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Copy file name to clipboardExpand all lines: articles/storage/blobs/data-lake-storage-data-scenarios.md
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ms.subservice: data-lake-storage-gen2
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ms.service: storage
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ms.topic: conceptual
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ms.date: 07/23/2019
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ms.date: 10/11/2019
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ms.author: normesta
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ms.reviewer: stewu
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|Storage Explorer| Assign a role to users and groups |[Assign administrator and non-administrator roles to users with Azure Active Directory](https://docs.microsoft.com/azure/active-directory/fundamentals/active-directory-users-assign-role-azure-portal)|
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|AzCopy| Assign a role to users and groups <br>**or**<br> Use a SAS token|[Assign administrator and non-administrator roles to users with Azure Active Directory](https://docs.microsoft.com/azure/active-directory/fundamentals/active-directory-users-assign-role-azure-portal)<br><br>[Easily Create a SAS to Download a File from Azure Storage–Using Azure Storage Explorer](https://blogs.msdn.microsoft.com/jpsanders/2017/10/12/easily-create-a-sas-to-download-a-file-from-azure-storage-using-azure-storage-explorer/)|
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|Apache DistCp | Assign a role to a user-assigned managed identity |[Creating an HDInsight cluster with Data Lake Storage Gen2](https://docs.microsoft.com/azure/hdinsight/hdinsight-hadoop-use-data-lake-storage-gen2)|
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|Azure Data Factory| Assign a role to a user-assigned-managed identity<br>**or**<br> Assing a role to a service principal<br>**or**<br> Use a storage account key |[Linked service properties](https://docs.microsoft.com/azure/data-factory/connector-azure-data-lake-storage#linked-service-properties)|
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|Azure Data Factory| Assign a role to a user-assigned-managed identity<br>**or**<br> Assign a role to a service principal<br>**or**<br> Use a storage account key |[Linked service properties](https://docs.microsoft.com/azure/data-factory/connector-azure-data-lake-storage#linked-service-properties)|
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|Azure HDInsight| Assign a role to a user-assigned managed identity |[Creating an HDInsight cluster with Data Lake Storage Gen2](https://docs.microsoft.com/azure/hdinsight/hdinsight-hadoop-use-data-lake-storage-gen2)|
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|Azure Databricks| Assign a role to a service principal |[How to: Use the portal to create an Azure AD application and service principal that can access resources](https://docs.microsoft.com/azure/active-directory/develop/howto-create-service-principal-portal)|
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### Streamed data
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This represents data that can be generated by various sources such as applications, devices, sensors, etc. This data can be ingested into Data Lake Sorage Gen2 by a variety of tools. These tools will usually capture and process the data on an event-by-event basis in real-time, and then write the events in batches into Data Lake Storage Gen2 so that they can be further processed.
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This represents data that can be generated by various sources such as applications, devices, sensors, etc. This data can be ingested into Data Lake Storage Gen2 by a variety of tools. These tools will usually capture and process the data on an event-by-event basis in real-time, and then write the events in batches into Data Lake Storage Gen2 so that they can be further processed.
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Here's a list of tools that you can use to ingest streamed data.
Copy file name to clipboardExpand all lines: articles/storage/blobs/data-lake-store-integrate-with-azure-services.md
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# Integrate Azure Data Lake Storage with Azure services
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You can use Azure services to ingest data, perform analytics, and create visual representations. The following table lists the Azure services that support Azure Data Lake Storage Gen2.
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You can use Azure services to ingest data, perform analytics, and create visual representations. This article provides a list of supported Azure services and provides you with links to articles that help you to use these services with Azure Data Lake Storage Gen2.
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## Azure services that support Azure Data Lake Storage Gen2
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The following table lists the Azure services that support Azure Data Lake Storage Gen2.
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