QRecord().withValue("email", "-").withValue("firstName", "past").withValue("lastName", "ExpressionTest").withValue("birthDate", Instant.now().minus(3, ChronoUnit.DAYS)),
+         new QRecord().withValue("email", "-").withValue("firstName", "future").withValue("lastName", "ExpressionTest").withValue("birthDate", Instant.now().plus(3, ChronoUnit.DAYS))
+      ));
+      new InsertAction().execute(insertInput);
+
+      {
+         QueryInput queryInput = initQueryRequest();
+         queryInput.setFilter(new QQueryFilter()
+            .withCriteria(new QFilterCriteria().withFieldName("lastName").withOperator(QCriteriaOperator.EQUALS).withValues(List.of("ExpressionTest")))
+            .withCriteria(new QFilterCriteria().withFieldName("birthDate").withOperator(QCriteriaOperator.LESS_THAN).withValues(List.of(new Now()))));
+         QueryOutput queryOutput = new MongoDBQueryAction().execute(queryInput);
+         assertEquals(1, queryOutput.getRecords().size(), "Expected # of rows");
+         Assertions.assertTrue(queryOutput.getRecords().stream().anyMatch(r -> r.getValue("firstName").equals("past")), "Should find expected row");
+      }
+
+      {
+         QueryInput queryInput = initQueryRequest();
+         queryInput.setFilter(new QQueryFilter()
+            .withCriteria(new QFilterCriteria().withFieldName("lastName").withOperator(QCriteriaOperator.EQUALS).withValues(List.of("ExpressionTest")))
+            .withCriteria(new QFilterCriteria().withFieldName("birthDate").withOperator(QCriteriaOperator.LESS_THAN).withValues(List.of(NowWithOffset.plus(2, ChronoUnit.DAYS)))));
+         QueryOutput queryOutput = new MongoDBQueryAction().execute(queryInput);
+         assertEquals(1, queryOutput.getRecords().size(), "Expected # of rows");
+         Assertions.assertTrue(queryOutput.getRecords().stream().anyMatch(r -> r.getValue("firstName").equals("past")), "Should find expected row");
+      }
+
+      {
+         QueryInput queryInput = initQueryRequest();
+         queryInput.setFilter(new QQueryFilter()
+            .withCriteria(new QFilterCriteria().withFieldName("lastName").withOperator(QCriteriaOperator.EQUALS).withValues(List.of("ExpressionTest")))
+            .withCriteria(new QFilterCriteria().withFieldName("birthDate").withOperator(QCriteriaOperator.GREATER_THAN).withValues(List.of(NowWithOffset.minus(5, ChronoUnit.DAYS)))));
+         QueryOutput queryOutput = new MongoDBQueryAction().execute(queryInput);
+         assertEquals(2, queryOutput.getRecords().size(), "Expected # of rows");
+         Assertions.assertTrue(queryOutput.getRecords().stream().anyMatch(r -> r.getValue("firstName").equals("past")), "Should find expected row");
+         Assertions.assertTrue(queryOutput.getRecords().stream().anyMatch(r -> r.getValue("firstName").equals("future")), "Should find expected row");
+      }
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testEmptyInList() throws QException
+   {
+      QueryInput queryInput = initQueryRequest();
+      queryInput.setFilter(new QQueryFilter().withCriteria(new QFilterCriteria("firstName", QCriteriaOperator.IN, List.of())));
+      QueryOutput queryOutput = new QueryAction().execute(queryInput);
+      assertEquals(0, queryOutput.getRecords().size(), "IN empty list should find nothing.");
+
+      queryInput.setFilter(new QQueryFilter().withCriteria(new QFilterCriteria("firstName", QCriteriaOperator.NOT_IN, List.of())));
+      queryOutput = new QueryAction().execute(queryInput);
+      assertEquals(5, queryOutput.getRecords().size(), "NOT_IN empty list should find everything.");
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testOr() throws QException
+   {
+      QueryInput queryInput = initQueryRequest();
+      queryInput.setFilter(new QQueryFilter()
+         .withBooleanOperator(QQueryFilter.BooleanOperator.OR)
+         .withCriteria(new QFilterCriteria("firstName", QCriteriaOperator.EQUALS, List.of("Darin")))
+         .withCriteria(new QFilterCriteria("firstName", QCriteriaOperator.EQUALS, List.of("Tim")))
+      );
+      QueryOutput queryOutput = new QueryAction().execute(queryInput);
+      assertEquals(2, queryOutput.getRecords().size(), "OR should find 2 rows");
+      assertThat(queryOutput.getRecords()).anyMatch(r -> r.getValueString("firstName").equals("Darin"));
+      assertThat(queryOutput.getRecords()).anyMatch(r -> r.getValueString("firstName").equals("Tim"));
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testNestedFilterAndOrOr() throws QException
+   {
+      QueryInput queryInput = initQueryRequest();
+      queryInput.setFilter(new QQueryFilter()
+         .withBooleanOperator(QQueryFilter.BooleanOperator.OR)
+         .withSubFilters(List.of(
+            new QQueryFilter()
+               .withBooleanOperator(QQueryFilter.BooleanOperator.AND)
+               .withCriteria(new QFilterCriteria("firstName", QCriteriaOperator.EQUALS, List.of("James")))
+               .withCriteria(new QFilterCriteria("lastName", QCriteriaOperator.EQUALS, List.of("Maes"))),
+            new QQueryFilter()
+               .withBooleanOperator(QQueryFilter.BooleanOperator.AND)
+               .withCriteria(new QFilterCriteria("firstName", QCriteriaOperator.EQUALS, List.of("Darin")))
+               .withCriteria(new QFilterCriteria("lastName", QCriteriaOperator.EQUALS, List.of("Kelkhoff")))
+         ))
+      );
+      QueryOutput queryOutput = new QueryAction().execute(queryInput);
+      assertEquals(2, queryOutput.getRecords().size(), "Complex query should find 2 rows");
+      assertThat(queryOutput.getRecords()).anyMatch(r -> r.getValueString("firstName").equals("James") && r.getValueString("lastName").equals("Maes"));
+      assertThat(queryOutput.getRecords()).anyMatch(r -> r.getValueString("firstName").equals("Darin") && r.getValueString("lastName").equals("Kelkhoff"));
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testNestedFilterOrAndAnd() throws QException
+   {
+      QueryInput queryInput = initQueryRequest();
+      queryInput.setFilter(new QQueryFilter()
+         .withBooleanOperator(QQueryFilter.BooleanOperator.AND)
+         .withSubFilters(List.of(
+            new QQueryFilter()
+               .withBooleanOperator(QQueryFilter.BooleanOperator.OR)
+               .withCriteria(new QFilterCriteria("firstName", QCriteriaOperator.EQUALS, List.of("James")))
+               .withCriteria(new QFilterCriteria("firstName", QCriteriaOperator.EQUALS, List.of("Tim"))),
+            new QQueryFilter()
+               .withBooleanOperator(QQueryFilter.BooleanOperator.OR)
+               .withCriteria(new QFilterCriteria("lastName", QCriteriaOperator.EQUALS, List.of("Kelkhoff")))
+               .withCriteria(new QFilterCriteria("lastName", QCriteriaOperator.EQUALS, List.of("Chamberlain")))
+         ))
+      );
+      QueryOutput queryOutput = new QueryAction().execute(queryInput);
+      assertEquals(1, queryOutput.getRecords().size(), "Complex query should find 1 row");
+      assertThat(queryOutput.getRecords()).anyMatch(r -> r.getValueString("firstName").equals("Tim") && r.getValueString("lastName").equals("Chamberlain"));
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testNestedFilterAndTopLevelFilter() throws QException
+   {
+      QueryInput queryInput = initQueryRequest();
+      queryInput.setFilter(new QQueryFilter()
+         .withCriteria(new QFilterCriteria("seqNo", QCriteriaOperator.EQUALS, 3))
+         .withBooleanOperator(QQueryFilter.BooleanOperator.AND)
+         .withSubFilters(List.of(
+            new QQueryFilter()
+               .withBooleanOperator(QQueryFilter.BooleanOperator.OR)
+               .withCriteria(new QFilterCriteria("firstName", QCriteriaOperator.EQUALS, List.of("James")))
+               .withCriteria(new QFilterCriteria("firstName", QCriteriaOperator.EQUALS, List.of("Tim"))),
+            new QQueryFilter()
+               .withBooleanOperator(QQueryFilter.BooleanOperator.OR)
+               .withCriteria(new QFilterCriteria("lastName", QCriteriaOperator.EQUALS, List.of("Kelkhoff")))
+               .withCriteria(new QFilterCriteria("lastName", QCriteriaOperator.EQUALS, List.of("Chamberlain")))
+         ))
+      );
+      QueryOutput queryOutput = new QueryAction().execute(queryInput);
+      assertEquals(1, queryOutput.getRecords().size(), "Complex query should find 1 row");
+      assertThat(queryOutput.getRecords()).anyMatch(r -> r.getValueInteger("seqNo").equals(3) && r.getValueString("firstName").equals("Tim") && r.getValueString("lastName").equals("Chamberlain"));
+
+      queryInput.getFilter().setCriteria(List.of(new QFilterCriteria("seqNo", QCriteriaOperator.NOT_EQUALS, 3)));
+      queryOutput = new QueryAction().execute(queryInput);
+      assertEquals(0, queryOutput.getRecords().size(), "Next complex query should find 0 rows");
+   }
+
+
+
+   /*******************************************************************************
+    ** queries on the store table, where the primary key (id) is the security field
+    *******************************************************************************/
+   @Test
+   void testRecordSecurityPrimaryKeyFieldNoFilters() throws QException
+   {
+      QueryInput queryInput = new QueryInput();
+      queryInput.setTableName(TestUtils.TABLE_NAME_STORE);
+
+      QContext.setQSession(new QSession().withSecurityKeyValue(TestUtils.SECURITY_KEY_STORE_ALL_ACCESS, true));
+      assertThat(new QueryAction().execute(queryInput).getRecords()).hasSize(3);
+
+      QContext.setQSession(new QSession().withSecurityKeyValue(TestUtils.TABLE_NAME_STORE, 1));
+      assertThat(new QueryAction().execute(queryInput).getRecords())
+         .hasSize(1)
+         .anyMatch(r -> r.getValueInteger("key").equals(1));
+
+      QContext.setQSession(new QSession().withSecurityKeyValue(TestUtils.TABLE_NAME_STORE, 2));
+      assertThat(new QueryAction().execute(queryInput).getRecords())
+         .hasSize(1)
+         .anyMatch(r -> r.getValueInteger("key").equals(2));
+
+      QContext.setQSession(new QSession().withSecurityKeyValue(TestUtils.TABLE_NAME_STORE, 5));
+      assertThat(new QueryAction().execute(queryInput).getRecords()).isEmpty();
+
+      QContext.setQSession(new QSession());
+      assertThat(new QueryAction().execute(queryInput).getRecords()).isEmpty();
+
+      QContext.setQSession(new QSession().withSecurityKeyValue(TestUtils.TABLE_NAME_STORE, null));
+      assertThat(new QueryAction().execute(queryInput).getRecords()).isEmpty();
+
+      QContext.setQSession(new QSession().withSecurityKeyValues(Map.of(TestUtils.TABLE_NAME_STORE, Collections.emptyList())));
+      assertThat(new QueryAction().execute(queryInput).getRecords()).isEmpty();
+
+      QContext.setQSession(new QSession().withSecurityKeyValue(TestUtils.TABLE_NAME_STORE, 1).withSecurityKeyValue(TestUtils.TABLE_NAME_STORE, 3));
+      assertThat(new QueryAction().execute(queryInput).getRecords())
+         .hasSize(2)
+         .anyMatch(r -> r.getValueInteger("key").equals(1))
+         .anyMatch(r -> r.getValueInteger("key").equals(3));
+   }
+
+
+
+   /*******************************************************************************
+    ** not really expected to be any different from where we filter on the primary key,
+    ** but just good to make sure
+    *******************************************************************************/
+   @Test
+   void testRecordSecurityForeignKeyFieldNoFilters() throws QException
+   {
+      QueryInput queryInput = new QueryInput();
+      queryInput.setTableName(TestUtils.TABLE_NAME_ORDER);
+
+      QContext.setQSession(new QSession().withSecurityKeyValue(TestUtils.SECURITY_KEY_STORE_ALL_ACCESS, true));
+      assertThat(new QueryAction().execute(queryInput).getRecords()).hasSize(8);
+
+      QContext.setQSession(new QSession().withSecurityKeyValue(TestUtils.TABLE_NAME_STORE, 1));
+      assertThat(new QueryAction().execute(queryInput).getRecords())
+         .hasSize(3)
+         .allMatch(r -> r.getValueInteger("storeKey").equals(1));
+
+      QContext.setQSession(new QSession().withSecurityKeyValue(TestUtils.TABLE_NAME_STORE, 2));
+      assertThat(new QueryAction().execute(queryInput).getRecords())
+         .hasSize(2)
+         .allMatch(r -> r.getValueInteger("storeKey").equals(2));
+
+      QContext.setQSession(new QSession().withSecurityKeyValue(TestUtils.TABLE_NAME_STORE, 5));
+      assertThat(new QueryAction().execute(queryInput).getRecords()).isEmpty();
+
+      QContext.setQSession(new QSession());
+      assertThat(new QueryAction().execute(queryInput).getRecords()).isEmpty();
+
+      QContext.setQSession(new QSession().withSecurityKeyValue(TestUtils.TABLE_NAME_STORE, null));
+      assertThat(new QueryAction().execute(queryInput).getRecords()).isEmpty();
+
+      QContext.setQSession(new QSession().withSecurityKeyValues(Map.of(TestUtils.TABLE_NAME_STORE, Collections.emptyList())));
+      assertThat(new QueryAction().execute(queryInput).getRecords()).isEmpty();
+
+      QContext.setQSession(new QSession().withSecurityKeyValue(TestUtils.TABLE_NAME_STORE, 1).withSecurityKeyValue(TestUtils.TABLE_NAME_STORE, 3));
+      assertThat(new QueryAction().execute(queryInput).getRecords())
+         .hasSize(6)
+         .allMatch(r -> r.getValueInteger("storeKey").equals(1) || r.getValueInteger("storeKey").equals(3));
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void testRecordSecurityWithFilters() throws QException
+   {
+      QueryInput queryInput = new QueryInput();
+      queryInput.setTableName(TestUtils.TABLE_NAME_ORDER);
+
+      queryInput.setFilter(new QQueryFilter(new QFilterCriteria("key", QCriteriaOperator.BETWEEN, List.of(2, 7))));
+      QContext.setQSession(new QSession().withSecurityKeyValue(TestUtils.SECURITY_KEY_STORE_ALL_ACCESS, true));
+      assertThat(new QueryAction().execute(queryInput).getRecords()).hasSize(6);
+
+      queryInput.setFilter(new QQueryFilter(new QFilterCriteria("key", QCriteriaOperator.BETWEEN, List.of(2, 7))));
+      QContext.setQSession(new QSession().withSecurityKeyValue(TestUtils.TABLE_NAME_STORE, 1));
+      assertThat(new QueryAction().execute(queryInput).getRecords())
+         .hasSize(2)
+         .allMatch(r -> r.getValueInteger("storeKey").equals(1));
+
+      queryInput.setFilter(new QQueryFilter(new QFilterCriteria("key", QCriteriaOperator.BETWEEN, List.of(2, 7))));
+      QContext.setQSession(new QSession().withSecurityKeyValue(TestUtils.TABLE_NAME_STORE, 5));
+      assertThat(new QueryAction().execute(queryInput).getRecords()).isEmpty();
+
+      queryInput.setFilter(new QQueryFilter(new QFilterCriteria("key", QCriteriaOperator.BETWEEN, List.of(2, 7))));
+      QContext.setQSession(new QSession());
+      assertThat(new QueryAction().execute(queryInput).getRecords()).isEmpty();
+
+      queryInput.setFilter(new QQueryFilter(new QFilterCriteria("storeKey", QCriteriaOperator.IN, List.of(1, 2))));
+      QContext.setQSession(new QSession().withSecurityKeyValue(TestUtils.TABLE_NAME_STORE, 1).withSecurityKeyValue(TestUtils.TABLE_NAME_STORE, 3));
+      assertThat(new QueryAction().execute(queryInput).getRecords())
+         .hasSize(3)
+         .allMatch(r -> r.getValueInteger("storeKey").equals(1));
+   }
+
+}
\ No newline at end of file
diff --git a/qqq-backend-module-mongodb/src/test/java/com/kingsrook/qqq/backend/module/mongodb/actions/MongoDBTransactionTest.java b/qqq-backend-module-mongodb/src/test/java/com/kingsrook/qqq/backend/module/mongodb/actions/MongoDBTransactionTest.java
new file mode 100644
index 00000000..423703ee
--- /dev/null
+++ b/qqq-backend-module-mongodb/src/test/java/com/kingsrook/qqq/backend/module/mongodb/actions/MongoDBTransactionTest.java
@@ -0,0 +1,114 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.module.mongodb.actions;
+
+
+import java.util.List;
+import com.kingsrook.qqq.backend.core.actions.QBackendTransaction;
+import com.kingsrook.qqq.backend.core.actions.tables.InsertAction;
+import com.kingsrook.qqq.backend.core.context.QContext;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.model.actions.tables.insert.InsertInput;
+import com.kingsrook.qqq.backend.core.model.data.QRecord;
+import com.kingsrook.qqq.backend.module.mongodb.BaseTest;
+import com.kingsrook.qqq.backend.module.mongodb.TestUtils;
+import com.kingsrook.qqq.backend.module.mongodb.model.metadata.MongoDBBackendMetaData;
+import com.mongodb.MongoCommandException;
+import org.junit.jupiter.api.Test;
+import static org.assertj.core.api.Assertions.assertThat;
+import static org.assertj.core.api.Assertions.assertThatThrownBy;
+import static org.junit.jupiter.api.Assertions.assertNotNull;
+
+
+/*******************************************************************************
+ ** Unit test for MongoDBTransaction 
+ *******************************************************************************/
+class MongoDBTransactionTest extends BaseTest
+{
+
+   /*******************************************************************************
+    ** Our testcontainer only runs a single mongo, so it doesn't support transactions.
+    ** The Backend built by TestUtils is configured to with transactionsSupported = false
+    ** make sure things all work like this.
+    *******************************************************************************/
+   @Test
+   void testWithTransactionsDisabled() throws QException
+   {
+      InsertInput insertInput = new InsertInput();
+      insertInput.setTableName(TestUtils.TABLE_NAME_PERSON);
+      insertInput.setRecords(List.of(new QRecord().withValue("firstName", "Darin")));
+
+      QBackendTransaction transaction = QBackendTransaction.openFor(insertInput);
+      assertNotNull(transaction);
+      assertThat(transaction).isInstanceOf(MongoDBTransaction.class);
+      MongoDBTransaction mongoDBTransaction = (MongoDBTransaction) transaction;
+      assertNotNull(mongoDBTransaction.getMongoClient());
+      assertNotNull(mongoDBTransaction.getClientSession());
+
+      insertInput.setTransaction(transaction);
+      new InsertAction().execute(insertInput);
+      transaction.commit();
+   }
+
+
+
+   /*******************************************************************************
+    ** make sure we throw an error if we do turn on transaction support, but our
+    ** mongo backend can't handle them
+    *******************************************************************************/
+   @Test
+   void testWithTransactionsEnabled() throws QException
+   {
+      MongoDBBackendMetaData backend = (MongoDBBackendMetaData) QContext.getQInstance().getBackend(TestUtils.DEFAULT_BACKEND_NAME);
+
+      try
+      {
+         backend.setTransactionsSupported(true);
+
+         InsertInput insertInput = new InsertInput();
+         insertInput.setTableName(TestUtils.TABLE_NAME_PERSON);
+         insertInput.setRecords(List.of(new QRecord().withValue("firstName", "Darin")));
+
+         QBackendTransaction transaction = QBackendTransaction.openFor(insertInput);
+         assertNotNull(transaction);
+         assertThat(transaction).isInstanceOf(MongoDBTransaction.class);
+         MongoDBTransaction mongoDBTransaction = (MongoDBTransaction) transaction;
+         assertNotNull(mongoDBTransaction.getMongoClient());
+         assertNotNull(mongoDBTransaction.getClientSession());
+
+         insertInput.setTransaction(transaction);
+
+         assertThatThrownBy(() -> new InsertAction().execute(insertInput))
+            .isInstanceOf(QException.class)
+            .hasRootCauseInstanceOf(MongoCommandException.class);
+
+         assertThatThrownBy(() -> transaction.commit())
+            .isInstanceOf(QException.class)
+            .hasRootCauseInstanceOf(MongoCommandException.class);
+      }
+      finally
+      {
+         backend.setTransactionsSupported(false);
+      }
+   }
+
+}
\ No newline at end of file
diff --git a/qqq-backend-module-mongodb/src/test/java/com/kingsrook/qqq/backend/module/mongodb/actions/MongoDBUpdateActionTest.java b/qqq-backend-module-mongodb/src/test/java/com/kingsrook/qqq/backend/module/mongodb/actions/MongoDBUpdateActionTest.java
new file mode 100644
index 00000000..334a08ea
--- /dev/null
+++ b/qqq-backend-module-mongodb/src/test/java/com/kingsrook/qqq/backend/module/mongodb/actions/MongoDBUpdateActionTest.java
@@ -0,0 +1,87 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.backend.module.mongodb.actions;
+
+
+import java.time.Instant;
+import java.util.List;
+import com.kingsrook.qqq.backend.core.actions.tables.UpdateAction;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.model.actions.tables.update.UpdateInput;
+import com.kingsrook.qqq.backend.core.model.actions.tables.update.UpdateOutput;
+import com.kingsrook.qqq.backend.core.model.data.QRecord;
+import com.kingsrook.qqq.backend.module.mongodb.BaseTest;
+import com.kingsrook.qqq.backend.module.mongodb.TestUtils;
+import com.mongodb.client.MongoCollection;
+import com.mongodb.client.MongoDatabase;
+import com.mongodb.client.result.InsertManyResult;
+import org.bson.BsonValue;
+import org.bson.Document;
+import org.junit.jupiter.api.Test;
+import static org.junit.jupiter.api.Assertions.assertEquals;
+import static org.junit.jupiter.api.Assertions.assertNotEquals;
+import static org.junit.jupiter.api.Assertions.assertNotNull;
+
+
+/*******************************************************************************
+ ** Unit test for MongoDBUpdateAction
+ *******************************************************************************/
+class MongoDBUpdateActionTest extends BaseTest
+{
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void test() throws QException
+   {
+      ////////////////////////////////////////
+      // directly insert some mongo records //
+      ////////////////////////////////////////
+      MongoDatabase             database   = getMongoClient().getDatabase(TestUtils.MONGO_DATABASE);
+      MongoCollection<Document> collection = database.getCollection(TestUtils.TABLE_NAME_PERSON);
+      InsertManyResult insertManyResult = collection.insertMany(List.of(
+         Document.parse("""
+            {"metaData": {"createDate": "2023-01-09T03:03:03.123Z", "modifyDate": "2023-01-09T04:04:04.123Z"}, "firstName": "Tylers", "lastName": "Sample"}""")
+      ));
+      BsonValue insertedId = insertManyResult.getInsertedIds().values().iterator().next();
+
+      ////////////////////////////////////
+      // update using qqq update action //
+      ////////////////////////////////////
+      UpdateInput updateInput = new UpdateInput();
+      updateInput.setTableName(TestUtils.TABLE_NAME_PERSON);
+      updateInput.setRecords(List.of(
+         new QRecord().withValue("id", insertedId.asObjectId().getValue().toString()).withValue("firstName", "Tyler").withValue("lastName", "Sample")
+      ));
+      UpdateOutput updateOutput = new UpdateAction().execute(updateInput);
+
+      /////////////////////////////////////////////////
+      // directly query mongo for the updated record //
+      /////////////////////////////////////////////////
+      Document document = collection.find(new Document("firstName", "Tyler")).first();
+      assertNotNull(document);
+      assertEquals("Tyler", document.get("firstName"));
+      assertNotEquals(Instant.parse("2023-01-09T04:04:04.123Z"), ((Document) document.get("metaData")).get("modifyDate"));
+   }
+
+}
\ No newline at end of file
diff --git a/qqq-backend-module-rdbms/src/main/java/com/kingsrook/qqq/backend/module/rdbms/RDBMSBackendModule.java b/qqq-backend-module-rdbms/src/main/java/com/kingsrook/qqq/backend/module/rdbms/RDBMSBackendModule.java
index 5a95bea0..b1bffa96 100644
--- a/qqq-backend-module-rdbms/src/main/java/com/kingsrook/qqq/backend/module/rdbms/RDBMSBackendModule.java
+++ b/qqq-backend-module-rdbms/src/main/java/com/kingsrook/qqq/backend/module/rdbms/RDBMSBackendModule.java
@@ -22,20 +22,27 @@
 package com.kingsrook.qqq.backend.module.rdbms;
 
