/*
 * 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.hadoop.hbase.io.hfile;

import static org.apache.hadoop.hbase.HConstants.BUCKET_CACHE_IOENGINE_KEY;
import static org.apache.hadoop.hbase.HConstants.BUCKET_CACHE_SIZE_KEY;
import static org.apache.hadoop.hbase.io.ByteBuffAllocator.BUFFER_SIZE_KEY;
import static org.apache.hadoop.hbase.io.ByteBuffAllocator.MAX_BUFFER_COUNT_KEY;
import static org.apache.hadoop.hbase.io.ByteBuffAllocator.MIN_ALLOCATE_SIZE_KEY;
import static org.apache.hadoop.hbase.io.hfile.BlockCacheFactory.BLOCKCACHE_POLICY_KEY;
import static org.apache.hadoop.hbase.io.hfile.CacheConfig.EVICT_BLOCKS_ON_CLOSE_KEY;
import static org.junit.Assert.assertEquals;
import static org.junit.Assert.assertFalse;
import static org.junit.Assert.assertNull;
import static org.junit.Assert.assertTrue;
import static org.junit.Assert.fail;

import java.io.DataInput;
import java.io.DataOutput;
import java.io.IOException;
import java.nio.ByteBuffer;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.List;
import java.util.Objects;
import java.util.Random;
import java.util.concurrent.ThreadLocalRandom;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.FSDataInputStream;
import org.apache.hadoop.fs.FSDataOutputStream;
import org.apache.hadoop.fs.FileStatus;
import org.apache.hadoop.fs.FileSystem;
import org.apache.hadoop.fs.Path;
import org.apache.hadoop.hbase.ArrayBackedTag;
import org.apache.hadoop.hbase.ByteBufferKeyValue;
import org.apache.hadoop.hbase.Cell;
import org.apache.hadoop.hbase.CellBuilderType;
import org.apache.hadoop.hbase.CellComparatorImpl;
import org.apache.hadoop.hbase.CellUtil;
import org.apache.hadoop.hbase.ExtendedCell;
import org.apache.hadoop.hbase.ExtendedCellBuilder;
import org.apache.hadoop.hbase.ExtendedCellBuilderFactory;
import org.apache.hadoop.hbase.HBaseClassTestRule;
import org.apache.hadoop.hbase.HBaseCommonTestingUtil;
import org.apache.hadoop.hbase.HBaseConfiguration;
import org.apache.hadoop.hbase.HBaseTestingUtil;
import org.apache.hadoop.hbase.HConstants;
import org.apache.hadoop.hbase.KeyValue;
import org.apache.hadoop.hbase.KeyValue.Type;
import org.apache.hadoop.hbase.KeyValueUtil;
import org.apache.hadoop.hbase.MetaCellComparator;
import org.apache.hadoop.hbase.PrivateCellUtil;
import org.apache.hadoop.hbase.Tag;
import org.apache.hadoop.hbase.io.ByteBuffAllocator;
import org.apache.hadoop.hbase.io.compress.Compression;
import org.apache.hadoop.hbase.io.encoding.DataBlockEncoder;
import org.apache.hadoop.hbase.io.encoding.DataBlockEncoding;
import org.apache.hadoop.hbase.io.encoding.IndexBlockEncoding;
import org.apache.hadoop.hbase.io.hfile.HFile.Reader;
import org.apache.hadoop.hbase.io.hfile.HFile.Writer;
import org.apache.hadoop.hbase.io.hfile.ReaderContext.ReaderType;
import org.apache.hadoop.hbase.monitoring.ThreadLocalServerSideScanMetrics;
import org.apache.hadoop.hbase.nio.ByteBuff;
import org.apache.hadoop.hbase.regionserver.StoreFileWriter;
import org.apache.hadoop.hbase.testclassification.IOTests;
import org.apache.hadoop.hbase.testclassification.SmallTests;
import org.apache.hadoop.hbase.util.ByteBufferUtils;
import org.apache.hadoop.hbase.util.Bytes;
import org.apache.hadoop.io.Writable;
import org.junit.Assert;
import org.junit.BeforeClass;
import org.junit.ClassRule;
import org.junit.Rule;
import org.junit.Test;
import org.junit.experimental.categories.Category;
import org.junit.rules.TestName;
import org.mockito.Mockito;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;

/**
 * test hfile features.
 */
@Category({ IOTests.class, SmallTests.class })
public class TestHFile {

  @ClassRule
  public static final HBaseClassTestRule CLASS_RULE = HBaseClassTestRule.forClass(TestHFile.class);

  @Rule
  public TestName testName = new TestName();

  private static final Logger LOG = LoggerFactory.getLogger(TestHFile.class);
  private static final int NUM_VALID_KEY_TYPES = KeyValue.Type.values().length - 2;
  private static final HBaseTestingUtil TEST_UTIL = new HBaseTestingUtil();
  private static String ROOT_DIR = TEST_UTIL.getDataTestDir("TestHFile").toString();
  private final int minBlockSize = 512;
  private static String localFormatter = "%010d";
  private static CacheConfig cacheConf;
  private static Configuration conf;
  private static FileSystem fs;

  @BeforeClass
  public static void setUp() throws Exception {
    conf = TEST_UTIL.getConfiguration();
    cacheConf = new CacheConfig(conf);
    fs = TEST_UTIL.getTestFileSystem();
  }

  public static Reader createReaderFromStream(ReaderContext context, CacheConfig cacheConf,
    Configuration conf) throws IOException {
    HFileInfo fileInfo = new HFileInfo(context, conf);
    Reader preadReader = HFile.createReader(context, fileInfo, cacheConf, conf);
    fileInfo.initMetaAndIndex(preadReader);
    preadReader.close();
    context = new ReaderContextBuilder()
      .withFileSystemAndPath(context.getFileSystem(), context.getFilePath())
      .withReaderType(ReaderType.STREAM).build();
    Reader streamReader = HFile.createReader(context, fileInfo, cacheConf, conf);
    return streamReader;
  }

  private ByteBuffAllocator initAllocator(boolean reservoirEnabled, int bufSize, int bufCount,
    int minAllocSize) {
    Configuration that = HBaseConfiguration.create(conf);
    that.setInt(BUFFER_SIZE_KEY, bufSize);
    that.setInt(MAX_BUFFER_COUNT_KEY, bufCount);
    // All ByteBuffers will be allocated from the buffers.
    that.setInt(MIN_ALLOCATE_SIZE_KEY, minAllocSize);
    return ByteBuffAllocator.create(that, reservoirEnabled);
  }

  private void fillByteBuffAllocator(ByteBuffAllocator alloc, int bufCount) {
    // Fill the allocator with bufCount ByteBuffer
    List<ByteBuff> buffs = new ArrayList<>();
    for (int i = 0; i < bufCount; i++) {
      buffs.add(alloc.allocateOneBuffer());
      Assert.assertEquals(alloc.getFreeBufferCount(), 0);
    }
    buffs.forEach(ByteBuff::release);
    Assert.assertEquals(alloc.getFreeBufferCount(), bufCount);
  }

  @Test
  public void testReaderWithoutBlockCache() throws Exception {
    int bufCount = 32;
    // AllByteBuffers will be allocated from the buffers.
    ByteBuffAllocator alloc = initAllocator(true, 64 * 1024, bufCount, 0);
    fillByteBuffAllocator(alloc, bufCount);
    // start write to store file.
    Path path = writeStoreFile();
    readStoreFile(path, conf, alloc);
    Assert.assertEquals(bufCount, alloc.getFreeBufferCount());
    alloc.clean();
  }

