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To determine the total number of physically stored deleted rows for a nonclustered columnstore index, add the value in the `deleted_rows` column in `sys.dm_db_column_store_row_group_physical_stats` to the value in the `rows` column in [sys.internal_partitions](../system-catalog-views/sys-internal-partitions-transact-sql.md) for the internal object type `COLUMN_STORE_DELETE_BUFFER` and the same object, index, and partition. For an example, see [Check the fragmentation of a columnstore index](#check-the-fragmentation-of-a-columnstore-index).
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To determine the total number of physically stored deleted rows for a nonclustered columnstore index, add the values in the `deleted_rows` column in `sys.dm_db_column_store_row_group_physical_stats` to the value in the `rows` column in [sys.internal_partitions](../system-catalog-views/sys-internal-partitions-transact-sql.md) for the internal object type `COLUMN_STORE_DELETE_BUFFER` and the same object, index, and partition. For an example, see [Check the fragmentation of a columnstore index](#check-the-fragmentation-of-a-columnstore-index).
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> [!TIP]
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> For both rowstore and columnstore indexes, review index or heap fragmentation and page density after a large number of rows is deleted or updated. For heaps, if there are frequent updates, review fragmentation periodically to avoid proliferation of forwarding records. For more information about heaps, see [Heaps (Tables without Clustered Indexes)](../../relational-databases/indexes/heaps-tables-without-clustered-indexes.md#heap-structures).
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- For [rowstore indexes](clustered-and-nonclustered-indexes-described.md), the [!INCLUDE [ssDE-md](../../includes/ssde-md.md)] defragments only the leaf level of clustered and nonclustered indexes on tables and views. It physically reorders the leaf-level pages to match the logical order of the leaf nodes, left to right. Reorganizing also compacts index pages to make page density equal to the [fill factor](../../relational-databases/indexes/specify-fill-factor-for-an-index.md) of the index. To view the fill factor setting, use [sys.indexes](../../relational-databases/system-catalog-views/sys-indexes-transact-sql.md). For syntax examples, see [Examples - Rowstore reorganize](../../t-sql/statements/alter-index-transact-sql.md#examples-rowstore-indexes).
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- When using [columnstore indexes](columnstore-indexes-overview.md), the delta store can end up with multiple small row groups after inserting, updating, and deleting data over time. Reorganizing a columnstore index forces delta store row groups into compressed row groups in columnstore, and combines smaller compressed row groups into larger row groups. The reorganize operation also physically removes rows that are marked as deleted in the columnstore. Reorganizing a columnstore index can require additional CPU resources to compress data. While the operation is running, performance can slow. However, once data is compressed, query performance improves. For syntax examples, see [Examples - Columnstore reorganize](../../t-sql/statements/alter-index-transact-sql.md#examples-columnstore-indexes).
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> [!NOTE]
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> <aname="bckmergetsk"></a> Starting with [!INCLUDE [sql-server-2019](../../includes/sssql19-md.md)], [!INCLUDE [ssazure-sqldb](../../includes/ssazure-sqldb.md)], and [!INCLUDE [ssazuremi](../../includes/ssazuremi-md.md)], the tuple-mover is helped by a background merge task that automatically compresses smaller open delta rowgroups that have existed for some time as determined by an internal threshold, or merges compressed rowgroups from where a large number of rows has been deleted. This improves the columnstore index quality over time. For most cases this dismisses the need for issuing `ALTER INDEX ... REORGANIZE` commands.
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<aid="bckmergetsk"></a>
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Starting with [!INCLUDE [sql-server-2019](../../includes/sssql19-md.md)], [!INCLUDE [ssazure-sqldb](../../includes/ssazure-sqldb.md)], and [!INCLUDE [ssazuremi](../../includes/ssazuremi-md.md)], the tuple-mover is helped by a background merge task that automatically compresses smaller open delta rowgroups that have existed for some time as determined by an internal threshold, or merges compressed rowgroups from where a large number of rows has been deleted. This improves the columnstore index quality over time. For most cases this dismisses the need for issuing `ALTER INDEX ... REORGANIZE` commands.
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> [!TIP]
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> If you cancel a reorganize operation, or if it is otherwise interrupted, the progress it made to that point is persisted in the database. To reorganize large indexes, the operation can be started and stopped multiple times until it completes.
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The following example determines the average fragmentation for all columnstore indexes with compressed row groups in the current database.
[!INCLUDE[msCoName](../../../includes/msconame-md.md)] Windows Performance Monitor allows you to:
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- Use graphs, charts, and reports to gauge the efficiency of your computer, and
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- Identify and troubleshoot possible problems (such as unbalanced resource use, insufficient hardware, or poor program design), and
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- Plan for additional hardware needs.
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For more information, see [Monitor Resource Usage (Performance Monitor)](../../../relational-databases/performance-monitor/monitor-resource-usage-system-monitor.md).
