tfx.types.ValueArtifact

Artifacts of small scalar-values that can be easily loaded into memory.

Inherits From: Artifact

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.
value

Methods

copy_from

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

decode

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Method decoding the file content. Implemented by subclasses.

encode

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Method encoding the file content. Implemented by subclasses.

from_json_dict

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Convert from dictionary data to an object.

get_int_custom_property

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Get a custom property of int type.

get_string_custom_property

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Get a custom property of string type.

has_custom_property

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read

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set_int_custom_property

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Set a custom property of int type.

set_mlmd_artifact

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Replace the MLMD artifact object on this artifact.

set_mlmd_artifact_type

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Set entire ArtifactType in this object.

set_string_custom_property

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Set a custom property of string type.

to_json_dict

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Convert from an object to a JSON serializable dictionary.

write

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PROPERTIES None
TYPE_NAME None