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TextHashFunctions.java 15KB

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  1. /*
  2. * Copyright (C) 2010, Google Inc. and others
  3. *
  4. * This program and the accompanying materials are made available under the
  5. * terms of the Eclipse Distribution License v. 1.0 which is available at
  6. * https://www.eclipse.org/org/documents/edl-v10.php.
  7. *
  8. * SPDX-License-Identifier: BSD-3-Clause
  9. */
  10. package org.eclipse.jgit.pgm.debug;
  11. import static java.lang.Integer.valueOf;
  12. import static java.lang.Long.valueOf;
  13. import java.io.File;
  14. import java.lang.reflect.Field;
  15. import java.security.MessageDigest;
  16. import java.util.ArrayList;
  17. import java.util.Arrays;
  18. import java.util.HashSet;
  19. import java.util.List;
  20. import org.eclipse.jgit.diff.RawText;
  21. import org.eclipse.jgit.diff.RawTextComparator;
  22. import org.eclipse.jgit.errors.LargeObjectException;
  23. import org.eclipse.jgit.lib.Constants;
  24. import org.eclipse.jgit.lib.FileMode;
  25. import org.eclipse.jgit.lib.MutableObjectId;
  26. import org.eclipse.jgit.lib.ObjectReader;
  27. import org.eclipse.jgit.lib.Repository;
  28. import org.eclipse.jgit.lib.RepositoryBuilder;
  29. import org.eclipse.jgit.lib.RepositoryCache;
  30. import org.eclipse.jgit.pgm.Command;
  31. import org.eclipse.jgit.pgm.TextBuiltin;
  32. import org.eclipse.jgit.pgm.internal.CLIText;
  33. import org.eclipse.jgit.revwalk.RevWalk;
  34. import org.eclipse.jgit.treewalk.TreeWalk;
  35. import org.eclipse.jgit.util.FS;
  36. import org.eclipse.jgit.util.NB;
  37. import org.kohsuke.args4j.Option;
  38. /**
  39. * Scan repository to compute maximum number of collisions for hash functions.
  40. *
  41. * This is a test suite to help benchmark the collision rate of hash functions
  42. * when applied to file contents in a Git repository. The test scans all text
  43. * files in the HEAD revision of the repository it is run within. For each file
  44. * it finds the unique lines, and then inserts those lines into a hash table to
  45. * determine collision rates under the selected hash functions.
  46. *
  47. * To add another hash function to the test suite, declare a new instance member
  48. * field of type {@link Hash} and implement the hashRegion method. The test
  49. * suite will automatically pick up the new function through reflection.
  50. *
  51. * To add another folding function (method of squashing a 32 bit hash code into
  52. * the hash tables smaller array index space), declare a new instance field of
  53. * type {@link Fold} and implement the logic. The test suite will automatically
  54. * pick up the new function through reflection.
