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tfx.types.standard_artifacts.Examples

TFX first-party component artifact definition.

Inherits From: Artifact

Used in the notebooks

Used in the tutorials

mlmd_artifact_type Proto message defining the underlying ArtifactType. Optional and intended for internal use.

artifact_type

id Id of underlying artifact.
mlmd_artifact

name Name of the underlying artifact.
pipeline_name Name of the pipeline that produce the artifact.
producer_component Producer component of the artifact.
state State of the underlying artifact.
type

type_id Id of underlying artifact type.
type_name

uri Artifact URI.

Methods

copy_from

View source

Set uri, properties and custom properties from a given Artifact.

from_json_dict

View source

Convert from dictionary data to an object.

get_float_custom_property

View source

Gets a custom property of float type.

get_int_custom_property

View source

Get a custom property of int type.

get_string_custom_property

View source

Get a custom property of string type.

has_custom_property

View source

set_float_custom_property

View source

Sets a custom property of float type.

set_int_custom_property

View source

Set a custom property of int type.

set_mlmd_artifact

View source

Replace the MLMD artifact object on this artifact.

set_mlmd_artifact_type

View source

Set entire ArtifactType in this object.

set_string_custom_property

View source

Set a custom property of string type.

to_json_dict

View source

Convert from an object to a JSON serializable dictionary.

PROPERTIES

{
 'span': <tfx.types.artifact.Property object at 0x7f3fc3711990>,
 'split_names': <tfx.types.artifact.Property object at 0x7f3fc3711a10>,
 'version': <tfx.types.artifact.Property object at 0x7f3fc37119d0>
}

TYPE_NAME 'Examples'