package storage import ( "time" ) // SetMinScrapeIntervalForDeduplication sets the minimum interval for data points during de-duplication. // // De-duplication is disabled if interval is 0. // // This function must be called before initializing the storage. func SetMinScrapeIntervalForDeduplication(interval time.Duration) { minScrapeInterval = interval } var minScrapeInterval = time.Duration(0) func getMinDelta() int64 { // 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 if using 100% of minScrapeInterval: // 10 25 41 // When using 7/8 of minScrapeInterval, it will be converted to the expected: // 10 19 30 41 return (minScrapeInterval.Milliseconds() / 8) * 7 } // DeduplicateSamples removes samples from src* if they are closer to each other than minScrapeInterval. func DeduplicateSamples(srcTimestamps []int64, srcValues []float64) ([]int64, []float64) { if minScrapeInterval <= 0 { return srcTimestamps, srcValues } minDelta := getMinDelta() if !needsDedup(srcTimestamps, minDelta) { // Fast path - nothing to deduplicate return srcTimestamps, srcValues } // Slow path - dedup data points. prevTimestamp := srcTimestamps[0] dstTimestamps := srcTimestamps[:1] dstValues := srcValues[:1] for i := 1; i < len(srcTimestamps); i++ { ts := srcTimestamps[i] if ts-prevTimestamp < minDelta { continue } dstTimestamps = append(dstTimestamps, ts) dstValues = append(dstValues, srcValues[i]) prevTimestamp = ts } return dstTimestamps, dstValues } func deduplicateSamplesDuringMerge(srcTimestamps []int64, srcValues []int64) ([]int64, []int64) { if minScrapeInterval <= 0 { return srcTimestamps, srcValues } if len(srcTimestamps) < 32 { // Do not de-duplicate small number of samples during merge // in order to improve deduplication accuracy on later stages. return srcTimestamps, srcValues } minDelta := getMinDelta() if !needsDedup(srcTimestamps, minDelta) { // Fast path - nothing to deduplicate return srcTimestamps, srcValues } // Slow path - dedup data points. prevTimestamp := srcTimestamps[0] dstTimestamps := srcTimestamps[:1] dstValues := srcValues[:1] for i := 1; i < len(srcTimestamps); i++ { ts := srcTimestamps[i] if ts-prevTimestamp < minDelta { continue } dstTimestamps = append(dstTimestamps, ts) dstValues = append(dstValues, srcValues[i]) prevTimestamp = ts } return dstTimestamps, dstValues } func needsDedup(timestamps []int64, minDelta int64) bool { if len(timestamps) == 0 { return false } prevTimestamp := timestamps[0] for _, ts := range timestamps[1:] { if ts-prevTimestamp < minDelta { return true } prevTimestamp = ts } return false }