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Original file line number Diff line number Diff line change
Expand Up @@ -43,6 +43,7 @@ private[spark] class PrometheusServlet(
extends Sink {

val SERVLET_KEY_PATH = "path"
val DRIVER_SUBSTRING = ".driver."

val servletPath = property.getProperty(SERVLET_KEY_PATH)

Expand All @@ -56,71 +57,84 @@ private[spark] class PrometheusServlet(
def getMetricsSnapshot(request: HttpServletRequest): String = {
import scala.collection.JavaConverters._

val guagesLabel = """{type="gauges"}"""
val countersLabel = """{type="counters"}"""
val metersLabel = countersLabel
val histogramslabels = """{type="histograms"}"""
val timersLabels = """{type="timers"}"""
def gaugesLabel(applicationId: String) =
s"""{application_id="${applicationId}", type="gauges"}"""
def countersLabel(applicationId: String) =
s"""{application_id="${applicationId}", type="counters"}"""
def metersLabel(applicationId: String) = countersLabel(applicationId)
def histogramslabels(applicationId: String) =
s"""{application_id="${applicationId}", type="histograms"}"""
def timersLabels(applicationId: String) =
s"""{application_id="${applicationId}", type="timers"}"""

val sb = new StringBuilder()
registry.getGauges.asScala.foreach { case (k, v) =>
if (!v.getValue.isInstanceOf[String]) {
sb.append(s"${normalizeKey(k)}Number$guagesLabel ${v.getValue}\n")
sb.append(s"${normalizeKey(k)}Value$guagesLabel ${v.getValue}\n")
val (applicationId, prefix) = normalizeKey(k)
val label = gaugesLabel(applicationId)
sb.append(s"${prefix}Number$label ${v.getValue}\n")
sb.append(s"${prefix}Value$label ${v.getValue}\n")
}
}
registry.getCounters.asScala.foreach { case (k, v) =>
sb.append(s"${normalizeKey(k)}Count$countersLabel ${v.getCount}\n")
val (applicationId, prefix) = normalizeKey(k)
val label = countersLabel(applicationId)
sb.append(s"${prefix}Count$label ${v.getCount}\n")
}
registry.getHistograms.asScala.foreach { case (k, h) =>
val snapshot = h.getSnapshot
val prefix = normalizeKey(k)
sb.append(s"${prefix}Count$histogramslabels ${h.getCount}\n")
sb.append(s"${prefix}Max$histogramslabels ${snapshot.getMax}\n")
sb.append(s"${prefix}Mean$histogramslabels ${snapshot.getMean}\n")
sb.append(s"${prefix}Min$histogramslabels ${snapshot.getMin}\n")
sb.append(s"${prefix}50thPercentile$histogramslabels ${snapshot.getMedian}\n")
sb.append(s"${prefix}75thPercentile$histogramslabels ${snapshot.get75thPercentile}\n")
sb.append(s"${prefix}95thPercentile$histogramslabels ${snapshot.get95thPercentile}\n")
sb.append(s"${prefix}98thPercentile$histogramslabels ${snapshot.get98thPercentile}\n")
sb.append(s"${prefix}99thPercentile$histogramslabels ${snapshot.get99thPercentile}\n")
sb.append(s"${prefix}999thPercentile$histogramslabels ${snapshot.get999thPercentile}\n")
sb.append(s"${prefix}StdDev$histogramslabels ${snapshot.getStdDev}\n")
val (applicationId, prefix) = normalizeKey(k)
val label = histogramslabels(applicationId)
sb.append(s"${prefix}Count$label ${h.getCount}\n")
sb.append(s"${prefix}Max$label ${snapshot.getMax}\n")
sb.append(s"${prefix}Mean$label ${snapshot.getMean}\n")
sb.append(s"${prefix}Min$label ${snapshot.getMin}\n")
sb.append(s"${prefix}50thPercentile$label ${snapshot.getMedian}\n")
sb.append(s"${prefix}75thPercentile$label ${snapshot.get75thPercentile}\n")
sb.append(s"${prefix}95thPercentile$label ${snapshot.get95thPercentile}\n")
sb.append(s"${prefix}98thPercentile$label ${snapshot.get98thPercentile}\n")
sb.append(s"${prefix}99thPercentile$label ${snapshot.get99thPercentile}\n")
