JMH microbenchmarks for RocksJava (#6241)

Summary:
This is the start of some JMH microbenchmarks for RocksJava.

Such benchmarks can help us decide on performance improvements of the Java API.

At the moment, I have only added benchmarks for various Comparator options, as that is one of the first areas where I want to improve performance. I plan to expand this to many more tests.

Details of how to compile and run the benchmarks are in the `README.md`.

A run of these on a XEON 3.5 GHz 4vCPU (QEMU Virtual CPU version 2.5+) / 8GB RAM KVM with Ubuntu 18.04, OpenJDK 1.8.0_232, and gcc 8.3.0 produced the following:

```
# Run complete. Total time: 01:43:17

REMEMBER: The numbers below are just data. To gain reusable insights, you need to follow up on
why the numbers are the way they are. Use profilers (see -prof, -lprof), design factorial
experiments, perform baseline and negative tests that provide experimental control, make sure
the benchmarking environment is safe on JVM/OS/HW level, ask for reviews from the domain experts.
Do not assume the numbers tell you what you want them to tell.

Benchmark                                         (comparatorName)   Mode  Cnt       Score       Error  Units
ComparatorBenchmarks.put                           native_bytewise thrpt   25   122373.920 ±  2200.538  ops/s
ComparatorBenchmarks.put              java_bytewise_adaptive_mutex thrpt   25    17388.201 ±  1444.006  ops/s
ComparatorBenchmarks.put          java_bytewise_non-adaptive_mutex thrpt   25    16887.150 ±  1632.204  ops/s
ComparatorBenchmarks.put       java_direct_bytewise_adaptive_mutex thrpt   25    15644.572 ±  1791.189  ops/s
ComparatorBenchmarks.put   java_direct_bytewise_non-adaptive_mutex thrpt   25    14869.601 ±  2252.135  ops/s
ComparatorBenchmarks.put                   native_reverse_bytewise thrpt   25   116528.735 ±  4168.797  ops/s
ComparatorBenchmarks.put      java_reverse_bytewise_adaptive_mutex thrpt   25    10651.975 ±   545.998  ops/s
ComparatorBenchmarks.put  java_reverse_bytewise_non-adaptive_mutex thrpt   25    10514.224 ±   930.069  ops/s
```

Indicating a ~7x difference between comparators implemented natively (C++) and those implemented in Java. Let's see if we can't improve on that in the near future...
Pull Request resolved: https://github.com/facebook/rocksdb/pull/6241

Differential Revision: D19290410

Pulled By: pdillinger

fbshipit-source-id: 25d44bf3a31de265502ed0c5d8a28cf4c7cb9c0b
This commit is contained in:
Adam Retter 2020-01-07 15:44:17 -08:00 committed by Facebook Github Bot
parent 5709e97a74
commit 6477075f2c
9 changed files with 809 additions and 0 deletions

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Copyright (c) 2011-present, Facebook, Inc. All rights reserved.
This source code is licensed under both the GPLv2 (found in the
COPYING file in the root directory) and Apache 2.0 License
(found in the LICENSE.Apache file in the root directory).

18
java/jmh/README.md Normal file
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# JMH Benchmarks for RocksJava
These are micro-benchmarks for RocksJava functionality, using [JMH (Java Microbenchmark Harness)](https://openjdk.java.net/projects/code-tools/jmh/).
## Compiling
**Note**: This uses a specific build of RocksDB that is set in the `<version>` element of the `dependencies` section of the `pom.xml` file. If you are testing local changes you should build and install a SNAPSHOT version of rocksdbjni, and update the `pom.xml` of rocksdbjni-jmh file to test with this.
```bash
$ mvn package
```
## Running
```bash
$ java -jar target/rocksdbjni-jmh-1.0-SNAPSHOT-benchmarks.jar
```
NOTE: you can append `-help` to the command above to see all of the JMH runtime options.

