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= kamon-datadog: Add p99 metric
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@thyandrecardoso
thyandrecardoso committed Sep 9, 2024
1 parent 124e223 commit 832f6fc
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Showing 3 changed files with 110 additions and 46 deletions.
5 changes: 5 additions & 0 deletions reporters/kamon-datadog/src/main/resources/reference.conf
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Original file line number Diff line number Diff line change
Expand Up @@ -70,6 +70,11 @@ kamon {
# The log level in which to log failures to submit metrics.
failure-log-level = "error"

# For histograms, which percentiles to submit.
# Each value configured here will correspond to a different custom metric submitted to Datadog.
# Currently only applicable to the API reporter.
percentiles = [95.0]

# All time values are collected in nanoseconds,
# to scale before sending to datadog set "time-units" to "s" or "ms" or "µs".
# Value "n" is equivalent to omitting the setting
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27 changes: 18 additions & 9 deletions reporters/kamon-datadog/src/main/scala/kamon/datadog/DatadogAPIReporter.scala
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Original file line number Diff line number Diff line change
Expand Up @@ -21,18 +21,17 @@ import java.nio.charset.StandardCharsets
import java.text.{DecimalFormat, DecimalFormatSymbols}
import java.time.Duration
import java.util.Locale

import com.typesafe.config.Config
import kamon.metric.MeasurementUnit.Dimension.{Information, Time}
import kamon.metric.{MeasurementUnit, MetricSnapshot, PeriodSnapshot}
import kamon.tag.{Tag, TagSet}
import kamon.util.{EnvironmentTags, Filter}
import kamon.{module, Kamon}
import kamon.{Kamon, module}
import kamon.datadog.DatadogAPIReporter.Configuration
import kamon.module.{MetricReporter, ModuleFactory}
import org.slf4j.LoggerFactory
import org.slf4j.event.Level

import scala.collection.JavaConverters._
import scala.util.{Failure, Success}

class DatadogAPIReporterFactory extends ModuleFactory {
Expand Down Expand Up @@ -82,6 +81,12 @@ class DatadogAPIReporter(
val interval = Math.round(Duration.between(snapshot.from, snapshot.to).toMillis() / 1000d)
val seriesBuilder = new StringBuilder()

@inline
def doubleToPercentileString(double: Double) = {
if (double == double.toLong) f"${double.toLong}%d"
else f"$double%s"
}

def addDistribution(metric: MetricSnapshot.Distributions): Unit = {
val unit = metric.settings.unit
metric.instruments.foreach { d =>
Expand All @@ -91,12 +96,14 @@ class DatadogAPIReporter(
addMetric(metric.name + ".avg", valueFormat.format(scale(average, unit)), gauge, d.tags)
addMetric(metric.name + ".count", valueFormat.format(dist.count), count, d.tags)
addMetric(metric.name + ".median", valueFormat.format(scale(dist.percentile(50d).value, unit)), gauge, d.tags)
addMetric(
metric.name + ".95percentile",
valueFormat.format(scale(dist.percentile(95d).value, unit)),
gauge,
d.tags
)
configuration.percentiles.foreach { p =>
addMetric(
metric.name + s".${doubleToPercentileString(p)}percentile",
valueFormat.format(scale(dist.percentile(p).value, unit)),
gauge,
d.tags
)
}
addMetric(metric.name + ".max", valueFormat.format(scale(dist.max, unit)), gauge, d.tags)
addMetric(metric.name + ".min", valueFormat.format(scale(dist.min, unit)), gauge, d.tags)
}
Expand Down Expand Up @@ -164,6 +171,7 @@ private object DatadogAPIReporter {

case class Configuration(
httpConfig: Config,
percentiles: Set[Double],
timeUnit: MeasurementUnit,
informationUnit: MeasurementUnit,
extraTags: Seq[(String, String)],
Expand All @@ -187,6 +195,7 @@ private object DatadogAPIReporter {

