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Add a simple PinotFS benchmark driver (#5160)
* Add a simple PinotFS benchmark driver This benchmark tests the performance of pinotFS operations. * addressing comments
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Seunghyun Lee
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Mar 26, 2020
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pinot-tools/src/main/java/org/apache/pinot/tools/filesystem/PinotFSBenchmarkDriver.java
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/** | ||
* 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.pinot.tools.filesystem; | ||
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import com.google.common.base.Preconditions; | ||
import java.io.File; | ||
import java.io.FileInputStream; | ||
import java.io.IOException; | ||
import java.io.InputStream; | ||
import java.io.RandomAccessFile; | ||
import java.net.URI; | ||
import java.net.URISyntaxException; | ||
import java.security.MessageDigest; | ||
import org.apache.commons.configuration.Configuration; | ||
import org.apache.commons.configuration.ConfigurationException; | ||
import org.apache.commons.configuration.PropertiesConfiguration; | ||
import org.apache.commons.io.FileUtils; | ||
import org.apache.pinot.spi.filesystem.PinotFS; | ||
import org.apache.pinot.spi.filesystem.PinotFSFactory; | ||
import org.apache.pinot.spi.plugin.PluginManager; | ||
import org.slf4j.Logger; | ||
import org.slf4j.LoggerFactory; | ||
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public class PinotFSBenchmarkDriver { | ||
private static final Logger LOGGER = LoggerFactory.getLogger(PinotFSBenchmarkDriver.class); | ||
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private static final int DEFAULT_NUM_SEGMENTS_FOR_LIST_TEST = 1000; | ||
private static final int DEFAULT_DATA_SIZE_IN_MB_FOR_COPY_TEST = 1024; // 1GB | ||
private static final int DEFAULT_NUM_OPS = 5; // 5 | ||
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private String _mode; | ||
private PinotFS _pinotFS; | ||
private URI _baseDirectoryUri; | ||
private File _localTempDir; | ||
private int _numSegmentsForListFilesTest; | ||
private int _numOps; | ||
private int _dataSizeInMBsForCopyTest; | ||
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public PinotFSBenchmarkDriver(String mode, String configFilePath, String baseDirectoryUri, String localTempDir, | ||
Integer numSegmentsForListFilesTest, Integer dataSizeInMBsForCopyTest, Integer numOps) throws ConfigurationException { | ||
Configuration configuration = new PropertiesConfiguration(new File(configFilePath)); | ||
PinotFSFactory.init(configuration); | ||
_mode = mode; | ||
_baseDirectoryUri = URI.create(baseDirectoryUri); | ||
_pinotFS = PinotFSFactory.create(_baseDirectoryUri.getScheme()); | ||
_localTempDir = | ||
(localTempDir != null) ? new File(localTempDir) : new File(FileUtils.getTempDirectory(), "benchmark"); | ||
_numSegmentsForListFilesTest = | ||
(numSegmentsForListFilesTest != null) ? numSegmentsForListFilesTest : DEFAULT_NUM_SEGMENTS_FOR_LIST_TEST; | ||
_numOps = (numOps != null) ? numOps : DEFAULT_NUM_OPS; | ||
_dataSizeInMBsForCopyTest = | ||
(dataSizeInMBsForCopyTest != null) ? dataSizeInMBsForCopyTest : DEFAULT_DATA_SIZE_IN_MB_FOR_COPY_TEST; | ||
LOGGER.info("PinotFS has been initialized sucessfully. (mode = {}, pinotFSClass = {}, configFile = {}, " | ||
+ "baseDirectoryUri = {}, localTempDir = {}, numSegmentsForListFilesTest = {}, " | ||
+ "dataSizeInMBsForCopyTest = {}, numOps = {})", _mode, _pinotFS.getClass().getSimpleName(), configFilePath, | ||
baseDirectoryUri, _localTempDir, _numSegmentsForListFilesTest, _dataSizeInMBsForCopyTest, _numOps); | ||
} | ||
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public void run() throws Exception { | ||
prepareBenchmark(); | ||
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switch (_mode.toUpperCase()) { | ||
case "ALL": | ||
