restoring file and removing redirects

Author: Larry Franks

articles/machine-learning/.openpublishing.redirection.machine-learning.json

@@ -85,16 +85,6 @@
         "redirect_url": "/azure/machine-learning/how-to-access-resources-from-endpoints-managed-identities",
         "redirect_document_id": true
     },
-    {
-        "source_path_from_root": "/articles/machine-learning/resource-limits-quotas-capacity.md",
-        "redirect_url": "/azure/machine-learning/how-to-manage-quotas",
-        "redirect_document_id": false
-    },
-    {
-        "source_path_from_root": "/articles/machine-learning/resource-limits-capacity.md",
-        "redirect_url": "/azure/machine-learning/how-to-manage-quotas",
-        " redirect_document_id": true
-    },
     {
         "source_path_from_root": "/articles/machine-learning/tutorial-train-models-with-aml.md",
         "redirect_url": "/azure/machine-learning/tutorial-train-deploy-notebook",

articles/machine-learning/how-to-manage-quotas.md

@@ -47,7 +47,7 @@ In this section, you learn about the default and maximum quota limits for the fo
 + Azure Storage
 
 > [!IMPORTANT]
-> Limits are subject to change. For the latest information, see  [Service limits in Azure Machine Learning](resource-limits-capacity.md).
+> Limits are subject to change. For the latest information, see  [Service limits in Azure Machine Learning](resource-limits.md).
 
 
 

articles/machine-learning/resource-limits-capacity.md

@@ -0,0 +1,75 @@
+---
+title: Service limits
+titleSuffix: Azure Machine Learning
+description: Service limits used for capacity planning and maximum limits on requests and responses for Azure Machine Learning.
+services: machine-learning
+author: larryfr
+ms.author: blackmist
+ms.reviewer: mldocs
+ms.topic: reference
+ms.service: machine-learning
+ms.subservice: core
+ms.date: 09/27/2022
+---
+
+# Service limits in Azure Machine Learning
+
+This section lists basic limits and throttling thresholds in Azure Machine Learning. 
+
+> [!IMPORTANT]
+> Azure Machine Learning doesn't store or process your data outside of the region where you deploy.
+
+## Workspaces
+
+| Limit | Value |
+| --- | --- |
+| Workspace name | 2-32 characters |
+
+## Runs
+| Limit | Value |
+| --- | --- |
+| Runs per workspace | 10 million |
+| RunId/ParentRunId | 256 characters |
+| DataContainerId | 261 characters |
+| DisplayName |256 characters|
+| Description |5,000 characters|
+| Number of properties |50 |
+| Length of property key |100 characters |
+| Length of property value |1,000 characters |
+| Number of tags |50 |
+| Length of tag key |100 |
+| Length of tag value |1,000 characters |
+| CancelUri / CompleteUri / DiagnosticsUri |1,000 characters |
+| Error message length |3,000 characters |
+| Warning message length |300 characters |
+| Number of input datasets |200 |
+| Number of output datasets |20 |
+
+
+## Metrics
+| Limit | Value |
+| --- | --- |
+| Metric names per run |50|
+| Metric rows per metric name |10 million|
+| Columns per metric row |15|
+| Metric column name length |255 characters |
+| Metric column value length |255 characters |
+| Metric rows per batch uploaded | 250 |
+
+> [!NOTE]
+> If you are hitting the limit of metric names per run because you are formatting variables into the metric name, consider instead to use a row metric where one column is the variable value and the second column is the metric value.
+
+## Artifacts
+
+| Limit | Value |
+| --- | --- |
+| Number of artifacts per run |10 million|
+| Max length of artifact path |5,000 characters |
+
+## Limit increases
+
+Some limits can be increased for individual workspaces. To learn how to increase these limits, see ["Manage and increase quotas for resources"](how-to-manage-quotas.md)
+
+## Next steps
+
+- Learn how increase resource quotas in ["Manage and increase quotas for resources"](how-to-manage-quotas.md).