| 1 | /* |
| 2 | * This license covers this C port of |
| 3 | * Coda Hale's Golang HdrHistogram https://github.com/codahale/hdrhistogram |
| 4 | * at revision 3a0bb77429bd3a61596f5e8a3172445844342120 |
| 5 | * |
| 6 | * ---------------------------------------------------------------------------- |
| 7 | * |
| 8 | * The MIT License (MIT) |
| 9 | * |
| 10 | * Copyright (c) 2014 Coda Hale |
| 11 | * |
| 12 | * Permission is hereby granted, free of charge, to any person obtaining a copy |
| 13 | * of this software and associated documentation files (the "Software"), to deal |
| 14 | * in the Software without restriction, including without limitation the rights |
| 15 | * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell |
| 16 | * copies of the Software, and to permit persons to whom the Software is |
| 17 | * furnished to do so, subject to the following conditions: |
| 18 | * |
| 19 | * The above copyright notice and this permission notice shall be included in |
| 20 | * all copies or substantial portions of the Software. |
| 21 | * |
| 22 | * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR |
| 23 | * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, |
| 24 | * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE |
| 25 | * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER |
| 26 | * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, |
| 27 | * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN |
| 28 | * THE SOFTWARE. |
| 29 | */ |
| 30 | |
| 31 | /* |
| 32 | * librdkafka - Apache Kafka C library |
| 33 | * |
| 34 | * Copyright (c) 2018, Magnus Edenhill |
| 35 | * All rights reserved. |
| 36 | * |
| 37 | * Redistribution and use in source and binary forms, with or without |
| 38 | * modification, are permitted provided that the following conditions are met: |
| 39 | * |
| 40 | * 1. Redistributions of source code must retain the above copyright notice, |
| 41 | * this list of conditions and the following disclaimer. |
| 42 | * 2. Redistributions in binary form must reproduce the above copyright notice, |
| 43 | * this list of conditions and the following disclaimer in the documentation |
| 44 | * and/or other materials provided with the distribution. |
| 45 | * |
| 46 | * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" |
| 47 | * AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE |
| 48 | * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE |
| 49 | * ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE |
| 50 | * LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR |
| 51 | * CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT |
| 52 | * SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS |
| 53 | * INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN |
| 54 | * CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) |
| 55 | * ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE |
| 56 | * POSSIBILITY OF SUCH DAMAGE. |
| 57 | */ |
| 58 | |
| 59 | /** |
| 60 | * Minimal C Hdr_Histogram based on Coda Hale's Golang implementation. |
| 61 | * https://github.com/codahale/hdr_histogram |
| 62 | * |
| 63 | * |
