Add option to reset buckets on flush to histogram aggregator (#5641)

This commit is contained in:
Olli-Pekka Lehto 2019-04-01 13:53:50 -05:00 committed by Daniel Nelson
parent db1e902c81
commit 13a00eeca5
3 changed files with 53 additions and 12 deletions

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@ -7,8 +7,9 @@ Values added to a bucket are also added to the larger buckets in the
distribution. This creates a [cumulative histogram](https://en.wikipedia.org/wiki/Histogram#/media/File:Cumulative_vs_normal_histogram.svg). distribution. This creates a [cumulative histogram](https://en.wikipedia.org/wiki/Histogram#/media/File:Cumulative_vs_normal_histogram.svg).
Like other Telegraf aggregators, the metric is emitted every `period` seconds. Like other Telegraf aggregators, the metric is emitted every `period` seconds.
Bucket counts however are not reset between periods and will be non-strictly By default bucket counts are not reset between periods and will be non-strictly
increasing while Telegraf is running. increasing while Telegraf is running. This behavior can be changed by setting the
`reset` parameter to true.
#### Design #### Design
@ -34,6 +35,10 @@ of the algorithm which is implemented in the Prometheus
## aggregator and will not get sent to the output plugins. ## aggregator and will not get sent to the output plugins.
drop_original = false drop_original = false
## If true, the histogram will be reset on flush instead
## of accumulating the results.
reset = false
## Example config that aggregates all fields of the metric. ## Example config that aggregates all fields of the metric.
# [[aggregators.histogram.config]] # [[aggregators.histogram.config]]
# ## The set of buckets. # ## The set of buckets.

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@ -17,6 +17,7 @@ const bucketInf = "+Inf"
// HistogramAggregator is aggregator with histogram configs and particular histograms for defined metrics // HistogramAggregator is aggregator with histogram configs and particular histograms for defined metrics
type HistogramAggregator struct { type HistogramAggregator struct {
Configs []config `toml:"config"` Configs []config `toml:"config"`
ResetBuckets bool `toml:"reset"`
buckets bucketsByMetrics buckets bucketsByMetrics
cache map[uint64]metricHistogramCollection cache map[uint64]metricHistogramCollection
@ -72,6 +73,10 @@ var sampleConfig = `
## aggregator and will not get sent to the output plugins. ## aggregator and will not get sent to the output plugins.
drop_original = false drop_original = false
## If true, the histogram will be reset on flush instead
## of accumulating the results.
reset = false
## Example config that aggregates all fields of the metric. ## Example config that aggregates all fields of the metric.
# [[aggregators.histogram.config]] # [[aggregators.histogram.config]]
# ## The set of buckets. # ## The set of buckets.
@ -201,9 +206,15 @@ func (h *HistogramAggregator) groupField(
) )
} }
// Reset does nothing, because we need to collect counts for a long time, otherwise if config parameter 'reset' has // Reset does nothing by default, because we typically need to collect counts for a long time.
// small value, we will get a histogram with a small amount of the distribution. // Otherwise if config parameter 'reset' has 'true' value, we will get a histogram
func (h *HistogramAggregator) Reset() {} // with a small amount of the distribution. However in some use cases a reset is useful.
func (h *HistogramAggregator) Reset() {
if h.ResetBuckets {
h.resetCache()
h.buckets = make(bucketsByMetrics)
}
}
// resetCache resets cached counts(hits) in the buckets // resetCache resets cached counts(hits) in the buckets
func (h *HistogramAggregator) resetCache() { func (h *HistogramAggregator) resetCache() {

