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20 package org.apache.hadoop.hbase.io.hfile;
21
22 import static org.junit.Assert.assertEquals;
23 import static org.junit.Assert.assertFalse;
24 import static org.junit.Assert.assertNotEquals;
25 import static org.junit.Assert.assertTrue;
26
27 import java.io.IOException;
28 import java.util.ArrayList;
29 import java.util.Collection;
30 import java.util.EnumMap;
31 import java.util.List;
32 import java.util.Random;
33
34 import org.apache.commons.logging.Log;
35 import org.apache.commons.logging.LogFactory;
36 import org.apache.hadoop.conf.Configuration;
37 import org.apache.hadoop.fs.FileSystem;
38 import org.apache.hadoop.fs.Path;
39 import org.apache.hadoop.hbase.HBaseTestingUtility;
40 import org.apache.hadoop.hbase.HColumnDescriptor;
41 import org.apache.hadoop.hbase.HConstants;
42 import org.apache.hadoop.hbase.KeyValue;
43 import org.apache.hadoop.hbase.testclassification.MediumTests;
44 import org.apache.hadoop.hbase.Tag;
45 import org.apache.hadoop.hbase.client.Durability;
46 import org.apache.hadoop.hbase.client.Put;
47 import org.apache.hadoop.hbase.fs.HFileSystem;
48 import org.apache.hadoop.hbase.io.compress.Compression;
49 import org.apache.hadoop.hbase.io.encoding.DataBlockEncoding;
50 import org.apache.hadoop.hbase.io.hfile.bucket.BucketCache;
51 import org.apache.hadoop.hbase.regionserver.BloomType;
52 import org.apache.hadoop.hbase.regionserver.HRegion;
53 import org.apache.hadoop.hbase.regionserver.Region;
54 import org.apache.hadoop.hbase.regionserver.StoreFile;
55 import org.apache.hadoop.hbase.util.BloomFilterFactory;
56 import org.apache.hadoop.hbase.util.Bytes;
57 import org.apache.hadoop.hbase.util.ChecksumType;
58 import org.apache.hadoop.hbase.util.EnvironmentEdgeManager;
59 import org.junit.After;
60 import org.junit.AfterClass;
61 import org.junit.Before;
62 import org.junit.Test;
63 import org.junit.experimental.categories.Category;
64 import org.junit.runner.RunWith;
65 import org.junit.runners.Parameterized;
66 import org.junit.runners.Parameterized.Parameters;
67
68 import com.google.common.collect.Lists;
69
70
71
72
73
74 @RunWith(Parameterized.class)
75 @Category(MediumTests.class)
76 public class TestCacheOnWrite {
77
78 private static final Log LOG = LogFactory.getLog(TestCacheOnWrite.class);
79
80 private static final HBaseTestingUtility TEST_UTIL = HBaseTestingUtility.createLocalHTU();
81 private Configuration conf;
82 private CacheConfig cacheConf;
83 private FileSystem fs;
84 private Random rand = new Random(12983177L);
85 private Path storeFilePath;
86 private BlockCache blockCache;
87 private String testDescription;
88
89 private final CacheOnWriteType cowType;
90 private final Compression.Algorithm compress;
91 private final boolean cacheCompressedData;
92
93 private static final int DATA_BLOCK_SIZE = 2048;
94 private static final int NUM_KV = 25000;
95 private static final int INDEX_BLOCK_SIZE = 512;
96 private static final int BLOOM_BLOCK_SIZE = 4096;
97 private static final BloomType BLOOM_TYPE = BloomType.ROWCOL;
98 private static final int CKBYTES = 512;
99
100
101 private static final int NUM_VALID_KEY_TYPES =
102 KeyValue.Type.values().length - 2;
103
104 private static enum CacheOnWriteType {
105 DATA_BLOCKS(CacheConfig.CACHE_BLOCKS_ON_WRITE_KEY,
