Java MiniDFSCluster.stopDataNode方法代码示例

import org.apache.hadoop.hdfs.MiniDFSCluster; //导入方法依赖的package包/类
private static boolean wipeAndRestartDn(MiniDFSCluster cluster, int dnIndex)
    throws IOException {
  // stop the DN, reformat it, then start it again with the same xfer port.
  DataNodeProperties dnProps = cluster.stopDataNode(dnIndex);
  cluster.formatDataNodeDirs();
  return cluster.restartDataNode(dnProps, true);
}
 

import org.apache.hadoop.hdfs.MiniDFSCluster; //导入方法依赖的package包/类
/**
 * The corrupt block has to be removed when the number of valid replicas
 * matches replication factor for the file. In this test, the above 
 * condition is achieved by increasing the number of good replicas by 
 * replicating on a new Datanode. 
 * The test strategy : 
 *   Bring up Cluster with 3 DataNodes
 *   Create a file  of replication factor 3
 *   Corrupt one replica of a block of the file 
 *   Verify that there are still 2 good replicas and 1 corrupt replica 
 *     (corrupt replica should not be removed since number of good replicas
 *      (2) is less  than replication factor (3)) 
 *   Start a new data node 
 *   Verify that the a new replica is created and corrupt replica is
 *   removed.
 * 
 */
@Test
public void testByAddingAnExtraDataNode() throws Exception {
  Configuration conf = new HdfsConfiguration();
  conf.setLong(DFSConfigKeys.DFS_BLOCKREPORT_INTERVAL_MSEC_KEY, 1000L);
  conf.set(DFSConfigKeys.DFS_NAMENODE_REPLICATION_PENDING_TIMEOUT_SEC_KEY, Integer.toString(2));
  MiniDFSCluster cluster = new MiniDFSCluster.Builder(conf).numDataNodes(4).build();
  FileSystem fs = cluster.getFileSystem();
  final FSNamesystem namesystem = cluster.getNamesystem();
  DataNodeProperties dnPropsFourth = cluster.stopDataNode(3);

  try {
    final Path fileName = new Path("/foo1");
    DFSTestUtil.createFile(fs, fileName, 2, (short) 3, 0L);
    DFSTestUtil.waitReplication(fs, fileName, (short) 3);

    ExtendedBlock block = DFSTestUtil.getFirstBlock(fs, fileName);
    corruptBlock(cluster, fs, fileName, 0, block);

    DFSTestUtil.waitReplication(fs, fileName, (short) 2);

    assertEquals(2, countReplicas(namesystem, block).liveReplicas());
    assertEquals(1, countReplicas(namesystem, block).corruptReplicas());

    cluster.restartDataNode(dnPropsFourth);

    DFSTestUtil.waitReplication(fs, fileName, (short) 3);

    assertEquals(3, countReplicas(namesystem, block).liveReplicas());
    assertEquals(0, countReplicas(namesystem, block).corruptReplicas());
  } finally {
    cluster.shutdown();
  }
}
 

import org.apache.hadoop.hdfs.MiniDFSCluster; //导入方法依赖的package包/类
private void corruptBlock(MiniDFSCluster cluster, FileSystem fs, final Path fileName,
    int dnIndex, ExtendedBlock block) throws IOException {
  // corrupt the block on datanode dnIndex
  // the indexes change once the nodes are restarted.
  // But the datadirectory will not change
  assertTrue(cluster.corruptReplica(dnIndex, block));

  DataNodeProperties dnProps = cluster.stopDataNode(0);

  // Each datanode has multiple data dirs, check each
  for (int dirIndex = 0; dirIndex < 2; dirIndex++) {
    final String bpid = cluster.getNamesystem().getBlockPoolId();
    File storageDir = cluster.getStorageDir(dnIndex, dirIndex);
    File dataDir = MiniDFSCluster.getFinalizedDir(storageDir, bpid);
    File scanLogFile = new File(dataDir, "dncp_block_verification.log.curr");
    if (scanLogFile.exists()) {
      // wait for one minute for deletion to succeed;
      for (int i = 0; !scanLogFile.delete(); i++) {
        assertTrue("Could not delete log file in one minute", i < 60);
        try {
          Thread.sleep(1000);
        } catch (InterruptedException ignored) {
        }
      }
    }
  }

