Update name to Declarative Automation Bundles by lennartkats-db · Pull Request #148 · databricks/bundle-examples

lennartkats-db · 2026-03-26T12:06:44Z

Rename all references to "Databricks Asset Bundles" to "Declarative Automation Bundles (DABs)," matching the rename in the CLI.

Related: #147

Co-authored-by: Isaac

Match the CLI convention: straight replacement without appending the acronym everywhere. Co-authored-by: Isaac

Co-authored-by: Isaac

juliacrawf-db · 2026-03-26T14:48:39Z

contrib/data_engineering/databricks.yml

@@ -1,4 +1,4 @@
-# This is a Databricks asset bundle definition for data_engineering.
+# This is a Declarative Automation Bundle definition for data_engineering.


We never do this. The product name is "Declarative Automation Bundles". So either use that (i think it's fine here) or if it's singular, then just use "bundle".

Suggested change

# This is a Declarative Automation Bundle definition for data_engineering.

# This is a bundle definition for data_engineering.

juliacrawf-db · 2026-03-26T14:49:12Z

contrib/job_with_ai_parse_document/databricks.yml

@@ -1,4 +1,4 @@
-# This is a Databricks asset bundle definition for ai_parse_document_workflow.
+# This is a Declarative Automation Bundle definition for ai_parse_document_workflow.


Suggested change

# This is a Declarative Automation Bundle definition for ai_parse_document_workflow.

# This is a bundle definition for ai_parse_document_workflow.

Same here.

juliacrawf-db · 2026-03-26T14:50:04Z

contrib/job_with_ai_parse_document/README.md

 # AI Document Processing Job with Structured Streaming

-A Databricks Asset Bundle demonstrating **incremental document processing** using `ai_parse_document`, `ai_query`, and Databricks Jobs with Structured Streaming.
+A Declarative Automation Bundle demonstrating **incremental document processing** using `ai_parse_document`, `ai_query`, and Databricks Jobs with Structured Streaming.


Suggested change

A Declarative Automation Bundle demonstrating **incremental document processing** using `ai_parse_document`, `ai_query`, and Databricks Jobs with Structured Streaming.

This Declarative Automation Bundles example demonstrates incremental document processing using `ai_parse_document`, `ai_query`, and Databricks Jobs with Structured Streaming.

Same here - the product name is plural, so changed the language to work with that. Also a nit to remove the inline-bold AI tell.

juliacrawf-db · 2026-03-26T14:50:40Z

contrib/templates/data-engineering/template/{{.project_name}}/databricks.yml.tmpl

@@ -1,4 +1,4 @@
-# This is a Databricks asset bundle definition for {{.project_name}}.
+# This is a Declarative Automation Bundle definition for {{.project_name}}.


Suggested change

# This is a Declarative Automation Bundle definition for {{.project_name}}.

# This is a bundle definition for {{.project_name}}.

Same here

juliacrawf-db · 2026-03-26T14:50:58Z

contrib/templates/default-scala/template/{{.project_name}}/databricks.yml.tmpl

@@ -1,4 +1,4 @@
-# This is a Databricks asset bundle definition for {{.project_name}}.
+# This is a Declarative Automation Bundle definition for {{.project_name}}.


Suggested change

# This is a Declarative Automation Bundle definition for {{.project_name}}.

# This is a bundle definition for {{.project_name}}.

juliacrawf-db · 2026-03-26T14:51:28Z

contrib/templates/streamlit-app/template/{{.project_name}}/databricks.yml.tmpl

@@ -1,4 +1,4 @@
-# This is a Databricks asset bundle definition for {{.project_name}}.
+# This is a Declarative Automation Bundle definition for {{.project_name}}.


Suggested change

# This is a Declarative Automation Bundle definition for {{.project_name}}.

# This is a bundle definition for {{.project_name}}.

juliacrawf-db · 2026-03-26T14:51:42Z

knowledge_base/app_with_database/databricks.yml

@@ -1,4 +1,4 @@
-# This is a Databricks asset bundle definition for app_with_database.
+# This is a Declarative Automation Bundle definition for app_with_database.