| 64 | * A Histogram is a lossy data structure used to record the distribution of |
| 65 | * non-normally distributed data (like latency) with a high degree of accuracy |
| 66 | * and a bounded degree of precision. |
| 67 | * |
| 68 | * |
| 69 | */ |
| 70 | |
| 71 | #include "rd.h" |
| 72 | |
| 73 | #include <stdlib.h> |
| 74 | #include <string.h> |
| 75 | #include <math.h> |
| 76 | |
| 77 | #include "rdhdrhistogram.h" |
| 78 | #include "rdunittest.h" |
| 79 | #include "rdfloat.h" |
| 80 | |
| 81 | void rd_hdr_histogram_destroy (rd_hdr_histogram_t *hdr) { |
| 82 | free(hdr); |
| 83 | } |
| 84 | |
| 85 | rd_hdr_histogram_t *rd_hdr_histogram_new (int64_t minValue, int64_t maxValue, |
| 86 | int significantFigures) { |
| 87 | rd_hdr_histogram_t *hdr; |
| 88 | int64_t largestValueWithSingleUnitResolution; |
| 89 | int32_t subBucketCountMagnitude; |
| 90 | int32_t subBucketHalfCountMagnitude; |
| 91 | int32_t unitMagnitude; |
| 92 | int32_t subBucketCount; |
| 93 | int32_t subBucketHalfCount; |
| 94 | int64_t subBucketMask; |
| 95 | int64_t smallestUntrackableValue; |
| 96 | int32_t bucketsNeeded = 1; |
| 97 | int32_t bucketCount; |
| 98 | int32_t countsLen; |
| 99 | |
| 100 | if (significantFigures < 1 || significantFigures > 5) |
| 101 | return NULL; |
| 102 | |
| 103 | largestValueWithSingleUnitResolution = |
| 104 | (int64_t)(2.0 * pow(10.0, (double)significantFigures)); |
| 105 | |
| 106 | subBucketCountMagnitude = |
| 107 | (int32_t)ceil( |
| 108 | log2((double)largestValueWithSingleUnitResolution)); |
| 109 | |
| 110 | subBucketHalfCountMagnitude = RD_MAX(subBucketCountMagnitude, 1) - 1; |
| 111 | |
| 112 | unitMagnitude = (int32_t)RD_MAX(floor(log2((double)minValue)), 0); |
| 113 | |
| 114 | subBucketCount = (int32_t)pow(2, |
| 115 | (double)subBucketHalfCountMagnitude+1.0); |
| 116 | |
| 117 | subBucketHalfCount = subBucketCount / 2; |
| 118 | |
| 119 | subBucketMask = (int64_t)(subBucketCount-1) << unitMagnitude; |
| 120 | |
| 121 | /* Determine exponent range needed to support the trackable |
| 122 | * value with no overflow: */ |
| 123 | smallestUntrackableValue = (int64_t)subBucketCount << unitMagnitude; |
| 124 | while (smallestUntrackableValue < maxValue) { |
| 125 | smallestUntrackableValue <<= 1; |
| 126 | bucketsNeeded++; |
| 127 | } |
| 128 | |
| 129 | bucketCount = bucketsNeeded; |
| 130 | countsLen = (bucketCount + 1) * (subBucketCount / 2); |
| 131 | hdr = calloc(1, sizeof(*hdr) + (sizeof(*hdr->counts) * countsLen)); |
| 132 | hdr->counts = (int64_t *)(hdr+1); |
| 133 | hdr->allocatedSize = sizeof(*hdr) + (sizeof(*hdr->counts) * countsLen); |
| 134 | |
| 135 | hdr->lowestTrackableValue = minValue; |
| 136 | hdr->highestTrackableValue = maxValue; |
| 137 | hdr->unitMagnitude = unitMagnitude; |
| 138 | hdr->significantFigures = significantFigures; |
| 139 | hdr->subBucketHalfCountMagnitude = subBucketHalfCountMagnitude; |
| 140 | hdr->subBucketHalfCount = subBucketHalfCount; |
| 141 | hdr->subBucketMask = subBucketMask; |
| 142 | hdr->subBucketCount = subBucketCount; |
| 143 | hdr->bucketCount = bucketCount; |
| 144 | hdr->countsLen = countsLen; |
| 145 | hdr->totalCount = 0; |
| 146 | hdr->lowestOutOfRange = minValue; |
