Class PredictionHandler (2.0.0) 

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

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

Methods

PredictionHandler

PredictionHandler(
    artifacts_uri: str,
    predictor: typing.Optional[
        typing.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) -> starlette.responses.Response

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.