Suggested change

# This is a Declarative Automation Bundle definition for app_with_database.

# This is a bundle definition for app_with_database.

juliacrawf-db · 2026-03-26T14:53:20Z

knowledge_base/app_with_database/README.md


 This example demonstrates how to define a Databricks app backed by 
-an OLTP Postgres   in a Databricks Asset Bundle.
+an OLTP Postgres   in a Declarative Automation Bundle.


Suggested change

an OLTP Postgres in a Declarative Automation Bundle.

an OLTP Postgres in a bundle.

juliacrawf-db · 2026-03-26T14:54:27Z

knowledge_base/dashboard_nyc_taxi/README.md

 # Dashboard for NYC Taxi Trip Analysis

-This example shows how to define a Databricks Asset Bundle with an AI/BI dashboard and a job that captures a snapshot of the dashboard and emails it to a subscriber.
+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.


Suggested change

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.

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.

juliacrawf-db · 2026-03-26T14:54:52Z

knowledge_base/database_with_catalog/README.md

 # OLTP database instance with a catalog

-This example demonstrates how to define an OLTP database instance and a database catalog in a Databricks Asset Bundle.
+This example demonstrates how to define an OLTP database instance and a database catalog in a Declarative Automation Bundle.


Suggested change

This example demonstrates how to define an OLTP database instance and a database catalog in a Declarative Automation Bundle.

This Declarative Automation Bundles example demonstrates how to define an OLTP database instance and a database catalog.

juliacrawf-db · 2026-03-26T14:55:16Z

knowledge_base/databricks_app/README.md

 # Databricks App for working with Databricks jobs

-This example demonstrates how to define an Databricks App in a Databricks Asset Bundle.
+This example demonstrates how to define an Databricks App in a Declarative Automation Bundle.


Suggested change

This example demonstrates how to define an Databricks App in a Declarative Automation Bundle.

This Declarative Automation Bundles example demonstrates how to define a Databricks App.

juliacrawf-db · 2026-03-26T14:55:36Z

knowledge_base/development_cluster/README.md

 # Development cluster

-This example demonstrates how to define and use a development (all-purpose) cluster in a Databricks Asset Bundle.
+This example demonstrates how to define and use a development (all-purpose) cluster in a Declarative Automation Bundle.


Suggested change

This example demonstrates how to define and use a development (all-purpose) cluster in a Declarative Automation Bundle.

This Declarative Automation Bundles example demonstrates how to define and use a development (all-purpose) cluster.

juliacrawf-db · 2026-03-26T14:55:49Z

knowledge_base/job_backfill_data/databricks.yml

@@ -1,4 +1,4 @@
-# This is a Databricks asset bundle definition for job backfill data.
+# This is a Declarative Automation Bundle definition for job backfill data.


Suggested change

# This is a Declarative Automation Bundle definition for job backfill data.

# This is a bundle definition for job backfill data.

juliacrawf-db · 2026-03-26T14:56:31Z

knowledge_base/job_backfill_data/README.md

 # job_backfill_data

-This example demonstrates a Databricks Asset Bundle (DABs) Job that runs a SQL task with a date parameter for backfilling data.
+This example demonstrates a Declarative Automation Bundle Job that runs a SQL task with a date parameter for backfilling data.


Suggested change

This example demonstrates a Declarative Automation Bundle Job that runs a SQL task with a date parameter for backfilling data.

This Declarative Automation Bundles example demonstrates how to define a job that runs a SQL task with a date parameter for backfilling data.

juliacrawf-db · 2026-03-26T14:57:38Z

knowledge_base/job_conditional_execution/databricks.yml

@@ -1,4 +1,4 @@
-# This is a Databricks asset bundle definition for job conditional execution.
+# This is a Declarative Automation Bundle definition for job conditional execution.


