1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521
|
/**
* hdr_histogram.h
* Written by Michael Barker and released to the public domain,
* as explained at http://creativecommons.org/publicdomain/zero/1.0/
*
* The source for the hdr_histogram utilises a few C99 constructs, specifically
* the use of stdint/stdbool and inline variable declaration.
*/
#ifndef HDR_HISTOGRAM_H
#define HDR_HISTOGRAM_H 1
#include <stdint.h>
#include <stdbool.h>
#include <stdio.h>
struct hdr_histogram
{
int64_t lowest_discernible_value;
int64_t highest_trackable_value;
int32_t unit_magnitude;
int32_t significant_figures;
int32_t sub_bucket_half_count_magnitude;
int32_t sub_bucket_half_count;
int64_t sub_bucket_mask;
int32_t sub_bucket_count;
int32_t bucket_count;
int64_t min_value;
int64_t max_value;
int32_t normalizing_index_offset;
double conversion_ratio;
int32_t counts_len;
int64_t total_count;
int64_t* counts;
};
#ifdef __cplusplus
extern "C" {
#endif
/**
* Allocate the memory and initialise the hdr_histogram.
*
* Due to the size of the histogram being the result of some reasonably
* involved math on the input parameters this function it is tricky to stack allocate.
* The histogram should be released with hdr_close
*
* @param lowest_discernible_value The smallest possible value that is distinguishable from 0.
* Must be a positive integer that is >= 1. May be internally rounded down to nearest power of 2.
* @param highest_trackable_value The largest possible value to be put into the
* histogram.
* @param significant_figures The level of precision for this histogram, i.e. the number
* of figures in a decimal number that will be maintained. E.g. a value of 3 will mean
* the results from the histogram will be accurate up to the first three digits. Must
* be a value between 1 and 5 (inclusive).
* @param result Output parameter to capture allocated histogram.
* @return 0 on success, EINVAL if lowest_discernible_value is < 1 or the
* significant_figure value is outside of the allowed range, ENOMEM if malloc
* failed.
*/
int hdr_init(
int64_t lowest_discernible_value,
int64_t highest_trackable_value,
int significant_figures,
struct hdr_histogram** result);
/**
* Free the memory and close the hdr_histogram.
*
* @param h The histogram you want to close.
*/
void hdr_close(struct hdr_histogram* h);
/**
* Allocate the memory and initialise the hdr_histogram. This is the equivalent of calling
* hdr_init(1, highest_trackable_value, significant_figures, result);
*
* @deprecated use hdr_init.
*/
int hdr_alloc(int64_t highest_trackable_value, int significant_figures, struct hdr_histogram** result);
/**
* Reset a histogram to zero - empty out a histogram and re-initialise it
*
* If you want to re-use an existing histogram, but reset everything back to zero, this
* is the routine to use.
*
* @param h The histogram you want to reset to empty.
*
*/
void hdr_reset(struct hdr_histogram* h);
/**
* Get the memory size of the hdr_histogram.
*
* @param h "This" pointer
* @return The amount of memory used by the hdr_histogram in bytes
*/
size_t hdr_get_memory_size(struct hdr_histogram* h);
/**
* Records a value in the histogram, will round this value of to a precision at or better
* than the significant_figure specified at construction time.
*
* @param h "This" pointer
* @param value Value to add to the histogram
* @return false if the value is larger than the highest_trackable_value and can't be recorded,
* true otherwise.
*/
bool hdr_record_value(struct hdr_histogram* h, int64_t value);
/**
* Records a value in the histogram, will round this value of to a precision at or better
* than the significant_figure specified at construction time.
*
* Will record this value atomically, however the whole structure may appear inconsistent
* when read concurrently with this update. Do NOT mix calls to this method with calls
* to non-atomic updates.
*
* @param h "This" pointer
* @param value Value to add to the histogram
* @return false if the value is larger than the highest_trackable_value and can't be recorded,
* true otherwise.
*/
bool hdr_record_value_atomic(struct hdr_histogram* h, int64_t value);
/**
* Records count values in the histogram, will round this value of to a
* precision at or better than the significant_figure specified at construction
* time.
