tfx.types.standard_artifacts.ModelBlessing

TFX first-party component artifact definition.

Inherits From: Artifact

tfx.types.standard_artifacts.ModelBlessing(
    *args, **kwargs
)

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

Attributes
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

copy_from(
    other: "Artifact"
)

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

from_json_dict

View source

@classmethod
from_json_dict(
    dict_data: Dict[Text, Any]
) -> Any

Convert from dictionary data to an object.

get_float_custom_property

View source

get_float_custom_property(
    key: str
) -> float

Gets a custom property of float type.

get_int_custom_property

View source

get_int_custom_property(
    key: Text
) -> int

Get a custom property of int type.

get_string_custom_property

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get_string_custom_property(
    key: Text
) -> Text

Get a custom property of string type.

has_custom_property

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has_custom_property(
    key: Text
) -> bool

set_float_custom_property

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set_float_custom_property(
    key: str,
    value: float
)

Sets a custom property of float type.

set_int_custom_property

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set_int_custom_property(
    key: Text,
    value: int
)

Set a custom property of int type.

set_mlmd_artifact

View source

set_mlmd_artifact(
    artifact: metadata_store_pb2.Artifact
)

Replace the MLMD artifact object on this artifact.

set_mlmd_artifact_type

View source

set_mlmd_artifact_type(
    artifact_type: metadata_store_pb2.ArtifactType
)

Set entire ArtifactType in this object.

set_string_custom_property

View source

set_string_custom_property(
    key: Text,
    value: Text
)

Set a custom property of string type.

to_json_dict

View source

to_json_dict() -> Dict[Text, Any]

Convert from an object to a JSON serializable dictionary.

Class Variables
PROPERTIES	None
TYPE_NAME	'ModelBlessing'