106 BlockType.DATA, BlockType.ENCODED_DATA),
107 BLOOM_BLOCKS(CacheConfig.CACHE_BLOOM_BLOCKS_ON_WRITE_KEY,
108 BlockType.BLOOM_CHUNK),
109 INDEX_BLOCKS(CacheConfig.CACHE_INDEX_BLOCKS_ON_WRITE_KEY,
110 BlockType.LEAF_INDEX, BlockType.INTERMEDIATE_INDEX);
111
112 private final String confKey;
113 private final BlockType blockType1;
114 private final BlockType blockType2;
115
116 private CacheOnWriteType(String confKey, BlockType blockType) {
117 this(confKey, blockType, blockType);
118 }
119
120 private CacheOnWriteType(String confKey, BlockType blockType1,
121 BlockType blockType2) {
122 this.blockType1 = blockType1;
123 this.blockType2 = blockType2;
124 this.confKey = confKey;
125 }
126
127 public boolean shouldBeCached(BlockType blockType) {
128 return blockType == blockType1 || blockType == blockType2;
129 }
130
131 public void modifyConf(Configuration conf) {
132 for (CacheOnWriteType cowType : CacheOnWriteType.values()) {
133 conf.setBoolean(cowType.confKey, cowType == this);
134 }
135 }
136 }
137
138 public TestCacheOnWrite(CacheOnWriteType cowType, Compression.Algorithm compress,
139 boolean cacheCompressedData, BlockCache blockCache) {
140 this.cowType = cowType;
141 this.compress = compress;
142 this.cacheCompressedData = cacheCompressedData;
143 this.blockCache = blockCache;
144 testDescription = "[cacheOnWrite=" + cowType + ", compress=" + compress +
145 ", cacheCompressedData=" + cacheCompressedData + "]";
146 LOG.info(testDescription);
147 }
148
149 private static List<BlockCache> getBlockCaches() throws IOException {
150 Configuration conf = TEST_UTIL.getConfiguration();
151 List<BlockCache> blockcaches = new ArrayList<BlockCache>();
152
153 blockcaches.add(new CacheConfig(conf).getBlockCache());
154
155
156 TEST_UTIL.getConfiguration().setFloat(LruBlockCache.LRU_HARD_CAPACITY_LIMIT_FACTOR_CONFIG_NAME, 2.0f);
157
158 BlockCache lru = new LruBlockCache(128 * 1024 * 1024, 64 * 1024, TEST_UTIL.getConfiguration());
159 blockcaches.add(lru);
160
161
162 FileSystem.get(conf).mkdirs(TEST_UTIL.getDataTestDir());
163 int[] bucketSizes =
164 { INDEX_BLOCK_SIZE, DATA_BLOCK_SIZE, BLOOM_BLOCK_SIZE, 64 * 1024, 128 * 1024 };
165 BlockCache bucketcache =
166 new BucketCache("offheap", 128 * 1024 * 1024, 64 * 1024, bucketSizes, 5, 64 * 100, null);
167 blockcaches.add(bucketcache);
168 return blockcaches;
169 }
170
171 @Parameters
172 public static Collection<Object[]> getParameters() throws IOException {
173 List<Object[]> params = new ArrayList<Object[]>();
174 for (BlockCache blockCache : getBlockCaches()) {
175 for (CacheOnWriteType cowType : CacheOnWriteType.values()) {
176 for (Compression.Algorithm compress : HBaseTestingUtility.COMPRESSION_ALGORITHMS) {
177 for (boolean cacheCompressedData : new boolean[] { false, true }) {
178 params.add(new Object[] { cowType, compress, cacheCompressedData, blockCache });
179 }
180 }
181 }
182 }
183 return params;
184 }
185
186 private void clearBlockCache(BlockCache blockCache) throws InterruptedException {
187 if (blockCache instanceof LruBlockCache) {
188 ((LruBlockCache) blockCache).clearCache();
189 } else {
190
191 for (int clearCount = 0; blockCache.getBlockCount() > 0; clearCount++) {
192 if (clearCount > 0) {
193 LOG.warn("clear block cache " + blockCache + " " + clearCount + " times, "
