Add non-cumulative histogram (#7071)
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@@ -8,16 +8,23 @@ import (
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"github.com/influxdata/telegraf/plugins/aggregators"
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)
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// bucketTag is the tag, which contains right bucket border
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const bucketTag = "le"
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// bucketRightTag is the tag, which contains right bucket border
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const bucketRightTag = "le"
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// bucketInf is the right bucket border for infinite values
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const bucketInf = "+Inf"
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// bucketPosInf is the right bucket border for infinite values
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const bucketPosInf = "+Inf"
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// bucketLeftTag is the tag, which contains left bucket border (exclusive)
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const bucketLeftTag = "gt"
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// bucketNegInf is the left bucket border for infinite values
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const bucketNegInf = "-Inf"
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// HistogramAggregator is aggregator with histogram configs and particular histograms for defined metrics
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type HistogramAggregator struct {
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Configs []config `toml:"config"`
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ResetBuckets bool `toml:"reset"`
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Cumulative bool `toml:"cumulative"`
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buckets bucketsByMetrics
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cache map[uint64]metricHistogramCollection
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@@ -57,8 +64,10 @@ type groupedByCountFields struct {
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}
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// NewHistogramAggregator creates new histogram aggregator
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func NewHistogramAggregator() telegraf.Aggregator {
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h := &HistogramAggregator{}
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func NewHistogramAggregator() *HistogramAggregator {
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h := &HistogramAggregator{
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Cumulative: true,
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}
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h.buckets = make(bucketsByMetrics)
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h.resetCache()
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@@ -77,16 +86,20 @@ var sampleConfig = `
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## of accumulating the results.
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reset = false
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## Whether bucket values should be accumulated. If set to false, "gt" tag will be added.
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## Defaults to true.
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cumulative = true
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## Example config that aggregates all fields of the metric.
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# [[aggregators.histogram.config]]
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# ## The set of buckets.
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# ## Right borders of buckets (with +Inf implicitly added).
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# buckets = [0.0, 15.6, 34.5, 49.1, 71.5, 80.5, 94.5, 100.0]
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# ## The name of metric.
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# measurement_name = "cpu"
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## Example config that aggregates only specific fields of the metric.
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# [[aggregators.histogram.config]]
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# ## The set of buckets.
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# ## Right borders of buckets (with +Inf implicitly added).
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# buckets = [0.0, 10.0, 20.0, 30.0, 40.0, 50.0, 60.0, 70.0, 80.0, 90.0, 100.0]
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# ## The name of metric.
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# measurement_name = "diskio"
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@@ -167,18 +180,27 @@ func (h *HistogramAggregator) groupFieldsByBuckets(
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tags map[string]string,
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counts []int64,
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) {
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count := int64(0)
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for index, bucket := range h.getBuckets(name, field) {
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count += counts[index]
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sum := int64(0)
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buckets := h.getBuckets(name, field) // note that len(buckets) + 1 == len(counts)
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tags[bucketTag] = strconv.FormatFloat(bucket, 'f', -1, 64)
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h.groupField(metricsWithGroupedFields, name, field, count, copyTags(tags))
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for index, count := range counts {
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if !h.Cumulative {
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sum = 0 // reset sum -> don't store cumulative counts
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tags[bucketLeftTag] = bucketNegInf
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if index > 0 {
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tags[bucketLeftTag] = strconv.FormatFloat(buckets[index-1], 'f', -1, 64)
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}
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}
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tags[bucketRightTag] = bucketPosInf
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if index < len(buckets) {
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tags[bucketRightTag] = strconv.FormatFloat(buckets[index], 'f', -1, 64)
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}
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sum += count
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h.groupField(metricsWithGroupedFields, name, field, sum, copyTags(tags))
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}
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count += counts[len(counts)-1]
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tags[bucketTag] = bucketInf
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h.groupField(metricsWithGroupedFields, name, field, count, tags)
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}
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// groupField groups field by count value
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