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* Common sense implementation

* fix filename

* formatting

* remove excess system.out.println

* fix hash collisions

* ajdust so taht segment size smaller than Integer.MAX_VALUE
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JurenIvan authored Feb 1, 2024
1 parent dda3c3b commit 1b23172
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19 changes: 19 additions & 0 deletions calculate_average_JurenIvan.sh
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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.
#

JAVA_OPTS="--enable-preview"
java $JAVA_OPTS --class-path target/average-1.0.0-SNAPSHOT.jar dev.morling.onebrc.CalculateAverage_JurenIvan
219 changes: 219 additions & 0 deletions src/main/java/dev/morling/onebrc/CalculateAverage_JurenIvan.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;

import java.io.IOException;
import java.io.RandomAccessFile;
import java.nio.channels.FileChannel;
import java.nio.file.Files;
import java.nio.file.Path;
import java.util.Arrays;
import java.util.Objects;
import java.util.TreeMap;
import java.util.stream.Collectors;
import java.util.stream.IntStream;

import static java.lang.Math.round;
import static java.nio.channels.FileChannel.MapMode.READ_ONLY;
import static java.nio.file.StandardOpenOption.READ;

public class CalculateAverage_JurenIvan {

private static final String FILE_NAME = "./measurements.txt";

public static void main(String[] args) throws IOException {
long[] segments = getSegments(Runtime.getRuntime().availableProcessors());

var result = IntStream.range(0, segments.length - 1)
.parallel()
.mapToObj(i -> processSegment(segments[i], segments[i + 1]))
.flatMap(m -> Arrays.stream(m.hashTable).filter(Objects::nonNull))
.collect(Collectors.toMap(m -> new String(m.city), m -> m, Measurement::merge, TreeMap::new));

System.out.println(result);
}

private static LinearProbingHashMap processSegment(long start, long end) {
var results = new LinearProbingHashMap(1 << 19);

try (var fileChannel = (FileChannel) Files.newByteChannel(Path.of(FILE_NAME), READ)) {
var bb = fileChannel.map(READ_ONLY, start, end - start);
var buffer = new byte[100];

int limit = bb.limit();
for (int startLine = bb.position(); startLine < limit; startLine = bb.position()) {
int currentPosition = startLine;

byte b;
int hash = 7;
int wordLen = 0;
while (currentPosition < end && (b = bb.get(currentPosition++)) != ';') {
buffer[wordLen++] = b;
hash = hash * 31 + b;
}

int temp;
int negative = 1;
if (bb.get(currentPosition) == '-') {
negative = -1;
currentPosition++;
}

if (bb.get(currentPosition + 1) == '.') {
temp = negative * ((bb.get(currentPosition) - '0') * 10 + (bb.get(currentPosition + 2) - '0'));
currentPosition += 3;
}
else {
temp = negative * ((bb.get(currentPosition) - '0') * 100 + ((bb.get(currentPosition + 1) - '0') * 10 + (bb.get(currentPosition + 3) - '0')));
currentPosition += 4;
}

currentPosition++;

results.put(hash, buffer, wordLen, temp);

bb.position(currentPosition);
}
}
catch (IOException e) {
throw new RuntimeException(e);
}
return results;
}

private static long[] getSegments(int segmentCount) throws IOException {
try (var raf = new RandomAccessFile(FILE_NAME, "r")) {
long fileSize = raf.length();

if (fileSize < 100000) {
long[] chunks = new long[2];
chunks[1] = fileSize;
return chunks;
}

while (fileSize / segmentCount >= (Integer.MAX_VALUE - 150)) {
segmentCount *= 2;
}

long[] chunks = new long[segmentCount + 1];

chunks[0] = 0;
long segmentSize = fileSize / segmentCount;

for (int i = 1; i < segmentCount; i++) {
long chunkOffset = chunks[i - 1] + segmentSize;
raf.seek(chunkOffset);
while (raf.readByte() != '\n') {
}
chunks[i] = raf.getFilePointer();
}
chunks[segmentCount] = fileSize;
return chunks;
}
}

public static class LinearProbingHashMap {
final Measurement[] hashTable;
int slots;

public LinearProbingHashMap(int slots) {
this.slots = slots;
this.hashTable = new Measurement[slots];
}

void put(int hash, byte[] key, int len, int temperature) {
hash = Math.abs(hash);
int index = hash & (slots - 1);

int i = index;
while (hashTable[i] != null) {
if (keyIsEqual(key, hashTable[i].city, len)) { // handling hash collisions
hashTable[i].add(temperature);
return;
}
i++;
if (i == slots) {
i = 0;
}
}

var cityArr = new byte[len];
System.arraycopy(key, 0, cityArr, 0, len);
hashTable[i] = new Measurement(cityArr, hash, temperature, temperature, 1, temperature);
}

private boolean keyIsEqual(byte[] one, byte[] other, int len) {
if (len != other.length)
return false;
for (int i = 0; i < len; i++) {
if (one[i] != other[i]) {
return false;
}
}
return true;
}

}

static class Measurement {
byte[] city;
int hash;
int min;
int max;
int count;
long sum;

public Measurement(byte[] city, int hash, int min, int max, int count, long sum) {
this.city = city;
this.hash = hash;
this.min = min;
this.max = max;
this.count = count;
this.sum = sum;
}

public void add(int temperature) {
min = Math.min(min, temperature);
max = Math.max(max, temperature);
count++;
sum += temperature;
}

public Measurement merge(Measurement other) {
min = Math.min(min, other.min);
max = Math.max(max, other.max);
count += other.count;
sum += other.sum;
return this;
}

@Override
public String toString() {
return (min * 1.0) / 10 + "/" + round((sum * 1.0) / count) / 10.0 + "/" + (max * 1.0) / 10;
}

@Override
public int hashCode() {
return hash;
}

@Override
public boolean equals(Object obj) {
return Arrays.equals(city, ((Measurement) obj).city);
}
}
}

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