sb.append(s"${prefix}999thPercentile$label ${snapshot.get999thPercentile}\n")
sb.append(s"${prefix}StdDev$label ${snapshot.getStdDev}\n")
}
registry.getMeters.entrySet.iterator.asScala.foreach { kv =>
val prefix = normalizeKey(kv.getKey)
val (applicationId, prefix) = normalizeKey(kv.getKey)
val label = metersLabel(applicationId)
val meter = kv.getValue
sb.append(s"${prefix}Count$metersLabel ${meter.getCount}\n")
sb.append(s"${prefix}MeanRate$metersLabel ${meter.getMeanRate}\n")
sb.append(s"${prefix}OneMinuteRate$metersLabel ${meter.getOneMinuteRate}\n")
sb.append(s"${prefix}FiveMinuteRate$metersLabel ${meter.getFiveMinuteRate}\n")
sb.append(s"${prefix}FifteenMinuteRate$metersLabel ${meter.getFifteenMinuteRate}\n")
sb.append(s"${prefix}Count$label ${meter.getCount}\n")
sb.append(s"${prefix}MeanRate$label ${meter.getMeanRate}\n")
sb.append(s"${prefix}OneMinuteRate$label ${meter.getOneMinuteRate}\n")
sb.append(s"${prefix}FiveMinuteRate$label ${meter.getFiveMinuteRate}\n")
sb.append(s"${prefix}FifteenMinuteRate$label ${meter.getFifteenMinuteRate}\n")
}
registry.getTimers.entrySet.iterator.asScala.foreach { kv =>
val prefix = normalizeKey(kv.getKey)
val (applicationId, prefix) = normalizeKey(kv.getKey)
val label = timersLabels(applicationId)
val timer = kv.getValue
val snapshot = timer.getSnapshot
sb.append(s"${prefix}Count$timersLabels ${timer.getCount}\n")
sb.append(s"${prefix}Max$timersLabels ${snapshot.getMax}\n")
sb.append(s"${prefix}Mean$timersLabels ${snapshot.getMax}\n")
sb.append(s"${prefix}Min$timersLabels ${snapshot.getMin}\n")
sb.append(s"${prefix}50thPercentile$timersLabels ${snapshot.getMedian}\n")
sb.append(s"${prefix}75thPercentile$timersLabels ${snapshot.get75thPercentile}\n")
sb.append(s"${prefix}95thPercentile$timersLabels ${snapshot.get95thPercentile}\n")
sb.append(s"${prefix}98thPercentile$timersLabels ${snapshot.get98thPercentile}\n")
sb.append(s"${prefix}99thPercentile$timersLabels ${snapshot.get99thPercentile}\n")
sb.append(s"${prefix}999thPercentile$timersLabels ${snapshot.get999thPercentile}\n")
sb.append(s"${prefix}StdDev$timersLabels ${snapshot.getStdDev}\n")
sb.append(s"${prefix}FifteenMinuteRate$timersLabels ${timer.getFifteenMinuteRate}\n")
sb.append(s"${prefix}FiveMinuteRate$timersLabels ${timer.getFiveMinuteRate}\n")
sb.append(s"${prefix}OneMinuteRate$timersLabels ${timer.getOneMinuteRate}\n")
sb.append(s"${prefix}MeanRate$timersLabels ${timer.getMeanRate}\n")
sb.append(s"${prefix}Count$label ${timer.getCount}\n")
sb.append(s"${prefix}Max$label ${snapshot.getMax}\n")
sb.append(s"${prefix}Mean$label ${snapshot.getMax}\n")
sb.append(s"${prefix}Min$label ${snapshot.getMin}\n")
sb.append(s"${prefix}50thPercentile$label ${snapshot.getMedian}\n")
sb.append(s"${prefix}75thPercentile$label ${snapshot.get75thPercentile}\n")
sb.append(s"${prefix}95thPercentile$label ${snapshot.get95thPercentile}\n")
sb.append(s"${prefix}98thPercentile$label ${snapshot.get98thPercentile}\n")
sb.append(s"${prefix}99thPercentile$label ${snapshot.get99thPercentile}\n")
sb.append(s"${prefix}999thPercentile$label ${snapshot.get999thPercentile}\n")
sb.append(s"${prefix}StdDev$label ${snapshot.getStdDev}\n")
sb.append(s"${prefix}FifteenMinuteRate$label ${timer.getFifteenMinuteRate}\n")
sb.append(s"${prefix}FiveMinuteRate$label ${timer.getFiveMinuteRate}\n")
sb.append(s"${prefix}OneMinuteRate$label ${timer.getOneMinuteRate}\n")
sb.append(s"${prefix}MeanRate$label ${timer.getMeanRate}\n")
}
sb.toString()
}