 
+import java.sql.Connection;
+import com.kingsrook.qqq.backend.core.actions.QBackendTransaction;
 import com.kingsrook.qqq.backend.core.actions.interfaces.AggregateInterface;
 import com.kingsrook.qqq.backend.core.actions.interfaces.CountInterface;
 import com.kingsrook.qqq.backend.core.actions.interfaces.DeleteInterface;
 import com.kingsrook.qqq.backend.core.actions.interfaces.InsertInterface;
 import com.kingsrook.qqq.backend.core.actions.interfaces.QueryInterface;
 import com.kingsrook.qqq.backend.core.actions.interfaces.UpdateInterface;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.logging.QLogger;
+import com.kingsrook.qqq.backend.core.model.actions.AbstractTableActionInput;
 import com.kingsrook.qqq.backend.core.model.metadata.QBackendMetaData;
 import com.kingsrook.qqq.backend.core.model.metadata.tables.QTableBackendDetails;
 import com.kingsrook.qqq.backend.core.modules.backend.QBackendModuleInterface;
+import com.kingsrook.qqq.backend.module.rdbms.actions.AbstractRDBMSAction;
 import com.kingsrook.qqq.backend.module.rdbms.actions.RDBMSAggregateAction;
 import com.kingsrook.qqq.backend.module.rdbms.actions.RDBMSCountAction;
 import com.kingsrook.qqq.backend.module.rdbms.actions.RDBMSDeleteAction;
 import com.kingsrook.qqq.backend.module.rdbms.actions.RDBMSInsertAction;
 import com.kingsrook.qqq.backend.module.rdbms.actions.RDBMSQueryAction;
+import com.kingsrook.qqq.backend.module.rdbms.actions.RDBMSTransaction;
 import com.kingsrook.qqq.backend.module.rdbms.actions.RDBMSUpdateAction;
 import com.kingsrook.qqq.backend.module.rdbms.model.metadata.RDBMSBackendMetaData;
 import com.kingsrook.qqq.backend.module.rdbms.model.metadata.RDBMSTableBackendDetails;
@@ -46,6 +53,10 @@ import com.kingsrook.qqq.backend.module.rdbms.model.metadata.RDBMSTableBackendDe
  *******************************************************************************/
 public class RDBMSBackendModule implements QBackendModuleInterface
 {
+   private static final QLogger LOG = QLogger.getLogger(RDBMSBackendModule.class);
+
+
+
    /*******************************************************************************
     ** Method where a backend module must be able to provide its type (name).
     *******************************************************************************/
@@ -142,4 +153,24 @@ public class RDBMSBackendModule implements QBackendModuleInterface
       return (new RDBMSAggregateAction());
    }
 
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Override
+   public QBackendTransaction openTransaction(AbstractTableActionInput input) throws QException
+   {
+      try
+      {
+         LOG.debug("Opening transaction");
+         Connection connection = AbstractRDBMSAction.getConnection(input);
+         return (new RDBMSTransaction(connection));
+      }
+      catch(Exception e)
+      {
+         throw new QException("Error opening transaction: " + e.getMessage(), e);
+      }
+   }
+
 }
diff --git a/qqq-backend-module-rdbms/src/main/java/com/kingsrook/qqq/backend/module/rdbms/actions/AbstractRDBMSAction.java b/qqq-backend-module-rdbms/src/main/java/com/kingsrook/qqq/backend/module/rdbms/actions/AbstractRDBMSAction.java
index ac33f347..fccc54c7 100644
--- a/qqq-backend-module-rdbms/src/main/java/com/kingsrook/qqq/backend/module/rdbms/actions/AbstractRDBMSAction.java
+++ b/qqq-backend-module-rdbms/src/main/java/com/kingsrook/qqq/backend/module/rdbms/actions/AbstractRDBMSAction.java
@@ -40,8 +40,6 @@ import java.util.Optional;
 import java.util.Set;
 import java.util.stream.Collectors;
 import com.kingsrook.qqq.backend.core.actions.ActionHelper;
-import com.kingsrook.qqq.backend.core.actions.QBackendTransaction;
-import com.kingsrook.qqq.backend.core.actions.interfaces.QActionInterface;
 import com.kingsrook.qqq.backend.core.actions.values.QValueFormatter;
 import com.kingsrook.qqq.backend.core.context.QContext;
 import com.kingsrook.qqq.backend.core.exceptions.QException;
@@ -68,6 +66,7 @@ import com.kingsrook.qqq.backend.core.model.metadata.fields.QFieldType;
 import com.kingsrook.qqq.backend.core.model.metadata.joins.JoinOn;
 import com.kingsrook.qqq.backend.core.model.metadata.joins.JoinType;
 import com.kingsrook.qqq.backend.core.model.metadata.joins.QJoinMetaData;
+import com.kingsrook.qqq.backend.core.model.metadata.security.NullValueBehaviorUtil;
 import com.kingsrook.qqq.backend.core.model.metadata.security.QSecurityKeyType;
 import com.kingsrook.qqq.backend.core.model.metadata.security.RecordSecurityLock;
 import com.kingsrook.qqq.backend.core.model.metadata.security.RecordSecurityLockFilters;
@@ -87,7 +86,7 @@ import static com.kingsrook.qqq.backend.core.logging.LogUtils.logPair;
 /*******************************************************************************
  ** Base class for all core actions in the RDBMS module.
  *******************************************************************************/
-public abstract class AbstractRDBMSAction implements QActionInterface
+public abstract class AbstractRDBMSAction
 {
    private static final QLogger LOG = QLogger.getLogger(AbstractRDBMSAction.class);
 
@@ -136,7 +135,7 @@ public abstract class AbstractRDBMSAction implements QActionInterface
    /*******************************************************************************
     ** Get a database connection, per the backend in the request.
     *******************************************************************************/
-   protected Connection getConnection(AbstractTableActionInput qTableRequest) throws SQLException
+   public static Connection getConnection(AbstractTableActionInput qTableRequest) throws SQLException
    {
       ConnectionManager connectionManager = new ConnectionManager();
       return connectionManager.getConnection((RDBMSBackendMetaData) qTableRequest.getBackend());
@@ -469,7 +468,7 @@ public abstract class AbstractRDBMSAction implements QActionInterface
          ///////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
          // handle user with no values -- they can only see null values, and only iff the lock's null-value behavior is ALLOW //
          ///////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
-         if(RecordSecurityLock.NullValueBehavior.ALLOW.equals(recordSecurityLock.getNullValueBehavior()))
+         if(RecordSecurityLock.NullValueBehavior.ALLOW.equals(NullValueBehaviorUtil.getEffectiveNullValueBehavior(recordSecurityLock)))
          {
             lockCriteria.add(new QFilterCriteria(fieldName, QCriteriaOperator.IS_BLANK));
          }
@@ -488,7 +487,7 @@ public abstract class AbstractRDBMSAction implements QActionInterface
          // else, if user/session has some values, build an IN rule -                                                //
          // noting that if the lock's null-value behavior is ALLOW, then we actually want IS_NULL_OR_IN, not just IN //
          //////////////////////////////////////////////////////////////////////////////////////////////////////////////
-         if(RecordSecurityLock.NullValueBehavior.ALLOW.equals(recordSecurityLock.getNullValueBehavior()))
+         if(RecordSecurityLock.NullValueBehavior.ALLOW.equals(NullValueBehaviorUtil.getEffectiveNullValueBehavior(recordSecurityLock)))
          {
             lockCriteria.add(new QFilterCriteria(fieldName, QCriteriaOperator.IS_NULL_OR_IN, securityKeyValues));
          }
@@ -826,27 +825,6 @@ public abstract class AbstractRDBMSAction implements QActionInterface
 
 
 
