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author | Daniel Baumann <daniel.baumann@progress-linux.org> | 2024-05-04 14:31:17 +0000 |
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committer | Daniel Baumann <daniel.baumann@progress-linux.org> | 2024-05-04 14:31:17 +0000 |
commit | 8020f71afd34d7696d7933659df2d763ab05542f (patch) | |
tree | 2fdf1b5447ffd8bdd61e702ca183e814afdcb4fc /libnetdata/storage_number | |
parent | Initial commit. (diff) | |
download | netdata-upstream.tar.xz netdata-upstream.zip |
Adding upstream version 1.37.1.upstream/1.37.1upstream
Signed-off-by: Daniel Baumann <daniel.baumann@progress-linux.org>
Diffstat (limited to '')
-rw-r--r-- | libnetdata/storage_number/Makefile.am | 12 | ||||
-rw-r--r-- | libnetdata/storage_number/README.md | 17 | ||||
-rw-r--r-- | libnetdata/storage_number/storage_number.c | 231 | ||||
-rw-r--r-- | libnetdata/storage_number/storage_number.h | 232 | ||||
-rw-r--r-- | libnetdata/storage_number/tests/Makefile.am | 4 | ||||
-rw-r--r-- | libnetdata/storage_number/tests/test_storage_number.c | 52 |
6 files changed, 548 insertions, 0 deletions
diff --git a/libnetdata/storage_number/Makefile.am b/libnetdata/storage_number/Makefile.am new file mode 100644 index 0000000..c5f8450 --- /dev/null +++ b/libnetdata/storage_number/Makefile.am @@ -0,0 +1,12 @@ +# SPDX-License-Identifier: GPL-3.0-or-later + +AUTOMAKE_OPTIONS = subdir-objects +MAINTAINERCLEANFILES = $(srcdir)/Makefile.in + +SUBDIRS = \ + tests \ + $(NULL) + +dist_noinst_DATA = \ + README.md \ + $(NULL) diff --git a/libnetdata/storage_number/README.md b/libnetdata/storage_number/README.md new file mode 100644 index 0000000..4cd19a9 --- /dev/null +++ b/libnetdata/storage_number/README.md @@ -0,0 +1,17 @@ +<!-- +title: "Netdata storage number" +custom_edit_url: https://github.com/netdata/netdata/edit/master/libnetdata/storage_number/README.md +--> + +# Netdata storage number + +Although `netdata` does all its calculations using `long double`, it stores all values using +a **custom-made 32-bit number**. + +This custom-made number can store in 29 bits values from `-167772150000000.0` to `167772150000000.0` +with a precision of 0.00001 (yes, it's a floating point number, meaning that higher integer values +have less decimal precision) and 3 bits for flags. + +This provides an extremely optimized memory footprint with just 0.0001% max accuracy loss. + + diff --git a/libnetdata/storage_number/storage_number.c b/libnetdata/storage_number/storage_number.c new file mode 100644 index 0000000..7511f3a --- /dev/null +++ b/libnetdata/storage_number/storage_number.c @@ -0,0 +1,231 @@ +// SPDX-License-Identifier: GPL-3.0-or-later + +#include "../libnetdata.h" + +storage_number pack_storage_number(NETDATA_DOUBLE value, SN_FLAGS flags) { + // bit 32 = sign 0:positive, 1:negative + // bit 31 = 0:divide, 1:multiply + // bit 30, 29, 28 = (multiplier or divider) 0-7 (8 total) + // bit 27 SN_EXISTS_100 + // bit 26 SN_EXISTS_RESET + // bit 25 SN_ANOMALY_BIT = 0: anomalous, 1: not anomalous + // bit 24 to bit 1 = the value + + if(unlikely(fpclassify(value) == FP_NAN || fpclassify(value) == FP_INFINITE)) + return SN_EMPTY_SLOT; + + storage_number r = flags & SN_USER_FLAGS; + + if(unlikely(fpclassify(value) == FP_ZERO || fpclassify(value) == FP_SUBNORMAL)) + return r; + + int m = 0; + NETDATA_DOUBLE n = value, factor = 10; + + // if the value is negative + // add the sign bit and make it positive + if(n < 0) { + r += SN_FLAG_NEGATIVE; // the sign bit 32 + n = -n; + } + + if(n / 10000000.0 > 0x00ffffff) { + factor = 100; + r |= SN_FLAG_NOT_EXISTS_MUL100; + } + + // make its integer part fit in 0x00ffffff + // by dividing it by 10 up to 7 times + // and increasing the multiplier + while(m < 7 && n > (NETDATA_DOUBLE)0x00ffffff) { + n /= factor; + m++; + } + + if(m) { + // the value was too big, and we divided it + // so, we add a multiplier to unpack it + r += SN_FLAG_MULTIPLY + (m << 27); // the multiplier m + + if(n > (NETDATA_DOUBLE)0x00ffffff) { + #ifdef NETDATA_INTERNAL_CHECKS + error("Number " NETDATA_DOUBLE_FORMAT " is too big.", value); + #endif + r += 0x00ffffff; + return r; + } + } + else { + // 0x0019999e is the number that can be multiplied + // by 10 to give 0x00ffffff + // while the value is below 0x0019999e we can + // multiply it by 10, up to 7 times, increasing + // the multiplier + while(m < 7 && n < (NETDATA_DOUBLE)0x0019999e) { + n *= 10; + m++; + } + + if (unlikely(n > (NETDATA_DOUBLE)0x00ffffff)) { + n /= 10; + m--; + } + // the value was small enough, and we multiplied it + // so, we add a divider to unpack it + r += (m << 27); // the divider m + } + +#ifdef STORAGE_WITH_MATH + // without this there are rounding problems + // example: 0.9 becomes 0.89 + r += lrint((double) n); +#else + r += (storage_number)n; +#endif + + return r; +} + +// Lookup table to make storage number unpacking efficient. +NETDATA_DOUBLE unpack_storage_number_lut10x[4 * 8]; + +__attribute__((constructor)) void initialize_lut(void) { + // The lookup table is partitioned in 4 subtables based on the + // values of the factor and exp bits. + for (int i = 0; i < 8; i++) { + // factor = 0 + unpack_storage_number_lut10x[0 * 8 + i] = 1 / pow(10, i); // exp = 0 + unpack_storage_number_lut10x[1 * 8 + i] = pow(10, i); // exp = 1 + + // factor = 1 + unpack_storage_number_lut10x[2 * 8 + i] = 1 / pow(100, i); // exp = 0 + unpack_storage_number_lut10x[3 * 8 + i] = pow(100, i); // exp = 1 + } +} + +/* +int print_netdata_double(char *str, NETDATA_DOUBLE value) +{ + char *wstr = str; + + int sign = (value < 0) ? 1 : 0; + if(sign) value = -value; + +#ifdef STORAGE_WITH_MATH + // without llrintl() there are rounding problems + // for example 0.9 becomes 0.89 + unsigned long long uvalue = (unsigned long long int) llrintl(value * (NETDATA_DOUBLE)100000); +#else + unsigned long long uvalue = value * (NETDATA_DOUBLE)100000; +#endif + + wstr = print_number_llu_r_smart(str, uvalue); + + // make sure we have 6 bytes at least + while((wstr - str) < 6) *wstr++ = '0'; + + // put the sign back + if(sign) *wstr++ = '-'; + + // reverse it + char *begin = str, *end = --wstr, aux; + while (end > begin) aux = *end, *end-- = *begin, *begin++ = aux; + // wstr--; + // strreverse(str, wstr); + + // remove trailing zeros + int decimal = 5; + while(decimal > 0 && *wstr == '0') { + *wstr-- = '\0'; + decimal--; + } + + // terminate it, one position to the right + // to let space for a dot + wstr[2] = '\0'; + + // make space for the dot + int i; + for(i = 0; i < decimal ;i++) { + wstr[1] = wstr[0]; + wstr--; + } + + // put the dot + if(wstr[2] == '\0') { wstr[1] = '\0'; decimal--; } + else wstr[1] = '.'; + + // return the buffer length + return (int) ((wstr - str) + 2 + decimal ); +} +*/ + +int print_netdata_double(char *str, NETDATA_DOUBLE value) { + // info("printing number " NETDATA_DOUBLE_FORMAT, value); + char integral_str[50], fractional_str[50]; + + char *wstr = str; + + if(unlikely(value < 0)) { + *wstr++ = '-'; + value = -value; + } + + NETDATA_DOUBLE integral, fractional; + +#ifdef STORAGE_WITH_MATH + fractional = modfndd(value, &integral) * 10000000.0; +#else + integral = (NETDATA_DOUBLE)((unsigned long long)(value * 10000000ULL) / 10000000ULL); + fractional = (NETDATA_DOUBLE)((unsigned long long)(value * 10000000ULL) % 10000000ULL); +#endif + + unsigned long long integral_int = (unsigned long long)integral; + unsigned long long fractional_int = (unsigned long long)llrintndd(fractional); + if(unlikely(fractional_int >= 10000000)) { + integral_int += 1; + fractional_int -= 10000000; + } + + // info("integral " NETDATA_DOUBLE_FORMAT " (%llu), fractional " NETDATA_DOUBLE_FORMAT " (%llu)", integral, integral_int, fractional, fractional_int); + + char *istre; + if(unlikely(integral_int == 0)) { + integral_str[0] = '0'; + istre = &integral_str[1]; + } + else + // convert the integral part to string (reversed) + istre = print_number_llu_r_smart(integral_str, integral_int); + + // copy reversed the integral string + istre--; + while( istre >= integral_str ) *wstr++ = *istre--; + + if(likely(fractional_int != 0)) { + // add a dot + *wstr++ = '.'; + + // convert the fractional part to string (reversed) + char *fstre = print_number_llu_r_smart(fractional_str, fractional_int); + + // prepend zeros to reach 7 digits length + int decimal = 7; + int len = (int)(fstre - fractional_str); + while(len < decimal) { + *wstr++ = '0'; + len++; + } + + char *begin = fractional_str; + while(begin < fstre && *begin == '0') begin++; + + // copy reversed the fractional string + fstre--; + while( fstre >= begin ) *wstr++ = *fstre--; + } + + *wstr = '\0'; + // info("printed number '%s'", str); + return (int)(wstr - str); +} diff --git a/libnetdata/storage_number/storage_number.h b/libnetdata/storage_number/storage_number.h new file mode 100644 index 0000000..faea477 --- /dev/null +++ b/libnetdata/storage_number/storage_number.h @@ -0,0 +1,232 @@ +// SPDX-License-Identifier: GPL-3.0-or-later + +#ifndef NETDATA_STORAGE_NUMBER_H +#define NETDATA_STORAGE_NUMBER_H 1 + +#include <math.h> +#include "../libnetdata.h" + +#ifdef NETDATA_WITH_LONG_DOUBLE + +typedef long double NETDATA_DOUBLE; +#define NETDATA_DOUBLE_FORMAT "%0.7Lf" +#define NETDATA_DOUBLE_FORMAT_ZERO "%0.0Lf" +#define NETDATA_DOUBLE_FORMAT_AUTO "%Lf" +#define NETDATA_DOUBLE_MODIFIER "Lf" + +#define NETDATA_DOUBLE_MAX LDBL_MAX + +#define strtondd(s, endptr) strtold(s, endptr) +#define powndd(x, y) powl(x, y) +#define llrintndd(x) llrintl(x) +#define roundndd(x) roundl(x) +#define sqrtndd(x) sqrtl(x) +#define copysignndd(x, y) copysignl(x, y) +#define modfndd(x, y) modfl(x, y) +#define fabsndd(x) fabsl(x) + +#else // NETDATA_WITH_LONG_DOUBLE + +typedef double NETDATA_DOUBLE; +#define NETDATA_DOUBLE_FORMAT "%0.7f" +#define NETDATA_DOUBLE_FORMAT_ZERO "%0.0f" +#define NETDATA_DOUBLE_FORMAT_AUTO "%f" +#define NETDATA_DOUBLE_MODIFIER "f" + +#define NETDATA_DOUBLE_MAX DBL_MAX + +#define strtondd(s, endptr) strtod(s, endptr) +#define powndd(x, y) pow(x, y) +#define llrintndd(x) llrint(x) +#define roundndd(x) round(x) +#define sqrtndd(x) sqrt(x) +#define copysignndd(x, y) copysign(x, y) +#define modfndd(x, y) modf(x, y) +#define fabsndd(x) fabs(x) + +#endif // NETDATA_WITH_LONG_DOUBLE + +typedef long long collected_number; +#define COLLECTED_NUMBER_FORMAT "%lld" + +#define epsilonndd (NETDATA_DOUBLE)0.0000001 +#define considered_equal_ndd(a, b) (fabsndd((a) - (b)) < epsilonndd) + +#if defined(HAVE_ISFINITE) || defined(isfinite) +// The isfinite() macro shall determine whether its argument has a +// finite value (zero, subnormal, or normal, and not infinite or NaN). +#define netdata_double_isnumber(a) (isfinite(a)) +#elif defined(HAVE_FINITE) || defined(finite) +#define netdata_double_isnumber(a) (finite(a)) +#else +#define netdata_double_isnumber(a) (fpclassify(a) != FP_NAN && fpclassify(a) != FP_INFINITE) +#endif + +typedef uint32_t storage_number; + +typedef struct storage_number_tier1 { + float sum_value; + float min_value; + float max_value; + uint16_t count; + uint16_t anomaly_count; +} storage_number_tier1_t; + +#define STORAGE_NUMBER_FORMAT "%u" + +typedef enum { + SN_FLAG_NONE = 0, + SN_FLAG_NOT_ANOMALOUS = (1 << 24), // the anomaly bit of the value (0:anomalous, 1:not anomalous) + SN_FLAG_RESET = (1 << 25), // the value has been overflown + SN_FLAG_NOT_EXISTS_MUL100 = (1 << 26), // very large value (multiplier is 100 instead of 10) + SN_FLAG_MULTIPLY = (1 << 30), // multiply, else divide + SN_FLAG_NEGATIVE = (1 << 31), // negative, else positive +} SN_FLAGS; + +#define SN_USER_FLAGS (SN_FLAG_NOT_ANOMALOUS | SN_FLAG_RESET) + +// default flags for all storage numbers +// anomaly bit is reversed, so we set it by default +#define SN_DEFAULT_FLAGS SN_FLAG_NOT_ANOMALOUS + +// When the calculated number is zero and the value is anomalous (ie. it's bit +// is zero) we want to return a storage_number representation that is +// different from the empty slot. We achieve this by mapping zero to +// SN_EXISTS_100. Unpacking the SN_EXISTS_100 value will return zero because +// its fraction field (as well as its exponent factor field) will be zero. +#define SN_EMPTY_SLOT SN_FLAG_NOT_EXISTS_MUL100 + +// checks +#define does_storage_number_exist(value) (((storage_number)(value)) != SN_EMPTY_SLOT) +#define did_storage_number_reset(value) ((((storage_number)(value)) & SN_FLAG_RESET)) +#define is_storage_number_anomalous(value) (does_storage_number_exist(value) && !