| 147 | hdr->highestOutOfRange = maxValue; |
| 148 | |
| 149 | return hdr; |
| 150 | } |
| 151 | |
| 152 | /** |
| 153 | * @brief Deletes all recorded values and resets histogram. |
| 154 | */ |
| 155 | void rd_hdr_histogram_reset (rd_hdr_histogram_t *hdr) { |
| 156 | int32_t i; |
| 157 | hdr->totalCount = 0; |
| 158 | for (i = 0 ; i < hdr->countsLen ; i++) |
| 159 | hdr->counts[i] = 0; |
| 160 | } |
| 161 | |
| 162 | |
| 163 | |
| 164 | static int32_t |
| 165 | rd_hdr_countsIndex (const rd_hdr_histogram_t *hdr, |
| 166 | int32_t bucketIdx, int32_t subBucketIdx) { |
| 167 | int32_t bucketBaseIdx = (bucketIdx + 1) << |
| 168 | hdr->subBucketHalfCountMagnitude; |
| 169 | int32_t offsetInBucket = subBucketIdx - hdr->subBucketHalfCount; |
| 170 | return bucketBaseIdx + offsetInBucket; |
| 171 | } |
| 172 | |
| 173 | static __inline int64_t |
| 174 | rd_hdr_getCountAtIndex (const rd_hdr_histogram_t *hdr, |
| 175 | int32_t bucketIdx, int32_t subBucketIdx) { |
| 176 | return hdr->counts[rd_hdr_countsIndex(hdr, bucketIdx, subBucketIdx)]; |
| 177 | } |
| 178 | |
| 179 | |
| 180 | static __inline int64_t bitLen (int64_t x) { |
| 181 | int64_t n = 0; |
| 182 | for (; x >= 0x8000; x >>= 16) |
| 183 | n += 16; |
| 184 | if (x >= 0x80) { |
| 185 | x >>= 8; |
| 186 | n += 8; |
| 187 | } |
| 188 | if (x >= 0x8) { |
| 189 | x >>= 4; |
| 190 | n += 4; |
| 191 | } |
| 192 | if (x >= 0x2) { |
| 193 | x >>= 2; |
| 194 | n += 2; |
| 195 | } |
| 196 | if (x >= 0x1) |
| 197 | n++; |
| 198 | return n; |
| 199 | } |
| 200 | |
| 201 | |
| 202 | static __inline int32_t |
| 203 | rd_hdr_getBucketIndex (const rd_hdr_histogram_t *hdr, int64_t v) { |
| 204 | int64_t pow2Ceiling = bitLen(v | hdr->subBucketMask); |
| 205 | return (int32_t)(pow2Ceiling - (int64_t)hdr->unitMagnitude - |
| 206 | (int64_t)(hdr->subBucketHalfCountMagnitude+1)); |
| 207 | } |
| 208 | |
| 209 | static __inline int32_t |
| 210 | rd_hdr_getSubBucketIdx (const rd_hdr_histogram_t *hdr, int64_t v, int32_t idx) { |
| 211 | return (int32_t)(v >> ((int64_t)idx + (int64_t)hdr->unitMagnitude)); |
| 212 | } |
| 213 | |
| 214 | static __inline int64_t |
| 215 | rd_hdr_valueFromIndex (const rd_hdr_histogram_t *hdr, |
| 216 | int32_t bucketIdx, int32_t subBucketIdx) { |
| 217 | return (int64_t)subBucketIdx << |
| 218 | ((int64_t)bucketIdx + hdr->unitMagnitude); |
| 219 | } |
| 220 | |
| 221 | static __inline int64_t |
| 222 | rd_hdr_sizeOfEquivalentValueRange (const rd_hdr_histogram_t *hdr, int64_t v) { |
| 223 | int32_t bucketIdx = rd_hdr_getBucketIndex(hdr, v); |
| 224 | int32_t subBucketIdx = rd_hdr_getSubBucketIdx(hdr, v, bucketIdx); |
| 225 | int32_t adjustedBucket = bucketIdx; |
| 226 | if (subBucketIdx >= hdr->subBucketCount) |
| 227 | adjustedBucket++; |
| 228 | return (int64_t)1 << (hdr->unitMagnitude + (int64_t)adjustedBucket); |
| 229 | } |
| 230 | |
| 231 | static __inline int64_t |
| 232 | rd_hdr_lowestEquivalentValue (const rd_hdr_histogram_t *hdr, int64_t v) { |
| 233 | int32_t bucketIdx = rd_hdr_getBucketIndex(hdr, v); |
| 234 | int32_t subBucketIdx = rd_hdr_getSubBucketIdx(hdr, v, bucketIdx); |
| 235 | return rd_hdr_valueFromIndex(hdr, bucketIdx, subBucketIdx); |