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java/jmh/pom.xml Normal file
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<?xml version="1.0" encoding="UTF-8"?>
<project xmlns="http://maven.apache.org/POM/4.0.0"
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
<modelVersion>4.0.0</modelVersion>
<groupId>org.rocksdb</groupId>
<artifactId>rocksdbjni-jmh</artifactId>
<version>1.0-SNAPSHOT</version>
<url>http://rocksdb.org/</url>
<name>rocksdbjni-jmh</name>
<description>JMH Benchmarks for RocksDB Java API</description>
<organization>
<name>Facebook, Inc.</name>
<url>https://www.facebook.com</url>
</organization>
<licenses>
<license>
<name>Apache License 2.0</name>
<url>http://www.apache.org/licenses/LICENSE-2.0.html</url>
<distribution>repo</distribution>
</license>
<license>
<name>GNU General Public License, version 2</name>
<url>http://www.gnu.org/licenses/gpl-2.0.html</url>
<distribution>repo</distribution>
</license>
</licenses>
<scm>
<connection>scm:git:git://github.com/facebook/rocksdb.git</connection>
<developerConnection>scm:git:git@github.com:facebook/rocksdb.git</developerConnection>
<url>http://github.com/facebook/rocksdb/</url>
</scm>
<properties>
<project.build.source>1.7</project.build.source>
<project.build.target>1.7</project.build.target>
<project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
<jmh.version>1.22</jmh.version>
<uberjar.name>benchmarks</uberjar.name>
</properties>
<dependencies>
<dependency>
<groupId>org.rocksdb</groupId>
<artifactId>rocksdbjni</artifactId>
<version>6.4.6</version>
</dependency>
<dependency>
<groupId>org.openjdk.jmh</groupId>
<artifactId>jmh-core</artifactId>
<version>${jmh.version}</version>
</dependency>
<dependency>
<groupId>org.openjdk.jmh</groupId>
<artifactId>jmh-generator-annprocess</artifactId>
<version>${jmh.version}</version>
<scope>provided</scope>
</dependency>
</dependencies>
<build>
<plugins>
<plugin>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-compiler-plugin</artifactId>
<version>3.8.1</version>
<configuration>
<source>${project.build.source}</source>
<target>${project.build.target}</target>
<encoding>${project.build.sourceEncoding}</encoding>
</configuration>
</plugin>
<plugin>
<groupId>com.mycila</groupId>
<artifactId>license-maven-plugin</artifactId>
<version>3.0</version>
<inherited>true</inherited>
<configuration>
<header>LICENSE-HEADER.txt</header>
<failIfMissing>true</failIfMissing>
<aggregate>true</aggregate>
<strictCheck>true</strictCheck>
<excludes>
<exclude>pom.xml</exclude>
</excludes>
<encoding>${project.build.sourceEncoding}</encoding>
</configuration>
</plugin>
<plugin>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-shade-plugin</artifactId>
<version>3.2.1</version>
<executions>
<execution>
<phase>package</phase>
<goals>
<goal>shade</goal>
</goals>
<configuration>
<finalName>${project.artifactId}-${project.version}-${uberjar.name}</finalName>
<transformers>
<transformer implementation="org.apache.maven.plugins.shade.resource.ManifestResourceTransformer">
<mainClass>org.openjdk.jmh.Main</mainClass>
</transformer>
</transformers>
<filters>
<filter>
<!--
Shading signed JARs will fail without this.
http://stackoverflow.com/questions/999489/invalid-signature-file-when-attempting-to-run-a-jar
-->
<artifact>*:*</artifact>
<excludes>
<exclude>META-INF/*.SF</exclude>
<exclude>META-INF/*.DSA</exclude>
<exclude>META-INF/*.RSA</exclude>
</excludes>
</filter>
</filters>
</configuration>
</execution>
</executions>
</plugin>
</plugins>
</build>
</project>

