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lib/promscrape: reduce memory usage if -promscrape.noStaleMarkers command-line flag is passed
Do not store in memory the response from the last scrape per each target if -promscrape.noStaleMarkers option is enabled. This should reduce memory usage when the scraped targets return large responses.
This commit is contained in:
Aliaksandr Valialkin
parent
43a7984cd8
commit
2876137c92
@ -1723,7 +1723,7 @@ Pass `-help` to VictoriaMetrics in order to see the list of supported command-li
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The minimum target response size for automatic switching to stream parsing mode, which can reduce memory usage. See https://docs.victoriametrics.com/vmagent.html#stream-parsing-mode
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Supports the following optional suffixes for size values: KB, MB, GB, KiB, MiB, GiB (default 1000000)
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-promscrape.noStaleMarkers
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Whether to disable sending Prometheus stale markers for metrics when scrape target disappears. This option may reduce memory usage if stale markers aren't needed for your setup. See also https://docs.victoriametrics.com/vmagent.html#stream-parsing-mode
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Whether to disable sending Prometheus stale markers for metrics when scrape target disappears. This option may reduce memory usage if stale markers aren't needed for your setup. This option also disables populating the scrape_series_added metric. See https://prometheus.io/docs/concepts/jobs_instances/#automatically-generated-labels-and-time-series
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-promscrape.openstackSDCheckInterval duration
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Interval for checking for changes in openstack API server. This works only if openstack_sd_configs is configured in '-promscrape.config' file. See https://prometheus.io/docs/prometheus/latest/configuration/configuration/#openstack_sd_config for details (default 30s)
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-promscrape.seriesLimitPerTarget int
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@ -302,7 +302,7 @@ You can read more about relabeling in the following articles:
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* If the scrape target is removed from the list of targets, then stale markers are sent for all the metrics scraped from this target.
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* Stale markers are sent for all the scraped metrics on graceful shutdown of `vmagent`.
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Prometheus staleness markers aren't sent to `-remoteWrite.url` if `-promscrape.noStaleMarkers` command-line flag is set.
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Prometheus staleness markers' tracking needs additional memory, since it must store the previous response body per each scrape target in order to compare it to the current response body. The memory usage may be reduced by passing `-promscrape.noStaleMarkers` command-line flag to `vmagent`. This disables staleness tracking. This also disables tracking the number of new time series per each scrape with the auto-generated `scrape_series_added` metric. See [these docs](https://prometheus.io/docs/concepts/jobs_instances/#automatically-generated-labels-and-time-series) for details.
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## Stream parsing mode
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@ -451,7 +451,8 @@ It may be useful to perform `vmagent` rolling update without any scrape loss.
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as `vmagent` establishes at least a single TCP connection per target.
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* If `vmagent` uses too big amounts of memory, then the following options can help:
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* Enabling stream parsing. See [these docs](#stream-parsing-mode).
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* Disabling staleness tracking with `-promscrape.noStaleMarkers` option. See [these docs](#prometheus-staleness-markers).
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* Enabling stream parsing mode. See [these docs](#stream-parsing-mode).
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* Reducing the number of output queues with `-remoteWrite.queues` command-line option.
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* Reducing the amounts of RAM vmagent can use for in-memory buffering with `-memory.allowedPercent` or `-memory.allowedBytes` command-line option. Another option is to reduce memory limits in Docker and/or Kuberntes if `vmagent` runs under these systems.
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* Reducing the number of CPU cores vmagent can use by passing `GOMAXPROCS=N` environment variable to `vmagent`, where `N` is the desired limit on CPU cores. Another option is to reduce CPU limits in Docker or Kubernetes if `vmagent` runs under these systems.
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@ -862,7 +863,7 @@ See the docs at https://docs.victoriametrics.com/vmagent.html .
