/** * 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.flink.python.api.functions; import org.apache.flink.api.common.typeinfo.PrimitiveArrayTypeInfo; import org.apache.flink.api.java.typeutils.ResultTypeQueryable; import org.apache.flink.configuration.Configuration; import org.apache.flink.python.api.streaming.data.PythonDualInputStreamer; import org.apache.flink.util.Collector; import java.io.IOException; import org.apache.flink.api.common.functions.RichCoGroupFunction; import org.apache.flink.api.common.typeinfo.TypeInformation; /** * CoGroupFunction that uses a python script. * * @param <IN1> * @param <IN2> * @param <OUT> */ public class PythonCoGroup<IN1, IN2, OUT> extends RichCoGroupFunction<IN1, IN2, OUT> implements ResultTypeQueryable<OUT> { private static final long serialVersionUID = -3997396583317513873L; private final PythonDualInputStreamer<IN1, IN2, OUT> streamer; private final transient TypeInformation<OUT> typeInformation; public PythonCoGroup(Configuration config, int envID, int setID, TypeInformation<OUT> typeInformation) { this.typeInformation = typeInformation; streamer = new PythonDualInputStreamer<>(this, config, envID, setID, typeInformation instanceof PrimitiveArrayTypeInfo); } /** * Opens this function. * * @param config configuration * @throws IOException */ @Override public void open(Configuration config) throws IOException { streamer.open(); streamer.sendBroadCastVariables(config); } /** * Calls the external python function. * * @param first * @param second * @param out collector * @throws IOException */ @Override public final void coGroup(Iterable<IN1> first, Iterable<IN2> second, Collector<OUT> out) throws Exception { streamer.streamBufferWithGroups(first.iterator(), second.iterator(), out); } /** * Closes this function. * * @throws IOException */ @Override public void close() throws IOException { streamer.close(); } @Override public TypeInformation<OUT> getProducedType() { return typeInformation; } }