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app/vmselect/promql: drop staleness marks before calling rollupConfig.Do
This allows dropping staleness marks only once and then calculate multiple rollup functions on the result. Updates https://github.com/VictoriaMetrics/VictoriaMetrics/issues/1526
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@ -11,6 +11,7 @@ import (
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"github.com/VictoriaMetrics/VictoriaMetrics/lib/auth"
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"github.com/VictoriaMetrics/VictoriaMetrics/lib/auth"
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"github.com/VictoriaMetrics/VictoriaMetrics/lib/bytesutil"
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"github.com/VictoriaMetrics/VictoriaMetrics/lib/bytesutil"
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"github.com/VictoriaMetrics/VictoriaMetrics/lib/cgroup"
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"github.com/VictoriaMetrics/VictoriaMetrics/lib/cgroup"
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"github.com/VictoriaMetrics/VictoriaMetrics/lib/decimal"
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"github.com/VictoriaMetrics/VictoriaMetrics/lib/logger"
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"github.com/VictoriaMetrics/VictoriaMetrics/lib/logger"
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"github.com/VictoriaMetrics/VictoriaMetrics/lib/memory"
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"github.com/VictoriaMetrics/VictoriaMetrics/lib/memory"
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"github.com/VictoriaMetrics/VictoriaMetrics/lib/storage"
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"github.com/VictoriaMetrics/VictoriaMetrics/lib/storage"
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@ -785,6 +786,10 @@ func getRollupMemoryLimiter() *memoryLimiter {
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func evalRollupWithIncrementalAggregate(name string, iafc *incrementalAggrFuncContext, rss *netstorage.Results, rcs []*rollupConfig,
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func evalRollupWithIncrementalAggregate(name string, iafc *incrementalAggrFuncContext, rss *netstorage.Results, rcs []*rollupConfig,
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preFunc func(values []float64, timestamps []int64), sharedTimestamps []int64, removeMetricGroup bool) ([]*timeseries, error) {
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preFunc func(values []float64, timestamps []int64), sharedTimestamps []int64, removeMetricGroup bool) ([]*timeseries, error) {
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err := rss.RunParallel(func(rs *netstorage.Result, workerID uint) error {
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err := rss.RunParallel(func(rs *netstorage.Result, workerID uint) error {
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if name != "default_rollup" {
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// Remove Prometheus staleness marks, so non-default rollup functions don't hit NaN values.
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rs.Values, rs.Timestamps = dropStaleNaNs(rs.Values, rs.Timestamps)
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}
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preFunc(rs.Values, rs.Timestamps)
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preFunc(rs.Values, rs.Timestamps)
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ts := getTimeseries()
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ts := getTimeseries()
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defer putTimeseries(ts)
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defer putTimeseries(ts)
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@ -818,6 +823,10 @@ func evalRollupNoIncrementalAggregate(name string, rss *netstorage.Results, rcs
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tss := make([]*timeseries, 0, rss.Len()*len(rcs))
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tss := make([]*timeseries, 0, rss.Len()*len(rcs))
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var tssLock sync.Mutex
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var tssLock sync.Mutex
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err := rss.RunParallel(func(rs *netstorage.Result, workerID uint) error {
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err := rss.RunParallel(func(rs *netstorage.Result, workerID uint) error {
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if name != "default_rollup" {
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// Remove Prometheus staleness marks, so non-default rollup functions don't hit NaN values.
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rs.Values, rs.Timestamps = dropStaleNaNs(rs.Values, rs.Timestamps)
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}
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preFunc(rs.Values, rs.Timestamps)
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preFunc(rs.Values, rs.Timestamps)
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for _, rc := range rcs {
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for _, rc := range rcs {
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if tsm := newTimeseriesMap(name, sharedTimestamps, &rs.MetricName); tsm != nil {
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if tsm := newTimeseriesMap(name, sharedTimestamps, &rs.MetricName); tsm != nil {
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@ -915,3 +924,28 @@ func toTagFilter(dst *storage.TagFilter, src *metricsql.LabelFilter) {
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dst.IsRegexp = src.IsRegexp
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dst.IsRegexp = src.IsRegexp
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dst.IsNegative = src.IsNegative
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dst.IsNegative = src.IsNegative
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}
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}
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func dropStaleNaNs(values []float64, timestamps []int64) ([]float64, []int64) {
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hasStaleSamples := false
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for _, v := range values {
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if decimal.IsStaleNaN(v) {
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hasStaleSamples = true
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break
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}
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}
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if !hasStaleSamples {
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// Fast path: values have no Prometheus staleness marks.
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return values, timestamps
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}
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// Slow path: drop Prometheus staleness marks from values.
