protected void parseColumnFamilyOptions(CommandLine cmd) {
String dataBlockEncodingStr = cmd.getOptionValue(OPT_DATA_BLOCK_ENCODING);
dataBlockEncodingAlgo =
dataBlockEncodingStr == null ? null : DataBlockEncoding.valueOf(dataBlockEncodingStr);
if (dataBlockEncodingAlgo == DataBlockEncoding.NONE && encodeInCacheOnly) {
throw new IllegalArgumentException(
"-"
+ OPT_ENCODE_IN_CACHE_ONLY
+ " "
+ "does not make sense when data block encoding is not used");
}
String compressStr = cmd.getOptionValue(OPT_COMPRESSION);
compressAlgo =
compressStr == null
? Compression.Algorithm.NONE
: Compression.Algorithm.valueOf(compressStr);
String bloomStr = cmd.getOptionValue(OPT_BLOOM);
bloomType = bloomStr == null ? null : StoreFile.BloomType.valueOf(bloomStr);
inMemoryCF = cmd.hasOption(OPT_INMEMORY);
}
/**
* A command-line utility that reads, writes, and verifies data. Unlike {@link
* PerformanceEvaluation}, this tool validates the data written, and supports simultaneously writing
* and reading the same set of keys.
*/
public class LoadTestTool extends AbstractHBaseTool {
private static final Log LOG = LogFactory.getLog(LoadTestTool.class);
/** Table name for the test */
protected byte[] tableName;
/** Table name to use of not overridden on the command line */
protected static final String DEFAULT_TABLE_NAME = "cluster_test";
/** Column family used by the test */
protected static byte[] COLUMN_FAMILY = Bytes.toBytes("test_cf");
/** Column families used by the test */
protected static final byte[][] COLUMN_FAMILIES = {COLUMN_FAMILY};
/** The default data size if not specified */
protected static final int DEFAULT_DATA_SIZE = 64;
/** The number of reader/writer threads if not specified */
protected static final int DEFAULT_NUM_THREADS = 20;
/** Usage string for the load option */
protected static final String OPT_USAGE_LOAD =
"<avg_cols_per_key>:<avg_data_size>" + "[:<#threads=" + DEFAULT_NUM_THREADS + ">]";
/** Usa\ge string for the read option */
protected static final String OPT_USAGE_READ =
"<verify_percent>[:<#threads=" + DEFAULT_NUM_THREADS + ">]";
protected static final String OPT_USAGE_BLOOM =
"Bloom filter type, one of " + Arrays.toString(StoreFile.BloomType.values());
protected static final String OPT_USAGE_COMPRESSION =
"Compression type, " + "one of " + Arrays.toString(Compression.Algorithm.values());
public static final String OPT_DATA_BLOCK_ENCODING_USAGE =
"Encoding algorithm (e.g. prefix "
+ "compression) to use for data blocks in the test column family, "
+ "one of "
+ Arrays.toString(DataBlockEncoding.values())
+ ".";
public static final String OPT_INMEMORY = "in_memory";
public static final String OPT_USAGE_IN_MEMORY =
"Tries to keep the HFiles of the CF "
+ "inmemory as far as possible. Not guaranteed that reads are always served from inmemory";
private static final String OPT_BLOOM = "bloom";
private static final String OPT_COMPRESSION = "compression";
public static final String OPT_DATA_BLOCK_ENCODING =
HColumnDescriptor.DATA_BLOCK_ENCODING.toLowerCase();
public static final String OPT_ENCODE_IN_CACHE_ONLY = "encode_in_cache_only";
public static final String OPT_ENCODE_IN_CACHE_ONLY_USAGE =
"If this is specified, data blocks will only be encoded in block " + "cache but not on disk";
protected static final String OPT_KEY_WINDOW = "key_window";
