hadoop-hdds/common/src/main/java/org/apache/hadoop/hdds/utils/db/RDBStore.java - hadoop - Git at Google

 /*
  * 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.hdds.utils.db;

 import static org.apache.hadoop.ozone.OzoneConsts.OM_DB_CHECKPOINTS_DIR_NAME;

 import javax.management.ObjectName;
 import java.io.File;
 import java.io.IOException;
 import java.nio.file.Paths;
 import java.util.ArrayList;
 import java.util.HashMap;
 import java.util.Hashtable;
 import java.util.List;
 import java.util.Map;
 import java.util.Set;

 import org.apache.hadoop.hdds.HddsUtils;
 import org.apache.hadoop.hdds.utils.RocksDBStoreMBean;
 import org.apache.hadoop.hdfs.DFSUtil;
 import org.apache.hadoop.metrics2.util.MBeans;

 import com.google.common.base.Preconditions;
 import org.apache.hadoop.hdds.utils.db.cache.TableCacheImpl;
 import org.apache.ratis.thirdparty.com.google.common.annotations.VisibleForTesting;
 import org.rocksdb.ColumnFamilyDescriptor;
 import org.rocksdb.ColumnFamilyHandle;
 import org.rocksdb.DBOptions;
 import org.rocksdb.FlushOptions;
 import org.rocksdb.RocksDB;
 import org.rocksdb.RocksDBException;
 import org.rocksdb.TransactionLogIterator;
 import org.rocksdb.WriteOptions;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;

 /**
  * RocksDB Store that supports creating Tables in DB.
  */
 public class RDBStore implements DBStore {
   private static final Logger LOG =
       LoggerFactory.getLogger(RDBStore.class);
   private RocksDB db;
   private File dbLocation;
   private final WriteOptions writeOptions;
   private final DBOptions dbOptions;
   private final CodecRegistry codecRegistry;
   private final Hashtable<String, ColumnFamilyHandle> handleTable;
   private ObjectName statMBeanName;
   private RDBCheckpointManager checkPointManager;
   private String checkpointsParentDir;
   private List<ColumnFamilyHandle> columnFamilyHandles;

   @VisibleForTesting
   public RDBStore(File dbFile, DBOptions options,
                   Set<TableConfig> families) throws IOException {
     this(dbFile, options, families, new CodecRegistry());
   }

   public RDBStore(File dbFile, DBOptions options, Set<TableConfig> families,
                   CodecRegistry registry)
       throws IOException {
     Preconditions.checkNotNull(dbFile, "DB file location cannot be null");
     Preconditions.checkNotNull(families);
     Preconditions.checkArgument(families.size() > 0);
     handleTable = new Hashtable<>();
     codecRegistry = registry;
     final List<ColumnFamilyDescriptor> columnFamilyDescriptors =
         new ArrayList<>();
     columnFamilyHandles = new ArrayList<>();

     for (TableConfig family : families) {
       columnFamilyDescriptors.add(family.getDescriptor());
     }

     dbOptions = options;
     dbLocation = dbFile;
     // TODO: Read from the next Config.
     writeOptions = new WriteOptions();

     try {
       db = RocksDB.open(dbOptions, dbLocation.getAbsolutePath(),
           columnFamilyDescriptors, columnFamilyHandles);

       for (int x = 0; x < columnFamilyHandles.size(); x++) {
         handleTable.put(
             DFSUtil.bytes2String(columnFamilyHandles.get(x).getName()),
             columnFamilyHandles.get(x));
       }

       if (dbOptions.statistics() != null) {
         Map<String, String> jmxProperties = new HashMap<>();
         jmxProperties.put("dbName", dbFile.getName());
         statMBeanName = HddsUtils.registerWithJmxProperties(
             "Ozone", "RocksDbStore", jmxProperties,
             RocksDBStoreMBean.create(dbOptions.statistics(),
                 dbFile.getName()));
         if (statMBeanName == null) {
           LOG.warn("jmx registration failed during RocksDB init, db path :{}",
               dbFile.getAbsolutePath());
         }
       }