  55. */
  56. @Command(usage = "usage_TextHashFunctions")
  57. class TextHashFunctions extends TextBuiltin {
  58. /** Standard SHA-1 on the line, using the first 4 bytes as the hash code. */
  59. final Hash sha1 = new Hash() {
  60. private final MessageDigest md = Constants.newMessageDigest();
  61. @Override
  62. protected int hashRegion(byte[] raw, int ptr, int end) {
  63. md.reset();
  64. md.update(raw, ptr, end - ptr);
  65. return NB.decodeInt32(md.digest(), 0);
  66. }
  67. };
  68. /** Professor Daniel J. Bernstein's rather popular string hash. */
  69. final Hash djb = new Hash() {
  70. @Override
  71. protected int hashRegion(byte[] raw, int ptr, int end) {
  72. int hash = 5381;
  73. for (; ptr < end; ptr++)
  74. hash = ((hash << 5) + hash) + (raw[ptr] & 0xff);
  75. return hash;
  76. }
  77. };
  78. /** Hash function commonly used by java.lang.String. */
  79. final Hash string_hash31 = new Hash() {
  80. @Override
  81. protected int hashRegion(byte[] raw, int ptr, int end) {
  82. int hash = 0;
  83. for (; ptr < end; ptr++)
  84. hash = 31 * hash + (raw[ptr] & 0xff);
  85. return hash;
  86. }
  87. };
  88. /** The Rabin polynomial hash that is used by our own DeltaIndex. */
  89. final Hash rabin_DeltaIndex = new Hash() {
  90. private final byte[] buf16 = new byte[16];
  91. @Override
  92. protected int hashRegion(byte[] raw, int ptr, int end) {
  93. if (end - ptr < 16) {
  94. Arrays.fill(buf16, (byte) 0);
  95. System.arraycopy(raw, ptr, buf16, 0, end - ptr);
  96. return rabin(buf16, 0);
  97. }
  98. return rabin(raw, ptr);
  99. }
  100. private int rabin(byte[] raw, int ptr) {
  101. int hash;
  102. // The first 4 steps collapse out into a 4 byte big-endian decode,
  103. // with a larger right shift as we combined shift lefts together.
  104. //
  105. hash = ((raw[ptr] & 0xff) << 24) //
  106. | ((raw[ptr + 1] & 0xff) << 16) //
  107. | ((raw[ptr + 2] & 0xff) << 8) //
  108. | (raw[ptr + 3] & 0xff);
  109. hash ^= T[hash >>> 31];
  110. hash = ((hash << 8) | (raw[ptr + 4] & 0xff)) ^ T[hash >>> 23];
  111. hash = ((hash << 8) | (raw[ptr + 5] & 0xff)) ^ T[hash >>> 23];
  112. hash = ((hash << 8) | (raw[ptr + 6] & 0xff)) ^ T[hash >>> 23];
  113. hash = ((hash << 8) | (raw[ptr + 7] & 0xff)) ^ T[hash >>> 23];
  114. hash = ((hash << 8) | (raw[ptr + 8] & 0xff)) ^ T[hash >>> 23];
  115. hash = ((hash << 8) | (raw[ptr + 9] & 0xff)) ^ T[hash >>> 23];
  116. hash = ((hash << 8) | (raw[ptr + 10] & 0xff)) ^ T[hash >>> 23];
