Java tutorial
/* * Licensed to the Apache Software Foundation (ASF) under one * or more contributor license agreements. See the NOTICE file * distributed with this work for additional information * regarding copyright ownership. The ASF licenses this file * to you under the Apache License, Version 2.0 (the * "License"); you may not use this file except in compliance * with the License. You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ package org.apache.beam.runners.core.construction; import static com.google.common.base.Preconditions.checkArgument; import com.google.common.collect.Iterables; import com.google.protobuf.Any; import com.google.protobuf.ByteString; import com.google.protobuf.BytesValue; import java.io.IOException; import java.util.HashMap; import java.util.Map; import org.apache.beam.sdk.coders.CannotProvideCoderException; import org.apache.beam.sdk.coders.Coder; import org.apache.beam.sdk.coders.KvCoder; import org.apache.beam.sdk.common.runner.v1.RunnerApi; import org.apache.beam.sdk.common.runner.v1.RunnerApi.CombinePayload; import org.apache.beam.sdk.common.runner.v1.RunnerApi.FunctionSpec; import org.apache.beam.sdk.common.runner.v1.RunnerApi.SdkFunctionSpec; import org.apache.beam.sdk.common.runner.v1.RunnerApi.SideInput; import org.apache.beam.sdk.runners.AppliedPTransform; import org.apache.beam.sdk.transforms.Combine; import org.apache.beam.sdk.transforms.CombineFnBase.GlobalCombineFn; import org.apache.beam.sdk.transforms.PTransform; import org.apache.beam.sdk.util.AppliedCombineFn; import org.apache.beam.sdk.util.SerializableUtils; import org.apache.beam.sdk.values.KV; import org.apache.beam.sdk.values.PCollection; /** * Methods for translating between {@link Combine.PerKey} {@link PTransform PTransforms} and {@link * RunnerApi.CombinePayload} protos. */ public class CombineTranslation { public static final String JAVA_SERIALIZED_COMBINE_FN_URN = "urn:beam:java:combinefn:v1"; public static CombinePayload toProto(AppliedPTransform<?, ?, Combine.PerKey<?, ?, ?>> combine, SdkComponents sdkComponents) throws IOException { GlobalCombineFn<?, ?, ?> combineFn = combine.getTransform().getFn(); try { Coder<?> accumulatorCoder = extractAccumulatorCoder(combineFn, (AppliedPTransform) combine); Map<String, SideInput> sideInputs = new HashMap<>(); return RunnerApi.CombinePayload.newBuilder() .setAccumulatorCoderId(sdkComponents.registerCoder(accumulatorCoder)) .putAllSideInputs(sideInputs).setCombineFn(toProto(combineFn)).build(); } catch (CannotProvideCoderException e) { throw new IllegalStateException(e); } } private static <K, InputT, AccumT> Coder<AccumT> extractAccumulatorCoder( GlobalCombineFn<InputT, AccumT, ?> combineFn, AppliedPTransform<PCollection<KV<K, InputT>>, ?, Combine.PerKey<K, InputT, ?>> transform) throws CannotProvideCoderException { KvCoder<K, InputT> inputCoder = (KvCoder<K, InputT>) ((PCollection<KV<K, InputT>>) Iterables .getOnlyElement(transform.getInputs().values())).getCoder(); return AppliedCombineFn.withInputCoder(combineFn, transform.getPipeline().getCoderRegistry(), inputCoder, transform.getTransform().getSideInputs(), ((PCollection<?>) Iterables.getOnlyElement(transform.getOutputs().values())).getWindowingStrategy()) .getAccumulatorCoder(); } public static SdkFunctionSpec toProto(GlobalCombineFn<?, ?, ?> combineFn) { return SdkFunctionSpec.newBuilder() // TODO: Set Java SDK Environment URN .setSpec(FunctionSpec.newBuilder().setUrn(JAVA_SERIALIZED_COMBINE_FN_URN) .setParameter(Any.pack(BytesValue.newBuilder() .setValue(ByteString.copyFrom(SerializableUtils.serializeToByteArray(combineFn))) .build()))) .build(); } public static Coder<?> getAccumulatorCoder(CombinePayload payload, RunnerApi.Components components) throws IOException { String id = payload.getAccumulatorCoderId(); return CoderTranslation.fromProto(components.getCodersOrThrow(id), components); } public static GlobalCombineFn<?, ?, ?> getCombineFn(CombinePayload payload) throws IOException { checkArgument(payload.getCombineFn().getSpec().getUrn().equals(JAVA_SERIALIZED_COMBINE_FN_URN)); return (GlobalCombineFn<?, ?, ?>) SerializableUtils.deserializeFromByteArray( payload.getCombineFn().getSpec().getParameter().unpack(BytesValue.class).getValue().toByteArray(), "CombineFn"); } }