  // restart the detained so the corrupt replica will be detected
  cluster.restartDataNode(dnProps);
}
 

import org.apache.hadoop.hdfs.MiniDFSCluster; //导入方法依赖的package包/类
@SuppressWarnings({ "unchecked" })
@Test
public void testLastContactTime() throws Exception {
  Configuration conf = new Configuration();
  conf.setInt(DFSConfigKeys.DFS_HEARTBEAT_INTERVAL_KEY, 1);
  conf.setInt(DFSConfigKeys.DFS_NAMENODE_HEARTBEAT_RECHECK_INTERVAL_KEY, 1);
  MiniDFSCluster cluster = null;

  try {
    cluster = new MiniDFSCluster.Builder(conf).numDataNodes(3).build();
    cluster.waitActive();

    FSNamesystem fsn = cluster.getNameNode().namesystem;

    MBeanServer mbs = ManagementFactory.getPlatformMBeanServer();
    ObjectName mxbeanName = new ObjectName(
      "Hadoop:service=NameNode,name=NameNodeInfo");

    // Define include file to generate deadNodes metrics
    FileSystem localFileSys = FileSystem.getLocal(conf);
    Path workingDir = localFileSys.getWorkingDirectory();
    Path dir = new Path(workingDir,
      "build/test/data/temp/TestNameNodeMXBean");
    Path includeFile = new Path(dir, "include");
    assertTrue(localFileSys.mkdirs(dir));
    StringBuilder includeHosts = new StringBuilder();
    for(DataNode dn : cluster.getDataNodes()) {
      includeHosts.append(dn.getDisplayName()).append("\n");
    }
    DFSTestUtil.writeFile(localFileSys, includeFile, includeHosts.toString());
    conf.set(DFSConfigKeys.DFS_HOSTS, includeFile.toUri().getPath());
    fsn.getBlockManager().getDatanodeManager().refreshNodes(conf);

    cluster.stopDataNode(0);
    while (fsn.getBlockManager().getDatanodeManager().getNumLiveDataNodes()
      != 2 ) {
      Uninterruptibles.sleepUninterruptibly(1, TimeUnit.SECONDS);
    }

    // get attribute deadnodeinfo
    String deadnodeinfo = (String) (mbs.getAttribute(mxbeanName,
      "DeadNodes"));
    assertEquals(fsn.getDeadNodes(), deadnodeinfo);
    Map<String, Map<String, Object>> deadNodes =
      (Map<String, Map<String, Object>>) JSON.parse(deadnodeinfo);
    assertTrue(deadNodes.size() > 0);
    for (Map<String, Object> deadNode : deadNodes.values()) {
      assertTrue(deadNode.containsKey("lastContact"));
      assertTrue(deadNode.containsKey("decommissioned"));
      assertTrue(deadNode.containsKey("xferaddr"));
    }

  } finally {
    if (cluster != null) {
      cluster.shutdown();
    }
  }
}
 

import org.apache.hadoop.hdfs.MiniDFSCluster; //导入方法依赖的package包/类
private void doTestWriteOverFailoverWithDnFail(TestScenario scenario)
    throws Exception {
  Configuration conf = new Configuration();
  conf.setInt(DFSConfigKeys.DFS_BLOCK_SIZE_KEY, BLOCK_SIZE);
  
  FSDataOutputStream stm = null;
  MiniDFSCluster cluster = new MiniDFSCluster.Builder(conf)
    .nnTopology(MiniDFSNNTopology.simpleHATopology())
    .numDataNodes(5)
    .build();
  try {
    cluster.waitActive();
    cluster.transitionToActive(0);
    Thread.sleep(500);

    LOG.info("Starting with NN 0 active");
    FileSystem fs = HATestUtil.configureFailoverFs(cluster, conf);
    stm = fs.create(TEST_PATH);
    
    // write a block and a half
    AppendTestUtil.write(stm, 0, BLOCK_AND_A_HALF);
    
    // Make sure all the blocks are written before failover
    stm.hflush();