  /**
   * Test case for HBASE-22127 in LruBlockCache.
   */
  @Test
  public void testReaderWithLRUBlockCache() throws Exception {
    int bufCount = 1024, blockSize = 64 * 1024;
    ByteBuffAllocator alloc = initAllocator(true, bufCount, blockSize, 0);
    fillByteBuffAllocator(alloc, bufCount);
    Path storeFilePath = writeStoreFile();
    // Open the file reader with LRUBlockCache
    BlockCache lru = new LruBlockCache(1024 * 1024 * 32, blockSize, true, conf);
    CacheConfig cacheConfig = new CacheConfig(conf, null, lru, alloc);
    HFile.Reader reader = HFile.createReader(fs, storeFilePath, cacheConfig, true, conf);
    long offset = 0;
    while (offset < reader.getTrailer().getLoadOnOpenDataOffset()) {
      BlockCacheKey key = new BlockCacheKey(storeFilePath.getName(), offset);
      HFileBlock block = reader.readBlock(offset, -1, true, true, false, true, null, null);
      offset += block.getOnDiskSizeWithHeader();
      // Ensure the block is an heap one.
      Cacheable cachedBlock = lru.getBlock(key, false, false, true);
      Assert.assertNotNull(cachedBlock);
      Assert.assertTrue(cachedBlock instanceof HFileBlock);
      Assert.assertFalse(((HFileBlock) cachedBlock).isSharedMem());
      // Should never allocate off-heap block from allocator because ensure that it's LRU.
      Assert.assertEquals(bufCount, alloc.getFreeBufferCount());
      block.release(); // return back the ByteBuffer back to allocator.
    }
    reader.close();
    Assert.assertEquals(bufCount, alloc.getFreeBufferCount());
    alloc.clean();
    lru.shutdown();
  }

  private void assertBytesReadFromCache(boolean isScanMetricsEnabled) throws Exception {
    assertBytesReadFromCache(isScanMetricsEnabled, DataBlockEncoding.NONE);
  }

  private void assertBytesReadFromCache(boolean isScanMetricsEnabled, DataBlockEncoding encoding)
    throws Exception {
    // Write a store file
    Path storeFilePath = writeStoreFile();

    // Initialize the block cache and HFile reader
    BlockCache lru = BlockCacheFactory.createBlockCache(conf);
    Assert.assertTrue(lru instanceof LruBlockCache);
    CacheConfig cacheConfig = new CacheConfig(conf, null, lru, ByteBuffAllocator.HEAP);
    HFileReaderImpl reader =
      (HFileReaderImpl) HFile.createReader(fs, storeFilePath, cacheConfig, true, conf);

    // Read the first block in HFile from the block cache.
    final int offset = 0;
    BlockCacheKey cacheKey = new BlockCacheKey(storeFilePath.getName(), offset);
    HFileBlock block = (HFileBlock) lru.getBlock(cacheKey, false, false, true);
    Assert.assertNull(block);

    // Assert that first block has not been cached in the block cache and no disk I/O happened to
    // check that.
    ThreadLocalServerSideScanMetrics.getBytesReadFromBlockCacheAndReset();
    ThreadLocalServerSideScanMetrics.getBytesReadFromFsAndReset();
    block = reader.getCachedBlock(cacheKey, false, false, true, BlockType.DATA, null);
    Assert.assertEquals(0, ThreadLocalServerSideScanMetrics.getBytesReadFromBlockCacheAndReset());
    Assert.assertEquals(0, ThreadLocalServerSideScanMetrics.getBytesReadFromFsAndReset());

    // Read the first block from the HFile.
    block = reader.readBlock(offset, -1, true, true, false, true, BlockType.DATA, null);
    Assert.assertNotNull(block);
    int bytesReadFromFs = block.getOnDiskSizeWithHeader();
    if (block.getNextBlockOnDiskSize() > 0) {
      bytesReadFromFs += block.headerSize();
    }
    block.release();
    // Assert that disk I/O happened to read the first block.
    Assert.assertEquals(isScanMetricsEnabled ? bytesReadFromFs : 0,
      ThreadLocalServerSideScanMetrics.getBytesReadFromFsAndReset());
    Assert.assertEquals(0, ThreadLocalServerSideScanMetrics.getBytesReadFromBlockCacheAndReset());

    // Read the first block again and assert that it has been cached in the block cache.
    block = reader.getCachedBlock(cacheKey, false, false, true, BlockType.DATA, encoding);
    long bytesReadFromCache = 0;
    if (encoding == DataBlockEncoding.NONE) {
      Assert.assertNotNull(block);
      bytesReadFromCache = block.getOnDiskSizeWithHeader();
      if (block.getNextBlockOnDiskSize() > 0) {
        bytesReadFromCache += block.headerSize();
      }
      block.release();
      // Assert that bytes read from block cache account for same number of bytes that would have
      // been read from FS if block cache wasn't there.
      Assert.assertEquals(bytesReadFromFs, bytesReadFromCache);
    } else {
      Assert.assertNull(block);
    }
    Assert.assertEquals(isScanMetricsEnabled ? bytesReadFromCache : 0,
      ThreadLocalServerSideScanMetrics.getBytesReadFromBlockCacheAndReset());
    Assert.assertEquals(0, ThreadLocalServerSideScanMetrics.getBytesReadFromFsAndReset());

    reader.close();
  }

  @Test
  public void testBytesReadFromCache() throws Exception {
    ThreadLocalServerSideScanMetrics.setScanMetricsEnabled(true);
    assertBytesReadFromCache(true);
  }

  @Test
  public void testBytesReadFromCacheWithScanMetricsDisabled() throws Exception {
    ThreadLocalServerSideScanMetrics.setScanMetricsEnabled(false);
    assertBytesReadFromCache(false);
  }

  @Test
  public void testBytesReadFromCacheWithInvalidDataEncoding() throws Exception {
    ThreadLocalServerSideScanMetrics.setScanMetricsEnabled(true);
    assertBytesReadFromCache(true, DataBlockEncoding.FAST_DIFF);
  }

  private BlockCache initCombinedBlockCache(final String l1CachePolicy) {
    Configuration that = HBaseConfiguration.create(conf);
    that.setFloat(BUCKET_CACHE_SIZE_KEY, 32); // 32MB for bucket cache.
    that.set(BUCKET_CACHE_IOENGINE_KEY, "offheap");
    that.set(BLOCKCACHE_POLICY_KEY, l1CachePolicy);
    BlockCache bc = BlockCacheFactory.createBlockCache(that);
    Assert.assertNotNull(bc);
    Assert.assertTrue(bc instanceof CombinedBlockCache);
    return bc;
  }