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dstValues := values[:0]
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dstTimestamps := timestamps[:0]
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for i, v := range values {
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if decimal.IsStaleNaN(v) {
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continue
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}
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dstValues = append(dstValues, v)
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dstTimestamps = append(dstTimestamps, timestamps[i])
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}
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return dstValues, dstTimestamps
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}
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@ -271,16 +271,16 @@ func getRollupConfigs(name string, rf rollupFunc, expr metricsql.Expr, start, en
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}
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}
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newRollupConfig := func(rf rollupFunc, tagValue string) *rollupConfig {
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newRollupConfig := func(rf rollupFunc, tagValue string) *rollupConfig {
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return &rollupConfig{
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return &rollupConfig{
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TagValue: tagValue,
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TagValue: tagValue,
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Func: rf,
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Func: rf,
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Start: start,
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Start: start,
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End: end,
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End: end,
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Step: step,
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Step: step,
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Window: window,
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Window: window,
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MayAdjustWindow: !rollupFuncsCannotAdjustWindow[name],
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MayAdjustWindow: !rollupFuncsCannotAdjustWindow[name],
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CanDropStalePoints: name == "default_rollup",
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LookbackDelta: lookbackDelta,
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LookbackDelta: lookbackDelta,
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Timestamps: sharedTimestamps,
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Timestamps: sharedTimestamps,
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isDefaultRollup: name == "default_rollup",
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}
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}
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}
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}
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appendRollupConfigs := func(dst []*rollupConfig) []*rollupConfig {
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appendRollupConfigs := func(dst []*rollupConfig) []*rollupConfig {
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@ -402,15 +402,13 @@ type rollupConfig struct {
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// when using window smaller than 2 x scrape_interval.
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// when using window smaller than 2 x scrape_interval.
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MayAdjustWindow bool
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MayAdjustWindow bool
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// Whether points after Prometheus stale marks can be dropped during rollup calculations.
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// Stale points can be dropped only if `default_rollup()` function is used.
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// See https://github.com/VictoriaMetrics/VictoriaMetrics/issues/1526 .
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CanDropStalePoints bool
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Timestamps []int64
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Timestamps []int64
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// LoookbackDelta is the analog to `-query.lookback-delta` from Prometheus world.
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// LoookbackDelta is the analog to `-query.lookback-delta` from Prometheus world.
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LookbackDelta int64
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LookbackDelta int64
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// Whether default_rollup is used.
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isDefaultRollup bool
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}
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}
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var (
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var (
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@ -506,10 +504,6 @@ func (rc *rollupConfig) doInternal(dstValues []float64, tsm *timeseriesMap, valu
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// Extend dstValues in order to remove mallocs below.
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// Extend dstValues in order to remove mallocs below.
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dstValues = decimal.ExtendFloat64sCapacity(dstValues, len(rc.Timestamps))
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dstValues = decimal.ExtendFloat64sCapacity(dstValues, len(rc.Timestamps))
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if !rc.CanDropStalePoints {
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// Remove Prometheus staleness marks from values, so rollup functions don't hit NaN values.
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values, timestamps = dropStaleNaNs(values, timestamps)
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}
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scrapeInterval := getScrapeInterval(timestamps)
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scrapeInterval := getScrapeInterval(timestamps)
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maxPrevInterval := getMaxPrevInterval(scrapeInterval)
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maxPrevInterval := getMaxPrevInterval(scrapeInterval)
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if rc.LookbackDelta > 0 && maxPrevInterval > rc.LookbackDelta {
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if rc.LookbackDelta > 0 && maxPrevInterval > rc.LookbackDelta {
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@ -523,7 +517,7 @@ func (rc *rollupConfig) doInternal(dstValues []float64, tsm *timeseriesMap, valu
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window := rc.Window
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window := rc.Window
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if window <= 0 {
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if window <= 0 {
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window = rc.Step
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window = rc.Step
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if rc.CanDropStalePoints && rc.LookbackDelta > 0 && window > rc.LookbackDelta {
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if rc.isDefaultRollup && rc.LookbackDelta > 0 && window > rc.LookbackDelta {
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// Implicit window exceeds -search.maxStalenessInterval, so limit it to -search.maxStalenessInterval
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// Implicit window exceeds -search.maxStalenessInterval, so limit it to -search.maxStalenessInterval
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// according to https://github.com/VictoriaMetrics/VictoriaMetrics/issues/784
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// according to https://github.com/VictoriaMetrics/VictoriaMetrics/issues/784
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window = rc.LookbackDelta
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window = rc.LookbackDelta
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@ -580,31 +574,6 @@ func (rc *rollupConfig) doInternal(dstValues []float64, tsm *timeseriesMap, valu
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return dstValues
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return dstValues
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}
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}
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func dropStaleNaNs(values []float64, timestamps []int64) ([]float64, []int64) {
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hasStaleSamples := false
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for _, v := range values {
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if decimal.IsStaleNaN(v) {
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hasStaleSamples = true
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break
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}
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}
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if !hasStaleSamples {
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// Fast path: values have noe Prometheus staleness marks.
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return values, timestamps
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}
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// Slow path: drop Prometheus staleness marks from values.
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dstValues := make([]float64, 0, len(values))
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dstTimestamps := make([]int64, 0, len(timestamps))
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for i, v := range values {
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if decimal.IsStaleNaN(v) {
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continue
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}
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dstValues = append(dstValues, v)
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dstTimestamps = append(dstTimestamps, timestamps[i])
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}
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return dstValues, dstTimestamps
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}
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func seekFirstTimestampIdxAfter(timestamps []int64, seekTimestamp int64, nHint int) int {
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func seekFirstTimestampIdxAfter(timestamps []int64, seekTimestamp int64, nHint int) int {
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if len(timestamps) == 0 || timestamps[0] > seekTimestamp {
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if len(timestamps) == 0 || timestamps[0] > seekTimestamp {
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return 0
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return 0
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