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https://github.com/VictoriaMetrics/VictoriaMetrics.git
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lib/storage: correctly handle -dedup.minScrapeInterval
values smaller than 8ms
Such small values may be used for removing samples with duplicate timestamps. See https://github.com/VictoriaMetrics/VictoriaMetrics/issues/409 for details.
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@ -1,6 +1,7 @@
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package storage
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import (
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"math"
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"time"
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)
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@ -23,7 +24,15 @@ func getMinDelta() int64 {
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// 10 25 41
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// When using 7/8 of minScrapeInterval, it will be converted to the expected:
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// 10 19 30 41
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return (minScrapeInterval.Milliseconds() / 8) * 7
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ms := minScrapeInterval.Milliseconds()
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// Try calculating scrape interval via integer arithmetic.
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d := (ms / 8) * 7
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if d > 0 {
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return d
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}
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// Too small scrape interval for integer arithmetic. Calculate d using floating-point arithmetic.
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return int64(math.Round(float64(ms) / 8 * 7))
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}
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// DeduplicateSamples removes samples from src* if they are closer to each other than minScrapeInterval.
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@ -53,7 +62,7 @@ func DeduplicateSamples(srcTimestamps []int64, srcValues []float64) ([]int64, []
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return dstTimestamps, dstValues
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}
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func deduplicateSamplesDuringMerge(srcTimestamps []int64, srcValues []int64) ([]int64, []int64) {
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func deduplicateSamplesDuringMerge(srcTimestamps, srcValues []int64) ([]int64, []int64) {
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if minScrapeInterval <= 0 {
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return srcTimestamps, srcValues
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}
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129
lib/storage/dedup_test.go
Normal file
129
lib/storage/dedup_test.go
Normal file
@ -0,0 +1,129 @@
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package storage
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import (
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"reflect"
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"testing"
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"time"
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)
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func TestGetMinDelta(t *testing.T) {
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f := func(scrapeInterval time.Duration, dExpected int64) {
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t.Helper()
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SetMinScrapeIntervalForDeduplication(scrapeInterval)
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d := getMinDelta()
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if d != dExpected {
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t.Fatalf("unexpected getMinDelta(%s); got %d; want %d", scrapeInterval, d, dExpected)
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}
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}
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f(0, 0)
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f(time.Millisecond, 1)
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f(5*time.Millisecond, 4)
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f(8*time.Millisecond, 7)
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f(100*time.Millisecond, 84)
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f(time.Second, 875)
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f(10*time.Second, 8750)
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}
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func TestDeduplicateSamples(t *testing.T) {
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f := func(scrapeInterval time.Duration, timestamps, timestampsExpected []int64) {
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t.Helper()
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SetMinScrapeIntervalForDeduplication(scrapeInterval)
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timestampsCopy := make([]int64, len(timestamps))
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values := make([]float64, len(timestamps))
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for i, ts := range timestamps {
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timestampsCopy[i] = ts
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values[i] = float64(i)
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}
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timestampsCopy, values = DeduplicateSamples(timestampsCopy, values)
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if !reflect.DeepEqual(timestampsCopy, timestampsExpected) {
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t.Fatalf("invalid DeduplicateSamples(%v) result;\ngot\n%v\nwant\n%v", timestamps, timestampsCopy, timestampsExpected)
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}
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// Verify values
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if len(timestampsCopy) == 0 {
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if len(values) != 0 {
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t.Fatalf("values must be empty; got %v", values)
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}
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return
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}
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j := 0
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for i, ts := range timestamps {
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if ts != timestampsCopy[j] {
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continue
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}
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if values[j] != float64(i) {
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t.Fatalf("unexpected value at index %d; got %v; want %v; values: %v", j, values[j], i, values)
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}
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j++
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if j == len(timestampsCopy) {
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break
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}
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}
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if j != len(timestampsCopy) {
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t.Fatalf("superflouos timestamps found starting from index %d: %v", j, timestampsCopy[j:])
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}
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}
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f(time.Millisecond, nil, []int64{})
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f(time.Millisecond, []int64{123}, []int64{123})
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f(time.Millisecond, []int64{123, 456}, []int64{123, 456})
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f(time.Millisecond, []int64{0, 0, 0, 1, 1, 2, 3, 3, 3, 4}, []int64{0, 1, 2, 3, 4})
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f(0, []int64{0, 0, 0, 1, 1, 2, 3, 3, 3, 4}, []int64{0, 0, 0, 1, 1, 2, 3, 3, 3, 4})
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f(100*time.Millisecond, []int64{0, 100, 100, 101, 150, 180, 200, 300, 1000}, []int64{0, 100, 200, 300, 1000})
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f(10*time.Second, []int64{10e3, 13e3, 21e3, 22e3, 30e3, 33e3, 39e3, 45e3}, []int64{10e3, 21e3, 30e3, 39e3})
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}
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func TestDeduplicateSamplesDuringMerge(t *testing.T) {
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f := func(scrapeInterval time.Duration, timestamps, timestampsExpected []int64) {
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t.Helper()
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SetMinScrapeIntervalForDeduplication(scrapeInterval)
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timestampsCopy := make([]int64, len(timestamps))
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values := make([]int64, len(timestamps))
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for i, ts := range timestamps {
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timestampsCopy[i] = ts
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values[i] = int64(i)
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}
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timestampsCopy, values = deduplicateSamplesDuringMerge(timestampsCopy, values)
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if !reflect.DeepEqual(timestampsCopy, timestampsExpected) {
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t.Fatalf("invalid deduplicateSamplesDuringMerge(%v) result;\ngot\n%v\nwant\n%v", timestamps, timestampsCopy, timestampsExpected)
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}
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// Verify values
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if len(timestampsCopy) == 0 {
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if len(values) != 0 {
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t.Fatalf("values must be empty; got %v", values)
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}
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return
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}
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j := 0
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for i, ts := range timestamps {
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if ts != timestampsCopy[j] {
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continue
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}
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if values[j] != int64(i) {
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t.Fatalf("unexpected value at index %d; got %v; want %v; values: %v", j, values[j], i, values)
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}
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j++
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if j == len(timestampsCopy) {
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break
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}
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}
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if j != len(timestampsCopy) {
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t.Fatalf("superflouos timestamps found starting from index %d: %v", j, timestampsCopy[j:])
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}
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}
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f(time.Millisecond, nil, []int64{})
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f(time.Millisecond, []int64{123}, []int64{123})
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f(time.Millisecond, []int64{123, 456}, []int64{123, 456})
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f(time.Millisecond, []int64{0, 0, 0, 1, 1, 2, 3, 3, 3, 4}, []int64{0, 0, 0, 1, 1, 2, 3, 3, 3, 4})
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f(100*time.Millisecond, []int64{0, 100, 100, 101, 150, 180, 200, 300, 1000}, []int64{0, 100, 100, 101, 150, 180, 200, 300, 1000})
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f(10*time.Second, []int64{10e3, 13e3, 21e3, 22e3, 30e3, 33e3, 39e3, 45e3}, []int64{10e3, 13e3, 21e3, 22e3, 30e3, 33e3, 39e3, 45e3})
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var timestamps, timestampsExpected []int64
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for i := 0; i < 40; i++ {
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timestamps = append(timestamps, int64(i*1000))
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if i%2 == 0 {
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timestampsExpected = append(timestampsExpected, int64(i*1000))
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}
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}
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f(0, timestamps, timestamps)
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f(time.Second, timestamps, timestamps)
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f(2*time.Second, timestamps, timestampsExpected)
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}
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