tfx.dsl.experimental.latest_artifacts_resolver.LatestArtifactsResolver

Resolver that return the latest n artifacts in a given channel.

Inherits From: ResolverStrategy

tfx.dsl.experimental.latest_artifacts_resolver.LatestArtifactsResolver(
    desired_num_of_artifacts: Optional[int] = 1
)

Note that this Resolver is experimental and is subject to change in terms of both interface and implementation.

Methods

`resolve`

View source

resolve(
    pipeline_info: tfx.orchestration.data_types.PipelineInfo,
    metadata_handler: tfx.orchestration.metadata.Metadata,
    source_channels: Dict[Text, tfx.types.Channel]
) -> tfx.dsl.components.common.resolver.ResolveResult

Resolves artifacts from channels by querying MLMD.

Args
`pipeline_info`	PipelineInfo of the current pipeline. We do not want to query artifacts across pipeline boundary.
`metadata_handler`	a read-only handler to query MLMD.
`source_channels`	a key -> channel dict which contains the info of the source channels.

Returns
a ResolveResult instance.

Raises
`DeprecationWarning`	when it is called.

`resolve_artifacts`

View source

resolve_artifacts(
    metadata_handler: tfx.orchestration.metadata.Metadata,
    input_dict: Dict[Text, List[types.Artifact]]
) -> Optional[Dict[Text, List[types.Artifact]]]

Resolves artifacts from channels by querying MLMD.

Args
`metadata_handler`	A metadata handler to access MLMD store.
`input_dict`	The input_dict to resolve from.

Returns
If `min_count` for every input is met, returns a Dict[Text, List[Artifact]]. Otherwise, return None.