From a836a244a3d2bdd4da1ee2641e3e957850668cea Mon Sep 17 00:00:00 2001 From: Daniel Baumann Date: Mon, 8 May 2023 18:27:04 +0200 Subject: Adding upstream version 1.39.0. Signed-off-by: Daniel Baumann --- web/api/queries/des/des.c | 129 ---------------------------------------------- 1 file changed, 129 deletions(-) (limited to 'web/api/queries/des/des.c') diff --git a/web/api/queries/des/des.c b/web/api/queries/des/des.c index a6c4e4051..d0e234e23 100644 --- a/web/api/queries/des/des.c +++ b/web/api/queries/des/des.c @@ -6,132 +6,3 @@ // ---------------------------------------------------------------------------- // single exponential smoothing - -struct grouping_des { - NETDATA_DOUBLE alpha; - NETDATA_DOUBLE alpha_other; - NETDATA_DOUBLE beta; - NETDATA_DOUBLE beta_other; - - NETDATA_DOUBLE level; - NETDATA_DOUBLE trend; - - size_t count; -}; - -static size_t max_window_size = 15; - -void grouping_init_des(void) { - long long ret = config_get_number(CONFIG_SECTION_WEB, "des max window", (long long)max_window_size); - if(ret <= 1) { - config_set_number(CONFIG_SECTION_WEB, "des max window", (long long)max_window_size); - } - else { - max_window_size = (size_t) ret; - } -} - -static inline NETDATA_DOUBLE window(RRDR *r, struct grouping_des *g) { - (void)g; - - NETDATA_DOUBLE points; - if(r->group == 1) { - // provide a running DES - points = (NETDATA_DOUBLE)r->internal.points_wanted; - } - else { - // provide a SES with flush points - points = (NETDATA_DOUBLE)r->group; - } - - // https://en.wikipedia.org/wiki/Moving_average#Exponential_moving_average - // A commonly used value for alpha is 2 / (N + 1) - return (points > (NETDATA_DOUBLE)max_window_size) ? (NETDATA_DOUBLE)max_window_size : points; -} - -static inline void set_alpha(RRDR *r, struct grouping_des *g) { - // https://en.wikipedia.org/wiki/Moving_average#Exponential_moving_average - // A commonly used value for alpha is 2 / (N + 1) - - g->alpha = 2.0 / (window(r, g) + 1.0); - g->alpha_other = 1.0 - g->alpha; - - //info("alpha for chart '%s' is " CALCULATED_NUMBER_FORMAT, r->st->name, g->alpha); -} - -static inline void set_beta(RRDR *r, struct grouping_des *g) { - // https://en.wikipedia.org/wiki/Moving_average#Exponential_moving_average - // A commonly used value for alpha is 2 / (N + 1) - - g->beta = 2.0 / (window(r, g) + 1.0); - g->beta_other = 1.0 - g->beta; - - //info("beta for chart '%s' is " CALCULATED_NUMBER_FORMAT, r->st->name, g->beta); -} - -void grouping_create_des(RRDR *r, const char *options __maybe_unused) { - struct grouping_des *g = (struct grouping_des *)onewayalloc_mallocz(r->internal.owa, sizeof(struct grouping_des)); - set_alpha(r, g); - set_beta(r, g); - g->level = 0.0; - g->trend = 0.0; - g->count = 0; - r->internal.grouping_data = g; -} - -// resets when switches dimensions -// so, clear everything to restart -void grouping_reset_des(RRDR *r) { - struct grouping_des *g = (struct grouping_des *)r->internal.grouping_data; - g->level = 0.0; - g->trend = 0.0; - g->count = 0; - - // fprintf(stderr, "\nDES: "); - -} - -void grouping_free_des(RRDR *r) { - onewayalloc_freez(r->internal.owa, r->internal.grouping_data); - r->internal.grouping_data = NULL; -} - -void grouping_add_des(RRDR *r, NETDATA_DOUBLE value) { - struct grouping_des *g = (struct grouping_des *)r->internal.grouping_data; - - if(likely(g->count > 0)) { - // we have at least a number so far - - if(unlikely(g->count == 1)) { - // the second value we got - g->trend = value - g->trend; - g->level = value; - } - - // for the values, except the first - NETDATA_DOUBLE last_level = g->level; - g->level = (g->alpha * value) + (g->alpha_other * (g->level + g->trend)); - g->trend = (g->beta * (g->level - last_level)) + (g->beta_other * g->trend); - } - else { - // the first value we got - g->level = g->trend = value; - } - - g->count++; - - //fprintf(stderr, "value: " CALCULATED_NUMBER_FORMAT ", level: " CALCULATED_NUMBER_FORMAT ", trend: " CALCULATED_NUMBER_FORMAT "\n", value, g->level, g->trend); -} - -NETDATA_DOUBLE grouping_flush_des(RRDR *r, RRDR_VALUE_FLAGS *rrdr_value_options_ptr) { - struct grouping_des *g = (struct grouping_des *)r->internal.grouping_data; - - if(unlikely(!g->count || !netdata_double_isnumber(g->level))) { - *rrdr_value_options_ptr |= RRDR_VALUE_EMPTY; - return 0.0; - } - - //fprintf(stderr, " RESULT for %zu values = " CALCULATED_NUMBER_FORMAT " \n", g->count, g->level); - - return g->level; -} -- cgit v1.2.3