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-rw-r--r--test/benchmarks/src/main/scala/scala/BitManipulationBenchmark.scala170
-rw-r--r--test/benchmarks/src/main/scala/scala/collection/immutable/HashMapBenchmark.scala56
-rw-r--r--test/benchmarks/src/main/scala/scala/collection/immutable/ListBenchmark.scala10
-rw-r--r--test/benchmarks/src/main/scala/scala/collection/immutable/MapBenchmark.scala29
-rw-r--r--test/benchmarks/src/main/scala/scala/collection/immutable/SetBenchmark.scala29
-rw-r--r--test/benchmarks/src/main/scala/scala/collection/immutable/VectorMapBenchmark.scala32
-rw-r--r--test/benchmarks/src/main/scala/scala/collection/mutable/HashMapBenchmark.scala70
7 files changed, 390 insertions, 6 deletions
diff --git a/test/benchmarks/src/main/scala/scala/BitManipulationBenchmark.scala b/test/benchmarks/src/main/scala/scala/BitManipulationBenchmark.scala
new file mode 100644
index 0000000000..23e303ede0
--- /dev/null
+++ b/test/benchmarks/src/main/scala/scala/BitManipulationBenchmark.scala
@@ -0,0 +1,170 @@
+package scala.collection
+
+import org.openjdk.jmh.annotations._
+import org.openjdk.jmh.infra._
+import org.openjdk.jmh.runner.IterationType
+import benchmark._
+import java.util.concurrent.TimeUnit
+
+@BenchmarkMode(Array(Mode.AverageTime))
+@Fork(2)
+@Threads(1)
+@Warmup(iterations = 10)
+@Measurement(iterations = 10)
+@OutputTimeUnit(TimeUnit.NANOSECONDS)
+@State(Scope.Benchmark)
+class BitManipulationBenchmark {
+ val powersOfTwo = Array(1, 2, 4, 8, 16, 32, 64, 128, 256, 512, 1024, 2048, 4096, 8192, 16384, 32768, 65536, 131072, 262144, 524288, 1048576, 2097152, 4194304, 8388608, 16777216, 33554432, 67108864, 134217728, 268435456, 536870912, 1073741824)
+
+ //////////////////////////////////////////////
+
+ @Benchmark def withIntegerBitCount(bh: Blackhole) {
+ for (v <- powersOfTwo) {
+ val leadingZeros = withIntegerBitCount(v)
+ // assert (leadingZeros == withLoop(v), s"$leadingZeros != ${withLoop(v)} ($v)")
+ bh.consume(leadingZeros)
+ }
+ }
+
+ private def withIntegerBitCount(v: Int) = Integer.SIZE - Integer.bitCount(v - 1)
+
+ //////////////////////////////////////////////
+
+ @Benchmark def withIntegerNumberOfLeadingZeros(bh: Blackhole) {
+ for (v <- powersOfTwo) {
+ val leadingZeros = withIntegerNumberOfLeadingZeros(v)
+ // assert (leadingZeros == withLoop(v), s"$leadingZeros != ${withLoop(v)} ($v)")
+ bh.consume(leadingZeros)
+ }
+ }
+
+ private def withIntegerNumberOfLeadingZeros(v: Int) = Integer.numberOfLeadingZeros(v - 1)
+
+ //////////////////////////////////////////////
+
+ @Benchmark def withLoop(bh: Blackhole) {
+ for (v <- powersOfTwo) {
+ val leadingZeros = withLoop(v)
+ bh.consume(leadingZeros)
+ }
+ }
+
+ private def withLoop(v: Int): Int = {
+ var r = Integer.SIZE
+ var copy = v >> 1
+ while (copy != 0) {
+ r -= 1
+ copy = copy >> 1
+ }
+ r
+ }
+
+ //////////////////////////////////////////////
+
