parquet-column/src/test/java/parquet/io/PerfTest.java

/**
 * Copyright 2012 Twitter, Inc.
 *
 * Licensed 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 parquet.io;

import static parquet.example.Paper.r1;
import static parquet.example.Paper.r2;
import static parquet.example.Paper.schema;
import static parquet.example.Paper.schema2;
import static parquet.example.Paper.schema3;

import java.util.logging.Level;

import parquet.Log;
import parquet.column.impl.ColumnWriteStoreImpl;
import parquet.column.page.mem.MemPageStore;
import parquet.example.DummyRecordConverter;
import parquet.example.data.GroupWriter;
import parquet.io.api.RecordMaterializer;
import parquet.schema.MessageType;


/**
 * make sure {@link Log#LEVEL} is set to {@link Level#OFF}
 *
 * run with -verbose:gc -Xmx2g -Xms2g
 * There should be no gc logs in between <<<>>>
 *
 * @author Julien Le Dem
 *
 */
public class PerfTest {

  public static void main(String[] args) {
    MemPageStore memPageStore = new MemPageStore();
    write(memPageStore);
    read(memPageStore);
  }

  private static void read(MemPageStore memPageStore) {
//    readDynamic(memPageStore, schema, "read all");
    readDynamic(memPageStore, schema, "read all");
//    readCompiled(memPageStore, schema, "read all");
    readCompiled(memPageStore, schema, "read all");
    readDynamic(memPageStore, schema2, "read projected");
//    readCompiled(memPageStore, schema2, "read projected");
    readCompiled(memPageStore, schema2, "read projected");
    readDynamic(memPageStore, schema3, "read projected no Strings");
//    readCompiled(memPageStore, schema3, "read projected no Strings");
    readCompiled(memPageStore, schema3, "read projected no Strings");
  }

  static void readDynamic(MemPageStore memPageStore, MessageType schema, String message) {
    read(memPageStore, schema, message, false);
  }
  static void readCompiled(MemPageStore memPageStore, MessageType schema, String message) {
    read(memPageStore, schema, message, true);
  }
  private static void read(MemPageStore memPageStore, MessageType myschema,
      String message, boolean compiled) {
    MessageColumnIO columnIO = newColumnFactory(myschema);

    System.out.println(message + (compiled ? " compiled" : ""));
    RecordMaterializer<Object> recordConsumer = new DummyRecordConverter(myschema);

    RecordReader<Object> recordReader = columnIO.getRecordReader(memPageStore, recordConsumer);
    if (compiled) {
      recordReader = new RecordReaderCompiler().compile((RecordReaderImplementation<Object>)recordReader);
    }

    read(recordReader, 2, myschema);
    read(recordReader, 10000, myschema);
    read(recordReader, 10000, myschema);
    read(recordReader, 10000, myschema);
    read(recordReader, 10000, myschema);
    read(recordReader, 10000, myschema);
    read(recordReader, 100000, myschema);
    read(recordReader, 1000000, myschema);
    System.out.println();
  }


  private static void write(MemPageStore memPageStore) {
    ColumnWriteStoreImpl columns = new ColumnWriteStoreImpl(memPageStore, 50*1024*1024, 50*1024*1024, false);
    MessageColumnIO columnIO = newColumnFactory(schema);

    GroupWriter groupWriter = new GroupWriter(columnIO.getRecordWriter(columns), schema);
    groupWriter.write(r1);
    groupWriter.write(r2);

    write(groupWriter, 10000);
    write(groupWriter, 10000);
    write(groupWriter, 10000);
    write(groupWriter, 10000);
    write(groupWriter, 10000);
    write(groupWriter, 100000);
    write(groupWriter, 1000000);
    columns.flush();
    System.out.println();
    System.out.println(columns.memSize()+" bytes used total");
    System.out.println("max col size: "+columns.maxColMemSize()+" bytes");
  }

  private static MessageColumnIO newColumnFactory(MessageType schema) {
    return new ColumnIOFactory().getColumnIO(schema);
  }
  private static void read(RecordReader<Object> recordReader, int count, MessageType schema) {
    Object[] records = new Object[count];
    System.gc();
    System.out.print("no gc <");
    long t0 = System.currentTimeMillis();
    for (int i = 0; i < records.length; i++) {
      records[i] = recordReader.read();
    }
    long t1 = System.currentTimeMillis();
    System.out.print("> ");
    long t = t1-t0;
    float err = (float)100 * 2 / t; // (+/- 1 ms)
    System.out.printf("                                            read %,9d recs in %,5d ms at %,9d rec/s err: %3.2f%%\n", count , t, t == 0 ? 0 : count * 1000 / t, err);
    if (!records[0].equals("end()")) {
      throw new RuntimeException(""+records[0]);
    }
  }

  private static void write(GroupWriter groupWriter, int count) {
    long t0 = System.currentTimeMillis();
    for (int i = 0; i < count; i++) {
      groupWriter.write(r1);
    }
    long t1 = System.currentTimeMillis();
    long t = t1-t0;
    System.out.printf("written %,9d recs in %,5d ms at %,9d rec/s\n", count, t, t == 0 ? 0 : count * 1000 / t );
  }

}