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tfx.types.standard_component_specs.BulkInferrerSpec

BulkInferrer component spec.

Inherits From: ComponentSpec

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

Methods

__eq__

View source

Return self==value.

INPUTS

{
 'examples': ChannelParameter(type: <class 'tfx.types.standard_artifacts.Examples'>),
 'model': ChannelParameter(type: <class 'tfx.types.standard_artifacts.Model'>),
 'model_blessing': ChannelParameter(type: <class 'tfx.types.standard_artifacts.ModelBlessing'>)
}

OUTPUTS

{
 'inference_result': ChannelParameter(type: <class 'tfx.types.standard_artifacts.InferenceResult'>),
 'output_examples': ChannelParameter(type: <class 'tfx.types.standard_artifacts.Examples'>)
}

PARAMETERS

{
 'data_spec': ExecutionParameter(type: <class 'tfx.proto.bulk_inferrer_pb2.DataSpec'>, optional: True),
 'model_spec': ExecutionParameter(type: <class 'tfx.proto.bulk_inferrer_pb2.ModelSpec'>, optional: True),
 'output_example_spec': ExecutionParameter(type: <class 'tfx.proto.bulk_inferrer_pb2.OutputExampleSpec'>, optional: True)
}