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Benchmark program for MemoryBlock
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package org.apache.spark.sql | |
import org.apache.spark.SparkFunSuite | |
import org.apache.spark.unsafe.Platform | |
import org.apache.spark.unsafe.memory._ | |
import org.apache.spark.util.Benchmark | |
class MemoryBlockBenchmark extends SparkFunSuite { | |
test("benchmark") { | |
val N = 128 * 1024 * 1024 | |
val iters = 2 | |
val benchmark = new Benchmark("Memory access benchmarks", N, minNumIters = 20) | |
val bmemory = new Array[Byte](N * 8) | |
val bobj: Any = bmemory.asInstanceOf[Any] | |
val lmemory = new Array[Long](N) | |
val lobj: Any = lmemory.asInstanceOf[Any] | |
var memoryBlock: MemoryBlock = null | |
benchmark.addCase("ByteArrayMemoryBlock get/putInt()") { _: Int => | |
memoryBlock = ByteArrayMemoryBlock.fromArray(bmemory).asInstanceOf[MemoryBlock] | |
for (_ <- 0L until iters) { | |
var sum = 0 | |
var i = 0 | |
while (i < N) { | |
memoryBlock.putInt(Platform.BYTE_ARRAY_OFFSET + i * 4, i) | |
i += 1 | |
} | |
i = 0 | |
while (i < N) { | |
sum += memoryBlock.getInt(Platform.BYTE_ARRAY_OFFSET + i * 4) | |
i += 1 | |
} | |
} | |
} | |
benchmark.addCase("Platform get/putInt(byte[])") { _: Int => | |
for (_ <- 0L until iters) { | |
var i = 0 | |
var sum = 0 | |
while (i < N) { | |
Platform.putInt(bmemory, Platform.BYTE_ARRAY_OFFSET + i * 4, i) | |
i += 1 | |
} | |
i = 0 | |
while (i < N) { | |
sum += Platform.getInt(bmemory, Platform.BYTE_ARRAY_OFFSET + i * 4) | |
i += 1 | |
} | |
} | |
} | |
benchmark.addCase("Platform get/putInt(Object)") { _: Int => | |
for (_ <- 0L until iters) { | |
var i = 0 | |
var sum = 0 | |
while (i < N) { | |
Platform.putInt(bobj, Platform.BYTE_ARRAY_OFFSET + i * 4, i) | |
i += 1 | |
} | |
i = 0 | |
while (i < N) { | |
sum += Platform.getInt(bobj, Platform.BYTE_ARRAY_OFFSET + i * 4) | |
i += 1 | |
} | |
} | |
} | |
benchmark.addCase("OnHeapMemoryBlock get/putLong()") { _: Int => | |
memoryBlock = OnHeapMemoryBlock.fromArray(lmemory).asInstanceOf[MemoryBlock] | |
for (_ <- 0L until iters) { | |
var sum = 0L | |
var i = 0 | |
while (i < N) { | |
memoryBlock.putLong(Platform.LONG_ARRAY_OFFSET + i * 8, i) | |
i += 1 | |
} | |
i = 0 | |
while (i < N) { | |
sum += memoryBlock.getLong(Platform.LONG_ARRAY_OFFSET + i * 8) | |
i += 1 | |
} | |
} | |
} | |
benchmark.addCase("long[]") { _: Int => | |
for (_ <- 0L until iters) { | |
var i = 0 | |
var sum = 0L | |
while (i < N) { | |
lmemory(i) = i | |
i += 1 | |
} | |
i = 0 | |
while (i < N) { | |
sum += lmemory(i) | |
i += 1 | |
} | |
} | |
} | |
benchmark.addCase("Platform get/putLong(long[])") { _: Int => | |
for (_ <- 0L until iters) { | |
var i = 0 | |
var sum = 0L | |
while (i < N) { | |
Platform.putLong(lmemory, Platform.LONG_ARRAY_OFFSET + i * 8, i) | |
i += 1 | |
} | |
i = 0 | |
while (i < N) { | |
sum += Platform.getLong(lmemory, Platform.LONG_ARRAY_OFFSET + i * 8) | |
i += 1 | |
} | |
} | |
} | |
benchmark.addCase("Platform get/putLong(Object)") { _: Int => | |
for (_ <- 0L until iters) { | |
var i = 0 | |
var sum = 0L | |
while (i < N) { | |
Platform.putLong(lobj, Platform.LONG_ARRAY_OFFSET + i * 8, i) | |
i += 1 | |
} | |
i = 0 | |
while (i < N) { | |
sum += Platform.getLong(lobj, Platform.LONG_ARRAY_OFFSET + i * 8) | |
i += 1 | |
} | |