  /**
   * Test case for HBASE-22127 in CombinedBlockCache
   */
  @Test
  public void testReaderWithCombinedBlockCache() throws Exception {
    int bufCount = 1024, blockSize = 64 * 1024;
    ByteBuffAllocator alloc = initAllocator(true, bufCount, blockSize, 0);
    fillByteBuffAllocator(alloc, bufCount);
    Path storeFilePath = writeStoreFile();
    // Open the file reader with CombinedBlockCache
    BlockCache combined = initCombinedBlockCache("LRU");
    conf.setBoolean(EVICT_BLOCKS_ON_CLOSE_KEY, true);
    CacheConfig cacheConfig = new CacheConfig(conf, null, combined, alloc);
    HFile.Reader reader = HFile.createReader(fs, storeFilePath, cacheConfig, true, conf);
    long offset = 0;
    while (offset < reader.getTrailer().getLoadOnOpenDataOffset()) {
      BlockCacheKey key = new BlockCacheKey(storeFilePath.getName(), offset);
      HFileBlock block = reader.readBlock(offset, -1, true, true, false, true, null, null);
      offset += block.getOnDiskSizeWithHeader();
      // Read the cached block.
      Cacheable cachedBlock = combined.getBlock(key, false, false, true);
      try {
        Assert.assertNotNull(cachedBlock);
        Assert.assertTrue(cachedBlock instanceof HFileBlock);
        HFileBlock hfb = (HFileBlock) cachedBlock;
        // Data block will be cached in BucketCache, so it should be an off-heap block.
        if (hfb.getBlockType().isData()) {
          Assert.assertTrue(hfb.isSharedMem());
        } else {
          // Non-data block will be cached in LRUBlockCache, so it must be an on-heap block.
          Assert.assertFalse(hfb.isSharedMem());
        }
      } finally {
        cachedBlock.release();
      }
      block.release(); // return back the ByteBuffer back to allocator.
    }
    reader.close();
    combined.shutdown();
    Assert.assertEquals(bufCount, alloc.getFreeBufferCount());
    alloc.clean();
  }

  /**
   * Tests that we properly allocate from the off-heap or on-heap when LRUCache is configured. In
   * this case, the determining factor is whether we end up caching the block or not. So the below
   * test cases try different permutations of enabling/disabling via CacheConfig and via user
   * request (cacheblocks), along with different expected block types.
   */
  @Test
  public void testReaderBlockAllocationWithLRUCache() throws IOException {
    // false because caching is fully enabled
    testReaderBlockAllocationWithLRUCache(true, true, null, false);
    // false because we only look at cache config when expectedBlockType is non-null
    testReaderBlockAllocationWithLRUCache(false, true, null, false);
    // false because cacheBlock is true and even with cache config is disabled, we still cache
    // important blocks like indexes
    testReaderBlockAllocationWithLRUCache(false, true, BlockType.INTERMEDIATE_INDEX, false);
    // true because since it's a DATA block, we honor the cache config
    testReaderBlockAllocationWithLRUCache(false, true, BlockType.DATA, true);
    // true for the following 2 because cacheBlock takes precedence over cache config
    testReaderBlockAllocationWithLRUCache(true, false, null, true);
    testReaderBlockAllocationWithLRUCache(true, false, BlockType.INTERMEDIATE_INDEX, false);
    // false for the following 3 because both cache config and cacheBlock are false.
    // per above, INDEX would supersede cache config, but not cacheBlock
    testReaderBlockAllocationWithLRUCache(false, false, null, true);
    testReaderBlockAllocationWithLRUCache(false, false, BlockType.INTERMEDIATE_INDEX, true);
    testReaderBlockAllocationWithLRUCache(false, false, BlockType.DATA, true);
  }

  private void testReaderBlockAllocationWithLRUCache(boolean cacheConfigCacheBlockOnRead,
    boolean cacheBlock, BlockType blockType, boolean expectSharedMem) throws IOException {
    int bufCount = 1024, blockSize = 64 * 1024;
    ByteBuffAllocator alloc = initAllocator(true, blockSize, bufCount, 0);
    fillByteBuffAllocator(alloc, bufCount);
    Path storeFilePath = writeStoreFile();
    Configuration myConf = new Configuration(conf);

    myConf.setBoolean(CacheConfig.CACHE_DATA_ON_READ_KEY, cacheConfigCacheBlockOnRead);
    // Open the file reader with LRUBlockCache
    BlockCache lru = new LruBlockCache(1024 * 1024 * 32, blockSize, true, myConf);
    CacheConfig cacheConfig = new CacheConfig(myConf, null, lru, alloc);
    HFile.Reader reader = HFile.createReader(fs, storeFilePath, cacheConfig, true, myConf);
    long offset = 0;
    while (offset < reader.getTrailer().getLoadOnOpenDataOffset()) {
      long read = readAtOffsetWithAllocationAsserts(alloc, reader, offset, cacheBlock, blockType,
        expectSharedMem);
      if (read < 0) {
        break;
      }

      offset += read;
    }

    reader.close();
    Assert.assertEquals(bufCount, alloc.getFreeBufferCount());
    alloc.clean();
    lru.shutdown();
  }

  /**
   * Tests that we properly allocate from the off-heap or on-heap when CombinedCache is configured.
   * In this case, we should always use off-heap unless the block is an INDEX (which always goes to
   * L1 cache which is on-heap)
   */
  @Test
  public void testReaderBlockAllocationWithCombinedCache() throws IOException {
    // true because caching is fully enabled and block type null
    testReaderBlockAllocationWithCombinedCache(true, true, null, true);
    // false because caching is fully enabled, index block type always goes to on-heap L1
    testReaderBlockAllocationWithCombinedCache(true, true, BlockType.INTERMEDIATE_INDEX, false);
    // true because cacheBlocks takes precedence over cache config which block type is null
    testReaderBlockAllocationWithCombinedCache(false, true, null, true);
    // false because caching is enabled and block type is index, which always goes to L1
    testReaderBlockAllocationWithCombinedCache(false, true, BlockType.INTERMEDIATE_INDEX, false);
    // true because since it's a DATA block, we honor the cache config
    testReaderBlockAllocationWithCombinedCache(false, true, BlockType.DATA, true);
    // true for the following 2 because cacheBlock takes precedence over cache config
    // with caching disabled, we always go to off-heap
    testReaderBlockAllocationWithCombinedCache(true, false, null, true);
    testReaderBlockAllocationWithCombinedCache(true, false, BlockType.INTERMEDIATE_INDEX, false);
    // true for the following 3, because with caching disabled we always go to off-heap
    testReaderBlockAllocationWithCombinedCache(false, false, null, true);
    testReaderBlockAllocationWithCombinedCache(false, false, BlockType.INTERMEDIATE_INDEX, true);
    testReaderBlockAllocationWithCombinedCache(false, false, BlockType.DATA, true);
  }

  private void testReaderBlockAllocationWithCombinedCache(boolean cacheConfigCacheBlockOnRead,
    boolean cacheBlock, BlockType blockType, boolean expectSharedMem) throws IOException {
    int bufCount = 1024, blockSize = 64 * 1024;
    ByteBuffAllocator alloc = initAllocator(true, blockSize, bufCount, 0);
    fillByteBuffAllocator(alloc, bufCount);
    Path storeFilePath = writeStoreFile();
    // Open the file reader with CombinedBlockCache
    BlockCache combined = initCombinedBlockCache("LRU");
    Configuration myConf = new Configuration(conf);

    myConf.setBoolean(CacheConfig.CACHE_DATA_ON_READ_KEY, cacheConfigCacheBlockOnRead);
    myConf.setBoolean(EVICT_BLOCKS_ON_CLOSE_KEY, true);

    CacheConfig cacheConfig = new CacheConfig(myConf, null, combined, alloc);
    HFile.Reader reader = HFile.createReader(fs, storeFilePath, cacheConfig, true, myConf);
    long offset = 0;
    while (offset < reader.getTrailer().getLoadOnOpenDataOffset()) {
      long read = readAtOffsetWithAllocationAsserts(alloc, reader, offset, cacheBlock, blockType,
        expectSharedMem);
      if (read < 0) {
        break;
      }

      offset += read;
    }

    reader.close();
    combined.shutdown();
    Assert.assertEquals(bufCount, alloc.getFreeBufferCount());
    alloc.clean();
  }

  private long readAtOffsetWithAllocationAsserts(ByteBuffAllocator alloc, HFile.Reader reader,
    long offset, boolean cacheBlock, BlockType blockType, boolean expectSharedMem)
    throws IOException {
    HFileBlock block;
    try {
      block = reader.readBlock(offset, -1, cacheBlock, true, false, true, blockType, null);
    } catch (IOException e) {
      if (e.getMessage().contains("Expected block type")) {
        return -1;
      }
      throw e;
    }

