update_pipeline

SageMaker.Client.update_pipeline(**kwargs)

Updates a pipeline.

See also: AWS API Documentation

Request Syntax

response = client.update_pipeline(
    PipelineName='string',
    PipelineDisplayName='string',
    PipelineDefinition='string',
    PipelineDefinitionS3Location={
        'Bucket': 'string',
        'ObjectKey': 'string',
        'VersionId': 'string'
    },
    PipelineDescription='string',
    RoleArn='string',
    ParallelismConfiguration={
        'MaxParallelExecutionSteps': 123
    }
)

Parameters

• PipelineName (string) --

  [REQUIRED]

  The name of the pipeline to update.

• PipelineDisplayName (string) -- The display name of the pipeline.
• PipelineDefinition (string) -- The JSON pipeline definition.
• PipelineDefinitionS3Location (dict) --

  The location of the pipeline definition stored in Amazon S3. If specified, SageMaker will retrieve the pipeline definition from this location.

  • Bucket (string) -- [REQUIRED]

    Name of the S3 bucket.

  • ObjectKey (string) -- [REQUIRED]

    The object key (or key name) uniquely identifies the object in an S3 bucket.

  • VersionId (string) --

    Version Id of the pipeline definition file. If not specified, Amazon SageMaker will retrieve the latest version.

• PipelineDescription (string) -- The description of the pipeline.
• RoleArn (string) -- The Amazon Resource Name (ARN) that the pipeline uses to execute.
• ParallelismConfiguration (dict) --

  If specified, it applies to all executions of this pipeline by default.

  • MaxParallelExecutionSteps (integer) -- [REQUIRED]

    The max number of steps that can be executed in parallel.

Return type

dict

Returns

Response Syntax

{
    'PipelineArn': 'string'
}

Response Structure

• (dict) --

  • PipelineArn (string) --

    The Amazon Resource Name (ARN) of the updated pipeline.

Exceptions

• SageMaker.Client.exceptions.ResourceNotFound