Predictor Config

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PredictorConfig

hsml.predictor_config.PredictorConfig(
    model_server,
    serving_tool=None,
    script_file=None,
    resources_config=None,
    inference_logger=None,
    inference_batcher=None,
)

Configuration object attached to a Predictor.

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Properties

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inference_batcher

Configuration of the inference batcher attached to this predictor.

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inference_logger

Configuration of the inference logger attached to this predictor.

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model_server

Model server used by the predictor.

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resources_config

Resources configuration for the predictor.

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script_file

Script file ran by the serving component.

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serving_tool

Serving tool used to run the model server.

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Methods

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describe

PredictorConfig.describe()

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extract_fields_from_json

PredictorConfig.extract_fields_from_json(json_decamelized)

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for_model

PredictorConfig.for_model(model)

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from_json

PredictorConfig.from_json(json_decamelized)

To be implemented by the component type

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from_response_json

PredictorConfig.from_response_json(json_dict)

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json

PredictorConfig.json()

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to_dict

PredictorConfig.to_dict()

To be implemented by the component type

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update_from_response_json

PredictorConfig.update_from_response_json(json_dict)

To be implemented by the component type

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