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Update build-data-pipeline.md to remove unavailable extension #14240

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Update build-data-pipeline.md to remove unavaillabe extension
akoppanur Feb 12, 2025
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typo fixes
v-dirichards Apr 21, 2026
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7 changes: 7 additions & 0 deletions docs/pipelines/apps/cd/azure/build-data-pipeline.md
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Expand Up @@ -28,6 +28,13 @@ Before you begin, you need:
- Access to the [data pipeline solution](https://github.com/MicrosoftDocs/azure-devops-docs-samples/tree/main/azure-data-pipeline) in GitHub.
- [DevOps for Azure Databricks](https://marketplace.visualstudio.com/items?itemName=riserrad.azdo-databricks).

> DevOps for Azure Databricks extension is no longer available. Here is the pipeline yml file that referes to the unavailable extension:
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> https://github.com/MicrosoftDocs/azure-devops-docs-samples/blob/main/azure-data-pipeline/data_pipeline_ci_cd.yml
> Customer's have reported this issue and requested alternate methods. See here: https://github.com/microsoft/azdo-databricks/pull/43
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Copilot AI Apr 21, 2026

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The prerequisites still list the “DevOps for Azure Databricks” marketplace extension as required, but the new note says it’s no longer available. This is contradictory for readers; please either remove this prerequisite entirely or replace it with supported steps (and update the rest of the article/pipeline guidance accordingly).

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> This documentation needs to be updated to provide our own custom script for deployment to Azure Databricks and ADF or documentation to be removed.
> There is an alternate third-party extension:
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This introduces a third-party extension link without the disclaimer used elsewhere in this repo when recommending external tools. Consider adding an [!IMPORTANT] disclaimer that Microsoft doesn’t endorse/support third-party extensions (see docs/repos/git/import-from-TFVC.md:69-71 for the standard wording).

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> There is an alternate third-party extension:
>
> [!IMPORTANT]
> Microsoft does not support or endorse third-party extensions. There is an alternate third-party extension:

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> https://marketplace.visualstudio.com/items?itemName=DataThirstLtd.databricksDeployScriptsTasks
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This blockquote reads like internal PR/triage notes (“customers have reported…”, “this documentation needs to be updated…”). For published docs, please rewrite this as a user-facing admonition (for example, a [!NOTE]/[!IMPORTANT] callout) that clearly states what readers should do now (supported alternative) rather than describing what maintainers need to do.

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> DevOps for Azure Databricks extension is no longer available. Here is the pipeline yml file that referes to the unavailable extension:
> https://github.com/MicrosoftDocs/azure-devops-docs-samples/blob/main/azure-data-pipeline/data_pipeline_ci_cd.yml
> Customer's have reported this issue and requested alternate methods. See here: https://github.com/microsoft/azdo-databricks/pull/43
> This documentation needs to be updated to provide our own custom script for deployment to Azure Databricks and ADF or documentation to be removed.
> There is an alternate third-party extension:
> https://marketplace.visualstudio.com/items?itemName=DataThirstLtd.databricksDeployScriptsTasks
> [!IMPORTANT]
> The DevOps for Azure Databricks extension is no longer available. The sample pipeline YAML file, [data_pipeline_ci_cd.yml](https://github.com/MicrosoftDocs/azure-devops-docs-samples/blob/main/azure-data-pipeline/data_pipeline_ci_cd.yml), still references this extension and won't work as written.
>
> To use this sample, update the pipeline to deploy Azure Databricks and Azure Data Factory by using your own scripts or tasks instead of the unavailable extension. You can also evaluate a third-party alternative, such as [Databricks Deploy Scripts Tasks](https://marketplace.visualstudio.com/items?itemName=DataThirstLtd.databricksDeployScriptsTasks), if it meets your requirements.

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## Provision Azure resources

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