       //create checkpoints directory if not exists.
       checkpointsParentDir = Paths.get(dbLocation.getParent(),
           OM_DB_CHECKPOINTS_DIR_NAME).toString();
       File checkpointsDir = new File(checkpointsParentDir);
       if (!checkpointsDir.exists()) {
         boolean success = checkpointsDir.mkdir();
         if (!success) {
           LOG.warn("Unable to create RocksDB checkpoint directory");
         }
       }

       //Initialize checkpoint manager
       checkPointManager = new RDBCheckpointManager(db, "om");

     } catch (RocksDBException e) {
       throw toIOException(
           "Failed init RocksDB, db path : " + dbFile.getAbsolutePath(), e);
     }

     if (LOG.isDebugEnabled()) {
       LOG.debug("RocksDB successfully opened.");
       LOG.debug("[Option] dbLocation= {}", dbLocation.getAbsolutePath());
       LOG.debug("[Option] createIfMissing = {}", options.createIfMissing());
       LOG.debug("[Option] maxOpenFiles= {}", options.maxOpenFiles());
     }
   }

   public static IOException toIOException(String msg, RocksDBException e) {
     String statusCode = e.getStatus() == null ? "N/A" :
         e.getStatus().getCodeString();
     String errMessage = e.getMessage() == null ? "Unknown error" :
         e.getMessage();
     String output = msg + "; status : " + statusCode
         + "; message : " + errMessage;
     return new IOException(output, e);
   }

   @Override
   public void compactDB() throws IOException {
     if (db != null) {
       try {
         db.compactRange();
       } catch (RocksDBException e) {
         throw toIOException("Failed to compact db", e);
       }
     }
   }

   @Override
   public void close() throws IOException {

     for (final ColumnFamilyHandle handle : handleTable.values()) {
       handle.close();
     }

     if (statMBeanName != null) {
       MBeans.unregister(statMBeanName);
       statMBeanName = null;
     }

     if (db != null) {
       db.close();
     }

     if (dbOptions != null) {
       dbOptions.close();
     }

     if (writeOptions != null) {
       writeOptions.close();
     }
   }

   @Override
   public <KEY, VALUE> void move(KEY key, Table<KEY, VALUE> source,
                                 Table<KEY, VALUE> dest) throws IOException {
     try (BatchOperation batchOperation = initBatchOperation()) {

       VALUE value = source.get(key);
       dest.putWithBatch(batchOperation, key, value);
       source.deleteWithBatch(batchOperation, key);
       commitBatchOperation(batchOperation);
     }
   }

   @Override
   public <KEY, VALUE> void move(KEY key, VALUE value, Table<KEY, VALUE> source,
                                 Table<KEY, VALUE> dest) throws IOException {
     move(key, key, value, source, dest);
   }

   @Override
   public <KEY, VALUE> void move(KEY sourceKey, KEY destKey, VALUE value,
                                 Table<KEY, VALUE> source,
                                 Table<KEY, VALUE> dest) throws IOException {
     try (BatchOperation batchOperation = initBatchOperation()) {
       dest.putWithBatch(batchOperation, destKey, value);
       source.deleteWithBatch(batchOperation, sourceKey);
       commitBatchOperation(batchOperation);
     }
   }

   @Override
   public long getEstimatedKeyCount() throws IOException {
     try {
       return db.getLongProperty("rocksdb.estimate-num-keys");
     } catch (RocksDBException e) {
       throw toIOException("Unable to get the estimated count.", e);
     }
   }

   @Override
   public BatchOperation initBatchOperation() {
     return new RDBBatchOperation();
   }

   @Override
   public void commitBatchOperation(BatchOperation operation)
       throws IOException {
     ((RDBBatchOperation) operation).commit(db, writeOptions);
   }


   @VisibleForTesting
   protected ObjectName getStatMBeanName() {
     return statMBeanName;
   }

   @Override
   public Table<byte[], byte[]> getTable(String name) throws IOException {
     ColumnFamilyHandle handle = handleTable.get(name);
     if (handle == null) {
       throw new IOException("No such table in this DB. TableName : " + name);
     }
     return new RDBTable(this.db, handle, this.writeOptions);
   }