    LOG.info("Failing over to NN 1");
    scenario.run(cluster);

    assertTrue(fs.exists(TEST_PATH));
    
    cluster.stopDataNode(0);

    // write another block and a half
    AppendTestUtil.write(stm, BLOCK_AND_A_HALF, BLOCK_AND_A_HALF);
    stm.hflush();
    
    LOG.info("Failing back to NN 0");
    cluster.transitionToStandby(1);
    cluster.transitionToActive(0);
    
    cluster.stopDataNode(1);
    
    AppendTestUtil.write(stm, BLOCK_AND_A_HALF*2, BLOCK_AND_A_HALF);
    stm.hflush();
    
    
    stm.close();
    stm = null;
    
    AppendTestUtil.check(fs, TEST_PATH, BLOCK_AND_A_HALF * 3);
  } finally {
    IOUtils.closeStream(stm);
    cluster.shutdown();
  }
}
 

import org.apache.hadoop.hdfs.MiniDFSCluster; //导入方法依赖的package包/类
/**
 * Regression test for HDFS-2795:
 *  - Start an HA cluster with a DN.
 *  - Write several blocks to the FS with replication 1.
 *  - Shutdown the DN
 *  - Wait for the NNs to declare the DN dead. All blocks will be under-replicated.
 *  - Restart the DN.
 * In the bug, the standby node would only very slowly notice the blocks returning
 * to the cluster.
 */
@Test(timeout=60000)
public void testDatanodeRestarts() throws Exception {
  Configuration conf = new Configuration();
  conf.setInt(DFSConfigKeys.DFS_BLOCK_SIZE_KEY, 1024);
  // We read from the standby to watch block locations
  HAUtil.setAllowStandbyReads(conf, true);
  conf.setLong(DFSConfigKeys.DFS_NAMENODE_ACCESSTIME_PRECISION_KEY, 0);
  conf.setInt(DFSConfigKeys.DFS_HA_TAILEDITS_PERIOD_KEY, 1);
  MiniDFSCluster cluster = new MiniDFSCluster.Builder(conf)
    .nnTopology(MiniDFSNNTopology.simpleHATopology())
    .numDataNodes(1)
    .build();
  try {
    NameNode nn0 = cluster.getNameNode(0);
    NameNode nn1 = cluster.getNameNode(1);

    cluster.transitionToActive(0);
    
    // Create 5 blocks.
    DFSTestUtil.createFile(cluster.getFileSystem(0), 
        TEST_FILE_PATH, 5*1024, (short)1, 1L);
    
    HATestUtil.waitForStandbyToCatchUp(nn0, nn1);
    
    // Stop the DN.
    DataNode dn = cluster.getDataNodes().get(0);
    String dnName = dn.getDatanodeId().getXferAddr(); 
    DataNodeProperties dnProps = cluster.stopDataNode(0);
    
    // Make sure both NNs register it as dead.
    BlockManagerTestUtil.noticeDeadDatanode(nn0, dnName);
    BlockManagerTestUtil.noticeDeadDatanode(nn1, dnName);
    
    BlockManagerTestUtil.updateState(nn0.getNamesystem().getBlockManager());
    BlockManagerTestUtil.updateState(nn1.getNamesystem().getBlockManager());
    assertEquals(5, nn0.getNamesystem().getUnderReplicatedBlocks());
    
    // The SBN will not have any blocks in its neededReplication queue
    // since the SBN doesn't process replication.
    assertEquals(0, nn1.getNamesystem().getUnderReplicatedBlocks());
    
    LocatedBlocks locs = nn1.getRpcServer().getBlockLocations(
        TEST_FILE, 0, 1);
    assertEquals("Standby should have registered that the block has no replicas",
        0, locs.get(0).getLocations().length);
    
    cluster.restartDataNode(dnProps);
    // Wait for both NNs to re-register the DN.
    cluster.waitActive(0);
    cluster.waitActive(1);
    
