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app/vmselect/promql: fix mode_over_time
calculations
Previously `mode_over_time` could return garbage due to improper shuffling of input data points.
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@ -52,6 +52,7 @@
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See https://github.com/VictoriaMetrics/VictoriaMetrics/issues/674
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See https://github.com/VictoriaMetrics/VictoriaMetrics/issues/674
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* BUGFIX: vmalert: accept days, weeks and years in `for: ` part of config like Prometheus does. See https://github.com/VictoriaMetrics/VictoriaMetrics/issues/817
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* BUGFIX: vmalert: accept days, weeks and years in `for: ` part of config like Prometheus does. See https://github.com/VictoriaMetrics/VictoriaMetrics/issues/817
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* BUGFIX: fix `mode_over_time(m[d])` calculations. Previously the function could return incorrect results.
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# [v1.43.0](https://github.com/VictoriaMetrics/VictoriaMetrics/releases/tag/v1.43.0)
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# [v1.43.0](https://github.com/VictoriaMetrics/VictoriaMetrics/releases/tag/v1.43.0)
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@ -494,6 +494,8 @@ func aggrFuncZScore(afa *aggrFuncArg) ([]*timeseries, error) {
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//
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//
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// It is expected that a doesn't contain NaNs.
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// It is expected that a doesn't contain NaNs.
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//
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//
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// The function modifies contents for a, so the caller must prepare it accordingly.
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//
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// See https://en.wikipedia.org/wiki/Mode_(statistics)
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// See https://en.wikipedia.org/wiki/Mode_(statistics)
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func modeNoNaNs(prevValue float64, a []float64) float64 {
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func modeNoNaNs(prevValue float64, a []float64) float64 {
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if len(a) == 0 {
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if len(a) == 0 {
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@ -1587,7 +1587,23 @@ func rollupTimestamp(rfa *rollupFuncArg) float64 {
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func rollupModeOverTime(rfa *rollupFuncArg) float64 {
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func rollupModeOverTime(rfa *rollupFuncArg) float64 {
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// There is no need in handling NaNs here, since they must be cleaned up
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// There is no need in handling NaNs here, since they must be cleaned up
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// before calling rollup funcs.
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// before calling rollup funcs.
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return modeNoNaNs(rfa.prevValue, rfa.values)
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// Copy rfa.values to a.A, since modeNoNaNs modifies a.A contents.
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a := float64sPool.Get().(*float64s)
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a.A = append(a.A[:0], rfa.values...)
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result := modeNoNaNs(rfa.prevValue, a.A)
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float64sPool.Put(a)
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return result
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}
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var float64sPool = &sync.Pool{
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New: func() interface{} {
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return &float64s{}
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},
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}
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type float64s struct {
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A []float64
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}
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}
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func rollupAscentOverTime(rfa *rollupFuncArg) float64 {
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func rollupAscentOverTime(rfa *rollupFuncArg) float64 {
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@ -1012,7 +1012,7 @@ func TestRollupFuncsNoWindow(t *testing.T) {
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}
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}
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rc.Timestamps = getTimestamps(rc.Start, rc.End, rc.Step)
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rc.Timestamps = getTimestamps(rc.Start, rc.End, rc.Step)
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values := rc.Do(nil, testValues, testTimestamps)
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values := rc.Do(nil, testValues, testTimestamps)
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valuesExpected := []float64{nan, nan, 34, 44, 44}
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valuesExpected := []float64{nan, 21, 34, 34, 34}
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timestampsExpected := []int64{0, 40, 80, 120, 160}
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timestampsExpected := []int64{0, 40, 80, 120, 160}
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testRowsEqual(t, values, rc.Timestamps, valuesExpected, timestampsExpected)
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testRowsEqual(t, values, rc.Timestamps, valuesExpected, timestampsExpected)
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})
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})
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@ -1026,7 +1026,7 @@ func TestRollupFuncsNoWindow(t *testing.T) {
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}
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}
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rc.Timestamps = getTimestamps(rc.Start, rc.End, rc.Step)
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rc.Timestamps = getTimestamps(rc.Start, rc.End, rc.Step)
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values := rc.Do(nil, testValues, testTimestamps)
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values := rc.Do(nil, testValues, testTimestamps)
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valuesExpected := []float64{nan, 1262.5, 3187.5, 4059.523809523809, 6200}
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valuesExpected := []float64{nan, 2775, 5262.5, 3678.5714285714284, 2880}
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timestampsExpected := []int64{0, 40, 80, 120, 160}
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timestampsExpected := []int64{0, 40, 80, 120, 160}
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testRowsEqual(t, values, rc.Timestamps, valuesExpected, timestampsExpected)
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testRowsEqual(t, values, rc.Timestamps, valuesExpected, timestampsExpected)
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})
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})
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@ -1040,7 +1040,7 @@ func TestRollupFuncsNoWindow(t *testing.T) {
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}
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}
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rc.Timestamps = getTimestamps(rc.Start, rc.End, rc.Step)
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rc.Timestamps = getTimestamps(rc.Start, rc.End, rc.Step)
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values := rc.Do(nil, testValues, testTimestamps)
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values := rc.Do(nil, testValues, testTimestamps)
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valuesExpected := []float64{nan, 0.9397878236968458, 1.1969836716333457, 2.3112921116373175, nan}
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valuesExpected := []float64{nan, -0.86650328627136, -1.1200838283548589, -0.40035755084856683, nan}
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timestampsExpected := []int64{0, 40, 80, 120, 160}
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timestampsExpected := []int64{0, 40, 80, 120, 160}
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testRowsEqual(t, values, rc.Timestamps, valuesExpected, timestampsExpected)
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testRowsEqual(t, values, rc.Timestamps, valuesExpected, timestampsExpected)
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})
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})
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