   @Override
   public <KEY, VALUE> Table<KEY, VALUE> getTable(String name,
       Class<KEY> keyType, Class<VALUE> valueType) throws IOException {
     return new TypedTable<KEY, VALUE>(getTable(name), codecRegistry, keyType,
         valueType);
   }

   @Override
   public <KEY, VALUE> Table<KEY, VALUE> getTable(String name,
       Class<KEY> keyType, Class<VALUE> valueType,
       TableCacheImpl.CacheCleanupPolicy cleanupPolicy) throws IOException {
     return new TypedTable<KEY, VALUE>(getTable(name), codecRegistry, keyType,
         valueType, cleanupPolicy);
   }

   @Override
   public ArrayList<Table> listTables() throws IOException {
     ArrayList<Table> returnList = new ArrayList<>();
     for (ColumnFamilyHandle handle : handleTable.values()) {
       returnList.add(new RDBTable(db, handle, writeOptions));
     }
     return returnList;
   }

   @Override
   public void flush() throws IOException {
     final FlushOptions flushOptions = new FlushOptions().setWaitForFlush(true);
     try {
       db.flush(flushOptions);
     } catch (RocksDBException e) {
       LOG.error("Unable to Flush RocksDB data", e);
       throw toIOException("Unable to Flush RocksDB data", e);
     }
   }

   @Override
   public DBCheckpoint getCheckpoint(boolean flush) {
     final FlushOptions flushOptions = new FlushOptions().setWaitForFlush(flush);
     try {
       db.flush(flushOptions);
     } catch (RocksDBException e) {
       LOG.error("Unable to Flush RocksDB data before creating snapshot", e);
     }
     return checkPointManager.createCheckpoint(checkpointsParentDir);
   }

   @Override
   public File getDbLocation() {
     return dbLocation;
   }

   @Override
   public Map<Integer, String> getTableNames() {
     Map<Integer, String> tableNames = new HashMap<>();
     StringCodec stringCodec = new StringCodec();

     for (ColumnFamilyHandle columnFamilyHandle : columnFamilyHandles) {
       try {
         tableNames.put(columnFamilyHandle.getID(), stringCodec
             .fromPersistedFormat(columnFamilyHandle.getName()));
       } catch (RocksDBException | IOException e) {
         LOG.error("Unexpected exception while reading column family handle " +
             "name", e);
       }
     }
     return tableNames;
   }

   @Override
   public CodecRegistry getCodecRegistry() {
     return codecRegistry;
   }

   @Override
   public DBUpdatesWrapper getUpdatesSince(long sequenceNumber)
       throws SequenceNumberNotFoundException {

     DBUpdatesWrapper dbUpdatesWrapper = new DBUpdatesWrapper();
     try {
       TransactionLogIterator transactionLogIterator =
           db.getUpdatesSince(sequenceNumber);

       // Only the first record needs to be checked if its seq number <
       // ( 1 + passed_in_sequence_number). For example, if seqNumber passed
       // in is 100, then we can read from the WAL ONLY if the first sequence
       // number is <= 101. If it is 102, then 101 may already be flushed to
       // SST. If it 99, we can skip 99 and 100, and then read from 101.

       boolean checkValidStartingSeqNumber = true;

       while (transactionLogIterator.isValid()) {
         TransactionLogIterator.BatchResult result =
             transactionLogIterator.getBatch();
         long currSequenceNumber = result.sequenceNumber();
         if (checkValidStartingSeqNumber &&
             currSequenceNumber > 1 + sequenceNumber) {
           throw new SequenceNumberNotFoundException("Unable to read data from" +
               " RocksDB wal to get delta updates. It may have already been" +
               "flushed to SSTs.");
         }
         // If the above condition was not satisfied, then it is OK to reset
         // the flag.
         checkValidStartingSeqNumber = false;
         if (currSequenceNumber <= sequenceNumber) {
           transactionLogIterator.next();
           continue;
         }
         dbUpdatesWrapper.addWriteBatch(result.writeBatch().data(),
             result.sequenceNumber());
         transactionLogIterator.next();
       }
     } catch (RocksDBException e) {
       LOG.error("Unable to get delta updates since sequenceNumber {} ",
           sequenceNumber, e);
     }
     return dbUpdatesWrapper;
   }