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Performance Monitor uses performance objects and counters, which provide information on the performance of various processes. You can measure replication performance through counters associated with the replication agents:
|All agents|[!INCLUDE[msCoName](../../../includes/msconame-md.md)][!INCLUDE[ssNoVersion](../../../includes/ssnoversion-md.md)]: Replication Agents|Running|The number of replication agents currently running.|
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|Snapshot Agent|[!INCLUDE[ssNoVersion](../../../includes/ssnoversion-md.md)]: Replication Snapshot|Snapshot: Delivered Cmds/sec|The number of commands per second delivered to the Distributor.|
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|Snapshot Agent|[!INCLUDE[ssNoVersion](../../../includes/ssnoversion-md.md)]: Replication Snapshot|Snapshot: Delivered Trans/sec|The number of transactions per second delivered to the Distributor.|
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|Log Reader Agent|[!INCLUDE[ssNoVersion](../../../includes/ssnoversion-md.md)]: Replication Log reader|Logreader: Delivered Cmds/sec|The number of commands per second delivered to the Distributor.|
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|Log Reader Agent|[!INCLUDE[ssNoVersion](../../../includes/ssnoversion-md.md)]: Replication Log reader|Logreader: Delivered Trans/sec|The number of transactions per second delivered to the Distributor.|
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|Log Reader Agent|[!INCLUDE[ssNoVersion](../../../includes/ssnoversion-md.md)]: Replication Log reader|Logreader: Delivery Latency|The current amount of time (in milliseconds) elapsed from when transactions are applied at the Publisher to when they are delivered to the Distributor.|
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|Distribution Agent|[!INCLUDE[ssNoVersion](../../../includes/ssnoversion-md.md)]: Replication Dist.|Dist: Delivered Cmds/sec|The number of commands per second delivered to the Subscriber.|
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|Distribution Agent|[!INCLUDE[ssNoVersion](../../../includes/ssnoversion-md.md)]: Replication Dist.|Dist: Delivered Trans/sec|The number of transactions per second delivered to the Subscriber.|
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|Distribution Agent|[!INCLUDE[ssNoVersion](../../../includes/ssnoversion-md.md)]: Replication Dist.|Dist: Delivery Latency|The current amount of time (in milliseconds) elapsed from when transactions are delivered to the Distributor to when they are applied at the Subscriber.|
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|Merge Agent|[!INCLUDE[ssNoVersion](../../../includes/ssnoversion-md.md)]: Replication Merge|Conflicts/sec|The number of conflicts per second occurring during the merge process.|
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|Merge Agent|[!INCLUDE[ssNoVersion](../../../includes/ssnoversion-md.md)]: Replication Merge|Downloaded Changes/sec|The number of rows per second replicated from the Publisher to the Subscriber.|
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|Merge Agent|[!INCLUDE[ssNoVersion](../../../includes/ssnoversion-md.md)]: Replication Merge|Uploaded Changes/sec|The number of rows per second replicated from the Subscriber to the Publisher.|
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Windows Performance Monitor allows you to:
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- Use graphs, charts, and reports to gauge the efficiency of your computer, and
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- Identify and troubleshoot possible problems (such as unbalanced resource use, insufficient hardware, or poor program design), and
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- Plan for extra hardware needs.
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For more information, see [Monitor Resource Usage (Performance Monitor)](../../performance-monitor/monitor-resource-usage-system-monitor.md).
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Performance Monitor uses performance objects and counters, which provide information on the performance of various processes. You can measure replication performance through counters associated with the replication agents:
| All agents |`SQLServer:Replication Agents`|`Running`| The number of replication agents currently running. |
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| Snapshot Agent |`SQLServer:Replication Snapshot`|`Snapshot:Delivered Cmds/sec`| The number of commands per second delivered to the Distributor. |
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| Snapshot Agent |`SQLServer:Replication Snapshot`|`Snapshot:Delivered Trans/sec`| The number of transactions per second delivered to the Distributor. |
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| Log Reader Agent |`SQLServer:Replication Logreader`|`Logreader:Delivered Cmds/sec`| The number of commands per second delivered to the Distributor. |
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| Log Reader Agent |`SQLServer:Replication Logreader`|`Logreader:Delivered Trans/sec`| The number of transactions per second delivered to the Distributor. |
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| Log Reader Agent |`SQLServer:Replication Logreader`|`Logreader:Delivery Latency`| The current amount of time (in milliseconds) elapsed from when transactions are applied at the Publisher to when they're delivered to the Distributor. |
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| Distribution Agent |`SQLServer:Replication Dist.`|`Dist:Delivered Cmds/sec`| The number of commands per second delivered to the Subscriber. |
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| Distribution Agent |`SQLServer:Replication Dist.`|`Dist:Delivered Trans/sec`| The number of transactions per second delivered to the Subscriber. |
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| Distribution Agent |`SQLServer:Replication Dist.`|`Dist:Delivery Latency`| The current amount of time (in milliseconds) elapsed from when transactions are delivered to the Distributor to when they're applied at the Subscriber. |
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| Merge Agent |`SQLServer:Replication Merge`|`Conflicts/sec`| The number of conflicts per second occurring during the merge process. |
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| Merge Agent |`SQLServer:Replication Merge`|`Downloaded Changes/sec`| The number of rows per second replicated from the Publisher to the Subscriber. |
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| Merge Agent |`SQLServer:Replication Merge`|`Uploaded Changes/sec`| The number of rows per second replicated from the Subscriber to the Publisher. |
Copy file name to clipboardExpand all lines: docs/relational-databases/system-dynamic-management-views/sys-dm-resource-governor-resource-pools-transact-sql.md
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Resource governor workload groups and resource pools have a many-to-one mapping. As a result, many of the resource pool statistics are derived from the workload group statistics.
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Statistics are tracked since the last start of the [!INCLUDE [ssDE-md](../../includes/ssde-md.md)] and can be reset by executing `ALTER RESOURCE GOVERNOR RESET STATISTICS`.
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This dynamic management view shows the in-memory configuration. To see the stored configuration metadata, use the `sys.resource_governor_resource_pools` catalog view.
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