inline hash calculation and number parsing (#200)
no number parsing with precalculated map verify tests better loop with direct hash to measurement mapping accept formatting changes Use unsafe
This commit is contained in:
Parth Mudgal
GitHub
parent
af1946fcb5
commit
f37b304fc3
@ -16,5 +16,5 @@
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#
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JAVA_OPTS="--add-modules=jdk.incubator.vector"
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JAVA_OPTS="--enable-preview"
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java $JAVA_OPTS --class-path target/average-1.0.0-SNAPSHOT.jar dev.morling.onebrc.CalculateAverage_artpar
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@ -15,11 +15,16 @@
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*/
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package dev.morling.onebrc;
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import sun.misc.Unsafe;
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import java.io.BufferedOutputStream;
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import java.io.IOException;
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import java.io.PrintStream;
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import java.io.RandomAccessFile;
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import java.nio.MappedByteBuffer;
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import java.lang.foreign.Arena;
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import java.lang.foreign.MemorySegment;
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import java.lang.reflect.Field;
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import java.nio.ByteBuffer;
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import java.nio.channels.FileChannel;
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import java.nio.charset.StandardCharsets;
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import java.nio.file.Files;
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@ -37,17 +42,22 @@ import java.util.stream.Collectors;
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public class CalculateAverage_artpar {
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public static final int N_THREADS = 8;
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private static final String FILE = "./measurements.txt";
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private static final int INT_MAP_SIZE = 8192; // from calculateIntegerByteMapTest()
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final static int[] byteHashMapToInt = calculateIntegerByteMap();
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private static final Unsafe UNSAFE = initUnsafe();
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// private static final VectorSpecies<Integer> SPECIES = IntVector.SPECIES_PREFERRED;
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// final int VECTOR_SIZE = 512;
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// final int VECTOR_SIZE_1 = VECTOR_SIZE - 1;
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final int SIZE = 1024 * 1024;
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final int AVERAGE_CHUNK_SIZE = 1024 * 64;
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final int AVERAGE_CHUNK_SIZE_1 = AVERAGE_CHUNK_SIZE - 1;
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public CalculateAverage_artpar() throws IOException {
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long start = Instant.now().toEpochMilli();
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Path measurementFile = Paths.get(FILE);
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long fileSize = Files.size(measurementFile);
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long expectedChunkSize = Math.max(fileSize / 8, 1024);
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// System.out.println("File size - " + fileSize);
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int expectedChunkSize = Math.toIntExact(Math.min(fileSize / N_THREADS, Integer.MAX_VALUE / 2));
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ExecutorService threadPool = Executors.newFixedThreadPool(N_THREADS);
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@ -56,52 +66,50 @@ public class CalculateAverage_artpar {
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List<Future<Map<String, MeasurementAggregator>>> futures = new ArrayList<>();
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long bytesReadCurrent = 0;
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try (FileChannel fileChannel = FileChannel.open(measurementFile, StandardOpenOption.READ)) {
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for (int i = 0; i < 8; i++) {
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FileChannel fileChannel = FileChannel.open(measurementFile, StandardOpenOption.READ);
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for (int i = 0; chunkStartPosition < fileSize; i++) {
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long chunkSize = expectedChunkSize;
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chunkSize = fis.skipBytes(Math.toIntExact(chunkSize));
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int chunkSize = expectedChunkSize;
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chunkSize = fis.skipBytes(chunkSize);
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bytesReadCurrent += chunkSize;
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while (((char) fis.read()) != '\n' && bytesReadCurrent < fileSize) {
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chunkSize++;
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bytesReadCurrent++;
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}
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// System.out.println("[" + chunkStartPosition + "] - [" + (chunkStartPosition + chunkSize) + " bytes");
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if (chunkStartPosition + chunkSize >= fileSize) {
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chunkSize = fileSize - chunkStartPosition;
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}
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if (chunkSize < 1) {
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break;
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}
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if (chunkSize > Integer.MAX_VALUE) {
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chunkSize = Integer.MAX_VALUE;
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}
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MappedByteBuffer mappedByteBuffer = fileChannel.map(FileChannel.MapMode.READ_ONLY, chunkStartPosition,
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chunkSize);
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ReaderRunnable readerRunnable = new ReaderRunnable(mappedByteBuffer);
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Future<Map<String, MeasurementAggregator>> future = threadPool.submit(readerRunnable::run);
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// System.out.println("Added future [" + chunkStartPosition + "][" + chunkSize + "]");
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futures.add(future);
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chunkStartPosition = chunkStartPosition + chunkSize + 1;
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bytesReadCurrent += chunkSize;
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while (((char) fis.read()) != '\n' && bytesReadCurrent < fileSize) {