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/**
* Copyright (c) 2011-present, Facebook, Inc. All rights reserved.
* This source code is licensed under both the GPLv2 (found in the
* COPYING file in the root directory) and Apache 2.0 License
* (found in the LICENSE.Apache file in the root directory).
*/
package org.rocksdb.jmh;
import org.openjdk.jmh.annotations.*;
import org.rocksdb.*;
import org.rocksdb.util.BytewiseComparator;
import org.rocksdb.util.DirectBytewiseComparator;
import org.rocksdb.util.FileUtils;
import org.rocksdb.util.ReverseBytewiseComparator;
import java.io.IOException;
import java.nio.file.Files;
import java.nio.file.Path;
import java.util.concurrent.atomic.AtomicInteger;
import static org.rocksdb.util.KVUtils.ba;
@State(Scope.Benchmark)
public class ComparatorBenchmarks {
@Param({
"native_bytewise",
"native_reverse_bytewise",
"java_bytewise_adaptive_mutex",
"java_bytewise_non-adaptive_mutex",
"java_reverse_bytewise_adaptive_mutex",
"java_reverse_bytewise_non-adaptive_mutex",
"java_direct_bytewise_adaptive_mutex",
"java_direct_bytewise_non-adaptive_mutex"
})
public String comparatorName;
Path dbDir;
ComparatorOptions comparatorOptions;
AbstractComparator comparator;
Options options;
RocksDB db;
@Setup(Level.Trial)
public void setup() throws IOException, RocksDBException {
RocksDB.loadLibrary();
dbDir = Files.createTempDirectory("rocksjava-comparator-benchmarks");
options = new Options()
.setCreateIfMissing(true);
if (comparatorName == null || "native_bytewise".equals(comparatorName)) {
options.setComparator(BuiltinComparator.BYTEWISE_COMPARATOR);
} else if ("native_reverse_bytewise".equals(comparatorName)) {
options.setComparator(BuiltinComparator.REVERSE_BYTEWISE_COMPARATOR);
} else if ("java_bytewise_adaptive_mutex".equals(comparatorName)) {
comparatorOptions = new ComparatorOptions()
.setUseAdaptiveMutex(true);
comparator = new BytewiseComparator(comparatorOptions);
options.setComparator(comparator);
} else if ("java_bytewise_non-adaptive_mutex".equals(comparatorName)) {
comparatorOptions = new ComparatorOptions()
.setUseAdaptiveMutex(false);
comparator = new BytewiseComparator(comparatorOptions);
options.setComparator(comparator);
} else if ("java_reverse_bytewise_adaptive_mutex".equals(comparatorName)) {
comparatorOptions = new ComparatorOptions()
.setUseAdaptiveMutex(true);
comparator = new ReverseBytewiseComparator(comparatorOptions);
options.setComparator(comparator);
} else if ("java_reverse_bytewise_non-adaptive_mutex".equals(comparatorName)) {
comparatorOptions = new ComparatorOptions()
.setUseAdaptiveMutex(false);
comparator = new ReverseBytewiseComparator(comparatorOptions);
options.setComparator(comparator);
} else if ("java_direct_bytewise_adaptive_mutex".equals(comparatorName)) {
comparatorOptions = new ComparatorOptions()
.setUseAdaptiveMutex(true);
comparator = new DirectBytewiseComparator(comparatorOptions);
options.setComparator(comparator);
} else if ("java_direct_bytewise_non-adaptive_mutex".equals(comparatorName)) {
comparatorOptions = new ComparatorOptions()
.setUseAdaptiveMutex(false);
comparator = new DirectBytewiseComparator(comparatorOptions);
options.setComparator(comparator);
} else {
throw new IllegalArgumentException("Unknown comparator name: " + comparatorName);
}
db = RocksDB.open(options, dbDir.toAbsolutePath().toString());
}
@TearDown(Level.Trial)
public void cleanup() throws IOException {
db.close();
if (comparator != null) {
comparator.close();
}
if (comparatorOptions != null) {
comparatorOptions.close();
}
options.close();
FileUtils.delete(dbDir);
}
@State(Scope.Benchmark)
public static class Counter {
private final AtomicInteger count = new AtomicInteger();
public int next() {
return count.getAndIncrement();
}
}
@Benchmark
public void put(final Counter counter) throws RocksDBException {
final int i = counter.next();
db.put(ba("key" + i), ba("value" + i));
}
}

