/**
* 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.hadoop.hbase.mapreduce;
import static org.junit.Assert.assertEquals;
import static org.junit.Assert.assertTrue;
import static org.junit.Assert.fail;
import java.io.IOException;
import java.nio.ByteBuffer;
import java.util.Collection;
import java.util.Deque;
import java.util.List;
import java.util.NavigableMap;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.atomic.AtomicInteger;
import org.apache.commons.logging.Log;
import org.apache.commons.logging.LogFactory;
import org.apache.hadoop.conf.Configuration;
import org.apache.hadoop.fs.FileSystem;
import org.apache.hadoop.fs.Path;
import org.apache.hadoop.hbase.HBaseTestingUtility;
import org.apache.hadoop.hbase.HColumnDescriptor;
import org.apache.hadoop.hbase.HRegionInfo;
import org.apache.hadoop.hbase.HRegionLocation;
import org.apache.hadoop.hbase.HTableDescriptor;
import org.apache.hadoop.hbase.LargeTests;
import org.apache.hadoop.hbase.TableExistsException;
import org.apache.hadoop.hbase.client.HConnection;
import org.apache.hadoop.hbase.client.HTable;
import org.apache.hadoop.hbase.client.Result;
import org.apache.hadoop.hbase.client.ResultScanner;
import org.apache.hadoop.hbase.client.Scan;
import org.apache.hadoop.hbase.client.ServerCallable;
import org.apache.hadoop.hbase.ipc.HRegionInterface;
import org.apache.hadoop.hbase.regionserver.HRegionServer;
import org.apache.hadoop.hbase.regionserver.TestHRegionServerBulkLoad;
import org.apache.hadoop.hbase.util.Bytes;
import org.apache.hadoop.hbase.util.Pair;
import org.junit.AfterClass;
import org.junit.BeforeClass;
import org.junit.Test;
import org.junit.experimental.categories.Category;
import org.mockito.Mockito;
import com.google.common.collect.Multimap;
/**
* Test cases for the atomic load error handling of the bulk load functionality.
*/
@Category(LargeTests.class)
public class TestLoadIncrementalHFilesSplitRecovery {
final static Log LOG = LogFactory.getLog(TestHRegionServerBulkLoad.class);
private static HBaseTestingUtility util;
final static int NUM_CFS = 10;
final static byte[] QUAL = Bytes.toBytes("qual");
final static int ROWCOUNT = 100;
private final static byte[][] families = new byte[NUM_CFS][];
static {
for (int i = 0; i < NUM_CFS; i++) {
families[i] = Bytes.toBytes(family(i));
}
}
static byte[] rowkey(int i) {
return Bytes.toBytes(String.format("row_%08d", i));
}
static String family(int i) {
return String.format("family_%04d", i);
}
static byte[] value(int i) {
return Bytes.toBytes(String.format("%010d", i));
}
public static void buildHFiles(FileSystem fs, Path dir, int value)
throws IOException {
byte[] val = value(value);
for (int i = 0; i < NUM_CFS; i++) {
Path testIn = new Path(dir, family(i));
TestHRegionServerBulkLoad.createHFile(fs, new Path(testIn, "hfile_" + i),
Bytes.toBytes(family(i)), QUAL, val, ROWCOUNT);
}
}
/**
* Creates a table with given table name and specified number of column
* families if the table does not already exist.
*/
private void setupTable(String table, int cfs) throws IOException {
try {
LOG.info("Creating table " + table);
HTableDescriptor htd = new HTableDescriptor(table);
for (int i = 0; i < 10; i++) {
htd.addFamily(new HColumnDescriptor(family(i)));
}
util.getHBaseAdmin().createTable(htd);
} catch (TableExistsException tee) {
LOG.info("Table " + table + " already exists");
}
}
private Path buildBulkFiles(String table, int value) throws Exception {
Path dir = util.getDataTestDir(table);
Path bulk1 = new Path(dir, table+value);
FileSystem fs = util.getTestFileSystem();
buildHFiles(fs, bulk1, value);
return bulk1;
}
/**
* Populate table with known values.
*/
private void populateTable(String table, int value) throws Exception {
// create HFiles for different column families
LoadIncrementalHFiles lih = new LoadIncrementalHFiles(
util.getConfiguration());
Path bulk1 = buildBulkFiles(table, value);
HTable t = new HTable(util.getConfiguration(), Bytes.toBytes(table));
lih.doBulkLoad(bulk1, t);
}
/**
* Split the known table in half. (this is hard coded for this test suite)
*/
private void forceSplit(String table) {
try {
// need to call regions server to by synchronous but isn't visible.