  117. hash = ((hash << 8) | (raw[ptr + 11] & 0xff)) ^ T[hash >>> 23];
  118. hash = ((hash << 8) | (raw[ptr + 12] & 0xff)) ^ T[hash >>> 23];
  119. hash = ((hash << 8) | (raw[ptr + 13] & 0xff)) ^ T[hash >>> 23];
  120. hash = ((hash << 8) | (raw[ptr + 14] & 0xff)) ^ T[hash >>> 23];
  121. hash = ((hash << 8) | (raw[ptr + 15] & 0xff)) ^ T[hash >>> 23];
  122. return hash;
  123. }
  124. private final int[] T = { 0x00000000, 0xd4c6b32d, 0x7d4bd577,
  125. 0xa98d665a, 0x2e5119c3, 0xfa97aaee, 0x531accb4, 0x87dc7f99,
  126. 0x5ca23386, 0x886480ab, 0x21e9e6f1, 0xf52f55dc, 0x72f32a45,
  127. 0xa6359968, 0x0fb8ff32, 0xdb7e4c1f, 0x6d82d421, 0xb944670c,
  128. 0x10c90156, 0xc40fb27b, 0x43d3cde2, 0x97157ecf, 0x3e981895,
  129. 0xea5eabb8, 0x3120e7a7, 0xe5e6548a, 0x4c6b32d0, 0x98ad81fd,
  130. 0x1f71fe64, 0xcbb74d49, 0x623a2b13, 0xb6fc983e, 0x0fc31b6f,
  131. 0xdb05a842, 0x7288ce18, 0xa64e7d35, 0x219202ac, 0xf554b181,
  132. 0x5cd9d7db, 0x881f64f6, 0x536128e9, 0x87a79bc4, 0x2e2afd9e,
  133. 0xfaec4eb3, 0x7d30312a, 0xa9f68207, 0x007be45d, 0xd4bd5770,
  134. 0x6241cf4e, 0xb6877c63, 0x1f0a1a39, 0xcbcca914, 0x4c10d68d,
  135. 0x98d665a0, 0x315b03fa, 0xe59db0d7, 0x3ee3fcc8, 0xea254fe5,
  136. 0x43a829bf, 0x976e9a92, 0x10b2e50b, 0xc4745626, 0x6df9307c,
  137. 0xb93f8351, 0x1f8636de, 0xcb4085f3, 0x62cde3a9, 0xb60b5084,
  138. 0x31d72f1d, 0xe5119c30, 0x4c9cfa6a, 0x985a4947, 0x43240558,
  139. 0x97e2b675, 0x3e6fd02f, 0xeaa96302, 0x6d751c9b, 0xb9b3afb6,
  140. 0x103ec9ec, 0xc4f87ac1, 0x7204e2ff, 0xa6c251d2, 0x0f4f3788,
  141. 0xdb8984a5, 0x5c55fb3c, 0x88934811, 0x211e2e4b, 0xf5d89d66,
  142. 0x2ea6d179, 0xfa606254, 0x53ed040e, 0x872bb723, 0x00f7c8ba,
  143. 0xd4317b97, 0x7dbc1dcd, 0xa97aaee0, 0x10452db1, 0xc4839e9c,
  144. 0x6d0ef8c6, 0xb9c84beb, 0x3e143472, 0xead2875f, 0x435fe105,
  145. 0x97995228, 0x4ce71e37, 0x9821ad1a, 0x31accb40, 0xe56a786d,
  146. 0x62b607f4, 0xb670b4d9, 0x1ffdd283, 0xcb3b61ae, 0x7dc7f990,
  147. 0xa9014abd, 0x008c2ce7, 0xd44a9fca, 0x5396e053, 0x8750537e,
  148. 0x2edd3524, 0xfa1b8609, 0x2165ca16, 0xf5a3793b, 0x5c2e1f61,
  149. 0x88e8ac4c, 0x0f34d3d5, 0xdbf260f8, 0x727f06a2, 0xa6b9b58f,
  150. 0x3f0c6dbc, 0xebcade91, 0x4247b8cb, 0x96810be6, 0x115d747f,
  151. 0xc59bc752, 0x6c16a108, 0xb8d01225, 0x63ae5e3a, 0xb768ed17,
  152. 0x1ee58b4d, 0xca233860, 0x4dff47f9, 0x9939f4d4, 0x30b4928e,
  153. 0xe47221a3, 0x528eb99d, 0x86480ab0, 0x2fc56cea, 0xfb03dfc7,
  154. 0x7cdfa05e, 0xa8191373, 0x01947529, 0xd552c604, 0x0e2c8a1b,