-   /*******************************************************************************
-    **
-    *******************************************************************************/
-   @Override
-   public QBackendTransaction openTransaction(AbstractTableActionInput input) throws QException
-   {
-      try
-      {
-         LOG.debug("Opening transaction");
-         Connection connection = getConnection(input);
-
-         return (new RDBMSTransaction(connection));
-      }
-      catch(Exception e)
-      {
-         throw new QException("Error opening transaction: " + e.getMessage(), e);
-      }
-   }
-
-
-
    /*******************************************************************************
     **
     *******************************************************************************/
diff --git a/qqq-backend-module-rdbms/src/main/java/com/kingsrook/qqq/backend/module/rdbms/actions/RDBMSInsertAction.java b/qqq-backend-module-rdbms/src/main/java/com/kingsrook/qqq/backend/module/rdbms/actions/RDBMSInsertAction.java
index 9dfc16ea..2a88d43e 100644
--- a/qqq-backend-module-rdbms/src/main/java/com/kingsrook/qqq/backend/module/rdbms/actions/RDBMSInsertAction.java
+++ b/qqq-backend-module-rdbms/src/main/java/com/kingsrook/qqq/backend/module/rdbms/actions/RDBMSInsertAction.java
@@ -24,7 +24,6 @@ package com.kingsrook.qqq.backend.module.rdbms.actions;
 
 import java.io.Serializable;
 import java.sql.Connection;
-import java.time.Instant;
 import java.util.ArrayList;
 import java.util.List;
 import java.util.stream.Collectors;
@@ -38,7 +37,6 @@ import com.kingsrook.qqq.backend.core.model.metadata.fields.QFieldMetaData;
 import com.kingsrook.qqq.backend.core.model.metadata.tables.QTableMetaData;
 import com.kingsrook.qqq.backend.core.utils.CollectionUtils;
 import com.kingsrook.qqq.backend.module.rdbms.jdbc.QueryManager;
-import static com.kingsrook.qqq.backend.core.logging.LogUtils.logPair;
 
 
 /*******************************************************************************
@@ -56,25 +54,7 @@ public class RDBMSInsertAction extends AbstractRDBMSAction implements InsertInte
    public InsertOutput execute(InsertInput insertInput) throws QException
    {
       InsertOutput rs = new InsertOutput();
-
-      if(CollectionUtils.nullSafeIsEmpty(insertInput.getRecords()))
-      {
-         LOG.debug("Insert request called with 0 records.  Returning with no-op", logPair("tableName", insertInput.getTableName()));
-         rs.setRecords(new ArrayList<>());
-         return (rs);
-      }
-
       QTableMetaData table = insertInput.getTable();
-      Instant        now   = Instant.now();
-
-      for(QRecord record : insertInput.getRecords())
-      {
-         ///////////////////////////////////////////
-         // todo .. better (not hard-coded names) //
-         ///////////////////////////////////////////
-         setValueIfTableHasField(record, table, "createDate", now);
-         setValueIfTableHasField(record, table, "modifyDate", now);
-      }
 
       try
       {
diff --git a/qqq-backend-module-rdbms/src/main/java/com/kingsrook/qqq/backend/module/rdbms/actions/RDBMSQueryAction.java b/qqq-backend-module-rdbms/src/main/java/com/kingsrook/qqq/backend/module/rdbms/actions/RDBMSQueryAction.java
index b93b52f2..698a2053 100644
--- a/qqq-backend-module-rdbms/src/main/java/com/kingsrook/qqq/backend/module/rdbms/actions/RDBMSQueryAction.java
+++ b/qqq-backend-module-rdbms/src/main/java/com/kingsrook/qqq/backend/module/rdbms/actions/RDBMSQueryAction.java
@@ -54,6 +54,7 @@ import com.kingsrook.qqq.backend.core.model.metadata.tables.QTableMetaData;
 import com.kingsrook.qqq.backend.core.utils.CollectionUtils;
 import com.kingsrook.qqq.backend.core.utils.Pair;
 import com.kingsrook.qqq.backend.module.rdbms.jdbc.QueryManager;
+import static com.kingsrook.qqq.backend.core.logging.LogUtils.logPair;
 
 
 /*******************************************************************************
@@ -260,7 +261,7 @@ public class RDBMSQueryAction extends AbstractRDBMSAction implements QueryInterf
             throw (new QUserFacingException("Query was cancelled."));
          }
 
-         LOG.warn("Error executing query", e);
+         LOG.warn("Error executing query", e, logPair("tableName", queryInput.getTableName()), logPair("filter", queryInput.getFilter()));
          throw new QException("Error executing query", e);
       }
    }
diff --git a/qqq-backend-module-rdbms/src/main/java/com/kingsrook/qqq/backend/module/rdbms/actions/RDBMSUpdateAction.java b/qqq-backend-module-rdbms/src/main/java/com/kingsrook/qqq/backend/module/rdbms/actions/RDBMSUpdateAction.java
index e53e5b8b..54276782 100644
--- a/qqq-backend-module-rdbms/src/main/java/com/kingsrook/qqq/backend/module/rdbms/actions/RDBMSUpdateAction.java
+++ b/qqq-backend-module-rdbms/src/main/java/com/kingsrook/qqq/backend/module/rdbms/actions/RDBMSUpdateAction.java
@@ -25,19 +25,18 @@ package com.kingsrook.qqq.backend.module.rdbms.actions;
 import java.io.Serializable;
 import java.sql.Connection;
 import java.sql.SQLException;
-import java.time.Instant;
 import java.util.ArrayList;
 import java.util.Collections;
 import java.util.List;
-import java.util.Objects;
+import java.util.Map;
 import java.util.stream.Collectors;
 import com.kingsrook.qqq.backend.core.actions.interfaces.UpdateInterface;
+import com.kingsrook.qqq.backend.core.actions.tables.helpers.UpdateActionRecordSplitHelper;
 import com.kingsrook.qqq.backend.core.exceptions.QException;
 import com.kingsrook.qqq.backend.core.logging.QLogger;
 import com.kingsrook.qqq.backend.core.model.actions.tables.update.UpdateInput;
 import com.kingsrook.qqq.backend.core.model.actions.tables.update.UpdateOutput;
 import com.kingsrook.qqq.backend.core.model.data.QRecord;
-import com.kingsrook.qqq.backend.core.model.metadata.fields.QFieldMetaData;
 import com.kingsrook.qqq.backend.core.model.metadata.tables.QTableMetaData;
 import com.kingsrook.qqq.backend.core.utils.CollectionUtils;
 import com.kingsrook.qqq.backend.core.utils.ListingHash;
@@ -66,60 +65,15 @@ public class RDBMSUpdateAction extends AbstractRDBMSAction implements UpdateInte
     *******************************************************************************/
    public UpdateOutput execute(UpdateInput updateInput) throws QException
    {
-      UpdateOutput rs = new UpdateOutput();
-
-      if(CollectionUtils.nullSafeIsEmpty(updateInput.getRecords()))
-      {
-         LOG.debug("Update request called with 0 records.  Returning with no-op");
-         rs.setRecords(new ArrayList<>());
-         return (rs);
-      }
-
       QTableMetaData table = updateInput.getTable();
-      Instant        now   = Instant.now();
 
-      List<QRecord> outputRecords = new ArrayList<>();
-      rs.setRecords(outputRecords);
+      UpdateActionRecordSplitHelper updateActionRecordSplitHelper = new UpdateActionRecordSplitHelper();
+      updateActionRecordSplitHelper.init(updateInput);
 
-      /////////////////////////////////////////////////////////////////////////////////////////////
-      // we want to do batch updates.  But, since we only update the columns that                //
-      // are present in each record, it means we may have different update SQL for each          //
-      // record.  So, we will first "hash" up the records by their list of fields being updated. //
-      /////////////////////////////////////////////////////////////////////////////////////////////
-      ListingHash<List<String>, QRecord> recordsByFieldBeingUpdated = new ListingHash<>();
-      boolean                            haveAnyWithoutErorrs       = false;
-      for(QRecord record : updateInput.getRecords())
-      {
-         ////////////////////////////////////////////
-         // todo .. better (not a hard-coded name) //
-         ////////////////////////////////////////////
-         setValueIfTableHasField(record, table, "modifyDate", now);
+      UpdateOutput rs = new UpdateOutput();
+      rs.setRecords(updateActionRecordSplitHelper.getOutputRecords());
 
-         List<String> updatableFields = table.getFields().values().stream()
-            .map(QFieldMetaData::getName)
-            // todo - intent here is to avoid non-updateable fields - but this
-            //  should be like based on field.isUpdatable once that attribute exists
-            .filter(name -> !name.equals("id"))
-            .filter(name -> record.getValues().containsKey(name))
-            .toList();
-         recordsByFieldBeingUpdated.add(updatableFields, record);
-
-         if(CollectionUtils.nullSafeIsEmpty(record.getErrors()))
-         {
-            haveAnyWithoutErorrs = true;
-         }
-
-         //////////////////////////////////////////////////////////////////////////////
-         // go ahead and put the record into the output list at this point in time,  //
-         // so that the output list's order matches the input list order             //
-         // note that if we want to capture updated values (like modify dates), then //
-         // we may want a map of primary key to output record, for easy updating.    //
-         //////////////////////////////////////////////////////////////////////////////
-         QRecord outputRecord = new QRecord(record);
-         outputRecords.add(outputRecord);
-      }
-
-      if(!haveAnyWithoutErorrs)
+      if(!updateActionRecordSplitHelper.getHaveAnyWithoutErrors())
       {
          LOG.info("Exiting early - all records have some error.");
          return (rs);
@@ -144,9 +98,10 @@ public class RDBMSUpdateAction extends AbstractRDBMSAction implements UpdateInte
             /////////////////////////////////////////////////////////////////////////////////////////////
             // process each distinct list of fields being updated (e.g., each different SQL statement) //
             /////////////////////////////////////////////////////////////////////////////////////////////
-            for(List<String> fieldsBeingUpdated : recordsByFieldBeingUpdated.keySet())
+            ListingHash<List<String>, QRecord> recordsByFieldBeingUpdated = updateActionRecordSplitHelper.getRecordsByFieldBeingUpdated();
+            for(Map.Entry<List<String>, List<QRecord>> entry : recordsByFieldBeingUpdated.entrySet())
             {
-               updateRecordsWithMatchingListOfFields(updateInput, connection, table, recordsByFieldBeingUpdated.get(fieldsBeingUpdated), fieldsBeingUpdated);
+               updateRecordsWithMatchingListOfFields(updateInput, connection, table, entry.getValue(), entry.getKey());
             }
          }
          finally
@@ -177,16 +132,7 @@ public class RDBMSUpdateAction extends AbstractRDBMSAction implements UpdateInte
       // check for an optimization - if all of the records have the same values for //
       // all fields being updated, just do 1 update, with an IN list on the ids.    //
       ////////////////////////////////////////////////////////////////////////////////
-      boolean allAreTheSame;
-      if(updateInput.getAreAllValuesBeingUpdatedTheSame() != null)
-      {
-         allAreTheSame = updateInput.getAreAllValuesBeingUpdatedTheSame();
-      }
-      else
-      {
-         allAreTheSame = areAllValuesBeingUpdatedTheSame(recordList, fieldsBeingUpdated);
-      }
-
+      boolean allAreTheSame = UpdateActionRecordSplitHelper.areAllValuesBeingUpdatedTheSame(updateInput, recordList, fieldsBeingUpdated);
       if(allAreTheSame)
       {
          updateRecordsWithMatchingValuesAndFields(updateInput, connection, table, recordList, fieldsBeingUpdated);
@@ -312,43 +258,6 @@ public class RDBMSUpdateAction extends AbstractRDBMSAction implements UpdateInte
 
 
 
-   /*******************************************************************************
-    **
-    *******************************************************************************/
-   private boolean areAllValuesBeingUpdatedTheSame(List<QRecord> recordList, List<String> fieldsBeingUpdated)
-   {
-      if(recordList.size() == 1)
-      {
-         return (true);
-      }
-
-      QRecord record0 = recordList.get(0);
-      for(int i = 1; i < recordList.size(); i++)
-      {
-         QRecord record = recordList.get(i);
-
-         if(CollectionUtils.nullSafeHasContents(record.getErrors()))
-         {
-            ///////////////////////////////////////////////////////
-            // skip records w/ errors (that we won't be updating //
-            ///////////////////////////////////////////////////////
-            continue;
-         }
-
-         for(String fieldName : fieldsBeingUpdated)
-         {
-            if(!Objects.equals(record0.getValue(fieldName), record.getValue(fieldName)))
-            {
-               return (false);
-            }
-         }
-      }
-
-      return (true);
-   }
-
-
-
    /*******************************************************************************
     **
     *******************************************************************************/
diff --git a/qqq-backend-module-rdbms/src/test/java/com/kingsrook/qqq/backend/module/rdbms/actions/RDBMSActionTest.java b/qqq-backend-module-rdbms/src/test/java/com/kingsrook/qqq/backend/module/rdbms/actions/RDBMSActionTest.java
index 3770dd40..e9b490fc 100644
--- a/qqq-backend-module-rdbms/src/test/java/com/kingsrook/qqq/backend/module/rdbms/actions/RDBMSActionTest.java
+++ b/qqq-backend-module-rdbms/src/test/java/com/kingsrook/qqq/backend/module/rdbms/actions/RDBMSActionTest.java
@@ -40,7 +40,7 @@ public class RDBMSActionTest extends BaseTest
     **
     *******************************************************************************/
    @AfterEach
-   private void afterEachRDBMSActionTest()
+   void afterEachRDBMSActionTest()
    {
       QueryManager.resetPageSize();
       QueryManager.resetStatistics();
diff --git a/qqq-backend-module-rdbms/src/test/java/com/kingsrook/qqq/backend/module/rdbms/actions/RDBMSCountActionTest.java b/qqq-backend-module-rdbms/src/test/java/com/kingsrook/qqq/backend/module/rdbms/actions/RDBMSCountActionTest.java
index bc50da8a..29247bc7 100644
--- a/qqq-backend-module-rdbms/src/test/java/com/kingsrook/qqq/backend/module/rdbms/actions/RDBMSCountActionTest.java
+++ b/qqq-backend-module-rdbms/src/test/java/com/kingsrook/qqq/backend/module/rdbms/actions/RDBMSCountActionTest.java
@@ -196,7 +196,7 @@ public class RDBMSCountActionTest extends RDBMSActionTest
       QContext.setQSession(new QSession().withSecurityKeyValue(TestUtils.SECURITY_KEY_STORE_ALL_ACCESS, true));
       assertThat(new CountAction().execute(countInput).getCount()).isEqualTo(8);
 
-      QContext.setQSession(new QSession().withSecurityKeyValues(TestUtils.TABLE_NAME_STORE, List.of(2, 3)));
+      QContext.setQSession(new QSession().withSecurityKeyValue(TestUtils.TABLE_NAME_STORE, 2).withSecurityKeyValue(TestUtils.TABLE_NAME_STORE, 3));
       assertThat(new CountAction().execute(countInput).getCount()).isEqualTo(5);
    }
 
diff --git a/qqq-backend-module-rdbms/src/test/java/com/kingsrook/qqq/backend/module/rdbms/actions/RDBMSInsertActionTest.java b/qqq-backend-module-rdbms/src/test/java/com/kingsrook/qqq/backend/module/rdbms/actions/RDBMSInsertActionTest.java
index f1bc1763..6a3cb3a8 100644
--- a/qqq-backend-module-rdbms/src/test/java/com/kingsrook/qqq/backend/module/rdbms/actions/RDBMSInsertActionTest.java
+++ b/qqq-backend-module-rdbms/src/test/java/com/kingsrook/qqq/backend/module/rdbms/actions/RDBMSInsertActionTest.java
@@ -65,7 +65,7 @@ public class RDBMSInsertActionTest extends RDBMSActionTest
    {
       InsertInput insertInput = initInsertRequest();
       insertInput.setRecords(null);
-      InsertOutput insertOutput = new RDBMSInsertAction().execute(insertInput);
+      InsertOutput insertOutput = new InsertAction().execute(insertInput);
       assertEquals(0, insertOutput.getRecords().size());
    }
 
@@ -79,7 +79,7 @@ public class RDBMSInsertActionTest extends RDBMSActionTest
    {
       InsertInput insertInput = initInsertRequest();
       insertInput.setRecords(Collections.emptyList());
-      InsertOutput insertOutput = new RDBMSInsertAction().execute(insertInput);
+      InsertOutput insertOutput = new InsertAction().execute(insertInput);
       assertEquals(0, insertOutput.getRecords().size());
    }
 