protected static final String OPT_WRITE = "write";
protected static final String OPT_MAX_READ_ERRORS = "max_read_errors";
protected static final String OPT_MULTIPUT = "multiput";
protected static final String OPT_NUM_KEYS = "num_keys";
protected static final String OPT_READ = "read";
protected static final String OPT_START_KEY = "start_key";
protected static final String OPT_TABLE_NAME = "tn";
protected static final String OPT_ZK_QUORUM = "zk";
protected static final String OPT_SKIP_INIT = "skip_init";
protected static final String OPT_INIT_ONLY = "init_only";
private static final String NUM_TABLES = "num_tables";
protected static final long DEFAULT_START_KEY = 0;
/** This will be removed as we factor out the dependency on command line */
protected CommandLine cmd;
protected MultiThreadedWriter writerThreads = null;
protected MultiThreadedReader readerThreads = null;
protected long startKey, endKey;
protected boolean isWrite, isRead;
// Column family options
protected DataBlockEncoding dataBlockEncodingAlgo;
protected boolean encodeInCacheOnly;
protected Compression.Algorithm compressAlgo;
protected StoreFile.BloomType bloomType;
private boolean inMemoryCF;
// Writer options
protected int numWriterThreads = DEFAULT_NUM_THREADS;
protected int minColsPerKey, maxColsPerKey;
protected int minColDataSize = DEFAULT_DATA_SIZE, maxColDataSize = DEFAULT_DATA_SIZE;
protected boolean isMultiPut;
// Reader options
private int numReaderThreads = DEFAULT_NUM_THREADS;
private int keyWindow = MultiThreadedReader.DEFAULT_KEY_WINDOW;
private int maxReadErrors = MultiThreadedReader.DEFAULT_MAX_ERRORS;
private int verifyPercent;
private int numTables = 1;
// TODO: refactor LoadTestToolImpl somewhere to make the usage from tests less bad,
// console tool itself should only be used from console.
protected boolean isSkipInit = false;
protected boolean isInitOnly = false;
protected String[] splitColonSeparated(String option, int minNumCols, int maxNumCols) {
String optVal = cmd.getOptionValue(option);
String[] cols = optVal.split(":");
if (cols.length < minNumCols || cols.length > maxNumCols) {
throw new IllegalArgumentException(
"Expected at least "
+ minNumCols
+ " columns but no more than "
+ maxNumCols
+ " in the colon-separated value '"
+ optVal
+ "' of the "
+ "-"
+ option
+ " option");
}
return cols;
}
protected int getNumThreads(String numThreadsStr) {
return parseInt(numThreadsStr, 1, Short.MAX_VALUE);
}
/** Apply column family options such as Bloom filters, compression, and data block encoding. */
protected void applyColumnFamilyOptions(byte[] tableName, byte[][] columnFamilies)
throws IOException {
HBaseAdmin admin = new HBaseAdmin(conf);
HTableDescriptor tableDesc = admin.getTableDescriptor(tableName);
LOG.info("Disabling table " + Bytes.toString(tableName));
admin.disableTable(tableName);
for (byte[] cf : columnFamilies) {
HColumnDescriptor columnDesc = tableDesc.getFamily(cf);
boolean isNewCf = columnDesc == null;
if (isNewCf) {
columnDesc = new HColumnDescriptor(cf);
}
if (bloomType != null) {
columnDesc.setBloomFilterType(bloomType);
}
if (compressAlgo != null) {
columnDesc.setCompressionType(compressAlgo);
}
if (dataBlockEncodingAlgo != null) {
columnDesc.setDataBlockEncoding(dataBlockEncodingAlgo);
columnDesc.setEncodeOnDisk(!encodeInCacheOnly);
}
if (inMemoryCF) {
columnDesc.setInMemory(inMemoryCF);
