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Apply Julia's review suggestions for DABs naming conventions
Use "bundle definition" in YAML comments and "Declarative Automation Bundles example" in README descriptions per Julia's PR #148 review. Co-authored-by: Isaac
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contrib/data_engineering/databricks.yml

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# This is a Declarative Automation Bundle definition for data_engineering.
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# This is a bundle definition for data_engineering.
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# See https://docs.databricks.com/dev-tools/bundles/index.html for documentation.
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bundle:
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name: data_engineering

contrib/job_with_ai_parse_document/README.md

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# AI Document Processing Job with Structured Streaming
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A Declarative Automation Bundle demonstrating **incremental document processing** using `ai_parse_document`, `ai_query`, and Databricks Jobs with Structured Streaming.
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This Declarative Automation Bundles example demonstrates incremental document processing using `ai_parse_document`, `ai_query`, and Databricks Jobs with Structured Streaming.
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## Overview
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contrib/job_with_ai_parse_document/databricks.yml

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# This is a Declarative Automation Bundle definition for ai_parse_document_workflow.
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# This is a bundle definition for ai_parse_document_workflow.
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# See https://docs.databricks.com/dev-tools/bundles/index.html for documentation.
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bundle:
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name: ai_parse_document_workflow

knowledge_base/app_with_database/README.md

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# Databricks app with OLTP database
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This example demonstrates how to define a Databricks app backed by
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an OLTP Postgres in a Declarative Automation Bundle.
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an OLTP Postgres in a bundle.
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It includes and deploys an example application that uses Python and Dash and a database instance.
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When application is started it provisions its own schema and demonstration data in the OLTP database.

knowledge_base/app_with_database/databricks.yml

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# This is a Declarative Automation Bundle definition for app_with_database.
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# This is a bundle definition for app_with_database.
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bundle:
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name: app_with_database_example
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knowledge_base/dashboard_nyc_taxi/README.md

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# Dashboard for NYC Taxi Trip Analysis
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This example shows how to define a Declarative Automation Bundle with an AI/BI dashboard and a job that captures a snapshot of the dashboard and emails it to a subscriber.
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This Declarative Automation Bundles example shows how to define an AI/BI dashboard and a job that captures a snapshot of the dashboard and emails it to a subscriber.
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It deploys the sample __NYC Taxi Trip Analysis__ dashboard to a Databricks workspace and configures a daily schedule to run the dashboard and send the snapshot in email to a specified email address.
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knowledge_base/database_with_catalog/README.md

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# OLTP database instance with a catalog
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This example demonstrates how to define an OLTP database instance and a database catalog in a Declarative Automation Bundle.
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This Declarative Automation Bundles example demonstrates how to define an OLTP database instance and a database catalog.
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It includes and deploys an example database instance and a catalog. When data changes in the database instance, they are reflected in Unity Catalog.
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knowledge_base/databricks_app/README.md

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# Databricks App for working with Databricks jobs
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This example demonstrates how to define an Databricks App in a Declarative Automation Bundle.
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This Declarative Automation Bundles example demonstrates how to define a Databricks App.
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It includes and deploys an example app and a job managed by DABs to a Databricks workspace.
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The app shows current status of the job and lists all existing runs.

knowledge_base/development_cluster/README.md

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# Development cluster
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This example demonstrates how to define and use a development (all-purpose) cluster in a Declarative Automation Bundle.
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This Declarative Automation Bundles example demonstrates how to define and use a development (all-purpose) cluster.
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This bundle defines an `example_job` which is run on a job cluster in production mode.
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knowledge_base/job_backfill_data/README.md

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# job_backfill_data
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This example demonstrates a Declarative Automation Bundle Job that runs a SQL task with a date parameter for backfilling data.
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This Declarative Automation Bundles example demonstrates how to define a job that runs a SQL task with a date parameter for backfilling data.
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The Job consists of:
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