Module: tfx.types

Subpackage for TFX pipeline types.

Modules

artifact module: TFX artifact type definition.

artifact_utils module: TFX Artifact utilities.

channel module: TFX Channel definition.

channel_utils module: TFX Channel utilities.

component_spec module: ComponentSpec for defining inputs/outputs/properties of TFX components.

node_common module: ComponentSpec for defining inputs/outputs/properties of TFX components.

standard_artifacts module: A set of standard TFX Artifact types.

standard_component_specs module: Component specifications for the standard set of TFX Components.

Classes

class Artifact: TFX artifact used for orchestration.

class Channel: Tfx Channel.

class ComponentSpec: A specification of the inputs, outputs and parameters for a component.

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

Type Aliases

Property: The central part of internal API.