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docs/advanced-analytics/what-s-new-in-sql-server-machine-learning-services.md

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| Release | Feature update |
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|---------|----------------|
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| CU 6 | Bug fixes and package refresh, but no new feature announcements. |
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| CU 6 | Bug fixes and package refresh, but no new feature announcements. Fixes include support for DateTime data types in SPEES query for Python and improved error messages in microsoftml when pre-trained models are missing. |
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| CU 5 | Bug fixes and package refresh, but no new feature announcements. Fixes include improvements to transform functions and variables in revoscalepy, correcting the long path-related errors in rxInstallPackages, fixing connections in a loopback for RxExec and rx_exec functions, and revisions to warning messages. |
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| CU 4 | Bug fixes and package refresh, but no new feature announcements. |
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| CU 3 | Python model serialization in revoscalepy, using the [rx_serialize_model function](https://docs.microsoft.com/machine-learning-server/python-reference/revoscalepy/rx-serialize-model).<br/><br/>[Native scoring](sql-native-scoring.md) plus enhancements to [Realtime scoring](real-time-scoring.md). With in-database scoring, throughput is a million rows per second using R models. In this update, realtime scoring and native scoring offer better performance in single-row and batch scoring. Native scoring uses a T-SQL function for fast scoring that can be run on any edition of SQL Server, even on Linux. The function requires no installation of R or extra configuration. This means you can train a model elsewhere, save it in SQL Server, and then perform scoring without ever calling R. For more information on scoring methodologies, see [How to perform realtime scoring or native scoring](r/how-to-do-realtime-scoring.md). |

docs/relational-databases/system-dynamic-management-views/TOC.md

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# [Resource Governor](resource-governor-related-dynamic-management-views-transact-sql.md)
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## [sys.dm_resource_governor_configuration](sys-dm-resource-governor-configuration-transact-sql.md)
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## [sys.dm_resource_governor_external_resource_pool_affinity](sys-dm-resource-governor-external-resource-pool-affinity-transact-sql.md)
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## [sys.dm_resource_governor_external_resource_pools](sys-dm-resource-governor-external-resource-pools.md)
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## [sys.dm_resource_governor_resource_pool_affinity](sys-dm-resource-governor-resource-pool-affinity-transact-sql.md)
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## [sys.dm_resource_governor_resource_pools](sys-dm-resource-governor-resource-pools-transact-sql.md)
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## [sys.dm_resource_governor_resource_pool_volumes](sys-dm-resource-governor-resource-pool-volumes-transact-sql.md)
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---
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title: "sys.dm_resource_governor_external_resource_pools (Transact-SQL) | Microsoft Docs"
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ms.custom: ""
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ms.date: "05/02/2018"
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ms.suite: "sql"
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ms.prod: "sql"
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ms.prod_service: "database-engine"
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ms.technology: machine-learning
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ms.service: ""
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ms.component: "dmv's"
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ms.reviewer: ""
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ms.tgt_pltfrm: ""
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ms.topic: "language-reference"
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f1_keywords:
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- "sys.dm_resource_governor_external_resource_pools_TSQL"
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- "sys.dm_resource_governor_external_resource_pools"
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- "dm_resource_governor_external_resource_pools"
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- "dm_resource_governor_external_resource_pools_TSQL"
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dev_langs:
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- "TSQL"
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helpviewer_keywords:
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- "dm_resource_governor_external_resource_pools"
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- "sys.dm_resource_governor_external_resource_pools"
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author: "HeidiSteen"
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ms.author: "heidist"
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manager: "cgronlun"
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---
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# sys.dm_resource_governor_external_resource_pools (Transact-SQL)
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[!INCLUDE[tsql-appliesto-ss2016-xxxx-xxxx-xxx-md](../../includes/tsql-appliesto-ss2016-xxxx-xxxx-xxx-md.md)]
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Returns information about the current external resource pool state, the current configuration of resource pools, and resource pool statistics.
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![Topic link icon](../../database-engine/configure-windows/media/topic-link.gif "Topic link icon") [Transact-SQL Syntax Conventions](../../t-sql/language-elements/transact-sql-syntax-conventions-transact-sql.md).
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|Colmn name |Data type |Description|
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|----------------|---------------|-----------------|
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| external_pool_id|**int**|The ID of the resource pool. Is not nullable. |
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| name|**sysname**|The name of the resource pool. Is not nullable.
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| pool_version|**int**|nternal version number.|
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| max_cpu_percent|**int**|The current configuration for the maximum average CPU bandwidth allowed for all requests in the resource pool when there is CPU contention. Is not nullable. |
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| max_processes|**int**|Maximum number of concurrent external processes. The default value, 0, specifies no limit. Is not nullable.|
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| max_memory_percent|**int**|The current configuration for the percentage of total server memory that can be used by requests in this resource pool. Is not nullable. |
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| statistics_start_time|**datetime**|The time when statistics was reset for this pool. Is not nullable.
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| peak_memory_kb|**bigint**|he maximum amount of memory used, in kilobytes, for the resource pool. Is not nullable. |
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| write_io_count|**int**|The total write IOs issued since the Resource Govenor statistics were reset. Is not nullable. |
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| read_io_count|**int**|The total read IOs issued since the Resource Govenor statistics were reset. Is not nullable. |
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| total_cpu_kernel_ms|**bigint**|The cumulative CPU user time in milliseconds since the Resource Govenor statistics were reset. Is not nullable. |
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| total_cpu_user_ms|**bigint**|The cumulative CPU user time in milliseconds since the Resource Govenor statistics were reset. Is not nullable. |
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| active_processes_count|**int**|The number of external processes running at the moment of the request. Is not nullable. |
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## Permissions
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Requires `VIEW SERVER STATE` permission.
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## See Also
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[sys.dm_resource_governor_external_resource_pool_affinity &#40;Transact-SQL&#41;](../../relational-databases/system-dynamic-management-views/sys-dm-resource-governor-external-resource-pool-affinity-transact-sql.md)
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