org.apache.flink.streaming.tests.Elasticsearch6SinkExample.java Source code

Introduction

Here is the source code for org.apache.flink.streaming.tests.Elasticsearch6SinkExample.java

Source

/*
 * 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.streaming.tests;

import org.apache.flink.api.common.functions.FlatMapFunction;
import org.apache.flink.api.common.functions.RuntimeContext;
import org.apache.flink.api.java.tuple.Tuple2;
import org.apache.flink.api.java.utils.ParameterTool;
import org.apache.flink.streaming.api.datastream.DataStream;
import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment;
import org.apache.flink.streaming.connectors.elasticsearch.RequestIndexer;
import org.apache.flink.streaming.connectors.elasticsearch6.ElasticsearchSink;
import org.apache.flink.util.Collector;

import org.apache.http.HttpHost;
import org.elasticsearch.action.index.IndexRequest;
import org.elasticsearch.action.update.UpdateRequest;
import org.elasticsearch.client.Requests;

import java.util.ArrayList;
import java.util.HashMap;
import java.util.List;
import java.util.Map;

/**
 * End to end test for Elasticsearch6Sink.
 */
public class Elasticsearch6SinkExample {

    public static void main(String[] args) throws Exception {

        final ParameterTool parameterTool = ParameterTool.fromArgs(args);

        if (parameterTool.getNumberOfParameters() < 3) {
            System.out.println(
                    "Missing parameters!\n" + "Usage: --numRecords <numRecords> --index <index> --type <type>");
            return;
        }

        final StreamExecutionEnvironment env = StreamExecutionEnvironment.getExecutionEnvironment();
        env.getConfig().disableSysoutLogging();
        env.enableCheckpointing(5000);

        DataStream<Tuple2<String, String>> source = env.generateSequence(0, parameterTool.getInt("numRecords") - 1)
                .flatMap(new FlatMapFunction<Long, Tuple2<String, String>>() {
                    @Override
                    public void flatMap(Long value, Collector<Tuple2<String, String>> out) {
                        final String key = String.valueOf(value);
                        final String message = "message #" + value;
                        out.collect(Tuple2.of(key, message + "update #1"));
                        out.collect(Tuple2.of(key, message + "update #2"));
                    }
                });

        List<HttpHost> httpHosts = new ArrayList<>();
        httpHosts.add(new HttpHost("127.0.0.1", 9200, "http"));

        ElasticsearchSink.Builder<Tuple2<String, String>> esSinkBuilder = new ElasticsearchSink.Builder<>(httpHosts,
                (Tuple2<String, String> element, RuntimeContext ctx, RequestIndexer indexer) -> {
                    indexer.add(createIndexRequest(element.f1, parameterTool));
                    indexer.add(createUpdateRequest(element, parameterTool));
                });

        // this instructs the sink to emit after every element, otherwise they would be buffered
        esSinkBuilder.setBulkFlushMaxActions(1);

        source.addSink(esSinkBuilder.build());

        env.execute("Elasticsearch 6.x end to end sink test example");
    }

    private static IndexRequest createIndexRequest(String element, ParameterTool parameterTool) {
        Map<String, Object> json = new HashMap<>();
        json.put("data", element);

        return Requests.indexRequest().index(parameterTool.getRequired("index"))
                .type(parameterTool.getRequired("type")).id(element).source(json);
    }

    private static UpdateRequest createUpdateRequest(Tuple2<String, String> element, ParameterTool parameterTool) {
        Map<String, Object> json = new HashMap<>();
        json.put("data", element.f1);

        return new UpdateRequest(parameterTool.getRequired("index"), parameterTool.getRequired("type"), element.f0)
                .doc(json).upsert(json);
    }
}