tfx.components.example_gen.component.QueryBasedExampleGen.SPEC_CLASS

Query-based ExampleGen component spec.

Inherits From: ComponentSpec

View aliases

Main aliases

tfx.extensions.google_cloud_big_query.example_gen.component.BigQueryExampleGen.SPEC_CLASS, tfx.extensions.google_cloud_big_query.experimental.elwc_example_gen.component.component.BigQueryToElwcExampleGen.SPEC_CLASS, tfx.types.standard_component_specs.QueryBasedExampleGenSpec

tfx.components.example_gen.component.QueryBasedExampleGen.SPEC_CLASS(
    **kwargs
)

Args
**kwargs	Any inputs, outputs and execution parameters for this instance of the component spec.

Methods

from_json_dict

View source

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

Convert from dictionary data to an object.

to_json_dict

View source

to_json_dict() -> Dict[Text, Any]

Convert from an object to a JSON serializable dictionary.

__eq__

View source

__eq__(
    other
)

Return self==value.

Class Variables
INPUTS	{ }
OUTPUTS	{ 'examples': ChannelParameter(type: <class 'tfx.types.standard_artifacts.Examples'>) }
PARAMETERS	{ 'custom_config': ExecutionParameter(type: <class 'tfx.proto.example_gen_pb2.CustomConfig'>, optional: True), 'input_config': ExecutionParameter(type: <class 'tfx.proto.example_gen_pb2.Input'>, optional: False), 'output_config': ExecutionParameter(type: <class 'tfx.proto.example_gen_pb2.Output'>, optional: False), 'output_data_format': ExecutionParameter(type: <class 'int'>, optional: False) }