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chunkSize++;
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bytesReadCurrent++;
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}
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// System.out.println("[" + chunkStartPosition + "] - [" + (chunkStartPosition + chunkSize) + " bytes");
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if (chunkStartPosition + chunkSize >= fileSize) {
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chunkSize = (int) Math.min(fileSize - chunkStartPosition, Integer.MAX_VALUE);
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}
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if (chunkSize < 1) {
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break;
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}
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if (chunkSize >= Integer.MAX_VALUE) {
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throw new RuntimeException();
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}
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// MappedByteBuffer mappedByteBuffer = fileChannel.map(FileChannel.MapMode.READ_ONLY, chunkStartPosition,
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// chunkSize);
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ReaderRunnable readerRunnable = new ReaderRunnable(chunkStartPosition, chunkSize, fileChannel);
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Future<Map<String, MeasurementAggregator>> future = threadPool.submit(readerRunnable::run);
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// System.out.println("Added future [" + chunkStartPosition + "][" + chunkSize + "]");
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futures.add(future);
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chunkStartPosition = chunkStartPosition + chunkSize + 1;
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}
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fis.close();
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Map<String, MeasurementAggregator> globalMap = futures.parallelStream()
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.flatMap(future -> {
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try {
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return future.get().entrySet().stream();
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}
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catch (InterruptedException | ExecutionException e) {
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throw new RuntimeException(e);
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}
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}).parallel().collect(Collectors.toMap(
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Map.Entry::getKey, Map.Entry::getValue,
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MeasurementAggregator::combine));
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Map<String, MeasurementAggregator> globalMap = futures.parallelStream().flatMap(future -> {
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try {
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return future.get().entrySet().stream();
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}
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catch (InterruptedException | ExecutionException e) {
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throw new RuntimeException(e);
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}
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}).parallel().collect(Collectors.toMap(Map.Entry::getKey, Map.Entry::getValue, MeasurementAggregator::combine));
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fileChannel.close();
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Map<String, ResultRow> results = globalMap.entrySet().stream().parallel()
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.collect(Collectors.toMap(Map.Entry::getKey, e -> e.getValue().finish()));
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@ -136,33 +144,99 @@ public class CalculateAverage_artpar {
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}
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public static int[] calculateIntegerByteMapTest() {
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int[] intToIntMap = null;
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for (int j = 0; j < 10000; j++) {
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int length = 2000 + j;
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intToIntMap = new int[length];
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boolean hasHashClash = false;
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Map<Integer, Integer> byteHashToInt = new HashMap<>();
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for (int i = -999; i < 1000; i++) {
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int hashCode = hashInteger(i);
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// String s = new String(value);
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int position = hashCode & (length - 1);
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// System.out.printf("%.1f => %s length [%d] hash [%d] => %d\n", number, s, s.length(), hashCode, position);
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if (byteHashToInt.containsKey(hashCode) || intToIntMap[position] != 0) {
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// System.err.println("HashClash [" + hashCode + "] -> " +
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// byteHashToInt.get(
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// hashCode) + " vs " + number + " == [" + position + "] =>" + intToIntMap[position]);
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hasHashClash = true;
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break;
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}
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else {
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byteHashToInt.put(hashCode, i);
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intToIntMap[position] = i;
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}
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}
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if (!hasHashClash) {
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// 8192
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System.out.println("NoHash clash at [" + length + "]");
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// throw new RuntimeException("clash");
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return intToIntMap;
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}
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}
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System.out.println("Fail");
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return null;
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}
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private static int hashInteger(int i) {
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float number = i / 10f;
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String numberString = String.format("%.1f", number);
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byte[] value = numberString.getBytes();
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int hashCode = 1;
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for (int k = 0; k < value.length; k++) {