@@ -98,7 +98,7 @@ public class RDBMSInsertActionTest extends RDBMSActionTest
          .withValue("email", "jamestk@starfleet.net")
          .withValue("birthDate", "2210-05-20");
       insertInput.setRecords(List.of(record));
-      InsertOutput insertOutput = new RDBMSInsertAction().execute(insertInput);
+      InsertOutput insertOutput = new InsertAction().execute(insertInput);
       assertEquals(1, insertOutput.getRecords().size(), "Should return 1 row");
       assertNotNull(insertOutput.getRecords().get(0).getValue("id"), "Should have an id in the row");
       // todo - add errors to QRecord? assertTrue(insertResult.getRecords().stream().noneMatch(qrs -> CollectionUtils.nullSafeHasContents(qrs.getErrors())), "There should be no errors");
@@ -132,7 +132,7 @@ public class RDBMSInsertActionTest extends RDBMSActionTest
          .withValue("email", "doctor@starfleet.net")
          .withValue("birthDate", "2320-06-26");
       insertInput.setRecords(List.of(record1, record2, record3));
-      InsertOutput insertOutput = new RDBMSInsertAction().execute(insertInput);
+      InsertOutput insertOutput = new InsertAction().execute(insertInput);
       assertEquals(3, insertOutput.getRecords().size(), "Should return right # of rows");
       assertEquals(6, insertOutput.getRecords().get(0).getValue("id"), "Should have next id in the row");
       assertEquals(7, insertOutput.getRecords().get(1).getValue("id"), "Should have next id in the row");
diff --git a/qqq-backend-module-rdbms/src/test/java/com/kingsrook/qqq/backend/module/rdbms/actions/RDBMSQueryActionTest.java b/qqq-backend-module-rdbms/src/test/java/com/kingsrook/qqq/backend/module/rdbms/actions/RDBMSQueryActionTest.java
index 01c2c65c..223fa5f4 100644
--- a/qqq-backend-module-rdbms/src/test/java/com/kingsrook/qqq/backend/module/rdbms/actions/RDBMSQueryActionTest.java
+++ b/qqq-backend-module-rdbms/src/test/java/com/kingsrook/qqq/backend/module/rdbms/actions/RDBMSQueryActionTest.java
@@ -635,7 +635,7 @@ public class RDBMSQueryActionTest extends RDBMSActionTest
       insertInput.setTableName(TestUtils.TABLE_NAME_PERSON);
 
       InsertAction        insertAction = new InsertAction();
-      QBackendTransaction transaction  = insertAction.openTransaction(insertInput);
+      QBackendTransaction transaction  = QBackendTransaction.openFor(insertInput);
 
       insertInput.setTransaction(transaction);
       insertInput.setRecords(List.of(
@@ -1325,13 +1325,13 @@ public class RDBMSQueryActionTest extends RDBMSActionTest
       QContext.setQSession(new QSession());
       assertThat(new QueryAction().execute(queryInput).getRecords()).isEmpty();
 
-      QContext.setQSession(new QSession().withSecurityKeyValues(TestUtils.TABLE_NAME_STORE, null));
+      QContext.setQSession(new QSession().withSecurityKeyValue(TestUtils.TABLE_NAME_STORE, null));
       assertThat(new QueryAction().execute(queryInput).getRecords()).isEmpty();
 
-      QContext.setQSession(new QSession().withSecurityKeyValues(TestUtils.TABLE_NAME_STORE, Collections.emptyList()));
+      QContext.setQSession(new QSession().withSecurityKeyValues(Map.of(TestUtils.TABLE_NAME_STORE, Collections.emptyList())));
       assertThat(new QueryAction().execute(queryInput).getRecords()).isEmpty();
 
-      QContext.setQSession(new QSession().withSecurityKeyValues(TestUtils.TABLE_NAME_STORE, List.of(1, 3)));
+      QContext.setQSession(new QSession().withSecurityKeyValue(TestUtils.TABLE_NAME_STORE, 1).withSecurityKeyValue(TestUtils.TABLE_NAME_STORE, 3));
       assertThat(new QueryAction().execute(queryInput).getRecords())
          .hasSize(2)
          .anyMatch(r -> r.getValueInteger("id").equals(1))
@@ -1369,13 +1369,13 @@ public class RDBMSQueryActionTest extends RDBMSActionTest
       QContext.setQSession(new QSession());
       assertThat(new QueryAction().execute(queryInput).getRecords()).isEmpty();
 
-      QContext.setQSession(new QSession().withSecurityKeyValues(TestUtils.TABLE_NAME_STORE, null));
+      QContext.setQSession(new QSession().withSecurityKeyValue(TestUtils.TABLE_NAME_STORE, null));
       assertThat(new QueryAction().execute(queryInput).getRecords()).isEmpty();
 
-      QContext.setQSession(new QSession().withSecurityKeyValues(TestUtils.TABLE_NAME_STORE, Collections.emptyList()));
+      QContext.setQSession(new QSession().withSecurityKeyValues(Map.of(TestUtils.TABLE_NAME_STORE, Collections.emptyList())));
       assertThat(new QueryAction().execute(queryInput).getRecords()).isEmpty();
 
-      QContext.setQSession(new QSession().withSecurityKeyValues(TestUtils.TABLE_NAME_STORE, List.of(1, 3)));
+      QContext.setQSession(new QSession().withSecurityKeyValue(TestUtils.TABLE_NAME_STORE, 1).withSecurityKeyValue(TestUtils.TABLE_NAME_STORE, 3));
       assertThat(new QueryAction().execute(queryInput).getRecords())
          .hasSize(6)
          .allMatch(r -> r.getValueInteger("storeId").equals(1) || r.getValueInteger("storeId").equals(3));
@@ -1411,7 +1411,7 @@ public class RDBMSQueryActionTest extends RDBMSActionTest
       assertThat(new QueryAction().execute(queryInput).getRecords()).isEmpty();
 
       queryInput.setFilter(new QQueryFilter(new QFilterCriteria("storeId", QCriteriaOperator.IN, List.of(1, 2))));
-      QContext.setQSession(new QSession().withSecurityKeyValues(TestUtils.TABLE_NAME_STORE, List.of(1, 3)));
+      QContext.setQSession(new QSession().withSecurityKeyValue(TestUtils.TABLE_NAME_STORE, 1).withSecurityKeyValue(TestUtils.TABLE_NAME_STORE, 3));
       assertThat(new QueryAction().execute(queryInput).getRecords())
          .hasSize(3)
          .allMatch(r -> r.getValueInteger("storeId").equals(1));
@@ -1556,10 +1556,17 @@ public class RDBMSQueryActionTest extends RDBMSActionTest
       ///////////////////////////////////////////////////////////////////////////////////////////////////////////////////
       // user with list of all ids shouldn't see the nulls (given that default null-behavior on this key type is DENY) //
       ///////////////////////////////////////////////////////////////////////////////////////////////////////////////////
-      QContext.setQSession(new QSession().withSecurityKeyValues(TestUtils.TABLE_NAME_STORE, List.of(1, 2, 3, 4, 5)));
-      assertThat(new QueryAction().execute(queryInput).getRecords())
-         .hasSize(8)
-         .noneMatch(hasNullStoreId);
+      {
+         QSession qSession = new QSession();
+         for(Integer i : List.of(1, 2, 3, 4, 5))
+         {
+            qSession.withSecurityKeyValue(TestUtils.TABLE_NAME_STORE, i);
+         }
+         QContext.setQSession(qSession);
+         assertThat(new QueryAction().execute(queryInput).getRecords())
+            .hasSize(8)
+            .noneMatch(hasNullStoreId);
+      }
 
       //////////////////////////////////////////////////////////////////////////
       // specifically set the null behavior to deny - repeat the last 2 tests //
@@ -1569,10 +1576,17 @@ public class RDBMSQueryActionTest extends RDBMSActionTest
       QContext.setQSession(new QSession());
       assertThat(new QueryAction().execute(queryInput).getRecords()).isEmpty();
 
-      QContext.setQSession(new QSession().withSecurityKeyValues(TestUtils.TABLE_NAME_STORE, List.of(1, 2, 3, 4, 5)));
-      assertThat(new QueryAction().execute(queryInput).getRecords())
-         .hasSize(8)
-         .noneMatch(hasNullStoreId);
+      {
+         QSession qSession = new QSession();
+         for(Integer i : List.of(1, 2, 3, 4, 5))
+         {
+            qSession.withSecurityKeyValue(TestUtils.TABLE_NAME_STORE, i);
+         }
+         QContext.setQSession(qSession);
+         assertThat(new QueryAction().execute(queryInput).getRecords())
+            .hasSize(8)
+            .noneMatch(hasNullStoreId);
+      }
 
       ///////////////////////////////////
       // change null behavior to ALLOW //
@@ -1598,10 +1612,17 @@ public class RDBMSQueryActionTest extends RDBMSActionTest
       ////////////////////////////////////////////////////
       // user with list of all ids should see the nulls //
       ////////////////////////////////////////////////////
-      QContext.setQSession(new QSession().withSecurityKeyValues(TestUtils.TABLE_NAME_STORE, List.of(1, 2, 3, 4, 5)));
-      assertThat(new QueryAction().execute(queryInput).getRecords())
-         .hasSize(10)
-         .anyMatch(hasNullStoreId);
+      {
+         QSession qSession = new QSession();
+         for(Integer i : List.of(1, 2, 3, 4, 5))
+         {
+            qSession.withSecurityKeyValue(TestUtils.TABLE_NAME_STORE, i);
+         }
+         QContext.setQSession(qSession);
+         assertThat(new QueryAction().execute(queryInput).getRecords())
+            .hasSize(10)
+            .anyMatch(hasNullStoreId);
+      }
    }
 
 
@@ -1644,7 +1665,7 @@ public class RDBMSQueryActionTest extends RDBMSActionTest
       assertThat(new QueryAction().execute(queryInput).getRecords()).isEmpty();
 
       queryInput.setFilter(new QQueryFilter(new QFilterCriteria("storeId", QCriteriaOperator.IN, List.of(1, 2))));
-      QContext.setQSession(new QSession().withSecurityKeyValues(TestUtils.TABLE_NAME_STORE, List.of(1, 3)));
+      QContext.setQSession(new QSession().withSecurityKeyValue(TestUtils.TABLE_NAME_STORE, 1).withSecurityKeyValue(TestUtils.TABLE_NAME_STORE, 3));
       assertThat(new QueryAction().execute(queryInput).getRecords())
          .hasSize(3)
          .allMatch(r -> r.getValueInteger("storeId").equals(1));
diff --git a/qqq-dev-tools/MODULE_LIST b/qqq-dev-tools/MODULE_LIST
index 6c928902..cf9a6d91 100644
--- a/qqq-dev-tools/MODULE_LIST
+++ b/qqq-dev-tools/MODULE_LIST
@@ -1,6 +1,7 @@
 qqq-backend-core
 qqq-backend-module-api
 qqq-backend-module-rdbms
+qqq-backend-module-mongodb
 qqq-backend-module-filesystem
 qqq-language-support-javascript
 qqq-middleware-javalin
diff --git a/qqq-middleware-api/src/main/java/com/kingsrook/qqq/api/actions/ApiImplementation.java b/qqq-middleware-api/src/main/java/com/kingsrook/qqq/api/actions/ApiImplementation.java
index 842ab777..56444250 100644
--- a/qqq-middleware-api/src/main/java/com/kingsrook/qqq/api/actions/ApiImplementation.java
+++ b/qqq-middleware-api/src/main/java/com/kingsrook/qqq/api/actions/ApiImplementation.java
@@ -992,6 +992,8 @@ public class ApiImplementation
       runProcessInput.setProcessUUID(processUUID);
       // todo i don't think runProcessInput.setAsyncJobCallback();
 
+      PermissionsHelper.checkProcessPermissionThrowing(runProcessInput, processName);
+
       //////////////////////
       // map input values //
       //////////////////////
diff --git a/qqq-middleware-api/src/main/java/com/kingsrook/qqq/api/actions/GenerateOpenApiSpecAction.java b/qqq-middleware-api/src/main/java/com/kingsrook/qqq/api/actions/GenerateOpenApiSpecAction.java
index 2212b13e..165577ca 100644
--- a/qqq-middleware-api/src/main/java/com/kingsrook/qqq/api/actions/GenerateOpenApiSpecAction.java
+++ b/qqq-middleware-api/src/main/java/com/kingsrook/qqq/api/actions/GenerateOpenApiSpecAction.java
@@ -1477,15 +1477,21 @@ public class GenerateOpenApiSpecAction extends AbstractQActionFunction<GenerateO
          QPossibleValueSource possibleValueSource = QContext.getQInstance().getPossibleValueSource(field.getPossibleValueSourceName());
          if(QPossibleValueSourceType.ENUM.equals(possibleValueSource.getType()))
          {
-            List<String> enumValues  = new ArrayList<>();
-            List<String> enumMapping = new ArrayList<>();
-            for(QPossibleValue<?> enumValue : possibleValueSource.getEnumValues())
+            /////////////////////////////////////////////////////////////////////////////////////////////////////////////
+            // by default, we will list all enum values in the docs - but - a field's api-meta-data object can opt out //
+            /////////////////////////////////////////////////////////////////////////////////////////////////////////////
+            if(apiFieldMetaData == null || apiFieldMetaData.getListEnumPossibleValues())
             {
-               enumValues.add(String.valueOf(enumValue.getId()));
-               enumMapping.add(enumValue.getId() + "=" + enumValue.getLabel());
+               List<String> enumValues  = new ArrayList<>();
+               List<String> enumMapping = new ArrayList<>();
+               for(QPossibleValue<?> enumValue : possibleValueSource.getEnumValues())
+               {
+                  enumValues.add(String.valueOf(enumValue.getId()));
+                  enumMapping.add(enumValue.getId() + "=" + enumValue.getLabel());
+               }
+               fieldSchema.setEnumValues(enumValues);
+               fieldSchema.setDescription(fieldSchema.getDescription() + "  Value definitions are: " + StringUtils.joinWithCommasAndAnd(enumMapping));
             }
-            fieldSchema.setEnumValues(enumValues);
-            fieldSchema.setDescription(fieldSchema.getDescription() + "  Value definitions are: " + StringUtils.joinWithCommasAndAnd(enumMapping));
          }
          else if(QPossibleValueSourceType.TABLE.equals(possibleValueSource.getType()))
          {
diff --git a/qqq-middleware-api/src/main/java/com/kingsrook/qqq/api/model/metadata/fields/ApiFieldMetaData.java b/qqq-middleware-api/src/main/java/com/kingsrook/qqq/api/model/metadata/fields/ApiFieldMetaData.java
index 3d479445..78415898 100644
--- a/qqq-middleware-api/src/main/java/com/kingsrook/qqq/api/model/metadata/fields/ApiFieldMetaData.java
+++ b/qqq-middleware-api/src/main/java/com/kingsrook/qqq/api/model/metadata/fields/ApiFieldMetaData.java
@@ -39,6 +39,7 @@ public class ApiFieldMetaData
 
    private String apiFieldName;
    private String description;
+   private boolean listEnumPossibleValues = true;
 
    private Boolean        isExcluded;
    private String         replacedByFieldName;
@@ -346,4 +347,35 @@ public class ApiFieldMetaData
       return (this);
    }
 