+ @Benchmark def withMatch(bh: Blackhole) {
+ for (v <- powersOfTwo) {
+ val leadingZeros = withMatch(v)
+ // assert (leadingZeros == withLoop(v), s"$leadingZeros != ${withLoop(v)} ($v)")
+ bh.consume(leadingZeros)
+ }
+ }
+
+ private def withMatch(i: Int) = i match {
+ case 1 => 32
+ case 2 => 31
+ case 4 => 30
+ case 8 => 29
+ case 16 => 28
+ case 32 => 27
+ case 64 => 26
+ case 128 => 25
+ case 256 => 24
+ case 512 => 23
+ case 1024 => 22
+ case 2048 => 21
+ case 4096 => 20
+ case 8192 => 19
+ case 16384 => 18
+ case 32768 => 17
+ case 65536 => 16
+ case 131072 => 15
+ case 262144 => 14
+ case 524288 => 13
+ case 1048576 => 12
+ case 2097152 => 11
+ case 4194304 => 10
+ case 8388608 => 9
+ case 16777216 => 8
+ case 33554432 => 7
+ case 67108864 => 6
+ case 134217728 => 5
+ case 268435456 => 4
+ case 536870912 => 3
+ case 1073741824 => 2
+ }
+
+
+ //////////////////////////////////////////////
+
+ @Benchmark def with2DeBruijn(bh: Blackhole) {
+ for (v <- powersOfTwo) {
+ val leadingZeros = with2DeBruijn(v)
+ // assert (leadingZeros == withLoop(v), s"$leadingZeros != ${withLoop(v)} ($v)")
+ bh.consume(leadingZeros)
+ }
+ }
+
+ // https://graphics.stanford.edu/~seander/bithacks.html#IntegerLogDeBruijn
+ private val multiplyDeBruijnBitPosition2 = Array(32, 31, 4, 30, 3, 18, 8, 29, 2, 10, 12, 17, 7, 15, 28, 24, 1, 5, 19, 9, 11, 13, 16, 25, 6, 20, 14, 26, 21, 27, 22, 23)
+
+ private def with2DeBruijn(v: Int) = multiplyDeBruijnBitPosition2((v * 0x077CB531) >>> 27)
+
+
+ //////////////////////////////////////////////
+
+ @Benchmark def withBinSearch(bh: Blackhole) {
+ for (v <- powersOfTwo) {
+ val leadingZeros = withBinSearch(v)
+ // assert (leadingZeros == withLoop(v), s"$leadingZeros != ${withLoop(v)} ($v)")
+ bh.consume(leadingZeros)
+ }
+ }
+
+ private def withBinSearch(v: Int) =
+ if (v < 65536) if (v < 256) if (v < 16) if (v < 4) if (v == 1) 32 else 31
+ else if (v == 4) 30 else 29
+ else if (v < 64) if (v == 16) 28 else 27
+ else if (v == 64) 26 else 25
+ else if (v < 4096) if (v < 1024) if (v == 256) 24 else 23
+ else if (v == 1024) 22 else 21
+ else if (v < 16384) if (v == 4096) 20 else 19
+ else if (v == 16384) 18 else 17
+ else if (v < 16777216) if (v < 1048576) if (v < 262144) if (v == 65536) 16 else 15
+ else if (v == 262144) 14 else 13
+ else if (v < 4194304) if (v == 1048576) 12 else 11
+ else if (v == 4194304) 10 else 9
+ else if (v < 268435456) if (v < 67108864) if (v == 16777216) 8 else 7
+ else if (v == 67108864) 6 else 5
+ else if (v < 1073741824) if (v == 268435456) 4 else 3
+ else if (v == 1073741824) 2 else 1
+
+ //////////////////////////////////////////////
+
+ @Benchmark def withSumBinSearch(bh: Blackhole) {
+ for (v <- powersOfTwo) {
+ val leadingZeros = withSumBinSearch(v)
+ // assert(leadingZeros == withLoop(v), s"$leadingZeros != ${withLoop(v)} ($v)")
+ bh.consume(leadingZeros)
+ }
+ }
+
+ private def withSumBinSearch(v: Int): Int = {
