[ aws . sagemaker ]

query-lineage

Description

Use this action to inspect your lineage and discover relationships between entities. For more information, see Querying Lineage Entities in the Amazon SageMaker Developer Guide .

See also: AWS API Documentation

See ‘aws help’ for descriptions of global parameters.

Synopsis

  query-lineage
--start-arns <value>
[--direction <value>]
[--include-edges | --no-include-edges]
[--filters <value>]
[--max-depth <value>]
[--max-results <value>]
[--next-token <value>]
[--cli-input-json | --cli-input-yaml]
[--generate-cli-skeleton <value>]

Options

--start-arns (list)

A list of resource Amazon Resource Name (ARN) that represent the starting point for your lineage query.

(string)

Syntax:

"string" "string" ...

--direction (string)

Associations between lineage entities have a direction. This parameter determines the direction from the StartArn(s) that the query traverses.

Possible values:

• Both

• Ascendants

• Descendants

--include-edges | --no-include-edges (boolean)

Setting this value to True retrieves not only the entities of interest but also the Associations and lineage entities on the path. Set to False to only return lineage entities that match your query.

--filters (structure)

A set of filtering parameters that allow you to specify which entities should be returned.

• Properties - Key-value pairs to match on the lineage entities’ properties.

• LineageTypes - A set of lineage entity types to match on. For example: TrialComponent , Artifact , or Context .

• CreatedBefore - Filter entities created before this date.

• ModifiedBefore - Filter entities modified before this date.

• ModifiedAfter - Filter entities modified after this date.

Types -> (list)

Filter the lineage entities connected to the StartArn by type. For example: DataSet , Model , Endpoint , or ModelDeployment .

(string)

LineageTypes -> (list)

Filter the lineage entities connected to the StartArn (s) by the type of the lineage entity.

(string)

CreatedBefore -> (timestamp)

Filter the lineage entities connected to the StartArn (s) by created date.

CreatedAfter -> (timestamp)

Filter the lineage entities connected to the StartArn (s) after the create date.

ModifiedBefore -> (timestamp)

Filter the lineage entities connected to the StartArn (s) before the last modified date.

ModifiedAfter -> (timestamp)

Filter the lineage entities connected to the StartArn (s) after the last modified date.

Properties -> (map)

Filter the lineage entities connected to the StartArn (s) by a set if property key value pairs. If multiple pairs are provided, an entity is included in the results if it matches any of the provided pairs.

key -> (string)

value -> (string)

Shorthand Syntax:

Types=string,string,LineageTypes=string,string,CreatedBefore=timestamp,CreatedAfter=timestamp,ModifiedBefore=timestamp,ModifiedAfter=timestamp,Properties={KeyName1=string,KeyName2=string}

JSON Syntax:

{
  "Types": ["string", ...],
  "LineageTypes": ["TrialComponent"|"Artifact"|"Context"|"Action", ...],
  "CreatedBefore": timestamp,
  "CreatedAfter": timestamp,
  "ModifiedBefore": timestamp,
  "ModifiedAfter": timestamp,
  "Properties": {"string": "string"
    ...}
}

--max-depth (integer)

The maximum depth in lineage relationships from the StartArns that are traversed. Depth is a measure of the number of Associations from the StartArn entity to the matched results.

--max-results (integer)

Limits the number of vertices in the results. Use the NextToken in a response to to retrieve the next page of results.

--next-token (string)

Limits the number of vertices in the request. Use the NextToken in a response to to retrieve the next page of results.

--cli-input-json | --cli-input-yaml (string) Reads arguments from the JSON string provided. The JSON string follows the format provided by --generate-cli-skeleton. If other arguments are provided on the command line, those 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. This may not be specified along with --cli-input-yaml.

--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. Similarly, if provided yaml-input it will print a sample input YAML that can be used with --cli-input-yaml. If provided with the value output, it validates the command inputs and returns a sample output JSON for that command.

See ‘aws help’ for descriptions of global parameters.

Output

Vertices -> (list)

A list of vertices connected to the start entity(ies) in the lineage graph.

(structure)

A lineage entity connected to the starting entity(ies).

Arn -> (string)

The Amazon Resource Name (ARN) of the lineage entity resource.

Type -> (string)

The type of the lineage entity resource. For example: DataSet , Model , Endpoint , etc…

LineageType -> (string)

The type of resource of the lineage entity.

Edges -> (list)

A list of edges that connect vertices in the response.

(structure)

A directed edge connecting two lineage entities.

SourceArn -> (string)

The Amazon Resource Name (ARN) of the source lineage entity of the directed edge.

DestinationArn -> (string)

The Amazon Resource Name (ARN) of the destination lineage entity of the directed edge.

AssociationType -> (string)

The type of the Association(Edge) between the source and destination. For example ContributedTo , Produced , or DerivedFrom .

NextToken -> (string)

Limits the number of vertices in the response. Use the NextToken in a response to to retrieve the next page of results.