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tfx.components.FileBasedExampleGen.SPEC_CLASS

File-based ExampleGen component spec.

Inherits From: ComponentSpec

tfx.components.FileBasedExampleGen.SPEC_CLASS(
    **kwargs
)

**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.

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_base': ExecutionParameter(type: (<class 'str'>, <class 'str'>), optional: False),
 '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),
 'range_config': ExecutionParameter(type: <class 'tfx.proto.range_config_pb2.RangeConfig'>, optional: True)
}