tfx.v1.types.standard_artifacts.Float

Float-typed artifact.

Inherits From: Artifact

tfx.v1.types.standard_artifacts.Float(
    *args, **kwargs
)

Float value artifacts are encoded using Python str() class. However, Nan and Infinity are handled separately. See string constants in the class.

value Value stored in the artifact.

Methods

annotate_as

@classmethod
annotate_as(
    type_annotation: Optional[Type[SystemArtifact]] = None
)

Annotate the value artifact type with a system artifact class.

Example usage:

from tfx import v1 as tfx
OutputArtifact = tfx.dsl.components.OutputArtifact
String = tfx.types.standard_artifacts.String
Model = tfx.dsl.standard_annotations.Model

@tfx.dsl.components.component
def MyTrainer(
    model: OutputArtifact[String.annotate_as(Model)]
):
  ...

Args
type_annotation the standard annotations used to annotate the value artifact type. The possible values are in tfx.v1.dsl.standard_annotations.

Returns
A subclass of the method caller class (e.g., standard_artifacts.String, standard_artifacts.Float) with TYPE_ANNOTATION attribute set to be type_annotation; returns the original class iftype_annotation is None.

PROPERTIES None
TYPE_ANNOTATION None
TYPE_NAME 'Float'