createPipeline method

Future<CreatePipelineResponse> createPipeline({ required String pipelineName, required String roleArn, String? clientRequestToken, ParallelismConfiguration? parallelismConfiguration, String? pipelineDefinition, PipelineDefinitionS3Location? pipelineDefinitionS3Location, String? pipelineDescription, String? pipelineDisplayName, List<Tag>? tags, })

Creates a pipeline using a JSON pipeline definition.

May throw ConflictException. May throw ResourceLimitExceeded. May throw ResourceNotFound.

Parameter pipelineName : The name of the pipeline.

Parameter roleArn : The Amazon Resource Name (ARN) of the role used by the pipeline to access and create resources.

Parameter clientRequestToken : A unique, case-sensitive identifier that you provide to ensure the idempotency of the operation. An idempotent operation completes no more than one time.

Parameter parallelismConfiguration : This is the configuration that controls the parallelism of the pipeline. If specified, it applies to all runs of this pipeline by default.

Parameter pipelineDefinition : The JSON pipeline definition of the pipeline.

Parameter pipelineDefinitionS3Location : The location of the pipeline definition stored in Amazon S3. If specified, SageMaker will retrieve the pipeline definition from this location.

Parameter pipelineDescription : A description of the pipeline.

Parameter pipelineDisplayName : The display name of the pipeline.

Parameter tags : A list of tags to apply to the created pipeline.

Implementation

Future<CreatePipelineResponse> createPipeline({
  required String pipelineName,
  required String roleArn,
  String? clientRequestToken,
  ParallelismConfiguration? parallelismConfiguration,
  String? pipelineDefinition,
  PipelineDefinitionS3Location? pipelineDefinitionS3Location,
  String? pipelineDescription,
  String? pipelineDisplayName,
  List<Tag>? tags,
}) async {
  final headers = <String, String>{
    'Content-Type': 'application/x-amz-json-1.1',
    'X-Amz-Target': 'SageMaker.CreatePipeline'
  };
  final jsonResponse = await _protocol.send(
    method: 'POST',
    requestUri: '/',
    exceptionFnMap: _exceptionFns,
    // TODO queryParams
    headers: headers,
    payload: {
      'PipelineName': pipelineName,
      'RoleArn': roleArn,
      'ClientRequestToken':
          clientRequestToken ?? _s.generateIdempotencyToken(),
      if (parallelismConfiguration != null)
        'ParallelismConfiguration': parallelismConfiguration,
      if (pipelineDefinition != null)
        'PipelineDefinition': pipelineDefinition,
      if (pipelineDefinitionS3Location != null)
        'PipelineDefinitionS3Location': pipelineDefinitionS3Location,
      if (pipelineDescription != null)
        'PipelineDescription': pipelineDescription,
      if (pipelineDisplayName != null)
        'PipelineDisplayName': pipelineDisplayName,
      if (tags != null) 'Tags': tags,
    },
  );

  return CreatePipelineResponse.fromJson(jsonResponse.body);
}