Inference logger

Creation

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InferenceLogger

hsml.inference_logger.InferenceLogger(kafka_topic={}, mode="ALL", **kwargs)

Configuration of an inference logger for a predictor.

Arguments

• kafka_topic Optional[Union[hsml.kafka_topic.KafkaTopic, dict]]: Kafka topic to send the inference logs to. By default, a new Kafka topic is configured.
• mode Optional[str]: Inference logging mode. (e.g., NONE, ALL, PREDICTIONS, or MODEL_INPUTS). By default, ALL inference logs are sent.

Returns

InferenceLogger. Configuration of an inference logger.

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Retrieval

predictor.inference_logger

Inference loggers can be accessed from the predictor metadata objects.

predictor.inference_logger

Predictors can be found in the deployment metadata objects (see Predictor Reference). To retrieve a deployment, see the Deployment Reference.

Properties

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kafka_topic

Kafka topic to send the inference logs to.

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mode

Inference logging mode ("NONE", "ALL", "PREDICTIONS", or "MODEL_INPUTS").

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Methods

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describe

InferenceLogger.describe()

Print a description of the inference logger

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to_dict

InferenceLogger.to_dict()

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