private def normalizeKey(key: String): String = {
s"metrics_${key.replaceAll("[^a-zA-Z0-9]", "_")}_"
private def normalizeKey(key: String): (String, String) = {
val applicationId = key.substring(0, key.indexOf(DRIVER_SUBSTRING))
val suffix = key.substring(key.indexOf(DRIVER_SUBSTRING), key.length)
(applicationId, s"metrics${suffix.replaceAll("[^a-zA-Z0-9]", "_")}_")
}

override def start(): Unit = { }
Expand Down
Original file line number Diff line number Diff line change
@@ -0,0 +1,64 @@
/*
* Licensed to the Apache Software Foundation (ASF) under one or more
* contributor license agreements. See the NOTICE file distributed with
* this work for additional information regarding copyright ownership.
* The ASF licenses this file to You under the Apache License, Version 2.0
* (the "License"); you may not use this file except in compliance with
* the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/

package org.apache.spark.metrics.sink

import java.util.Properties

import scala.collection.JavaConverters._
import com.codahale.metrics.{Gauge, MetricRegistry}
import org.apache.spark.{SecurityManager, SparkConf, SparkFunSuite}
import org.scalatest.PrivateMethodTester

class PrometheusServletSuite extends SparkFunSuite with PrivateMethodTester {
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test("PrometheusServletSuite default test") {
val props = new Properties
props.put("host", "127.0.0.1")
props.put("port", "12340")
val registry = new MetricRegistry
val securityMgr = new SecurityManager(new SparkConf(false))

val sink = new PrometheusServlet(props, registry, securityMgr)
val gauge = new Gauge[Double] {
override def getValue: Double = 1.23
}
sink.registry.register("gauge", gauge)
sink.registry.register("anothergauge", gauge)
sink.registry.register("streaminggauge", gauge)

val metricKeys = sink.registry.getGauges().keySet.asScala

assert(metricKeys.equals(Set("gauge", "anothergauge", "streaminggauge")),
"Should contain all metrics registered")
}

test("PrometheusServletSuite private function test") {
val key = "local-1592132938718.driver.LiveListenerBus.listenerProcessingTime.org.apache.spark.HeartbeatReceiver"
val props = new Properties
props.put("host", "127.0.0.1")
props.put("port", "12340")
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val registry = new MetricRegistry
val securityMgr = new SecurityManager(new SparkConf(false))

val sink = new PrometheusServlet(props, registry, securityMgr)
val (applicationId, suffix) = sink invokePrivate PrivateMethod[(String, String)]('normalizeKey)(key)
assert(applicationId == "local-1592132938718")
assert(suffix == "metrics_driver_LiveListenerBus_listenerProcessingTime_org_apache_spark_HeartbeatReceiver_")
}

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}