    BlockManagerTestUtil.updateState(nn0.getNamesystem().getBlockManager());
    BlockManagerTestUtil.updateState(nn1.getNamesystem().getBlockManager());
    assertEquals(0, nn0.getNamesystem().getUnderReplicatedBlocks());
    assertEquals(0, nn1.getNamesystem().getUnderReplicatedBlocks());
    
    locs = nn1.getRpcServer().getBlockLocations(
        TEST_FILE, 0, 1);
    assertEquals("Standby should have registered that the block has replicas again",
        1, locs.get(0).getLocations().length);
  } finally {
    cluster.shutdown();
  }
}
 

import org.apache.hadoop.hdfs.MiniDFSCluster; //导入方法依赖的package包/类
@Test
public void testChangedStorageId() throws IOException, URISyntaxException,
    InterruptedException {
  HdfsConfiguration conf = new HdfsConfiguration();
  conf.setInt(DFSConfigKeys.DFS_HA_TAILEDITS_PERIOD_KEY, 1);
  MiniDFSCluster cluster = new MiniDFSCluster.Builder(conf)
      .numDataNodes(1)
      .nnTopology(MiniDFSNNTopology.simpleHATopology())
      .build();
  
  try {
    cluster.transitionToActive(0);
    
    FileSystem fs = HATestUtil.configureFailoverFs(cluster, conf);
    OutputStream out = fs.create(filePath);
    out.write("foo bar baz".getBytes());
    out.close();
    
    HATestUtil.waitForStandbyToCatchUp(cluster.getNameNode(0),
        cluster.getNameNode(1));
    
    // Change the gen stamp of the block on datanode to go back in time (gen
    // stamps start at 1000)
    ExtendedBlock block = DFSTestUtil.getFirstBlock(fs, filePath);
    assertTrue(cluster.changeGenStampOfBlock(0, block, 900));
    
    // Stop the DN so the replica with the changed gen stamp will be reported
    // when this DN starts up.
    DataNodeProperties dnProps = cluster.stopDataNode(0);
    
    // Restart the namenode so that when the DN comes up it will see an initial
    // block report.
    cluster.restartNameNode(1, false);
    assertTrue(cluster.restartDataNode(dnProps, true));
    
    // Wait until the standby NN queues up the corrupt block in the pending DN
    // message queue.
    while (cluster.getNamesystem(1).getBlockManager()
        .getPendingDataNodeMessageCount() < 1) {
      ThreadUtil.sleepAtLeastIgnoreInterrupts(1000);
    }
    
    assertEquals(1, cluster.getNamesystem(1).getBlockManager()
        .getPendingDataNodeMessageCount());
    String oldStorageId = getRegisteredDatanodeUid(cluster, 1);
    
    // Reformat/restart the DN.
    assertTrue(wipeAndRestartDn(cluster, 0));
    
    // Give the DN time to start up and register, which will cause the
    // DatanodeManager to dissociate the old storage ID from the DN xfer addr.
    String newStorageId = "";
    do {
      ThreadUtil.sleepAtLeastIgnoreInterrupts(1000);
      newStorageId = getRegisteredDatanodeUid(cluster, 1);
      System.out.println("====> oldStorageId: " + oldStorageId +
          " newStorageId: " + newStorageId);
    } while (newStorageId.equals(oldStorageId));
    
    assertEquals(0, cluster.getNamesystem(1).getBlockManager()
        .getPendingDataNodeMessageCount());
    
    // Now try to fail over.
    cluster.transitionToStandby(0);
    cluster.transitionToActive(1);
  } finally {
    cluster.shutdown();
  }
}
 

import org.apache.hadoop.hdfs.MiniDFSCluster; //导入方法依赖的package包/类
private static void runTest(final String testCaseName,
                            final boolean createFiles,
                            final int numInitialStorages,
                            final int expectedStoragesAfterTest) throws IOException {
  Configuration conf = new HdfsConfiguration();
  MiniDFSCluster cluster = null;

  try {
    cluster = new MiniDFSCluster
        .Builder(conf)
        .numDataNodes(1)
        .storagesPerDatanode(numInitialStorages)
        .build();
    cluster.waitActive();

    final DataNode dn0 = cluster.getDataNodes().get(0);

