001/*
002 * Licensed to the Apache Software Foundation (ASF) under one
003 * or more contributor license agreements.  See the NOTICE file
004 * distributed with this work for additional information
005 * regarding copyright ownership.  The ASF licenses this file
006 * to you under the Apache License, Version 2.0 (the
007 * "License"); you may not use this file except in compliance
008 * with the License.  You may obtain a copy of the License at
009 *
010 *     http://www.apache.org/licenses/LICENSE-2.0
011 *
012 * Unless required by applicable law or agreed to in writing, software
013 * distributed under the License is distributed on an "AS IS" BASIS,
014 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
015 * See the License for the specific language governing permissions and
016 * limitations under the License.
017 */
018package org.apache.hadoop.hbase.regionserver;
019
020import java.io.IOException;
021import java.util.ArrayList;
022import java.util.List;
023import java.util.Random;
024import org.apache.hadoop.conf.Configuration;
025import org.apache.hadoop.fs.Path;
026import org.apache.hadoop.hbase.ExtendedCell;
027import org.apache.hadoop.hbase.HBaseTestingUtil;
028import org.apache.hadoop.hbase.HConstants;
029import org.apache.hadoop.hbase.KeyValue;
030import org.apache.hadoop.hbase.KeyValueUtil;
031import org.apache.hadoop.hbase.io.encoding.DataBlockEncoding;
032import org.apache.hadoop.hbase.io.hfile.CacheConfig;
033import org.apache.hadoop.hbase.io.hfile.LruBlockCache;
034
035/**
036 * Test seek performance for encoded data blocks. Read an HFile and do several random seeks.
037 */
038public class EncodedSeekPerformanceTest {
039  private static final double NANOSEC_IN_SEC = 1000.0 * 1000.0 * 1000.0;
040  private static final double BYTES_IN_MEGABYTES = 1024.0 * 1024.0;
041  /** Default number of seeks which will be used in benchmark. */
042  public static int DEFAULT_NUMBER_OF_SEEKS = 10000;
043
044  private final HBaseTestingUtil testingUtility = new HBaseTestingUtil();
045  private Configuration configuration = testingUtility.getConfiguration();
046  private CacheConfig cacheConf = new CacheConfig(configuration);
047  private Random randomizer;
048  private int numberOfSeeks;
049
050  /** Use this benchmark with default options */
051  public EncodedSeekPerformanceTest() {
052    configuration.setFloat(HConstants.HFILE_BLOCK_CACHE_SIZE_KEY, 0.5f);
053    randomizer = new Random(42L);
054    numberOfSeeks = DEFAULT_NUMBER_OF_SEEKS;
055  }
056
057  private List<ExtendedCell> prepareListOfTestSeeks(Path path) throws IOException {
058    List<ExtendedCell> allKeyValues = new ArrayList<>();
059
060    // read all of the key values
061    StoreFileInfo storeFileInfo = StoreFileInfo.createStoreFileInfoForHFile(configuration,
062      testingUtility.getTestFileSystem(), path, true);
063    HStoreFile storeFile = new HStoreFile(storeFileInfo, BloomType.NONE, cacheConf);
064    storeFile.initReader();
065    StoreFileReader reader = storeFile.getReader();
066    StoreFileScanner scanner = reader.getStoreFileScanner(true, false, false, 0, 0, false);
067    ExtendedCell current;
068
069    scanner.seek(KeyValue.LOWESTKEY);
070    while (null != (current = scanner.next())) {
071      allKeyValues.add(current);
072    }
073
074    storeFile.closeStoreFile(cacheConf.shouldEvictOnClose());
075
076    // pick seeks by random
077    List<ExtendedCell> seeks = new ArrayList<>();
078    for (int i = 0; i < numberOfSeeks; ++i) {
079      ExtendedCell keyValue = allKeyValues.get(randomizer.nextInt(allKeyValues.size()));
080      seeks.add(keyValue);
081    }
082
083    clearBlockCache();
084
085    return seeks;
086  }
087
088  private void runTest(Path path, DataBlockEncoding blockEncoding, List<ExtendedCell> seeks)
089    throws IOException {
090    // read all of the key values
091    StoreFileInfo storeFileInfo = StoreFileInfo.createStoreFileInfoForHFile(configuration,
092      testingUtility.getTestFileSystem(), path, true);
093    HStoreFile storeFile = new HStoreFile(storeFileInfo, BloomType.NONE, cacheConf);
094    storeFile.initReader();
095    long totalSize = 0;
096
097    StoreFileReader reader = storeFile.getReader();
098    StoreFileScanner scanner = reader.getStoreFileScanner(true, false, false, 0, 0, false);
099
100    long startReadingTime = System.nanoTime();
101    ExtendedCell current;
102    scanner.seek(KeyValue.LOWESTKEY);
103    while (null != (current = scanner.next())) { // just iterate it!
