/**
* 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;
}
}