/** * 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 java.io.IOException; import org.apache.flink.api.common.functions.RichMapPartitionFunction; import org.apache.flink.api.common.typeinfo.PrimitiveArrayTypeInfo; import org.apache.flink.api.common.typeinfo.TypeInformation; import org.apache.flink.api.java.typeutils.ResultTypeQueryable; import org.apache.flink.configuration.Configuration; import org.apache.flink.python.api.streaming.data.PythonSingleInputStreamer; import org.apache.flink.util.Collector; /** * Multi-purpose class, usable by all operations using a python script with one input source and possibly differing * in-/output types. * * @param <IN> * @param <OUT> */ public class PythonMapPartition<IN, OUT> extends RichMapPartitionFunction<IN, OUT> implements ResultTypeQueryable<OUT>{ private static final long serialVersionUID = 3866306483023916413L; private final PythonSingleInputStreamer<IN, OUT> streamer; private final transient TypeInformation<OUT> typeInformation; public PythonMapPartition(Configuration config, int envId, int setId, TypeInformation<OUT> typeInformation) { this.typeInformation = typeInformation; streamer = new PythonSingleInputStreamer<>(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); } @Override public void mapPartition(Iterable<IN> values, Collector<OUT> out) throws Exception { streamer.streamBufferWithoutGroups(values.iterator(), out); } /** * Closes this function. * * @throws IOException */ @Override public void close() throws IOException { streamer.close(); } @Override public TypeInformation<OUT> getProducedType() { return typeInformation; } }