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hashCode = hashCode * 31 + value[k];
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}
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return hashCode;
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}
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public static int[] calculateIntegerByteMap() {
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long start = System.currentTimeMillis();
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int[] intToIntMap = new int[INT_MAP_SIZE];
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for (int i = -999; i < 1000; i++) {
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float number = i / 10f;
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byte[] value = String.format("%.1f", number).getBytes();
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int hashCode = 1;
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for (byte b : value) {
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hashCode = hashCode * 31 + b;
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}
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int position = hashCode & (INT_MAP_SIZE - 1);
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intToIntMap[position] = i;
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}
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long end = System.currentTimeMillis();
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// System.out.println("calculateIntegerByteMap " + (end - start) + " ms");
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return intToIntMap;
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}
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public static void main(String[] args) throws IOException {
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new CalculateAverage_artpar();
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}
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public static int hashCode(byte[] array, int length) {
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int h = 1;
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int i = 0;
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for (; i + 7 < length; i += 8) {
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h = 31 * 31 * 31 * 31 * 31 * 31 * 31 * 31 * h + 31 * 31 * 31 * 31
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* 31 * 31 * 31 * array[i] + 31 * 31 * 31 * 31 * 31 * 31
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* array[i + 1]
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+ 31 * 31 * 31 * 31 * 31 * array[i + 2] + 31
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* 31 * 31 * 31 * array[i + 3]
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+ 31 * 31 * 31 * array[i + 4]
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+ 31 * 31 * array[i + 5] + 31 * array[i + 6] + array[i + 7];
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private static Unsafe initUnsafe() {
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try {
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Field theUnsafe = Unsafe.class.getDeclaredField("theUnsafe");
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theUnsafe.setAccessible(true);
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return (Unsafe) theUnsafe.get(Unsafe.class);
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}
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for (; i + 3 < length; i += 4) {
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h = 31 * 31 * 31 * 31 * h + 31 * 31 * 31 * array[i] + 31 * 31
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* array[i + 1] + 31 * array[i + 2] + array[i + 3];
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}
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for (; i < length; i++) {
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h = 31 * h + array[i];
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catch (NoSuchFieldException | IllegalAccessException e) {
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throw new RuntimeException(e);
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}
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}
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return h;
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static boolean unsafeEquals(long aStart, long aLength, long bStart, long bLength) {
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if (aLength != bLength) {
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return false;
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}
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for (int i = 0; i < aLength; ++i) {
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if (UNSAFE.getByte(aStart + i) != UNSAFE.getByte(bStart + i)) {
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return false;
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}
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}
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return true;
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}
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private record ResultRow(double min, double mean, double max) {
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@ -180,43 +254,25 @@ public class CalculateAverage_artpar {
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}
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private static class MeasurementAggregator {
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private double min = Double.POSITIVE_INFINITY;
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private double max = Double.NEGATIVE_INFINITY;
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private int min = 999;
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private int max = -999;
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private double sum;
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private long count;
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public MeasurementAggregator() {
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}
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// public MeasurementAggregator(double min, double max, double sum, long count) {
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// this.min = min;
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// this.max = max;
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// this.sum = sum;
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// this.count = count;
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// }
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MeasurementAggregator combine(MeasurementAggregator other) {
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min = Math.min(min, other.min);
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max = Math.max(max, other.max);
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min = other.min + ((min - other.min) & ((min - other.min) >> (32 * 8 - 1)));
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max = max - ((max - other.max) & ((max - other.max) >> (32 * 8 - 1)));
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sum += other.sum;
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count += other.count;
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return this;
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}
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// MeasurementAggregator combine(double otherMin, double otherMax, double otherSum, long otherCount) {