+
+
+   /*******************************************************************************
+    ** Getter for listEnumPossibleValues
+    *******************************************************************************/
+   public boolean getListEnumPossibleValues()
+   {
+      return (this.listEnumPossibleValues);
+   }
+
+
+
+   /*******************************************************************************
+    ** Setter for listEnumPossibleValues
+    *******************************************************************************/
+   public void setListEnumPossibleValues(boolean listEnumPossibleValues)
+   {
+      this.listEnumPossibleValues = listEnumPossibleValues;
+   }
+
+
+
+   /*******************************************************************************
+    ** Fluent setter for listEnumPossibleValues
+    *******************************************************************************/
+   public ApiFieldMetaData withListEnumPossibleValues(boolean listEnumPossibleValues)
+   {
+      this.listEnumPossibleValues = listEnumPossibleValues;
+      return (this);
+   }
+
 }
diff --git a/qqq-middleware-api/src/test/java/com/kingsrook/qqq/api/javalin/QJavalinApiHandlerPermissionsTest.java b/qqq-middleware-api/src/test/java/com/kingsrook/qqq/api/javalin/QJavalinApiHandlerPermissionsTest.java
new file mode 100644
index 00000000..680c850d
--- /dev/null
+++ b/qqq-middleware-api/src/test/java/com/kingsrook/qqq/api/javalin/QJavalinApiHandlerPermissionsTest.java
@@ -0,0 +1,138 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2023.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.qqq.api.javalin;
+
+
+import com.kingsrook.qqq.api.BaseTest;
+import com.kingsrook.qqq.api.TestUtils;
+import com.kingsrook.qqq.api.actions.ApiImplementation;
+import com.kingsrook.qqq.backend.core.exceptions.QInstanceValidationException;
+import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
+import com.kingsrook.qqq.backend.core.model.metadata.permissions.PermissionLevel;
+import com.kingsrook.qqq.backend.core.model.metadata.permissions.QPermissionRules;
+import com.kingsrook.qqq.backend.core.model.metadata.processes.QProcessMetaData;
+import com.kingsrook.qqq.backend.core.model.metadata.tables.QTableMetaData;
+import com.kingsrook.qqq.backend.javalin.QJavalinImplementation;
+import io.javalin.apibuilder.EndpointGroup;
+import kong.unirest.Unirest;
+import org.eclipse.jetty.http.HttpStatus;
+import org.junit.jupiter.api.AfterAll;
+import org.junit.jupiter.api.AfterEach;
+import org.junit.jupiter.api.BeforeAll;
+import org.junit.jupiter.api.BeforeEach;
+import org.junit.jupiter.api.Test;
+import static com.kingsrook.qqq.api.javalin.QJavalinApiHandlerTest.assertErrorResponse;
+
+
+/*******************************************************************************
+ ** Unit test permissions within QJavalinApiHandler
+ *******************************************************************************/
+class QJavalinApiHandlerPermissionsTest extends BaseTest
+{
+   private static final   int    PORT     = 6263;
+   protected static final String BASE_URL = "http://localhost:" + PORT;
+
+   private static final String VERSION = "2023.Q1";
+
+   protected static QJavalinImplementation qJavalinImplementation;
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @BeforeAll
+   static void beforeAll() throws QInstanceValidationException
+   {
+      QInstance qInstance = TestUtils.defineInstance();
+
+      ///////////////////////////////////////////////////
+      // turn on permissions on all tables & processes //
+      ///////////////////////////////////////////////////
+      for(QTableMetaData table : qInstance.getTables().values())
+      {
+         table.withPermissionRules(new QPermissionRules().withLevel(PermissionLevel.READ_INSERT_EDIT_DELETE_PERMISSIONS));
+      }
+
+      for(QProcessMetaData process : qInstance.getProcesses().values())
+      {
+         process.withPermissionRules(new QPermissionRules().withLevel(PermissionLevel.HAS_ACCESS_PERMISSION));
+      }
+
+      qJavalinImplementation = new QJavalinImplementation(qInstance);
+      qJavalinImplementation.startJavalinServer(PORT);
+      EndpointGroup routes = new QJavalinApiHandler(qInstance).getRoutes();
+      qJavalinImplementation.getJavalinService().routes(routes);
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @BeforeEach
+   @AfterEach
+   void beforeAndAfterEach()
+   {
+      ApiImplementation.clearCaches();
+   }
+
+
+
+   /*******************************************************************************
+    ** Before the class (all) runs, start a javalin server.
+    **
+    *******************************************************************************/
+   @AfterAll
+   static void afterAll()
+   {
+      qJavalinImplementation.stopJavalinServer();
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void test403s()
+   {
+      ////////////////////////////
+      // tables - single & bulk //
+      ////////////////////////////
+      assertErrorResponse(HttpStatus.FORBIDDEN_403, "You do not have permission", Unirest.get(BASE_URL + "/api/" + VERSION + "/order/query").asString());
+      assertErrorResponse(HttpStatus.FORBIDDEN_403, "You do not have permission", Unirest.get(BASE_URL + "/api/" + VERSION + "/order/1").asString());
+      assertErrorResponse(HttpStatus.FORBIDDEN_403, "You do not have permission", Unirest.post(BASE_URL + "/api/" + VERSION + "/person").asString());
+      assertErrorResponse(HttpStatus.FORBIDDEN_403, "You do not have permission", Unirest.post(BASE_URL + "/api/" + VERSION + "/person/bulk").asString());
+      assertErrorResponse(HttpStatus.FORBIDDEN_403, "You do not have permission", Unirest.delete(BASE_URL + "/api/" + VERSION + "/person/1").asString());
+      assertErrorResponse(HttpStatus.FORBIDDEN_403, "You do not have permission", Unirest.delete(BASE_URL + "/api/" + VERSION + "/person/bulk").asString());
+      assertErrorResponse(HttpStatus.FORBIDDEN_403, "You do not have permission", Unirest.patch(BASE_URL + "/api/" + VERSION + "/person/1").asString());
+      assertErrorResponse(HttpStatus.FORBIDDEN_403, "You do not have permission", Unirest.patch(BASE_URL + "/api/" + VERSION + "/person/bulk").asString());
+
+      ///////////////
+      // processes //
+      ///////////////
+      assertErrorResponse(HttpStatus.FORBIDDEN_403, "You do not have permission", Unirest.get(BASE_URL + "/api/" + VERSION + "/person/getPersonInfo").asString());
+      assertErrorResponse(HttpStatus.FORBIDDEN_403, "You do not have permission", Unirest.post(BASE_URL + "/api/" + VERSION + "/person/transformPeople").asString());
+   }
+
+}
diff --git a/qqq-middleware-api/src/test/java/com/kingsrook/qqq/api/javalin/QJavalinApiHandlerTest.java b/qqq-middleware-api/src/test/java/com/kingsrook/qqq/api/javalin/QJavalinApiHandlerTest.java
index ac6b1e9b..f495f51c 100644
--- a/qqq-middleware-api/src/test/java/com/kingsrook/qqq/api/javalin/QJavalinApiHandlerTest.java
+++ b/qqq-middleware-api/src/test/java/com/kingsrook/qqq/api/javalin/QJavalinApiHandlerTest.java
@@ -1548,7 +1548,7 @@ class QJavalinApiHandlerTest extends BaseTest
    /*******************************************************************************
     **
     *******************************************************************************/
-   private void assertErrorResponse(Integer expectedStatusCode, String expectedErrorMessage, HttpResponse<String> response)
+   static void assertErrorResponse(Integer expectedStatusCode, String expectedErrorMessage, HttpResponse<String> response)
    {
       if(expectedStatusCode != null)
       {
diff --git a/qqq-middleware-api/src/test/java/com/kingsrook/qqq/api/utils/ApiScriptUtilsTest.java b/qqq-middleware-api/src/test/java/com/kingsrook/qqq/api/utils/ApiScriptUtilsTest.java
index fdc06e63..483b6f37 100644
--- a/qqq-middleware-api/src/test/java/com/kingsrook/qqq/api/utils/ApiScriptUtilsTest.java
+++ b/qqq-middleware-api/src/test/java/com/kingsrook/qqq/api/utils/ApiScriptUtilsTest.java
@@ -44,6 +44,7 @@ import static org.assertj.core.api.Assertions.assertThatThrownBy;
 import static org.junit.jupiter.api.Assertions.assertEquals;
 import static org.junit.jupiter.api.Assertions.assertNotNull;
 import static org.junit.jupiter.api.Assertions.assertNull;
+import static org.junit.jupiter.api.Assertions.fail;
 
 
 /*******************************************************************************
@@ -334,15 +335,31 @@ class ApiScriptUtilsTest extends BaseTest
       String jobId = ValueUtils.getValueAsString(((Map<String, ?>) asyncResult).get("jobId"));
       assertNotNull(jobId);
 
-      SleepUtils.sleep(100, TimeUnit.MILLISECONDS);
+      //////////////////////////////////////////////////////////////////////////////////
+      // check every 100 ms or so to see if the process is done - but after 10 loops, //
+      //////////////////////////////////////////////////////////////////////////////////
+      for(int i = 0; i < 10; i++)
+      {
+         Serializable result = apiScriptUtils.getProcessStatus(TestUtils.PROCESS_NAME_TRANSFORM_PEOPLE, jobId);
 
-      Serializable result = apiScriptUtils.getProcessStatus(TestUtils.PROCESS_NAME_TRANSFORM_PEOPLE, jobId);
-      assertThat(result).isInstanceOf(List.class);
-      List<Map<String, Object>> resultList = (List<Map<String, Object>>) result;
-      assertEquals(3, resultList.size());
+         if(result instanceof Map map && map.containsKey("jobId"))
+         {
+            System.out.println("Process is still running - sleep and look again...");
+            SleepUtils.sleep(100, TimeUnit.MILLISECONDS);
+            continue;
+         }
 
-      assertThat(resultList.stream().filter(m -> m.get("id").equals(2)).findFirst()).isPresent().get().hasFieldOrPropertyWithValue("statusCode", 200);
-      assertThat(resultList.stream().filter(m -> m.get("id").equals(3)).findFirst()).isPresent().get().hasFieldOrPropertyWithValue("statusCode", 500);
+         assertThat(result).isInstanceOf(List.class);
+         List<Map<String, Object>> resultList = (List<Map<String, Object>>) result;
+         assertEquals(3, resultList.size());
+
+         assertThat(resultList.stream().filter(m -> m.get("id").equals(2)).findFirst()).isPresent().get().hasFieldOrPropertyWithValue("statusCode", 200);
+         assertThat(resultList.stream().filter(m -> m.get("id").equals(3)).findFirst()).isPresent().get().hasFieldOrPropertyWithValue("statusCode", 500);
+
+         return;
+      }
+
+      fail("Process didn't complete after 10 loops, ~1 second.");
    }
 
 
diff --git a/qqq-middleware-javalin/src/main/java/com/kingsrook/qqq/backend/javalin/QJavalinImplementation.java b/qqq-middleware-javalin/src/main/java/com/kingsrook/qqq/backend/javalin/QJavalinImplementation.java
index b3b3094d..94ae0e71 100644
--- a/qqq-middleware-javalin/src/main/java/com/kingsrook/qqq/backend/javalin/QJavalinImplementation.java
+++ b/qqq-middleware-javalin/src/main/java/com/kingsrook/qqq/backend/javalin/QJavalinImplementation.java
@@ -420,6 +420,10 @@ public class QJavalinImplementation
          authContext.put(Auth0AuthenticationModule.ACCESS_TOKEN_KEY, ValueUtils.getValueAsString(map.get("accessToken")));
          authContext.put(Auth0AuthenticationModule.DO_STORE_USER_SESSION_KEY, "true");
 
+         /////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+         // put the qInstance into context - but no session yet (since, the whole point of this call is to manage the session!) //
+         /////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+         QContext.init(qInstance, null);
          QSession session = authenticationModule.createSession(qInstance, authContext);
 
          context.cookie(SESSION_UUID_COOKIE_NAME, session.getUuid(), SESSION_COOKIE_AGE);
@@ -524,7 +528,10 @@ public class QJavalinImplementation
             }
          }
 
-         QContext.init(qInstance, null); // hmm...
+         ////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+         // put the qInstance into context - but no session yet (since, the whole point of this call is to setup the session!) //
+         ////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
+         QContext.init(qInstance, null);
          QSession session = authenticationModule.createSession(qInstance, authenticationContext);
          QContext.init(qInstance, session, null, input);
 
diff --git a/qqq-middleware-javalin/src/test/java/com/kingsrook/qqq/backend/javalin/TestUtils.java b/qqq-middleware-javalin/src/test/java/com/kingsrook/qqq/backend/javalin/TestUtils.java
index 0245e235..430f72ae 100644
--- a/qqq-middleware-javalin/src/test/java/com/kingsrook/qqq/backend/javalin/TestUtils.java
+++ b/qqq-middleware-javalin/src/test/java/com/kingsrook/qqq/backend/javalin/TestUtils.java
@@ -66,7 +66,7 @@ import com.kingsrook.qqq.backend.core.model.metadata.reporting.QReportView;
 import com.kingsrook.qqq.backend.core.model.metadata.reporting.ReportType;
 import com.kingsrook.qqq.backend.core.model.metadata.tables.AssociatedScript;
 import com.kingsrook.qqq.backend.core.model.metadata.tables.QTableMetaData;
-import com.kingsrook.qqq.backend.core.model.savedfilters.SavedFiltersMetaDataProvider;
+import com.kingsrook.qqq.backend.core.model.savedviews.SavedViewsMetaDataProvider;
 import com.kingsrook.qqq.backend.core.model.scripts.ScriptsMetaDataProvider;
 import com.kingsrook.qqq.backend.core.processes.implementations.mock.MockBackendStep;
 import com.kingsrook.qqq.backend.module.rdbms.jdbc.ConnectionManager;
@@ -157,7 +157,7 @@ public class TestUtils
       qInstance.addBackend(defineMemoryBackend());
       try
       {
-         new SavedFiltersMetaDataProvider().defineAll(qInstance, defineMemoryBackend().getName(), null);
+         new SavedViewsMetaDataProvider().defineAll(qInstance, defineMemoryBackend().getName(), null);
          new ScriptsMetaDataProvider().defineAll(qInstance, defineMemoryBackend().getName(), null);
       }
       catch(Exception e)
diff --git a/qqq-sample-project/pom.xml b/qqq-sample-project/pom.xml
index 5fdd4cd2..e41bd0ea 100644
--- a/qqq-sample-project/pom.xml
+++ b/qqq-sample-project/pom.xml
@@ -65,6 +65,11 @@
          <artifactId>qqq-middleware-picocli</artifactId>
          <version>${revision}</version>
       </dependency>
+      <dependency>
+         <groupId>com.kingsrook.qqq</groupId>
+         <artifactId>qqq-frontend-material-dashboard</artifactId>
+         <version>feature-CE-876-develop-missing-widget-types-20240221.011827-1</version>
+      </dependency>
       <dependency>
          <groupId>com.h2database</groupId>
          <artifactId>h2</artifactId>
diff --git a/qqq-sample-project/src/main/java/com/kingsrook/sampleapp/SampleCli.java b/qqq-sample-project/src/main/java/com/kingsrook/sampleapp/SampleCli.java
index 78884a30..cd828001 100644
--- a/qqq-sample-project/src/main/java/com/kingsrook/sampleapp/SampleCli.java
+++ b/qqq-sample-project/src/main/java/com/kingsrook/sampleapp/SampleCli.java
@@ -24,6 +24,7 @@ package com.kingsrook.sampleapp;
 
 import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
 import com.kingsrook.qqq.frontend.picocli.QPicoCliImplementation;
+import com.kingsrook.sampleapp.metadata.SampleMetaDataProvider;
 
 
 /*******************************************************************************
diff --git a/qqq-sample-project/src/main/java/com/kingsrook/sampleapp/SampleJavalinServer.java b/qqq-sample-project/src/main/java/com/kingsrook/sampleapp/SampleJavalinServer.java
index fdbc0249..7ec4a911 100644
--- a/qqq-sample-project/src/main/java/com/kingsrook/sampleapp/SampleJavalinServer.java
+++ b/qqq-sample-project/src/main/java/com/kingsrook/sampleapp/SampleJavalinServer.java
@@ -25,6 +25,7 @@ package com.kingsrook.sampleapp;
 import com.kingsrook.qqq.backend.core.logging.QLogger;
 import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
 import com.kingsrook.qqq.backend.javalin.QJavalinImplementation;
+import com.kingsrook.sampleapp.metadata.SampleMetaDataProvider;
 import io.javalin.Javalin;
 import io.javalin.plugin.bundled.CorsPluginConfig;
 
diff --git a/qqq-sample-project/src/main/java/com/kingsrook/sampleapp/SampleMetaDataProvider.java b/qqq-sample-project/src/main/java/com/kingsrook/sampleapp/metadata/SampleMetaDataProvider.java
similarity index 99%
rename from qqq-sample-project/src/main/java/com/kingsrook/sampleapp/SampleMetaDataProvider.java
rename to qqq-sample-project/src/main/java/com/kingsrook/sampleapp/metadata/SampleMetaDataProvider.java
index af71a039..ec2aa618 100644
--- a/qqq-sample-project/src/main/java/com/kingsrook/sampleapp/SampleMetaDataProvider.java
+++ b/qqq-sample-project/src/main/java/com/kingsrook/sampleapp/metadata/SampleMetaDataProvider.java
@@ -1,6 +1,6 @@
 /*
  * QQQ - Low-code Application Framework for Engineers.
- * Copyright (C) 2021-2022.  Kingsrook, LLC
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
  * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
  * contact@kingsrook.com
  * https://github.com/Kingsrook/
@@ -19,7 +19,7 @@
  * along with this program.  If not, see <https://www.gnu.org/licenses/>.
  */
 
-package com.kingsrook.sampleapp;
+package com.kingsrook.sampleapp.metadata;
 
 
 import java.io.Serializable;
@@ -35,6 +35,7 @@ import com.kingsrook.qqq.backend.core.instances.QInstanceEnricher;
 import com.kingsrook.qqq.backend.core.instances.QMetaDataVariableInterpreter;
 import com.kingsrook.qqq.backend.core.model.actions.processes.RunBackendStepInput;
 import com.kingsrook.qqq.backend.core.model.actions.processes.RunBackendStepOutput;
+import com.kingsrook.qqq.backend.core.model.metadata.MetaDataProducerHelper;
 import com.kingsrook.qqq.backend.core.model.metadata.QAuthenticationType;
 import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
 import com.kingsrook.qqq.backend.core.model.metadata.authentication.QAuthenticationMetaData;
@@ -127,6 +128,8 @@ public class SampleMetaDataProvider
       qInstance.addProcess(defineProcessScreenThenSleep());
       qInstance.addProcess(defineProcessSimpleThrow());
 