    // Ensure NN knows about the storage.
    final DatanodeID dnId = dn0.getDatanodeId();
    final DatanodeDescriptor dnDescriptor =
        cluster.getNamesystem().getBlockManager().getDatanodeManager().getDatanode(dnId);
    assertThat(dnDescriptor.getStorageInfos().length, is(numInitialStorages));

    final String bpid = cluster.getNamesystem().getBlockPoolId();
    final DatanodeRegistration dnReg = dn0.getDNRegistrationForBP(bpid);
    DataNodeTestUtils.triggerBlockReport(dn0);

    if (createFiles) {
      final Path path = new Path("/", testCaseName);
      DFSTestUtil.createFile(
          cluster.getFileSystem(), path, 1024, (short) 1, 0x1BAD5EED);
      DataNodeTestUtils.triggerBlockReport(dn0);
    }

    // Generate a fake StorageReport that is missing one storage.
    final StorageReport reports[] =
        dn0.getFSDataset().getStorageReports(bpid);
    final StorageReport prunedReports[] = new StorageReport[numInitialStorages - 1];
    System.arraycopy(reports, 0, prunedReports, 0, prunedReports.length);

    // Stop the DataNode and send fake heartbeat with missing storage.
    cluster.stopDataNode(0);
    cluster.getNameNodeRpc().sendHeartbeat(dnReg, prunedReports, 0L, 0L, 0, 0,
        0, null);

    // Check that the missing storage was pruned.
    assertThat(dnDescriptor.getStorageInfos().length, is(expectedStoragesAfterTest));
  } finally {
    if (cluster != null) {
      cluster.shutdown();
    }
  }
}
 

import org.apache.hadoop.hdfs.MiniDFSCluster; //导入方法依赖的package包/类
@Test
public void testReplDueToNodeFailRespectsRackPolicy() throws Exception {
  Configuration conf = getConf();
  short REPLICATION_FACTOR = 3;
  final Path filePath = new Path("/testFile");
  // Last datanode is on a different rack
  String racks[] = {"/rack1", "/rack1", "/rack1", "/rack2", "/rack2"};
  MiniDFSCluster cluster = new MiniDFSCluster.Builder(conf)
    .numDataNodes(racks.length).racks(racks).build();
  final FSNamesystem ns = cluster.getNameNode().getNamesystem();
  final DatanodeManager dm = ns.getBlockManager().getDatanodeManager();

  try {
    // Create a file with one block with a replication factor of 2
    final FileSystem fs = cluster.getFileSystem();
    DFSTestUtil.createFile(fs, filePath, 1L, REPLICATION_FACTOR, 1L);
    ExtendedBlock b = DFSTestUtil.getFirstBlock(fs, filePath);
    DFSTestUtil.waitForReplication(cluster, b, 2, REPLICATION_FACTOR, 0);

    // Make the last datanode look like it failed to heartbeat by 
    // calling removeDatanode and stopping it.
    ArrayList<DataNode> datanodes = cluster.getDataNodes();
    int idx = datanodes.size() - 1;
    DataNode dataNode = datanodes.get(idx);
    DatanodeID dnId = dataNode.getDatanodeId();
    cluster.stopDataNode(idx);
    dm.removeDatanode(dnId);

    // The block should still have sufficient # replicas, across racks.
    // The last node may not have contained a replica, but if it did
    // it should have been replicated within the same rack.
    DFSTestUtil.waitForReplication(cluster, b, 2, REPLICATION_FACTOR, 0);
    
    // Fail the last datanode again, it's also on rack2 so there is
    // only 1 rack for all the replicas
    datanodes = cluster.getDataNodes();
    idx = datanodes.size() - 1;
    dataNode = datanodes.get(idx);
    dnId = dataNode.getDatanodeId();
    cluster.stopDataNode(idx);
    dm.removeDatanode(dnId);