*
* @param h "This" pointer
* @param value Value to add to the histogram
* @param count Number of 'value's to add to the histogram
* @return false if any value is larger than the highest_trackable_value and can't be recorded,
* true otherwise.
*/
bool hdr_record_values(struct hdr_histogram* h, int64_t value, int64_t count);
/**
* Records count values in the histogram, will round this value of to a
* precision at or better than the significant_figure specified at construction
* time.
*
* Will record this value atomically, however the whole structure may appear inconsistent
* when read concurrently with this update. Do NOT mix calls to this method with calls
* to non-atomic updates.
*
* @param h "This" pointer
* @param value Value to add to the histogram
* @param count Number of 'value's to add to the histogram
* @return false if any value is larger than the highest_trackable_value and can't be recorded,
* true otherwise.
*/
bool hdr_record_values_atomic(struct hdr_histogram* h, int64_t value, int64_t count);
/**
* Record a value in the histogram and backfill based on an expected interval.
*
* Records a value in the histogram, will round this value of to a precision at or better
* than the significant_figure specified at construction time. This is specifically used
* for recording latency. If the value is larger than the expected_interval then the
* latency recording system has experienced co-ordinated omission. This method fills in the
* values that would have occurred had the client providing the load not been blocked.
* @param h "This" pointer
* @param value Value to add to the histogram
* @param expected_interval The delay between recording values.
* @return false if the value is larger than the highest_trackable_value and can't be recorded,
* true otherwise.
*/
bool hdr_record_corrected_value(struct hdr_histogram* h, int64_t value, int64_t expected_interval);
/**
* Record a value in the histogram and backfill based on an expected interval.
*
* Records a value in the histogram, will round this value of to a precision at or better
* than the significant_figure specified at construction time. This is specifically used
* for recording latency. If the value is larger than the expected_interval then the
* latency recording system has experienced co-ordinated omission. This method fills in the
* values that would have occurred had the client providing the load not been blocked.
*
* Will record this value atomically, however the whole structure may appear inconsistent
* when read concurrently with this update. Do NOT mix calls to this method with calls
* to non-atomic updates.
*
* @param h "This" pointer
* @param value Value to add to the histogram
* @param expected_interval The delay between recording values.
* @return false if the value is larger than the highest_trackable_value and can't be recorded,
* true otherwise.
*/
bool hdr_record_corrected_value_atomic(struct hdr_histogram* h, int64_t value, int64_t expected_interval);
/**
* Record a value in the histogram 'count' times. Applies the same correcting logic
* as 'hdr_record_corrected_value'.
*
* @param h "This" pointer
* @param value Value to add to the histogram
* @param count Number of 'value's to add to the histogram
* @param expected_interval The delay between recording values.
* @return false if the value is larger than the highest_trackable_value and can't be recorded,
* true otherwise.
*/
bool hdr_record_corrected_values(struct hdr_histogram* h, int64_t value, int64_t count, int64_t expected_interval);
/**
* Record a value in the histogram 'count' times. Applies the same correcting logic
* as 'hdr_record_corrected_value'.
*
* Will record this value atomically, however the whole structure may appear inconsistent
* when read concurrently with this update. Do NOT mix calls to this method with calls
* to non-atomic updates.
*
* @param h "This" pointer
* @param value Value to add to the histogram
* @param count Number of 'value's to add to the histogram
* @param expected_interval The delay between recording values.
* @return false if the value is larger than the highest_trackable_value and can't be recorded,
* true otherwise.
*/
bool hdr_record_corrected_values_atomic(struct hdr_histogram* h, int64_t value, int64_t count, int64_t expected_interval);
/**
* Adds all of the values from 'from' to 'this' histogram. Will return the
* number of values that are dropped when copying. Values will be dropped
* if they around outside of h.lowest_discernible_value and
* h.highest_trackable_value.
*
* @param h "This" pointer
* @param from Histogram to copy values from.
* @return The number of values dropped when copying.
*/
int64_t hdr_add(struct hdr_histogram* h, const struct hdr_histogram* from);
/**
* Adds all of the values from 'from' to 'this' histogram. Will return the
* number of values that are dropped when copying. Values will be dropped
* if they around outside of h.lowest_discernible_value and
* h.highest_trackable_value.
