// SPDX-License-Identifier: GPL-3.0-or-later #include "median.h" // ---------------------------------------------------------------------------- // median struct grouping_median { size_t series_size; size_t next_pos; NETDATA_DOUBLE percent; NETDATA_DOUBLE *series; }; void grouping_create_median_internal(RRDR *r, const char *options, NETDATA_DOUBLE def) { long entries = r->group; if(entries < 10) entries = 10; struct grouping_median *g = (struct grouping_median *)onewayalloc_callocz(r->internal.owa, 1, sizeof(struct grouping_median)); g->series = onewayalloc_mallocz(r->internal.owa, entries * sizeof(NETDATA_DOUBLE)); g->series_size = (size_t)entries; g->percent = def; if(options && *options) { g->percent = str2ndd(options, NULL); if(!netdata_double_isnumber(g->percent)) g->percent = 0.0; if(g->percent < 0.0) g->percent = 0.0; if(g->percent > 50.0) g->percent = 50.0; } g->percent = g->percent / 100.0; r->internal.grouping_data = g; } void grouping_create_median(RRDR *r, const char *options) { grouping_create_median_internal(r, options, 0.0); } void grouping_create_trimmed_median1(RRDR *r, const char *options) { grouping_create_median_internal(r, options, 1.0); } void grouping_create_trimmed_median2(RRDR *r, const char *options) { grouping_create_median_internal(r, options, 2.0); } void grouping_create_trimmed_median3(RRDR *r, const char *options) { grouping_create_median_internal(r, options, 3.0); } void grouping_create_trimmed_median5(RRDR *r, const char *options) { grouping_create_median_internal(r, options, 5.0); } void grouping_create_trimmed_median10(RRDR *r, const char *options) { grouping_create_median_internal(r, options, 10.0); } void grouping_create_trimmed_median15(RRDR *r, const char *options) { grouping_create_median_internal(r, options, 15.0); } void grouping_create_trimmed_median20(RRDR *r, const char *options) { grouping_create_median_internal(r, options, 20.0); } void grouping_create_trimmed_median25(RRDR *r, const char *options) { grouping_create_median_internal(r, options, 25.0); } // resets when switches dimensions // so, clear everything to restart void grouping_reset_median(RRDR *r) { struct grouping_median *g = (struct grouping_median *)r->internal.grouping_data; g->next_pos = 0; } void grouping_free_median(RRDR *r) { struct grouping_median *g = (struct grouping_median *)r->internal.grouping_data; if(g) onewayalloc_freez(r->internal.owa, g->series); onewayalloc_freez(r->internal.owa, r->internal.grouping_data); r->internal.grouping_data = NULL; } void grouping_add_median(RRDR *r, NETDATA_DOUBLE value) { struct grouping_median *g = (struct grouping_median *)r->internal.grouping_data; if(unlikely(g->next_pos >= g->series_size)) { g->series = onewayalloc_doublesize( r->internal.owa, g->series, g->series_size * sizeof(NETDATA_DOUBLE)); g->series_size *= 2; } g->series[g->next_pos++] = value; } NETDATA_DOUBLE grouping_flush_median(RRDR *r, RRDR_VALUE_FLAGS *rrdr_value_options_ptr) { struct grouping_median *g = (struct grouping_median *)r->internal.grouping_data; size_t available_slots = g->next_pos; NETDATA_DOUBLE value; if(unlikely(!available_slots)) { value = 0.0; *rrdr_value_options_ptr |= RRDR_VALUE_EMPTY; } else if(available_slots == 1) { value = g->series[0]; } else { sort_series(g->series, available_slots); size_t start_slot = 0; size_t end_slot = available_slots - 1; if(g->percent > 0.0) { NETDATA_DOUBLE min = g->series[0]; NETDATA_DOUBLE max = g->series[available_slots - 1]; NETDATA_DOUBLE delta = (max - min) * g->percent; NETDATA_DOUBLE wanted_min = min + delta; NETDATA_DOUBLE wanted_max = max - delta; for (start_slot = 0; start_slot < available_slots; start_slot++) if (g->series[start_slot] >= wanted_min) break; for (end_slot = available_slots - 1; end_slot > start_slot; end_slot--) if (g->series[end_slot] <= wanted_max) break; } if(start_slot == end_slot) value = g->series[start_slot]; else value = median_on_sorted_series(&g->series[start_slot], end_slot - start_slot + 1); } if(unlikely(!netdata_double_isnumber(value))) { value = 0.0; *rrdr_value_options_ptr |= RRDR_VALUE_EMPTY; } //log_series_to_stderr(g->series, g->next_pos, value, "median"); g->next_pos = 0; return value; }