   @VisibleForTesting
   public RocksDB getDb() {
     return db;
   }

 }
	/*
	* 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.hdds.utils.db;

	import static org.apache.hadoop.ozone.OzoneConsts.OM_DB_CHECKPOINTS_DIR_NAME;

	import javax.management.ObjectName;
	import java.io.File;
	import java.io.IOException;
	import java.nio.file.Paths;
	import java.util.ArrayList;
	import java.util.HashMap;
	import java.util.Hashtable;
	import java.util.List;
	import java.util.Map;
	import java.util.Set;

	import org.apache.hadoop.hdds.HddsUtils;
	import org.apache.hadoop.hdds.utils.RocksDBStoreMBean;
	import org.apache.hadoop.hdfs.DFSUtil;
	import org.apache.hadoop.metrics2.util.MBeans;

	import com.google.common.base.Preconditions;
	import org.apache.hadoop.hdds.utils.db.cache.TableCacheImpl;
	import org.apache.ratis.thirdparty.com.google.common.annotations.VisibleForTesting;
	import org.rocksdb.ColumnFamilyDescriptor;
	import org.rocksdb.ColumnFamilyHandle;
	import org.rocksdb.DBOptions;
	import org.rocksdb.FlushOptions;
	import org.rocksdb.RocksDB;
	import org.rocksdb.RocksDBException;
	import org.rocksdb.TransactionLogIterator;
	import org.rocksdb.WriteOptions;
	import org.slf4j.Logger;
	import org.slf4j.LoggerFactory;

	/**
	* RocksDB Store that supports creating Tables in DB.
	*/
	public class RDBStore implements DBStore {
	private static final Logger LOG =
	LoggerFactory.getLogger(RDBStore.class);
	private RocksDB db;
	private File dbLocation;
	private final WriteOptions writeOptions;
	private final DBOptions dbOptions;
	private final CodecRegistry codecRegistry;
	private final Hashtable<String, ColumnFamilyHandle> handleTable;
	private ObjectName statMBeanName;
	private RDBCheckpointManager checkPointManager;
	private String checkpointsParentDir;
	private List<ColumnFamilyHandle> columnFamilyHandles;

	@VisibleForTesting
	public RDBStore(File dbFile, DBOptions options,
	Set<TableConfig> families) throws IOException {
	this(dbFile, options, families, new CodecRegistry());
	}

	public RDBStore(File dbFile, DBOptions options, Set<TableConfig> families,
	CodecRegistry registry)
	throws IOException {
	Preconditions.checkNotNull(dbFile, "DB file location cannot be null");
	Preconditions.checkNotNull(families);
	Preconditions.checkArgument(families.size() > 0);
	handleTable = new Hashtable<>();
	codecRegistry = registry;
	final List<ColumnFamilyDescriptor> columnFamilyDescriptors =
	new ArrayList<>();
	columnFamilyHandles = new ArrayList<>();

	for (TableConfig family : families) {
	columnFamilyDescriptors.add(family.getDescriptor());
	}

	dbOptions = options;
	dbLocation = dbFile;
	// TODO: Read from the next Config.
	writeOptions = new WriteOptions();

	try {
	db = RocksDB.open(dbOptions, dbLocation.getAbsolutePath(),
	columnFamilyDescriptors, columnFamilyHandles);

	for (int x = 0; x < columnFamilyHandles.size(); x++) {
	handleTable.put(
	DFSUtil.bytes2String(columnFamilyHandles.get(x).getName()),
	columnFamilyHandles.get(x));
	}

	if (dbOptions.statistics() != null) {
	Map<String, String> jmxProperties = new HashMap<>();
	jmxProperties.put("dbName", dbFile.getName());
	statMBeanName = HddsUtils.registerWithJmxProperties(
	"Ozone", "RocksDbStore", jmxProperties,
	RocksDBStoreMBean.create(dbOptions.statistics(),
	dbFile.getName()));
	if (statMBeanName == null) {
	LOG.warn("jmx registration failed during RocksDB init, db path :{}",
	dbFile.getAbsolutePath());
	}
	}