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The minimum target response size for automatic switching to stream parsing mode, which can reduce memory usage. See https://docs.victoriametrics.com/vmagent.html#stream-parsing-mode
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Supports the following optional suffixes for size values: KB, MB, GB, KiB, MiB, GiB (default 1000000)
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-promscrape.noStaleMarkers
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Whether to disable sending Prometheus stale markers for metrics when scrape target disappears. This option may reduce memory usage if stale markers aren't needed for your setup. See also https://docs.victoriametrics.com/vmagent.html#stream-parsing-mode
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Whether to disable sending Prometheus stale markers for metrics when scrape target disappears. This option may reduce memory usage if stale markers aren't needed for your setup. This option also disables populating the scrape_series_added metric. See https://prometheus.io/docs/concepts/jobs_instances/#automatically-generated-labels-and-time-series
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-promscrape.openstackSDCheckInterval duration
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Interval for checking for changes in openstack API server. This works only if openstack_sd_configs is configured in '-promscrape.config' file. See https://prometheus.io/docs/prometheus/latest/configuration/configuration/#openstack_sd_config for details (default 30s)
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-promscrape.seriesLimitPerTarget int
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@ -1723,7 +1723,7 @@ Pass `-help` to VictoriaMetrics in order to see the list of supported command-li
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The minimum target response size for automatic switching to stream parsing mode, which can reduce memory usage. See https://docs.victoriametrics.com/vmagent.html#stream-parsing-mode
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Supports the following optional suffixes for size values: KB, MB, GB, KiB, MiB, GiB (default 1000000)
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-promscrape.noStaleMarkers
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Whether to disable sending Prometheus stale markers for metrics when scrape target disappears. This option may reduce memory usage if stale markers aren't needed for your setup. See also https://docs.victoriametrics.com/vmagent.html#stream-parsing-mode
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Whether to disable sending Prometheus stale markers for metrics when scrape target disappears. This option may reduce memory usage if stale markers aren't needed for your setup. This option also disables populating the scrape_series_added metric. See https://prometheus.io/docs/concepts/jobs_instances/#automatically-generated-labels-and-time-series
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-promscrape.openstackSDCheckInterval duration
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Interval for checking for changes in openstack API server. This works only if openstack_sd_configs is configured in '-promscrape.config' file. See https://prometheus.io/docs/prometheus/latest/configuration/configuration/#openstack_sd_config for details (default 30s)
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-promscrape.seriesLimitPerTarget int
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@ -1727,7 +1727,7 @@ Pass `-help` to VictoriaMetrics in order to see the list of supported command-li
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The minimum target response size for automatic switching to stream parsing mode, which can reduce memory usage. See https://docs.victoriametrics.com/vmagent.html#stream-parsing-mode
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Supports the following optional suffixes for size values: KB, MB, GB, KiB, MiB, GiB (default 1000000)
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-promscrape.noStaleMarkers
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Whether to disable sending Prometheus stale markers for metrics when scrape target disappears. This option may reduce memory usage if stale markers aren't needed for your setup. See also https://docs.victoriametrics.com/vmagent.html#stream-parsing-mode
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Whether to disable sending Prometheus stale markers for metrics when scrape target disappears. This option may reduce memory usage if stale markers aren't needed for your setup. This option also disables populating the scrape_series_added metric. See https://prometheus.io/docs/concepts/jobs_instances/#automatically-generated-labels-and-time-series
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-promscrape.openstackSDCheckInterval duration
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Interval for checking for changes in openstack API server. This works only if openstack_sd_configs is configured in '-promscrape.config' file. See https://prometheus.io/docs/prometheus/latest/configuration/configuration/#openstack_sd_config for details (default 30s)
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-promscrape.seriesLimitPerTarget int
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@ -306,7 +306,7 @@ You can read more about relabeling in the following articles:
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* If the scrape target is removed from the list of targets, then stale markers are sent for all the metrics scraped from this target.
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* Stale markers are sent for all the scraped metrics on graceful shutdown of `vmagent`.
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Prometheus staleness markers aren't sent to `-remoteWrite.url` if `-promscrape.noStaleMarkers` command-line flag is set.
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Prometheus staleness markers' tracking needs additional memory, since it must store the previous response body per each scrape target in order to compare it to the current response body. The memory usage may be reduced by passing `-promscrape.noStaleMarkers` command-line flag to `vmagent`. This disables staleness tracking. This also disables tracking the number of new time series per each scrape with the auto-generated `scrape_series_added` metric. See [these docs](https://prometheus.io/docs/concepts/jobs_instances/#automatically-generated-labels-and-time-series) for details.
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## Stream parsing mode
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@ -455,7 +455,8 @@ It may be useful to perform `vmagent` rolling update without any scrape loss.
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as `vmagent` establishes at least a single TCP connection per target.
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* If `vmagent` uses too big amounts of memory, then the following options can help:
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* Enabling stream parsing. See [these docs](#stream-parsing-mode).
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* Disabling staleness tracking with `-promscrape.noStaleMarkers` option. See [these docs](#prometheus-staleness-markers).
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* Enabling stream parsing mode. See [these docs](#stream-parsing-mode).
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* Reducing the number of output queues with `-remoteWrite.queues` command-line option.
|
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* Reducing the amounts of RAM vmagent can use for in-memory buffering with `-memory.allowedPercent` or `-memory.allowedBytes` command-line option. Another option is to reduce memory limits in Docker and/or Kuberntes if `vmagent` runs under these systems.
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* Reducing the number of CPU cores vmagent can use by passing `GOMAXPROCS=N` environment variable to `vmagent`, where `N` is the desired limit on CPU cores. Another option is to reduce CPU limits in Docker or Kubernetes if `vmagent` runs under these systems.
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@ -866,7 +867,7 @@ See the docs at https://docs.victoriametrics.com/vmagent.html .
