list_artifacts

SageMaker.Client.list_artifacts(**kwargs)

Lists the artifacts in your account and their properties.

See also: AWS API Documentation

Request Syntax

response = client.list_artifacts(
    SourceUri='string',
    ArtifactType='string',
    CreatedAfter=datetime(2015, 1, 1),
    CreatedBefore=datetime(2015, 1, 1),
    SortBy='CreationTime',
    SortOrder='Ascending'|'Descending',
    NextToken='string',
    MaxResults=123
)

Parameters

• SourceUri (string) -- A filter that returns only artifacts with the specified source URI.
• ArtifactType (string) -- A filter that returns only artifacts of the specified type.
• CreatedAfter (datetime) -- A filter that returns only artifacts created on or after the specified time.
• CreatedBefore (datetime) -- A filter that returns only artifacts created on or before the specified time.
• SortBy (string) -- The property used to sort results. The default value is CreationTime .
• SortOrder (string) -- The sort order. The default value is Descending .
• NextToken (string) -- If the previous call to ListArtifacts didn't return the full set of artifacts, the call returns a token for getting the next set of artifacts.
• MaxResults (integer) -- The maximum number of artifacts to return in the response. The default value is 10.

Return type

dict

Returns

Response Syntax

{
    'ArtifactSummaries': [
        {
            'ArtifactArn': 'string',
            'ArtifactName': 'string',
            'Source': {
                'SourceUri': 'string',
                'SourceTypes': [
                    {
                        'SourceIdType': 'MD5Hash'|'S3ETag'|'S3Version'|'Custom',
                        'Value': 'string'
                    },
                ]
            },
            'ArtifactType': 'string',
            'CreationTime': datetime(2015, 1, 1),
            'LastModifiedTime': datetime(2015, 1, 1)
        },
    ],
    'NextToken': 'string'
}

Response Structure

• (dict) --

  • ArtifactSummaries (list) --

    A list of artifacts and their properties.

    • (dict) --

      Lists a summary of the properties of an artifact. An artifact represents a URI addressable object or data. Some examples are a dataset and a model.

      • ArtifactArn (string) --

        The Amazon Resource Name (ARN) of the artifact.

      • ArtifactName (string) --

        The name of the artifact.

      • Source (dict) --

        The source of the artifact.

        • SourceUri (string) --

          The URI of the source.

        • SourceTypes (list) --

          A list of source types.

          • (dict) --

            The ID and ID type of an artifact source.

            • SourceIdType (string) --

              The type of ID.

            • Value (string) --

              The ID.

      • ArtifactType (string) --

        The type of the artifact.

      • CreationTime (datetime) --

        When the artifact was created.

      • LastModifiedTime (datetime) --

        When the artifact was last modified.

  • NextToken (string) --

    A token for getting the next set of artifacts, if there are any.

Exceptions

• SageMaker.Client.exceptions.ResourceNotFound