+ var exponent = Integer.SIZE
+ var remaining = v
+ if (remaining >= 65536) { remaining >>>= 16; exponent = 16 }
+ if (remaining >= 256) { remaining >>>= 8; exponent -= 8 }
+ if (remaining >= 16) { remaining >>>= 4; exponent -= 4 }
+ if (remaining >= 4) { remaining >>>= 2; exponent -= 2 }
+ if (remaining >= 2) exponent - 1 else exponent
+ }
+} \ No newline at end of file
diff --git a/test/benchmarks/src/main/scala/scala/collection/immutable/HashMapBenchmark.scala b/test/benchmarks/src/main/scala/scala/collection/immutable/HashMapBenchmark.scala
new file mode 100644
index 0000000000..134cd6879b
--- /dev/null
+++ b/test/benchmarks/src/main/scala/scala/collection/immutable/HashMapBenchmark.scala
@@ -0,0 +1,56 @@
+package scala.collection.immutable
+
+import org.openjdk.jmh.annotations._
+import org.openjdk.jmh.infra._
+import org.openjdk.jmh.runner.IterationType
+import benchmark._
+import java.util.concurrent.TimeUnit
+
+@BenchmarkMode(Array(Mode.AverageTime))
+@Fork(2)
+@Threads(1)
+@Warmup(iterations = 10)
+@Measurement(iterations = 10)
+@OutputTimeUnit(TimeUnit.NANOSECONDS)
+@State(Scope.Benchmark)
+class HashMapBenchmark {
+ @Param(Array("10", "100", "1000"))
+ var size: Int = _
+
+ var existingKeys: Array[Any] = _
+ var missingKeys: Array[Any] = _
+
+ @Setup(Level.Trial) def initKeys(): Unit = {
+ existingKeys = (0 to size).map(i => (i % 4) match {
+ case 0 => i.toString
+ case 1 => i.toChar
+ case 2 => i.toDouble
+ case 3 => i.toInt
+ }).toArray
+ missingKeys = (size to 2 * size).toArray
+ }
+
+ var map: collection.immutable.HashMap[Any, Any] = null
+
+ @Setup(Level.Trial) def initialize = {
+ map = collection.immutable.HashMap(existingKeys.map(x => (x, x)) : _*)
+ }
+
+ @Benchmark def contains(bh: Blackhole): Unit = {
+ var i = 0;
+ while (i < size) {
+ bh.consume(map.contains(existingKeys(i)))
+ bh.consume(map.contains(missingKeys(i)))
+ i += 1
+ }
+ }
+
+ @Benchmark def get(bh: Blackhole): Unit = {
+ var i = 0;
+ while (i < size) {
+ bh.consume(map.get(existingKeys(i)))
+ bh.consume(map.get(missingKeys(i)))
+ i += 1
+ }
+ }
+}
diff --git a/test/benchmarks/src/main/scala/scala/collection/immutable/ListBenchmark.scala b/test/benchmarks/src/main/scala/scala/collection/immutable/ListBenchmark.scala
index 94844dcae2..36e2518993 100644
--- a/test/benchmarks/src/main/scala/scala/collection/immutable/ListBenchmark.scala
+++ b/test/benchmarks/src/main/scala/scala/collection/immutable/ListBenchmark.scala
@@ -23,12 +23,14 @@ class ListBenchmark {
var values: List[Content] = _
var mid: Content = _
var last: Content = _
+ var replacement: Content = _
@Setup(Level.Trial) def initKeys(): Unit = {
values = List.tabulate(size)(v => Content(v))
mid = Content(size / 2)
last = Content(Math.max(0,size -1))
+ replacement = Content(size * 2 + 1)
}
@Benchmark def filter_includeAll: Any = {
@@ -55,18 +57,14 @@ class ListBenchmark {
