/* * 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.nio.BufferUnderflowException; import java.nio.ByteBuffer; import java.nio.ByteOrder; import java.nio.channels.FileChannel; import java.nio.charset.StandardCharsets; import java.nio.file.Paths; import java.nio.file.StandardOpenOption; import java.util.List; import java.util.TreeMap; public class CalculateAverage_ebarlas { private static final int MAX_KEY_SIZE = 100; private static final int HASH_FACTOR = 433; private static final int HASH_TBL_SIZE = 16_383; // range of allowed hash values, inclusive private static final Unsafe UNSAFE = makeUnsafe(); private static Unsafe makeUnsafe() { try { var f = Unsafe.class.getDeclaredField("theUnsafe"); f.setAccessible(true); return (Unsafe) f.get(null); } catch (NoSuchFieldException | IllegalAccessException e) { throw new RuntimeException(e); } } public static void main(String[] args) throws IOException, InterruptedException { var path = Paths.get("measurements.txt"); var numPartitions = Math.max(8, Runtime.getRuntime().availableProcessors()); var channel = FileChannel.open(path, StandardOpenOption.READ); var partitionSize = channel.size() / numPartitions; var partitions = new Partition[numPartitions]; var threads = new Thread[numPartitions]; for (int i = 0; i < numPartitions; i++) { var pIdx = i; var pStart = pIdx * partitionSize; var pEnd = pIdx == numPartitions - 1 ? channel.size() // last partition might be slightly larger : pStart + partitionSize; var pSize = pEnd - pStart; Runnable r = () -> { try { var buffer = channel.map(FileChannel.MapMode.READ_ONLY, pStart, pSize).order(ByteOrder.LITTLE_ENDIAN); partitions[pIdx] = processBuffer(buffer, pIdx == 0); } catch (IOException e) { throw new RuntimeException(e); } }; threads[i] = new Thread(r); threads[i].start(); } for (var thread : threads) { thread.join(); } var partitionList = List.of(partitions); foldFootersAndHeaders(partitionList); printResults(foldStats(partitionList)); } private static void printResults(Stats[] stats) { // adheres to Gunnar's reference code var result = new TreeMap(); for (var st : stats) { if (st != null) { var key = new String(convert(st.keyAddr, st.keyLen, st.lastBytes), StandardCharsets.UTF_8); result.put(key, format(st)); } } System.out.println(result); } private static byte[] convert(long keyAddr, int keyLen, int keyLastBytes) { var len = keyLastBytes == 4 ? keyLen * 4 // fully packed : (keyLen - 1) * 4 + keyLastBytes; // last int partially packed var bytes = new byte[len]; var idx = 0; for (long i = 0; i < keyLen; i++) { var offset = i << 2; var n = UNSAFE.getInt(keyAddr + offset); var bound = i == keyLen - 1 ? keyLastBytes : 4; for (int j = 0; j < bound; j++) { bytes[idx++] = (byte) (n & 0xFF); n >>>= 8; } } return bytes; } private static String format(Stats st) { // adheres to expected output format return round(st.min / 10.0) + "/" + round((st.sum / 10.0) / st.count) + "/" + round(st.max / 10.0); } private static double round(double value) { // Gunnar's round function return Math.round(value * 10.0) / 10.0; } private static Stats[] foldStats(List partitions) { // fold stats from all partitions into first partition var target = partitions.getFirst().stats; for (int i = 1; i < partitions.size(); i++) { var current = partitions.get(i).stats; for (int j = 0; j < current.length; j++) { if (current[j] != null) { var t = findInTable(target, current[j].hash, current[j].keyAddr, current[j].keyLen, current[j].lastBytes); t.min = Math.min(t.min, current[j].min); t.max = Math.max(t.max, current[j].max); t.sum += current[j].sum; t.count += current[j].count; } } } return target; } private static void foldFootersAndHeaders(List partitions) { // fold footers and headers into prev partition for (int i = 1; i < partitions.size(); i++) { var pNext = partitions.get(i); var pPrev = partitions.get(i - 1); var merged = mergeFooterAndHeader(pPrev.footer, pNext.header); if (merged != null && merged.length != 0) { if (merged[merged.length - 1] == '\n') { // fold into prev partition doProcessBuffer(ByteBuffer.wrap(merged).order(ByteOrder.LITTLE_ENDIAN), true, pPrev.stats); } else { // no newline appeared in partition, carry forward pNext.footer = merged; } } } } private static byte[] mergeFooterAndHeader(byte[] footer, byte[] header) { if (footer == null) { return header; } if (header == null) { return footer; } var merged = new byte[footer.length + header.length]; System.arraycopy(footer, 0, merged, 0, footer.length); System.arraycopy(header, 0, merged, footer.length, header.length); return merged; } private static Partition processBuffer(ByteBuffer buffer, boolean first) { return doProcessBuffer(buffer, first, new Stats[HASH_TBL_SIZE + 1]); } private static Partition doProcessBuffer(ByteBuffer buffer, boolean first, Stats[] stats) { var header = first ? null : readHeader(buffer); var keyStart = reallyDoProcessBuffer(buffer, stats); var footer = keyStart < buffer.limit() ? readFooter(buffer, keyStart) : null; return new Partition(header, footer, stats); } private static int