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/**
* Copyright (c) 2011-present, Facebook, Inc. All rights reserved.
* This source code is licensed under both the GPLv2 (found in the
* COPYING file in the root directory) and Apache 2.0 License
* (found in the LICENSE.Apache file in the root directory).
*/
package org.rocksdb.jmh;
import org.openjdk.jmh.annotations.*;
import org.rocksdb.*;
import org.rocksdb.util.FileUtils;
import java.io.IOException;
import java.nio.file.Files;
import java.nio.file.Path;
import java.util.ArrayList;
import java.util.List;
import java.util.concurrent.atomic.AtomicInteger;
import static org.rocksdb.util.KVUtils.ba;
@State(Scope.Benchmark)
public class GetBenchmarks {
@Param({
"no_column_family",
"1_column_family",
"20_column_families",
"100_column_families"
})
String columnFamilyTestType;
@Param("100000")
int keyCount;
Path dbDir;
DBOptions options;
int cfs = 0; // number of column families
private AtomicInteger cfHandlesIdx;
ColumnFamilyHandle[] cfHandles;
RocksDB db;
private final AtomicInteger keyIndex = new AtomicInteger();
@Setup(Level.Trial)
public void setup() throws IOException, RocksDBException {
RocksDB.loadLibrary();
dbDir = Files.createTempDirectory("rocksjava-get-benchmarks");
options = new DBOptions()
.setCreateIfMissing(true)
.setCreateMissingColumnFamilies(true);
final List<ColumnFamilyDescriptor> cfDescriptors = new ArrayList<>();
cfDescriptors.add(new ColumnFamilyDescriptor(RocksDB.DEFAULT_COLUMN_FAMILY));
if ("1_column_family".equals(columnFamilyTestType)) {
cfs = 1;
} else if ("20_column_families".equals(columnFamilyTestType)) {
cfs = 20;
} else if ("100_column_families".equals(columnFamilyTestType)) {
cfs = 100;
}
if (cfs > 0) {
cfHandlesIdx = new AtomicInteger(1);
for (int i = 1; i <= cfs; i++) {
cfDescriptors.add(new ColumnFamilyDescriptor(ba("cf" + i)));
}
}
final List<ColumnFamilyHandle> cfHandlesList = new ArrayList<>(cfDescriptors.size());
db = RocksDB.open(options, dbDir.toAbsolutePath().toString(), cfDescriptors, cfHandlesList);
cfHandles = cfHandlesList.toArray(new ColumnFamilyHandle[0]);
// store initial data for retrieving via get
for (int i = 0; i < cfs; i++) {
for (int j = 0; j < keyCount; j++) {
db.put(cfHandles[i], ba("key" + j), ba("value" + j));
}
}
try (final FlushOptions flushOptions = new FlushOptions()
.setWaitForFlush(true)) {
db.flush(flushOptions);
}
}
@TearDown(Level.Trial)
public void cleanup() throws IOException {
for (final ColumnFamilyHandle cfHandle : cfHandles) {
cfHandle.close();
}
db.close();
options.close();
FileUtils.delete(dbDir);
}
private ColumnFamilyHandle getColumnFamily() {
if (cfs == 0) {
return cfHandles[0];
} else if (cfs == 1) {
return cfHandles[1];
} else {
int idx = cfHandlesIdx.getAndIncrement();
if (idx > cfs) {
cfHandlesIdx.set(1); // doesn't ensure a perfect distribution, but it's ok
idx = 0;
}
return cfHandles[idx];
}
}
/**
* Takes the next position in the index.
*/
private int next() {
int idx;
int nextIdx;
while (true) {
idx = keyIndex.get();
nextIdx = idx + 1;
if (nextIdx >= keyCount) {
nextIdx = 0;
}
if (keyIndex.compareAndSet(idx, nextIdx)) {
break;
}
}
return idx;
}
@Benchmark
public byte[] get() throws RocksDBException {
final int keyIdx = next();
return db.get(getColumnFamily(), ba("key" + keyIdx));
}
}

