@Override
public void run() {
byte[] key = new byte[keySize];
byte[] value = new byte[valueSize];
Random rand = new Random(Thread.currentThread().getId());
WAL wal = region.getWAL();
TraceScope threadScope = Trace.startSpan("WALPerfEval." + Thread.currentThread().getName());
try {
long startTime = System.currentTimeMillis();
int lastSync = 0;
for (int i = 0; i < numIterations; ++i) {
assert Trace.currentSpan() == threadScope.getSpan() : "Span leak detected.";
TraceScope loopScope = Trace.startSpan("runLoopIter" + i, loopSampler);
try {
long now = System.nanoTime();
Put put = setupPut(rand, key, value, numFamilies);
WALEdit walEdit = new WALEdit();
addFamilyMapToWALEdit(put.getFamilyCellMap(), walEdit);
HRegionInfo hri = region.getRegionInfo();
final WALKey logkey = new WALKey(hri.getEncodedNameAsBytes(), hri.getTable(), now);
wal.append(htd, hri, logkey, walEdit, region.getSequenceId(), true, null);
if (!this.noSync) {
if (++lastSync >= this.syncInterval) {
wal.sync();
lastSync = 0;
}
}
latencyHistogram.update(System.nanoTime() - now);
} finally {
loopScope.close();
}
}
long totalTime = (System.currentTimeMillis() - startTime);
logBenchmarkResult(Thread.currentThread().getName(), numIterations, totalTime);
} catch (Exception e) {
LOG.error(getClass().getSimpleName() + " Thread failed", e);
} finally {
threadScope.close();
}
}
private void readEntries(Opts opts)
throws TableNotFoundException, AccumuloException, AccumuloSecurityException {
Scanner scanner = opts.getConnector().createScanner(opts.getTableName(), opts.auths);
// Trace the read operation.
TraceScope readScope = Trace.startSpan("Client Read", Sampler.ALWAYS);
System.out.println("TraceID: " + Long.toHexString(readScope.getSpan().getTraceId()));
int numberOfEntriesRead = 0;
for (Entry<Key, Value> entry : scanner) {
System.out.println(entry.getKey().toString() + " -> " + entry.getValue().toString());
++numberOfEntriesRead;
}
// You can add additional metadata (key, values) to Spans which will be able to be viewed in the
// Monitor
readScope
.getSpan()
.addKVAnnotation(
"Number of Entries Read".getBytes(UTF_8),
String.valueOf(numberOfEntriesRead).getBytes(UTF_8));
readScope.close();
}
private void createEntries(Opts opts)
throws TableNotFoundException, AccumuloException, AccumuloSecurityException {
// Trace the write operation. Note, unless you flush the BatchWriter, you will not capture
// the write operation as it is occurs asynchronously. You can optionally create additional
// Spans
// within a given Trace as seen below around the flush
TraceScope scope = Trace.startSpan("Client Write", Sampler.ALWAYS);
System.out.println("TraceID: " + Long.toHexString(scope.getSpan().getTraceId()));
BatchWriter batchWriter =
opts.getConnector().createBatchWriter(opts.getTableName(), new BatchWriterConfig());
Mutation m = new Mutation("row");
m.put("cf", "cq", "value");
batchWriter.addMutation(m);
// You can add timeline annotations to Spans which will be able to be viewed in the Monitor
scope.getSpan().addTimelineAnnotation("Initiating Flush");
batchWriter.flush();
batchWriter.close();
scope.close();
}
@Test
public void testTraceCreateTable() throws Exception {
TraceScope tableCreationSpan = Trace.startSpan("creating table", Sampler.ALWAYS);
Table table;
try {
table = TEST_UTIL.createTable(TableName.valueOf("table"), FAMILY_BYTES);
} finally {
tableCreationSpan.close();
}
// Some table creation is async. Need to make sure that everything is full in before
// checking to see if the spans are there.