reallyDoProcessBuffer(ByteBuffer buffer, Stats[] stats) { long keyBaseAddr = UNSAFE.allocateMemory(MAX_KEY_SIZE); int keyStart = 0; // start of key in buffer used for footer calc try { // abort with exception to allow optimistic line processing while (true) { // one line per iteration keyStart = buffer.position(); // preserve line start int keyHash = 0; // key hash code long keyAddr = keyBaseAddr; // address for next int int keyArrLen = 0; // number of key 4-byte ints int keyLastBytes; // occupancy in last byte (1, 2, 3, or 4) int val; // temperature value while (true) { int n = buffer.getInt(); byte b0 = (byte) (n & 0xFF); byte b1 = (byte) ((n >> 8) & 0xFF); byte b2 = (byte) ((n >> 16) & 0xFF); byte b3 = (byte) ((n >> 24) & 0xFF); if (b0 == ';') { // ...;1.1 val = getVal(buffer, b1, b2, b3, buffer.get()); keyLastBytes = 4; break; } else if (b1 == ';') { // ...a;1.1 val = getVal(buffer, b2, b3, buffer.get(), buffer.get()); UNSAFE.putInt(keyAddr, b0); keyLastBytes = 1; keyArrLen++; keyHash = HASH_FACTOR * keyHash + b0; break; } else if (b2 == ';') { // ...ab;1.1 val = getVal(buffer, b3, buffer.get(), buffer.get(), buffer.get()); UNSAFE.putInt(keyAddr, n & 0x0000FFFF); keyLastBytes = 2; keyArrLen++; keyHash = HASH_FACTOR * (HASH_FACTOR * keyHash + b0) + b1; break; } else if (b3 == ';') { // ...abc;1.1 UNSAFE.putInt(keyAddr, n & 0x00FFFFFF); keyLastBytes = 3; keyArrLen++; keyHash = HASH_FACTOR * (HASH_FACTOR * (HASH_FACTOR * keyHash + b0) + b1) + b2; n = buffer.getInt(); b0 = (byte) (n & 0xFF); b1 = (byte) ((n >> 8) & 0xFF); b2 = (byte) ((n >> 16) & 0xFF); b3 = (byte) ((n >> 24) & 0xFF); val = getVal(buffer, b0, b1, b2, b3); break; } else { UNSAFE.putInt(keyAddr, n); keyArrLen++; keyAddr += 4; keyHash = HASH_FACTOR * (HASH_FACTOR * (HASH_FACTOR * (HASH_FACTOR * keyHash + b0) + b1) + b2) + b3; } } var idx = keyHash & HASH_TBL_SIZE; var st = stats[idx]; if (st == null) { // nothing in table, eagerly claim spot st = stats[idx] = newStats(keyBaseAddr, keyArrLen, keyLastBytes, keyHash); } else if (!equals(st.keyAddr, st.keyLen, keyBaseAddr, keyArrLen)) { st = findInTable(stats, keyHash, keyBaseAddr, keyArrLen, keyLastBytes); } st.min = Math.min(st.min, val); st.max = Math.max(st.max, val); st.sum += val; st.count++; } } catch (BufferUnderflowException ignore) { } return keyStart; } private static boolean equals(long key1, int len1, long key2, int len2) { if (len1 != len2) { return false; } for (long i = 0; i < len1; i++) { var offset = i << 2; if (UNSAFE.getInt(key1 + offset) != UNSAFE.getInt(key2 + offset)) { return false; } } return true; } private static int getVal(ByteBuffer buffer, byte b0, byte b1, byte b2, byte b3) { if (b0 == '-') { if (b2 != '.') { // 6 bytes: -dd.dn var b = buffer.get(); buffer.get(); // newline return -(((b1 - '0') * 10 + (b2 - '0')) * 10 + (b - '0')); } else { // 5 bytes: -d.dn buffer.get(); // newline return -((b1 - '0') * 10 + (b3 - '0')); } } else { if (b1 != '.') { // 5 bytes: dd.dn buffer.get(); // newline return ((b0 - '0') * 10 + (b1 - '0')) * 10 + (b3 - '0'); } else { // 4 bytes: d.dn return (b0 - '0') * 10 + (b2 - '0'); } } } private static Stats findInTable(Stats[] stats, int hash, long keyAddr, int keyLen, int keyLastBytes) { // open-addressing scan var idx = hash & HASH_TBL_SIZE; var st = stats[idx]; while (st != null && !equals(st.keyAddr, st.keyLen, keyAddr, keyLen)) { idx = (idx + 1) % (HASH_TBL_SIZE + 1); st = stats[idx]; } if (st != null) { return st; } return stats[idx] = newStats(keyAddr, keyLen, keyLastBytes, hash); } private static Stats newStats(long keyAddr, int keyLen, int keyLastBytes, int hash) { var bytes = keyLen << 2; long k = UNSAFE.allocateMemory(bytes); UNSAFE.copyMemory(keyAddr, k, bytes); return new Stats(k, keyLen, keyLastBytes, hash); } private static byte[] readFooter(ByteBuffer buffer, int lineStart) { // read from line start to current pos (end-of-input) var footer = new byte[buffer.limit() - lineStart]; buffer.get(lineStart, footer, 0, footer.length); return footer; } private static byte[] readHeader(ByteBuffer buffer) { // read up to and including first newline (or end-of-input) while (buffer.hasRemaining() && buffer.get() != '\n') ; var header = new byte[buffer.position()]; buffer.get(0, header, 0, header.length); return header; } private static class Partition { byte[] header; byte[] footer; Stats[] stats; Partition(byte[] header, byte[] footer, Stats[] stats) { this.header = header; this.footer = footer; this.stats = stats; } } private static class Stats { // min, max, and sum values are modeled with integral types that represent tenths of a unit final long keyAddr; // address of 4-byte integer array final int keyLen; // number of 4-byte integers starting at address final int lastBytes; // number of bytes packed into last key int (1, 2, 3 or 4) final int hash; int min = Integer.MAX_VALUE; int max = Integer.MIN_VALUE; long sum; long count; Stats(long keyAddr, int keyLen, int lastBytes, int hash) { this.keyAddr = keyAddr; this.keyLen = keyLen; this.lastBytes = lastBytes; this.hash = hash; } } }