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/**
* Copyright (c) 2011-present, Facebook, Inc. All rights reserved.
* This source code is licensed under both the GPLv2 (found in the
* COPYING file in the root directory) and Apache 2.0 License
* (found in the LICENSE.Apache file in the root directory).
*/
package org.rocksdb.jmh;
import org.openjdk.jmh.annotations.*;
import org.rocksdb.*;
import org.rocksdb.util.FileUtils;
import java.io.IOException;
import java.nio.file.Files;
import java.nio.file.Path;
import java.util.ArrayList;
import java.util.List;
import java.util.concurrent.atomic.AtomicInteger;
import static org.rocksdb.util.KVUtils.ba;
import static org.rocksdb.util.KVUtils.keys;
@State(Scope.Benchmark)
public class MultiGetBenchmarks {
@Param({
"no_column_family",
"1_column_family",
"20_column_families",
"100_column_families"
})
String columnFamilyTestType;
@Param("100000")
int keyCount;
@Param({
"10",
"100",
"1000",
"10000",
})
int multiGetSize;
Path dbDir;
DBOptions options;
int cfs = 0; // number of column families
private AtomicInteger cfHandlesIdx;
ColumnFamilyHandle[] cfHandles;
RocksDB db;
private final AtomicInteger keyIndex = new AtomicInteger();
@Setup(Level.Trial)
public void setup() throws IOException, RocksDBException {
RocksDB.loadLibrary();
dbDir = Files.createTempDirectory("rocksjava-multiget-benchmarks");
options = new DBOptions()
.setCreateIfMissing(true)
.setCreateMissingColumnFamilies(true);
final List<ColumnFamilyDescriptor> cfDescriptors = new ArrayList<>();
cfDescriptors.add(new ColumnFamilyDescriptor(RocksDB.DEFAULT_COLUMN_FAMILY));
if ("1_column_family".equals(columnFamilyTestType)) {
cfs = 1;
} else if ("20_column_families".equals(columnFamilyTestType)) {
cfs = 20;
} else if ("100_column_families".equals(columnFamilyTestType)) {
cfs = 100;
}
if (cfs > 0) {
cfHandlesIdx = new AtomicInteger(1);
for (int i = 1; i <= cfs; i++) {
cfDescriptors.add(new ColumnFamilyDescriptor(ba("cf" + i)));
}
}
final List<ColumnFamilyHandle> cfHandlesList = new ArrayList<>(cfDescriptors.size());
db = RocksDB.open(options, dbDir.toAbsolutePath().toString(), cfDescriptors, cfHandlesList);
cfHandles = cfHandlesList.toArray(new ColumnFamilyHandle[0]);
// store initial data for retrieving via get
for (int i = 0; i < cfs; i++) {
for (int j = 0; j < keyCount; j++) {
db.put(cfHandles[i], ba("key" + j), ba("value" + j));
}
}
try (final FlushOptions flushOptions = new FlushOptions()
.setWaitForFlush(true)) {
db.flush(flushOptions);
}
}
@TearDown(Level.Trial)
public void cleanup() throws IOException {
for (final ColumnFamilyHandle cfHandle : cfHandles) {
cfHandle.close();
}
db.close();
options.close();
FileUtils.delete(dbDir);
}
private ColumnFamilyHandle getColumnFamily() {
if (cfs == 0) {
return cfHandles[0];
} else if (cfs == 1) {
return cfHandles[1];
} else {
int idx = cfHandlesIdx.getAndIncrement();
if (idx > cfs) {
cfHandlesIdx.set(1); // doesn't ensure a perfect distribution, but it's ok
idx = 0;
}
return cfHandles[idx];
}
}
/**
* Reserves the next {@inc} positions in the index.
*
* @param inc the number by which to increment the index
* @param limit the limit for the index
* @return the index before {@code inc} is added
*/
private int next(final int inc, final int limit) {
int idx;
int nextIdx;
while (true) {
idx = keyIndex.get();
nextIdx = idx + inc;
if (nextIdx >= limit) {
nextIdx = inc;
}
if (keyIndex.compareAndSet(idx, nextIdx)) {
break;
}
}
if (nextIdx >= limit) {
return -1;
} else {
return idx;
}
}
@Benchmark
public List<byte[]> multiGet10() throws RocksDBException {
final int fromKeyIdx = next(multiGetSize, keyCount);
final List<byte[]> keys = keys(fromKeyIdx, fromKeyIdx + multiGetSize);
return db.multiGetAsList(keys);
}
}

