modify metrics collector so it uses standard gauges
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@ -31,8 +31,8 @@ type
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MetricsSummary* = Table[ptr SrcLoc, OverallMetrics]
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var
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perFutureMetrics: Table[uint, FutureMetrics]
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futureSummaryMetrics: MetricsSummary
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perFutureMetrics {.threadvar.}: Table[uint, FutureMetrics]
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futureSummaryMetrics {.threadvar.}: MetricsSummary
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proc getFutureSummaryMetrics*(): MetricsSummary {.gcsafe.} =
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## get a copy of the table of summary metrics for all futures.
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@ -8,83 +8,104 @@ import metrics
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when defined(metrics):
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type
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AsyncProfilerInfo* = ref object of Gauge
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AsyncProfilerInfo* = ref object of RootObj
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perfSampler: PerfSampler
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sampleInterval: int
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k: int
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PerfSampler = proc (): MetricsSummary {.raises: [].}
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ProfilerMetric = (SrcLoc, OverallMetrics)
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const locationLabels = ["proc", "file", "line"]
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# Per-proc Metrics
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declarePublicGauge(
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chronos_exec_time_total,
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"total time in which this proc actively occupied the event loop thread",
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labels = locationLabels,
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)
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declarePublicGauge(
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chronos_run_time_total,
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"chronos_exec_time_total of this proc plus of all its children (procs" &
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"that this proc called and awaited for)",
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labels = locationLabels,
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)
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declarePublicGauge(
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chronos_wall_time_total,
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"the amount of time elapsed from when the async proc was started to when" &
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"it completed",
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labels = locationLabels,
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)
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declarePublicGauge(
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chronos_call_count_total,
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"the total number of times this async proc was called and completed",
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labels = locationLabels,
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)
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# Per-proc Statistics
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declarePublicGauge(
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chronos_single_exec_time_max,
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"the maximum execution time for a single call of this proc",
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labels = locationLabels,
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)
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# Global Statistics
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declarePublicGauge(
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chronos_largest_exec_time_total,
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"the largest chronos_exec_time_total of all procs",
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)
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declarePublicGauge(
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chronos_largest_exec_time_max,
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"the largest chronos_single_exec_time_max of all procs",
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)
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proc newCollector*(
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AsyncProfilerInfo: typedesc,
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name: string,
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help: string,
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perfSampler: PerfSampler,
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k: int = 10,
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registry: Registry = defaultRegistry,
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): AsyncProfilerInfo =
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result = AsyncProfilerInfo.newCollector(
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name = name, help = help, registry = registry)
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result.perfSampler = perfSampler
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result.k = k
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proc metricValue(duration: timer.Duration):
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float64 = duration.nanoseconds.float64
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): AsyncProfilerInfo = AsyncProfilerInfo(perfSampler: perfSampler, k: k)
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proc collectSlowestProcs(
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self: AsyncProfilerInfo,
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profilerMetrics: seq[ProfilerMetric],
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prometheusMetrics: var Metrics,
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timestampMillis: int64,
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k: int,
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): void =
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const locationLabelsKeys = @["proc", "file", "line"]
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for (i, pair) in enumerate(profilerMetrics):
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if i == k:
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break
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let (location, metrics) = pair
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proc addLabeledMetric(name: string,
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value: timer.Duration,
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prometheusMetrics: var Metrics): void =
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let labelValues = @[
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let locationLabels = @[
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$(location.procedure),
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$(location.file),
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$(location.line),
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]
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var procMetrics = prometheusMetrics.mGetOrPut(labelValues, @[])
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chronos_exec_time_total.set(metrics.totalExecTime.nanoseconds,
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labelValues = locationLabels)
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procMetrics.add(
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Metric(
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name: name,
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value: value.metricValue(),
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labels: locationLabelsKeys,
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labelValues: labelValues,
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)
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)
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chronos_run_time_total.set(metrics.totalRunTime.nanoseconds,
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labelValues = locationLabels)
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# If you don't reassign, your modifications are simply lost due to nim's
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# weird var semantics.