    Assert.assertEquals(expectSharedMem, block.isSharedMem());

    if (expectSharedMem) {
      Assert.assertTrue(alloc.getFreeBufferCount() < alloc.getTotalBufferCount());
    } else {
      // Should never allocate off-heap block from allocator because ensure that it's LRU.
      Assert.assertEquals(alloc.getTotalBufferCount(), alloc.getFreeBufferCount());
    }

    try {
      return block.getOnDiskSizeWithHeader();
    } finally {
      block.release(); // return back the ByteBuffer back to allocator.
    }
  }

  private void readStoreFile(Path storeFilePath, Configuration conf, ByteBuffAllocator alloc)
    throws Exception {
    // Open the file reader with block cache disabled.
    CacheConfig cache = new CacheConfig(conf, null, null, alloc);
    HFile.Reader reader = HFile.createReader(fs, storeFilePath, cache, true, conf);
    long offset = 0;
    while (offset < reader.getTrailer().getLoadOnOpenDataOffset()) {
      HFileBlock block = reader.readBlock(offset, -1, false, true, false, true, null, null);
      offset += block.getOnDiskSizeWithHeader();
      block.release(); // return back the ByteBuffer back to allocator.
    }
    reader.close();
  }

  private Path writeStoreFile() throws IOException {
    Path storeFileParentDir = new Path(TEST_UTIL.getDataTestDir(), "TestHFile");
    HFileContext meta = new HFileContextBuilder().withBlockSize(64 * 1024).build();
    StoreFileWriter sfw = new StoreFileWriter.Builder(conf, fs).withOutputDir(storeFileParentDir)
      .withFileContext(meta).build();
    final int rowLen = 32;
    Random rand = ThreadLocalRandom.current();
    for (int i = 0; i < 1000; ++i) {
      byte[] k = RandomKeyValueUtil.randomOrderedKey(rand, i);
      byte[] v = RandomKeyValueUtil.randomValue(rand);
      int cfLen = rand.nextInt(k.length - rowLen + 1);
      KeyValue kv = new KeyValue(k, 0, rowLen, k, rowLen, cfLen, k, rowLen + cfLen,
        k.length - rowLen - cfLen, rand.nextLong(), generateKeyType(rand), v, 0, v.length);
      sfw.append(kv);
    }

    sfw.close();
    return sfw.getPath();
  }

  public static KeyValue.Type generateKeyType(Random rand) {
    if (rand.nextBoolean()) {
      // Let's make half of KVs puts.
      return KeyValue.Type.Put;
    } else {
      KeyValue.Type keyType = KeyValue.Type.values()[1 + rand.nextInt(NUM_VALID_KEY_TYPES)];
      if (keyType == KeyValue.Type.Minimum || keyType == KeyValue.Type.Maximum) {
        throw new RuntimeException("Generated an invalid key type: " + keyType + ". "
          + "Probably the layout of KeyValue.Type has changed.");
      }
      return keyType;
    }
  }

  /**
   * Test empty HFile. Test all features work reasonably when hfile is empty of entries.
   */
  @Test
  public void testEmptyHFile() throws IOException {
    Path f = new Path(ROOT_DIR, testName.getMethodName());
    HFileContext context = new HFileContextBuilder().withIncludesTags(false).build();
    Writer w =
      HFile.getWriterFactory(conf, cacheConf).withPath(fs, f).withFileContext(context).create();
    w.close();
    Reader r = HFile.createReader(fs, f, cacheConf, true, conf);
    assertFalse(r.getFirstKey().isPresent());
    assertFalse(r.getLastKey().isPresent());
  }

  /**
   * Create 0-length hfile and show that it fails
   */
  @Test
  public void testCorrupt0LengthHFile() throws IOException {
    Path f = new Path(ROOT_DIR, testName.getMethodName());
    FSDataOutputStream fsos = fs.create(f);
    fsos.close();

    try {
      Reader r = HFile.createReader(fs, f, cacheConf, true, conf);
    } catch (CorruptHFileException | IllegalArgumentException che) {
      // Expected failure
      return;
    }
    fail("Should have thrown exception");
  }

  @Test
  public void testCorruptOutOfOrderHFileWrite() throws IOException {
    Path path = new Path(ROOT_DIR, testName.getMethodName());
    FSDataOutputStream mockedOutputStream = Mockito.mock(FSDataOutputStream.class);
    String columnFamily = "MyColumnFamily";
    String tableName = "MyTableName";
    HFileContext fileContext =
      new HFileContextBuilder().withHFileName(testName.getMethodName() + "HFile")
        .withBlockSize(minBlockSize).withColumnFamily(Bytes.toBytes(columnFamily))
        .withTableName(Bytes.toBytes(tableName)).withHBaseCheckSum(false)
        .withCompression(Compression.Algorithm.NONE).withCompressTags(false).build();
    HFileWriterImpl writer =
      new HFileWriterImpl(conf, cacheConf, path, mockedOutputStream, fileContext);
    ExtendedCellBuilder cellBuilder =
      ExtendedCellBuilderFactory.create(CellBuilderType.SHALLOW_COPY);
    byte[] row = Bytes.toBytes("foo");
    byte[] qualifier = Bytes.toBytes("qualifier");
    byte[] cf = Bytes.toBytes(columnFamily);
    byte[] val = Bytes.toBytes("fooVal");
    long firstTS = 100L;
    long secondTS = 101L;
    ExtendedCell firstCell = cellBuilder.setRow(row).setValue(val).setTimestamp(firstTS)
      .setQualifier(qualifier).setFamily(cf).setType(Cell.Type.Put).build();
    ExtendedCell secondCell = cellBuilder.setRow(row).setValue(val).setTimestamp(secondTS)
      .setQualifier(qualifier).setFamily(cf).setType(Cell.Type.Put).build();
    // second Cell will sort "higher" than the first because later timestamps should come first
    writer.append(firstCell);
    try {
      writer.append(secondCell);
    } catch (IOException ie) {
      String message = ie.getMessage();
      Assert.assertTrue(message.contains("not lexically larger"));
      Assert.assertTrue(message.contains(tableName));
      Assert.assertTrue(message.contains(columnFamily));
      return;
    }
    Assert.fail("Exception wasn't thrown even though Cells were appended in the wrong order!");
  }

  public static void truncateFile(FileSystem fs, Path src, Path dst) throws IOException {
    FileStatus fst = fs.getFileStatus(src);
    long len = fst.getLen();
    len = len / 2;

    // create a truncated hfile
    FSDataOutputStream fdos = fs.create(dst);
    byte[] buf = new byte[(int) len];
    FSDataInputStream fdis = fs.open(src);
    fdis.read(buf);
    fdos.write(buf);
    fdis.close();
    fdos.close();
  }

  /**
   * Create a truncated hfile and verify that exception thrown.
   */
  @Test
  public void testCorruptTruncatedHFile() throws IOException {
    Path f = new Path(ROOT_DIR, testName.getMethodName());
    HFileContext context = new HFileContextBuilder().build();
    Writer w = HFile.getWriterFactory(conf, cacheConf).withPath(this.fs, f).withFileContext(context)
      .create();
    writeSomeRecords(w, 0, 100, false);
    w.close();