testListFilesInMultipleDirectories(); | ||
testListFiles(); | ||
testCopies(); | ||
break; | ||
case "LISTFILES": | ||
testListFiles(); | ||
break; | ||
case "COPY": | ||
testCopies(); | ||
break; | ||
default: | ||
throw new RuntimeException("Not Supported Mode: " + _mode); | ||
} | ||
cleanUpBenchmark(); | ||
} | ||
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private void prepareBenchmark() throws IOException { | ||
// Clean up base directory | ||
if (_pinotFS.exists(_baseDirectoryUri)) { | ||
_pinotFS.delete(_baseDirectoryUri, true); | ||
} | ||
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if (_localTempDir.exists()) { | ||
_localTempDir.delete(); | ||
} | ||
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// Set up the base directory | ||
_pinotFS.mkdir(_baseDirectoryUri); | ||
_localTempDir.mkdir(); | ||
} | ||
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private void cleanUpBenchmark() throws IOException { | ||
_pinotFS.delete(_baseDirectoryUri, true); | ||
FileUtils.deleteQuietly(_localTempDir); | ||
LOGGER.info("Working directories have been cleaned up successfully. (baseDirectoryUri={}, localTempDir={})", | ||
_baseDirectoryUri, _localTempDir); | ||
} | ||
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private void testListFilesInMultipleDirectories() throws Exception { | ||
LOGGER.info("========= List Files in Multiple Directories =========="); | ||
long prepareTime = System.currentTimeMillis(); | ||
URI listTestUri = combinePath(_baseDirectoryUri, "listTestMultipleFile"); | ||
_pinotFS.mkdir(listTestUri); | ||
LOGGER.info("Created {} for list test...", listTestUri); | ||
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int numSegments = 1; | ||
for (int i = 0; i < 5; i++) { | ||
String directoryPath = "directory_" + i; | ||
File tmpDirectory = new File(_localTempDir.getPath(), directoryPath); | ||
URI directoryUri = combinePath(listTestUri, directoryPath); | ||
tmpDirectory.mkdir(); | ||
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for (int j = 0; j < numSegments; j++) { | ||
String relativePath = "segment_" + j; | ||
File tmpFile = new File(tmpDirectory, relativePath); | ||
tmpFile.createNewFile(); | ||
_pinotFS.copyFromLocalFile(tmpFile, combinePath(directoryUri, relativePath)); | ||
} | ||
LOGGER.info("Took {} ms to create {} segments for directory_{}", | ||
System.currentTimeMillis() - prepareTime, numSegments, i); | ||
numSegments *= 10; | ||
} | ||
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// reset numSegments | ||
numSegments = 1; | ||
for (int i = 0; i < 5; i++) { | ||
for (int j = 0; j < _numOps; j++) { | ||
URI directoryUri = combinePath(listTestUri, "directory_" + i); | ||
long listFilesStart = System.currentTimeMillis(); | ||
String[] lists = _pinotFS.listFiles(directoryUri, true); | ||
LOGGER.info("{}: took {} ms to listFiles. directory_{} ({} segments)", j, | ||
System.currentTimeMillis() - listFilesStart, i, lists.length); | ||
Preconditions.checkState(lists.length == numSegments); | ||
} | ||
numSegments *= 10; | ||
} | ||
} | ||
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private void testListFiles() throws Exception { | ||
LOGGER.info("========= List Files =========="); | ||
long testStartTime = System.currentTimeMillis(); | ||
URI listTestUri = combinePath(_baseDirectoryUri, "listTest"); | ||
_pinotFS.mkdir(listTestUri); | ||
LOGGER.info("Created {} for list test...", listTestUri); | ||
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for (int i = 0; i < _numSegmentsForListFilesTest; i++) { | ||
String relativePath = "segment_" + i; | ||
File tmpFile = new File(_localTempDir.getPath(), relativePath); | ||
tmpFile.createNewFile(); | ||
_pinotFS.copyFromLocalFile(tmpFile, combinePath(listTestUri, relativePath)); | ||
} | ||
LOGGER.info("Took {} ms to create {} segments.", | ||
System.currentTimeMillis() - testStartTime, _numSegmentsForListFilesTest); | ||
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for (int i = 0; i < _numOps; i++) { | ||
