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diff --git a/mllib/src/main/scala/org/apache/spark/ml/tree/impl/TimeTracker.scala b/mllib/src/main/scala/org/apache/spark/ml/tree/impl/TimeTracker.scala
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+/*
+ * 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.ml.tree.impl
+
+import scala.collection.mutable.{HashMap => MutableHashMap}
+
+/**
+ * Time tracker implementation which holds labeled timers.
+ */
+private[spark] class TimeTracker extends Serializable {
+
+ private val starts: MutableHashMap[String, Long] = new MutableHashMap[String, Long]()
+
+ private val totals: MutableHashMap[String, Long] = new MutableHashMap[String, Long]()
+
+ /**
+ * Starts a new timer, or re-starts a stopped timer.
+ */
+ def start(timerLabel: String): Unit = {
+ val currentTime = System.nanoTime()
+ if (starts.contains(timerLabel)) {
+ throw new RuntimeException(s"TimeTracker.start(timerLabel) called again on" +
+ s" timerLabel = $timerLabel before that timer was stopped.")
+ }
+ starts(timerLabel) = currentTime
+ }
+
+ /**
+ * Stops a timer and returns the elapsed time in seconds.
+ */
+ def stop(timerLabel: String): Double = {
+ val currentTime = System.nanoTime()
+ if (!starts.contains(timerLabel)) {
+ throw new RuntimeException(s"TimeTracker.stop(timerLabel) called on" +
+ s" timerLabel = $timerLabel, but that timer was not started.")
+ }
+ val elapsed = currentTime - starts(timerLabel)
+ starts.remove(timerLabel)
+ if (totals.contains(timerLabel)) {
+ totals(timerLabel) += elapsed
+ } else {
+ totals(timerLabel) = elapsed
+ }
+ elapsed / 1e9
+ }
+
+ /**
+ * Print all timing results in seconds.
+ */
+ override def toString: String = {
+ totals.map { case (label, elapsed) =>
+ s" $label: ${elapsed / 1e9}"
+ }.mkString("\n")
+ }
+}