} | |
} | |
benchmark.run() | |
} | |
} | |
package org.apache.spark.sql | |
import org.apache.spark.SparkFunSuite | |
import org.apache.spark.unsafe.Platform | |
import org.apache.spark.unsafe.memory._ | |
import org.apache.spark.util.Benchmark | |
class MemoryBlockBenchmark extends SparkFunSuite { | |
test("benchmark") { | |
val N = 128 * 1024 * 1024 | |
val iters = 2 | |
val benchmark = new Benchmark("Memory access benchmarks", N, minNumIters = 20) | |
val bmemory = new Array[Byte](N * 8) | |
val bobj: Any = bmemory.asInstanceOf[Any] | |
val lmemory = new Array[Long](N) | |
val lobj: Any = lmemory.asInstanceOf[Any] | |
var memoryBlock: MemoryBlock = null | |
benchmark.addCase("ByteArrayMemoryBlock get/putInt()") { _: Int => | |
memoryBlock = ByteArrayMemoryBlock.fromArray(bmemory).asInstanceOf[MemoryBlock] | |
for (_ <- 0L until iters) { | |
var sum = 0 | |
var i = 0 | |
while (i < N) { | |
memoryBlock.putInt(Platform.BYTE_ARRAY_OFFSET + i * 4, i) | |
i += 1 | |
} | |
i = 0 | |
while (i < N) { | |
sum += memoryBlock.getInt(Platform.BYTE_ARRAY_OFFSET + i * 4) | |
i += 1 | |
} | |
} | |
} | |
benchmark.addCase("Platform get/putInt(byte[])") { _: Int => | |
for (_ <- 0L until iters) { | |
var i = 0 | |
var sum = 0 | |
while (i < N) { | |
Platform.putInt(bmemory, Platform.BYTE_ARRAY_OFFSET + i * 4, i) | |
i += 1 | |
} | |
i = 0 | |
while (i < N) { | |
sum += Platform.getInt(bmemory, Platform.BYTE_ARRAY_OFFSET + i * 4) | |
i += 1 | |
} | |
} | |
} | |
benchmark.addCase("Platform get/putInt(Object)") { _: Int => | |
for (_ <- 0L until iters) { | |
var i = 0 | |
var sum = 0 | |
while (i < N) { | |
Platform.putInt(bobj, Platform.BYTE_ARRAY_OFFSET + i * 4, i) | |
i += 1 | |
} | |
i = 0 | |
while (i < N) { | |
sum += Platform.getInt(bobj, Platform.BYTE_ARRAY_OFFSET + i * 4) | |
i += 1 | |
} | |
} | |
} | |
benchmark.addCase("OnHeapMemoryBlock get/putLong()") { _: Int => | |
memoryBlock = OnHeapMemoryBlock.fromArray(lmemory).asInstanceOf[MemoryBlock] | |
for (_ <- 0L until iters) { | |
var sum = 0L | |
var i = 0 | |
while (i < N) { | |
memoryBlock.putLong(Platform.LONG_ARRAY_OFFSET + i * 8, i) | |
i += 1 | |
} | |
i = 0 | |
while (i < N) { | |
sum += memoryBlock.getLong(Platform.LONG_ARRAY_OFFSET + i * 8) | |
i += 1 | |
} | |
} | |
} | |
benchmark.addCase("long[]") { _: Int => | |
for (_ <- 0L until iters) { | |
var i = 0 | |
var sum = 0L | |
while (i < N) { | |
lmemory(i) = i | |
i += 1 | |
} | |
i = 0 | |
while (i < N) { | |
sum += lmemory(i) | |
i += 1 | |
} | |
} | |
} | |
benchmark.addCase("Platform get/putLong(long[])") { _: Int => | |
for (_ <- 0L until iters) { | |
var i = 0 | |
var sum = 0L | |
while (i < N) { | |
Platform.putLong(lmemory, Platform.LONG_ARRAY_OFFSET + i * 8, i) | |
i += 1 | |
} | |
i = 0 | |
while (i < N) { | |
sum += Platform.getLong(lmemory, Platform.LONG_ARRAY_OFFSET + i * 8) | |
i += 1 | |
} | |
} | |
} | |
benchmark.addCase("Platform get/putLong(Object)") { _: Int => | |
for (_ <- 0L until iters) { | |
var i = 0 | |
var sum = 0L | |
while (i < N) { | |
Platform.putLong(lobj, Platform.LONG_ARRAY_OFFSET + i * 8, i) | |
i += 1 | |
} | |
i = 0 | |
while (i < N) { | |
sum += Platform.getLong(lobj, Platform.LONG_ARRAY_OFFSET + i * 8) | |
i += 1 | |
} | |
} | |
} | |
benchmark.run() | |
} | |
} |
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