org.apache.hudi.func.CopyOnWriteLazyInsertIterable Maven / Gradle / Ivy

Show more of this group Show more artifacts with this name
Show all versions of hudi-spark-bundle Show documentation
The newest version!
/*
 * 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.func;

import java.util.ArrayList;
import java.util.Iterator;
import java.util.List;
import java.util.function.Function;
import org.apache.avro.Schema;
import org.apache.avro.generic.IndexedRecord;
import org.apache.hudi.WriteStatus;
import org.apache.hudi.common.model.HoodieRecord;
import org.apache.hudi.common.model.HoodieRecordPayload;
import org.apache.hudi.common.util.Option;
import org.apache.hudi.common.util.queue.BoundedInMemoryExecutor;
import org.apache.hudi.common.util.queue.BoundedInMemoryQueueConsumer;
import org.apache.hudi.config.HoodieWriteConfig;
import org.apache.hudi.exception.HoodieException;
import org.apache.hudi.io.HoodieCreateHandle;
import org.apache.hudi.io.HoodieWriteHandle;
import org.apache.hudi.table.HoodieTable;

/**
 * Lazy Iterable, that writes a stream of HoodieRecords sorted by the partitionPath, into new files.
 */
public class CopyOnWriteLazyInsertIterable
    extends LazyIterableIterator, List> {

  protected final HoodieWriteConfig hoodieConfig;
  protected final String commitTime;
  protected final HoodieTable hoodieTable;
  protected final String idPrefix;
  protected int numFilesWritten;

  public CopyOnWriteLazyInsertIterable(Iterator> sortedRecordItr, HoodieWriteConfig config,
      String commitTime, HoodieTable hoodieTable, String idPrefix) {
    super(sortedRecordItr);
    this.hoodieConfig = config;
    this.commitTime = commitTime;
    this.hoodieTable = hoodieTable;
    this.idPrefix = idPrefix;
    this.numFilesWritten = 0;
  }

  // Used for caching HoodieRecord along with insertValue. We need this to offload computation work to buffering thread.
  static class HoodieInsertValueGenResult {
    public T record;
    public Option insertValue;
    // It caches the exception seen while fetching insert value.
    public Option exception = Option.empty();

    public HoodieInsertValueGenResult(T record, Schema schema) {
      this.record = record;
      try {
        this.insertValue = record.getData().getInsertValue(schema);
      } catch (Exception e) {
        this.exception = Option.of(e);
      }
    }
  }

  /**
   * Transformer function to help transform a HoodieRecord. This transformer is used by BufferedIterator to offload some
   * expensive operations of transformation to the reader thread.
   */
  static  Function, HoodieInsertValueGenResult> getTransformFunction(
      Schema schema) {
    return hoodieRecord -> new HoodieInsertValueGenResult(hoodieRecord, schema);
  }

  @Override
  protected void start() {}

  @Override
  protected List computeNext() {
    // Executor service used for launching writer thread.
    BoundedInMemoryExecutor, HoodieInsertValueGenResult, List> bufferedIteratorExecutor =
        null;
    try {
      final Schema schema = new Schema.Parser().parse(hoodieConfig.getSchema());
      bufferedIteratorExecutor =
          new SparkBoundedInMemoryExecutor<>(hoodieConfig, inputItr, getInsertHandler(), getTransformFunction(schema));
      final List result = bufferedIteratorExecutor.execute();
      assert result != null && !result.isEmpty() && !bufferedIteratorExecutor.isRemaining();
      return result;
    } catch (Exception e) {
      throw new HoodieException(e);
    } finally {
      if (null != bufferedIteratorExecutor) {
        bufferedIteratorExecutor.shutdownNow();
      }
    }
  }

  @Override
  protected void end() {}

  protected String getNextFileId(String idPfx) {
    return String.format("%s-%d", idPfx, numFilesWritten++);
  }

  protected CopyOnWriteInsertHandler getInsertHandler() {
    return new CopyOnWriteInsertHandler();
  }

  /**
   * Consumes stream of hoodie records from in-memory queue and writes to one or more create-handles
   */
  protected class CopyOnWriteInsertHandler
      extends BoundedInMemoryQueueConsumer, List> {

    protected final List statuses = new ArrayList<>();
    protected HoodieWriteHandle handle;

    @Override
    protected void consumeOneRecord(HoodieInsertValueGenResult payload) {
      final HoodieRecord insertPayload = payload.record;
      // lazily initialize the handle, for the first time
      if (handle == null) {
        handle = new HoodieCreateHandle(hoodieConfig, commitTime, hoodieTable, insertPayload.getPartitionPath(),
            getNextFileId(idPrefix));
      }

      if (handle.canWrite(payload.record)) {
        // write the payload, if the handle has capacity
        handle.write(insertPayload, payload.insertValue, payload.exception);
      } else {
        // handle is full.
        statuses.add(handle.close());
        // Need to handle the rejected payload & open new handle
        handle = new HoodieCreateHandle(hoodieConfig, commitTime, hoodieTable, insertPayload.getPartitionPath(),
            getNextFileId(idPrefix));
        handle.write(insertPayload, payload.insertValue, payload.exception); // we should be able to write 1 payload.
      }
    }

    @Override
    protected void finish() {
      if (handle != null) {
        statuses.add(handle.close());
      }
      handle = null;
      assert statuses.size() > 0;
    }

    @Override
    protected List getResult() {
      return statuses;
    }
  }
}