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@ -12,8 +12,8 @@ import (
) )
// NewTestHistogram creates new test histogram aggregation with specified config // NewTestHistogram creates new test histogram aggregation with specified config
func NewTestHistogram(cfg []config) telegraf.Aggregator { func NewTestHistogram(cfg []config, reset bool) telegraf.Aggregator {
htm := &HistogramAggregator{Configs: cfg} htm := &HistogramAggregator{Configs: cfg, ResetBuckets: reset}
htm.buckets = make(bucketsByMetrics) htm.buckets = make(bucketsByMetrics)
htm.resetCache() htm.resetCache()
@ -69,11 +69,12 @@ func BenchmarkApply(b *testing.B) {
func TestHistogramWithPeriodAndOneField(t *testing.T) { func TestHistogramWithPeriodAndOneField(t *testing.T) {
var cfg []config var cfg []config
cfg = append(cfg, config{Metric: "first_metric_name", Fields: []string{"a"}, Buckets: []float64{0.0, 10.0, 20.0, 30.0, 40.0}}) cfg = append(cfg, config{Metric: "first_metric_name", Fields: []string{"a"}, Buckets: []float64{0.0, 10.0, 20.0, 30.0, 40.0}})
histogram := NewTestHistogram(cfg) histogram := NewTestHistogram(cfg, false)
acc := &testutil.Accumulator{} acc := &testutil.Accumulator{}
histogram.Add(firstMetric1) histogram.Add(firstMetric1)
histogram.Reset()
histogram.Add(firstMetric2) histogram.Add(firstMetric2)
histogram.Push(acc) histogram.Push(acc)
@ -88,12 +89,36 @@ func TestHistogramWithPeriodAndOneField(t *testing.T) {
assertContainsTaggedField(t, acc, "first_metric_name", map[string]interface{}{"a_bucket": int64(2)}, bucketInf) assertContainsTaggedField(t, acc, "first_metric_name", map[string]interface{}{"a_bucket": int64(2)}, bucketInf)
} }
// TestHistogramWithPeriodAndOneField tests metrics for one period and for one field
func TestHistogramWithReset(t *testing.T) {
var cfg []config
cfg = append(cfg, config{Metric: "first_metric_name", Fields: []string{"a"}, Buckets: []float64{0.0, 10.0, 20.0, 30.0, 40.0}})
histogram := NewTestHistogram(cfg, true)
acc := &testutil.Accumulator{}
histogram.Add(firstMetric1)
histogram.Reset()
histogram.Add(firstMetric2)
histogram.Push(acc)
if len(acc.Metrics) != 6 {
assert.Fail(t, "Incorrect number of metrics")
}
assertContainsTaggedField(t, acc, "first_metric_name", map[string]interface{}{"a_bucket": int64(0)}, "0")
assertContainsTaggedField(t, acc, "first_metric_name", map[string]interface{}{"a_bucket": int64(0)}, "10")
assertContainsTaggedField(t, acc, "first_metric_name", map[string]interface{}{"a_bucket": int64(1)}, "20")
assertContainsTaggedField(t, acc, "first_metric_name", map[string]interface{}{"a_bucket": int64(1)}, "30")
assertContainsTaggedField(t, acc, "first_metric_name", map[string]interface{}{"a_bucket": int64(1)}, "40")
assertContainsTaggedField(t, acc, "first_metric_name", map[string]interface{}{"a_bucket": int64(1)}, bucketInf)
}
// TestHistogramWithPeriodAndAllFields tests two metrics for one period and for all fields // TestHistogramWithPeriodAndAllFields tests two metrics for one period and for all fields
func TestHistogramWithPeriodAndAllFields(t *testing.T) { func TestHistogramWithPeriodAndAllFields(t *testing.T) {
var cfg []config var cfg []config
cfg = append(cfg, config{Metric: "first_metric_name", Buckets: []float64{0.0, 15.5, 20.0, 30.0, 40.0}}) cfg = append(cfg, config{Metric: "first_metric_name", Buckets: []float64{0.0, 15.5, 20.0, 30.0, 40.0}})
cfg = append(cfg, config{Metric: "second_metric_name", Buckets: []float64{0.0, 4.0, 10.0, 23.0, 30.0}}) cfg = append(cfg, config{Metric: "second_metric_name", Buckets: []float64{0.0, 4.0, 10.0, 23.0, 30.0}})
histogram := NewTestHistogram(cfg) histogram := NewTestHistogram(cfg, false)
acc := &testutil.Accumulator{} acc := &testutil.Accumulator{}
@ -127,7 +152,7 @@ func TestHistogramDifferentPeriodsAndAllFields(t *testing.T) {
var cfg []config var cfg []config
cfg = append(cfg, config{Metric: "first_metric_name", Buckets: []float64{0.0, 10.0, 20.0, 30.0, 40.0}}) cfg = append(cfg, config{Metric: "first_metric_name", Buckets: []float64{0.0, 10.0, 20.0, 30.0, 40.0}})
histogram := NewTestHistogram(cfg) histogram := NewTestHistogram(cfg, false)
acc := &testutil.Accumulator{} acc := &testutil.Accumulator{}
histogram.Add(firstMetric1) histogram.Add(firstMetric1)
@ -166,7 +191,7 @@ func TestWrongBucketsOrder(t *testing.T) {
var cfg []config var cfg []config
cfg = append(cfg, config{Metric: "first_metric_name", Buckets: []float64{0.0, 90.0, 20.0, 30.0, 40.0}}) cfg = append(cfg, config{Metric: "first_metric_name", Buckets: []float64{0.0, 90.0, 20.0, 30.0, 40.0}})
histogram := NewTestHistogram(cfg) histogram := NewTestHistogram(cfg, false)
histogram.Add(firstMetric2) histogram.Add(firstMetric2)
} }