  155. 0xdaea3936, 0x73675f6c, 0xa7a1ec41, 0x207d93d8, 0xf4bb20f5,
  156. 0x5d3646af, 0x89f0f582, 0x30cf76d3, 0xe409c5fe, 0x4d84a3a4,
  157. 0x99421089, 0x1e9e6f10, 0xca58dc3d, 0x63d5ba67, 0xb713094a,
  158. 0x6c6d4555, 0xb8abf678, 0x11269022, 0xc5e0230f, 0x423c5c96,
  159. 0x96faefbb, 0x3f7789e1, 0xebb13acc, 0x5d4da2f2, 0x898b11df,
  160. 0x20067785, 0xf4c0c4a8, 0x731cbb31, 0xa7da081c, 0x0e576e46,
  161. 0xda91dd6b, 0x01ef9174, 0xd5292259, 0x7ca44403, 0xa862f72e,
  162. 0x2fbe88b7, 0xfb783b9a, 0x52f55dc0, 0x8633eeed, 0x208a5b62,
  163. 0xf44ce84f, 0x5dc18e15, 0x89073d38, 0x0edb42a1, 0xda1df18c,
  164. 0x739097d6, 0xa75624fb, 0x7c2868e4, 0xa8eedbc9, 0x0163bd93,
  165. 0xd5a50ebe, 0x52797127, 0x86bfc20a, 0x2f32a450, 0xfbf4177d,
  166. 0x4d088f43, 0x99ce3c6e, 0x30435a34, 0xe485e919, 0x63599680,
  167. 0xb79f25ad, 0x1e1243f7, 0xcad4f0da, 0x11aabcc5, 0xc56c0fe8,
  168. 0x6ce169b2, 0xb827da9f, 0x3ffba506, 0xeb3d162b, 0x42b07071,
  169. 0x9676c35c, 0x2f49400d, 0xfb8ff320, 0x5202957a, 0x86c42657,
  170. 0x011859ce, 0xd5deeae3, 0x7c538cb9, 0xa8953f94, 0x73eb738b,
  171. 0xa72dc0a6, 0x0ea0a6fc, 0xda6615d1, 0x5dba6a48, 0x897cd965,
  172. 0x20f1bf3f, 0xf4370c12, 0x42cb942c, 0x960d2701, 0x3f80415b,
  173. 0xeb46f276, 0x6c9a8def, 0xb85c3ec2, 0x11d15898, 0xc517ebb5,
  174. 0x1e69a7aa, 0xcaaf1487, 0x632272dd, 0xb7e4c1f0, 0x3038be69,
  175. 0xe4fe0d44, 0x4d736b1e, 0x99b5d833 };
  176. };
  177. /** Bitwise-and to extract only the low bits. */
  178. final Fold truncate = new Fold() {
  179. @Override
  180. public int fold(int hash, int bits) {
  181. return hash & ((1 << bits) - 1);
  182. }
  183. };
  184. /** Applies the golden ratio and takes the upper bits. */
  185. final Fold golden_ratio = new Fold() {
  186. @Override
  187. public int fold(int hash, int bits) {
  188. /* 2^31 + 2^29 - 2^25 + 2^22 - 2^19 - 2^16 + 1 */
  189. return (hash * 0x9e370001) >>> (32 - bits);
  190. }
  191. };
  192. // -----------------------------------------------------------------------
  193. //
  194. // Implementation of the suite lives below this line.
  195. //
  196. //
  197. @Option(name = "--hash", metaVar = "NAME", usage = "Enable hash function(s)")
  198. List<String> hashFunctions = new ArrayList<>();
  199. @Option(name = "--fold", metaVar = "NAME", usage = "Enable fold function(s)")
  200. List<String> foldFunctions = new ArrayList<>();
  201. @Option(name = "--text-limit", metaVar = "LIMIT", usage = "Maximum size in KiB to scan")
  202. int textLimit = 15 * 1024; // 15 MiB as later we do * 1024.