HRegionServer hrs = util.getRSForFirstRegionInTable(Bytes
.toBytes(table));
for (HRegionInfo hri : hrs.getOnlineRegions()) {
if (Bytes.equals(hri.getTableName(), Bytes.toBytes(table))) {
// splitRegion doesn't work if startkey/endkey are null
hrs.splitRegion(hri, rowkey(ROWCOUNT / 2)); // hard code split
}
}
// verify that split completed.
int regions;
do {
regions = 0;
for (HRegionInfo hri : hrs.getOnlineRegions()) {
if (Bytes.equals(hri.getTableName(), Bytes.toBytes(table))) {
regions++;
}
}
if (regions != 2) {
LOG.info("Taking some time to complete split...");
Thread.sleep(250);
}
} while (regions != 2);
} catch (IOException e) {
e.printStackTrace();
} catch (InterruptedException e) {
e.printStackTrace();
}
}
@BeforeClass
public static void setupCluster() throws Exception {
util = new HBaseTestingUtility();
util.startMiniCluster(1);
}
@AfterClass
public static void teardownCluster() throws Exception {
util.shutdownMiniCluster();
}
/**
* Checks that all columns have the expected value and that there is the
* expected number of rows.
*/
void assertExpectedTable(String table, int count, int value) {
try {
assertEquals(util.getHBaseAdmin().listTables(table).length, 1);
HTable t = new HTable(util.getConfiguration(), table);
Scan s = new Scan();
ResultScanner sr = t.getScanner(s);
int i = 0;
for (Result r : sr) {
i++;
for (NavigableMap<byte[], byte[]> nm : r.getNoVersionMap().values()) {
for (byte[] val : nm.values()) {
assertTrue(Bytes.equals(val, value(value)));
}
}
}
assertEquals(count, i);
} catch (IOException e) {
fail("Failed due to exception");
}
}
/**
* Test that shows that exception thrown from the RS side will result in an
* exception on the LIHFile client.
*/
@Test(expected=IOException.class)
public void testBulkLoadPhaseFailure() throws Exception {
String table = "bulkLoadPhaseFailure";
setupTable(table, 10);
final AtomicInteger attmptedCalls = new AtomicInteger();
final AtomicInteger failedCalls = new AtomicInteger();
LoadIncrementalHFiles lih = new LoadIncrementalHFiles(
util.getConfiguration()) {
protected List<LoadQueueItem> tryAtomicRegionLoad(final HConnection conn,
byte[] tableName, final byte[] first, Collection<LoadQueueItem> lqis)
throws IOException {
int i = attmptedCalls.incrementAndGet();
if (i == 1) {
HConnection errConn = null;
try {
errConn = getMockedConnection(util.getConfiguration());
} catch (Exception e) {
LOG.fatal("mocking cruft, should never happen", e);
throw new RuntimeException("mocking cruft, should never happen");
}
failedCalls.incrementAndGet();
return super.tryAtomicRegionLoad(errConn, tableName, first, lqis);
}
return super.tryAtomicRegionLoad(conn, tableName, first, lqis);
}
};
// create HFiles for different column families
Path dir = buildBulkFiles(table, 1);
HTable t = new HTable(util.getConfiguration(), Bytes.toBytes(table));
lih.doBulkLoad(dir, t);
fail("doBulkLoad should have thrown an exception");
}
private HConnection getMockedConnection(final Configuration conf)
throws IOException {
HConnection c = Mockito.mock(HConnection.class);
Mockito.when(c.getConfiguration()).thenReturn(conf);
Mockito.doNothing().when(c).close();
// Make it so we return a particular location when asked.
final HRegionLocation loc = new HRegionLocation(HRegionInfo.FIRST_META_REGIONINFO,
"example.org", 1234);
Mockito.when(c.getRegionLocation((byte[]) Mockito.any(),
(byte[]) Mockito.any(), Mockito.anyBoolean())).
thenReturn(loc);
Mockito.when(c.locateRegion((byte[]) Mockito.any(), (byte[]) Mockito.any())).
thenReturn(loc);
HRegionInterface hri = Mockito.mock(HRegionInterface.class);
Mockito.when(hri.bulkLoadHFiles(Mockito.anyList(), (byte [])Mockito.any())).
thenThrow(new IOException("injecting bulk load error"));
Mockito.when(c.getHRegionConnection(Mockito.anyString(), Mockito.anyInt())).
thenReturn(hri);
return c;
}
/**
* This test exercises the path where there is a split after initial
* validation but before the atomic bulk load call. We cannot use presplitting
* to test this path, so we actually inject a split just before the atomic
* region load.