long listFilesStart = System.currentTimeMillis(); | ||
String[] lists = _pinotFS.listFiles(listTestUri, true); | ||
LOGGER.info("{}: took {} ms to listFiles.", i, System.currentTimeMillis() - listFilesStart); | ||
Preconditions.checkState(lists.length == _numSegmentsForListFilesTest); | ||
} | ||
} | ||
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private void testCopies() throws Exception { | ||
LOGGER.info("\n========= Uploads and Downloads =========="); | ||
URI copyTestUri = combinePath(_baseDirectoryUri, "copyFiles"); | ||
_pinotFS.mkdir(copyTestUri); | ||
LOGGER.info("Created {} for copy test...", copyTestUri); | ||
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long fileSizeInBytes = _dataSizeInMBsForCopyTest * 1024 * 1024; | ||
File largeTmpFile = createFileWithSize("largeFile", fileSizeInBytes); | ||
for (int i = 0; i < _numOps; i++) { | ||
URI largeFileDstUri = combinePath(copyTestUri, largeTmpFile.getName() + "_" + i); | ||
long copyStart = System.currentTimeMillis(); | ||
_pinotFS.copyFromLocalFile(largeTmpFile, largeFileDstUri); | ||
LOGGER.info("{}: took {} ms to copyFromLocal, fileSize: {} MB.", i, System.currentTimeMillis() - copyStart, | ||
_dataSizeInMBsForCopyTest); | ||
} | ||
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for (int i = 0; i < _numOps; i++) { | ||
URI largeFileSrcUri = combinePath(copyTestUri, largeTmpFile.getName() + "_" + i); | ||
File localTmpLargeFile = new File(_localTempDir, "largeFile_" + i); | ||
long copyStart = System.currentTimeMillis(); | ||
_pinotFS.copyToLocalFile(largeFileSrcUri, localTmpLargeFile); | ||
LOGGER.info("{}: took {} ms to copyToLocal, fileSize: {} MB.", i, System.currentTimeMillis() - copyStart, | ||
_dataSizeInMBsForCopyTest); | ||
} | ||
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for (int i = 0; i < _numOps; i++) { | ||
URI largeFileSrcUri = combinePath(copyTestUri, largeTmpFile.getName() + "_" + i); | ||
URI largeFileDstUri = combinePath(copyTestUri, largeTmpFile.getName() + "_copy_" + i); | ||
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long copyStart = System.currentTimeMillis(); | ||
_pinotFS.copy(largeFileSrcUri, largeFileDstUri); | ||
LOGGER.info("{}: took {} ms to copy, fileSize: {} MB.", i, System.currentTimeMillis() - copyStart, | ||
_dataSizeInMBsForCopyTest); | ||
} | ||
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for (int i = 0; i < _numOps; i++) { | ||
URI largeFileSrcUri = combinePath(copyTestUri, largeTmpFile.getName() + "_copy_" + i); | ||
URI largeFileDstUri = combinePath(copyTestUri, largeTmpFile.getName() + "_rename_" + i); | ||
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long renameStart = System.currentTimeMillis(); | ||
_pinotFS.move(largeFileSrcUri, largeFileDstUri, true); | ||
LOGGER.info("{}: took {} ms to rename, fileSize: {} MB.", i, System.currentTimeMillis() - renameStart, | ||
_dataSizeInMBsForCopyTest); | ||
} | ||
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for (int i = 0; i < _numOps; i++) { | ||
URI largeFileDstUri = combinePath(copyTestUri, largeTmpFile.getName() + "_" + i); | ||
long deleteStart = System.currentTimeMillis(); | ||
_pinotFS.delete(largeFileDstUri, true); | ||
LOGGER.info("{}: took {} ms to delete, fileSize: {} MB.", i, System.currentTimeMillis() - deleteStart, | ||
_dataSizeInMBsForCopyTest); | ||
} | ||
} | ||
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private File createFileWithSize(String fileName, long sizeInBytes) throws IOException { | ||
File tmpLargeFile = new File(_localTempDir, fileName); | ||
tmpLargeFile.createNewFile(); | ||
RandomAccessFile raf = new RandomAccessFile(tmpLargeFile, "rw"); | ||
raf.setLength(sizeInBytes); | ||
raf.close(); | ||
return tmpLargeFile; | ||
} | ||
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private URI combinePath(URI baseUri, String path) throws URISyntaxException { | ||