    // Make sure we have enough live replicas even though we are
    // short one rack and therefore need one replica
    DFSTestUtil.waitForReplication(cluster, b, 1, REPLICATION_FACTOR, 1);
  } finally {
    cluster.shutdown();
  }
}
 

import org.apache.hadoop.hdfs.MiniDFSCluster; //导入方法依赖的package包/类
@Test
public void testReduceReplFactorDueToRejoinRespectsRackPolicy() 
    throws Exception {
  Configuration conf = getConf();
  short REPLICATION_FACTOR = 2;
  final Path filePath = new Path("/testFile");
  // Last datanode is on a different rack
  String racks[] = {"/rack1", "/rack1", "/rack2"};
  MiniDFSCluster cluster = new MiniDFSCluster.Builder(conf)
    .numDataNodes(racks.length).racks(racks).build();
  final FSNamesystem ns = cluster.getNameNode().getNamesystem();
  final DatanodeManager dm = ns.getBlockManager().getDatanodeManager();

  try {
    // Create a file with one block
    final FileSystem fs = cluster.getFileSystem();
    DFSTestUtil.createFile(fs, filePath, 1L, REPLICATION_FACTOR, 1L);
    ExtendedBlock b = DFSTestUtil.getFirstBlock(fs, filePath);
    DFSTestUtil.waitForReplication(cluster, b, 2, REPLICATION_FACTOR, 0);

    // Make the last (cross rack) datanode look like it failed
    // to heartbeat by stopping it and calling removeDatanode.
    ArrayList<DataNode> datanodes = cluster.getDataNodes();
    assertEquals(3, datanodes.size());
    DataNode dataNode = datanodes.get(2);
    DatanodeID dnId = dataNode.getDatanodeId();
    cluster.stopDataNode(2);
    dm.removeDatanode(dnId);

    // The block gets re-replicated to another datanode so it has a 
    // sufficient # replicas, but not across racks, so there should
    // be 1 rack, and 1 needed replica (even though there are 2 hosts 
    // available and only 2 replicas required).
    DFSTestUtil.waitForReplication(cluster, b, 1, REPLICATION_FACTOR, 1);

    // Start the "failed" datanode, which has a replica so the block is
    // now over-replicated and therefore a replica should be removed but
    // not on the restarted datanode as that would violate the rack policy.
    String rack2[] = {"/rack2"};
    cluster.startDataNodes(conf, 1, true, null, rack2);
    cluster.waitActive();      
    
    // The block now has sufficient # replicas, across racks
    DFSTestUtil.waitForReplication(cluster, b, 2, REPLICATION_FACTOR, 0);
  } finally {
    cluster.shutdown();
  }
}
 

import org.apache.hadoop.hdfs.MiniDFSCluster; //导入方法依赖的package包/类
/** Test processOverReplicatedBlock can handle corrupt replicas fine.
 * It make sure that it won't treat corrupt replicas as valid ones 
 * thus prevents NN deleting valid replicas but keeping
 * corrupt ones.
 */
@Test
public void testProcesOverReplicateBlock() throws Exception {
  Configuration conf = new HdfsConfiguration();
  conf.setLong(DFSConfigKeys.DFS_DATANODE_SCAN_PERIOD_HOURS_KEY, 100L);
  conf.setLong(DFSConfigKeys.DFS_BLOCKREPORT_INTERVAL_MSEC_KEY, 1000L);
  conf.set(
      DFSConfigKeys.DFS_NAMENODE_REPLICATION_PENDING_TIMEOUT_SEC_KEY,
      Integer.toString(2));
  MiniDFSCluster cluster = new MiniDFSCluster.Builder(conf).numDataNodes(3).build();
  FileSystem fs = cluster.getFileSystem();

  try {
    final Path fileName = new Path("/foo1");
    DFSTestUtil.createFile(fs, fileName, 2, (short)3, 0L);
    DFSTestUtil.waitReplication(fs, fileName, (short)3);
    
    // corrupt the block on datanode 0
    ExtendedBlock block = DFSTestUtil.getFirstBlock(fs, fileName);
    assertTrue(cluster.corruptReplica(0, block));
    DataNodeProperties dnProps = cluster.stopDataNode(0);
    // remove block scanner log to trigger block scanning
    File scanCursor = new File(new File(MiniDFSCluster.getFinalizedDir(
        cluster.getInstanceStorageDir(0, 0),
        cluster.getNamesystem().getBlockPoolId()).getParent()).getParent(),
        "scanner.cursor");
    //wait for one minute for deletion to succeed;
    for(int i = 0; !scanCursor.delete(); i++) {
      assertTrue("Could not delete " + scanCursor.getAbsolutePath() +
          " in one minute", i < 60);
      try {
        Thread.sleep(1000);
      } catch (InterruptedException ignored) {}
    }
    