| 236 | } |
| 237 | |
| 238 | |
| 239 | static __inline int64_t |
| 240 | rd_hdr_nextNonEquivalentValue (const rd_hdr_histogram_t *hdr, int64_t v) { |
| 241 | return rd_hdr_lowestEquivalentValue(hdr, v) + |
| 242 | rd_hdr_sizeOfEquivalentValueRange(hdr, v); |
| 243 | } |
| 244 | |
| 245 | |
| 246 | static __inline int64_t |
| 247 | rd_hdr_highestEquivalentValue (const rd_hdr_histogram_t *hdr, int64_t v) { |
| 248 | return rd_hdr_nextNonEquivalentValue(hdr, v) - 1; |
| 249 | } |
| 250 | |
| 251 | static __inline int64_t |
| 252 | rd_hdr_medianEquivalentValue (const rd_hdr_histogram_t *hdr, int64_t v) { |
| 253 | return rd_hdr_lowestEquivalentValue(hdr, v) + |
| 254 | (rd_hdr_sizeOfEquivalentValueRange(hdr, v) >> 1); |
| 255 | } |
| 256 | |
| 257 | |
| 258 | static __inline int32_t |
| 259 | rd_hdr_countsIndexFor (const rd_hdr_histogram_t *hdr, int64_t v) { |
| 260 | int32_t bucketIdx = rd_hdr_getBucketIndex(hdr, v); |
| 261 | int32_t subBucketIdx = rd_hdr_getSubBucketIdx(hdr, v, bucketIdx); |
| 262 | return rd_hdr_countsIndex(hdr, bucketIdx, subBucketIdx); |
| 263 | } |
| 264 | |
| 265 | |
| 266 | |
| 267 | typedef struct rd_hdr_iter_s { |
| 268 | const rd_hdr_histogram_t *hdr; |
| 269 | int bucketIdx; |
| 270 | int subBucketIdx; |
| 271 | int64_t countAtIdx; |
| 272 | int64_t countToIdx; |
| 273 | int64_t valueFromIdx; |
| 274 | int64_t highestEquivalentValue; |
| 275 | } rd_hdr_iter_t; |
| 276 | |
| 277 | #define RD_HDR_ITER_INIT(hdr) { .hdr = hdr, .subBucketIdx = -1 } |
| 278 | |
| 279 | static int rd_hdr_iter_next (rd_hdr_iter_t *it) { |
| 280 | const rd_hdr_histogram_t *hdr = it->hdr; |
| 281 | |
| 282 | if (it->countToIdx >= hdr->totalCount) |
| 283 | return 0; |
| 284 | |
| 285 | it->subBucketIdx++; |
| 286 | if (it->subBucketIdx >= hdr->subBucketCount) { |
| 287 | it->subBucketIdx = hdr->subBucketHalfCount; |
| 288 | it->bucketIdx++; |
| 289 | } |
| 290 | |
| 291 | if (it->bucketIdx >= hdr->bucketCount) |
| 292 | return 0; |
| 293 | |
| 294 | it->countAtIdx = rd_hdr_getCountAtIndex(hdr, |
| 295 | it->bucketIdx, |
| 296 | it->subBucketIdx); |
| 297 | it->countToIdx += it->countAtIdx; |
| 298 | it->valueFromIdx = rd_hdr_valueFromIndex(hdr, |
| 299 | it->bucketIdx, |
| 300 | it->subBucketIdx); |
| 301 | it->highestEquivalentValue = |
| 302 | rd_hdr_highestEquivalentValue(hdr, it->valueFromIdx); |
| 303 | |
| 304 | return 1; |
| 305 | } |
| 306 | |
| 307 | |
| 308 | double rd_hdr_histogram_stddev (rd_hdr_histogram_t *hdr) { |
| 309 | double mean; |
| 310 | double geometricDevTotal = 0.0; |
| 311 | rd_hdr_iter_t it = RD_HDR_ITER_INIT(hdr); |
| 312 | |
| 313 | if (hdr->totalCount == 0) |
| 314 | return 0; |
| 315 | |
| 316 | mean = rd_hdr_histogram_mean(hdr); |
| 317 | |
| 318 | |
| 319 | while (rd_hdr_iter_next(&it)) { |
| 320 | double dev; |
| 321 | |
| 322 | if (it.countAtIdx == 0) |
| 323 | continue; |
| 324 | |
| 325 | dev = (double)rd_hdr_medianEquivalentValue( |
| 326 | hdr, it.valueFromIdx) - mean; |
| 327 | geometricDevTotal += (dev * dev) * (double)it.countAtIdx; |
| 328 | } |
| 329 | |
| 330 | return sqrt(geometricDevTotal / (double)hdr->totalCount); |