}
if (isNewCf) {
admin.addColumn(tableName, columnDesc);
} else {
admin.modifyColumn(tableName, columnDesc);
}
}
LOG.info("Enabling table " + Bytes.toString(tableName));
admin.enableTable(tableName);
}
@Override
protected void addOptions() {
addOptWithArg(
OPT_ZK_QUORUM, "ZK quorum as comma-separated host names " + "without port numbers");
addOptWithArg(OPT_TABLE_NAME, "The name of the table to read or write");
addOptWithArg(OPT_WRITE, OPT_USAGE_LOAD);
addOptWithArg(OPT_READ, OPT_USAGE_READ);
addOptNoArg(OPT_INIT_ONLY, "Initialize the test table only, don't do any loading");
addOptWithArg(OPT_BLOOM, OPT_USAGE_BLOOM);
addOptWithArg(OPT_COMPRESSION, OPT_USAGE_COMPRESSION);
addOptWithArg(OPT_DATA_BLOCK_ENCODING, OPT_DATA_BLOCK_ENCODING_USAGE);
addOptWithArg(
OPT_MAX_READ_ERRORS,
"The maximum number of read errors "
+ "to tolerate before terminating all reader threads. The default is "
+ MultiThreadedReader.DEFAULT_MAX_ERRORS
+ ".");
addOptWithArg(
OPT_KEY_WINDOW,
"The 'key window' to maintain between "
+ "reads and writes for concurrent write/read workload. The default "
+ "is "
+ MultiThreadedReader.DEFAULT_KEY_WINDOW
+ ".");
addOptNoArg(
OPT_MULTIPUT,
"Whether to use multi-puts as opposed to " + "separate puts for every column in a row");
addOptNoArg(OPT_ENCODE_IN_CACHE_ONLY, OPT_ENCODE_IN_CACHE_ONLY_USAGE);
addOptNoArg(OPT_INMEMORY, OPT_USAGE_IN_MEMORY);
addOptWithArg(OPT_NUM_KEYS, "The number of keys to read/write");
addOptWithArg(
OPT_START_KEY,
"The first key to read/write "
+ "(a 0-based index). The default value is "
+ DEFAULT_START_KEY
+ ".");
addOptNoArg(OPT_SKIP_INIT, "Skip the initialization; assume test table " + "already exists");
addOptWithArg(
NUM_TABLES,
"A positive integer number. When a number n is speicfied, load test "
+ "tool will load n table parallely. -tn parameter value becomes "
+ "table name prefix. Each table name is in format <tn>_1...<tn>_n");
}
@Override
protected void processOptions(CommandLine cmd) {
this.cmd = cmd;
tableName = Bytes.toBytes(cmd.getOptionValue(OPT_TABLE_NAME, DEFAULT_TABLE_NAME));
isWrite = cmd.hasOption(OPT_WRITE);
isRead = cmd.hasOption(OPT_READ);
isInitOnly = cmd.hasOption(OPT_INIT_ONLY);
if (!isWrite && !isRead && !isInitOnly) {
throw new IllegalArgumentException(
"Either -" + OPT_WRITE + " or " + "-" + OPT_READ + " has to be specified");
}
if (isInitOnly && (isRead || isWrite)) {
throw new IllegalArgumentException(
OPT_INIT_ONLY
+ " cannot be specified with"
+ " either -"
+ OPT_WRITE
+ " or -"
+ OPT_READ);
}
if (!isInitOnly) {
if (!cmd.hasOption(OPT_NUM_KEYS)) {
throw new IllegalArgumentException(
OPT_NUM_KEYS + " must be specified in " + "read or write mode");
}
startKey =
parseLong(
cmd.getOptionValue(OPT_START_KEY, String.valueOf(DEFAULT_START_KEY)),
0,
Long.MAX_VALUE);
long numKeys = parseLong(cmd.getOptionValue(OPT_NUM_KEYS), 1, Long.MAX_VALUE - startKey);
endKey = startKey + numKeys;
isSkipInit = cmd.hasOption(OPT_SKIP_INIT);
System.out.println("Key range: [" + startKey + ".." + (endKey - 1) + "]");
}
encodeInCacheOnly = cmd.hasOption(OPT_ENCODE_IN_CACHE_ONLY);
parseColumnFamilyOptions(cmd);
if (isWrite) {
String[] writeOpts = splitColonSeparated(OPT_WRITE, 2, 3);
int colIndex = 0;
minColsPerKey = 1;
maxColsPerKey = 2 * Integer.parseInt(writeOpts[colIndex++]);
int avgColDataSize = parseInt(writeOpts[colIndex++], 1, Integer.MAX_VALUE);
