Class PredictionHandler (1.20.0)

Version 1.20.0

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PredictionHandler(
    artifacts_uri: str,
    predictor: Optional[
        Type[google.cloud.aiplatform.prediction.predictor.Predictor]
    ] = None,
)

Default prediction handler for the prediction requests sent to the application.

Inheritance

builtins.object > abc.ABC > google.cloud.aiplatform.prediction.handler.Handler > PredictionHandler

Methods

PredictionHandler

PredictionHandler(
    artifacts_uri: str,
    predictor: Optional[
        Type[google.cloud.aiplatform.prediction.predictor.Predictor]
    ] = None,
)

Initializes a Handler instance.

Parameters

Name	Description
artifacts_uri	str Required. The value of the environment variable AIP_STORAGE_URI.
predictor	Type[Predictor] Optional. The Predictor class this handler uses to initiate predictor instance if given.

Exceptions

Type	Description
ValueError	If predictor is None.

handle

handle(request: starlette.requests.Request)

Handles a prediction request.

Parameter

Name	Description
request	Request Required. The prediction request sent to the application.

Exceptions

Type	Description
HTTPException	If any exception is thrown from predictor object.