| 331 | } |
| 332 | |
| 333 | |
| 334 | /** |
| 335 | * @returns the approximate maximum recorded value. |
| 336 | */ |
| 337 | int64_t rd_hdr_histogram_max (const rd_hdr_histogram_t *hdr) { |
| 338 | int64_t vmax = 0; |
| 339 | rd_hdr_iter_t it = RD_HDR_ITER_INIT(hdr); |
| 340 | |
| 341 | while (rd_hdr_iter_next(&it)) { |
| 342 | if (it.countAtIdx != 0) |
| 343 | vmax = it.highestEquivalentValue; |
| 344 | } |
| 345 | return rd_hdr_highestEquivalentValue(hdr, vmax); |
| 346 | } |
| 347 | |
| 348 | /** |
| 349 | * @returns the approximate minimum recorded value. |
| 350 | */ |
| 351 | int64_t rd_hdr_histogram_min (const rd_hdr_histogram_t *hdr) { |
| 352 | int64_t vmin = 0; |
| 353 | rd_hdr_iter_t it = RD_HDR_ITER_INIT(hdr); |
| 354 | |
| 355 | while (rd_hdr_iter_next(&it)) { |
| 356 | if (it.countAtIdx != 0 && vmin == 0) { |
| 357 | vmin = it.highestEquivalentValue; |
| 358 | break; |
| 359 | } |
| 360 | } |
| 361 | return rd_hdr_lowestEquivalentValue(hdr, vmin); |
| 362 | } |
| 363 | |
| 364 | /** |
| 365 | * @returns the approximate arithmetic mean of the recorded values. |
| 366 | */ |
| 367 | double rd_hdr_histogram_mean (const rd_hdr_histogram_t *hdr) { |
| 368 | int64_t total = 0; |
| 369 | rd_hdr_iter_t it = RD_HDR_ITER_INIT(hdr); |
| 370 | |
| 371 | if (hdr->totalCount == 0) |
| 372 | return 0.0; |
| 373 | |
| 374 | while (rd_hdr_iter_next(&it)) { |
| 375 | if (it.countAtIdx != 0) |
| 376 | total += it.countAtIdx * |
| 377 | rd_hdr_medianEquivalentValue(hdr, |
| 378 | it.valueFromIdx); |
| 379 | } |
| 380 | return (double)total / (double)hdr->totalCount; |
| 381 | } |
| 382 | |
| 383 | |
| 384 | |
| 385 | /** |
| 386 | * @brief Records the given value. |
| 387 | * |
| 388 | * @returns 1 if value was recorded or 0 if value is out of range. |
| 389 | */ |
| 390 | |
| 391 | int rd_hdr_histogram_record (rd_hdr_histogram_t *hdr, int64_t v) { |
| 392 | int32_t idx = rd_hdr_countsIndexFor(hdr, v); |
| 393 | |
| 394 | if (idx < 0 || hdr->countsLen <= idx) { |
| 395 | hdr->outOfRangeCount++; |
| 396 | if (v > hdr->highestOutOfRange) |
| 397 | hdr->highestOutOfRange = v; |
| 398 | if (v < hdr->lowestOutOfRange) |
| 399 | hdr->lowestOutOfRange = v; |
| 400 | return 0; |
| 401 | } |
| 402 | |
| 403 | hdr->counts[idx]++; |
| 404 | hdr->totalCount++; |
| 405 | |
| 406 | return 1; |
| 407 | } |
| 408 | |
| 409 | |
| 410 | /** |
| 411 | * @returns the recorded value at the given quantile (0..100). |
| 412 | */ |
| 413 | int64_t rd_hdr_histogram_quantile (const rd_hdr_histogram_t *hdr, double q) { |
| 414 | int64_t total = 0; |
| 415 | int64_t countAtPercentile; |
| 416 | rd_hdr_iter_t it = RD_HDR_ITER_INIT(hdr); |
| 417 | |
| 418 | if (q > 100.0) |
| 419 | q = 100.0; |
| 420 | |
| 421 | countAtPercentile = |
| 422 | (int64_t)(((q / 100.0) * (double)hdr->totalCount) + 0.5); |
| 423 | |
| 424 | while (rd_hdr_iter_next(&it)) { |
| 425 | total += it.countAtIdx; |
| 426 | if (total >= countAtPercentile) |
| 427 | return rd_hdr_highestEquivalentValue( |
| 428 | hdr, it.valueFromIdx); |
| 429 | } |
| 430 | |
| 431 | return 0; |
| 432 | } |
| 433 | |
| 434 | |
| 435 | |
| 436 | /** |
| 437 | * @name Unit tests |