	//create checkpoints directory if not exists.
	checkpointsParentDir = Paths.get(dbLocation.getParent(),
	OM_DB_CHECKPOINTS_DIR_NAME).toString();
	File checkpointsDir = new File(checkpointsParentDir);
	if (!checkpointsDir.exists()) {
	boolean success = checkpointsDir.mkdir();
	if (!success) {
	LOG.warn("Unable to create RocksDB checkpoint directory");
	}
	}

	//Initialize checkpoint manager
	checkPointManager = new RDBCheckpointManager(db, "om");

	} catch (RocksDBException e) {
	throw toIOException(
	"Failed init RocksDB, db path : " + dbFile.getAbsolutePath(), e);
	}

	if (LOG.isDebugEnabled()) {
	LOG.debug("RocksDB successfully opened.");
	LOG.debug("[Option] dbLocation= {}", dbLocation.getAbsolutePath());
	LOG.debug("[Option] createIfMissing = {}", options.createIfMissing());
	LOG.debug("[Option] maxOpenFiles= {}", options.maxOpenFiles());
	}
	}

	public static IOException toIOException(String msg, RocksDBException e) {
	String statusCode = e.getStatus() == null ? "N/A" :
	e.getStatus().getCodeString();
	String errMessage = e.getMessage() == null ? "Unknown error" :
	e.getMessage();
	String output = msg + "; status : " + statusCode
	+ "; message : " + errMessage;
	return new IOException(output, e);
	}

	@Override
	public void compactDB() throws IOException {
	if (db != null) {
	try {
	db.compactRange();
	} catch (RocksDBException e) {
	throw toIOException("Failed to compact db", e);
	}
	}
	}

	@Override
	public void close() throws IOException {

	for (final ColumnFamilyHandle handle : handleTable.values()) {
	handle.close();
	}

	if (statMBeanName != null) {
	MBeans.unregister(statMBeanName);
	statMBeanName = null;
	}

	if (db != null) {
	db.close();
	}

	if (dbOptions != null) {
	dbOptions.close();
	}

	if (writeOptions != null) {
	writeOptions.close();
	}
	}

	@Override
	public <KEY, VALUE> void move(KEY key, Table<KEY, VALUE> source,
	Table<KEY, VALUE> dest) throws IOException {
	try (BatchOperation batchOperation = initBatchOperation()) {

	VALUE value = source.get(key);
	dest.putWithBatch(batchOperation, key, value);
	source.deleteWithBatch(batchOperation, key);
	commitBatchOperation(batchOperation);
	}
	}

	@Override
	public <KEY, VALUE> void move(KEY key, VALUE value, Table<KEY, VALUE> source,
	Table<KEY, VALUE> dest) throws IOException {
	move(key, key, value, source, dest);
	}

	@Override
	public <KEY, VALUE> void move(KEY sourceKey, KEY destKey, VALUE value,
	Table<KEY, VALUE> source,
	Table<KEY, VALUE> dest) throws IOException {
	try (BatchOperation batchOperation = initBatchOperation()) {
	dest.putWithBatch(batchOperation, destKey, value);
	source.deleteWithBatch(batchOperation, sourceKey);
	commitBatchOperation(batchOperation);
	}
	}

	@Override
	public long getEstimatedKeyCount() throws IOException {
	try {
	return db.getLongProperty("rocksdb.estimate-num-keys");
	} catch (RocksDBException e) {
	throw toIOException("Unable to get the estimated count.", e);
	}
	}

	@Override
	public BatchOperation initBatchOperation() {
	return new RDBBatchOperation();
	}

	@Override
	public void commitBatchOperation(BatchOperation operation)
	throws IOException {
	((RDBBatchOperation) operation).commit(db, writeOptions);
	}


	@VisibleForTesting
	protected ObjectName getStatMBeanName() {
	return statMBeanName;
	}

	@Override
	public Table<byte[], byte[]> getTable(String name) throws IOException {
	ColumnFamilyHandle handle = handleTable.get(name);
	if (handle == null) {
	throw new IOException("No such table in this DB. TableName : " + name);
	}
	return new RDBTable(this.db, handle, this.writeOptions);
	}

	@Override
	public <KEY, VALUE> Table<KEY, VALUE> getTable(String name,
	Class<KEY> keyType, Class<VALUE> valueType) throws IOException {
	return new TypedTable<KEY, VALUE>(getTable(name), codecRegistry, keyType,
	valueType);
	}

