/* * 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 0.66s on my Intel i9-13900K * Perf stats: * 35,935,262,091 cpu_core/cycles/ * 47,305,591,173 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 { long lastNameLong, secondLastNameLong, nameAddress; int nameLength, remainingShift; int min, max, count; long sum; private Result(long nameAddress) { this.nameAddress = nameAddress; this.min = Integer.MAX_VALUE; this.max = Integer.MIN_VALUE; } 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 String calcName() { return new Scanner(nameAddress, nameAddress + nameLength).getString(nameLength); } } 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 -> parseLoop(chunks[chunkIndex], chunks[chunkIndex + 1])) .map(resultArray -> { List results = new ArrayList<>(); for (Result r : resultArray) { if (r != null) { results.add(r); } } return results; }).parallel().toList(); // Final output. System.out.println(accumulateResults(allResults)); } // Accumulate results sequentially for simplicity. private static TreeMap accumulateResults(List> allResults) { TreeMap result = new TreeMap<>(); for (List resultArr : allResults) { for (Result r : resultArr) { String name = r.calcName(); Result current = result.putIfAbsent(name, r); if (current != null) { current.add(r); } } } return result; } // Main parse loop. private static Result[] parseLoop(long chunkStart, long chunkEnd) { Result[] results = new Result[1 << 18]; Scanner scanner = new Scanner(chunkStart, chunkEnd); while (scanner.hasNext()) { long nameAddress = scanner.pos(); long hash = 0; // Search for ';', one long at a time. long word = scanner.getLong(); int pos = findDelimiter(word); if (pos != 8) { scanner.add(pos); word = mask(word, pos); hash ^= word; Result existingResult = results[hashToIndex(hash, results)]; if (existingResult != null && existingResult.lastNameLong == word) { scanAndRecord(scanner, existingResult); continue; } } else { scanner.add(8); hash ^= word; long prevWord = word; word = scanner.getLong(); pos = findDelimiter(word); if (pos != 8) { scanner.add(pos); word = mask(word, pos); hash ^= word; Result existingResult = results[hashToIndex(hash, results)]; if (existingResult != null && existingResult.lastNameLong == word && existingResult.secondLastNameLong == prevWord) { scanAndRecord(scanner, existingResult); continue; } } else { scanner.add(8); hash ^= word; while (true) { word = scanner.getLong(); pos = findDelimiter(word); if (pos != 8) { scanner.add(pos); word = mask(word, pos); hash ^= word; break; } else { scanner.add(8); hash ^= word; } } } } // Save length of name for later. int nameLength = (int) (scanner.pos() - nameAddress); scanner.add(1); long numberWord = scanner.getLong(); int decimalSepPos = Long.numberOfTrailingZeros(~numberWord & 0x10101000); int number = convertIntoNumber(decimalSepPos, numberWord); scanner.add((decimalSepPos >>> 3) + 3); // Final calculation for index into hash table. int tableIndex = hashToIndex(hash, results); outer: while (true) { Result existingResult = results[tableIndex]; if (existingResult == null) { existingResult = newEntry(results, nameAddress, tableIndex, nameLength, scanner); } // Check for collision. int i = 0; for (; i < nameLength + 1 - 8; i += 8) { if (scanner.getLongAt(existingResult.nameAddress + i) != scanner.getLongAt(nameAddress + i)) { tableIndex = (tableIndex + 1) & (results.length - 1); continue outer; } } if (((existingResult.lastNameLong ^ scanner.getLongAt(nameAddress + i)) << existingResult.remainingShift) == 0) { record(existingResult, number); break; } else { // Collision error, try next. tableIndex = (tableIndex + 1) & (results.length - 1); } } } return results; } private static void scanAndRecord(Scanner scanPtr, Result existingResult) { scanPtr.add(1); long numberWord = scanPtr.getLong(); int decimalSepPos = Long.numberOfTrailingZeros(~numberWord & 0x10101000); int number = convertIntoNumber(decimalSepPos, numberWord); scanPtr.add((decimalSepPos >>> 3) + 3); record(existingResult, number); } private static void record(Result existingResult, int number) { existingResult.min = Math.min(existingResult.min, number); existingResult.max = Math.max(existingResult.max, number); existingResult.sum += number; existingResult.count++; } private static int hashToIndex(long hash, Result[] results) { int hashAsInt = (int) (hash ^ (hash >>> 32)); int finalHash = (hashAsInt ^ (hashAsInt >>> 18)); return (finalHash & (results.length - 1)); } private static long mask(long word, int pos) { return word & (-1L >>> ((8 - pos - 1) << 3)); } // 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 Result newEntry(Result[] results, long nameAddress, int hash, int nameLength, Scanner scanner) { Result r = new Result(nameAddress); results[hash] = r; int i = 0; for (; i < nameLength + 1 - 8; i += 8) { r.secondLastNameLong = (scanner.getLongAt(nameAddress + i)); } r.remainingShift = (64 - (nameLength + 1 - i) << 3); r.lastNameLong = (scanner.getLongAt(nameAddress + i) & (-1L >>> r.remainingShift)); r.nameLength = nameLength; return 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; Scanner s = new Scanner(mappedAddress, mappedAddress + fileSize); for (int i = 1; i < numberOfChunks; ++i) { long chunkAddress = mappedAddress + i * segmentSize; // Align to first row start. while (chunkAddress < endAddress && (s.getLongAt(chunkAddress++) & 0xFF) != '\n') { // nop } chunks[i] = Math.min(chunkAddress, endAddress); } chunks[numberOfChunks] = endAddress; return chunks; } } private static class Scanner { 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); } } long pos, end; public Scanner(long start, long end) { this.pos = start; this.end = end; } boolean hasNext() { return pos < end; } long pos() { return pos; } void add(int delta) { pos += delta; } long getLong() { return UNSAFE.getLong(pos); } long getLongAt(long pos) { return UNSAFE.getLong(pos); } public String getString(int nameLength) { byte[] bytes = new byte[nameLength]; UNSAFE.copyMemory(null, pos, bytes, Unsafe.ARRAY_BYTE_BASE_OFFSET, nameLength); return new String(bytes, StandardCharsets.UTF_8); } } }