Suggested change

# This is a Declarative Automation Bundle definition for job conditional execution.

# This is a bundle definition for a job with conditional execution.

Or "...a job that runs based on a condition."?

juliacrawf-db · 2026-03-26T14:57:50Z

knowledge_base/job_file_arrival/databricks.yml

@@ -1,4 +1,4 @@
-# This is a Databricks asset bundle definition for job file arrival.
+# This is a Declarative Automation Bundle definition for job file arrival.


Suggested change

# This is a Declarative Automation Bundle definition for job file arrival.

# This is a bundle definition for job file arrival.

juliacrawf-db · 2026-03-26T14:58:00Z

knowledge_base/job_programmatic_generation/databricks.yml

@@ -1,4 +1,4 @@
-# This is a Databricks asset bundle definition for job programmatic generation.
+# This is a Declarative Automation Bundle definition for job programmatic generation.


Suggested change

# This is a Declarative Automation Bundle definition for job programmatic generation.

# This is a bundle definition for job programmatic generation.

juliacrawf-db · 2026-03-26T14:58:16Z

knowledge_base/job_read_secret/README.md

 # Databricks job that reads a secret from a secret scope

-This example demonstrates how to define a secret scope and a job with a task that reads from it in a Databricks Asset Bundle.
+This example demonstrates how to define a secret scope and a job with a task that reads from it in a Declarative Automation Bundle.


Suggested change

This example demonstrates how to define a secret scope and a job with a task that reads from it in a Declarative Automation Bundle.

This Declarative Automation Bundles example demonstrates how to define a secret scope and a job with a task that reads from it.

juliacrawf-db · 2026-03-26T14:58:25Z

knowledge_base/job_table_update_trigger/databricks.yml

@@ -1,4 +1,4 @@
-# This is a Databricks asset bundle definition for job table update trigger.
+# This is a Declarative Automation Bundle definition for job table update trigger.


Suggested change

# This is a Declarative Automation Bundle definition for job table update trigger.

# This is a bundle definition for a job with a table update trigger.

juliacrawf-db · 2026-03-26T14:59:56Z

knowledge_base/job_with_for_each/databricks.yml

@@ -1,4 +1,4 @@
-# This is a Databricks asset bundle definition for job with for each.
+# This is a Declarative Automation Bundle definition for job with for each.


Suggested change

# This is a Declarative Automation Bundle definition for job with for each.

# This is a bundle definition for a job with a for each task.

juliacrawf-db · 2026-03-26T15:00:27Z

knowledge_base/job_with_multiple_wheels/README.md

 # Job with multiple wheels

-This example demonstrates how to define and use a job with multiple wheel dependencies in a Databricks Asset Bundle.
+This example demonstrates how to define and use a job with multiple wheel dependencies in a Declarative Automation Bundle.


Suggested change

This example demonstrates how to define and use a job with multiple wheel dependencies in a Declarative Automation Bundle.

This Declarative Automation Bundles example demonstrates how to define and use a job with multiple wheel dependencies.

juliacrawf-db · 2026-03-26T15:00:42Z

knowledge_base/job_with_task_values/databricks.yml

@@ -1,4 +1,4 @@
-# This is a Databricks asset bundle definition for job with task values.
+# This is a Declarative Automation Bundle definition for job with task values.


Suggested change

# This is a Declarative Automation Bundle definition for job with task values.

# This is a bundle definition for a job with task values.

knowledge_base/private_wheel_packages/README.md

juliacrawf-db · 2026-03-26T15:01:06Z

knowledge_base/private_wheel_packages/README.md


 You can refer to private wheel files from job libraries or serverless environments by downloading the wheel
-and making it part of your Databricks Asset Bundle deployment.
+and making it part of your Declarative Automation Bundle deployment.