    Path trunc = new Path(f.getParent(), "trucated");
    truncateFile(fs, w.getPath(), trunc);

    try {
      HFile.createReader(fs, trunc, cacheConf, true, conf);
    } catch (CorruptHFileException | IllegalArgumentException che) {
      // Expected failure
      return;
    }
    fail("Should have thrown exception");
  }

  // write some records into the hfile
  // write them twice
  private int writeSomeRecords(Writer writer, int start, int n, boolean useTags)
    throws IOException {
    String value = "value";
    KeyValue kv;
    for (int i = start; i < (start + n); i++) {
      String key = String.format(localFormatter, Integer.valueOf(i));
      if (useTags) {
        Tag t = new ArrayBackedTag((byte) 1, "myTag1");
        Tag[] tags = new Tag[1];
        tags[0] = t;
        kv = new KeyValue(Bytes.toBytes(key), Bytes.toBytes("family"), Bytes.toBytes("qual"),
          HConstants.LATEST_TIMESTAMP, Bytes.toBytes(value + key), tags);
        writer.append(kv);
      } else {
        kv = new KeyValue(Bytes.toBytes(key), Bytes.toBytes("family"), Bytes.toBytes("qual"),
          Bytes.toBytes(value + key));
        writer.append(kv);
      }
    }
    return (start + n);
  }

  private void readAllRecords(HFileScanner scanner) throws IOException {
    readAndCheckbytes(scanner, 0, 100);
  }

  // read the records and check
  private int readAndCheckbytes(HFileScanner scanner, int start, int n) throws IOException {
    String value = "value";
    int i = start;
    for (; i < (start + n); i++) {
      ByteBuffer key = ByteBuffer.wrap(((KeyValue) scanner.getKey()).getKey());
      ByteBuffer val = scanner.getValue();
      String keyStr = String.format(localFormatter, Integer.valueOf(i));
      String valStr = value + keyStr;
      KeyValue kv = new KeyValue(Bytes.toBytes(keyStr), Bytes.toBytes("family"),
        Bytes.toBytes("qual"), Bytes.toBytes(valStr));
      byte[] keyBytes =
        new KeyValue.KeyOnlyKeyValue(Bytes.toBytes(key), 0, Bytes.toBytes(key).length).getKey();
      assertTrue("bytes for keys do not match " + keyStr + " " + Bytes.toString(Bytes.toBytes(key)),
        Arrays.equals(kv.getKey(), keyBytes));
      byte[] valBytes = Bytes.toBytes(val);
      assertTrue("bytes for vals do not match " + valStr + " " + Bytes.toString(valBytes),
        Arrays.equals(Bytes.toBytes(valStr), valBytes));
      if (!scanner.next()) {
        break;
      }
    }
    assertEquals(i, start + n - 1);
    return (start + n);
  }

  private byte[] getSomeKey(int rowId) {
    KeyValue kv = new KeyValue(Bytes.toBytes(String.format(localFormatter, Integer.valueOf(rowId))),
      Bytes.toBytes("family"), Bytes.toBytes("qual"), HConstants.LATEST_TIMESTAMP, Type.Put);
    return kv.getKey();
  }

  private void writeRecords(Writer writer, boolean useTags) throws IOException {
    writeSomeRecords(writer, 0, 100, useTags);
    writer.close();
  }

  private FSDataOutputStream createFSOutput(Path name) throws IOException {
    // if (fs.exists(name)) fs.delete(name, true);
    FSDataOutputStream fout = fs.create(name);
    return fout;
  }

  /**
   * test none codecs
   */
  void basicWithSomeCodec(String codec, boolean useTags) throws IOException {
    if (useTags) {
      conf.setInt("hfile.format.version", 3);
    }
    Path ncHFile = new Path(ROOT_DIR, "basic.hfile." + codec.toString() + useTags);
    FSDataOutputStream fout = createFSOutput(ncHFile);
    HFileContext meta = new HFileContextBuilder().withBlockSize(minBlockSize)
      .withCompression(HFileWriterImpl.compressionByName(codec)).build();
    Writer writer =
      HFile.getWriterFactory(conf, cacheConf).withOutputStream(fout).withFileContext(meta).create();
    LOG.info(Objects.toString(writer));
    writeRecords(writer, useTags);
    fout.close();
    FSDataInputStream fin = fs.open(ncHFile);
    ReaderContext context = new ReaderContextBuilder().withFileSystemAndPath(fs, ncHFile).build();
    Reader reader = createReaderFromStream(context, cacheConf, conf);
    System.out.println(cacheConf.toString());
    // Load up the index.
    // Get a scanner that caches and that does not use pread.
    HFileScanner scanner = reader.getScanner(conf, true, false);
    // Align scanner at start of the file.
    scanner.seekTo();
    readAllRecords(scanner);
    int seekTo = scanner.seekTo(KeyValueUtil.createKeyValueFromKey(getSomeKey(50)));
    System.out.println(seekTo);
    assertTrue("location lookup failed",
      scanner.seekTo(KeyValueUtil.createKeyValueFromKey(getSomeKey(50))) == 0);
    // read the key and see if it matches
    ByteBuffer readKey = ByteBuffer.wrap(((KeyValue) scanner.getKey()).getKey());
    assertTrue("seeked key does not match", Arrays.equals(getSomeKey(50), Bytes.toBytes(readKey)));

    scanner.seekTo(KeyValueUtil.createKeyValueFromKey(getSomeKey(0)));
    ByteBuffer val1 = scanner.getValue();
    scanner.seekTo(KeyValueUtil.createKeyValueFromKey(getSomeKey(0)));
    ByteBuffer val2 = scanner.getValue();
    assertTrue(Arrays.equals(Bytes.toBytes(val1), Bytes.toBytes(val2)));

    reader.close();
    fin.close();
    fs.delete(ncHFile, true);
  }

  @Test
  public void testTFileFeatures() throws IOException {
    testHFilefeaturesInternals(false);
    testHFilefeaturesInternals(true);
  }

  protected void testHFilefeaturesInternals(boolean useTags) throws IOException {
    basicWithSomeCodec("none", useTags);
    basicWithSomeCodec("gz", useTags);
  }

  private void writeNumMetablocks(Writer writer, int n) {
    for (int i = 0; i < n; i++) {
      writer.appendMetaBlock("HFileMeta" + i, new Writable() {
        private int val;

        public Writable setVal(int val) {
          this.val = val;
          return this;
        }

        @Override
        public void write(DataOutput out) throws IOException {
          out.write(Bytes.toBytes("something to test" + val));
        }

