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B

BaseInput - Interface in org.apache.beam.sdk.ml.inference.remote

Base class for defining input types used with remote inference transforms.

BaseModelHandler<ParamT extends BaseModelParameters,InputT extends BaseInput,OutputT extends BaseResponse> - Interface in org.apache.beam.sdk.ml.inference.remote

Interface for model-specific handlers that perform remote inference operations.

BaseModelParameters - Interface in org.apache.beam.sdk.ml.inference.remote

Base interface for defining model-specific parameters used to configure remote inference clients.

BaseResponse - Interface in org.apache.beam.sdk.ml.inference.remote

Base class for defining response types returned from remote inference operations.

C

call() - Method in interface org.apache.beam.sdk.ml.inference.remote.RetryHandler.RetryableRequest

create(InputT, OutputT) - Static method in class org.apache.beam.sdk.ml.inference.remote.PredictionResult

createClient(ParamT) - Method in interface org.apache.beam.sdk.ml.inference.remote.BaseModelHandler

Initializes the remote model client with the provided parameters.

E

execute(RetryHandler.RetryableRequest<T>) - Method in class org.apache.beam.sdk.ml.inference.remote.RetryHandler

expand(PCollection<InputT>) - Method in class org.apache.beam.sdk.ml.inference.remote.RemoteInference.Invoke

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getInput() - Method in class org.apache.beam.sdk.ml.inference.remote.PredictionResult

getOutput() - Method in class org.apache.beam.sdk.ml.inference.remote.PredictionResult

H

handler(Class<? extends BaseModelHandler<?, InputT, OutputT>>) - Method in class org.apache.beam.sdk.ml.inference.remote.RemoteInference.Invoke

Model handler class for inference.

I

invoke() - Static method in class org.apache.beam.sdk.ml.inference.remote.RemoteInference

Invoke the model handler with model parameters.

Invoke() - Constructor for class org.apache.beam.sdk.ml.inference.remote.RemoteInference.Invoke

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org.apache.beam.sdk.ml.inference.remote - package org.apache.beam.sdk.ml.inference.remote

Remote ML inference.

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PredictionResult<InputT,OutputT> - Class in org.apache.beam.sdk.ml.inference.remote

Pairs an input with its corresponding inference output.

R

RemoteInference - Class in org.apache.beam.sdk.ml.inference.remote

A PTransform for making remote inference calls to external machine learning services.

RemoteInference.Invoke<InputT extends BaseInput,OutputT extends BaseResponse> - Class in org.apache.beam.sdk.ml.inference.remote

request(List<InputT>) - Method in interface org.apache.beam.sdk.ml.inference.remote.BaseModelHandler

Performs inference on a batch of inputs and returns the results.

RetryHandler - Class in org.apache.beam.sdk.ml.inference.remote

A utility for running request and handle failures and retries.

RetryHandler.RetryableRequest<T> - Interface in org.apache.beam.sdk.ml.inference.remote

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withDefaults() - Static method in class org.apache.beam.sdk.ml.inference.remote.RetryHandler

withParameters(BaseModelParameters) - Method in class org.apache.beam.sdk.ml.inference.remote.RemoteInference.Invoke

Configures the parameters for model initialization.

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