azure.ai.ml.entities.AutoScaleSettings.yml

### YamlMime:PythonClass
uid: azure.ai.ml.entities.AutoScaleSettings
name: AutoScaleSettings
fullName: azure.ai.ml.entities.AutoScaleSettings
module: azure.ai.ml.entities
inheritances:
- builtins.object
summary: Auto-scale settings for Synapse Spark compute.
constructor:
  syntax: 'AutoScaleSettings(*, min_node_count: int | None = None, max_node_count:
    int | None = None, enabled: bool | None = None)'
  keywordOnlyParameters:
  - name: min_node_count
    description: The minimum compute node count.
    types:
    - <xref:typing.Optional>[<xref:int>]
  - name: max_node_count
    description: The maximum compute node count.
    types:
    - <xref:typing.Optional>[<xref:int>]
  - name: enabled
    description: Specifies if auto-scale is enabled.
    types:
    - <xref:typing.Optional>[<xref:bool>]
examples:
- "Configuring AutoScaleSettings on SynapseSparkCompute.<!--[!code-python[Main](les\\\
  ml_samples_spark_configurations.py )]-->\n\n<!-- literal_block {\"ids\": [], \"\
  classes\": [], \"names\": [], \"dupnames\": [], \"backrefs\": [], \"source\": \"\
  C:\\\\hostedtoolcache\\\\windows\\\\Python\\\\3.11.9\\\\x64\\\\Lib\\\\site-packages\\\
  \\py2docfx\\\\dist_temp\\\\8\\\\azure-ai-ml-1.16.1\\\\samples\\\\ml_samples_spark_configurations.py\"\
  , \"xml:space\": \"preserve\", \"force\": false, \"language\": \"python\", \"highlight_args\"\
  : {\"linenostart\": 1}, \"linenos\": false} -->\n\n````python\n\n   from azure.ai.ml.entities\
  \ import (\n       AutoPauseSettings,\n       AutoScaleSettings,\n       IdentityConfiguration,\n\
  \       ManagedIdentityConfiguration,\n       SynapseSparkCompute,\n   )\n\n   synapse_compute\
  \ = SynapseSparkCompute(\n       name=\"synapse_name\",\n       resource_id=\"/subscriptions/subscription/resourceGroups/group/providers/Microsoft.Synapse/workspaces/workspace/bigDataPools/pool\"\
  ,\n       identity=IdentityConfiguration(\n           type=\"UserAssigned\",\n \
  \          user_assigned_identities=[\n               ManagedIdentityConfiguration(\n\
  \                   resource_id=\"/subscriptions/subscription/resourceGroups/group/providers/Microsoft.ManagedIdentity/userAssignedIdentities/identity\"\
  \n               )\n           ],\n       ),\n       scale_settings=AutoScaleSettings(min_node_count=1,\
  \ max_node_count=3, enabled=True),\n       auto_pause_settings=AutoPauseSettings(delay_in_minutes=10,\
  \ enabled=True),\n   )\n\n\n   ````\n"