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articles/azure-monitor/alerts/action-groups.md

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### Email
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Ensure that your email filtering is configured appropriately. Emails are sent from the following email addresses:
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Ensure that your email filtering and any malware/spam prevention services are configured appropriately. Emails are sent from the following email addresses:
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- Learn more about [ITSM Connector](./itsmc-overview.md).
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- Learn more about [rate limiting](./alerts-rate-limiting.md) on alerts.
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- Get an [overview of activity log alerts](./alerts-overview.md), and learn how to receive alerts.
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- Learn how to [configure alerts whenever a Service Health notification is posted](../../service-health/alerts-activity-log-service-notifications-portal.md).
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- Learn how to [configure alerts whenever a Service Health notification is posted](../../service-health/alerts-activity-log-service-notifications-portal.md).

articles/cognitive-services/Computer-vision/concept-generating-thumbnails.md

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# Smart-cropped thumbnails
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A thumbnail is a reduced-size representation of an image. Thumbnails are used to represent images and other data in a more economical, layout-friendly way. The Computer Vision API uses smart cropping to create intuitive image thumbnails that include the key objects in the image.
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A thumbnail is a reduced-size representation of an image. Thumbnails are used to represent images and other data in a more economical, layout-friendly way. The Computer Vision API uses smart cropping to create intuitive image thumbnails that include the most important regions of an image with priority given to any detected faces.
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#### [Version 3.2](#tab/3-2)
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The Computer Vision thumbnail generation algorithm works as follows:
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#### [Version 4.0](#tab/4-0)
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The Computer Vision smart-cropping utility takes a given aspect ratio (or several) and returns the bounding box coordinates (in pixels) of the region(s) identified. Your app can then crop and return the image using those coordinates.
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The Computer Vision smart-cropping utility takes one or more aspect ratios in the range [0.75, 1.80] and returns the bounding box coordinates (in pixels) of the region(s) identified. Your app can then crop and return the image using those coordinates.
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> [!IMPORTANT]
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> This feature uses face detection to help determine important regions in the image. The detection does not involve distinguishing one face from another face, predicting or classifying facial attributes, or creating a facial template (a unique set of numbers generated from an image that represents the distinctive features of a face).

articles/cosmos-db/nosql/quickstart-spark.md

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dfAfterPatch.show()
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```
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For more samples related to partial document update, see the Github code sample [Patch Sample](https://github.com/Azure/azure-sdk-for-java/blob/main/sdk/cosmos/azure-cosmos-spark_3_2-12/Samples/Python/patch-sample.py).
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For more samples related to partial document update, see the GitHub code sample [Patch Sample](https://github.com/Azure/azure-sdk-for-java/blob/main/sdk/cosmos/azure-cosmos-spark_3_2-12/Samples/Python/patch-sample.py).
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#### [Scala](#tab/scala)
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dfAfterPatch.show()
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```
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For more samples related to partial document update, see the Github code sample [Patch Sample](https://github.com/Azure/azure-sdk-for-java/blob/main/sdk/cosmos/azure-cosmos-spark_3_2-12/Samples/Scala/PatchSample.scala).
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For more samples related to partial document update, see the GitHub code sample [Patch Sample](https://github.com/Azure/azure-sdk-for-java/blob/main/sdk/cosmos/azure-cosmos-spark_3_2-12/Samples/Scala/PatchSample.scala).
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articles/defender-for-cloud/auto-deploy-azure-monitoring-agent.md

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### Additional extensions for Defender for Cloud
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The Azure Monitor Agent requires additional extensions. The ASA extension, which supports endpoint protection recommendations and fileless attack detection, is automatically installed when you auto-provision the Azure Monitor Agent.
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The Azure Monitor Agent requires additional extensions. The ASA extension, which supports endpoint protection recommendations, fileless attack detection, and Adaptive Application controls, is automatically installed when you auto-provision the Azure Monitor Agent.
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### Additional security events collection
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- [Endpoint protection assessment](endpoint-protection-recommendations-technical.md)
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- [Adaptive application controls](adaptive-application-controls.md)
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- [Fileless attack detection](defender-for-servers-introduction.md#plan-features)
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- [File Integrity Monitoring](file-integrity-monitoring-enable-ama.md)
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- [File Integrity Monitoring](file-integrity-monitoring-enable-ama.md)

articles/machine-learning/how-to-configure-network-isolation-with-v2.md

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ws.update(v1_legacy_mode=False)
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# [Azure CLI extension v1](#tab/azurecliextensionv1)

articles/storage/blobs/object-replication-configure.md

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To configure an object replication policy for a storage account, you must be assigned the Azure Resource Manager **Contributor** role, scoped to the level of the storage account or higher. For more information, see [Azure built-in roles](../../role-based-access-control/built-in-roles.md) in the Azure role-based access control (Azure RBAC) documentation.
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Object replication is not yet supported in accounts that have a hierarchical namespace enabled.
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## Configure object replication with access to both storage accounts
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If you have access to both the source and destination storage accounts, then you can configure the object replication policy on both accounts. The following examples show how to configure object replication with the Azure portal, PowerShell, or Azure CLI.

articles/synapse-analytics/sql-data-warehouse/backup-and-restore.md

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This feature enables you to manually trigger snapshots to create restore points of your data warehouse before and after large modifications. This capability ensures that restore points are logically consistent, which provides additional data protection in case of any workload interruptions or user errors for quick recovery time. User-defined restore points are available for seven days and are automatically deleted on your behalf. You cannot change the retention period of user-defined restore points. **42 user-defined restore points** are guaranteed at any point in time so they must be [deleted](/powershell/module/azurerm.sql/remove-azurermsqldatabaserestorepoint) before creating another restore point. You can trigger snapshots to create user-defined restore points through [PowerShell](/powershell/module/az.synapse/new-azsynapsesqlpoolrestorepoint?toc=/azure/synapse-analytics/sql-data-warehouse/toc.json&bc=/azure/synapse-analytics/sql-data-warehouse/breadcrumb/toc.jsont#examples) or the Azure portal.
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> [!NOTE]
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> If you require restore points longer than 7 days, please vote for this capability [here](https://feedback.azure.com/d365community/idea/4c446fd9-0b25-ec11-b6e6-000d3a4f07b8). You can also create a user-defined restore point and restore from the newly created restore point to a new data warehouse. Once you have restored, you have the dedicated SQL pool online and can pause it indefinitely to save compute costs. The paused database incurs storage charges at the Azure Synapse storage rate. If you need an active copy of the restored data warehouse, you can resume which should take only a few minutes.
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> If you require restore points longer than 7 days, please vote for this capability [here](https://feedback.azure.com/d365community/idea/4c446fd9-0b25-ec11-b6e6-000d3a4f07b8).
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> [!NOTE]
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> In case you're looking for a Long-Term Backup (LTR) concept:
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> 1. Create a new user-defined restore point, or you can use one of the automatically generated restore points.
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> 2. Restore from the newly created restore point to a new data warehouse.
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> 3. After you have restored, you have the dedicated SQL pool online. Pause it indefinitely to save compute costs. The paused database incurs storage charges at the Azure Synapse storage rate.
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>
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> If you need an active copy of the restored data warehouse, you can resume, which should take only a few minutes.
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### Restore point retention
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