        @Override
        public void readFields(DataInput in) throws IOException {
        }
      }.setVal(i));
    }
  }

  private void someTestingWithMetaBlock(Writer writer) {
    writeNumMetablocks(writer, 10);
  }

  private void readNumMetablocks(Reader reader, int n) throws IOException {
    for (int i = 0; i < n; i++) {
      ByteBuff actual = reader.getMetaBlock("HFileMeta" + i, false).getBufferWithoutHeader();
      ByteBuffer expected = ByteBuffer.wrap(Bytes.toBytes("something to test" + i));
      assertEquals("failed to match metadata", Bytes.toStringBinary(expected), Bytes.toStringBinary(
        actual.array(), actual.arrayOffset() + actual.position(), actual.capacity()));
    }
  }

  private void someReadingWithMetaBlock(Reader reader) throws IOException {
    readNumMetablocks(reader, 10);
  }

  private void metablocks(final String compress) throws Exception {
    Path mFile = new Path(ROOT_DIR, "meta.hfile");
    FSDataOutputStream fout = createFSOutput(mFile);
    HFileContext meta =
      new HFileContextBuilder().withCompression(HFileWriterImpl.compressionByName(compress))
        .withBlockSize(minBlockSize).build();
    Writer writer =
      HFile.getWriterFactory(conf, cacheConf).withOutputStream(fout).withFileContext(meta).create();
    someTestingWithMetaBlock(writer);
    writer.close();
    fout.close();
    ReaderContext context = new ReaderContextBuilder().withFileSystemAndPath(fs, mFile).build();
    Reader reader = createReaderFromStream(context, cacheConf, conf);
    // No data -- this should return false.
    assertFalse(reader.getScanner(conf, false, false).seekTo());
    someReadingWithMetaBlock(reader);
    fs.delete(mFile, true);
    reader.close();
  }

  // test meta blocks for hfiles
  @Test
  public void testMetaBlocks() throws Exception {
    metablocks("none");
    metablocks("gz");
  }

  @Test
  public void testNullMetaBlocks() throws Exception {
    for (Compression.Algorithm compressAlgo : HBaseCommonTestingUtil.COMPRESSION_ALGORITHMS) {
      Path mFile = new Path(ROOT_DIR, "nometa_" + compressAlgo + ".hfile");
      FSDataOutputStream fout = createFSOutput(mFile);
      HFileContext meta =
        new HFileContextBuilder().withCompression(compressAlgo).withBlockSize(minBlockSize).build();
      Writer writer = HFile.getWriterFactory(conf, cacheConf).withOutputStream(fout)
        .withFileContext(meta).create();
      KeyValue kv =
        new KeyValue(Bytes.toBytes("foo"), Bytes.toBytes("f1"), null, Bytes.toBytes("value"));
      writer.append(kv);
      writer.close();
      fout.close();
      Reader reader = HFile.createReader(fs, mFile, cacheConf, true, conf);
      assertNull(reader.getMetaBlock("non-existant", false));
    }
  }

  /**
   * Make sure the ordinals for our compression algorithms do not change on us.
   */
  @Test
  public void testCompressionOrdinance() {
    assertTrue(Compression.Algorithm.LZO.ordinal() == 0);
    assertTrue(Compression.Algorithm.GZ.ordinal() == 1);
    assertTrue(Compression.Algorithm.NONE.ordinal() == 2);
    assertTrue(Compression.Algorithm.SNAPPY.ordinal() == 3);
    assertTrue(Compression.Algorithm.LZ4.ordinal() == 4);
  }

  @Test
  public void testShortMidpointSameQual() {
    ExtendedCell left =
      ExtendedCellBuilderFactory.create(CellBuilderType.DEEP_COPY).setRow(Bytes.toBytes("a"))
        .setFamily(Bytes.toBytes("a")).setQualifier(Bytes.toBytes("a")).setTimestamp(11)
        .setType(Type.Maximum.getCode()).setValue(HConstants.EMPTY_BYTE_ARRAY).build();
    ExtendedCell right =
      ExtendedCellBuilderFactory.create(CellBuilderType.DEEP_COPY).setRow(Bytes.toBytes("a"))
        .setFamily(Bytes.toBytes("a")).setQualifier(Bytes.toBytes("a")).setTimestamp(9)
        .setType(Type.Maximum.getCode()).setValue(HConstants.EMPTY_BYTE_ARRAY).build();
    ExtendedCell mid = HFileWriterImpl.getMidpoint(CellComparatorImpl.COMPARATOR, left, right);
    assertTrue(
      PrivateCellUtil.compareKeyIgnoresMvcc(CellComparatorImpl.COMPARATOR, left, mid) <= 0);
    assertTrue(
      PrivateCellUtil.compareKeyIgnoresMvcc(CellComparatorImpl.COMPARATOR, mid, right) == 0);
  }

  private ExtendedCell getCell(byte[] row, byte[] family, byte[] qualifier) {
    return ExtendedCellBuilderFactory.create(CellBuilderType.DEEP_COPY).setRow(row)
      .setFamily(family).setQualifier(qualifier).setTimestamp(HConstants.LATEST_TIMESTAMP)
      .setType(KeyValue.Type.Maximum.getCode()).setValue(HConstants.EMPTY_BYTE_ARRAY).build();
  }

  @Test
  public void testGetShortMidpoint() {
    ExtendedCell left = getCell(Bytes.toBytes("a"), Bytes.toBytes("a"), Bytes.toBytes("a"));
    ExtendedCell right = getCell(Bytes.toBytes("a"), Bytes.toBytes("a"), Bytes.toBytes("a"));
    ExtendedCell mid = HFileWriterImpl.getMidpoint(CellComparatorImpl.COMPARATOR, left, right);
    assertTrue(
      PrivateCellUtil.compareKeyIgnoresMvcc(CellComparatorImpl.COMPARATOR, left, mid) <= 0);
    assertTrue(
      PrivateCellUtil.compareKeyIgnoresMvcc(CellComparatorImpl.COMPARATOR, mid, right) <= 0);
    left = getCell(Bytes.toBytes("a"), Bytes.toBytes("a"), Bytes.toBytes("a"));
    right = getCell(Bytes.toBytes("b"), Bytes.toBytes("a"), Bytes.toBytes("a"));
    mid = HFileWriterImpl.getMidpoint(CellComparatorImpl.COMPARATOR, left, right);
    assertTrue(PrivateCellUtil.compareKeyIgnoresMvcc(CellComparatorImpl.COMPARATOR, left, mid) < 0);
    assertTrue(
      PrivateCellUtil.compareKeyIgnoresMvcc(CellComparatorImpl.COMPARATOR, mid, right) <= 0);
    left = getCell(Bytes.toBytes("g"), Bytes.toBytes("a"), Bytes.toBytes("a"));
    right = getCell(Bytes.toBytes("i"), Bytes.toBytes("a"), Bytes.toBytes("a"));
    mid = HFileWriterImpl.getMidpoint(CellComparatorImpl.COMPARATOR, left, right);
    assertTrue(PrivateCellUtil.compareKeyIgnoresMvcc(CellComparatorImpl.COMPARATOR, left, mid) < 0);
    assertTrue(
      PrivateCellUtil.compareKeyIgnoresMvcc(CellComparatorImpl.COMPARATOR, mid, right) <= 0);
    left = getCell(Bytes.toBytes("a"), Bytes.toBytes("a"), Bytes.toBytes("a"));
    right = getCell(Bytes.toBytes("bbbbbbb"), Bytes.toBytes("a"), Bytes.toBytes("a"));
    mid = HFileWriterImpl.getMidpoint(CellComparatorImpl.COMPARATOR, left, right);
    assertTrue(PrivateCellUtil.compareKeyIgnoresMvcc(CellComparatorImpl.COMPARATOR, left, mid) < 0);
    assertTrue(
      PrivateCellUtil.compareKeyIgnoresMvcc(CellComparatorImpl.COMPARATOR, mid, right) < 0);
    assertEquals(1, mid.getRowLength());
    left = getCell(Bytes.toBytes("a"), Bytes.toBytes("a"), Bytes.toBytes("a"));
    right = getCell(Bytes.toBytes("b"), Bytes.toBytes("a"), Bytes.toBytes("a"));
    mid = HFileWriterImpl.getMidpoint(CellComparatorImpl.COMPARATOR, left, right);
    assertTrue(PrivateCellUtil.compareKeyIgnoresMvcc(CellComparatorImpl.COMPARATOR, left, mid) < 0);
    assertTrue(
      PrivateCellUtil.compareKeyIgnoresMvcc(CellComparatorImpl.COMPARATOR, mid, right) <= 0);
    left = getCell(Bytes.toBytes("a"), Bytes.toBytes("a"), Bytes.toBytes("a"));
    right = getCell(Bytes.toBytes("a"), Bytes.toBytes("aaaaaaaa"), Bytes.toBytes("b"));
    mid = HFileWriterImpl.getMidpoint(CellComparatorImpl.COMPARATOR, left, right);
    assertTrue(PrivateCellUtil.compareKeyIgnoresMvcc(CellComparatorImpl.COMPARATOR, left, mid) < 0);
    assertTrue(
      PrivateCellUtil.compareKeyIgnoresMvcc(CellComparatorImpl.COMPARATOR, mid, right) < 0);
    assertEquals(2, mid.getFamilyLength());
    left = getCell(Bytes.toBytes("a"), Bytes.toBytes("a"), Bytes.toBytes("a"));
    right = getCell(Bytes.toBytes("a"), Bytes.toBytes("a"), Bytes.toBytes("aaaaaaaaa"));
    mid = HFileWriterImpl.getMidpoint(CellComparatorImpl.COMPARATOR, left, right);
    assertTrue(PrivateCellUtil.compareKeyIgnoresMvcc(CellComparatorImpl.COMPARATOR, left, mid) < 0);
    assertTrue(
      PrivateCellUtil.compareKeyIgnoresMvcc(CellComparatorImpl.COMPARATOR, mid, right) < 0);
    assertEquals(2, mid.getQualifierLength());
    left = getCell(Bytes.toBytes("a"), Bytes.toBytes("a"), Bytes.toBytes("a"));
    right = getCell(Bytes.toBytes("a"), Bytes.toBytes("a"), Bytes.toBytes("b"));
    mid = HFileWriterImpl.getMidpoint(CellComparatorImpl.COMPARATOR, left, right);
    assertTrue(PrivateCellUtil.compareKeyIgnoresMvcc(CellComparatorImpl.COMPARATOR, left, mid) < 0);
    assertTrue(
      PrivateCellUtil.compareKeyIgnoresMvcc(CellComparatorImpl.COMPARATOR, mid, right) <= 0);
    assertEquals(1, mid.getQualifierLength());

