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tfx.extensions.google_cloud_ai_platform.bulk_inferrer.component.CloudAIBulkInferrerComponent.SPEC_CLASS

ComponentSpec for BulkInferrer component of Cloud AI platform.

Inherits From: ComponentSpec

tfx.extensions.google_cloud_ai_platform.bulk_inferrer.component.CloudAIBulkInferrerComponent.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 

{
 '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 

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