194 + blockCache.getBlockCount() + " blocks remaining");
195 Thread.sleep(10);
196 }
197 for (CachedBlock block : Lists.newArrayList(blockCache)) {
198 BlockCacheKey key = new BlockCacheKey(block.getFilename(), block.getOffset());
199
200 for (int evictCount = 0; blockCache.evictBlock(key); evictCount++) {
201 if (evictCount > 1) {
202 LOG.warn("evict block " + block + " in " + blockCache + " " + evictCount
203 + " times, maybe a bug here");
204 }
205 }
206 }
207 }
208 }
209 }
210
211 @Before
212 public void setUp() throws IOException {
213 conf = TEST_UTIL.getConfiguration();
214 this.conf.set("dfs.datanode.data.dir.perm", "700");
215 conf.setInt(HFile.FORMAT_VERSION_KEY, HFile.MAX_FORMAT_VERSION);
216 conf.setInt(HFileBlockIndex.MAX_CHUNK_SIZE_KEY, INDEX_BLOCK_SIZE);
217 conf.setInt(BloomFilterFactory.IO_STOREFILE_BLOOM_BLOCK_SIZE,
218 BLOOM_BLOCK_SIZE);
219 conf.setBoolean(CacheConfig.CACHE_DATA_BLOCKS_COMPRESSED_KEY, cacheCompressedData);
220 cowType.modifyConf(conf);
221 fs = HFileSystem.get(conf);
222 CacheConfig.GLOBAL_BLOCK_CACHE_INSTANCE = blockCache;
223 cacheConf =
224 new CacheConfig(blockCache, true, true, cowType.shouldBeCached(BlockType.DATA),
225 cowType.shouldBeCached(BlockType.LEAF_INDEX),
226 cowType.shouldBeCached(BlockType.BLOOM_CHUNK), false, cacheCompressedData,
227 false, false, false);
228 }
229
230 @After
231 public void tearDown() throws IOException, InterruptedException {
232 clearBlockCache(blockCache);
233 }
234
235 @AfterClass
236 public static void afterClass() throws IOException {
237 TEST_UTIL.cleanupTestDir();
238 }
239
240 private void testStoreFileCacheOnWriteInternals(boolean useTags) throws IOException {
241 writeStoreFile(useTags);
242 readStoreFile(useTags);
243 }
244
245 private void readStoreFile(boolean useTags) throws IOException {
246 AbstractHFileReader reader;
247 if (useTags) {
248 reader = (HFileReaderV3) HFile.createReader(fs, storeFilePath, cacheConf, conf);
249 } else {
250 reader = (HFileReaderV2) HFile.createReader(fs, storeFilePath, cacheConf, conf);
251 }
252 LOG.info("HFile information: " + reader);
253 HFileContext meta = new HFileContextBuilder().withCompression(compress)
254 .withBytesPerCheckSum(CKBYTES).withChecksumType(ChecksumType.NULL)
255 .withBlockSize(DATA_BLOCK_SIZE)
256 .withDataBlockEncoding(NoOpDataBlockEncoder.INSTANCE.getDataBlockEncoding())
257 .withIncludesTags(useTags).build();
258 final boolean cacheBlocks = false;
259 final boolean pread = false;
260 HFileScanner scanner = reader.getScanner(cacheBlocks, pread);
261 assertTrue(testDescription, scanner.seekTo());
262
263 long offset = 0;
264 EnumMap<BlockType, Integer> blockCountByType =
265 new EnumMap<BlockType, Integer>(BlockType.class);
266
267 DataBlockEncoding encodingInCache = NoOpDataBlockEncoder.INSTANCE.getDataBlockEncoding();
268 while (offset < reader.getTrailer().getLoadOnOpenDataOffset()) {
269
270
271 HFileBlock block = reader.readBlock(offset, -1, false, true, false, true, null,
272 encodingInCache);
273 BlockCacheKey blockCacheKey = new BlockCacheKey(reader.getName(),
274 offset);
275 HFileBlock fromCache = (HFileBlock) blockCache.getBlock(blockCacheKey, true, false, true);
276 boolean isCached = fromCache != null;
277 boolean shouldBeCached = cowType.shouldBeCached(block.getBlockType());