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The minimum target response size for automatic switching to stream parsing mode, which can reduce memory usage. See https://docs.victoriametrics.com/vmagent.html#stream-parsing-mode
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Supports the following optional suffixes for size values: KB, MB, GB, KiB, MiB, GiB (default 1000000)
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-promscrape.noStaleMarkers
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Whether to disable sending Prometheus stale markers for metrics when scrape target disappears. This option may reduce memory usage if stale markers aren't needed for your setup. See also https://docs.victoriametrics.com/vmagent.html#stream-parsing-mode
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Whether to disable sending Prometheus stale markers for metrics when scrape target disappears. This option may reduce memory usage if stale markers aren't needed for your setup. This option also disables populating the scrape_series_added metric. See https://prometheus.io/docs/concepts/jobs_instances/#automatically-generated-labels-and-time-series
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-promscrape.openstackSDCheckInterval duration
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Interval for checking for changes in openstack API server. This works only if openstack_sd_configs is configured in '-promscrape.config' file. See https://prometheus.io/docs/prometheus/latest/configuration/configuration/#openstack_sd_config for details (default 30s)
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-promscrape.seriesLimitPerTarget int
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@ -30,7 +30,7 @@ import (
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var (
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suppressScrapeErrors = flag.Bool("promscrape.suppressScrapeErrors", false, "Whether to suppress scrape errors logging. "+
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"The last error for each target is always available at '/targets' page even if scrape errors logging is suppressed")
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noStaleMarkers = flag.Bool("promscrape.noStaleMarkers", false, "Whether to disable sending Prometheus stale markers for metrics when scrape target disappears. This option may reduce memory usage if stale markers aren't needed for your setup. See also https://docs.victoriametrics.com/vmagent.html#stream-parsing-mode")
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noStaleMarkers = flag.Bool("promscrape.noStaleMarkers", false, "Whether to disable sending Prometheus stale markers for metrics when scrape target disappears. This option may reduce memory usage if stale markers aren't needed for your setup. This option also disables populating the scrape_series_added metric. See https://prometheus.io/docs/concepts/jobs_instances/#automatically-generated-labels-and-time-series")
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seriesLimitPerTarget = flag.Int("promscrape.seriesLimitPerTarget", 0, "Optional limit on the number of unique time series a single scrape target can expose. See https://docs.victoriametrics.com/vmagent.html#cardinality-limiter for more info")
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minResponseSizeForStreamParse = flagutil.NewBytes("promscrape.minResponseSizeForStreamParse", 1e6, "The minimum target response size for automatic switching to stream parsing mode, which can reduce memory usage. See https://docs.victoriametrics.com/vmagent.html#stream-parsing-mode")
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)
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@ -211,6 +211,8 @@ type scrapeWork struct {
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prevLabelsLen int
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// lastScrape holds the last response from scrape target.
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// It is used for staleness tracking and for populating scrape_series_added metric.
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// The lastScrape isn't populated if -promscrape.noStaleMarkers is set. This reduces memory usage.
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lastScrape []byte
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// lastScrapeCompressed is used for storing the compressed lastScrape between scrapes
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@ -219,16 +221,15 @@ type scrapeWork struct {
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lastScrapeCompressed []byte
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}
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func (sw *scrapeWork) loadLastScrape() {
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if len(sw.lastScrapeCompressed) == 0 {
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// The lastScrape is already stored in sw.lastScrape
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return
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}
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func (sw *scrapeWork) loadLastScrape() string {
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if len(sw.lastScrapeCompressed) > 0 {
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b, err := encoding.DecompressZSTD(sw.lastScrape[:0], sw.lastScrapeCompressed)
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if err != nil {
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logger.Panicf("BUG: cannot unpack compressed previous response: %s", err)
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}
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sw.lastScrape = b
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}
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return bytesutil.ToUnsafeString(sw.lastScrape)
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}
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func (sw *scrapeWork) storeLastScrape(lastScrape []byte) {
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@ -303,7 +304,8 @@ func (sw *scrapeWork) run(stopCh <-chan struct{}) {
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select {
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case <-stopCh:
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t := time.Now().UnixNano() / 1e6
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sw.sendStaleSeries("", t, true)
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lastScrape := sw.loadLastScrape()
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sw.sendStaleSeries(lastScrape, "", t, true)
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if sw.seriesLimiter != nil {
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job := sw.Config.Job()
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metrics.UnregisterMetric(fmt.Sprintf(`promscrape_series_limit_rows_dropped_total{scrape_job_original=%q,scrape_job=%q,scrape_target=%q}`,
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@ -375,10 +377,9 @@ func (sw *scrapeWork) scrapeInternal(scrapeTimestamp, realTimestamp int64) error
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scrapeResponseSize.Update(float64(len(body.B)))
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up := 1
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wc := writeRequestCtxPool.Get(sw.prevLabelsLen)
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sw.loadLastScrape()
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lastScrape := sw.loadLastScrape()
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bodyString := bytesutil.ToUnsafeString(body.B)
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lastScrape := bytesutil.ToUnsafeString(sw.lastScrape)
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areIdenticalSeries := parser.AreIdenticalSeriesFast(lastScrape, bodyString)
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areIdenticalSeries := *noStaleMarkers || parser.AreIdenticalSeriesFast(lastScrape, bodyString)
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if err != nil {
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up = 0
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scrapesFailed.Inc()
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@ -407,7 +408,7 @@ func (sw *scrapeWork) scrapeInternal(scrapeTimestamp, realTimestamp int64) error
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// The returned value for seriesAdded may be bigger than the real number of added series
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// if some series were removed during relabeling.