TEST_UTIL.waitFor(
1000,
new Waiter.Predicate<Exception>() {
@Override
public boolean evaluate() throws Exception {
return rcvr.getSpans().size() >= 5;
}
});
Collection<Span> spans = rcvr.getSpans();
TraceTree traceTree = new TraceTree(spans);
Collection<Span> roots = traceTree.getSpansByParent().find(Span.ROOT_SPAN_ID);
assertEquals(1, roots.size());
Span createTableRoot = roots.iterator().next();
assertEquals("creating table", createTableRoot.getDescription());
int createTableCount = 0;
for (Span s : traceTree.getSpansByParent().find(createTableRoot.getSpanId())) {
if (s.getDescription().startsWith("MasterService.CreateTable")) {
createTableCount++;
}
}
assertTrue(createTableCount >= 1);
assertTrue(traceTree.getSpansByParent().find(createTableRoot.getSpanId()).size() > 3);
assertTrue(spans.size() > 5);
Put put = new Put("row".getBytes());
put.add(FAMILY_BYTES, "col".getBytes(), "value".getBytes());
TraceScope putSpan = Trace.startSpan("doing put", Sampler.ALWAYS);
try {
table.put(put);
} finally {
putSpan.close();
}
spans = rcvr.getSpans();
traceTree = new TraceTree(spans);
roots = traceTree.getSpansByParent().find(Span.ROOT_SPAN_ID);
assertEquals(2, roots.size());
Span putRoot = null;
for (Span root : roots) {
if (root.getDescription().equals("doing put")) {
putRoot = root;
}
}
assertNotNull(putRoot);
}
@AfterClass
public static void after() throws Exception {
TEST_UTIL.shutdownMiniCluster();
Trace.removeReceiver(rcvr);
rcvr = null;
}
@BeforeClass
public static void before() throws Exception {
TEST_UTIL.startMiniCluster(2, 3);
rcvr = new POJOSpanReceiver(new HBaseHTraceConfiguration(TEST_UTIL.getConfiguration()));
Trace.addReceiver(rcvr);
}
@Override
public int run(String[] args) throws Exception {
Path rootRegionDir = null;
int numThreads = 1;
long numIterations = 1000000;
int numFamilies = 1;
int syncInterval = 0;
boolean noSync = false;
boolean verify = false;
boolean verbose = false;
boolean cleanup = true;
boolean noclosefs = false;
long roll = Long.MAX_VALUE;
boolean compress = false;
String cipher = null;
int numRegions = 1;
String spanReceivers = getConf().get("hbase.trace.spanreceiver.classes");
boolean trace = spanReceivers != null && !spanReceivers.isEmpty();
double traceFreq = 1.0;
// Process command line args
for (int i = 0; i < args.length; i++) {
String cmd = args[i];
try {
if (cmd.equals("-threads")) {
numThreads = Integer.parseInt(args[++i]);
} else if (cmd.equals("-iterations")) {
numIterations = Long.parseLong(args[++i]);
} else if (cmd.equals("-path")) {
rootRegionDir = new Path(args[++i]);
} else if (cmd.equals("-families")) {
numFamilies = Integer.parseInt(args[++i]);
} else if (cmd.equals("-qualifiers")) {
numQualifiers = Integer.parseInt(args[++i]);
} else if (cmd.equals("-keySize")) {
keySize = Integer.parseInt(args[++i]);
} else if (cmd.equals("-valueSize")) {
valueSize = Integer.parseInt(args[++i]);
} else if (cmd.equals("-syncInterval")) {
syncInterval = Integer.parseInt(args[++i]);
} else if (cmd.equals("-nosync")) {
noSync = true;
} else if (cmd.equals("-verify")) {
verify = true;
} else if (cmd.equals("-verbose")) {
verbose = true;
} else if (cmd.equals("-nocleanup")) {
cleanup = false;
} else if (cmd.equals("-noclosefs")) {
noclosefs = true;
} else if (cmd.equals("-roll")) {
roll = Long.parseLong(args[++i]);
} else if (cmd.equals("-compress")) {
compress = true;
} else if (cmd.equals("-encryption")) {
cipher = args[++i];
} else if (cmd.equals("-regions")) {
numRegions = Integer.parseInt(args[++i]);
} else if (cmd.equals("-traceFreq")) {
traceFreq = Double.parseDouble(args[++i]);
} else if (cmd.equals("-h")) {
printUsageAndExit();
} else if (cmd.equals("--help")) {
printUsageAndExit();
} else {
System.err.println("UNEXPECTED: " + cmd);
printUsageAndExit();
}
} catch (Exception e) {
printUsageAndExit();
}
}
if (compress) {
Configuration conf = getConf();
conf.setBoolean(HConstants.ENABLE_WAL_COMPRESSION, true);
}
if (cipher != null) {
// Set up WAL for encryption
Configuration conf = getConf();
conf.set(HConstants.CRYPTO_KEYPROVIDER_CONF_KEY, KeyProviderForTesting.class.getName());
conf.set(HConstants.CRYPTO_MASTERKEY_NAME_CONF_KEY, "hbase");
conf.setClass(
"hbase.regionserver.hlog.reader.impl", SecureProtobufLogReader.class, WAL.Reader.class);
conf.setClass(
"hbase.regionserver.hlog.writer.impl", SecureProtobufLogWriter.class, Writer.class);
conf.setBoolean(HConstants.ENABLE_WAL_ENCRYPTION, true);
conf.set(HConstants.CRYPTO_WAL_ALGORITHM_CONF_KEY, cipher);
}
if (numThreads < numRegions) {
LOG.warn("Number of threads is less than the number of regions; some regions will sit idle.");
}
// Internal config. goes off number of threads; if more threads than handlers, stuff breaks.
