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.dataflow.worker; import static com.google.common.base.Preconditions.checkArgument; import static org.apache.beam.runners.core.SplittableParDoViaKeyedWorkItems.ProcessFn; import com.google.common.collect.Iterables; import java.util.Collection; import org.apache.beam.runners.core.DoFnRunner; import org.apache.beam.runners.core.KeyedWorkItem; import org.apache.beam.runners.core.StateNamespaces.WindowNamespace; import org.apache.beam.runners.core.TimerInternals.TimerData; import org.apache.beam.sdk.state.TimeDomain; import org.apache.beam.sdk.transforms.DoFn; import org.apache.beam.sdk.transforms.windowing.BoundedWindow; import org.apache.beam.sdk.transforms.windowing.GlobalWindow; import org.apache.beam.sdk.transforms.windowing.PaneInfo; import org.apache.beam.sdk.util.WindowedValue; import org.apache.beam.sdk.values.KV; import org.joda.time.Instant; /** * Runs a {@link ProcessFn} by constructing the appropriate contexts and passing them in. * * <p>This is the Dataflow-specific version of the runner-agnostic ProcessFnRunner. It's needed * because the code for handling pushback on streaming side inputs in Dataflow is also divergent * from the runner-agnostic code in runners-core. If that code is ever unified, so can this class. */ class DataflowProcessFnRunner<InputT, OutputT, RestrictionT> implements DoFnRunner<KeyedWorkItem<byte[], KV<InputT, RestrictionT>>, OutputT> { private final DoFnRunner<KeyedWorkItem<byte[], KV<InputT, RestrictionT>>, OutputT> simpleRunner; DataflowProcessFnRunner(DoFnRunner<KeyedWorkItem<byte[], KV<InputT, RestrictionT>>, OutputT> simpleRunner) { this.simpleRunner = simpleRunner; } @Override public void startBundle() { simpleRunner.startBundle(); } @Override public void processElement(WindowedValue<KeyedWorkItem<byte[], KV<InputT, RestrictionT>>> compressedElem) { simpleRunner.processElement(placeIntoElementWindow(compressedElem)); } private static <T> WindowedValue<KeyedWorkItem<byte[], T>> placeIntoElementWindow( WindowedValue<KeyedWorkItem<byte[], T>> compressedElem) { checkTrivialOuterWindows(compressedElem); WindowedValue<KeyedWorkItem<byte[], T>> res = WindowedValue.of(compressedElem.getValue(), BoundedWindow.TIMESTAMP_MIN_VALUE, getUnderlyingWindow(compressedElem.getValue()), PaneInfo.ON_TIME_AND_ONLY_FIRING); return res; } // TODO: move this and the next function into ProcessFn. private static <T> void checkTrivialOuterWindows(WindowedValue<KeyedWorkItem<byte[], T>> windowedKWI) { // In practice it will be in 0 or 1 windows (ValueInEmptyWindows or ValueInGlobalWindow) Collection<? extends BoundedWindow> outerWindows = windowedKWI.getWindows(); if (!outerWindows.isEmpty()) { checkArgument(outerWindows.size() == 1, "The KeyedWorkItem itself must not be in multiple windows, but was in: %s", outerWindows); BoundedWindow onlyWindow = Iterables.getOnlyElement(outerWindows); checkArgument(onlyWindow instanceof GlobalWindow, "KeyedWorkItem must be in the Global window, but was in: %s", onlyWindow); } } private static <T> BoundedWindow getUnderlyingWindow(KeyedWorkItem<byte[], T> kwi) { if (Iterables.isEmpty(kwi.elementsIterable())) { // ProcessFn sets only a single timer. TimerData timer = Iterables.getOnlyElement(kwi.timersIterable()); return ((WindowNamespace) timer.getNamespace()).getWindow(); } else { // KWI must have a single element in elementsIterable, because it follows a GBK by a // uniquely generated key. // Additionally, windows must be exploded before GBKIntoKeyedWorkItems, so there's also // only a single window. WindowedValue<T> value = Iterables.getOnlyElement(kwi.elementsIterable()); return Iterables.getOnlyElement(value.getWindows()); } } @Override public void onTimer(String timerId, BoundedWindow window, Instant timestamp, TimeDomain timeDomain) { throw new UnsupportedOperationException("Unsupported for ProcessFn"); } @Override public void finishBundle() { simpleRunner.finishBundle(); } @Override public DoFn<KeyedWorkItem<byte[], KV<InputT, RestrictionT>>, OutputT> getFn() { return simpleRunner.getFn(); } }