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// min = Math.min(min, otherMin);
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// max = Math.max(max, otherMax);
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// sum += otherSum;
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// count += otherCount;
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// return this;
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// }
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MeasurementAggregator combine(double value) {
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min = Math.min(min, value);
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max = Math.max(max, value);
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void combine(int value) {
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sum += value;
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count += 1;
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return this;
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count++;
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min = value + ((min - value) & ((min - value) >> (32 * 8 - 1))); // min(x, y)
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max = max - ((max - value) & ((max - value) >> (32 * 8 - 1))); // max(x, y)
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}
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ResultRow finish() {
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@ -227,150 +283,100 @@ public class CalculateAverage_artpar {
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static class StationName {
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public final int hash;
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private final String name;
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// private final int index;
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private final ByteBuffer nameBytes;
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private final MeasurementAggregator measurementAggregator = new MeasurementAggregator();
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public int count = 0;
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// public int[] values = new int[VECTOR_SIZE];
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public MeasurementAggregator measurementAggregator = new MeasurementAggregator();
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public StationName(String name, int hash) {
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this.name = name;
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// this.index = index;
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public StationName(ByteBuffer nameBytes, int hash) {
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this.nameBytes = nameBytes;
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this.hash = hash;
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}
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}
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private class ReaderRunnable {
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private final MappedByteBuffer mappedByteBuffer;
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private final long startPosition;
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private final FileChannel fileChannel;
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private final int chunkSize;
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StationNameMap stationNameMap = new StationNameMap();
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// double[][] stationValueMap = new double[SIZE][];
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private ReaderRunnable(MappedByteBuffer mappedByteBuffer) {
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this.mappedByteBuffer = mappedByteBuffer;
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private ReaderRunnable(long startPosition, int chunkSize, FileChannel fileChannel) throws IOException {
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this.chunkSize = chunkSize;
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this.startPosition = startPosition;
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this.fileChannel = fileChannel;
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// mappedByteBuffer = fileChannel.map(FileChannel.MapMode.READ_ONLY, startPosition, chunkSize);
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}
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public Map<String, MeasurementAggregator> run() {
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// System.out.println("Started future - " + mappedByteBuffer.position());
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public Map<String, MeasurementAggregator> run() throws IOException {
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MemorySegment mappedSegment = fileChannel.map(FileChannel.MapMode.READ_ONLY,
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startPosition, chunkSize, Arena.global());
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int doubleValue;
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long start = Date.from(Instant.now()).getTime();
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// int totalBytesRead = 0;
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// ByteBuffer nameBuffer = ByteBuffer.allocate(128);
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int MAPPED_BYTE_BUFFER_SIZE = 8192;
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byte[] rawBuffer = new byte[32];
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long rawBufferAddress = UNSAFE.allocateMemory(100);
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int rawBufferReadIndex = 0;
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StationName matchedStation = null;
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boolean expectedName = true;
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long position = mappedSegment.address();
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long endPosition = position + chunkSize;
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byte b;
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int hash;
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int nameHash;
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byte[] mappedBytes = new byte[MAPPED_BYTE_BUFFER_SIZE];
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int mappedBytesReadIndex;
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boolean negative = false;
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int start1 = 0;
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int result = 0;
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hash = 1;
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while (mappedByteBuffer.hasRemaining()) {
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int remaining = mappedByteBuffer.remaining();
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int bytesToRead = Math.min(remaining, MAPPED_BYTE_BUFFER_SIZE);
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mappedByteBuffer.get(mappedBytes, 0, bytesToRead);
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remaining = mappedByteBuffer.remaining();
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mappedBytesReadIndex = 0;
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while (mappedBytesReadIndex < bytesToRead) {
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byte b = mappedBytes[mappedBytesReadIndex];