values.filter(v => v.value == last.value)
}
- @Setup(Level.Trial) def initKeys(): Unit = {
- values = List.tabulate(size)(n => if (n == size / 2) "mid" else "")
- }
-
@Benchmark def mapConserve_identity: Any = {
values.mapConserve(x => x)
}
@Benchmark def mapConserve_modifyAll: Any = {
- values.mapConserve(x => "replace")
+ values.mapConserve(x => replacement)
}
@Benchmark def mapConserve_modifyMid: Any = {
- values.mapConserve(x => if (x == "mid") "replace" else x)
+ values.mapConserve(x => if (x == mid) replacement else x)
}
}
diff --git a/test/benchmarks/src/main/scala/scala/collection/immutable/MapBenchmark.scala b/test/benchmarks/src/main/scala/scala/collection/immutable/MapBenchmark.scala
new file mode 100644
index 0000000000..a0358d6a1a
--- /dev/null
+++ b/test/benchmarks/src/main/scala/scala/collection/immutable/MapBenchmark.scala
@@ -0,0 +1,29 @@
+package scala.collection.immutable
+
+import java.util.concurrent.TimeUnit
+
+import org.openjdk.jmh.annotations._
+import org.openjdk.jmh.infra._
+
+@BenchmarkMode(Array(Mode.AverageTime))
+@Fork(2)
+@Threads(1)
+@Warmup(iterations = 10)
+@Measurement(iterations = 10)
+@OutputTimeUnit(TimeUnit.NANOSECONDS)
+@State(Scope.Benchmark)
+class MapBenchmark {
+
+ var base: Map[String,String] = _
+
+
+ @Setup(Level.Trial) def initKeys(): Unit = {
+ base = Map("a" -> "a", "b" -> "b", "c" -> "c", "d" -> "d")
+ }
+
+ // immutable map is implemented as EmptyMap -> Map1 -> Map2 -> Map3 -> Map4 -> Hashmap
+ // add an extra entry to Map4 causes a lot of work, benchmark the transition
+ @Benchmark def map4AddElement(bh: Blackhole): Unit = {
+ bh.consume(base.updated("e", "e"))
+ }
+}
diff --git a/test/benchmarks/src/main/scala/scala/collection/immutable/SetBenchmark.scala b/test/benchmarks/src/main/scala/scala/collection/immutable/SetBenchmark.scala
new file mode 100644
index 0000000000..9330626691
--- /dev/null
+++ b/test/benchmarks/src/main/scala/scala/collection/immutable/SetBenchmark.scala
@@ -0,0 +1,29 @@
+package scala.collection.immutable
+
+import java.util.concurrent.TimeUnit
+
+import org.openjdk.jmh.annotations._
+import org.openjdk.jmh.infra._
+
+@BenchmarkMode(Array(Mode.AverageTime))
+@Fork(2)
+@Threads(1)
+@Warmup(iterations = 10)
+@Measurement(iterations = 10)
+@OutputTimeUnit(TimeUnit.NANOSECONDS)
+@State(Scope.Benchmark)
+class SetBenchmark {
+
+ var base: Set[String] = _
+
+
+ @Setup(Level.Trial) def initKeys(): Unit = {
+ base = Set("a", "b", "c", "d")
+ }
+
+ // immutable map is implemented as EmptySet -> Set1 -> Set2 -> Set3 -> Set4 -> HashSet
+ // add an extra entry to Set4 causes a lot of work, benchmark the transition
+ @Benchmark def set4AddElement(bh: Blackhole): Unit = {
+ bh.consume(base + "e")
+ }
+}
diff --git a/test/benchmarks/src/main/scala/scala/collection/immutable/VectorMapBenchmark.scala b/test/benchmarks/src/main/scala/scala/collection/immutable/VectorMapBenchmark.scala