278 assertTrue("shouldBeCached: " + shouldBeCached+ "\n" +
279 "isCached: " + isCached + "\n" +
280 "Test description: " + testDescription + "\n" +
281 "block: " + block + "\n" +
282 "encodingInCache: " + encodingInCache + "\n" +
283 "blockCacheKey: " + blockCacheKey,
284 shouldBeCached == isCached);
285 if (isCached) {
286 if (cacheConf.shouldCacheCompressed(fromCache.getBlockType().getCategory())) {
287 if (compress != Compression.Algorithm.NONE) {
288 assertFalse(fromCache.isUnpacked());
289 }
290 fromCache = fromCache.unpack(meta, reader.getUncachedBlockReader());
291 } else {
292 assertTrue(fromCache.isUnpacked());
293 }
294
295 assertEquals(block.getChecksumType(), fromCache.getChecksumType());
296 assertEquals(block.getBlockType(), fromCache.getBlockType());
297 assertNotEquals(block.getBlockType(), BlockType.ENCODED_DATA);
298 assertEquals(block.getOnDiskSizeWithHeader(), fromCache.getOnDiskSizeWithHeader());
299 assertEquals(block.getOnDiskSizeWithoutHeader(), fromCache.getOnDiskSizeWithoutHeader());
300 assertEquals(
301 block.getUncompressedSizeWithoutHeader(), fromCache.getUncompressedSizeWithoutHeader());
302 }
303 offset += block.getOnDiskSizeWithHeader();
304 BlockType bt = block.getBlockType();
305 Integer count = blockCountByType.get(bt);
306 blockCountByType.put(bt, (count == null ? 0 : count) + 1);
307 }
308
309 LOG.info("Block count by type: " + blockCountByType);
310 String countByType = blockCountByType.toString();
311 if (useTags) {
312 assertEquals("{" + BlockType.DATA
313 + "=2663, LEAF_INDEX=297, BLOOM_CHUNK=9, INTERMEDIATE_INDEX=32}", countByType);
314 } else {
315 assertEquals("{" + BlockType.DATA
316 + "=2498, LEAF_INDEX=278, BLOOM_CHUNK=9, INTERMEDIATE_INDEX=31}", countByType);
317 }
318
319
320 while (scanner.next()) {
321 scanner.getKeyValue();
322 }
323 reader.close();
324 }
325
326 public static KeyValue.Type generateKeyType(Random rand) {
327 if (rand.nextBoolean()) {
328
329 return KeyValue.Type.Put;
330 } else {
331 KeyValue.Type keyType = KeyValue.Type.values()[1 + rand.nextInt(NUM_VALID_KEY_TYPES)];
332 if (keyType == KeyValue.Type.Minimum || keyType == KeyValue.Type.Maximum) {
333 throw new RuntimeException("Generated an invalid key type: " + keyType + ". "
334 + "Probably the layout of KeyValue.Type has changed.");
335 }
336 return keyType;
337 }
338 }
339
340 private void writeStoreFile(boolean useTags) throws IOException {
341 if(useTags) {
342 TEST_UTIL.getConfiguration().setInt("hfile.format.version", 3);
343 } else {
344 TEST_UTIL.getConfiguration().setInt("hfile.format.version", 2);
345 }
346 Path storeFileParentDir = new Path(TEST_UTIL.getDataTestDir(),
347 "test_cache_on_write");
348 HFileContext meta = new HFileContextBuilder().withCompression(compress)
349 .withBytesPerCheckSum(CKBYTES).withChecksumType(ChecksumType.NULL)
350 .withBlockSize(DATA_BLOCK_SIZE)
351 .withDataBlockEncoding(NoOpDataBlockEncoder.INSTANCE.getDataBlockEncoding())
352 .withIncludesTags(useTags).build();
353 StoreFile.Writer sfw = new StoreFile.WriterBuilder(conf, cacheConf, fs)
354 .withOutputDir(storeFileParentDir).withComparator(KeyValue.COMPARATOR)
355 .withFileContext(meta)
356 .withBloomType(BLOOM_TYPE).withMaxKeyCount(NUM_KV).build();
357 byte[] cf = Bytes.toBytes("fam");
358 for (int i = 0; i < NUM_KV; ++i) {
359 byte[] row = TestHFileWriterV2.randomOrderedKey(rand, i);