return new URI(baseUri.getScheme(), baseUri.getHost(), baseUri.getPath() + File.separator + path, null); | ||
} | ||
} |
79 changes: 79 additions & 0 deletions
79
pinot-tools/src/main/java/org/apache/pinot/tools/filesystem/PinotFSBenchmarkRunner.java
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/** | ||
* 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.pinot.tools.filesystem; | ||
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import org.apache.pinot.tools.AbstractBaseCommand; | ||
import org.apache.pinot.tools.Command; | ||
import org.kohsuke.args4j.Option; | ||
import org.slf4j.Logger; | ||
import org.slf4j.LoggerFactory; | ||
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public class PinotFSBenchmarkRunner extends AbstractBaseCommand implements Command { | ||
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private static final Logger LOGGER = LoggerFactory.getLogger(PinotFSBenchmarkRunner.class); | ||
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@Option(name = "-mode", required = true, metaVar = "<String>", usage = "Test mode. (ALL|LISTFILES|READWRITE|DELETE|RENAME)") | ||
private String _mode; | ||
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@Option(name = "-pinotFSConfigFile", required = true, metaVar = "<String>", usage = "Path for PinotFS configuration file") | ||
private String _pinotFSConfigFile; | ||
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@Option(name = "-baseDirectoryUri", required = true, metaVar = "<String>", usage = "Temp directory path for running benchmark against. e.g. file:///path/to/test, abfss://host/path...") | ||
private String _baseDirectoryUri; | ||
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@Option(name = "-localTempDir", required = false, metaVar = "<String>", usage = "Local temp directory for benchmark.") | ||
private String _localTempDir; | ||
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@Option(name = "-numSegmentsForListTest", required = false, metaVar = "<Integer>", usage = "The number of segments to create before running listFiles test.") | ||
private Integer _numSegmentsForListTest; | ||
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@Option(name = "-dataSizeInMBsForCopyTest", required = false, metaVar = "<Integer>", usage = "Data size in MB for copy test. (e.g. 1024 = 1GB)") | ||
private Integer _dataSizeInMBsForCopyTest; | ||
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@Option(name = "-numOps", required = false, metaVar = "<Integer>", usage = "The number of trials of operations when running a benchmark.") | ||
private Integer _numOps; | ||
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@Option(name = "-help", required = false, help = true, aliases = {"-h", "--h", "--help"}, usage = "Print this message.") | ||
private boolean _help = false; | ||
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@Override | ||
public boolean execute() throws Exception { | ||
try { | ||
LOGGER.info("Run filesystem benchmark..."); | ||
PinotFSBenchmarkDriver driver = new PinotFSBenchmarkDriver(_mode, _pinotFSConfigFile, _baseDirectoryUri, _localTempDir, | ||
_numSegmentsForListTest, _dataSizeInMBsForCopyTest, _numOps); | ||
driver.run(); | ||
} catch (Exception e) { | ||
LOGGER.error("Error while running benchmark: ", e); | ||
} | ||
return true; | ||
} | ||
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@Override | ||
public String description() { | ||
return "Run Filesystem benchmark"; | ||
} | ||
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@Override | ||
public boolean getHelp() { | ||
return _help; | ||
} | ||
} |
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pinot-tools/src/main/resources/conf/sample_filesystem_benchmark.conf
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// Azure Datalake Gen2 | ||
class.abfss=org.apache.pinot.plugin.filesystem.AzureGen2PinotFS | ||
abfss.accountName=<account_name> | ||
abfss.accessKey=<access_key> | ||
abfss.fileSystemName=<file_system_name> |