new file mode 100644
index 0000000000..61e621dcdf
--- /dev/null
+++ b/test/benchmarks/src/main/scala/scala/collection/immutable/VectorMapBenchmark.scala
@@ -0,0 +1,32 @@
+package scala.collection.immutable
+
+import org.openjdk.jmh.annotations._
+import org.openjdk.jmh.infra._
+import org.openjdk.jmh.runner.IterationType
+import benchmark._
+import java.util.concurrent.TimeUnit
+
+@BenchmarkMode(Array(Mode.AverageTime))
+@Fork(2)
+@Threads(1)
+@Warmup(iterations = 10)
+@Measurement(iterations = 10)
+@OutputTimeUnit(TimeUnit.NANOSECONDS)
+@State(Scope.Benchmark)
+class VectorMapBenchmark {
+ @Param(Array("10", "100", "1000"))
+ var size: Int = _
+
+ var values: Vector[Any] = _
+
+ @Setup(Level.Trial) def initKeys(): Unit = {
+ values = (0 to size).map(i => (i % 4) match {
+ case 0 => i.toString
+ case 1 => i.toChar
+ case 2 => i.toDouble
+ case 3 => i.toInt
+ }).toVector
+ }
+
+ @Benchmark def groupBy = values.groupBy(_.getClass)
+}
diff --git a/test/benchmarks/src/main/scala/scala/collection/mutable/HashMapBenchmark.scala b/test/benchmarks/src/main/scala/scala/collection/mutable/HashMapBenchmark.scala
new file mode 100644
index 0000000000..3f01d154e9
--- /dev/null
+++ b/test/benchmarks/src/main/scala/scala/collection/mutable/HashMapBenchmark.scala
@@ -0,0 +1,70 @@
+package scala.collection.mutable
+
+import org.openjdk.jmh.annotations._
+import org.openjdk.jmh.infra._
+import org.openjdk.jmh.runner.IterationType
+import benchmark._
+import java.util.concurrent.TimeUnit
+
+import scala.collection.mutable
+
+@BenchmarkMode(Array(Mode.AverageTime))
+@Fork(2)
+@Threads(1)
+@Warmup(iterations = 10)
+@Measurement(iterations = 10)
+@OutputTimeUnit(TimeUnit.NANOSECONDS)
+@State(Scope.Benchmark)
+class HashMapBenchmark {
+ @Param(Array("10", "100", "1000"))
+ var size: Int = _
+
+ var existingKeys: Array[Any] = _
+ var missingKeys: Array[Any] = _
+
+ @Setup(Level.Trial) def initKeys(): Unit = {
+ existingKeys = (0 to size).map(i => (i % 4) match {
+ case 0 => i.toString
+ case 1 => i.toChar
+ case 2 => i.toDouble
+ case 3 => i.toInt
+ }).toArray
+ missingKeys = (size to 2 * size).toArray
+ }
+
+ var map = new mutable.HashMap[Any, Any]
+
+ @Setup(Level.Invocation) def initializeMutable = existingKeys.foreach(v => map.put(v, v))
+
+ @TearDown(Level.Invocation) def tearDown = map.clear()
+
+ @Benchmark def getOrElseUpdate(bh: Blackhole): Unit = {
+ var i = 0;
+ while (i < size) {
+ bh.consume(map.getOrElseUpdate(existingKeys(i), -1))
+ bh.consume(map.getOrElseUpdate(missingKeys(i), -1))
+ i += 1
+ }
+ }
+
+ @Benchmark def get(bh: Blackhole): Unit = {
+ var i = 0;
+ while (i < size) {
+ bh.consume(map.get(existingKeys(i), -1))
+ bh.consume(map.get(missingKeys(i), -1))
+ i += 1
+ }
+ }
+
+ @Benchmark def put(bh: Blackhole): Any = {
+ var map = new mutable.HashMap[Any, Any]
+
+ var i = 0;
+ while (i < size) {
+ map.put(existingKeys(i), i)
+ i += 1
+ }
+
+ map
+ }
+}