(((storage_number)(value)) & SN_FLAG_NOT_ANOMALOUS)) + +storage_number pack_storage_number(NETDATA_DOUBLE value, SN_FLAGS flags) __attribute__((const)); +static inline NETDATA_DOUBLE unpack_storage_number(storage_number value) __attribute__((const)); + +int print_netdata_double(char *str, NETDATA_DOUBLE value); + +// sign div/mul <--- multiplier / divider ---> 10/100 RESET EXISTS VALUE +#define STORAGE_NUMBER_POSITIVE_MAX_RAW (storage_number)( (0 << 31) | (1 << 30) | (1 << 29) | (1 << 28) | (1 << 27) | (1 << 26) | (0 << 25) | (1 << 24) | 0x00ffffff ) +#define STORAGE_NUMBER_POSITIVE_MIN_RAW (storage_number)( (0 << 31) | (0 << 30) | (1 << 29) | (1 << 28) | (1 << 27) | (0 << 26) | (0 << 25) | (1 << 24) | 0x00000001 ) +#define STORAGE_NUMBER_NEGATIVE_MAX_RAW (storage_number)( (1 << 31) | (0 << 30) | (1 << 29) | (1 << 28) | (1 << 27) | (0 << 26) | (0 << 25) | (1 << 24) | 0x00000001 ) +#define STORAGE_NUMBER_NEGATIVE_MIN_RAW (storage_number)( (1 << 31) | (1 << 30) | (1 << 29) | (1 << 28) | (1 << 27) | (1 << 26) | (0 << 25) | (1 << 24) | 0x00ffffff ) + +// accepted accuracy loss +#define ACCURACY_LOSS_ACCEPTED_PERCENT 0.0001 +#define accuracy_loss(t1, t2) (((t1) == (t2) || (t1) == 0.0 || (t2) == 0.0) ? 0.0 : (100.0 - (((t1) > (t2)) ? ((t2) * 100.0 / (t1) ) : ((t1) * 100.0 / (t2))))) + +// Maximum acceptable rate of increase for counters. With a rate of 10% netdata can safely detect overflows with a +// period of at least every other 10 samples. +#define MAX_INCREMENTAL_PERCENT_RATE 10 + + +static inline NETDATA_DOUBLE unpack_storage_number(storage_number value) { + extern NETDATA_DOUBLE unpack_storage_number_lut10x[4 * 8]; + + if(unlikely(value == SN_EMPTY_SLOT)) + return NAN; + + int sign = 1, exp = 0; + int factor = 0; + + // bit 32 = 0:positive, 1:negative + if(unlikely(value & SN_FLAG_NEGATIVE)) + sign = -1; + + // bit 31 = 0:divide, 1:multiply + if(unlikely(value & SN_FLAG_MULTIPLY)) + exp = 1; + + // bit 27 SN_FLAG_NOT_EXISTS_MUL100 + if(unlikely(value & SN_FLAG_NOT_EXISTS_MUL100)) + factor = 1; + + // bit 26 SN_FLAG_RESET + // bit 25 SN_FLAG_NOT_ANOMALOUS + + // bit 30, 29, 28 = (multiplier or divider) 0-7 (8 total) + int mul = (int)((value & ((1<<29)|(1<<28)|(1<<27))) >> 27); + + // bit 24 to bit 1 = the value, so remove all other bits + value ^= value & ((1<<31)|(1<<30)|(1<<29)|(1<<28)|(1<<27)|(1<<26)|(1<<25)|(1<<24)); + + NETDATA_DOUBLE n = value; + + // fprintf(stderr, "UNPACK: %08X, sign = %d, exp = %d, mul = %d, factor = %d, n = " CALCULATED_NUMBER_FORMAT "\n", value, sign, exp, mul, factor, n); + + return sign * unpack_storage_number_lut10x[(factor * 16) + (exp * 8) + mul] * n; +} + +static inline NETDATA_DOUBLE str2ndd(const char *s, char **endptr) { + int negative = 0; + const char *start = s; + unsigned long long integer_part = 0; + unsigned long decimal_part = 0; + size_t decimal_digits = 0; + + switch(*s) { + case '-': + s++; + negative = 1; + break; + + case '+': + s++; + break; + + case 'n': + if(s[1] == 