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lib/storage: remove duplicate data points on 7/8*minScrapeInterval interval instead of 1/2*minScrapeInterval

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This should reduce storage usage and should improve deduplication accuracy
This commit is contained in:
Aliaksandr Valialkin 2020-04-01 15:46:58 +03:00
parent 8661dc4624
commit c4acd20d2a
1 changed files with 4 additions and 4 deletions
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8
lib/storage/dedup.go
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@ -16,14 +16,14 @@ func SetMinScrapeIntervalForDeduplication(interval time.Duration) {
var minScrapeInterval = time.Duration(0)
func getMinDelta() int64 {
// Divide minScrapeInterval by 2 in order to preserve proper data points.
// Use 7/8 of minScrapeInterval in order to preserve proper data points.
// For instance, if minScrapeInterval=10, the following time series:
// 10 15 19 25 30 34 41
// Would be unexpectedly converted to:
// Would be unexpectedly converted to if using 100% of minScrapeInterval:
// 10 25 41
// When dividing minScrapeInterval by 2, it will be converted to the expected:
// When using 7/8 of minScrapeInterval, it will be converted to the expected:
// 10 19 30 41
return minScrapeInterval.Milliseconds() / 2
return (minScrapeInterval.Milliseconds() / 8) * 7
}
// DeduplicateSamples removes samples from src* if they are closer to each other than minScrapeInterval.