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#!/bin/sh | ||
# | ||
# 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. | ||
# | ||
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JAVA_OPTS="" | ||
time java $JAVA_OPTS --class-path target/average-1.0.0-SNAPSHOT.jar dev.morling.onebrc.CalculateAverage_ebarlas measurements.txt 16 |
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src/main/java/dev/morling/onebrc/CalculateAverage_ebarlas.java
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/* | ||
* 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; | ||
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import java.io.IOException; | ||
import java.nio.ByteBuffer; | ||
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; | ||
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public class CalculateAverage_ebarlas { | ||
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private static final int HASH_FACTOR = 278; | ||
private static final int HASH_MOD = 3_487; | ||
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public static void main(String[] args) throws IOException, InterruptedException { | ||
if (args.length != 2) { | ||
System.out.println("Usage: java CalculateAverage <input-file> <partitions>"); | ||
System.exit(1); | ||
} | ||
var path = Paths.get(args[0]); | ||
var numPartitions = Integer.parseInt(args[1]); | ||
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); | ||
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)); | ||
} | ||
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private static void printResults(Stats[] stats) { // adheres to Gunnar's reference code | ||
var result = new TreeMap<String, String>(); | ||
for (var st : stats) { | ||
if (st != null) { | ||
var key = new String(st.key, StandardCharsets.UTF_8); | ||
result.put(key, format(st)); | ||
} | ||
} | ||
System.out.println(result); | ||
} | ||
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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); | ||
} | ||
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private static double round(double value) { // Gunnar's round function | ||
return Math.round(value * 10.0) / 10.0; | ||
} | ||
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private static Stats[] foldStats(List<Partition> 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 = target[j]; | ||
if (t == null) { | ||
target[j] = current[j]; // copy ref from current to target | ||
} else { | ||
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; | ||
} | ||
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private static void foldFootersAndHeaders(List<Partition> 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) { | ||
doProcessBuffer(ByteBuffer.wrap(merged), true, pPrev.stats); // fold into prev partition | ||
} | ||
} | ||
} | ||
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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; | ||
} | ||
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private static Partition processBuffer(ByteBuffer buffer, boolean first) { | ||
return doProcessBuffer(buffer, first, new Stats[HASH_MOD * 2]); | ||
} | ||
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private static Partition doProcessBuffer(ByteBuffer buffer, boolean first, Stats[] stats) { | ||
var readingKey = true; | ||
var keyHash = 0; | ||
var keyStart = 0; | ||
var negative = false; | ||
var val = 0; | ||
var header = first ? null : readHeader(buffer); | ||
Stats st = null; | ||
while (buffer.hasRemaining()) { | ||
var b = buffer.get(); | ||
if (readingKey) { | ||
if (b == ';') { | ||
var idx = HASH_MOD + keyHash % HASH_MOD; | ||
st = stats[idx]; | ||
if (st == null) { | ||
var key = new byte[buffer.position() - keyStart - 1]; | ||
buffer.get(keyStart, key, 0, key.length); | ||
st = stats[idx] = new Stats(key); | ||
} | ||
readingKey = false; | ||
} else { | ||
keyHash = HASH_FACTOR * keyHash + b; | ||
} | ||
} else { | ||
if (b == '\n') { | ||
var v = negative ? -val : val; | ||
st.min = Math.min(st.min, v); | ||
st.max = Math.max(st.max, v); | ||
st.sum += v; | ||
st.count++; | ||
readingKey = true; | ||
keyHash = 0; | ||
val = 0; | ||
negative = false; | ||
keyStart = buffer.position(); | ||
} else if (b == '-') { | ||
negative = true; | ||
} else if (b != '.') { // skip '.' since fractional tenth unit after decimal point is assumed | ||
val = val * 10 + (b - '0'); | ||
} | ||
} | ||
} | ||
var footer = keyStart < buffer.position() ? readFooter(buffer, keyStart) : null; | ||
return new Partition(header, footer, stats); | ||
} | ||
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private static byte[] readFooter(ByteBuffer buffer, int lineStart) { // read from line start to current pos (end-of-input) | ||
var footer = new byte[buffer.position() - lineStart]; | ||
buffer.get(lineStart, footer, 0, footer.length); | ||
return footer; | ||
} | ||
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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; | ||
} | ||
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record Partition(byte[] header, byte[] footer, Stats[] stats) {} | ||
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private static class Stats { // min, max, and sum values are modeled with integral types that represent tenths of a unit | ||
final byte[] key; | ||
int min = Integer.MAX_VALUE; | ||
int max = Integer.MIN_VALUE; | ||
long sum; | ||
long count; | ||
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Stats(byte[] key) { | ||
this.key = key; | ||
} | ||
} | ||
} |