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/**
* Copyright (c) 2011-present, Facebook, Inc. All rights reserved.
* This source code is licensed under both the GPLv2 (found in the
* COPYING file in the root directory) and Apache 2.0 License
* (found in the LICENSE.Apache file in the root directory).
*/
package org.rocksdb.jmh;
import org.openjdk.jmh.annotations.*;
import org.rocksdb.*;
import org.rocksdb.util.FileUtils;
import java.io.IOException;
import java.nio.file.Files;
import java.nio.file.Path;
import java.util.ArrayList;
import java.util.List;
import java.util.concurrent.atomic.AtomicInteger;
import static org.rocksdb.util.KVUtils.ba;
@State(Scope.Benchmark)
public class PutBenchmarks {
@Param({
"no_column_family",
"1_column_family",
"20_column_families",
"100_column_families"
})
String columnFamilyTestType;
Path dbDir;
DBOptions options;
int cfs = 0; // number of column families
private AtomicInteger cfHandlesIdx;
ColumnFamilyHandle[] cfHandles;
RocksDB db;
@Setup(Level.Trial)
public void setup() throws IOException, RocksDBException {
RocksDB.loadLibrary();
dbDir = Files.createTempDirectory("rocksjava-put-benchmarks");
options = new DBOptions()
.setCreateIfMissing(true)
.setCreateMissingColumnFamilies(true);
final List<ColumnFamilyDescriptor> cfDescriptors = new ArrayList<>();
cfDescriptors.add(new ColumnFamilyDescriptor(RocksDB.DEFAULT_COLUMN_FAMILY));
if ("1_column_family".equals(columnFamilyTestType)) {
cfs = 1;
} else if ("20_column_families".equals(columnFamilyTestType)) {
cfs = 20;
} else if ("100_column_families".equals(columnFamilyTestType)) {
cfs = 100;
}
if (cfs > 0) {
cfHandlesIdx = new AtomicInteger(1);
for (int i = 1; i <= cfs; i++) {
cfDescriptors.add(new ColumnFamilyDescriptor(ba("cf" + i)));
}
}
final List<ColumnFamilyHandle> cfHandlesList = new ArrayList<>(cfDescriptors.size());
db = RocksDB.open(options, dbDir.toAbsolutePath().toString(), cfDescriptors, cfHandlesList);
cfHandles = cfHandlesList.toArray(new ColumnFamilyHandle[0]);
}
@TearDown(Level.Trial)
public void cleanup() throws IOException {
for (final ColumnFamilyHandle cfHandle : cfHandles) {
cfHandle.close();
}
db.close();
options.close();
FileUtils.delete(dbDir);
}
private ColumnFamilyHandle getColumnFamily() {
if (cfs == 0) {
return cfHandles[0];
} else if (cfs == 1) {
return cfHandles[1];
} else {
int idx = cfHandlesIdx.getAndIncrement();
if (idx > cfs) {
cfHandlesIdx.set(1); // doesn't ensure a perfect distribution, but it's ok
idx = 0;
}
return cfHandles[idx];
}
}
@State(Scope.Benchmark)
public static class Counter {
private final AtomicInteger count = new AtomicInteger();
public int next() {
return count.getAndIncrement();
}
}
@Benchmark
public void put(final ComparatorBenchmarks.Counter counter) throws RocksDBException {
final int i = counter.next();
db.put(getColumnFamily(), ba("key" + i), ba("value" + i));
}
}