    // Verify boundary conditions
    left = getCell(Bytes.toBytes("a"), Bytes.toBytes("a"), new byte[] { 0x00, (byte) 0xFE });
    right = getCell(Bytes.toBytes("a"), Bytes.toBytes("a"), new byte[] { 0x00, (byte) 0xFF });
    mid = HFileWriterImpl.getMidpoint(CellComparatorImpl.COMPARATOR, left, right);
    assertTrue(PrivateCellUtil.compareKeyIgnoresMvcc(CellComparatorImpl.COMPARATOR, left, mid) < 0);
    assertTrue(
      PrivateCellUtil.compareKeyIgnoresMvcc(CellComparatorImpl.COMPARATOR, mid, right) == 0);
    left = getCell(Bytes.toBytes("a"), Bytes.toBytes("a"), new byte[] { 0x00, 0x12 });
    right = getCell(Bytes.toBytes("a"), Bytes.toBytes("a"), new byte[] { 0x00, 0x12, 0x00 });
    mid = HFileWriterImpl.getMidpoint(CellComparatorImpl.COMPARATOR, left, right);
    assertTrue(PrivateCellUtil.compareKeyIgnoresMvcc(CellComparatorImpl.COMPARATOR, left, mid) < 0);
    assertTrue(
      PrivateCellUtil.compareKeyIgnoresMvcc(CellComparatorImpl.COMPARATOR, mid, right) == 0);

    // Assert that if meta comparator, it returns the right cell -- i.e. no
    // optimization done.
    left = getCell(Bytes.toBytes("g"), Bytes.toBytes("a"), Bytes.toBytes("a"));
    right = getCell(Bytes.toBytes("i"), Bytes.toBytes("a"), Bytes.toBytes("a"));
    mid = HFileWriterImpl.getMidpoint(MetaCellComparator.META_COMPARATOR, left, right);
    assertTrue(PrivateCellUtil.compareKeyIgnoresMvcc(CellComparatorImpl.COMPARATOR, left, mid) < 0);
    assertTrue(
      PrivateCellUtil.compareKeyIgnoresMvcc(CellComparatorImpl.COMPARATOR, mid, right) == 0);
    byte[] family = Bytes.toBytes("family");
    byte[] qualA = Bytes.toBytes("qfA");
    byte[] qualB = Bytes.toBytes("qfB");
    final CellComparatorImpl keyComparator = CellComparatorImpl.COMPARATOR;
    // verify that faked shorter rowkey could be generated
    long ts = 5;
    KeyValue kv1 = new KeyValue(Bytes.toBytes("the quick brown fox"), family, qualA, ts, Type.Put);
    KeyValue kv2 = new KeyValue(Bytes.toBytes("the who test text"), family, qualA, ts, Type.Put);
    ExtendedCell newKey = HFileWriterImpl.getMidpoint(keyComparator, kv1, kv2);
    assertTrue(keyComparator.compare(kv1, newKey) < 0);
    assertTrue((keyComparator.compare(kv2, newKey)) > 0);
    byte[] expectedArray = Bytes.toBytes("the r");
    Bytes.equals(newKey.getRowArray(), newKey.getRowOffset(), newKey.getRowLength(), expectedArray,
      0, expectedArray.length);

    // verify: same with "row + family + qualifier", return rightKey directly
    kv1 = new KeyValue(Bytes.toBytes("ilovehbase"), family, qualA, 5, Type.Put);
    kv2 = new KeyValue(Bytes.toBytes("ilovehbase"), family, qualA, 0, Type.Put);
    assertTrue(keyComparator.compare(kv1, kv2) < 0);
    newKey = HFileWriterImpl.getMidpoint(keyComparator, kv1, kv2);
    assertTrue(keyComparator.compare(kv1, newKey) < 0);
    assertTrue((keyComparator.compare(kv2, newKey)) == 0);
    kv1 = new KeyValue(Bytes.toBytes("ilovehbase"), family, qualA, -5, Type.Put);
    kv2 = new KeyValue(Bytes.toBytes("ilovehbase"), family, qualA, -10, Type.Put);
    assertTrue(keyComparator.compare(kv1, kv2) < 0);
    newKey = HFileWriterImpl.getMidpoint(keyComparator, kv1, kv2);
    assertTrue(keyComparator.compare(kv1, newKey) < 0);
    assertTrue((keyComparator.compare(kv2, newKey)) == 0);

    // verify: same with row, different with qualifier
    kv1 = new KeyValue(Bytes.toBytes("ilovehbase"), family, qualA, 5, Type.Put);
    kv2 = new KeyValue(Bytes.toBytes("ilovehbase"), family, qualB, 5, Type.Put);
    assertTrue(keyComparator.compare(kv1, kv2) < 0);
    newKey = HFileWriterImpl.getMidpoint(keyComparator, kv1, kv2);
    assertTrue(keyComparator.compare(kv1, newKey) < 0);
    assertTrue((keyComparator.compare(kv2, newKey)) > 0);
    assertTrue(Arrays.equals(CellUtil.cloneFamily(newKey), family));
    assertTrue(Arrays.equals(CellUtil.cloneQualifier(newKey), qualB));
    assertTrue(newKey.getTimestamp() == HConstants.LATEST_TIMESTAMP);
    assertTrue(newKey.getTypeByte() == Type.Maximum.getCode());