| 438 | * @{ |
| 439 | * |
| 440 | * |
| 441 | * |
| 442 | */ |
| 443 | |
| 444 | /** |
| 445 | * @returns 0 on success or 1 on failure. |
| 446 | */ |
| 447 | static int ut_high_sigfig (void) { |
| 448 | rd_hdr_histogram_t *hdr; |
| 449 | const int64_t input[] = { |
| 450 | 459876, 669187, 711612, 816326, 931423, |
| 451 | 1033197, 1131895, 2477317, 3964974, 12718782, |
| 452 | }; |
| 453 | size_t i; |
| 454 | int64_t v; |
| 455 | const int64_t exp = 1048575; |
| 456 | |
| 457 | hdr = rd_hdr_histogram_new(459876, 12718782, 5); |
| 458 | for (i = 0 ; i < RD_ARRAYSIZE(input) ; i++) { |
| 459 | /* Ignore errors (some should fail) */ |
| 460 | rd_hdr_histogram_record(hdr, input[i]); |
| 461 | } |
| 462 | |
| 463 | v = rd_hdr_histogram_quantile(hdr, 50); |
| 464 | RD_UT_ASSERT(v == exp, "Median is %" PRId64", expected %" PRId64, |
| 465 | v, exp); |
| 466 | |
| 467 | rd_hdr_histogram_destroy(hdr); |
| 468 | RD_UT_PASS(); |
| 469 | } |
| 470 | |
| 471 | static int ut_quantile (void) { |
| 472 | rd_hdr_histogram_t *hdr = rd_hdr_histogram_new(1, 10000000, 3); |
| 473 | size_t i; |
| 474 | const struct { |
| 475 | double q; |
| 476 | int64_t v; |
| 477 | } exp[] = { |
| 478 | { 50, 500223 }, |
| 479 | { 75, 750079 }, |
| 480 | { 90, 900095 }, |
| 481 | { 95, 950271 }, |
| 482 | { 99, 990207 }, |
| 483 | { 99.9, 999423 }, |
| 484 | { 99.99, 999935 }, |
| 485 | }; |
| 486 | |
| 487 | for (i = 0 ; i < 1000000 ; i++) { |
| 488 | int r = rd_hdr_histogram_record(hdr, (int64_t)i); |
| 489 | RD_UT_ASSERT(r, "record(%" PRId64") failed\n" , (int64_t)i); |
| 490 | } |
| 491 | |
| 492 | for (i = 0 ; i < RD_ARRAYSIZE(exp) ; i++) { |
| 493 | int64_t v = rd_hdr_histogram_quantile(hdr, exp[i].q); |
| 494 | RD_UT_ASSERT(v == exp[i].v, |
| 495 | "P%.2f is %" PRId64", expected %" PRId64, |
| 496 | exp[i].q, v, exp[i].v); |
| 497 | } |
| 498 | |
| 499 | rd_hdr_histogram_destroy(hdr); |
| 500 | RD_UT_PASS(); |
| 501 | } |
| 502 | |
| 503 | static int ut_mean (void) { |
| 504 | rd_hdr_histogram_t *hdr = rd_hdr_histogram_new(1, 10000000, 3); |
| 505 | size_t i; |
| 506 | const double exp = 500000.013312; |
| 507 | double v; |
| 508 | |
| 509 | for (i = 0 ; i < 1000000 ; i++) { |
| 510 | int r = rd_hdr_histogram_record(hdr, (int64_t)i); |
| 511 | RD_UT_ASSERT(r, "record(%" PRId64") failed\n" , (int64_t)i); |
| 512 | } |
| 513 | |
| 514 | v = rd_hdr_histogram_mean(hdr); |
| 515 | RD_UT_ASSERT(rd_dbl_eq0(v, exp, 0.0000001), |
| 516 | "Mean is %f, expected %f" , v, exp); |
| 517 | |
| 518 | rd_hdr_histogram_destroy(hdr); |
| 519 | RD_UT_PASS(); |
| 520 | } |
| 521 | |
| 522 | |
| 523 | static int ut_stddev (void) { |
| 524 | rd_hdr_histogram_t *hdr = rd_hdr_histogram_new(1, 10000000, 3); |
| 525 | size_t i; |
| 526 | const double exp = 288675.140368; |
| 527 | const double epsilon = 0.000001; |
| 528 | double v; |
| 529 | |
| 530 | for (i = 0 ; i < 1000000 ; i++) { |
| 531 | int r = rd_hdr_histogram_record(hdr, (int64_t)i); |
| 532 | RD_UT_ASSERT(r, "record(%" PRId64") failed\n" , (int64_t)i); |
| 533 | } |
| 534 | |
| 535 | v = rd_hdr_histogram_stddev(hdr); |
| 536 | RD_UT_ASSERT(rd_dbl_eq0(v, exp, epsilon), |