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mappedBytesReadIndex++;
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if (expectedName) {
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if (b != ';') {
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rawBuffer[rawBufferReadIndex] = b;
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rawBufferReadIndex++;
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continue;
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}
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else {
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expectedName = false;
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matchedStation = stationNameMap.getOrCreate(rawBuffer, rawBufferReadIndex);
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rawBufferReadIndex = 0;
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negative = false;
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start1 = 0;
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result = 0;
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continue;
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}
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}
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while (b != '\n') {
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rawBuffer[rawBufferReadIndex] = b;
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rawBufferReadIndex++;
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if (mappedBytesReadIndex < bytesToRead) {
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b = mappedBytes[mappedBytesReadIndex];
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mappedBytesReadIndex++;
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}
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else {
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break;
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}
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}
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if (b != '\n') {
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if (mappedBytesReadIndex == bytesToRead && remaining > 0) {
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continue;
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}
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}
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// Check for negative numbers
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if (rawBuffer[0] == '-') {
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negative = true;
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start1++;
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}
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for (int i = start1; i < rawBufferReadIndex; i++) {
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byte c = rawBuffer[i];
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if (c != '.') {
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result = result * 10 + (c - '0');
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}
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}
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doubleValue = negative ? -result : result;
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rawBufferReadIndex = 0;
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matchedStation.measurementAggregator.combine(doubleValue);
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matchedStation.count++;
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expectedName = true;
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while (position < endPosition) {
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while ((position < endPosition) &&
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(b = UNSAFE.getByte(position++)) != ';') {
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UNSAFE.putByte(rawBufferAddress + rawBufferReadIndex++, b);
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hash = hash * 31 + b;
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}
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nameHash = hash;
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hash = 1;
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while ((position < endPosition) &&
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(b = UNSAFE.getByte(position++)) != '\n') {
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hash = hash * 31 + b;
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}
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stationNameMap.getOrCreate(rawBufferAddress, rawBufferReadIndex,
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byteHashMapToInt[hash & (INT_MAP_SIZE - 1)], nameHash);
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rawBufferReadIndex = 0;
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||||
hash = 1;
|
||||
|
||||
}
|
||||
|
||||
long end = Date.from(Instant.now()).getTime();
|
||||
// System.out.println("Took [" + ((end - start) / 1000) + "s for " + totalBytesRead / 1024 + " kb");
|
||||
|
||||
return Arrays.stream(stationNameMap.names).parallel().filter(Objects::nonNull)
|
||||
.collect(Collectors.toMap(e -> e.name, e -> e.measurementAggregator));
|
||||
// return groupedMeasurements;
|
||||
return Arrays.stream(stationNameMap.names).parallel().filter(Objects::nonNull).collect(
|
||||
Collectors.toMap(e -> StandardCharsets.UTF_8.decode(e.nameBytes).toString(),
|
||||
e -> e.measurementAggregator, MeasurementAggregator::combine));
|
||||
}
|
||||
}
|
||||
|
||||
class StationNameMap {
|
||||
int[] indexes = new int[SIZE];
|
||||
StationName[] names = new StationName[SIZE];
|
||||
int[] indexes = new int[AVERAGE_CHUNK_SIZE];
|
||||
StationName[] names = new StationName[AVERAGE_CHUNK_SIZE];
|
||||
int currentIndex = 0;
|
||||
ByteBuffer bytesForName = ByteBuffer.allocateDirect(1000 * 100);
|
||||
int nameBufferIndex = 0;
|
||||
|
||||
public StationName getOrCreate(byte[] stationNameBytes, int length) {
|
||||
|
||||
int hash = CalculateAverage_artpar.hashCode(stationNameBytes, length);
|
||||
|
||||
int position = Math.abs(hash) % SIZE;
|
||||
while (indexes[position] != 0 && names[indexes[position]].hash != hash) {
|
||||
position = ++position % SIZE;
|
||||
public void getOrCreate(long stationNameBytesAddress, int length, int doubleValue, int hash) {
|
||||
int position = hash & AVERAGE_CHUNK_SIZE_1;
|
||||
while (indexes[position] != 0 && (names[indexes[position]].hash != hash)) {
|
||||
position = ++position & AVERAGE_CHUNK_SIZE_1;
|
||||
}
|
||||
if (indexes[position] != 0) {
|
||||
return names[indexes[position]];
|
||||
StationName stationName = names[indexes[position]];
|
||||
stationName.measurementAggregator.combine(doubleValue);
|
||||
}
|
||||
else {
|
||||
ByteBuffer nameSlice = bytesForName.slice(nameBufferIndex, length);
|
||||
nameBufferIndex += length;
|
||||
for (int i = 0; i < length; i++) {
|
||||
nameSlice.put(UNSAFE.getByte(stationNameBytesAddress + i));
|
||||
}
|
||||
nameSlice.flip();
|
||||
StationName stationName = new StationName(nameSlice, hash);
|
||||
indexes[position] = ++currentIndex;
|
||||
names[indexes[position]] = stationName;
|
||||
stationName.measurementAggregator.combine(doubleValue);
|
||||
}
|
||||
StationName stationName = new StationName(
|
||||
new String(stationNameBytes, 0, length, StandardCharsets.UTF_8), hash);
|
||||
indexes[position] = ++currentIndex;
|
||||
names[indexes[position]] = stationName;
|
||||
return stationName;
|
||||
}
|
||||
}
|
||||
|
||||
}
|
||||
}
|
||||
Loading…
Reference in New Issue
Block a user