*
* @param h "This" pointer
* @param from Histogram to copy values from.
* @return The number of values dropped when copying.
*/
int64_t hdr_add_while_correcting_for_coordinated_omission(
struct hdr_histogram* h, struct hdr_histogram* from, int64_t expected_interval);
/**
* Get minimum value from the histogram. Will return 2^63-1 if the histogram
* is empty.
*
* @param h "This" pointer
*/
int64_t hdr_min(const struct hdr_histogram* h);
/**
* Get maximum value from the histogram. Will return 0 if the histogram
* is empty.
*
* @param h "This" pointer
*/
int64_t hdr_max(const struct hdr_histogram* h);
/**
* Get the value at a specific percentile.
*
* @param h "This" pointer.
* @param percentile The percentile to get the value for
*/
int64_t hdr_value_at_percentile(const struct hdr_histogram* h, double percentile);
/**
* Get the values at the given percentiles.
*
* @param h "This" pointer.
* @param percentiles The ordered percentiles array to get the values for.
* @param length Number of elements in the arrays.
* @param values Destination array containing the values at the given percentiles.
* The values array should be allocated by the caller.
* @return 0 on success, ENOMEM if the provided destination array is null.
*/
int hdr_value_at_percentiles(const struct hdr_histogram *h, const double *percentiles, int64_t *values, size_t length);
/**
* Gets the standard deviation for the values in the histogram.
*
* @param h "This" pointer
* @return The standard deviation
*/
double hdr_stddev(const struct hdr_histogram* h);
/**
* Gets the mean for the values in the histogram.
*
* @param h "This" pointer
* @return The mean
*/
double hdr_mean(const struct hdr_histogram* h);
/**
* Determine if two values are equivalent with the histogram's resolution.
* Where "equivalent" means that value samples recorded for any two
* equivalent values are counted in a common total count.
*
* @param h "This" pointer
* @param a first value to compare
* @param b second value to compare
* @return 'true' if values are equivalent with the histogram's resolution.
*/
bool hdr_values_are_equivalent(const struct hdr_histogram* h, int64_t a, int64_t b);
/**
* Get the lowest value that is equivalent to the given value within the histogram's resolution.
* Where "equivalent" means that value samples recorded for any two
* equivalent values are counted in a common total count.
*
* @param h "This" pointer
* @param value The given value
* @return The lowest value that is equivalent to the given value within the histogram's resolution.
*/
int64_t hdr_lowest_equivalent_value(const struct hdr_histogram* h, int64_t value);
/**
* Get the count of recorded values at a specific value
* (to within the histogram resolution at the value level).
*
* @param h "This" pointer
* @param value The value for which to provide the recorded count
* @return The total count of values recorded in the histogram within the value range that is
* {@literal >=} lowestEquivalentValue(<i>value</i>) and {@literal <=} highestEquivalentValue(<i>value</i>)
*/
int64_t hdr_count_at_value(const struct hdr_histogram* h, int64_t value);
int64_t hdr_count_at_index(const struct hdr_histogram* h, int32_t index);
int64_t hdr_value_at_index(const struct hdr_histogram* h, int32_t index);
struct hdr_iter_percentiles
{
bool seen_last_value;
int32_t ticks_per_half_distance;
double percentile_to_iterate_to;
double percentile;
};
struct hdr_iter_recorded
{
int64_t count_added_in_this_iteration_step;
};
struct hdr_iter_linear
{
int64_t value_units_per_bucket;
int64_t count_added_in_this_iteration_step;
int64_t next_value_reporting_level;
int64_t next_value_reporting_level_lowest_equivalent;
};
struct hdr_iter_log
{
double log_base;
int64_t count_added_in_this_iteration_step;
int64_t next_value_reporting_level;
int64_t next_value_reporting_level_lowest_equivalent;
};
/**
* The basic iterator. This is a generic structure
* that supports all of the types of iteration. Use
* the appropriate initialiser to get the desired
* iteration.