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/**
* Copyright (c) 2011-present, Facebook, Inc. All rights reserved.
* This source code is licensed under both the GPLv2 (found in the
* COPYING file in the root directory) and Apache 2.0 License
* (found in the LICENSE.Apache file in the root directory).
*/
package org.rocksdb.util;
import java.io.IOException;
import java.nio.file.FileVisitResult;
import java.nio.file.Files;
import java.nio.file.Path;
import java.nio.file.SimpleFileVisitor;
import java.nio.file.attribute.BasicFileAttributes;
public final class FileUtils {
private static final SimpleFileVisitor<Path> DELETE_DIR_VISITOR = new DeleteDirVisitor();
/**
* Deletes a path from the filesystem
*
* If the path is a directory its contents
* will be recursively deleted before it itself
* is deleted.
*
* Note that removal of a directory is not an atomic-operation
* and so if an error occurs during removal, some of the directories
* descendants may have already been removed
*
* @param path the path to delete.
*
* @throws IOException if an error occurs whilst removing a file or directory
*/
public static void delete(final Path path) throws IOException {
if (!Files.isDirectory(path)) {
Files.deleteIfExists(path);
} else {
Files.walkFileTree(path, DELETE_DIR_VISITOR);
}
}
private static class DeleteDirVisitor extends SimpleFileVisitor<Path> {
@Override
public FileVisitResult visitFile(final Path file, final BasicFileAttributes attrs) throws IOException {
Files.deleteIfExists(file);
return FileVisitResult.CONTINUE;
}
@Override
public FileVisitResult postVisitDirectory(final Path dir, final IOException exc) throws IOException {
if (exc != null) {
throw exc;
}
Files.deleteIfExists(dir);
return FileVisitResult.CONTINUE;
}
}
}

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/**
* Copyright (c) 2011-present, Facebook, Inc. All rights reserved.
* This source code is licensed under both the GPLv2 (found in the
* COPYING file in the root directory) and Apache 2.0 License
* (found in the LICENSE.Apache file in the root directory).
*/
package org.rocksdb.util;
import java.util.ArrayList;
import java.util.List;
import static java.nio.charset.StandardCharsets.UTF_8;
public final class KVUtils {
/**
* Get a byte array from a string.
*
* Assumes UTF-8 encoding
*
* @param string the string
*
* @return the bytes.
*/
public static byte[] ba(final String string) {
return string.getBytes(UTF_8);
}
/**
* Get a string from a byte array.
*
* Assumes UTF-8 encoding
*
* @param bytes the bytes
*
* @return the string.
*/
public static String str(final byte[] bytes) {
return new String(bytes, UTF_8);
}
/**
* Get a list of keys where the keys are named key1..key1+N
* in the range of {@code from} to {@code to} i.e. keyFrom..keyTo.
*
* @param from the first key
* @param to the last key
*
* @return the array of keys
*/
public static List<byte[]> keys(final int from, final int to) {
final List<byte[]> keys = new ArrayList<>(to - from);
for (int i = from; i < to; i++) {
keys.add(ba("key" + i));
}
return keys;
}
}