Suggested change

and making it part of your Declarative Automation Bundle deployment.

and making it part of your bundle deployment.

knowledge_base/python_wheel_poetry/README.md

knowledge_base/serverless_job/README.md

knowledge_base/write_from_job_to_volume/README.md

Co-authored-by: Julia Crawford (Databricks) <julia.crawford@databricks.com>

Use "bundle definition" in YAML comments and "Declarative Automation Bundles example" in README descriptions per Julia's PR #148 review. Co-authored-by: Isaac

lennartkats-db added 4 commits March 26, 2026 10:59

Rename Databricks Asset Bundles to Declarative Automation Bundles (DABs)

9c0934b

Co-authored-by: Isaac

Remove accidentally committed temp files

e597681

Co-authored-by: Isaac

Remove redundant (DABs) acronym after each mention

ebde463

Match the CLI convention: straight replacement without appending the acronym everywhere. Co-authored-by: Isaac

Remove accidentally staged temp files

7c1c43c

Co-authored-by: Isaac

lennartkats-db requested a review from simonfaltum March 26, 2026 12:06

lennartkats-db enabled auto-merge (squash) March 26, 2026 12:07

pietern approved these changes Mar 26, 2026

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lennartkats-db and others added 5 commits March 27, 2026 13:36

Update knowledge_base/private_wheel_packages/README.md

8bb7289

Co-authored-by: Julia Crawford (Databricks) <julia.crawford@databricks.com>

Update knowledge_base/python_wheel_poetry/README.md

efbaa20

Co-authored-by: Julia Crawford (Databricks) <julia.crawford@databricks.com>

Update knowledge_base/serverless_job/README.md

e69fcb7

Co-authored-by: Julia Crawford (Databricks) <julia.crawford@databricks.com>

Update knowledge_base/write_from_job_to_volume/README.md

69184a1

Co-authored-by: Julia Crawford (Databricks) <julia.crawford@databricks.com>

Retrigger CI

85060be

lennartkats-db merged commit 16d8874 into main Mar 31, 2026
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lennartkats-db deleted the rename-to-dabs branch March 31, 2026 15:58

lennartkats-db mentioned this pull request Apr 2, 2026

Apply wording changes suggested with Declarative Automation Bundles rename #150

Open

		@@ -1,4 +1,4 @@
		# This is a Databricks asset bundle definition for data_engineering.
		# This is a Declarative Automation Bundle definition for data_engineering.

	# This is a Declarative Automation Bundle definition for data_engineering.
	# This is a bundle definition for data_engineering.

	# This is a Declarative Automation Bundle definition for ai_parse_document_workflow.
	# This is a bundle definition for ai_parse_document_workflow.

	A Declarative Automation Bundle demonstrating incremental document processing using `ai_parse_document`, `ai_query`, and Databricks Jobs with Structured Streaming.
	This Declarative Automation Bundles example demonstrates incremental document processing using `ai_parse_document`, `ai_query`, and Databricks Jobs with Structured Streaming.

	# This is a Declarative Automation Bundle definition for {{.project_name}}.
	# This is a bundle definition for {{.project_name}}.

	# This is a Declarative Automation Bundle definition for app_with_database.
	# This is a bundle definition for app_with_database.

	an OLTP Postgres in a Declarative Automation Bundle.
	an OLTP Postgres in a bundle.

	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.
	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.

	This example demonstrates how to define an OLTP database instance and a database catalog in a Declarative Automation Bundle.
	This Declarative Automation Bundles example demonstrates how to define an OLTP database instance and a database catalog.

	# This is a Declarative Automation Bundle definition for job backfill data.
	# This is a bundle definition for job backfill data.

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

	# This is a Declarative Automation Bundle definition for job conditional execution.
	# This is a bundle definition for a job with conditional execution.

	# This is a Declarative Automation Bundle definition for job file arrival.
	# This is a bundle definition for job file arrival.

	# This is a Declarative Automation Bundle definition for job programmatic generation.
	# This is a bundle definition for job programmatic generation.

	and making it part of your Declarative Automation Bundle deployment.
	and making it part of your bundle deployment.

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lennartkats-db commented Mar 26, 2026

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juliacrawf-db Mar 26, 2026 • edited Loading Uh oh! There was an error while loading. Please reload this page.

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juliacrawf-db Mar 26, 2026 •

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