org.apache.hudi.examples.java.HoodieJavaWriteClientExample Maven / Gradle / Ivy

Go to download
/*
 * 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.hudi.examples.java;

import org.apache.hudi.client.HoodieJavaWriteClient;
import org.apache.hudi.client.common.HoodieJavaEngineContext;
import org.apache.hudi.common.model.HoodieAvroPayload;
import org.apache.hudi.common.model.HoodieAvroRecord;
import org.apache.hudi.common.model.HoodieKey;
import org.apache.hudi.common.model.HoodieRecord;
import org.apache.hudi.common.model.HoodieTableType;
import org.apache.hudi.common.table.HoodieTableMetaClient;
import org.apache.hudi.config.HoodieArchivalConfig;
import org.apache.hudi.config.HoodieIndexConfig;
import org.apache.hudi.config.HoodieWriteConfig;
import org.apache.hudi.examples.common.HoodieExampleDataGenerator;
import org.apache.hudi.hadoop.fs.HadoopFSUtils;
import org.apache.hudi.index.HoodieIndex;
import org.apache.hudi.storage.StorageConfiguration;

import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.FileSystem;
import org.apache.hadoop.fs.Path;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;

import java.util.ArrayList;
import java.util.List;
import java.util.stream.Collectors;

/**
 * Simple examples of #{@link HoodieJavaWriteClient}.
 *
 * Usage: HoodieJavaWriteClientExample  
 *  and  describe root path of hudi and table name
 * for example, `HoodieJavaWriteClientExample file:///tmp/hoodie/sample-table hoodie_rt`
 */
public class HoodieJavaWriteClientExample {

  private static final Logger LOG = LoggerFactory.getLogger(HoodieJavaWriteClientExample.class);

  private static String tableType = HoodieTableType.COPY_ON_WRITE.name();

  public static void main(String[] args) throws Exception {
    if (args.length < 2) {
      System.err.println("Usage: HoodieJavaWriteClientExample  ");
      System.exit(1);
    }
    String tablePath = args[0];
    String tableName = args[1];

    // Generator of some records to be loaded in.
    HoodieExampleDataGenerator dataGen = new HoodieExampleDataGenerator<>();

    StorageConfiguration storageConf = HadoopFSUtils.getStorageConf(new Configuration());
    // initialize the table, if not done already
    Path path = new Path(tablePath);
    FileSystem fs = HadoopFSUtils.getFs(tablePath, storageConf);
    if (!fs.exists(path)) {
      HoodieTableMetaClient.withPropertyBuilder()
        .setTableType(tableType)
        .setTableName(tableName)
          .setPayloadClassName(HoodieAvroPayload.class.getName())
          .initTable(storageConf, tablePath);
    }

    // Create the write client to write some records in
    HoodieWriteConfig cfg = HoodieWriteConfig.newBuilder().withPath(tablePath)
        .withSchema(HoodieExampleDataGenerator.TRIP_EXAMPLE_SCHEMA).withParallelism(2, 2)
        .withDeleteParallelism(2).forTable(tableName)
        .withIndexConfig(HoodieIndexConfig.newBuilder().withIndexType(HoodieIndex.IndexType.INMEMORY).build())
        .withArchivalConfig(HoodieArchivalConfig.newBuilder().archiveCommitsWith(20, 30).build()).build();

    try (HoodieJavaWriteClient client =
             new HoodieJavaWriteClient<>(new HoodieJavaEngineContext(storageConf), cfg)) {

      // inserts
      String newCommitTime = client.startCommit();
      LOG.info("Starting commit " + newCommitTime);

      List> records = dataGen.generateInserts(newCommitTime, 10);
      List> recordsSoFar = new ArrayList<>(records);
      List> writeRecords =
          recordsSoFar.stream().map(r -> new HoodieAvroRecord(r)).collect(Collectors.toList());
      client.insert(writeRecords, newCommitTime);

      // updates
      newCommitTime = client.startCommit();
      LOG.info("Starting commit " + newCommitTime);
      List> toBeUpdated = dataGen.generateUpdates(newCommitTime, 2);
      records.addAll(toBeUpdated);
      recordsSoFar.addAll(toBeUpdated);
      writeRecords =
          recordsSoFar.stream().map(r -> new HoodieAvroRecord(r)).collect(Collectors.toList());
      client.upsert(writeRecords, newCommitTime);

      // Delete
      newCommitTime = client.startCommit();
      LOG.info("Starting commit " + newCommitTime);
      // just delete half of the records
      int numToDelete = recordsSoFar.size() / 2;
      List toBeDeleted =
          recordsSoFar.stream().map(HoodieRecord::getKey).limit(numToDelete).collect(Collectors.toList());
      client.delete(toBeDeleted, newCommitTime);
    }
  }
}