*/
@Test
public void testSplitWhileBulkLoadPhase() throws Exception {
final String table = "splitWhileBulkloadPhase";
setupTable(table, 10);
populateTable(table,1);
assertExpectedTable(table, ROWCOUNT, 1);
// Now let's cause trouble. This will occur after checks and cause bulk
// files to fail when attempt to atomically import. This is recoverable.
final AtomicInteger attemptedCalls = new AtomicInteger();
LoadIncrementalHFiles lih2 = new LoadIncrementalHFiles(
util.getConfiguration()) {
protected void bulkLoadPhase(final HTable htable, final HConnection conn,
ExecutorService pool, Deque<LoadQueueItem> queue,
final Multimap<ByteBuffer, LoadQueueItem> regionGroups) throws IOException {
int i = attemptedCalls.incrementAndGet();
if (i == 1) {
// On first attempt force a split.
forceSplit(table);
}
super.bulkLoadPhase(htable, conn, pool, queue, regionGroups);
}
};
// create HFiles for different column families
HTable t = new HTable(util.getConfiguration(), Bytes.toBytes(table));
Path bulk = buildBulkFiles(table, 2);
lih2.doBulkLoad(bulk, t);
// check that data was loaded
// The three expected attempts are 1) failure because need to split, 2)
// load of split top 3) load of split bottom
assertEquals(attemptedCalls.get(), 3);
assertExpectedTable(table, ROWCOUNT, 2);
}
/**
* This test splits a table and attempts to bulk load. The bulk import files
* should be split before atomically importing.
*/
@Test
public void testGroupOrSplitPresplit() throws Exception {
final String table = "groupOrSplitPresplit";
setupTable(table, 10);
populateTable(table, 1);
assertExpectedTable(table, ROWCOUNT, 1);
forceSplit(table);
final AtomicInteger countedLqis= new AtomicInteger();
LoadIncrementalHFiles lih = new LoadIncrementalHFiles(
util.getConfiguration()) {
protected List<LoadQueueItem> groupOrSplit(
Multimap<ByteBuffer, LoadQueueItem> regionGroups,
final LoadQueueItem item, final HTable htable,
final Pair<byte[][], byte[][]> startEndKeys) throws IOException {
List<LoadQueueItem> lqis = super.groupOrSplit(regionGroups, item, htable, startEndKeys);
if (lqis != null) {
countedLqis.addAndGet(lqis.size());
}
return lqis;
}
};
// create HFiles for different column families
Path bulk = buildBulkFiles(table, 2);
HTable ht = new HTable(util.getConfiguration(), Bytes.toBytes(table));
lih.doBulkLoad(bulk, ht);
assertExpectedTable(table, ROWCOUNT, 2);
assertEquals(20, countedLqis.get());
}
/**
* This simulates an remote exception which should cause LIHF to exit with an
* exception.
*/
@Test(expected = IOException.class)
public void testGroupOrSplitFailure() throws Exception {
String table = "groupOrSplitFailure";
setupTable(table, 10);
LoadIncrementalHFiles lih = new LoadIncrementalHFiles(
util.getConfiguration()) {
int i = 0;
protected List<LoadQueueItem> groupOrSplit(
Multimap<ByteBuffer, LoadQueueItem> regionGroups,
final LoadQueueItem item, final HTable table,
final Pair<byte[][], byte[][]> startEndKeys) throws IOException {
i++;
if (i == 5) {
throw new IOException("failure");
}
return super.groupOrSplit(regionGroups, item, table, startEndKeys);
}
};
// create HFiles for different column families
Path dir = buildBulkFiles(table,1);
HTable t = new HTable(util.getConfiguration(), Bytes.toBytes(table));
lih.doBulkLoad(dir, t);
fail("doBulkLoad should have thrown an exception");
}
@org.junit.Rule
public org.apache.hadoop.hbase.ResourceCheckerJUnitRule cu =
new org.apache.hadoop.hbase.ResourceCheckerJUnitRule();
}