SageMaker / Client / list_inference_components

list_inference_components#

SageMaker.Client.list_inference_components(**kwargs)#

Lists the inference components in your account and their properties.

See also: AWS API Documentation

Request Syntax

response = client.list_inference_components(
    SortBy='Name'|'CreationTime'|'Status',
    SortOrder='Ascending'|'Descending',
    NextToken='string',
    MaxResults=123,
    NameContains='string',
    CreationTimeBefore=datetime(2015, 1, 1),
    CreationTimeAfter=datetime(2015, 1, 1),
    LastModifiedTimeBefore=datetime(2015, 1, 1),
    LastModifiedTimeAfter=datetime(2015, 1, 1),
    StatusEquals='InService'|'Creating'|'Updating'|'Failed'|'Deleting',
    EndpointNameEquals='string',
    VariantNameEquals='string'
)
Parameters:

  • SortBy (string) – The field by which to sort the inference components in the response. The default is CreationTime.

  • SortOrder (string) – The sort order for results. The default is Descending.

  • NextToken (string) – A token that you use to get the next set of results following a truncated response. If the response to the previous request was truncated, that response provides the value for this token.

  • MaxResults (integer) – The maximum number of inference components to return in the response. This value defaults to 10.

  • NameContains (string) – Filters the results to only those inference components with a name that contains the specified string.

  • CreationTimeBefore (datetime) – Filters the results to only those inference components that were created before the specified time.

  • CreationTimeAfter (datetime) – Filters the results to only those inference components that were created after the specified time.

  • LastModifiedTimeBefore (datetime) – Filters the results to only those inference components that were updated before the specified time.

  • LastModifiedTimeAfter (datetime) – Filters the results to only those inference components that were updated after the specified time.

  • StatusEquals (string) – Filters the results to only those inference components with the specified status.

  • EndpointNameEquals (string) – An endpoint name to filter the listed inference components. The response includes only those inference components that are hosted at the specified endpoint.

  • VariantNameEquals (string) – A production variant name to filter the listed inference components. The response includes only those inference components that are hosted at the specified variant.

Return type:

dict

Returns:

Response Syntax

{
    'InferenceComponents': [
        {
            'CreationTime': datetime(2015, 1, 1),
            'InferenceComponentArn': 'string',
            'InferenceComponentName': 'string',
            'EndpointArn': 'string',
            'EndpointName': 'string',
            'VariantName': 'string',
            'InferenceComponentStatus': 'InService'|'Creating'|'Updating'|'Failed'|'Deleting',
            'LastModifiedTime': datetime(2015, 1, 1)
        },
    ],
    'NextToken': 'string'
}

Response Structure

  • (dict) –

    • InferenceComponents (list) –

      A list of inference components and their properties that matches any of the filters you specified in the request.

      • (dict) –

        A summary of the properties of an inference component.

        • CreationTime (datetime) –

          The time when the inference component was created.

        • InferenceComponentArn (string) –

          The Amazon Resource Name (ARN) of the inference component.

        • InferenceComponentName (string) –

          The name of the inference component.

        • EndpointArn (string) –

          The Amazon Resource Name (ARN) of the endpoint that hosts the inference component.

        • EndpointName (string) –

          The name of the endpoint that hosts the inference component.

        • VariantName (string) –

          The name of the production variant that hosts the inference component.

        • InferenceComponentStatus (string) –

          The status of the inference component.

        • LastModifiedTime (datetime) –

          The time when the inference component was last updated.

    • NextToken (string) –

      The token to use in a subsequent request to get the next set of results following a truncated response.