Optional name of the pipeline for ML Metadata tracking
purposes. If not specified, a name will be generated for you.
pipeline_root
Optional path to the root of the pipeline's outputs. If not
specified, an ephemeral temporary directory will be created and used.
metadata_connection_config
Optional metadata_store_pb2.ConnectionConfig
instance used to configure connection to a ML Metadata connection. If
not specified, an ephemeral SQLite MLMD connection contained in the
pipeline_root directory with file name "metadata.sqlite" will be used.
beam_pipeline_args
Optional Beam pipeline args for beam jobs within
executor. Executor will use beam DirectRunner as Default.
Run a given TFX component in the interactive context.
Args
component
Component instance to be run.
enable_cache
whether caching logic should be enabled in the driver.
beam_pipeline_args
Optional Beam pipeline args for beam jobs within
executor. Executor will use beam DirectRunner as Default. If provided,
will override beam_pipeline_args specified in constructor.