Github user bowenli86 commented on a diff in the pull request:

    https://github.com/apache/flink/pull/5650#discussion_r174231173
  
    --- Diff: 
flink-state-backends/flink-statebackend-rocksdb/src/test/java/org/apache/flink/contrib/streaming/state/RocksDBWriteBatchWrapperTest.java
 ---
    @@ -0,0 +1,159 @@
    +/*
    + * 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.flink.contrib.streaming.state;
    +
    +import org.apache.flink.api.java.tuple.Tuple2;
    +
    +import org.junit.Assert;
    +import org.junit.Ignore;
    +import org.junit.Rule;
    +import org.junit.Test;
    +import org.junit.rules.TemporaryFolder;
    +import org.rocksdb.ColumnFamilyDescriptor;
    +import org.rocksdb.ColumnFamilyHandle;
    +import org.rocksdb.RocksDB;
    +import org.rocksdb.WriteOptions;
    +
    +import java.util.ArrayList;
    +import java.util.List;
    +
    +/**
    + * Tests to guard {@link RocksDBWriteBatchWrapper}.
    + */
    +public class RocksDBWriteBatchWrapperTest {
    +
    +   @Rule
    +   public TemporaryFolder folder = new TemporaryFolder();
    +
    +   @Test
    +   public void basicTest() throws Exception {
    +
    +           List<Tuple2<byte[], byte[]>> data = new ArrayList<>(10000);
    +           for (int i = 0; i < 10000; ++i) {
    +                   data.add(new Tuple2<>(("key:" + i).getBytes(), 
("value:" + i).getBytes()));
    +           }
    +
    +           try (RocksDB db = 
RocksDB.open(folder.newFolder().getAbsolutePath());
    +                   WriteOptions options = new 
WriteOptions().setDisableWAL(true);
    +                   ColumnFamilyHandle handle = db.createColumnFamily(new 
ColumnFamilyDescriptor("test".getBytes()));
    +                   RocksDBWriteBatchWrapper writeBatchWrapper = new 
RocksDBWriteBatchWrapper(db, options, 200)) {
    +
    +                   // insert data
    +                   for (Tuple2<byte[], byte[]> item : data) {
    +                           writeBatchWrapper.put(handle, item.f0, item.f1);
    +                   }
    +                   writeBatchWrapper.flush();
    +
    +                   // valid result
    +                   for (Tuple2<byte[], byte[]> item : data) {
    +                           Assert.assertArrayEquals(item.f1, 
db.get(handle, item.f0));
    +                   }
    +           }
    +   }
    +
    +   @Test
    +   @Ignore
    +   public void benchMark() throws Exception {
    +
    +           // put with disableWAL=true VS put with disableWAL=false
    +           System.out.println("--> put with disableWAL=true VS put with 
disableWAL=false <--");
    +           benchMarkHelper(1_000, true, WRITETYPE.PUT);
    +           benchMarkHelper(1_000, false, WRITETYPE.PUT);
    +
    +           benchMarkHelper(10_000, true, WRITETYPE.PUT);
    +           benchMarkHelper(10_000, false, WRITETYPE.PUT);
    +
    +           benchMarkHelper(100_000, true, WRITETYPE.PUT);
    +           benchMarkHelper(100_000, false, WRITETYPE.PUT);
    +
    +           benchMarkHelper(1_000_000, true, WRITETYPE.PUT);
    +           benchMarkHelper(1_000_000, false, WRITETYPE.PUT);
    +
    +           // put with disableWAL=true VS write batch with disableWAL=false
    +           System.out.println("--> put with disableWAL=true VS write batch 
with disableWAL=false <--");
    +           benchMarkHelper(1_000, true, WRITETYPE.PUT);
    +           benchMarkHelper(1_000, false, WRITETYPE.WRITE_BATCH);
    +
    +           benchMarkHelper(10_000, true, WRITETYPE.PUT);
    +           benchMarkHelper(10_000, false, WRITETYPE.WRITE_BATCH);
    +
    +           benchMarkHelper(100_000, true, WRITETYPE.PUT);
    +           benchMarkHelper(100_000, false, WRITETYPE.WRITE_BATCH);
    +
    +           benchMarkHelper(1_000_000, true, WRITETYPE.PUT);
    +           benchMarkHelper(1_000_000, false, WRITETYPE.WRITE_BATCH);
    +
    +           // write batch with disableWAL=true VS write batch disableWAL = 
true
    +           System.out.println("--> write batch with disableWAL=true VS 
write batch disableWAL = true <--");
    +           benchMarkHelper(1_000, true, WRITETYPE.WRITE_BATCH);
    +           benchMarkHelper(1_000, false, WRITETYPE.WRITE_BATCH);
    +
    +           benchMarkHelper(10_000, true, WRITETYPE.WRITE_BATCH);
    +           benchMarkHelper(10_000, false, WRITETYPE.WRITE_BATCH);
    +
    +           benchMarkHelper(100_000, true, WRITETYPE.WRITE_BATCH);
    +           benchMarkHelper(100_000, false, WRITETYPE.WRITE_BATCH);
    +
    +           benchMarkHelper(1_000_000, true, WRITETYPE.WRITE_BATCH);
    +           benchMarkHelper(1_000_000, false, WRITETYPE.WRITE_BATCH);
    +   }
    +
    +   private enum WRITETYPE {PUT, WRITE_BATCH}
    +
    +   private void benchMarkHelper(int number, boolean disableWAL, WRITETYPE 
type) throws Exception {
    +
    +           List<Tuple2<byte[], byte[]>> data = new ArrayList<>(number);
    +           for (int i = 0; i < number; ++i) {
    +                   data.add(new Tuple2<>(("key key key key key key" + 
i).getBytes(),
    +                           ("value value value value value" + 
i).getBytes()));
    +           }
    +
    +           System.out.print("number:" + number);
    +           switch (type) {
    +                   case PUT:
    +                           try (RocksDB db = 
RocksDB.open(folder.newFolder().getAbsolutePath());
    +                                   WriteOptions options = new 
WriteOptions().setDisableWAL(disableWAL);
    +                                   ColumnFamilyHandle handle = 
db.createColumnFamily(new ColumnFamilyDescriptor("test".getBytes()))) {
    +                                   long t1 = System.currentTimeMillis();
    +                                   for (Tuple2<byte[], byte[]> item : 
data) {
    +                                           db.put(handle, options, 
item.f0, item.f1);
    +                                   }
    +                                   long t2 = System.currentTimeMillis();
    +                                   System.out.println(" put cost:" + (t2 - 
t1) + " ms");
    +                           }
    +                           break;
    +                   case WRITE_BATCH:
    +                           try (RocksDB db = 
RocksDB.open(folder.newFolder().getAbsolutePath());
    +                                   WriteOptions options = new 
WriteOptions().setDisableWAL(disableWAL);
    +                                   ColumnFamilyHandle handle = 
db.createColumnFamily(new ColumnFamilyDescriptor("test".getBytes()));
    +                                   RocksDBWriteBatchWrapper 
writeBatchWrapper = new RocksDBWriteBatchWrapper(db, options, 200)) {
    +                                   long t1 = System.currentTimeMillis();
    +                                   for (Tuple2<byte[], byte[]> item : 
data) {
    +                                           writeBatchWrapper.put(handle, 
item.f0, item.f1);
    +                                   }
    +                                   writeBatchWrapper.flush();
    +                                   long t2 = System.currentTimeMillis();
    +                                   System.out.println(" write batch cost:" 
+ (t2 - t1) + " ms");
    --- End diff --
    
    ditto


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