Configuration(
datadogConfig.getConfig("api"),
percentiles = datadogConfig.getDoubleList("percentiles").asScala.toList.map(_.toDouble).toSet,
timeUnit = readTimeUnit(datadogConfig.getString("time-unit")),
informationUnit = readInformationUnit(datadogConfig.getString("information-unit")),
// Remove the "host" tag since it gets added to the datadog payload separately
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124 changes: 87 additions & 37 deletions reporters/kamon-datadog/src/test/scala/kamon/datadog/DatadogAPIReporterSpec.scala
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Original file line number Diff line number Diff line change
Expand Up @@ -22,6 +22,43 @@ class DatadogAPIReporterSpec extends AbstractHttpReporter with Matchers with Rec
new DatadogAPIReporterFactory().create(ModuleFactory.Settings(Kamon.config(), ExecutionContext.global))
val now = Instant.ofEpochMilli(1523395554)

val examplePeriodWithDistributions: PeriodSnapshot = {
val distributionExample = new Distribution {
override def dynamicRange: DynamicRange = ???
override def min: Long = 0
override def max: Long = 10
override def sum: Long = 100
override def count: Long = 5
override def percentile(rank: Double): Distribution.Percentile = new Percentile {
override def rank: Double = 0
override def value: Long = 0
override def countAtRank: Long = 0
}
override def percentiles: Seq[Distribution.Percentile] = ???
override def percentilesIterator: Iterator[Distribution.Percentile] = ???
override def buckets: Seq[Distribution.Bucket] = ???
override def bucketsIterator: Iterator[Distribution.Bucket] = ???
}
PeriodSnapshot.apply(
now.minusMillis(1000),
now,
Nil,
Nil,
Nil,
MetricSnapshot.ofDistributions(
"test.timer",
"test",
Metric.Settings.ForDistributionInstrument(
MeasurementUnit.none,
java.time.Duration.ZERO,
DynamicRange.Default
),
Instrument.Snapshot.apply(TagSet.Empty, distributionExample) :: Nil
) :: Nil,
Nil
)
}

"sends metrics - compressed" in {
val baseUrl = mockResponse("/test", new MockResponse().setStatus("HTTP/1.1 200 OK"))
applyConfig("kamon.datadog.api.api-url = \"" + baseUrl + "\"")
Expand Down Expand Up @@ -90,50 +127,38 @@ class DatadogAPIReporterSpec extends AbstractHttpReporter with Matchers with Rec

}

"send timer metrics" in {
"send timer metrics with the p95 percentile by default" in {
val baseUrl = mockResponse("/test", new MockResponse().setStatus("HTTP/1.1 200 OK"))
applyConfig("kamon.datadog.api.api-url = \"" + baseUrl + "\"")
applyConfig("kamon.datadog.api.api-key = \"dummy\"")
applyConfig("kamon.datadog.api.compression = false")
reporter.reconfigure(Kamon.config())

val distribution = new Distribution {
override def dynamicRange: DynamicRange = ???
override def min: Long = 0
override def max: Long = 10
override def sum: Long = 100
override def count: Long = 5
override def percentile(rank: Double): Distribution.Percentile = new Percentile {
override def rank: Double = 0
override def value: Long = 0
override def countAtRank: Long = 0
}
override def percentiles: Seq[Distribution.Percentile] = ???
override def percentilesIterator: Iterator[Distribution.Percentile] = ???
override def buckets: Seq[Distribution.Bucket] = ???
override def bucketsIterator: Iterator[Distribution.Bucket] = ???
}

reporter.reportPeriodSnapshot(
PeriodSnapshot.apply(
now.minusMillis(1000),
now,
Nil,
Nil,
Nil,
MetricSnapshot.ofDistributions(
"test.timer",
"test",
Metric.Settings.ForDistributionInstrument(
MeasurementUnit.none,
java.time.Duration.ZERO,
DynamicRange.Default
),
Instrument.Snapshot.apply(TagSet.Empty, distribution) :: Nil
) :: Nil,
Nil
reporter.reportPeriodSnapshot(examplePeriodWithDistributions)
val request = server.takeRequest()
request.getRequestUrl.toString shouldEqual baseUrl + "?api_key=dummy"
request.getMethod shouldEqual "POST"
Json.parse(request.getBody.readUtf8()) shouldEqual Json
.parse(
"""{"series":[
|{"metric":"test.timer.avg","interval":1,"points":[[1523394,20]],"type":"gauge","host":"test","tags":["env:staging","service:kamon-application"]},
|{"metric":"test.timer.count","interval":1,"points":[[1523394,5]],"type":"count","host":"test","tags":["env:staging","service:kamon-application"]},
|{"metric":"test.timer.median","interval":1,"points":[[1523394,0]],"type":"gauge","host":"test","tags":["env:staging","service:kamon-application"]},
|{"metric":"test.timer.95percentile","interval":1,"points":[[1523394,0]],"type":"gauge","host":"test","tags":["env:staging","service:kamon-application"]},
|{"metric":"test.timer.max","interval":1,"points":[[1523394,10]],"type":"gauge","host":"test","tags":["env:staging","service:kamon-application"]},
|{"metric":"test.timer.min","interval":1,"points":[[1523394,0]],"type":"gauge","host":"test","tags":["env:staging","service:kamon-application"]}]}""".stripMargin
)
)
}