*
* @
*/
struct hdr_iter
{
const struct hdr_histogram* h;
/** raw index into the counts array */
int32_t counts_index;
/** snapshot of the length at the time the iterator is created */
int64_t total_count;
/** value directly from array for the current counts_index */
int64_t count;
/** sum of all of the counts up to and including the count at this index */
int64_t cumulative_count;
/** The current value based on counts_index */
int64_t value;
int64_t highest_equivalent_value;
int64_t lowest_equivalent_value;
int64_t median_equivalent_value;
int64_t value_iterated_from;
int64_t value_iterated_to;
union
{
struct hdr_iter_percentiles percentiles;
struct hdr_iter_recorded recorded;
struct hdr_iter_linear linear;
struct hdr_iter_log log;
} specifics;
bool (* _next_fp)(struct hdr_iter* iter);
};
/**
* Initalises the basic iterator.
*
* @param itr 'This' pointer
* @param h The histogram to iterate over
*/
void hdr_iter_init(struct hdr_iter* iter, const struct hdr_histogram* h);
/**
* Initialise the iterator for use with percentiles.
*/
void hdr_iter_percentile_init(struct hdr_iter* iter, const struct hdr_histogram* h, int32_t ticks_per_half_distance);
/**
* Initialise the iterator for use with recorded values.
*/
void hdr_iter_recorded_init(struct hdr_iter* iter, const struct hdr_histogram* h);
/**
* Initialise the iterator for use with linear values.
*/
void hdr_iter_linear_init(
struct hdr_iter* iter,
const struct hdr_histogram* h,
int64_t value_units_per_bucket);
/**
* Update the iterator value units per bucket
*/
void hdr_iter_linear_set_value_units_per_bucket(struct hdr_iter* iter, int64_t value_units_per_bucket);
/**
* Initialise the iterator for use with logarithmic values
*/
void hdr_iter_log_init(
struct hdr_iter* iter,
const struct hdr_histogram* h,
int64_t value_units_first_bucket,
double log_base);
/**
* Iterate to the next value for the iterator. If there are no more values
* available return faluse.
*
* @param itr 'This' pointer
* @return 'false' if there are no values remaining for this iterator.
*/
bool hdr_iter_next(struct hdr_iter* iter);
typedef enum
{
CLASSIC,
CSV
} format_type;
/**
* Print out a percentile based histogram to the supplied stream. Note that
* this call will not flush the FILE, this is left up to the user.
*
* @param h 'This' pointer
* @param stream The FILE to write the output to
* @param ticks_per_half_distance The number of iteration steps per half-distance to 100%
* @param value_scale Scale the output values by this amount
* @param format_type Format to use, e.g. CSV.
* @return 0 on success, error code on failure. EIO if an error occurs writing
* the output.
*/
int hdr_percentiles_print(
struct hdr_histogram* h, FILE* stream, int32_t ticks_per_half_distance,
double value_scale, format_type format);
/**
* Internal allocation methods, used by hdr_dbl_histogram.
*/
struct hdr_histogram_bucket_config
{
int64_t lowest_discernible_value;
int64_t highest_trackable_value;
int64_t unit_magnitude;
int64_t significant_figures;
int32_t sub_bucket_half_count_magnitude;
int32_t sub_bucket_half_count;
int64_t sub_bucket_mask;
int32_t sub_bucket_count;
int32_t bucket_count;
int32_t counts_len;
};
int hdr_calculate_bucket_config(
int64_t lowest_discernible_value,
int64_t highest_trackable_value,
int significant_figures,
struct hdr_histogram_bucket_config* cfg);
void hdr_init_preallocated(struct hdr_histogram* h, struct hdr_histogram_bucket_config* cfg);
int64_t hdr_size_of_equivalent_value_range(const struct hdr_histogram* h, int64_t value);
int64_t hdr_next_non_equivalent_value(const struct hdr_histogram* h, int64_t value);
int64_t hdr_median_equivalent_value(const struct hdr_histogram* h, int64_t value);
/**
* Used to reset counters after importing data manually into the histogram, used by the logging code
* and other custom serialisation tools.
*/
void hdr_reset_internal_counters(struct hdr_histogram* h);
#ifdef __cplusplus
}
#endif
#endif
|