/* * Copyright 2023 The original authors * * Licensed 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 dev.morling.onebrc; import sun.misc.Unsafe; import java.io.IOException; import java.lang.foreign.Arena; import java.lang.reflect.Field; import java.nio.channels.FileChannel; import java.nio.channels.FileChannel.MapMode; import java.nio.charset.StandardCharsets; import java.nio.file.Path; import java.nio.file.StandardOpenOption; import java.util.*; import java.util.stream.IntStream; /** * Simple solution that memory maps the input file, then splits it into one segment per available core and uses * sun.misc.Unsafe to directly access the mapped memory. Uses a long at a time when checking for collision. *

* Runs in 0.70s on my Intel i9-13900K * Perf stats: * 40,622,862,783 cpu_core/cycles/ * 48,241,929,925 cpu_atom/cycles/ */ public class CalculateAverage_thomaswue { private static final String FILE = "./measurements.txt"; // Holding the current result for a single city. private static class Result { final long nameAddress; long lastNameLong; int remainingShift; int min; int max; long sum; int count; private Result(long nameAddress, int value) { this.nameAddress = nameAddress; this.min = value; this.max = value; this.sum = value; this.count = 1; } public String toString() { return round(((double) min) / 10.0) + "/" + round((((double) sum) / 10.0) / count) + "/" + round(((double) max) / 10.0); } private static double round(double value) { return Math.round(value * 10.0) / 10.0; } // Accumulate another result into this one. private void add(Result other) { min = Math.min(min, other.min); max = Math.max(max, other.max); sum += other.sum; count += other.count; } } public static void main(String[] args) throws IOException { // Calculate input segments. int numberOfChunks = Runtime.getRuntime().availableProcessors(); long[] chunks = getSegments(numberOfChunks); // Parallel processing of segments. List> allResults = IntStream.range(0, chunks.length - 1).mapToObj(chunkIndex -> { HashMap cities = HashMap.newHashMap(1 << 10); parseLoop(chunks[chunkIndex], chunks[chunkIndex + 1], cities); return cities; }).parallel().toList(); // Accumulate results sequentially. HashMap result = allResults.getFirst(); for (int i = 1; i < allResults.size(); ++i) { for (Map.Entry entry : allResults.get(i).entrySet()) { Result current = result.putIfAbsent(entry.getKey(), entry.getValue()); if (current != null) { current.add(entry.getValue()); } } } // Final output. System.out.println(new TreeMap<>(result)); } private static final Unsafe UNSAFE = initUnsafe(); private static Unsafe initUnsafe() { try { Field theUnsafe = Unsafe.class.getDeclaredField("theUnsafe"); theUnsafe.setAccessible(true); return (Unsafe) theUnsafe.get(Unsafe.class); } catch (NoSuchFieldException | IllegalAccessException e) { throw new RuntimeException(e); } } private static void parseLoop(long chunkStart, long chunkEnd, HashMap cities) { Result[] results = new Result[1 << 18]; long scanPtr = chunkStart; while (scanPtr < chunkEnd) { long nameAddress = scanPtr; long hash = 0; // Search for ';', one long at a time. long word = UNSAFE.getLong(scanPtr); int pos = findDelimiter(word); if (pos != 8) { scanPtr += pos; word = word & (-1L >>> ((8 - pos - 1) << 3)); hash ^= word; } else { scanPtr += 8; hash ^= word; while (true) { word = UNSAFE.getLong(scanPtr); pos = findDelimiter(word); if (pos != 8) { scanPtr += pos; word = word & (-1L >>> ((8 - pos - 1) << 3)); hash ^= word; break; } else { scanPtr += 8; hash ^= word; } } } // Save length of name for later. int nameLength = (int) (scanPtr - nameAddress); scanPtr++; long numberWord = UNSAFE.getLong(scanPtr); // The 4th binary digit of the ascii of a digit is 1 while // that of the '.' is 0. This finds the decimal separator // The value can be 12, 20, 28 int decimalSepPos = Long.numberOfTrailingZeros(~numberWord & 0x10101000); int number = convertIntoNumber(decimalSepPos, numberWord); // Skip past new line. // scanPtr++; scanPtr += (decimalSepPos >>> 3) + 3; // Final calculation for index into hash table. int hashAsInt = (int) (hash ^ (hash >>> 32)); int finalHash = (hashAsInt ^ (hashAsInt >>> 18)); int tableIndex = (finalHash & (results.length - 1)); outer: while (true) { Result existingResult = results[tableIndex]; if (existingResult == null) { newEntry(results, cities, nameAddress, number, tableIndex, nameLength); break; } else { // Check for collision. int i = 0; for (; i < nameLength + 1 - 8; i += 8) { if (UNSAFE.getLong(existingResult.nameAddress + i) != UNSAFE.getLong(nameAddress + i)) { tableIndex = (tableIndex + 1) & (results.length - 1); continue outer; } } if (((existingResult.lastNameLong ^ UNSAFE.getLong(nameAddress + i)) << existingResult.remainingShift) == 0) { existingResult.min = Math.min(existingResult.min, number); existingResult.max = Math.max(existingResult.max, number); existingResult.sum += number; existingResult.count++; break; } else { // Collision error, try next. tableIndex = (tableIndex + 1) & (results.length - 1); } } } } } // Special method to convert a number in the specific format into an int value without branches created by // Quan Anh Mai. private static int convertIntoNumber(int decimalSepPos, long numberWord) { int shift = 28 - decimalSepPos; // signed is -1 if negative, 0 otherwise long signed = (~numberWord << 59) >> 63; long designMask = ~(signed & 0xFF); // Align the number to a specific position and transform the ascii code // to actual digit value in each byte long digits = ((numberWord & designMask) << shift) & 0x0F000F0F00L; // Now digits is in the form 0xUU00TTHH00 (UU: units digit, TT: tens digit, HH: hundreds digit) // 0xUU00TTHH00 * (100 * 0x1000000 + 10 * 0x10000 + 1) = // 0x000000UU00TTHH00 + // 0x00UU00TTHH000000 * 10 + // 0xUU00TTHH00000000 * 100 // Now TT * 100 has 2 trailing zeroes and HH * 100 + TT * 10 + UU < 0x400 // This results in our value lies in the bit 32 to 41 of this product // That was close :) long absValue = ((digits * 0x640a0001) >>> 32) & 0x3FF; long value = (absValue ^ signed) - signed; return (int) value; } private static int findDelimiter(long word) { long input = word ^ 0x3B3B3B3B3B3B3B3BL; long tmp = (input - 0x0101010101010101L) & ~input & 0x8080808080808080L; return Long.numberOfTrailingZeros(tmp) >>> 3; } private static void newEntry(Result[] results, HashMap cities, long nameAddress, int number, int hash, int nameLength) { Result r = new Result(nameAddress, number); results[hash] = r; byte[] bytes = new byte[nameLength]; int i = 0; for (; i < nameLength + 1 - 8; i += 8) { } r.lastNameLong = UNSAFE.getLong(nameAddress + i); r.remainingShift = (64 - (nameLength + 1 - i) << 3); UNSAFE.copyMemory(null, nameAddress, bytes, Unsafe.ARRAY_BYTE_BASE_OFFSET, nameLength); String nameAsString = new String(bytes, StandardCharsets.UTF_8); cities.put(nameAsString, r); } private static long[] getSegments(int numberOfChunks) throws IOException { try (var fileChannel = FileChannel.open(Path.of(FILE), StandardOpenOption.READ)) { long fileSize = fileChannel.size(); long segmentSize = (fileSize + numberOfChunks - 1) / numberOfChunks; long[] chunks = new long[numberOfChunks + 1]; long mappedAddress = fileChannel.map(MapMode.READ_ONLY, 0, fileSize, Arena.global()).address(); chunks[0] = mappedAddress; long endAddress = mappedAddress + fileSize; for (int i = 1; i < numberOfChunks; ++i) { long chunkAddress = mappedAddress + i * segmentSize; // Align to first row start. while (chunkAddress < endAddress && UNSAFE.getByte(chunkAddress++) != '\n') { // nop } chunks[i] = Math.min(chunkAddress, endAddress); } chunks[numberOfChunks] = endAddress; return chunks; } } }