+      MetaDataProducerHelper.processAllMetaDataProducersInPackage(qInstance, SampleMetaDataProvider.class.getPackageName());
+
       defineWidgets(qInstance);
       defineBranding(qInstance);
       defineApps(qInstance);
diff --git a/qqq-sample-project/src/main/java/com/kingsrook/sampleapp/metadata/widgetsdashboard/SampleBarChartWidgetMetaDataProducer.java b/qqq-sample-project/src/main/java/com/kingsrook/sampleapp/metadata/widgetsdashboard/SampleBarChartWidgetMetaDataProducer.java
new file mode 100644
index 00000000..93f7f94a
--- /dev/null
+++ b/qqq-sample-project/src/main/java/com/kingsrook/sampleapp/metadata/widgetsdashboard/SampleBarChartWidgetMetaDataProducer.java
@@ -0,0 +1,124 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.sampleapp.metadata.widgetsdashboard;
+
+
+import java.util.ArrayList;
+import java.util.List;
+import com.kingsrook.qqq.backend.core.actions.dashboard.widgets.AbstractWidgetRenderer;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.model.actions.widgets.RenderWidgetInput;
+import com.kingsrook.qqq.backend.core.model.actions.widgets.RenderWidgetOutput;
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.ChartData;
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.WidgetType;
+import com.kingsrook.qqq.backend.core.model.metadata.MetaDataProducer;
+import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
+import com.kingsrook.qqq.backend.core.model.metadata.code.QCodeReference;
+import com.kingsrook.qqq.backend.core.model.metadata.dashboard.QWidgetMetaData;
+import com.kingsrook.qqq.backend.core.model.metadata.layout.QIcon;
+import com.kingsrook.qqq.frontend.materialdashboard.model.metadata.MaterialDashboardIconRoleNames;
+
+
+/*******************************************************************************
+ ** Meta Data Producer for SampleBarChart
+ *******************************************************************************/
+public class SampleBarChartWidgetMetaDataProducer extends MetaDataProducer<QWidgetMetaData>
+{
+   public static final String NAME = "SampleBarChartWidget";
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Override
+   public QWidgetMetaData produce(QInstance qInstance) throws QException
+   {
+      return new QWidgetMetaData()
+         .withName(NAME)
+         .withType(WidgetType.BAR_CHART.getType())
+         .withGridColumns(4)
+         .withIsCard(true)
+         .withLabel("Bar Chart")
+         .withTooltip("This is a sample of a bar chart")
+         .withShowReloadButton(true)
+         .withIcon(MaterialDashboardIconRoleNames.TOP_RIGHT_INSIDE_CARD, new QIcon("sports").withColor("#8F00D8"))
+         .withCodeReference(new QCodeReference(SampleBarChartRenderer.class));
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public static class SampleBarChartRenderer extends AbstractWidgetRenderer
+   {
+      private List<String> labels = new ArrayList<>();
+      private List<String> colors = new ArrayList<>();
+      private List<Number> data   = new ArrayList<>();
+      private List<String> urls   = new ArrayList<>();
+
+
+
+      /*******************************************************************************
+       **
+       *******************************************************************************/
+      private void addSlice(String label, String color, Number datum, String url)
+      {
+         labels.add(label);
+         colors.add(color);
+         data.add(datum);
+         urls.add(url);
+      }
+
+
+
+      /*******************************************************************************
+       **
+       *******************************************************************************/
+      @Override
+      public RenderWidgetOutput render(RenderWidgetInput input) throws QException
+      {
+         addSlice("Apple", "#FF0000", 100, null);
+         addSlice("Orange", "#FF8000", 150, null);
+         addSlice("Banana", "#FFFF00", 75, null);
+         addSlice("Lime", "#00FF00", 100, null);
+         addSlice("Blueberry", "#0000FF", 200, null);
+
+         ChartData chartData = new ChartData()
+            .withChartData(new ChartData.Data()
+               .withLabels(labels)
+               .withDatasets(List.of(
+                  new ChartData.Data.Dataset()
+                     .withLabel("One")
+                     .withData(data)
+                     .withBackgroundColors(colors)
+                     .withUrls(urls)
+               )));
+
+         chartData.setTitle("Bar Chart");
+
+         return (new RenderWidgetOutput(chartData));
+      }
+   }
+
+}
diff --git a/qqq-sample-project/src/main/java/com/kingsrook/sampleapp/metadata/widgetsdashboard/SampleBigNumberBlocksWidgetMetaDataProducer.java b/qqq-sample-project/src/main/java/com/kingsrook/sampleapp/metadata/widgetsdashboard/SampleBigNumberBlocksWidgetMetaDataProducer.java
new file mode 100644
index 00000000..2907c722
--- /dev/null
+++ b/qqq-sample-project/src/main/java/com/kingsrook/sampleapp/metadata/widgetsdashboard/SampleBigNumberBlocksWidgetMetaDataProducer.java
@@ -0,0 +1,124 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.sampleapp.metadata.widgetsdashboard;
+
+
+import com.kingsrook.qqq.backend.core.actions.dashboard.widgets.AbstractWidgetRenderer;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.model.actions.widgets.RenderWidgetInput;
+import com.kingsrook.qqq.backend.core.model.actions.widgets.RenderWidgetOutput;
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.CompositeWidgetData;
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.WidgetType;
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.bignumberblock.BigNumberBlockData;
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.bignumberblock.BigNumberStyles;
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.bignumberblock.BigNumberValues;
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.upordownnumber.UpOrDownNumberBlockData;
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.upordownnumber.UpOrDownNumberSlots;
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.upordownnumber.UpOrDownNumberStyles;
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.blocks.upordownnumber.UpOrDownNumberValues;
+import com.kingsrook.qqq.backend.core.model.metadata.MetaDataProducer;
+import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
+import com.kingsrook.qqq.backend.core.model.metadata.code.QCodeReference;
+import com.kingsrook.qqq.backend.core.model.metadata.dashboard.QWidgetMetaData;
+import com.kingsrook.qqq.backend.core.model.metadata.layout.QIcon;
+import com.kingsrook.qqq.frontend.materialdashboard.model.metadata.MaterialDashboardIconRoleNames;
+
+
+/*******************************************************************************
+ ** Meta Data Producer for SampleStatisticsWidget
+ *******************************************************************************/
+public class SampleBigNumberBlocksWidgetMetaDataProducer extends MetaDataProducer<QWidgetMetaData>
+{
+   public static final String NAME = "SampleBigNumberBlocksWidget";
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Override
+   public QWidgetMetaData produce(QInstance qInstance) throws QException
+   {
+      return new QWidgetMetaData()
+         .withName(NAME)
+         .withType(WidgetType.COMPOSITE.getType())
+         .withGridColumns(12)
+         .withIsCard(true)
+         .withLabel("Big Number Blocks")
+         .withTooltip("This is a sample of a widget using Big Number Blocks")
+         .withShowReloadButton(false)
+         .withIcon(MaterialDashboardIconRoleNames.TOP_LEFT_INSIDE_CARD, new QIcon("blocks").withColor("skyblue"))
+         .withCodeReference(new QCodeReference(SampleBigNumberBlocksWidgetRenderer.class));
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public static class SampleBigNumberBlocksWidgetRenderer extends AbstractWidgetRenderer
+   {
+      /*******************************************************************************
+       **
+       *******************************************************************************/
+      @Override
+      public RenderWidgetOutput render(RenderWidgetInput input) throws QException
+      {
+         CompositeWidgetData data = new CompositeWidgetData();
+         data.setLayout(CompositeWidgetData.Layout.FLEX_ROW_WRAPPED);
+
+         data.addBlock(new BigNumberBlockData()
+            .withLink("/same-link-for-all-parts")
+            .withTooltip("You can have the same tooltip for all parts")
+            .withStyles(new BigNumberStyles().withWidth("300px"))
+            .withValues(new BigNumberValues().withNumber("123").withHeading("Big Number with Simple Context").withContext("context")));
+
+         data.addBlock(new CompositeWidgetData()
+            .withLayout(CompositeWidgetData.Layout.FLEX_ROW_SPACE_BETWEEN)
+            .withBlock(new BigNumberBlockData()
+               .withLink("/default-link")
+               .withTooltip("You can have a default tooltip...")
+               .withStyles(new BigNumberStyles().withWidth("300px"))
+               .withValues(new BigNumberValues().withNumber("1,234").withHeading("Number with Up/Down Context")))
+            .withBlock(new UpOrDownNumberBlockData()
+               .withTooltip(UpOrDownNumberSlots.CONTEXT, "You can do a custom tooltip for each slot")
+               .withTooltip(UpOrDownNumberSlots.NUMBER, "This number has a customized color")
+               .withLink(UpOrDownNumberSlots.NUMBER, "/custom-link-per-slot")
+               .withStyles(new UpOrDownNumberStyles().withColorOverride("blue"))
+               .withValues(new UpOrDownNumberValues().withIsUp(false).withIsGood(false).withNumber("12,345").withContext("context")))
+         );
+
+         data.addBlock(new CompositeWidgetData()
+            .withLayout(CompositeWidgetData.Layout.FLEX_ROW_SPACE_BETWEEN)
+            .withBlock(new BigNumberBlockData()
+               .withStyles(new BigNumberStyles().withWidth("300px"))
+               .withValues(new BigNumberValues().withNumber("1,234").withHeading("Number with Stacked Up/Down Context")))
+            .withBlock(new UpOrDownNumberBlockData()
+               .withStyles(new UpOrDownNumberStyles().withIsStacked(true))
+               .withValues(new UpOrDownNumberValues().withIsUp(true).withIsGood(true).withNumber("123").withContext("context")))
+         );
+
+         return (new RenderWidgetOutput(data));
+      }
+   }
+
+}
diff --git a/qqq-sample-project/src/main/java/com/kingsrook/sampleapp/metadata/widgetsdashboard/SampleHTMLWidgetMetaDataProducer.java b/qqq-sample-project/src/main/java/com/kingsrook/sampleapp/metadata/widgetsdashboard/SampleHTMLWidgetMetaDataProducer.java
new file mode 100644
index 00000000..277efefa
--- /dev/null
+++ b/qqq-sample-project/src/main/java/com/kingsrook/sampleapp/metadata/widgetsdashboard/SampleHTMLWidgetMetaDataProducer.java
@@ -0,0 +1,75 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.sampleapp.metadata.widgetsdashboard;
+
+
+import com.kingsrook.qqq.backend.core.actions.dashboard.widgets.NoCodeWidgetRenderer;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.WidgetType;
+import com.kingsrook.qqq.backend.core.model.metadata.MetaDataProducer;
+import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
+import com.kingsrook.qqq.backend.core.model.metadata.code.QCodeReference;
+import com.kingsrook.qqq.backend.core.model.metadata.dashboard.QWidgetMetaData;
+import com.kingsrook.qqq.backend.core.model.metadata.dashboard.nocode.HtmlWrapper;
+import com.kingsrook.qqq.backend.core.model.metadata.dashboard.nocode.QNoCodeWidgetMetaData;
+import com.kingsrook.qqq.backend.core.model.metadata.dashboard.nocode.WidgetHtmlLine;
+import com.kingsrook.qqq.backend.core.model.metadata.layout.QIcon;
+import com.kingsrook.qqq.frontend.materialdashboard.model.metadata.MaterialDashboardIconRoleNames;
+
+
+/*******************************************************************************
+ ** Meta Data Producer for SampleHTMLWidget
+ *******************************************************************************/
+public class SampleHTMLWidgetMetaDataProducer extends MetaDataProducer<QWidgetMetaData>
+{
+   public static final String NAME = "SampleHTMLWidget";
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Override
+   public QWidgetMetaData produce(QInstance qInstance) throws QException
+   {
+      QNoCodeWidgetMetaData widgetMetaData = (QNoCodeWidgetMetaData) new QNoCodeWidgetMetaData()
+         .withName(NAME)
+         .withType(WidgetType.HTML.getType())
+         .withGridColumns(4)
+         .withIsCard(true)
+         .withLabel("HTML")
+         .withTooltip("This is a sample of an HTML widget")
+         .withShowReloadButton(false)
+         .withIcon(MaterialDashboardIconRoleNames.TOP_RIGHT_INSIDE_CARD, new QIcon("data_object").withColor("#D87E28"))
+         .withCodeReference(new QCodeReference(NoCodeWidgetRenderer.class));
+
+      widgetMetaData.withOutput(new WidgetHtmlLine()
+         .withWrapper(HtmlWrapper.BIG_CENTERED)
+         .withVelocityTemplate("Purely Custom"));
+
+      widgetMetaData.withOutput(new WidgetHtmlLine()
+         .withVelocityTemplate("<i>User</i> <b>Defined</b> <u>HTML</u>"));
+
+      return widgetMetaData;
+   }
+
+}
diff --git a/qqq-sample-project/src/main/java/com/kingsrook/sampleapp/metadata/widgetsdashboard/SampleLineChartWidgetMetaDataProducer.java b/qqq-sample-project/src/main/java/com/kingsrook/sampleapp/metadata/widgetsdashboard/SampleLineChartWidgetMetaDataProducer.java
new file mode 100644
index 00000000..6f595a82
--- /dev/null
+++ b/qqq-sample-project/src/main/java/com/kingsrook/sampleapp/metadata/widgetsdashboard/SampleLineChartWidgetMetaDataProducer.java
@@ -0,0 +1,85 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.sampleapp.metadata.widgetsdashboard;
+
+
+import java.util.List;
+import com.kingsrook.qqq.backend.core.actions.dashboard.widgets.AbstractWidgetRenderer;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.model.actions.widgets.RenderWidgetInput;
+import com.kingsrook.qqq.backend.core.model.actions.widgets.RenderWidgetOutput;
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.ChartData;
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.WidgetType;
+import com.kingsrook.qqq.backend.core.model.metadata.MetaDataProducer;
+import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
+import com.kingsrook.qqq.backend.core.model.metadata.code.QCodeReference;
+import com.kingsrook.qqq.backend.core.model.metadata.dashboard.QWidgetMetaData;
+
+
+/*******************************************************************************
+ ** Meta Data Producer for SampleLineChartWidget
+ *******************************************************************************/
+public class SampleLineChartWidgetMetaDataProducer extends MetaDataProducer<QWidgetMetaData>
+{
+   public static final String NAME = "SampleLineChartWidget";
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Override
+   public QWidgetMetaData produce(QInstance qInstance) throws QException
+   {
+      return new QWidgetMetaData()
+         .withName(NAME)
+         .withType(WidgetType.LINE_CHART.getType())
+         .withGridColumns(4)
+         .withIsCard(true)
+         .withLabel("Line Chart")
+         .withTooltip("This is a sample of a  Line Chart widget")
+         .withShowReloadButton(false)
+         .withCodeReference(new QCodeReference(SampleLineChartWidgetRenderer.class));
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public static class SampleLineChartWidgetRenderer extends AbstractWidgetRenderer
+   {
+      /*******************************************************************************
+       **
+       *******************************************************************************/
+      @Override
+      public RenderWidgetOutput render(RenderWidgetInput input) throws QException
+      {
+         List<String> labels = List.of("January", "February", "March", "April", "May");
+         List<Number> data   = List.of(1753, 1830, 920, 1543, 1804);
+
+         String description = "Total units have been <strong>increasing</strong> over the last five months.";
+         return (new RenderWidgetOutput(new ChartData("Line Chart", description, "Units", labels, data)));
+      }
+   }
+
+}
diff --git a/qqq-sample-project/src/main/java/com/kingsrook/sampleapp/metadata/widgetsdashboard/SampleMultiStatisticsWidgetMetaDataProducer.java b/qqq-sample-project/src/main/java/com/kingsrook/sampleapp/metadata/widgetsdashboard/SampleMultiStatisticsWidgetMetaDataProducer.java
new file mode 100644
index 00000000..bdbdf868
--- /dev/null
+++ b/qqq-sample-project/src/main/java/com/kingsrook/sampleapp/metadata/widgetsdashboard/SampleMultiStatisticsWidgetMetaDataProducer.java
@@ -0,0 +1,112 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.sampleapp.metadata.widgetsdashboard;
+
+
+import java.util.List;
+import com.kingsrook.qqq.backend.core.actions.dashboard.widgets.AbstractWidgetRenderer;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.model.actions.widgets.RenderWidgetInput;
+import com.kingsrook.qqq.backend.core.model.actions.widgets.RenderWidgetOutput;
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.MultiStatisticsData;
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.WidgetType;
+import com.kingsrook.qqq.backend.core.model.metadata.MetaDataProducer;
+import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
+import com.kingsrook.qqq.backend.core.model.metadata.code.QCodeReference;
+import com.kingsrook.qqq.backend.core.model.metadata.dashboard.QWidgetMetaData;
+
+
+/*******************************************************************************
+ ** Meta Data Producer for SampleMultiStatisticsWidget