minColDataSize = avgColDataSize / 2;
maxColDataSize = avgColDataSize * 3 / 2;
if (colIndex < writeOpts.length) {
numWriterThreads = getNumThreads(writeOpts[colIndex++]);
}
isMultiPut = cmd.hasOption(OPT_MULTIPUT);
System.out.println("Multi-puts: " + isMultiPut);
System.out.println("Columns per key: " + minColsPerKey + ".." + maxColsPerKey);
System.out.println("Data size per column: " + minColDataSize + ".." + maxColDataSize);
}
if (isRead) {
String[] readOpts = splitColonSeparated(OPT_READ, 1, 2);
int colIndex = 0;
verifyPercent = parseInt(readOpts[colIndex++], 0, 100);
if (colIndex < readOpts.length) {
numReaderThreads = getNumThreads(readOpts[colIndex++]);
}
if (cmd.hasOption(OPT_MAX_READ_ERRORS)) {
maxReadErrors = parseInt(cmd.getOptionValue(OPT_MAX_READ_ERRORS), 0, Integer.MAX_VALUE);
}
if (cmd.hasOption(OPT_KEY_WINDOW)) {
keyWindow = parseInt(cmd.getOptionValue(OPT_KEY_WINDOW), 0, Integer.MAX_VALUE);
}
System.out.println("Percent of keys to verify: " + verifyPercent);
System.out.println("Reader threads: " + numReaderThreads);
}
numTables = 1;
if (cmd.hasOption(NUM_TABLES)) {
numTables = parseInt(cmd.getOptionValue(NUM_TABLES), 1, Short.MAX_VALUE);
}
}
protected void parseColumnFamilyOptions(CommandLine cmd) {
String dataBlockEncodingStr = cmd.getOptionValue(OPT_DATA_BLOCK_ENCODING);
dataBlockEncodingAlgo =
dataBlockEncodingStr == null ? null : DataBlockEncoding.valueOf(dataBlockEncodingStr);
if (dataBlockEncodingAlgo == DataBlockEncoding.NONE && encodeInCacheOnly) {
throw new IllegalArgumentException(
"-"
+ OPT_ENCODE_IN_CACHE_ONLY
+ " "
+ "does not make sense when data block encoding is not used");
}
String compressStr = cmd.getOptionValue(OPT_COMPRESSION);
compressAlgo =
compressStr == null
? Compression.Algorithm.NONE
: Compression.Algorithm.valueOf(compressStr);
String bloomStr = cmd.getOptionValue(OPT_BLOOM);
bloomType = bloomStr == null ? null : StoreFile.BloomType.valueOf(bloomStr);
inMemoryCF = cmd.hasOption(OPT_INMEMORY);
}
public void initTestTable() throws IOException {
HBaseTestingUtility.createPreSplitLoadTestTable(
conf, tableName, COLUMN_FAMILY, compressAlgo, dataBlockEncodingAlgo);
applyColumnFamilyOptions(tableName, COLUMN_FAMILIES);
}
@Override
protected int doWork() throws IOException {
if (numTables > 1) {
return parallelLoadTables();
} else {
return loadTable();
}
}
protected int loadTable() throws IOException {
if (cmd.hasOption(OPT_ZK_QUORUM)) {
conf.set(HConstants.ZOOKEEPER_QUORUM, cmd.getOptionValue(OPT_ZK_QUORUM));
}
if (isInitOnly) {
LOG.info("Initializing only; no reads or writes");
initTestTable();
return 0;
}
if (!isSkipInit) {
initTestTable();
}
LoadTestDataGenerator dataGen =
new MultiThreadedAction.DefaultDataGenerator(
minColDataSize, maxColDataSize, minColsPerKey, maxColsPerKey, COLUMN_FAMILY);
if (isWrite) {
writerThreads = new MultiThreadedWriter(dataGen, conf, tableName);
writerThreads.setMultiPut(isMultiPut);
}
if (isRead) {
readerThreads = new MultiThreadedReader(dataGen, conf, tableName, verifyPercent);
readerThreads.setMaxErrors(maxReadErrors);
readerThreads.setKeyWindow(keyWindow);
}
if (isRead && isWrite) {
LOG.info("Concurrent read/write workload: making readers aware of the " + "write point");
readerThreads.linkToWriter(writerThreads);
}
if (isWrite) {
System.out.println("Starting to write data...");