104      if (KeyValueUtil.ensureKeyValue(current).getLength() < 0) {
105        throw new IOException("Negative KV size: " + current);
106      }
107      totalSize += KeyValueUtil.ensureKeyValue(current).getLength();
108    }
109    long finishReadingTime = System.nanoTime();
110
111    // do seeks
112    long startSeeksTime = System.nanoTime();
113    for (ExtendedCell keyValue : seeks) {
114      scanner.seek(keyValue);
115      ExtendedCell toVerify = scanner.next();
116      if (!keyValue.equals(toVerify)) {
117        System.out
118          .println(String.format("KeyValue doesn't match:\n" + "Orig key: %s\n" + "Ret key:  %s",
119            KeyValueUtil.ensureKeyValue(keyValue).getKeyString(),
120            KeyValueUtil.ensureKeyValue(toVerify).getKeyString()));
121        break;
122      }
123    }
124    long finishSeeksTime = System.nanoTime();
125    if (finishSeeksTime < startSeeksTime) {
126      throw new AssertionError(
127        "Finish time " + finishSeeksTime + " is earlier than start time " + startSeeksTime);
128    }
129
130    // write some stats
131    double readInMbPerSec =
132      (totalSize * NANOSEC_IN_SEC) / (BYTES_IN_MEGABYTES * (finishReadingTime - startReadingTime));
133    double seeksPerSec = (seeks.size() * NANOSEC_IN_SEC) / (finishSeeksTime - startSeeksTime);
134
135    storeFile.closeStoreFile(cacheConf.shouldEvictOnClose());
136    clearBlockCache();
137
138    System.out.println(blockEncoding);
139    System.out.printf("  Read speed:       %8.2f (MB/s)\n", readInMbPerSec);
140    System.out.printf("  Seeks per second: %8.2f (#/s)\n", seeksPerSec);
141    System.out.printf("  Total KV size:    %d\n", totalSize);
142  }
143
144  /**
145   * @param path      Path to the HFile which will be used.
146   * @param encodings the data block encoding algorithms to use
147   * @throws IOException if there is a bug while reading from disk
148   */
149  public void runTests(Path path, DataBlockEncoding[] encodings) throws IOException {
150    List<ExtendedCell> seeks = prepareListOfTestSeeks(path);
151
152    for (DataBlockEncoding blockEncoding : encodings) {
153      runTest(path, blockEncoding, seeks);
154    }
155  }
156
157  /**
158   * Command line interface:
159   * @param args Takes one argument - file size.
160   * @throws IOException if there is a bug while reading from disk
161   */
162  public static void main(final String[] args) throws IOException {
163    if (args.length < 1) {
164      printUsage();
165      System.exit(-1);
166    }
167
168    Path path = new Path(args[0]);
169
170    // TODO, this test doesn't work as expected any more. Need to fix.
171    EncodedSeekPerformanceTest utility = new EncodedSeekPerformanceTest();
172    utility.runTests(path, DataBlockEncoding.values());
173
174    System.exit(0);
175  }
176
177  private static void printUsage() {
178    System.out.println("Usage: one argument, name of the HFile");
179  }
180
181  private void clearBlockCache() {
182    ((LruBlockCache) cacheConf.getBlockCache().get()).clearCache();
183  }
184}