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[ aws . sagemaker ]

create-pipeline

Description

Creates a pipeline using a JSON pipeline definition.

See also: AWS API Documentation

Synopsis

  create-pipeline
--pipeline-name <value>
[--pipeline-display-name <value>]
[--pipeline-definition <value>]
[--pipeline-definition-s3-location <value>]
[--pipeline-description <value>]
[--client-request-token <value>]
--role-arn <value>
[--tags <value>]
[--parallelism-configuration <value>]
[--cli-input-json <value>]
[--generate-cli-skeleton <value>]
[--debug]
[--endpoint-url <value>]
[--no-verify-ssl]
[--no-paginate]
[--output <value>]
[--query <value>]
[--profile <value>]
[--region <value>]
[--version <value>]
[--color <value>]
[--no-sign-request]
[--ca-bundle <value>]
[--cli-read-timeout <value>]
[--cli-connect-timeout <value>]

Options

--pipeline-name (string)

The name of the pipeline.

--pipeline-display-name (string)

The display name of the pipeline.

--pipeline-definition (string)

The JSON pipeline definition of the pipeline.

--pipeline-definition-s3-location (structure)

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

Bucket -> (string)

Name of the S3 bucket.

ObjectKey -> (string)

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.

Shorthand Syntax:

Bucket=string,ObjectKey=string,VersionId=string

JSON Syntax:

{
  "Bucket": "string",
  "ObjectKey": "string",
  "VersionId": "string"
}

--pipeline-description (string)

A description of the pipeline.

--client-request-token (string)

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

--role-arn (string)

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

--tags (list)

A list of tags to apply to the created pipeline.

(structure)

A tag object that consists of a key and an optional value, used to manage metadata for SageMaker Amazon Web Services resources.

You can add tags to notebook instances, training jobs, hyperparameter tuning jobs, batch transform jobs, models, labeling jobs, work teams, endpoint configurations, and endpoints. For more information on adding tags to SageMaker resources, see AddTags .

For more information on adding metadata to your Amazon Web Services resources with tagging, see Tagging Amazon Web Services resources . For advice on best practices for managing Amazon Web Services resources with tagging, see Tagging Best Practices: Implement an Effective Amazon Web Services Resource Tagging Strategy .

Key -> (string)

The tag key. Tag keys must be unique per resource.

Value -> (string)

The tag value.

Shorthand Syntax:

Key=string,Value=string ...

JSON Syntax:

[
  {
    "Key": "string",
    "Value": "string"
  }
  ...
]

--parallelism-configuration (structure)

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

MaxParallelExecutionSteps -> (integer)

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

Shorthand Syntax:

MaxParallelExecutionSteps=integer

JSON Syntax:

{
  "MaxParallelExecutionSteps": integer
}

--cli-input-json (string) Performs service operation based on the JSON string provided. The JSON string follows the format provided by --generate-cli-skeleton. If other arguments are provided on the command line, the CLI values will override the JSON-provided values. It is not possible to pass arbitrary binary values using a JSON-provided value as the string will be taken literally.

--generate-cli-skeleton (string) Prints a JSON skeleton to standard output without sending an API request. If provided with no value or the value input, prints a sample input JSON that can be used as an argument for --cli-input-json. If provided with the value output, it validates the command inputs and returns a sample output JSON for that command.

Global Options

--debug (boolean)

Turn on debug logging.

--endpoint-url (string)

Override command's default URL with the given URL.

--no-verify-ssl (boolean)

By default, the AWS CLI uses SSL when communicating with AWS services. For each SSL connection, the AWS CLI will verify SSL certificates. This option overrides the default behavior of verifying SSL certificates.

--no-paginate (boolean)

Disable automatic pagination.

--output (string)

The formatting style for command output.

  • json
  • text
  • table

--query (string)

A JMESPath query to use in filtering the response data.

--profile (string)

Use a specific profile from your credential file.

--region (string)

The region to use. Overrides config/env settings.

--version (string)

Display the version of this tool.

--color (string)

Turn on/off color output.

  • on
  • off
  • auto

--no-sign-request (boolean)

Do not sign requests. Credentials will not be loaded if this argument is provided.

--ca-bundle (string)

The CA certificate bundle to use when verifying SSL certificates. Overrides config/env settings.

--cli-read-timeout (int)

The maximum socket read time in seconds. If the value is set to 0, the socket read will be blocking and not timeout. The default value is 60 seconds.

--cli-connect-timeout (int)

The maximum socket connect time in seconds. If the value is set to 0, the socket connect will be blocking and not timeout. The default value is 60 seconds.

Output

PipelineArn -> (string)

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