| 537 | "StdDev is %.6f, expected %.6f: diff %.6f vs epsilon %.6f" , |
| 538 | v, exp, fabs(v - exp), epsilon); |
| 539 | |
| 540 | rd_hdr_histogram_destroy(hdr); |
| 541 | RD_UT_PASS(); |
| 542 | } |
| 543 | |
| 544 | static int ut_totalcount (void) { |
| 545 | rd_hdr_histogram_t *hdr = rd_hdr_histogram_new(1, 10000000, 3); |
| 546 | int64_t i; |
| 547 | |
| 548 | for (i = 0 ; i < 1000000 ; i++) { |
| 549 | int64_t v; |
| 550 | int r = rd_hdr_histogram_record(hdr, i); |
| 551 | RD_UT_ASSERT(r, "record(%" PRId64") failed\n" , i); |
| 552 | |
| 553 | v = hdr->totalCount; |
| 554 | RD_UT_ASSERT(v == i+1, |
| 555 | "total_count is %" PRId64", expected %" PRId64, |
| 556 | v, i+1); |
| 557 | } |
| 558 | |
| 559 | rd_hdr_histogram_destroy(hdr); |
| 560 | RD_UT_PASS(); |
| 561 | } |
| 562 | |
| 563 | |
| 564 | static int ut_max (void) { |
| 565 | rd_hdr_histogram_t *hdr = rd_hdr_histogram_new(1, 10000000, 3); |
| 566 | int64_t i, v; |
| 567 | const int64_t exp = 1000447; |
| 568 | |
| 569 | for (i = 0 ; i < 1000000 ; i++) { |
| 570 | int r = rd_hdr_histogram_record(hdr, i); |
| 571 | RD_UT_ASSERT(r, "record(%" PRId64") failed\n" , i); |
| 572 | } |
| 573 | |
| 574 | v = rd_hdr_histogram_max(hdr); |
| 575 | RD_UT_ASSERT(v == exp, |
| 576 | "Max is %" PRId64", expected %" PRId64, v, exp); |
| 577 | |
| 578 | rd_hdr_histogram_destroy(hdr); |
| 579 | RD_UT_PASS(); |
| 580 | } |
| 581 | |
| 582 | static int ut_min (void) { |
| 583 | rd_hdr_histogram_t *hdr = rd_hdr_histogram_new(1, 10000000, 3); |
| 584 | int64_t i, v; |
| 585 | const int64_t exp = 0; |
| 586 | |
| 587 | for (i = 0 ; i < 1000000 ; i++) { |
| 588 | int r = rd_hdr_histogram_record(hdr, i); |
| 589 | RD_UT_ASSERT(r, "record(%" PRId64") failed\n" , i); |
| 590 | } |
| 591 | |
| 592 | v = rd_hdr_histogram_min(hdr); |
| 593 | RD_UT_ASSERT(v == exp, |
| 594 | "Min is %" PRId64", expected %" PRId64, v, exp); |
| 595 | |
| 596 | rd_hdr_histogram_destroy(hdr); |
| 597 | RD_UT_PASS(); |
| 598 | } |
| 599 | |
| 600 | static int ut_reset (void) { |
| 601 | rd_hdr_histogram_t *hdr = rd_hdr_histogram_new(1, 10000000, 3); |
| 602 | int64_t i, v; |
| 603 | const int64_t exp = 0; |
| 604 | |
| 605 | for (i = 0 ; i < 1000000 ; i++) { |
| 606 | int r = rd_hdr_histogram_record(hdr, i); |
| 607 | RD_UT_ASSERT(r, "record(%" PRId64") failed\n" , i); |
| 608 | } |
| 609 | |
| 610 | rd_hdr_histogram_reset(hdr); |
| 611 | |
| 612 | v = rd_hdr_histogram_max(hdr); |
| 613 | RD_UT_ASSERT(v == exp, |
| 614 | "Max is %" PRId64", expected %" PRId64, v, exp); |
| 615 | |
| 616 | rd_hdr_histogram_destroy(hdr); |
| 617 | RD_UT_PASS(); |
| 618 | } |
| 619 | |
| 620 | |
| 621 | static int ut_nan (void) { |
| 622 | rd_hdr_histogram_t *hdr = rd_hdr_histogram_new(1, 100000, 3); |
| 623 | double v; |
| 624 | |
| 625 | v = rd_hdr_histogram_mean(hdr); |
| 626 | RD_UT_ASSERT(!isnan(v), "Mean is %f, expected NaN" , v); |
| 627 | v = rd_hdr_histogram_stddev(hdr); |
| 628 | RD_UT_ASSERT(!isnan(v), "StdDev is %f, expected NaN" , v); |
| 629 | |
| 630 | rd_hdr_histogram_destroy(hdr); |
| 631 | RD_UT_PASS(); |
| 632 | } |
| 633 | |
| 634 | |
| 635 | static int ut_sigfigs (void) { |
| 636 | int sigfigs; |