// In regionserver, number of handlers == number of threads.
getConf().setInt(HConstants.REGION_SERVER_HANDLER_COUNT, numThreads);
// Run WAL Performance Evaluation
// First set the fs from configs. In case we are on hadoop1
FSUtils.setFsDefault(getConf(), FSUtils.getRootDir(getConf()));
FileSystem fs = FileSystem.get(getConf());
LOG.info("FileSystem: " + fs);
SpanReceiverHost receiverHost = trace ? SpanReceiverHost.getInstance(getConf()) : null;
TraceScope scope = Trace.startSpan("WALPerfEval", trace ? Sampler.ALWAYS : Sampler.NEVER);
try {
if (rootRegionDir == null) {
rootRegionDir = TEST_UTIL.getDataTestDirOnTestFS("WALPerformanceEvaluation");
}
rootRegionDir = rootRegionDir.makeQualified(fs);
cleanRegionRootDir(fs, rootRegionDir);
FSUtils.setRootDir(getConf(), rootRegionDir);
final WALFactory wals = new WALFactory(getConf(), null, "wals");
final HRegion[] regions = new HRegion[numRegions];
final Runnable[] benchmarks = new Runnable[numRegions];
final MockRegionServerServices mockServices = new MockRegionServerServices(getConf());
final LogRoller roller = new LogRoller(mockServices, mockServices);
Threads.setDaemonThreadRunning(roller.getThread(), "WALPerfEval.logRoller");
try {
for (int i = 0; i < numRegions; i++) {
// Initialize Table Descriptor
// a table per desired region means we can avoid carving up the key space
final HTableDescriptor htd = createHTableDescriptor(i, numFamilies);
regions[i] = openRegion(fs, rootRegionDir, htd, wals, roll, roller);
benchmarks[i] =
Trace.wrap(
new WALPutBenchmark(
regions[i], htd, numIterations, noSync, syncInterval, traceFreq));
}
ConsoleReporter.enable(this.metrics, 30, TimeUnit.SECONDS);
long putTime = runBenchmark(benchmarks, numThreads);
logBenchmarkResult(
"Summary: threads="
+ numThreads
+ ", iterations="
+ numIterations
+ ", syncInterval="
+ syncInterval,
numIterations * numThreads,
putTime);
for (int i = 0; i < numRegions; i++) {
if (regions[i] != null) {
closeRegion(regions[i]);
regions[i] = null;
}
}
if (verify) {
LOG.info("verifying written log entries.");
Path dir =
new Path(
FSUtils.getRootDir(getConf()), DefaultWALProvider.getWALDirectoryName("wals"));
long editCount = 0;
FileStatus[] fsss = fs.listStatus(dir);
if (fsss.length == 0) throw new IllegalStateException("No WAL found");
for (FileStatus fss : fsss) {
Path p = fss.getPath();
if (!fs.exists(p)) throw new IllegalStateException(p.toString());
editCount += verify(wals, p, verbose);
}
long expected = numIterations * numThreads;
if (editCount != expected) {
throw new IllegalStateException("Counted=" + editCount + ", expected=" + expected);
}
}
} finally {
mockServices.stop("test clean up.");
for (int i = 0; i < numRegions; i++) {
if (regions[i] != null) {
closeRegion(regions[i]);
}
}
if (null != roller) {
LOG.info("shutting down log roller.");
Threads.shutdown(roller.getThread());
}
wals.shutdown();
// Remove the root dir for this test region
if (cleanup) cleanRegionRootDir(fs, rootRegionDir);
}
} finally {
// We may be called inside a test that wants to keep on using the fs.
if (!noclosefs) fs.close();
scope.close();
if (receiverHost != null) receiverHost.closeReceivers();
}
return (0);
}