    // restart the datanode so the corrupt replica will be detected
    cluster.restartDataNode(dnProps);
    DFSTestUtil.waitReplication(fs, fileName, (short)2);
    
    String blockPoolId = cluster.getNamesystem().getBlockPoolId();
    final DatanodeID corruptDataNode = 
      DataNodeTestUtils.getDNRegistrationForBP(
          cluster.getDataNodes().get(2), blockPoolId);
       
    final FSNamesystem namesystem = cluster.getNamesystem();
    final BlockManager bm = namesystem.getBlockManager();
    final HeartbeatManager hm = bm.getDatanodeManager().getHeartbeatManager();
    try {
      namesystem.writeLock();
      synchronized(hm) {
        // set live datanode's remaining space to be 0 
        // so they will be chosen to be deleted when over-replication occurs
        String corruptMachineName = corruptDataNode.getXferAddr();
        for (DatanodeDescriptor datanode : hm.getDatanodes()) {
          if (!corruptMachineName.equals(datanode.getXferAddr())) {
            datanode.getStorageInfos()[0].setUtilizationForTesting(100L, 100L, 0, 100L);
            datanode.updateHeartbeat(
                BlockManagerTestUtil.getStorageReportsForDatanode(datanode),
                0L, 0L, 0, 0, null);
          }
        }

        // decrease the replication factor to 1; 
        NameNodeAdapter.setReplication(namesystem, fileName.toString(), (short)1);

        // corrupt one won't be chosen to be excess one
        // without 4910 the number of live replicas would be 0: block gets lost
        assertEquals(1, bm.countNodes(block.getLocalBlock()).liveReplicas());
      }
    } finally {
      namesystem.writeUnlock();
    }
    
  } finally {
    cluster.shutdown();
  }
}
 

import org.apache.hadoop.hdfs.MiniDFSCluster; //导入方法依赖的package包/类
/**
 * testing that APPEND operation can handle token expiration when
 * re-establishing pipeline is needed
 */
@Test
public void testAppend() throws Exception {
  MiniDFSCluster cluster = null;
  int numDataNodes = 2;
  Configuration conf = getConf(numDataNodes);

  try {
    cluster = new MiniDFSCluster.Builder(conf).numDataNodes(numDataNodes).build();
    cluster.waitActive();
    assertEquals(numDataNodes, cluster.getDataNodes().size());

    final NameNode nn = cluster.getNameNode();
    final BlockManager bm = nn.getNamesystem().getBlockManager();
    final BlockTokenSecretManager sm = bm.getBlockTokenSecretManager();

    // set a short token lifetime (1 second)
    SecurityTestUtil.setBlockTokenLifetime(sm, 1000L);
    Path fileToAppend = new Path(FILE_TO_APPEND);
    FileSystem fs = cluster.getFileSystem();

    // write a one-byte file
    FSDataOutputStream stm = writeFile(fs, fileToAppend,
        (short) numDataNodes, BLOCK_SIZE);
    stm.write(rawData, 0, 1);
    stm.close();
    // open the file again for append
    stm = fs.append(fileToAppend);
    int mid = rawData.length - 1;
    stm.write(rawData, 1, mid - 1);
    stm.hflush();

    /*
     * wait till token used in stm expires
     */
    Token<BlockTokenIdentifier> token = DFSTestUtil.getBlockToken(stm);
    while (!SecurityTestUtil.isBlockTokenExpired(token)) {
      try {
        Thread.sleep(10);
      } catch (InterruptedException ignored) {
      }
    }

