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-rw-r--r--web/api/queries/stddev/stddev.c116
1 files changed, 2 insertions, 114 deletions
diff --git a/web/api/queries/stddev/stddev.c b/web/api/queries/stddev/stddev.c
index 92a67b42..8f543119 100644
--- a/web/api/queries/stddev/stddev.c
+++ b/web/api/queries/stddev/stddev.c
@@ -6,123 +6,11 @@
// ----------------------------------------------------------------------------
// stddev
-// this implementation comes from:
-// https://www.johndcook.com/blog/standard_deviation/
-
-struct grouping_stddev {
- long count;
- NETDATA_DOUBLE m_oldM, m_newM, m_oldS, m_newS;
-};
-
-void grouping_create_stddev(RRDR *r, const char *options __maybe_unused) {
- r->internal.grouping_data = onewayalloc_callocz(r->internal.owa, 1, sizeof(struct grouping_stddev));
-}
-
-// resets when switches dimensions
-// so, clear everything to restart
-void grouping_reset_stddev(RRDR *r) {
- struct grouping_stddev *g = (struct grouping_stddev *)r->internal.grouping_data;
- g->count = 0;
-}
-
-void grouping_free_stddev(RRDR *r) {
- onewayalloc_freez(r->internal.owa, r->internal.grouping_data);
- r->internal.grouping_data = NULL;
-}
-
-void grouping_add_stddev(RRDR *r, NETDATA_DOUBLE value) {
- struct grouping_stddev *g = (struct grouping_stddev *)r->internal.grouping_data;
-
- g->count++;
-
- // See Knuth TAOCP vol 2, 3rd edition, page 232
- if (g->count == 1) {
- g->m_oldM = g->m_newM = value;
- g->m_oldS = 0.0;
- }
- else {
- g->m_newM = g->m_oldM + (value - g->m_oldM) / g->count;
- g->m_newS = g->m_oldS + (value - g->m_oldM) * (value - g->m_newM);
-
- // set up for next iteration
- g->m_oldM = g->m_newM;
- g->m_oldS = g->m_newS;
- }
-}
-
-static inline NETDATA_DOUBLE mean(struct grouping_stddev *g) {
- return (g->count > 0) ? g->m_newM : 0.0;
-}
-
-static inline NETDATA_DOUBLE variance(struct grouping_stddev *g) {
- return ( (g->count > 1) ? g->m_newS/(NETDATA_DOUBLE)(g->count - 1) : 0.0 );
-}
-static inline NETDATA_DOUBLE stddev(struct grouping_stddev *g) {
- return sqrtndd(variance(g));
-}
-
-NETDATA_DOUBLE grouping_flush_stddev(RRDR *r, RRDR_VALUE_FLAGS *rrdr_value_options_ptr) {
- struct grouping_stddev *g = (struct grouping_stddev *)r->internal.grouping_data;
-
- NETDATA_DOUBLE value;
-
- if(likely(g->count > 1)) {
- value = stddev(g);
-
- if(!netdata_double_isnumber(value)) {
- value = 0.0;
- *rrdr_value_options_ptr |= RRDR_VALUE_EMPTY;
- }
- }
- else if(g->count == 1) {
- value = 0.0;
- }
- else {
- value = 0.0;
- *rrdr_value_options_ptr |= RRDR_VALUE_EMPTY;
- }
-
- grouping_reset_stddev(r);
-
- return value;
-}
-
-// https://en.wikipedia.org/wiki/Coefficient_of_variation
-NETDATA_DOUBLE grouping_flush_coefficient_of_variation(RRDR *r, RRDR_VALUE_FLAGS *rrdr_value_options_ptr) {
- struct grouping_stddev *g = (struct grouping_stddev *)r->internal.grouping_data;
-
- NETDATA_DOUBLE value;
-
- if(likely(g->count > 1)) {
- NETDATA_DOUBLE m = mean(g);
- value = 100.0 * stddev(g) / ((m < 0)? -m : m);
-
- if(unlikely(!netdata_double_isnumber(value))) {
- value = 0.0;
- *rrdr_value_options_ptr |= RRDR_VALUE_EMPTY;
- }
- }
- else if(g->count == 1) {
- // one value collected
- value = 0.0;
- }
- else {
- // no values collected
- value = 0.0;
- *rrdr_value_options_ptr |= RRDR_VALUE_EMPTY;
- }
-
- grouping_reset_stddev(r);
-
- return value;
-}
-
-
/*
* Mean = average
*
NETDATA_DOUBLE grouping_flush_mean(RRDR *r, RRDR_VALUE_FLAGS *rrdr_value_options_ptr) {
- struct grouping_stddev *g = (struct grouping_stddev *)r->internal.grouping_data;
+ struct grouping_stddev *g = (struct grouping_stddev *)r->grouping.grouping_data;
NETDATA_DOUBLE value;
@@ -149,7 +37,7 @@ NETDATA_DOUBLE grouping_flush_mean(RRDR *r, RRDR_VALUE_FLAGS *rrdr_value_options
* It is not advised to use this version of variance directly
*
NETDATA_DOUBLE grouping_flush_variance(RRDR *r, RRDR_VALUE_FLAGS *rrdr_value_options_ptr) {
- struct grouping_stddev *g = (struct grouping_stddev *)r->internal.grouping_data;
+ struct grouping_stddev *g = (struct grouping_stddev *)r->grouping.grouping_data;
NETDATA_DOUBLE value;