src/main/java/org/apache/flink/state/benchmark/RocksdbStateBackendRescalingBenchmarkExecutor.java

/*
 * 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
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package org.apache.flink.state.benchmark;

import org.apache.flink.api.common.JobID;
import org.apache.flink.config.ConfigUtil;
import org.apache.flink.config.StateBenchmarkOptions;
import org.apache.flink.configuration.Configuration;
import org.apache.flink.contrib.streaming.state.EmbeddedRocksDBStateBackend;
import org.apache.flink.contrib.streaming.state.benchmark.RescalingBenchmarkBuilder;
import org.apache.flink.runtime.state.storage.FileSystemCheckpointStorage;

import org.openjdk.jmh.annotations.*;
import org.openjdk.jmh.runner.RunnerException;

import java.io.IOException;

import static java.util.concurrent.TimeUnit.MILLISECONDS;
import static org.openjdk.jmh.annotations.Mode.AverageTime;

@OutputTimeUnit(MILLISECONDS)
@BenchmarkMode(AverageTime)
@Warmup(iterations = 3)
public class RocksdbStateBackendRescalingBenchmarkExecutor extends RescalingBenchmarkBase {
    // numberOfKeys = 10_000_000, keyLen = 96, valueLen = 128, state size ~= 2.2GB
    private final int numberOfKeys = 10_000_000;
    private final int keyLen = 96;

    public static void main(String[] args) throws RunnerException {
        runBenchmark(RocksdbStateBackendRescalingBenchmarkExecutor.class);
    }

    @Setup(Level.Trial)
    public void setUp() throws Exception {
        EmbeddedRocksDBStateBackend stateBackend = new EmbeddedRocksDBStateBackend(true);
        Configuration benchMarkConfig = ConfigUtil.loadBenchMarkConf();
        String stateDataDirPath = benchMarkConfig.getString(StateBenchmarkOptions.STATE_DATA_DIR);
        benchmark =
                new RescalingBenchmarkBuilder<byte[]>()
                        .setMaxParallelism(128)
                        .setParallelismBefore(rescaleType.getParallelismBefore())
                        .setParallelismAfter(rescaleType.getParallelismAfter())
                        .setManagedMemorySize(512 * 1024 * 1024)
                        .setCheckpointStorageAccess(
                                new FileSystemCheckpointStorage("file://" + stateDataDirPath)
                                        .createCheckpointStorage(new JobID()))
                        .setStateBackend(stateBackend)
                        .setStreamRecordGenerator(new ByteArrayRecordGenerator(numberOfKeys, keyLen))
                        .setStateProcessFunctionSupplier(TestKeyedFunction::new)
                        .build();
        benchmark.setUp();
    }

    @Setup(Level.Invocation)
    public void setUpPerInvocation() throws Exception {
        benchmark.prepareStateForOperator(rescaleType.getSubtaskIndex());
    }

    @TearDown(Level.Trial)
    public void tearDown() throws IOException {
        benchmark.tearDown();
    }

    @Benchmark
    public void rescaleRocksDB() throws Exception {
        benchmark.rescale();
    }

    @TearDown(Level.Invocation)
    public void tearDownPerInvocation() throws Exception {
        benchmark.closeOperator();
    }
}