360 byte[] qualifier = TestHFileWriterV2.randomRowOrQualifier(rand);
361 byte[] value = TestHFileWriterV2.randomValue(rand);
362 KeyValue kv;
363 if(useTags) {
364 Tag t = new Tag((byte) 1, "visibility");
365 List<Tag> tagList = new ArrayList<Tag>();
366 tagList.add(t);
367 Tag[] tags = new Tag[1];
368 tags[0] = t;
369 kv =
370 new KeyValue(row, 0, row.length, cf, 0, cf.length, qualifier, 0, qualifier.length,
371 rand.nextLong(), generateKeyType(rand), value, 0, value.length, tagList);
372 } else {
373 kv =
374 new KeyValue(row, 0, row.length, cf, 0, cf.length, qualifier, 0, qualifier.length,
375 rand.nextLong(), generateKeyType(rand), value, 0, value.length);
376 }
377 sfw.append(kv);
378 }
379
380 sfw.close();
381 storeFilePath = sfw.getPath();
382 }
383
384 private void testNotCachingDataBlocksDuringCompactionInternals(boolean useTags)
385 throws IOException, InterruptedException {
386 if (useTags) {
387 TEST_UTIL.getConfiguration().setInt("hfile.format.version", 3);
388 } else {
389 TEST_UTIL.getConfiguration().setInt("hfile.format.version", 2);
390 }
391
392
393
394 final String table = "CompactionCacheOnWrite";
395 final String cf = "myCF";
396 final byte[] cfBytes = Bytes.toBytes(cf);
397 final int maxVersions = 3;
398 Region region = TEST_UTIL.createTestRegion(table,
399 new HColumnDescriptor(cf)
400 .setCompressionType(compress)
401 .setBloomFilterType(BLOOM_TYPE)
402 .setMaxVersions(maxVersions)
403 .setDataBlockEncoding(NoOpDataBlockEncoder.INSTANCE.getDataBlockEncoding())
404 );
405 int rowIdx = 0;
406 long ts = EnvironmentEdgeManager.currentTime();
407 for (int iFile = 0; iFile < 5; ++iFile) {
408 for (int iRow = 0; iRow < 500; ++iRow) {
409 String rowStr = "" + (rowIdx * rowIdx * rowIdx) + "row" + iFile + "_" +
410 iRow;
411 Put p = new Put(Bytes.toBytes(rowStr));
412 ++rowIdx;
413 for (int iCol = 0; iCol < 10; ++iCol) {
414 String qualStr = "col" + iCol;
415 String valueStr = "value_" + rowStr + "_" + qualStr;
416 for (int iTS = 0; iTS < 5; ++iTS) {
417 if (useTags) {
418 Tag t = new Tag((byte) 1, "visibility");
419 Tag[] tags = new Tag[1];
420 tags[0] = t;
421 KeyValue kv = new KeyValue(Bytes.toBytes(rowStr), cfBytes, Bytes.toBytes(qualStr),
422 HConstants.LATEST_TIMESTAMP, Bytes.toBytes(valueStr), tags);
423 p.add(kv);
424 } else {
425 p.addColumn(cfBytes, Bytes.toBytes(qualStr), ts++, Bytes.toBytes(valueStr));
426 }
427 }
428 }
429 p.setDurability(Durability.ASYNC_WAL);
430 region.put(p);
431 }
432 region.flush(true);
433 }
434 clearBlockCache(blockCache);
435 assertEquals(0, blockCache.getBlockCount());
436 region.compact(false);
437 LOG.debug("compactStores() returned");
438
439 for (CachedBlock block: blockCache) {
440 assertNotEquals(BlockType.ENCODED_DATA, block.getBlockType());
441 assertNotEquals(BlockType.DATA, block.getBlockType());
442 }
443 ((HRegion)region).close();
444 }
445
446 @Test
447 public void testStoreFileCacheOnWrite() throws IOException {
448 testStoreFileCacheOnWriteInternals(false);
449 testStoreFileCacheOnWriteInternals(true);
450 }
451
452 @Test
453 public void testNotCachingDataBlocksDuringCompaction() throws IOException, InterruptedException {
454 testNotCachingDataBlocksDuringCompactionInternals(false);
455 testNotCachingDataBlocksDuringCompactionInternals(true);
456 }
457 }