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// This is a trade-off between performance and accuracy.
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seriesAdded = sw.getSeriesAdded(bodyString)
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seriesAdded = sw.getSeriesAdded(lastScrape, bodyString)
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}
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if sw.seriesLimitExceeded || !areIdenticalSeries {
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if sw.applySeriesLimit(wc) {
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@ -432,7 +433,7 @@ func (sw *scrapeWork) scrapeInternal(scrapeTimestamp, realTimestamp int64) error
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}
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// body must be released only after wc is released, since wc refers to body.
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if !areIdenticalSeries {
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sw.sendStaleSeries(bodyString, scrapeTimestamp, false)
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sw.sendStaleSeries(lastScrape, bodyString, scrapeTimestamp, false)
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sw.storeLastScrape(body.B)
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}
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sw.finalizeLastScrape()
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@ -498,10 +499,9 @@ func (sw *scrapeWork) scrapeStream(scrapeTimestamp, realTimestamp int64) error {
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}, sw.logError)
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sr.MustClose()
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}
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sw.loadLastScrape()
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lastScrape := sw.loadLastScrape()
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bodyString := bytesutil.ToUnsafeString(sbr.body)
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lastScrape := bytesutil.ToUnsafeString(sw.lastScrape)
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areIdenticalSeries := parser.AreIdenticalSeriesFast(lastScrape, bodyString)
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areIdenticalSeries := *noStaleMarkers || parser.AreIdenticalSeriesFast(lastScrape, bodyString)
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scrapedSamples.Update(float64(samplesScraped))
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endTimestamp := time.Now().UnixNano() / 1e6
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@ -520,7 +520,7 @@ func (sw *scrapeWork) scrapeStream(scrapeTimestamp, realTimestamp int64) error {
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// The returned value for seriesAdded may be bigger than the real number of added series
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// if some series were removed during relabeling.
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// This is a trade-off between performance and accuracy.
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seriesAdded = sw.getSeriesAdded(bodyString)
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seriesAdded = sw.getSeriesAdded(lastScrape, bodyString)
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}
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sw.addAutoTimeseries(wc, "up", float64(up), scrapeTimestamp)
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sw.addAutoTimeseries(wc, "scrape_duration_seconds", duration, scrapeTimestamp)
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@ -534,7 +534,7 @@ func (sw *scrapeWork) scrapeStream(scrapeTimestamp, realTimestamp int64) error {
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wc.reset()
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writeRequestCtxPool.Put(wc)
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if !areIdenticalSeries {
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sw.sendStaleSeries(bodyString, scrapeTimestamp, false)
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sw.sendStaleSeries(lastScrape, bodyString, scrapeTimestamp, false)
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sw.storeLastScrape(sbr.body)
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}
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sw.finalizeLastScrape()
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@ -610,11 +610,10 @@ func (wc *writeRequestCtx) resetNoRows() {
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var writeRequestCtxPool leveledWriteRequestCtxPool
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func (sw *scrapeWork) getSeriesAdded(currScrape string) int {
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func (sw *scrapeWork) getSeriesAdded(lastScrape, currScrape string) int {
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if currScrape == "" {
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return 0
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}
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lastScrape := bytesutil.ToUnsafeString(sw.lastScrape)
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bodyString := parser.GetRowsDiff(currScrape, lastScrape)
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return strings.Count(bodyString, "\n")
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}
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@ -659,11 +658,10 @@ func (sw *scrapeWork) applySeriesLimit(wc *writeRequestCtx) bool {
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return limitExceeded
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}
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func (sw *scrapeWork) sendStaleSeries(currScrape string, timestamp int64, addAutoSeries bool) {
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func (sw *scrapeWork) sendStaleSeries(lastScrape, currScrape string, timestamp int64, addAutoSeries bool) {
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if *noStaleMarkers {
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return
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}
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lastScrape := bytesutil.ToUnsafeString(sw.lastScrape)
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bodyString := lastScrape
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if currScrape != "" {
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bodyString = parser.GetRowsDiff(lastScrape, currScrape)
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