    // remove a datanode to force re-establishing pipeline
    cluster.stopDataNode(0);
    // append the rest of the file
    stm.write(rawData, mid, rawData.length - mid);
    stm.close();
    // check if append is successful
    FSDataInputStream in5 = fs.open(fileToAppend);
    assertTrue(checkFile1(in5));
  } finally {
    if (cluster != null) {
      cluster.shutdown();
    }
  }
}
 

import org.apache.hadoop.hdfs.MiniDFSCluster; //导入方法依赖的package包/类
/**
 * testing that WRITE operation can handle token expiration when
 * re-establishing pipeline is needed
 */
@Test
public void testWrite() throws Exception {
  MiniDFSCluster cluster = null;
  int numDataNodes = 2;
  Configuration conf = getConf(numDataNodes);

  try {
    cluster = new MiniDFSCluster.Builder(conf).numDataNodes(numDataNodes).build();
    cluster.waitActive();
    assertEquals(numDataNodes, cluster.getDataNodes().size());

    final NameNode nn = cluster.getNameNode();
    final BlockManager bm = nn.getNamesystem().getBlockManager();
    final BlockTokenSecretManager sm = bm.getBlockTokenSecretManager();

    // set a short token lifetime (1 second)
    SecurityTestUtil.setBlockTokenLifetime(sm, 1000L);
    Path fileToWrite = new Path(FILE_TO_WRITE);
    FileSystem fs = cluster.getFileSystem();

    FSDataOutputStream stm = writeFile(fs, fileToWrite, (short) numDataNodes,
        BLOCK_SIZE);
    // write a partial block
    int mid = rawData.length - 1;
    stm.write(rawData, 0, mid);
    stm.hflush();

    /*
     * wait till token used in stm expires
     */
    Token<BlockTokenIdentifier> token = DFSTestUtil.getBlockToken(stm);
    while (!SecurityTestUtil.isBlockTokenExpired(token)) {
      try {
        Thread.sleep(10);
      } catch (InterruptedException ignored) {
      }
    }

    // remove a datanode to force re-establishing pipeline
    cluster.stopDataNode(0);
    // write the rest of the file
    stm.write(rawData, mid, rawData.length - mid);
    stm.close();
    // check if write is successful
    FSDataInputStream in4 = fs.open(fileToWrite);
    assertTrue(checkFile1(in4));
  } finally {
    if (cluster != null) {
      cluster.shutdown();
    }
  }
}
 

import org.apache.hadoop.hdfs.MiniDFSCluster; //导入方法依赖的package包/类
@Test
public void testDNWithInvalidStorageWithHA() throws Exception {
  MiniDFSNNTopology top = new MiniDFSNNTopology()
    .addNameservice(new MiniDFSNNTopology.NSConf("ns1")
      .addNN(new MiniDFSNNTopology.NNConf("nn0").setClusterId("cluster-1"))
      .addNN(new MiniDFSNNTopology.NNConf("nn1").setClusterId("cluster-1")));

  top.setFederation(true);

  MiniDFSCluster cluster = new MiniDFSCluster.Builder(conf).nnTopology(top)
      .numDataNodes(0).build();
  try {
    cluster.startDataNodes(conf, 1, true, null, null);
    // let the initialization be complete
    Thread.sleep(10000);
    DataNode dn = cluster.getDataNodes().get(0);
    assertTrue("Datanode should be running", dn.isDatanodeUp());
    assertEquals("BPOfferService should be running", 1,
        dn.getAllBpOs().length);
    DataNodeProperties dnProp = cluster.stopDataNode(0);

    cluster.getNameNode(0).stop();
    cluster.getNameNode(1).stop();
    Configuration nn1 = cluster.getConfiguration(0);
    Configuration nn2 = cluster.getConfiguration(1);
    // setting up invalid cluster
    StartupOption.FORMAT.setClusterId("cluster-2");
    DFSTestUtil.formatNameNode(nn1);
    MiniDFSCluster.copyNameDirs(FSNamesystem.getNamespaceDirs(nn1),
        FSNamesystem.getNamespaceDirs(nn2), nn2);
    cluster.restartNameNode(0, false);
    cluster.restartNameNode(1, false);
    cluster.restartDataNode(dnProp);
    
    // let the initialization be complete
    Thread.sleep(10000);
    dn = cluster.getDataNodes().get(0);
    assertFalse("Datanode should have shutdown as only service failed",
        dn.isDatanodeUp());
  } finally {
    cluster.shutdown();
  }
}