	@Override
	public <KEY, VALUE> Table<KEY, VALUE> getTable(String name,
	Class<KEY> keyType, Class<VALUE> valueType,
	TableCacheImpl.CacheCleanupPolicy cleanupPolicy) throws IOException {
	return new TypedTable<KEY, VALUE>(getTable(name), codecRegistry, keyType,
	valueType, cleanupPolicy);
	}

	@Override
	public ArrayList<Table> listTables() throws IOException {
	ArrayList<Table> returnList = new ArrayList<>();
	for (ColumnFamilyHandle handle : handleTable.values()) {
	returnList.add(new RDBTable(db, handle, writeOptions));
	}
	return returnList;
	}

	@Override
	public void flush() throws IOException {
	final FlushOptions flushOptions = new FlushOptions().setWaitForFlush(true);
	try {
	db.flush(flushOptions);
	} catch (RocksDBException e) {
	LOG.error("Unable to Flush RocksDB data", e);
	throw toIOException("Unable to Flush RocksDB data", e);
	}
	}

	@Override
	public DBCheckpoint getCheckpoint(boolean flush) {
	final FlushOptions flushOptions = new FlushOptions().setWaitForFlush(flush);
	try {
	db.flush(flushOptions);
	} catch (RocksDBException e) {
	LOG.error("Unable to Flush RocksDB data before creating snapshot", e);
	}
	return checkPointManager.createCheckpoint(checkpointsParentDir);
	}

	@Override
	public File getDbLocation() {
	return dbLocation;
	}

	@Override
	public Map<Integer, String> getTableNames() {
	Map<Integer, String> tableNames = new HashMap<>();
	StringCodec stringCodec = new StringCodec();

	for (ColumnFamilyHandle columnFamilyHandle : columnFamilyHandles) {
	try {
	tableNames.put(columnFamilyHandle.getID(), stringCodec
	.fromPersistedFormat(columnFamilyHandle.getName()));
	} catch (RocksDBException \| IOException e) {
	LOG.error("Unexpected exception while reading column family handle " +
	"name", e);
	}
	}
	return tableNames;
	}

	@Override
	public CodecRegistry getCodecRegistry() {
	return codecRegistry;
	}

	@Override
	public DBUpdatesWrapper getUpdatesSince(long sequenceNumber)
	throws SequenceNumberNotFoundException {

	DBUpdatesWrapper dbUpdatesWrapper = new DBUpdatesWrapper();
	try {
	TransactionLogIterator transactionLogIterator =
	db.getUpdatesSince(sequenceNumber);

	// Only the first record needs to be checked if its seq number <
	// ( 1 + passed_in_sequence_number). For example, if seqNumber passed
	// in is 100, then we can read from the WAL ONLY if the first sequence
	// number is <= 101. If it is 102, then 101 may already be flushed to
	// SST. If it 99, we can skip 99 and 100, and then read from 101.

	boolean checkValidStartingSeqNumber = true;

	while (transactionLogIterator.isValid()) {
	TransactionLogIterator.BatchResult result =
	transactionLogIterator.getBatch();
	long currSequenceNumber = result.sequenceNumber();
	if (checkValidStartingSeqNumber &&
	currSequenceNumber > 1 + sequenceNumber) {
	throw new SequenceNumberNotFoundException("Unable to read data from" +
	" RocksDB wal to get delta updates. It may have already been" +
	"flushed to SSTs.");
	}
	// If the above condition was not satisfied, then it is OK to reset
	// the flag.
	checkValidStartingSeqNumber = false;
	if (currSequenceNumber <= sequenceNumber) {
	transactionLogIterator.next();
	continue;
	}
	dbUpdatesWrapper.addWriteBatch(result.writeBatch().data(),
	result.sequenceNumber());
	transactionLogIterator.next();
	}
	} catch (RocksDBException e) {
	LOG.error("Unable to get delta updates since sequenceNumber {} ",
	sequenceNumber, e);
	}
	return dbUpdatesWrapper;
	}

	@VisibleForTesting
	public RocksDB getDb() {
	return db;
	}

	}