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articles/machine-learning/how-to-identity-based-data-access.md

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* Set up fine-grained permissions, where different workspace users can have access to different storage accounts or folders within storage accounts.
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* Audit storage access because the storage logs show which identities were used to access data.
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> [!WARNING]
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> [!IMPORTANT]
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> This functionality has the following limitations
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> * Feature is only supported for experiments submitted via the [Azure Machine Learning CLI](how-to-configure-cli.md)
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> * Only CommandJobs, and PipelineJobs with CommandSteps and AutoMLSteps are supported
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> * User identity and compute managed identity cannot be used for authentication within same job.
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> * This feature is __public preview__. Preview features are provided without a service-level agreement, and are __not recommended for production workloads__. Certain features might not be supported or might have constrained capabilities.
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> [!WARNING]
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> This feature is __public preview__ and is __not secure for production workloads__.
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>
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> Preview features are provided without a service-level agreement, and are not recommended for production workloads. Certain features might not be supported or might have constrained capabilities.
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>
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> For more information, see [Supplemental Terms of Use for Microsoft Azure Previews](https://azure.microsoft.com/support/legal/preview-supplemental-terms/).
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> For more information, see [Supplemental Terms of Use for Microsoft Azure Previews](https://azure.microsoft.com/support/legal/preview-supplemental-terms/).
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The following steps outline how to set up identity-based data access for training jobs on compute clusters.
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articles/machine-learning/v1/how-to-identity-based-data-access.md

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* Set up fine-grained permissions, where different workspace users can have access to different storage accounts or folders within storage accounts.
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* Audit storage access because the storage logs show which identities were used to access data.
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> [!WARNING]
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> [!IMPORTANT]
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> This functionality has the following limitations
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> * Feature is only supported for experiments submitted via the [Azure Machine Learning CLI](../how-to-configure-cli.md)
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> * Only CommandJobs, and PipelineJobs with CommandSteps and AutoMLSteps are supported
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> * User identity and compute managed identity cannot be used for authentication within same job.
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> * This feature is __public preview__. Preview features are provided without a service-level agreement, and are __not recommended for production workloads__. Certain features might not be supported or might have constrained capabilities.
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> [!WARNING]
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> This feature is __public preview__ and is __not secure for production workloads__.
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>
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> Preview features are provided without a service-level agreement, and are not recommended for production workloads. Certain features might not be supported or might have constrained capabilities.
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>
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> For more information, see [Supplemental Terms of Use for Microsoft Azure Previews](https://azure.microsoft.com/support/legal/preview-supplemental-terms/).
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> For more information, see [Supplemental Terms of Use for Microsoft Azure Previews](https://azure.microsoft.com/support/legal/preview-supplemental-terms/).
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The following steps outline how to set up identity-based data access for training jobs on compute clusters.
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