    // verify metaKeyComparator's getShortMidpointKey output
    final CellComparatorImpl metaKeyComparator = MetaCellComparator.META_COMPARATOR;
    kv1 = new KeyValue(Bytes.toBytes("ilovehbase123"), family, qualA, 5, Type.Put);
    kv2 = new KeyValue(Bytes.toBytes("ilovehbase234"), family, qualA, 0, Type.Put);
    newKey = HFileWriterImpl.getMidpoint(metaKeyComparator, kv1, kv2);
    assertTrue(metaKeyComparator.compare(kv1, newKey) < 0);
    assertTrue((metaKeyComparator.compare(kv2, newKey) == 0));

    // verify common fix scenario
    kv1 = new KeyValue(Bytes.toBytes("ilovehbase"), family, qualA, ts, Type.Put);
    kv2 = new KeyValue(Bytes.toBytes("ilovehbaseandhdfs"), family, qualA, ts, Type.Put);
    assertTrue(keyComparator.compare(kv1, kv2) < 0);
    newKey = HFileWriterImpl.getMidpoint(keyComparator, kv1, kv2);
    assertTrue(keyComparator.compare(kv1, newKey) < 0);
    assertTrue((keyComparator.compare(kv2, newKey)) > 0);
    expectedArray = Bytes.toBytes("ilovehbasea");
    Bytes.equals(newKey.getRowArray(), newKey.getRowOffset(), newKey.getRowLength(), expectedArray,
      0, expectedArray.length);
    // verify only 1 offset scenario
    kv1 = new KeyValue(Bytes.toBytes("100abcdefg"), family, qualA, ts, Type.Put);
    kv2 = new KeyValue(Bytes.toBytes("101abcdefg"), family, qualA, ts, Type.Put);
    assertTrue(keyComparator.compare(kv1, kv2) < 0);
    newKey = HFileWriterImpl.getMidpoint(keyComparator, kv1, kv2);
    assertTrue(keyComparator.compare(kv1, newKey) < 0);
    assertTrue((keyComparator.compare(kv2, newKey)) > 0);
    expectedArray = Bytes.toBytes("101");
    Bytes.equals(newKey.getRowArray(), newKey.getRowOffset(), newKey.getRowLength(), expectedArray,
      0, expectedArray.length);
  }

  @Test
  public void testDBEShipped() throws IOException {
    for (DataBlockEncoding encoding : DataBlockEncoding.values()) {
      DataBlockEncoder encoder = encoding.getEncoder();
      if (encoder == null) {
        continue;
      }
      Path f = new Path(ROOT_DIR, testName.getMethodName() + "_" + encoding);
      HFileContext context =
        new HFileContextBuilder().withIncludesTags(false).withDataBlockEncoding(encoding).build();
      HFileWriterImpl writer = (HFileWriterImpl) HFile.getWriterFactory(conf, cacheConf)
        .withPath(fs, f).withFileContext(context).create();

      KeyValue kv = new KeyValue(Bytes.toBytes("testkey1"), Bytes.toBytes("family"),
        Bytes.toBytes("qual"), Bytes.toBytes("testvalue"));
      KeyValue kv2 = new KeyValue(Bytes.toBytes("testkey2"), Bytes.toBytes("family"),
        Bytes.toBytes("qual"), Bytes.toBytes("testvalue"));
      KeyValue kv3 = new KeyValue(Bytes.toBytes("testkey3"), Bytes.toBytes("family"),
        Bytes.toBytes("qual"), Bytes.toBytes("testvalue"));

      ByteBuffer buffer = ByteBuffer.wrap(kv.getBuffer());
      ByteBuffer buffer2 = ByteBuffer.wrap(kv2.getBuffer());
      ByteBuffer buffer3 = ByteBuffer.wrap(kv3.getBuffer());

      writer.append(new ByteBufferKeyValue(buffer, 0, buffer.remaining()));
      writer.beforeShipped();

      // pollute first cell's backing ByteBuffer
      ByteBufferUtils.copyFromBufferToBuffer(buffer3, buffer);

      // write another cell, if DBE not Shipped, test will fail
      writer.append(new ByteBufferKeyValue(buffer2, 0, buffer2.remaining()));
      writer.close();
    }
  }

  /**
   * Test case for CombinedBlockCache with TinyLfu as L1 cache
   */
  @Test
  public void testReaderWithTinyLfuCombinedBlockCache() throws Exception {
    testReaderCombinedCache("TinyLfu");
  }

  /**
   * Test case for CombinedBlockCache with AdaptiveLRU as L1 cache
   */
  @Test
  public void testReaderWithAdaptiveLruCombinedBlockCache() throws Exception {
    testReaderCombinedCache("AdaptiveLRU");
  }

  /**
   * Test case for CombinedBlockCache with AdaptiveLRU as L1 cache
   */
  @Test
  public void testReaderWithLruCombinedBlockCache() throws Exception {
    testReaderCombinedCache("LRU");
  }

  private void testReaderCombinedCache(final String l1CachePolicy) throws Exception {
    int bufCount = 1024;
    int blockSize = 64 * 1024;
    ByteBuffAllocator alloc = initAllocator(true, bufCount, blockSize, 0);
    fillByteBuffAllocator(alloc, bufCount);
    Path storeFilePath = writeStoreFile();
    // Open the file reader with CombinedBlockCache
    BlockCache combined = initCombinedBlockCache(l1CachePolicy);
    conf.setBoolean(EVICT_BLOCKS_ON_CLOSE_KEY, true);
    CacheConfig cacheConfig = new CacheConfig(conf, null, combined, alloc);
    HFile.Reader reader = HFile.createReader(fs, storeFilePath, cacheConfig, true, conf);
    long offset = 0;
    Cacheable cachedBlock = null;
    while (offset < reader.getTrailer().getLoadOnOpenDataOffset()) {
      BlockCacheKey key = new BlockCacheKey(storeFilePath.getName(), offset);
      HFileBlock block = reader.readBlock(offset, -1, true, true, false, true, null, null);
      offset += block.getOnDiskSizeWithHeader();
      // Read the cached block.
      cachedBlock = combined.getBlock(key, false, false, true);
      try {
        Assert.assertNotNull(cachedBlock);
        Assert.assertTrue(cachedBlock instanceof HFileBlock);
        HFileBlock hfb = (HFileBlock) cachedBlock;
        // Data block will be cached in BucketCache, so it should be an off-heap block.
        if (hfb.getBlockType().isData()) {
          Assert.assertTrue(hfb.isSharedMem());
        } else if (!l1CachePolicy.equals("TinyLfu")) {
          Assert.assertFalse(hfb.isSharedMem());
        }
      } finally {
        cachedBlock.release();
      }
      block.release(); // return back the ByteBuffer back to allocator.
    }
    reader.close();
    combined.shutdown();
    if (cachedBlock != null) {
      Assert.assertEquals(0, cachedBlock.refCnt());
    }
    Assert.assertEquals(bufCount, alloc.getFreeBufferCount());
    alloc.clean();
  }

  @Test
  public void testHFileContextBuilderWithIndexEncoding() throws IOException {
    HFileContext context =
      new HFileContextBuilder().withIndexBlockEncoding(IndexBlockEncoding.PREFIX_TREE).build();
    HFileContext newContext = new HFileContextBuilder(context).build();
    assertTrue(newContext.getIndexBlockEncoding() == IndexBlockEncoding.PREFIX_TREE);
  }
}