| 637 | |
| 638 | for (sigfigs = 1 ; sigfigs <= 5 ; sigfigs++) { |
| 639 | rd_hdr_histogram_t *hdr = rd_hdr_histogram_new(1, 10, sigfigs); |
| 640 | RD_UT_ASSERT(hdr->significantFigures == sigfigs, |
| 641 | "Significant figures is %" PRId64", expected %d" , |
| 642 | hdr->significantFigures, sigfigs); |
| 643 | rd_hdr_histogram_destroy(hdr); |
| 644 | } |
| 645 | |
| 646 | RD_UT_PASS(); |
| 647 | } |
| 648 | |
| 649 | static int ut_minmax_trackable (void) { |
| 650 | const int64_t minval = 2; |
| 651 | const int64_t maxval = 11; |
| 652 | rd_hdr_histogram_t *hdr = rd_hdr_histogram_new(minval, maxval, 3); |
| 653 | |
| 654 | RD_UT_ASSERT(hdr->lowestTrackableValue == minval, |
| 655 | "lowestTrackableValue is %" PRId64", expected %" PRId64, |
| 656 | hdr->lowestTrackableValue, minval); |
| 657 | RD_UT_ASSERT(hdr->highestTrackableValue == maxval, |
| 658 | "highestTrackableValue is %" PRId64", expected %" PRId64, |
| 659 | hdr->highestTrackableValue, maxval); |
| 660 | |
| 661 | rd_hdr_histogram_destroy(hdr); |
| 662 | RD_UT_PASS(); |
| 663 | } |
| 664 | |
| 665 | |
| 666 | static int ut_unitmagnitude_overflow (void) { |
| 667 | rd_hdr_histogram_t *hdr = rd_hdr_histogram_new(0, 200, 4); |
| 668 | int r = rd_hdr_histogram_record(hdr, 11); |
| 669 | RD_UT_ASSERT(r, "record(11) failed\n" ); |
| 670 | |
| 671 | rd_hdr_histogram_destroy(hdr); |
| 672 | RD_UT_PASS(); |
| 673 | } |
| 674 | |
| 675 | static int ut_subbucketmask_overflow (void) { |
| 676 | rd_hdr_histogram_t *hdr; |
| 677 | const int64_t input[] = { (int64_t)1e8, (int64_t)2e7, (int64_t)3e7 }; |
| 678 | const struct { |
| 679 | double q; |
| 680 | int64_t v; |
| 681 | } exp[] = { |
| 682 | { 50, 33554431 }, |
| 683 | { 83.33, 33554431 }, |
| 684 | { 83.34, 100663295 }, |
| 685 | { 99, 100663295 }, |
| 686 | }; |
| 687 | size_t i; |
| 688 | |
| 689 | hdr = rd_hdr_histogram_new((int64_t)2e7, (int64_t)1e8, 5); |
| 690 | |
| 691 | for (i = 0 ; i < RD_ARRAYSIZE(input) ; i++) { |
| 692 | /* Ignore errors (some should fail) */ |
| 693 | int r = rd_hdr_histogram_record(hdr, input[i]); |
| 694 | RD_UT_ASSERT(r, "record(%" PRId64") failed\n" , input[i]); |
| 695 | } |
| 696 | |
| 697 | for (i = 0 ; i < RD_ARRAYSIZE(exp) ; i++) { |
| 698 | int64_t v = rd_hdr_histogram_quantile(hdr, exp[i].q); |
| 699 | RD_UT_ASSERT(v == exp[i].v, |
| 700 | "P%.2f is %" PRId64", expected %" PRId64, |
| 701 | exp[i].q, v, exp[i].v); |
| 702 | } |
| 703 | |
| 704 | rd_hdr_histogram_destroy(hdr); |
| 705 | RD_UT_PASS(); |
| 706 | } |
| 707 | |
| 708 | |
| 709 | int unittest_rdhdrhistogram (void) { |
| 710 | int fails = 0; |
| 711 | |
| 712 | fails += ut_high_sigfig(); |
| 713 | fails += ut_quantile(); |
| 714 | fails += ut_mean(); |
| 715 | fails += ut_stddev(); |
| 716 | fails += ut_totalcount(); |
| 717 | fails += ut_max(); |
| 718 | fails += ut_min(); |
| 719 | fails += ut_reset(); |
| 720 | fails += ut_nan(); |
| 721 | fails += ut_sigfigs(); |
| 722 | fails += ut_minmax_trackable(); |
| 723 | fails += ut_unitmagnitude_overflow(); |
| 724 | fails += ut_subbucketmask_overflow(); |
| 725 | |
| 726 | return fails; |
| 727 | } |
| 728 | |
| 729 | /**@}*/ |
| 730 | |