  203. @Option(name = "--repository", aliases = { "-r" }, metaVar = "GIT_DIR", usage = "Repository to scan")
  204. List<File> gitDirs = new ArrayList<>();
  205. /** {@inheritDoc} */
  206. @Override
  207. protected boolean requiresRepository() {
  208. return false;
  209. }
  210. /** {@inheritDoc} */
  211. @Override
  212. protected void run() throws Exception {
  213. if (gitDirs.isEmpty()) {
  214. RepositoryBuilder rb = new RepositoryBuilder() //
  215. .setGitDir(new File(gitdir)) //
  216. .readEnvironment() //
  217. .findGitDir();
  218. if (rb.getGitDir() == null)
  219. throw die(CLIText.get().cantFindGitDirectory);
  220. gitDirs.add(rb.getGitDir());
  221. }
  222. for (File dir : gitDirs) {
  223. RepositoryBuilder rb = new RepositoryBuilder();
  224. if (RepositoryCache.FileKey.isGitRepository(dir, FS.DETECTED))
  225. rb.setGitDir(dir);
  226. else
  227. rb.findGitDir(dir);
  228. try (Repository repo = rb.build()) {
  229. run(repo);
  230. }
  231. }
  232. }
  233. private void run(Repository repo) throws Exception {
  234. List<Function> all = init();
  235. long fileCnt = 0;
  236. long lineCnt = 0;
  237. try (ObjectReader or = repo.newObjectReader();
  238. RevWalk rw = new RevWalk(or);
  239. TreeWalk tw = new TreeWalk(or)) {
  240. final MutableObjectId id = new MutableObjectId();
  241. tw.reset(rw.parseTree(repo.resolve(Constants.HEAD)));
  242. tw.setRecursive(true);
  243. while (tw.next()) {
  244. FileMode fm = tw.getFileMode(0);
  245. if (!FileMode.REGULAR_FILE.equals(fm)
  246. && !FileMode.EXECUTABLE_FILE.equals(fm))
  247. continue;
  248. byte[] raw;
  249. try {
  250. tw.getObjectId(id, 0);
  251. raw = or.open(id).getCachedBytes(textLimit * 1024);
  252. } catch (LargeObjectException tooBig) {
  253. continue;
  254. }
  255. if (RawText.isBinary(raw))
  256. continue;
  257. RawText txt = new RawText(raw);
  258. int[] lines = new int[txt.size()];
  259. int cnt = 0;
  260. HashSet<Line> u = new HashSet<>();
  261. for (int i = 0; i < txt.size(); i++) {
  262. if (u.add(new Line(txt, i)))
  263. lines[cnt++] = i;
  264. }
  265. fileCnt++;
  266. lineCnt += cnt;
  267. for (Function fun : all)
  268. testOne(fun, txt, lines, cnt);
  269. }
  270. }
  271. File directory = repo.getDirectory();
  272. if (directory != null) {
  273. String name = directory.getName();
  274. File parent = directory.getParentFile();
  275. if (name.equals(Constants.DOT_GIT) && parent != null)
  276. name = parent.getName();
  277. outw.println(name + ":"); //$NON-NLS-1$
  278. }
  279. outw.format(" %6d files; %5d avg. unique lines/file\n", //$NON-NLS-1$
  280. valueOf(fileCnt), //
  281. valueOf(lineCnt / fileCnt));
  282. outw.format("%-20s %-15s %9s\n", "Hash", "Fold", "Max Len"); //$NON-NLS-1$ //$NON-NLS-2$ //$NON-NLS-3$ //$NON-NLS-4$
  283. outw.println("-----------------------------------------------"); //$NON-NLS-1$
  284. String lastHashName = null;
  285. for (Function fun : all) {
  286. String hashName = fun.hash.name;
  287. if (hashName.equals(lastHashName))
  288. hashName = ""; //$NON-NLS-1$
  289. outw.format("%-20s %-15s %9d\n", // //$NON-NLS-1$
  290. hashName, //
  291. fun.fold.name, //
  292. valueOf(fun.maxChainLength));
  293. lastHashName = fun.hash.name;
  294. }
  295. outw.println();
  296. outw.flush();
  297. }
  298. private static void testOne(Function fun, RawText txt, int[] elements,
  299. int cnt) {
  300. final Hash cmp = fun.hash;
  301. final Fold fold = fun.fold;
  302. final int bits = tableBits(cnt);
  303. final int[] buckets = new int[1 << bits];
  304. for (int i = 0; i < cnt; i++)