+ *******************************************************************************/
+public class SampleMultiStatisticsWidgetMetaDataProducer extends MetaDataProducer<QWidgetMetaData>
+{
+   public static final String NAME = "SampleMultiStatisticsWidget";
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Override
+   public QWidgetMetaData produce(QInstance qInstance) throws QException
+   {
+      return new QWidgetMetaData()
+         .withName(NAME)
+         .withType(WidgetType.MULTI_STATISTICS.getType())
+         .withGridColumns(4)
+         .withIsCard(true)
+         .withLabel("Multi Statistics")
+         .withTooltip("This is a sample of a multi-statistics widget")
+         .withShowReloadButton(true)
+         // .withIcon(MaterialDashboardIconRoleNames.TOP_RIGHT_INSIDE_CARD, new QIcon("local_shipping").withColor(WidgetConstants.COLOR_NEW_GREEN))
+         .withCodeReference(new QCodeReference(SampleStatisticsWidgetRenderer.class));
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public static class SampleStatisticsWidgetRenderer extends AbstractWidgetRenderer
+   {
+      /*******************************************************************************
+       **
+       *******************************************************************************/
+      @Override
+      public RenderWidgetOutput render(RenderWidgetInput input) throws QException
+      {
+         MultiStatisticsData.StatisticsGroupData thisWeek = new MultiStatisticsData.StatisticsGroupData()
+            .withIcon("check")
+            .withIconColor("green")
+            .withHeader("This Week")
+            .withSubheader("(1/1/24 - 1/7/24")
+            .withStatisticList(List.of(
+               new MultiStatisticsData.StatisticsGroupData.Statistic("Red", 15, null),
+               new MultiStatisticsData.StatisticsGroupData.Statistic("Green", 20, null),
+               new MultiStatisticsData.StatisticsGroupData.Statistic("Blue", 25, null)
+            ));
+
+         MultiStatisticsData.StatisticsGroupData lastWeek = new MultiStatisticsData.StatisticsGroupData()
+            .withIcon("pending")
+            .withIconColor("red")
+            .withHeader("Last Week")
+            .withSubheader("(12/25/23 - 12/31/23")
+            .withStatisticList(List.of(
+               new MultiStatisticsData.StatisticsGroupData.Statistic("Red", 10, null),
+               new MultiStatisticsData.StatisticsGroupData.Statistic("Green", 25, null),
+               new MultiStatisticsData.StatisticsGroupData.Statistic("Blue", 17, null)
+            ));
+
+         MultiStatisticsData multiStatisticsData = new MultiStatisticsData()
+            .withTitle("Sample Multi Statsitics")
+            .withStatisticsGroupData(
+               List.of(
+                  thisWeek,
+                  lastWeek
+               )
+            );
+         return (new RenderWidgetOutput(multiStatisticsData));
+      }
+   }
+
+}
diff --git a/qqq-sample-project/src/main/java/com/kingsrook/sampleapp/metadata/widgetsdashboard/SamplePieChartWidgetMetaDataProducer.java b/qqq-sample-project/src/main/java/com/kingsrook/sampleapp/metadata/widgetsdashboard/SamplePieChartWidgetMetaDataProducer.java
new file mode 100644
index 00000000..b6659ca0
--- /dev/null
+++ b/qqq-sample-project/src/main/java/com/kingsrook/sampleapp/metadata/widgetsdashboard/SamplePieChartWidgetMetaDataProducer.java
@@ -0,0 +1,134 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.sampleapp.metadata.widgetsdashboard;
+
+
+import java.util.ArrayList;
+import java.util.List;
+import com.kingsrook.qqq.backend.core.actions.dashboard.widgets.AbstractWidgetRenderer;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.model.actions.widgets.RenderWidgetInput;
+import com.kingsrook.qqq.backend.core.model.actions.widgets.RenderWidgetOutput;
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.ChartData;
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.ChartSubheaderData;
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.WidgetType;
+import com.kingsrook.qqq.backend.core.model.metadata.MetaDataProducer;
+import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
+import com.kingsrook.qqq.backend.core.model.metadata.code.QCodeReference;
+import com.kingsrook.qqq.backend.core.model.metadata.dashboard.QWidgetMetaData;
+import com.kingsrook.qqq.backend.core.model.metadata.layout.QIcon;
+import com.kingsrook.qqq.frontend.materialdashboard.model.metadata.MaterialDashboardIconRoleNames;
+
+
+/*******************************************************************************
+ ** Meta Data Producer for SamplePieChart
+ *******************************************************************************/
+public class SamplePieChartWidgetMetaDataProducer extends MetaDataProducer<QWidgetMetaData>
+{
+   public static final String NAME = "SamplePieChartWidget";
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Override
+   public QWidgetMetaData produce(QInstance qInstance) throws QException
+   {
+      return new QWidgetMetaData()
+         .withName(NAME)
+         .withType(WidgetType.PIE_CHART.getType())
+         .withGridColumns(4)
+         .withIsCard(true)
+         .withLabel("Pie Chart")
+         .withTooltip("This is a sample of a pie chart")
+         .withShowReloadButton(true)
+         .withIcon(MaterialDashboardIconRoleNames.TOP_RIGHT_INSIDE_CARD, new QIcon("add_alert").withColor("#10B8A6"))
+         .withCodeReference(new QCodeReference(SamplePieChartRenderer.class));
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public static class SamplePieChartRenderer extends AbstractWidgetRenderer
+   {
+      private List<String> labels = new ArrayList<>();
+      private List<String> colors = new ArrayList<>();
+      private List<Number> data   = new ArrayList<>();
+      private List<String> urls   = new ArrayList<>();
+
+
+
+      /*******************************************************************************
+       **
+       *******************************************************************************/
+      private void addSlice(String label, String color, Number datum, String url)
+      {
+         labels.add(label);
+         colors.add(color);
+         data.add(datum);
+         urls.add(url);
+      }
+
+
+
+      /*******************************************************************************
+       **
+       *******************************************************************************/
+      @Override
+      public RenderWidgetOutput render(RenderWidgetInput input) throws QException
+      {
+         addSlice("Apple", "#FF0000", 100, null);
+         addSlice("Orange", "#FF8000", 150, null);
+         addSlice("Banana", "#FFFF00", 75, null);
+         addSlice("Lime", "#00FF00", 100, null);
+         addSlice("Blueberry", "#0000FF", 200, null);
+
+         ChartData chartData = new ChartData()
+            .withChartData(new ChartData.Data()
+               .withLabels(labels)
+               .withDatasets(List.of(
+                  new ChartData.Data.Dataset()
+                     .withLabel("Pie")
+                     .withData(data)
+                     .withBackgroundColors(colors)
+                     .withUrls(urls)
+               ))
+            );
+
+         ChartSubheaderData chartSubheaderData = new ChartSubheaderData()
+            .withMainNumber(1000)
+            .withVsPreviousNumber(100);
+         // .withMainNumberUrl(mainUrl)
+         // .withPreviousNumberUrl(previousUrl);
+
+         chartSubheaderData.calculatePercentsEtc(true);
+
+         chartData.setChartSubheaderData(chartSubheaderData);
+
+         return (new RenderWidgetOutput(chartData));
+      }
+   }
+
+}
diff --git a/qqq-sample-project/src/main/java/com/kingsrook/sampleapp/metadata/widgetsdashboard/SampleSmallLineChartWidgetMetaDataProducer.java b/qqq-sample-project/src/main/java/com/kingsrook/sampleapp/metadata/widgetsdashboard/SampleSmallLineChartWidgetMetaDataProducer.java
new file mode 100644
index 00000000..8df08dc3
--- /dev/null
+++ b/qqq-sample-project/src/main/java/com/kingsrook/sampleapp/metadata/widgetsdashboard/SampleSmallLineChartWidgetMetaDataProducer.java
@@ -0,0 +1,85 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.sampleapp.metadata.widgetsdashboard;
+
+
+import java.util.List;
+import com.kingsrook.qqq.backend.core.actions.dashboard.widgets.AbstractWidgetRenderer;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.model.actions.widgets.RenderWidgetInput;
+import com.kingsrook.qqq.backend.core.model.actions.widgets.RenderWidgetOutput;
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.ChartData;
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.WidgetType;
+import com.kingsrook.qqq.backend.core.model.metadata.MetaDataProducer;
+import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
+import com.kingsrook.qqq.backend.core.model.metadata.code.QCodeReference;
+import com.kingsrook.qqq.backend.core.model.metadata.dashboard.QWidgetMetaData;
+
+
+/*******************************************************************************
+ ** Meta Data Producer for SampleSmallLineChartWidget
+ *******************************************************************************/
+public class SampleSmallLineChartWidgetMetaDataProducer extends MetaDataProducer<QWidgetMetaData>
+{
+   public static final String NAME = "SampleSmallLineChartWidget";
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Override
+   public QWidgetMetaData produce(QInstance qInstance) throws QException
+   {
+      return new QWidgetMetaData()
+         .withName(NAME)
+         .withType(WidgetType.SMALL_LINE_CHART.getType())
+         .withGridColumns(4)
+         .withIsCard(true)
+         .withLabel("Small Line Chart")
+         .withTooltip("This is a sample of a Small Line Chart widget")
+         .withShowReloadButton(false)
+         .withCodeReference(new QCodeReference(SampleSmallLineChartWidgetRenderer.class));
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public static class SampleSmallLineChartWidgetRenderer extends AbstractWidgetRenderer
+   {
+      /*******************************************************************************
+       **
+       *******************************************************************************/
+      @Override
+      public RenderWidgetOutput render(RenderWidgetInput input) throws QException
+      {
+         List<String> labels = List.of("January", "February", "March", "April", "May");
+         List<Number> data   = List.of(1753, 1830, 920, 1543, 1804);
+
+         String description = "Total units have been <strong>increasing</strong> over the last five months.";
+         return (new RenderWidgetOutput(new ChartData("Small Line Chart", description, "Units", labels, data)));
+      }
+   }
+
+}
diff --git a/qqq-sample-project/src/main/java/com/kingsrook/sampleapp/metadata/widgetsdashboard/SampleStackedBarChartWidgetMetaDataProducer.java b/qqq-sample-project/src/main/java/com/kingsrook/sampleapp/metadata/widgetsdashboard/SampleStackedBarChartWidgetMetaDataProducer.java
new file mode 100644
index 00000000..9812ada3
--- /dev/null
+++ b/qqq-sample-project/src/main/java/com/kingsrook/sampleapp/metadata/widgetsdashboard/SampleStackedBarChartWidgetMetaDataProducer.java
@@ -0,0 +1,150 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.sampleapp.metadata.widgetsdashboard;
+
+
+import java.util.ArrayList;
+import java.util.List;
+import com.kingsrook.qqq.backend.core.actions.dashboard.widgets.AbstractWidgetRenderer;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.model.actions.widgets.RenderWidgetInput;
+import com.kingsrook.qqq.backend.core.model.actions.widgets.RenderWidgetOutput;
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.ChartData;
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.ChartSubheaderData;
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.WidgetType;
+import com.kingsrook.qqq.backend.core.model.metadata.MetaDataProducer;
+import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
+import com.kingsrook.qqq.backend.core.model.metadata.code.QCodeReference;
+import com.kingsrook.qqq.backend.core.model.metadata.dashboard.QWidgetMetaData;
+import com.kingsrook.qqq.backend.core.model.metadata.layout.QIcon;
+import com.kingsrook.qqq.frontend.materialdashboard.model.metadata.MaterialDashboardIconRoleNames;
+
+
+/*******************************************************************************
+ ** Meta Data Producer for SamplePieChart
+ *******************************************************************************/
+public class SampleStackedBarChartWidgetMetaDataProducer extends MetaDataProducer<QWidgetMetaData>
+{
+   public static final String NAME = "SampleStackedBarChartWidget";
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Override
+   public QWidgetMetaData produce(QInstance qInstance) throws QException
+   {
+      return new QWidgetMetaData()
+         .withName(NAME)
+         .withType(WidgetType.STACKED_BAR_CHART.getType())
+         .withGridColumns(4)
+         .withIsCard(true)
+         .withLabel("Stacked Bar Chart")
+         .withTooltip("This is a sample of a stacked bar chart")
+         .withShowReloadButton(true)
+         .withIcon(MaterialDashboardIconRoleNames.TOP_LEFT_INSIDE_CARD, new QIcon("new_releases").withColor("#6BA47D"))
+         .withCodeReference(new QCodeReference(SampleStackedBarChartRenderer.class));
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public static class SampleStackedBarChartRenderer extends AbstractWidgetRenderer
+   {
+      private List<String> labels = new ArrayList<>();
+      private List<String> colors = new ArrayList<>();
+      private List<Number> data   = new ArrayList<>();
+      private List<String> urls   = new ArrayList<>();
+
+
+
+      /*******************************************************************************
+       **
+       *******************************************************************************/
+      private void addSlice(String label, String color, Number datum, String url)
+      {
+         labels.add(label);
+         colors.add(color);
+         data.add(datum);
+         urls.add(url);
+      }
+
+
+
+      /*******************************************************************************
+       **
+       *******************************************************************************/
+      @Override
+      public RenderWidgetOutput render(RenderWidgetInput input) throws QException
+      {
+         addSlice("Apple", "#FF0000", 100, null);
+         addSlice("Orange", "#FF8000", 150, null);
+         addSlice("Banana", "#FFFF00", 75, null);
+         addSlice("Lime", "#00FF00", 100, null);
+         addSlice("Blueberry", "#0000FF", 200, null);
+
+         ChartData.Data.Dataset one = new ChartData.Data.Dataset()
+            .withLabel("One")
+            .withData(data)
+            .withBackgroundColors(colors)
+            .withUrls(urls);
+
+         labels = new ArrayList<>();
+         colors = new ArrayList<>();
+         data = new ArrayList<>();
+         urls = new ArrayList<>();
+
+         addSlice("Apple", "#FF0000", 50, null);
+         addSlice("Orange", "#FF8000", 100, null);
+         addSlice("Banana", "#FFFF00", 75, null);
+         addSlice("Lime", "#00FF00", 150, null);
+         addSlice("Blueberry", "#0000FF", 75, null);
+
+         ChartData.Data.Dataset two = new ChartData.Data.Dataset()
+            .withLabel("Two")
+            .withData(data)
+            .withBackgroundColors(colors)
+            .withUrls(urls);
+
+         ChartData chartData = new ChartData()
+            .withChartData(new ChartData.Data()
+               .withLabels(labels)
+               .withDatasets(List.of(one, two)));
+
+         ChartSubheaderData chartSubheaderData = new ChartSubheaderData()
+            .withMainNumber(1000)
+            .withVsPreviousNumber(100);
+         // .withMainNumberUrl(mainUrl)
+         // .withPreviousNumberUrl(previousUrl);
+
+         chartSubheaderData.calculatePercentsEtc(true);
+
+         chartData.setChartSubheaderData(chartSubheaderData);
+
+         return (new RenderWidgetOutput(chartData));
+      }
+   }
+
+}
diff --git a/qqq-sample-project/src/main/java/com/kingsrook/sampleapp/metadata/widgetsdashboard/SampleStatisticsWidgetMetaDataProducer.java b/qqq-sample-project/src/main/java/com/kingsrook/sampleapp/metadata/widgetsdashboard/SampleStatisticsWidgetMetaDataProducer.java
new file mode 100644
index 00000000..bb2781d7
--- /dev/null
+++ b/qqq-sample-project/src/main/java/com/kingsrook/sampleapp/metadata/widgetsdashboard/SampleStatisticsWidgetMetaDataProducer.java
@@ -0,0 +1,87 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.sampleapp.metadata.widgetsdashboard;
+
+
+import java.math.BigDecimal;
+import com.kingsrook.qqq.backend.core.actions.dashboard.widgets.AbstractWidgetRenderer;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.model.actions.widgets.RenderWidgetInput;
+import com.kingsrook.qqq.backend.core.model.actions.widgets.RenderWidgetOutput;
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.StatisticsData;
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.WidgetType;
+import com.kingsrook.qqq.backend.core.model.metadata.MetaDataProducer;
+import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
+import com.kingsrook.qqq.backend.core.model.metadata.code.QCodeReference;
+import com.kingsrook.qqq.backend.core.model.metadata.dashboard.QWidgetMetaData;
+import com.kingsrook.qqq.backend.core.model.metadata.layout.QIcon;
+import com.kingsrook.qqq.frontend.materialdashboard.model.metadata.MaterialDashboardIconRoleNames;
+
+