"send timer metrics allowing configuration of percentiles to submit" in {
val baseUrl = mockResponse("/test", new MockResponse().setStatus("HTTP/1.1 200 OK"))
applyConfig("kamon.datadog.api.api-url = \"" + baseUrl + "\"")
applyConfig("kamon.datadog.api.api-key = \"dummy\"")
applyConfig("kamon.datadog.api.compression = false")
applyConfig("kamon.datadog.percentiles = [95.0, 99, 94.5]")
reporter.reconfigure(Kamon.config())

reporter.reportPeriodSnapshot(examplePeriodWithDistributions)
val request = server.takeRequest()
request.getRequestUrl.toString shouldEqual baseUrl + "?api_key=dummy"
request.getMethod shouldEqual "POST"
Expand All @@ -144,6 +169,31 @@ class DatadogAPIReporterSpec extends AbstractHttpReporter with Matchers with Rec
|{"metric":"test.timer.count","interval":1,"points":[[1523394,5]],"type":"count","host":"test","tags":["env:staging","service:kamon-application"]},
|{"metric":"test.timer.median","interval":1,"points":[[1523394,0]],"type":"gauge","host":"test","tags":["env:staging","service:kamon-application"]},
|{"metric":"test.timer.95percentile","interval":1,"points":[[1523394,0]],"type":"gauge","host":"test","tags":["env:staging","service:kamon-application"]},
|{"metric":"test.timer.99percentile","interval":1,"points":[[1523394,0]],"type":"gauge","host":"test","tags":["env:staging","service:kamon-application"]},
|{"metric":"test.timer.94.5percentile","interval":1,"points":[[1523394,0]],"type":"gauge","host":"test","tags":["env:staging","service:kamon-application"]},
|{"metric":"test.timer.max","interval":1,"points":[[1523394,10]],"type":"gauge","host":"test","tags":["env:staging","service:kamon-application"]},
|{"metric":"test.timer.min","interval":1,"points":[[1523394,0]],"type":"gauge","host":"test","tags":["env:staging","service:kamon-application"]}]}""".stripMargin
)
}

"send timer metrics without percentiles" in {
val baseUrl = mockResponse("/test", new MockResponse().setStatus("HTTP/1.1 200 OK"))
applyConfig("kamon.datadog.api.api-url = \"" + baseUrl + "\"")
applyConfig("kamon.datadog.api.api-key = \"dummy\"")
applyConfig("kamon.datadog.api.compression = false")
applyConfig("kamon.datadog.percentiles = []")
reporter.reconfigure(Kamon.config())

reporter.reportPeriodSnapshot(examplePeriodWithDistributions)
val request = server.takeRequest()
request.getRequestUrl.toString shouldEqual baseUrl + "?api_key=dummy"
request.getMethod shouldEqual "POST"
Json.parse(request.getBody.readUtf8()) shouldEqual Json
.parse(
"""{"series":[
|{"metric":"test.timer.avg","interval":1,"points":[[1523394,20]],"type":"gauge","host":"test","tags":["env:staging","service:kamon-application"]},
|{"metric":"test.timer.count","interval":1,"points":[[1523394,5]],"type":"count","host":"test","tags":["env:staging","service:kamon-application"]},
|{"metric":"test.timer.median","interval":1,"points":[[1523394,0]],"type":"gauge","host":"test","tags":["env:staging","service:kamon-application"]},
|{"metric":"test.timer.max","interval":1,"points":[[1523394,10]],"type":"gauge","host":"test","tags":["env:staging","service:kamon-application"]},
|{"metric":"test.timer.min","interval":1,"points":[[1523394,0]],"type":"gauge","host":"test","tags":["env:staging","service:kamon-application"]}]}""".stripMargin
)
Expand Down

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