  305. buckets[fold.fold(cmp.hash(txt, elements[i]), bits)]++;
  306. int maxChainLength = 0;
  307. for (int i = 0; i < buckets.length; i++)
  308. maxChainLength = Math.max(maxChainLength, buckets[i]);
  309. fun.maxChainLength = Math.max(fun.maxChainLength, maxChainLength);
  310. }
  311. private List<Function> init() {
  312. List<Hash> hashes = new ArrayList<>();
  313. List<Fold> folds = new ArrayList<>();
  314. try {
  315. for (Field f : TextHashFunctions.class.getDeclaredFields()) {
  316. if (f.getType() == Hash.class) {
  317. f.setAccessible(true);
  318. Hash cmp = (Hash) f.get(this);
  319. cmp.name = f.getName();
  320. hashes.add(cmp);
  321. } else if (f.getType() == Fold.class) {
  322. f.setAccessible(true);
  323. Fold fold = (Fold) f.get(this);
  324. fold.name = f.getName();
  325. folds.add(fold);
  326. }
  327. }
  328. } catch (IllegalArgumentException | IllegalAccessException e) {
  329. throw new RuntimeException("Cannot determine names", e); //$NON-NLS-1$
  330. }
  331. List<Function> all = new ArrayList<>();
  332. for (Hash cmp : hashes) {
  333. if (include(cmp.name, hashFunctions)) {
  334. for (Fold f : folds) {
  335. if (include(f.name, foldFunctions)) {
  336. all.add(new Function(cmp, f));
  337. }
  338. }
  339. }
  340. }
  341. return all;
  342. }
  343. private static boolean include(String name, List<String> want) {
  344. if (want.isEmpty())
  345. return true;
  346. for (String s : want) {
  347. if (s.equalsIgnoreCase(name))
  348. return true;
  349. }
  350. return false;
  351. }
  352. private static class Function {
  353. final Hash hash;
  354. final Fold fold;
  355. int maxChainLength;
  356. Function(Hash cmp, Fold fold) {
  357. this.hash = cmp;
  358. this.fold = fold;
  359. }
  360. }
  361. /** Base class for any hashCode function to be tested. */
  362. private abstract static class Hash extends RawTextComparator {
  363. String name;
  364. @Override
  365. public boolean equals(RawText a, int ai, RawText b, int bi) {
  366. return RawTextComparator.DEFAULT.equals(a, ai, b, bi);
  367. }
  368. }
  369. /** Base class for any hashCode folding function to be tested. */
  370. private abstract static class Fold {
  371. String name;
  372. /**
  373. * Fold the given 32-bit hash code into only {@code bits} of space.
  374. *
  375. * @param hash
  376. * the 32 bit hash code to be folded into a smaller value.
  377. * @param bits
  378. * total number of bits that can appear in the output. The
  379. * output value must be in the range {@code [0, 1 << bits)}.
  380. * When bits = 2, valid outputs are 0, 1, 2, 3.
  381. * @return the folded hash, squeezed into only {@code bits}.
  382. */
  383. abstract int fold(int hash, int bits);
  384. }
  385. /** Utility to help us identify unique lines in a file. */
  386. private static class Line {
  387. private final RawText txt;
  388. private final int pos;
  389. Line(RawText txt, int pos) {
  390. this.txt = txt;
  391. this.pos = pos;
  392. }
  393. @Override
  394. public int hashCode() {
  395. return RawTextComparator.DEFAULT.hash(txt, pos);
  396. }
  397. @Override
  398. public boolean equals(Object obj) {
  399. if (obj instanceof Line) {
  400. Line e = (Line) obj;
  401. return RawTextComparator.DEFAULT.equals(txt, pos, e.txt, e.pos);
  402. }
  403. return false;
  404. }
  405. }
  406. private static int tableBits(int sz) {
  407. int bits = 31 - Integer.numberOfLeadingZeros(sz);
  408. if (bits == 0)
  409. bits = 1;
  410. if (1 << bits < sz)
  411. bits++;
  412. return bits;
  413. }
  414. }