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prometheusMetrics[labelValues] = procMetrics
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chronos_wall_time_total.set(metrics.totalWallTime.nanoseconds,
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labelValues = locationLabels)
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addLabeledMetric(
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"chronos_exec_time_total", metrics.totalExecTime, prometheusMetrics)
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addLabeledMetric(
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"chronos_run_time_total", metrics.totalRunTime, prometheusMetrics)
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addLabeledMetric(
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"chronos_wall_time_total", metrics.totalWallTime, prometheusMetrics)
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addLabeledMetric(
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"chronos_single_exec_time_max", metrics.maxSingleTime, prometheusMetrics)
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chronos_single_exec_time_max.set(metrics.maxSingleTime.nanoseconds,
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labelValues = locationLabels)
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chronos_call_count_total.set(metrics.count, labelValues = locationLabels)
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proc collectOutlierMetrics(
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self: AsyncProfilerInfo,
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profilerMetrics: seq[ProfilerMetric],
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prometheusMetrics: var Metrics,
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timestampMillis: int64,
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): void =
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## Adds summary metrics for the procs that have the highest exec time
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@ -100,24 +121,12 @@ when defined(metrics):
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if metric.totalExecTime > largestExecTime:
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largestExecTime = metric.totalExecTime
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prometheusMetrics[@[]].add(Metric(
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name: "chronos_largest_exec_time_total",
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value: largestExecTime.metricValue(),
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timestamp: timestampMillis,
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))
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chronos_largest_exec_time_total.set(largestExecTime.nanoseconds)
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chronos_largest_exec_time_max.set(largestMaxExecTime.nanoseconds)
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prometheusMetrics[@[]].add(Metric(
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name: "chronos_largest_exec_time_max",
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value: largestMaxExecTime.metricValue(),
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timestamp: timestampMillis,
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))
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method collect*(self: AsyncProfilerInfo): Metrics =
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proc collect*(self: AsyncProfilerInfo): void =
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let now = times.getTime().toMilliseconds()
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var prometheusMetrics = Metrics()
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prometheusMetrics[@[]] = newSeq[Metric]()
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var currentMetrics = self.
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perfSampler().
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pairs.
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@ -132,14 +141,25 @@ when defined(metrics):
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order = SortOrder.Descending
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)
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# otherwise the compiler keeps complaining of a phantom KeyError
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{.cast(raises:[]).}:
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self.collectOutlierMetrics(currentMetrics, prometheusMetrics, now)
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self.collectSlowestProcs(currentMetrics, prometheusMetrics, now, self.k)
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self.collectOutlierMetrics(currentMetrics, now)
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self.collectSlowestProcs(currentMetrics, now, self.k)
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prometheusMetrics
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proc resetMetric(gauge: Gauge): void =
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# We try to be as conservative as possible and not write directly to
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# internal state. We do need to read from it, though.
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for labelValues in gauge.metrics.keys:
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gauge.set(0.int64, labelValues = labelValues)
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var asyncProfilerInfo* {.global.} = AsyncProfilerInfo.newCollector(
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"async_profiler_info", "Async profiler info",
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perfSampler = getFutureSummaryMetrics
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)
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proc reset*(self: AsyncProfilerInfo): void =
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resetMetric(chronos_exec_time_total)
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resetMetric(chronos_run_time_total)
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resetMetric(chronos_wall_time_total)
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resetMetric(chronos_call_count_total)
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resetMetric(chronos_single_exec_time_max)
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resetMetric(chronos_largest_exec_time_total)
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resetMetric(chronos_largest_exec_time_max)
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proc run*(self: AsyncProfilerInfo) {.async.} =
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while true:
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self.collect()
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await sleepAsync(timer.milliseconds(self.sampleInterval))
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@ -6,7 +6,7 @@ import codex/utils/asyncprofiler
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import ../../helpers
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checksuite "asyncprofiler metrics collector":
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suite "asyncprofiler metrics collector":
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var locations = @[
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SrcLoc(procedure: "start", file: "discovery.nim", line: 174),
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@ -50,36 +50,28 @@ checksuite "asyncprofiler metrics collector":
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),
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}.toTable
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test "should keep track of basic worst-case exec time stats":
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var registry = newRegistry()
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var collector = AsyncProfilerInfo.newCollector(
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name = "profiling_metrics",
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help = "Metrics from the profiler",
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registry = registry,
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perfSampler = proc (): MetricsSummary = sample
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perfSampler = proc (): MetricsSummary = sample,
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k = 3,
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)
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check collector.valueByName("chronos_largest_exec_time_total") == 91660
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check collector.valueByName("chronos_largest_exec_time_max") == 81660
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setup:
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collector.reset()
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collector.collect()
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test "should keep track of basic worst-case exec time stats":
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check chronos_largest_exec_time_total.value == 91660
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check chronos_largest_exec_time_max.value == 81660
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test "should create labeled series for the k slowest procs in terms of totalExecTime":
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var registry = newRegistry()
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var collector = AsyncProfilerInfo.newCollector(
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name = "profiling_metrics",
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help = "Metrics from the profiler",
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registry = registry,
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k = 3,
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perfSampler = proc (): MetricsSummary = sample
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)
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check collector.valueByName("chronos_exec_time_total",
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check chronos_exec_time_total.value(
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labelValues = @["start", "discovery.nim", "192"]) == 91660
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check collector.valueByName("chronos_exec_time_total",
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check chronos_exec_time_total.value(
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labelValues = @["start", "discovery.nim", "174"]) == 90062
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check collector.valueByName("chronos_exec_time_total",
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check chronos_exec_time_total.value(
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labelValues = @["update", "sqliteds.nim", "107"]) == 60645
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# This is out of the top-k slowest, so should not have been recorded.
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expect system.KeyError:
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discard collector.valueByName("chronos_exec_time_total",
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discard chronos_exec_time_total.value(
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labelValues = @["query", "manager.nim", "323"])
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