writerThreads.start(startKey, endKey, numWriterThreads);
}
if (isRead) {
System.out.println("Starting to read data...");
readerThreads.start(startKey, endKey, numReaderThreads);
}
if (isWrite) {
writerThreads.waitForFinish();
}
if (isRead) {
readerThreads.waitForFinish();
}
boolean success = true;
if (isWrite) {
success = success && writerThreads.getNumWriteFailures() == 0;
}
if (isRead) {
success =
success
&& readerThreads.getNumReadErrors() == 0
&& readerThreads.getNumReadFailures() == 0;
}
return success ? EXIT_SUCCESS : this.EXIT_FAILURE;
}
public static void main(String[] args) {
new LoadTestTool().doStaticMain(args);
}
/**
* When NUM_TABLES is specified, the function starts multiple worker threads which individually
* start a LoadTestTool instance to load a table. Each table name is in format <tn>_<index>. For
* example, "-tn test -num_tables 2" , table names will be "test_1", "test_2"
*
* @throws IOException
*/
private int parallelLoadTables() throws IOException {
// create new command args
String tableName = cmd.getOptionValue(OPT_TABLE_NAME, DEFAULT_TABLE_NAME);
String[] newArgs = null;
if (!cmd.hasOption(LoadTestTool.OPT_TABLE_NAME)) {
newArgs = new String[cmdLineArgs.length + 2];
newArgs[0] = "-" + LoadTestTool.OPT_TABLE_NAME;
for (int i = 0; i < cmdLineArgs.length; i++) {
newArgs[i + 2] = cmdLineArgs[i];
}
} else {
newArgs = cmdLineArgs;
}
int tableNameValueIndex = -1;
for (int j = 0; j < newArgs.length; j++) {
if (newArgs[j].endsWith(OPT_TABLE_NAME)) {
tableNameValueIndex = j + 1;
} else if (newArgs[j].endsWith(NUM_TABLES)) {
// change NUM_TABLES to 1 so that each worker loads one table
newArgs[j + 1] = "1";
}
}
// starting to load multiple tables
List<WorkerThread> workers = new ArrayList<WorkerThread>();
for (int i = 0; i < numTables; i++) {
String[] workerArgs = newArgs.clone();
workerArgs[tableNameValueIndex] = tableName + "_" + (i + 1);
WorkerThread worker = new WorkerThread(i, workerArgs);
workers.add(worker);
LOG.info(worker + " starting");
worker.start();
}
// wait for all workers finish
LOG.info("Waiting for worker threads to finish");
for (WorkerThread t : workers) {
try {
t.join();
} catch (InterruptedException ie) {
IOException iie = new InterruptedIOException();
iie.initCause(ie);
throw iie;
}
checkForErrors();
}
return EXIT_SUCCESS;
}
// If an exception is thrown by one of worker threads, it will be
// stored here.
protected AtomicReference<Throwable> thrown = new AtomicReference<Throwable>();
private void workerThreadError(Throwable t) {
thrown.compareAndSet(null, t);
}
/** Check for errors in the writer threads. If any is found, rethrow it. */
private void checkForErrors() throws IOException {
Throwable thrown = this.thrown.get();
if (thrown == null) return;
if (thrown instanceof IOException) {
throw (IOException) thrown;
} else {
throw new RuntimeException(thrown);
}
}
class WorkerThread extends Thread {
private String[] workerArgs;
WorkerThread(int i, String[] args) {
super("WorkerThread-" + i);
workerArgs = args;
}
public void run() {
try {
int ret = ToolRunner.run(HBaseConfiguration.create(), new LoadTestTool(), workerArgs);
if (ret != 0) {
throw new RuntimeException("LoadTestTool exit with non-zero return code.");
}
} catch (Exception ex) {
LOG.error("Error in worker thread", ex);
workerThreadError(ex);
}
}
}
}