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docs/pipelines/ecosystems/customize-python.md

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@@ -3,7 +3,7 @@ title: Customize Python pipelines
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description: See how to use Azure Pipelines to customize, build, test, package, and deliver Python apps and code.
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ms.topic: conceptual
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ms.custom: devx-track-python
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ms.date: 07/12/2024
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ms.date: 06/09/2025
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monikerRange: '<= azure-devops'
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---
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This article describes how to customize building, testing, packaging, and delivering Python apps and code in Azure Pipelines. To create your first pipeline with Python, see the [Python quickstart](python.md).
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::: moniker range=">=azure-devops"
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With [Microsoft-hosted agents](../agents/hosted.md) in Azure Pipelines, you can build your Python apps without having to set up your own infrastructure. Tools that you commonly use to build, test, and run Python apps, including `pip`, are preinstalled.
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With [Microsoft-hosted agents](../agents/hosted.md) in Azure Pipelines, you can build Python apps without setting up your own infrastructure. Tools that you commonly use to build, test, and run Python apps, including `pip`, are preinstalled.
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You might need to [request the free grant of parallel jobs](https://aka.ms/azpipelines-parallelism-request) or purchase a [parallel job](../licensing/concurrent-jobs.md) to run your pipelines.
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::: moniker-end
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## Package and deliver code
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To authenticate with `twine`, use the [Python twine upload authenticate task](/azure/devops/pipelines/tasks/reference/twine-authenticate-v1) to store authentication credentials in the `PYPIRC_PATH` environment variable.
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Authenticate with `twine` by using the [Python twine upload authenticate task](/azure/devops/pipelines/tasks/reference/twine-authenticate-v1) to store authentication credentials in the `PYPIRC_PATH` environment variable.
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```yaml
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- task: TwineAuthenticate@0
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- task: TwineAuthenticate@1
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inputs:
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artifactFeed: '<Azure Artifacts feed name>'
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pythonUploadServiceConnection: '<twine service connection from external organization>'

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