tfx.types.standard_artifacts.Float

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Float-typed artifact.

Inherits From: ValueArtifact

tfx.types.standard_artifacts.Float(
    *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.
value

Methods

decode

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decode(
    serialized_value: bytes
) -> float

Method decoding the file content. Implemented by subclasses.

encode

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encode(
    value: float
) -> bytes

Method encoding the file content. Implemented by subclasses.

from_json_dict

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

Convert from dictionary data to an object.

get_int_custom_property

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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.

read

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read()

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

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set_mlmd_artifact(
    artifact: metadata_store_pb2.Artifact
)

Replace the MLMD artifact object on this artifact.

set_mlmd_artifact_type

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set_mlmd_artifact_type(
    artifact_type: metadata_store_pb2.ArtifactType
)

Set entire ArtifactType in this object.

set_string_custom_property

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set_string_custom_property(
    key: Text,
    value: Text
)

Set a custom property of string type.

to_json_dict

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to_json_dict() -> Dict[Text, Any]

Convert from an object to a JSON serializable dictionary.

write

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write(
    value
)

Class Variables

• PROPERTIES = None
• TYPE_NAME = 'Float'
• VALUE_FILE = 'value'