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Submit-AzSynapseSparkJob

  • Reference
Module:
Az.Synapse

Submits a Synapse Analytics Spark job.

Syntax

Submit-AzSynapseSparkJob
      -WorkspaceName <String>
      -SparkPoolName <String>
      -Language <String>
      -Name <String>
      -MainDefinitionFile <String>
      [-MainClassName <String>]
      [-CommandLineArgument <String[]>]
      [-ReferenceFile <String[]>]
      -ExecutorCount <Int32>
      -ExecutorSize <String>
      [-Configuration <Hashtable>]
      [-DefaultProfile <IAzureContextContainer>]
      [-WhatIf]
      [-Confirm]
      [<CommonParameters>]
Submit-AzSynapseSparkJob
      -SparkPoolObject <PSSynapseSparkPool>
      -Language <String>
      -Name <String>
      -MainDefinitionFile <String>
      [-MainClassName <String>]
      [-CommandLineArgument <String[]>]
      [-ReferenceFile <String[]>]
      -ExecutorCount <Int32>
      -ExecutorSize <String>
      [-Configuration <Hashtable>]
      [-DefaultProfile <IAzureContextContainer>]
      [-WhatIf]
      [-Confirm]
      [<CommonParameters>]

Description

The Submit-AzSynapseSparkJob cmdlet submits a Synapse Analytics Spark job.

Examples

Example 1

Submit-AzSynapseSparkJob -WorkspaceName ContosoWorkspace -SparkPoolName ContosoSparkPool -Language Spark -Name WordCount_Java -MainDefinitionFile abfss://ContosoFileSystem@ContosoGen2Storage.dfs.core.windows.net/samples/java/wordcount/wordcount.jar -MainClassName WordCount -CommandLineArgument abfss://ContosoFileSystem@ContosoGen2Storage.dfs.core.windows.net/samples/java/wordcount/shakespeare.txt,abfss://ContosoFileSystem@ContosoGen2Storage.dfs.core.windows.net/samples/java/wordcount/result/ -ExecutorCount 2 -ExecutorSize Small

This command submits a Synapse Analytics Spark job.

Example 2

Submit-AzSynapseSparkJob -WorkspaceName ContosoWorkspace -SparkPoolName ContosoSparkPool -Language SparkDotNet -Name WordCount_Dotnet -MainDefinitionFile abfss://ContosoFileSystem@ContosoGen2Storage.dfs.core.windows.net/samples/dotnet/wordcount/wordcount.zip -MainExecutableFile WordCount -CommandLineArgument abfss://ContosoFileSystem@ContosoGen2Storage.dfs.core.windows.net/samples/dotnet/wordcount/shakespeare.txt,abfss://ContosoFileSystem@ContosoGen2Storage.dfs.core.windows.net/samples/dotnet/wordcount/result -ExecutorCount 2 -ExecutorSize Small

This command submits a Synapse Analytics Spark .NET job.

Example 3

Submit-AzSynapseSparkJob -WorkspaceName ContosoWorkspace -SparkPoolName ContosoSparkPool -Language PySpark -Name WordCount_Python -MainDefinitionFile abfss://ContosoFileSystem@ContosoGen2Storage.blob.core.windows.net/samples/python/wordcount/wordcount.py -CommandLineArgument abfss://ContosoFileSystem@ContosoGen2Storage.blob.core.windows.net/samples/python/wordcount/shakespeare.txt,abfss://ContosoFileSystem@ContosoGen2Storage.blob.core.windows.net/samples/python/wordcount/result/ -ExecutorCount 2 -ExecutorSize Small

This command submits a Synapse Analytics PySpark job.

Parameters

-CommandLineArgument

Optional arguments to the job. e.g. "--iteration 10000 --timeout 20s"

Type:String[]
Position:Named
Default value:None
Required:False
Accept pipeline input:False
Accept wildcard characters:False

-Configuration

Spark configuration properties.

Type:Hashtable
Position:Named
Default value:None
Required:False
Accept pipeline input:False
Accept wildcard characters:False

-Confirm

Prompts you for confirmation before running the cmdlet.

Type:SwitchParameter
Aliases:cf
Position:Named
Default value:None
Required:False
Accept pipeline input:False
Accept wildcard characters:False

-DefaultProfile

The credentials, account, tenant, and subscription used for communication with Azure.

Type:IAzureContextContainer
Aliases:AzContext, AzureRmContext, AzureCredential
Position:Named
Default value:None
Required:False
Accept pipeline input:False
Accept wildcard characters:False

-ExecutorCount

Number of executors to be allocated in the specified Spark pool for the job.

Type:Int32
Position:Named
Default value:None
Required:True
Accept pipeline input:False
Accept wildcard characters:False

-ExecutorSize

Number of core and memory to be used for executors allocated in the specified Spark pool for the job.

Type:String
Accepted values:Small, Medium, Large, XLarge, XXLarge, XXXLarge
Position:Named
Default value:None
Required:True
Accept pipeline input:False
Accept wildcard characters:False

-Language

Language of the job to submit.

Type:String
Accepted values:Spark, Scala, PySpark, Python, SparkDotNet, CSharp
Position:Named
Default value:None
Required:True
Accept pipeline input:False
Accept wildcard characters:False

-MainClassName

The fully-qualified identifier or the main class that is in the main definition file. Required for Spark and .NET Spark job. e.g. "org.apache.spark.examples.SparkPi"

Type:String
Aliases:MainExecutableFile
Position:Named
Default value:None
Required:False
Accept pipeline input:False
Accept wildcard characters:False

-MainDefinitionFile

The main file used for the job. e.g. "abfss://filesystem@account.dfs.core.windows.net/mySpark.jar"

Type:String
Position:Named
Default value:None
Required:True
Accept pipeline input:False
Accept wildcard characters:False

-Name

Name of Spark job.

Type:String
Position:Named
Default value:None
Required:True
Accept pipeline input:False
Accept wildcard characters:False

-ReferenceFile

Additional files used for reference in the main definition file. Comma-separated storage URI list. e.g. "abfss://filesystem@account.dfs.core.windows.net/file1.txt,abfss://filesystem@account.dfs.core.windows.net/result/"

Type:String[]
Position:Named
Default value:None
Required:False
Accept pipeline input:False
Accept wildcard characters:False

-SparkPoolName

Name of Synapse Spark pool.

Type:String
Position:Named
Default value:None
Required:True
Accept pipeline input:False
Accept wildcard characters:False

-SparkPoolObject

Spark pool input object, usually passed through the pipeline.

Type:PSSynapseSparkPool
Position:Named
Default value:None
Required:True
Accept pipeline input:True
Accept wildcard characters:False

-WhatIf

Shows what would happen if the cmdlet runs. The cmdlet is not run.

Type:SwitchParameter
Aliases:wi
Position:Named
Default value:None
Required:False
Accept pipeline input:False
Accept wildcard characters:False

-WorkspaceName

Name of Synapse workspace.

Type:String
Position:Named
Default value:None
Required:True
Accept pipeline input:False
Accept wildcard characters:False

Inputs

PSSynapseSparkPool

Outputs

PSSynapseSparkJob