'a' && s[2] == 'n') { + if(endptr) *endptr = (char *)&s[3]; + return NAN; + } + break; + + case 'i': + if(s[1] == 'n' && s[2] == 'f') { + if(endptr) *endptr = (char *)&s[3]; + return INFINITY; + } + break; + + default: + break; + } + + while (*s >= '0' && *s <= '9') { + integer_part = (integer_part * 10) + (*s - '0'); + s++; + } + + if(unlikely(*s == '.')) { + decimal_part = 0; + s++; + + while (*s >= '0' && *s <= '9') { + decimal_part = (decimal_part * 10) + (*s - '0'); + s++; + decimal_digits++; + } + } + + if(unlikely(*s == 'e' || *s == 'E')) + return strtondd(start, endptr); + + if(unlikely(endptr)) + *endptr = (char *)s; + + if(unlikely(negative)) { + if(unlikely(decimal_digits)) + return -((NETDATA_DOUBLE)integer_part + (NETDATA_DOUBLE)decimal_part / powndd(10.0, decimal_digits)); + else + return -((NETDATA_DOUBLE)integer_part); + } + else { + if(unlikely(decimal_digits)) + return (NETDATA_DOUBLE)integer_part + (NETDATA_DOUBLE)decimal_part / powndd(10.0, decimal_digits); + else + return (NETDATA_DOUBLE)integer_part; + } +} + +#endif /* NETDATA_STORAGE_NUMBER_H */ diff --git a/libnetdata/storage_number/tests/Makefile.am b/libnetdata/storage_number/tests/Makefile.am new file mode 100644 index 0000000..babdcf0 --- /dev/null +++ b/libnetdata/storage_number/tests/Makefile.am @@ -0,0 +1,4 @@ +# SPDX-License-Identifier: GPL-3.0-or-later + +AUTOMAKE_OPTIONS = subdir-objects +MAINTAINERCLEANFILES = $(srcdir)/Makefile.in diff --git a/libnetdata/storage_number/tests/test_storage_number.c b/libnetdata/storage_number/tests/test_storage_number.c new file mode 100644 index 0000000..19309e5 --- /dev/null +++ b/libnetdata/storage_number/tests/test_storage_number.c @@ -0,0 +1,52 @@ +// SPDX-License-Identifier: GPL-3.0-or-later + +#include "../../libnetdata.h" +#include "../../required_dummies.h" +#include <setjmp.h> +#include <cmocka.h> + +static void test_number_printing(void **state) +{ + (void)state; + + char value[50]; + + print_netdata_double(value, 0); + assert_string_equal(value, "0"); + + print_netdata_double(value, 0.0000001); + assert_string_equal(value, "0.0000001"); + + print_netdata_double(value, 0.00000009); + assert_string_equal(value, "0.0000001"); + + print_netdata_double(value, 0.000000001); + assert_string_equal(value, "0"); + + print_netdata_double(value, 99.99999999999999999); + assert_string_equal(value, "100"); + + print_netdata_double(value, -99.99999999999999999); + assert_string_equal(value, "-100"); + + print_netdata_double(value, 123.4567890123456789); + assert_string_equal(value, "123.456789"); + + print_netdata_double(value, 9999.9999999); + assert_string_equal(value, "9999.9999999"); + + print_netdata_double(value, -9999.9999999); + assert_string_equal(value, "-9999.9999999"); + + print_netdata_double(value, unpack_storage_number(pack_storage_number(16.777218L, SN_DEFAULT_FLAGS))); + assert_string_equal(value, "16.77722"); +} + +int main(void) +{ + const struct CMUnitTest tests[] = { + cmocka_unit_test(test_number_printing) + }; + + return cmocka_run_group_tests_name("storage_number", tests, NULL, NULL); +} |