+/*******************************************************************************
+ ** Meta Data Producer for SampleStatisticsWidget
+ *******************************************************************************/
+public class SampleStatisticsWidgetMetaDataProducer extends MetaDataProducer<QWidgetMetaData>
+{
+   public static final String NAME = "SampleStatisticsWidget";
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Override
+   public QWidgetMetaData produce(QInstance qInstance) throws QException
+   {
+      return new QWidgetMetaData()
+         .withName(NAME)
+         .withType(WidgetType.STATISTICS.getType())
+         .withGridColumns(4)
+         .withIsCard(true)
+         .withLabel("Statistics")
+         .withTooltip("This is a sample of a statistics widget")
+         .withShowReloadButton(false)
+         .withIcon(MaterialDashboardIconRoleNames.TOP_LEFT_INSIDE_CARD, new QIcon("assessment").withColor("#0061FF"))
+         .withCodeReference(new QCodeReference(SampleStatisticsWidgetRenderer.class));
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public static class SampleStatisticsWidgetRenderer extends AbstractWidgetRenderer
+   {
+      /*******************************************************************************
+       **
+       *******************************************************************************/
+      @Override
+      public RenderWidgetOutput render(RenderWidgetInput input) throws QException
+      {
+         StatisticsData data = new StatisticsData("98.5%", new BigDecimal("-10.0"), "vs prev week");
+         data.withCountContext("of 481");
+         data.withPercentageURL("http://www.google.com/");
+         return (new RenderWidgetOutput(data));
+      }
+   }
+
+}
diff --git a/qqq-sample-project/src/main/java/com/kingsrook/sampleapp/metadata/widgetsdashboard/SampleStepperWidgetMetaDataProducer.java b/qqq-sample-project/src/main/java/com/kingsrook/sampleapp/metadata/widgetsdashboard/SampleStepperWidgetMetaDataProducer.java
new file mode 100644
index 00000000..10ff5ddf
--- /dev/null
+++ b/qqq-sample-project/src/main/java/com/kingsrook/sampleapp/metadata/widgetsdashboard/SampleStepperWidgetMetaDataProducer.java
@@ -0,0 +1,92 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.sampleapp.metadata.widgetsdashboard;
+
+
+import java.util.List;
+import com.kingsrook.qqq.backend.core.actions.dashboard.widgets.AbstractWidgetRenderer;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.model.actions.widgets.RenderWidgetInput;
+import com.kingsrook.qqq.backend.core.model.actions.widgets.RenderWidgetOutput;
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.StepperData;
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.WidgetType;
+import com.kingsrook.qqq.backend.core.model.metadata.MetaDataProducer;
+import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
+import com.kingsrook.qqq.backend.core.model.metadata.code.QCodeReference;
+import com.kingsrook.qqq.backend.core.model.metadata.dashboard.QWidgetMetaData;
+
+
+/*******************************************************************************
+ ** Meta Data Producer for SampleStepperWidget
+ *******************************************************************************/
+public class SampleStepperWidgetMetaDataProducer extends MetaDataProducer<QWidgetMetaData>
+{
+   public static final String NAME = "SampleStepperWidget";
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Override
+   public QWidgetMetaData produce(QInstance qInstance) throws QException
+   {
+      return new QWidgetMetaData()
+         .withName(NAME)
+         .withType(WidgetType.STEPPER.getType())
+         .withGridColumns(4)
+         .withIsCard(true)
+         .withLabel("Stepper")
+         .withTooltip("This is a sample of a stepper widget")
+         .withShowReloadButton(false)
+         .withCodeReference(new QCodeReference(SampleStepperWidgetRenderer.class));
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public static class SampleStepperWidgetRenderer extends AbstractWidgetRenderer
+   {
+      /*******************************************************************************
+       **
+       *******************************************************************************/
+      @Override
+      public RenderWidgetOutput render(RenderWidgetInput input) throws QException
+      {
+         List<StepperData.Step> stepperDataList = List.of(
+            new StepperData.Step().withLabel("Step 1: Underpants").withLinkText("Underpants").withLinkURL("http://www.google.com"),
+            new StepperData.Step().withLabel("Step 2").withLinkText("??").withLinkURL("http://www.google.com"),
+            new StepperData.Step().withLabel("Step 3:      Profit").withLinkText("Profit").withLinkURL("http://www.google.com")
+         );
+
+         StepperData stepper = new StepperData(
+            "Sample Stepper Widget",
+            1,
+            stepperDataList
+         );
+         return (new RenderWidgetOutput(stepper));
+      }
+   }
+
+}
diff --git a/qqq-sample-project/src/main/java/com/kingsrook/sampleapp/metadata/widgetsdashboard/SampleTableWidgetMetaDataProducer.java b/qqq-sample-project/src/main/java/com/kingsrook/sampleapp/metadata/widgetsdashboard/SampleTableWidgetMetaDataProducer.java
new file mode 100644
index 00000000..aff604ff
--- /dev/null
+++ b/qqq-sample-project/src/main/java/com/kingsrook/sampleapp/metadata/widgetsdashboard/SampleTableWidgetMetaDataProducer.java
@@ -0,0 +1,127 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.sampleapp.metadata.widgetsdashboard;
+
+
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Map;
+import com.kingsrook.qqq.backend.core.actions.dashboard.widgets.AbstractWidgetRenderer;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.model.actions.widgets.RenderWidgetInput;
+import com.kingsrook.qqq.backend.core.model.actions.widgets.RenderWidgetOutput;
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.TableData;
+import com.kingsrook.qqq.backend.core.model.dashboard.widgets.WidgetType;
+import com.kingsrook.qqq.backend.core.model.metadata.MetaDataProducer;
+import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
+import com.kingsrook.qqq.backend.core.model.metadata.code.QCodeReference;
+import com.kingsrook.qqq.backend.core.model.metadata.dashboard.QWidgetMetaData;
+import com.kingsrook.qqq.backend.core.utils.collections.MapBuilder;
+
+
+/*******************************************************************************
+ ** Meta Data Producer for SampleStatisticsWidget
+ *******************************************************************************/
+public class SampleTableWidgetMetaDataProducer extends MetaDataProducer<QWidgetMetaData>
+{
+   public static final String NAME = "SampleTableWidget";
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Override
+   public QWidgetMetaData produce(QInstance qInstance) throws QException
+   {
+      return new QWidgetMetaData()
+         .withName(NAME)
+         .withType(WidgetType.TABLE.getType())
+         .withGridColumns(4)
+         .withIsCard(true)
+         .withLabel("Table")
+         .withTooltip("This is a sample of a table widget")
+         .withShowReloadButton(false)
+         .withCodeReference(new QCodeReference(SampleTableWidgetRenderer.class));
+   }
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   public static class SampleTableWidgetRenderer extends AbstractWidgetRenderer
+   {
+
+      /*******************************************************************************
+       **
+       *******************************************************************************/
+      @Override
+      public RenderWidgetOutput render(RenderWidgetInput input) throws QException
+      {
+         ////////////////////////////////////
+         // setup datastructures for table //
+         ////////////////////////////////////
+         List<Map<String, Object>> tableRows = new ArrayList<>();
+         List<TableData.Column> columns = List.of(
+            new TableData.Column("html", "Name", "name", "2fr", null),
+            new TableData.Column("html", "Age", "age", "1fr", "right"),
+            new TableData.Column("html", "Hometown", "hometown", "3fr", null)
+         );
+
+         TableData tableData = new TableData(null, columns, tableRows)
+            .withRowsPerPage(100)
+            .withFixedStickyLastRow(true)
+            .withHidePaginationDropdown(true);
+
+         tableRows.add(MapBuilder.of(
+            "name", "Darin",
+            "age", "43",
+            "hometown", "Chesterfield, MO"
+         ));
+
+         tableRows.add(MapBuilder.of(
+            "name", "James",
+            "age", "43",
+            "hometown", "Chester, IL"
+         ));
+
+         tableRows.add(MapBuilder.of(
+            "name", "Tim",
+            "age", "47",
+            "hometown", "Maryville, IL"
+         ));
+
+         ///////////////////////////////////////////////////
+         // totals row - just the last row in our table!! //
+         ///////////////////////////////////////////////////
+         tableRows.add(MapBuilder.of(
+            "name", "Total",
+            "age", "43",
+            "hometown", "U.S.A."
+         ));
+
+         return (new RenderWidgetOutput(tableData));
+      }
+   }
+
+}
diff --git a/qqq-sample-project/src/main/java/com/kingsrook/sampleapp/metadata/widgetsdashboard/SampleWidgetsDashboardMetaDataProducer.java b/qqq-sample-project/src/main/java/com/kingsrook/sampleapp/metadata/widgetsdashboard/SampleWidgetsDashboardMetaDataProducer.java
new file mode 100644
index 00000000..e1f3a650
--- /dev/null
+++ b/qqq-sample-project/src/main/java/com/kingsrook/sampleapp/metadata/widgetsdashboard/SampleWidgetsDashboardMetaDataProducer.java
@@ -0,0 +1,82 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2024.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.sampleapp.metadata.widgetsdashboard;
+
+
+import java.util.List;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.model.metadata.MetaDataProducer;
+import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
+import com.kingsrook.qqq.backend.core.model.metadata.layout.QAppMetaData;
+import com.kingsrook.qqq.backend.core.model.metadata.layout.QIcon;
+
+
+/*******************************************************************************
+ ** Meta Data Producer for SampleWidgetsDashboard
+ *******************************************************************************/
+public class SampleWidgetsDashboardMetaDataProducer extends MetaDataProducer<QAppMetaData>
+{
+   public static final String NAME = "SampleWidgetsDashboard";
+
+
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Override
+   public QAppMetaData produce(QInstance qInstance) throws QException
+   {
+      // Divider
+      // Parent
+      // Process...
+
+      // USMap ??
+      // QuickSightChart ??
+      // ChildRecordList
+      // FieldValueList
+
+      ////////////////////////////////////
+      // in java enum, but not frontend //
+      ////////////////////////////////////
+      // HORIZONTAL_BAR_CHART("horizontalBarChart"),
+      // LOCATION("location"),
+
+      return (new QAppMetaData()
+         .withName(NAME)
+         .withIcon(new QIcon("widgets"))
+         .withWidgets(List.of(
+            SampleBigNumberBlocksWidgetMetaDataProducer.NAME,
+            SampleMultiStatisticsWidgetMetaDataProducer.NAME,
+            SamplePieChartWidgetMetaDataProducer.NAME,
+            SampleStatisticsWidgetMetaDataProducer.NAME,
+            SampleTableWidgetMetaDataProducer.NAME,
+            SampleStackedBarChartWidgetMetaDataProducer.NAME,
+            SampleStepperWidgetMetaDataProducer.NAME,
+            SampleHTMLWidgetMetaDataProducer.NAME,
+            SampleSmallLineChartWidgetMetaDataProducer.NAME,
+            SampleLineChartWidgetMetaDataProducer.NAME,
+            SampleBarChartWidgetMetaDataProducer.NAME
+         )));
+
+   }
+
+}
diff --git a/qqq-sample-project/src/test/java/com/kingsrook/sampleapp/SampleCliTest.java b/qqq-sample-project/src/test/java/com/kingsrook/sampleapp/SampleCliTest.java
index 787899bc..e342f586 100644
--- a/qqq-sample-project/src/test/java/com/kingsrook/sampleapp/SampleCliTest.java
+++ b/qqq-sample-project/src/test/java/com/kingsrook/sampleapp/SampleCliTest.java
@@ -25,6 +25,7 @@ package com.kingsrook.sampleapp;
 import com.kingsrook.qqq.backend.core.context.QContext;
 import com.kingsrook.qqq.backend.core.exceptions.QException;
 import com.kingsrook.qqq.backend.core.model.session.QSession;
+import com.kingsrook.sampleapp.metadata.SampleMetaDataProvider;
 import org.junit.jupiter.api.Test;
 import static org.junit.jupiter.api.Assertions.assertEquals;
 import static org.junit.jupiter.api.Assertions.assertNotEquals;
diff --git a/qqq-sample-project/src/test/java/com/kingsrook/sampleapp/SampleMetaDataProviderTest.java b/qqq-sample-project/src/test/java/com/kingsrook/sampleapp/SampleMetaDataProviderTest.java
index 0c40f0b0..ec3355fe 100644
--- a/qqq-sample-project/src/test/java/com/kingsrook/sampleapp/SampleMetaDataProviderTest.java
+++ b/qqq-sample-project/src/test/java/com/kingsrook/sampleapp/SampleMetaDataProviderTest.java
@@ -44,6 +44,7 @@ import com.kingsrook.qqq.backend.module.filesystem.local.actions.FilesystemQuery
 import com.kingsrook.qqq.backend.module.filesystem.local.model.metadata.FilesystemTableBackendDetails;
 import com.kingsrook.qqq.backend.module.rdbms.jdbc.ConnectionManager;
 import com.kingsrook.qqq.backend.module.rdbms.jdbc.QueryManager;
+import com.kingsrook.sampleapp.metadata.SampleMetaDataProvider;
 import org.apache.commons.io.FileUtils;
 import org.apache.commons.io.IOUtils;
 import org.junit.jupiter.api.AfterAll;
diff --git a/qqq-sample-project/src/test/java/com/kingsrook/sampleapp/dashboard/widgets/RenderAllWidgetsTest.java b/qqq-sample-project/src/test/java/com/kingsrook/sampleapp/dashboard/widgets/RenderAllWidgetsTest.java
new file mode 100644
index 00000000..4b9af90c
--- /dev/null
+++ b/qqq-sample-project/src/test/java/com/kingsrook/sampleapp/dashboard/widgets/RenderAllWidgetsTest.java
@@ -0,0 +1,72 @@
+/*
+ * QQQ - Low-code Application Framework for Engineers.
+ * Copyright (C) 2021-2022.  Kingsrook, LLC
+ * 651 N Broad St Ste 205 # 6917 | Middletown DE 19709 | United States
+ * contact@kingsrook.com
+ * https://github.com/Kingsrook/
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <https://www.gnu.org/licenses/>.
+ */
+
+package com.kingsrook.sampleapp.dashboard.widgets;
+
+
+import com.kingsrook.qqq.backend.core.actions.dashboard.RenderWidgetAction;
+import com.kingsrook.qqq.backend.core.context.QContext;
+import com.kingsrook.qqq.backend.core.exceptions.QException;
+import com.kingsrook.qqq.backend.core.model.actions.widgets.RenderWidgetInput;
+import com.kingsrook.qqq.backend.core.model.actions.widgets.RenderWidgetOutput;
+import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
+import com.kingsrook.qqq.backend.core.model.metadata.dashboard.QWidgetMetaDataInterface;
+import com.kingsrook.qqq.backend.core.model.metadata.dashboard.QuickSightChartMetaData;
+import com.kingsrook.qqq.backend.core.model.session.QSession;
+import com.kingsrook.sampleapp.metadata.SampleMetaDataProvider;
+import org.junit.jupiter.api.Test;
+
+
+/*******************************************************************************
+ ** Unit test for PersonsByCreateDateBarChart
+ *******************************************************************************/
+class RenderAllWidgetsTest
+{
+
+   /*******************************************************************************
+    **
+    *******************************************************************************/
+   @Test
+   void test() throws QException
+   {
+      QInstance qInstance = SampleMetaDataProvider.defineInstance();
+      QContext.init(qInstance, new QSession());
+
+      ////////////////////////////////////////////////////////////////
+      // make sure no widgets throw - and we get some code coverage //
+      ////////////////////////////////////////////////////////////////
+      for(QWidgetMetaDataInterface widget : qInstance.getWidgets().values())
+      {
+         if(widget instanceof QuickSightChartMetaData)
+         {
+            ///////////////////////////////////////////
+            // credentials not in circleci, so, skip //
+            ///////////////////////////////////////////
+            continue;
+         }
+
+         RenderWidgetInput input = new RenderWidgetInput();
+         input.setWidgetMetaData(widget);
+         RenderWidgetOutput output = new RenderWidgetAction().execute(input);
+      }
+   }
+
+}
diff --git a/qqq-sample-project/src/test/java/com/kingsrook/sampleapp/processes/clonepeople/ClonePeopleTransformStepTest.java b/qqq-sample-project/src/test/java/com/kingsrook/sampleapp/processes/clonepeople/ClonePeopleTransformStepTest.java
index d0f73521..82be6e49 100644
--- a/qqq-sample-project/src/test/java/com/kingsrook/sampleapp/processes/clonepeople/ClonePeopleTransformStepTest.java
+++ b/qqq-sample-project/src/test/java/com/kingsrook/sampleapp/processes/clonepeople/ClonePeopleTransformStepTest.java
@@ -35,8 +35,8 @@ import com.kingsrook.qqq.backend.core.model.actions.tables.query.QueryInput;
 import com.kingsrook.qqq.backend.core.model.actions.tables.query.QueryOutput;
 import com.kingsrook.qqq.backend.core.model.metadata.QInstance;
 import com.kingsrook.qqq.backend.core.model.session.QSession;
-import com.kingsrook.sampleapp.SampleMetaDataProvider;
 import com.kingsrook.sampleapp.SampleMetaDataProviderTest;
+import com.kingsrook.sampleapp.metadata.SampleMetaDataProvider;
 import org.junit.jupiter.api.AfterAll;
 import org.junit.jupiter.api.BeforeAll;
 import org.junit.jupiter.api.Test;