SageMaker / Client / describe_pipeline

describe_pipeline#

SageMaker.Client.describe_pipeline(**kwargs)#

Describes the details of a pipeline.

Request Syntax

response = client.describe_pipeline(
    PipelineName='string'
)

Parameters:

PipelineName (string) –

[REQUIRED]

The name or Amazon Resource Name (ARN) of the pipeline to describe.

Return type:

dict

Returns:

Response Syntax

{
    'PipelineArn': 'string',
    'PipelineName': 'string',
    'PipelineDisplayName': 'string',
    'PipelineDefinition': 'string',
    'PipelineDescription': 'string',
    'RoleArn': 'string',
    'PipelineStatus': 'Active',
    'CreationTime': datetime(2015, 1, 1),
    'LastModifiedTime': datetime(2015, 1, 1),
    'LastRunTime': datetime(2015, 1, 1),
    'CreatedBy': {
        'UserProfileArn': 'string',
        'UserProfileName': 'string',
        'DomainId': 'string',
        'IamIdentity': {
            'Arn': 'string',
            'PrincipalId': 'string',
            'SourceIdentity': 'string'
        }
    },
    'LastModifiedBy': {
        'UserProfileArn': 'string',
        'UserProfileName': 'string',
        'DomainId': 'string',
        'IamIdentity': {
            'Arn': 'string',
            'PrincipalId': 'string',
            'SourceIdentity': 'string'
        }
    },
    'ParallelismConfiguration': {
        'MaxParallelExecutionSteps': 123
    }
}

Response Structure

(dict) –
- PipelineArn (string) –
  
  The Amazon Resource Name (ARN) of the pipeline.
- PipelineName (string) –
  
  The name of the pipeline.
- PipelineDisplayName (string) –
  
  The display name of the pipeline.
- PipelineDefinition (string) –
  
  The JSON pipeline definition.
- PipelineDescription (string) –
  
  The description of the pipeline.
- RoleArn (string) –
  
  The Amazon Resource Name (ARN) that the pipeline uses to execute.
- PipelineStatus (string) –
  
  The status of the pipeline execution.
- CreationTime (datetime) –
  
  The time when the pipeline was created.
- LastModifiedTime (datetime) –
  
  The time when the pipeline was last modified.
- LastRunTime (datetime) –
  
  The time when the pipeline was last run.
- CreatedBy (dict) –
  
  Information about the user who created or modified an experiment, trial, trial component, lineage group, project, or model card.
  - UserProfileArn (string) –
    
    The Amazon Resource Name (ARN) of the user’s profile.
  - UserProfileName (string) –
    
    The name of the user’s profile.
  - DomainId (string) –
    
    The domain associated with the user.
  - IamIdentity (dict) –
    
    The IAM Identity details associated with the user. These details are associated with model package groups, model packages, and project entities only.
    - Arn (string) –
      
      The Amazon Resource Name (ARN) of the IAM identity.
    - PrincipalId (string) –
      
      The ID of the principal that assumes the IAM identity.
    - SourceIdentity (string) –
      
      The person or application which assumes the IAM identity.
- LastModifiedBy (dict) –
  
  Information about the user who created or modified an experiment, trial, trial component, lineage group, project, or model card.
  - UserProfileArn (string) –
    
    The Amazon Resource Name (ARN) of the user’s profile.
  - UserProfileName (string) –
    
    The name of the user’s profile.
  - DomainId (string) –
    
    The domain associated with the user.
  - IamIdentity (dict) –
    
    The IAM Identity details associated with the user. These details are associated with model package groups, model packages, and project entities only.
    - Arn (string) –
      
      The Amazon Resource Name (ARN) of the IAM identity.
    - PrincipalId (string) –
      
      The ID of the principal that assumes the IAM identity.
    - SourceIdentity (string) –
      
      The person or application which assumes the IAM identity.
- ParallelismConfiguration (dict) –
  
  Lists the parallelism configuration applied to the pipeline.
  - MaxParallelExecutionSteps (integer) –
    
    The max number of steps that can be executed in parallel.

Exceptions

SageMaker.Client.exceptions.ResourceNotFound