First Version (#292)
* First Version First draft; stole chunking but it's bad Forgot my changes No regex building Clean & optim I was not benchmarking myself T_T Faaaster First Version * Update calculate_average_samuelyvon.sh Co-authored-by: Gunnar Morling <gunnar.morling@googlemail.com> * Add prepare script * Fix rounding * Fix format * Fixing casing * Formats of sorts? * Rename --------- Co-authored-by: Gunnar Morling <gunnar.morling@googlemail.com>
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calculate_average_SamuelYvon.sh
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calculate_average_SamuelYvon.sh
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#!/bin/sh
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#
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# Copyright 2023 The original authors
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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#
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JAVA_OPTS="--enable-preview"
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java $JAVA_OPTS --class-path target/average-1.0.0-SNAPSHOT.jar dev.morling.onebrc.CalculateAverage_samuelyvon
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prepare_SamuelYvon.sh
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prepare_SamuelYvon.sh
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#!/bin/bash
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#
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# Copyright 2023 The original authors
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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#
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source "$HOME/.sdkman/bin/sdkman-init.sh"
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sdk use java 21.0.1-graal 1>&2
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/*
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* Copyright 2023 The original authors
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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package dev.morling.onebrc;
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import java.io.IOException;
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import java.io.RandomAccessFile;
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import java.nio.MappedByteBuffer;
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import java.nio.channels.FileChannel;
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import java.nio.charset.StandardCharsets;
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import java.util.*;
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import java.util.stream.Collectors;
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/**
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* Samuel Yvon's entry.
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* <p>
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* Explanation behind my reasoning:
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* - I want to make it as fast as possible without it being an unreadable mess; I want to avoid bit fiddling UTF-8
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* and use the provided facilities
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* - I use the fact that we know the number of stations to optimize HashMap creation (75% rule)
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* - I stole branch-less compare from royvanrijn
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* - I assume valid ASCII encoding for the number part, which allows me to parse it manually
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* (should hold for valid UTF-8)
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* - I have not done Java in forever. Especially what the heck it's become. I've looked at the other submissions and
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* the given sample to get inspiration. I did not even know about this Stream API thing.
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* </p>
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*
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* <p>
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* Future ideas:
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* - Probably can Vector-Apirize the number parsing (but it's three to four numbers, is it worth?)
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* </p>
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*
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* <p>
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* Observations:
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* - [2024-01-09] The branch-less code from royvarijn does not have a huge impact
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* </p>
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*
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* <p>
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* Changelogs:
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* 2024-01-09: Naive multi-threaded, no floats, manual line parsing
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* </p>
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*/
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public class CalculateAverage_samuelyvon {
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private static final String FILE = "./measurements.txt";
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private static final int MAX_STATIONS = 10000;
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private static final byte SEMICOL = 0x3B;
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private static final byte MINUS = '-';
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private static final byte ZERO = '0';
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private static final byte NEWLINE = '\n';
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// The minimum line length in bytes (over-egg.)
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private static final int MIN_LINE_LENGTH_BYTES = 200;
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/**
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* Branchless min (unprecise for large numbers, but good enough)
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*
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* @author royvanrijn
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*/
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private static int branchlessMax(final int a, final int b) {
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final int diff = a - b;
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final int dsgn = diff >> 31;
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return a - (diff & dsgn);
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}
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/**
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* Branchless min (unprecise for large numbers, but good enough)
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*
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* @author royvanrijn
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*/
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private static int branchlessMin(final int a, final int b) {
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final int diff = a - b;
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final int dsgn = diff >> 31;
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return b + (diff & dsgn);
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}
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private static class StationMeasureAgg {
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private int min;
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private int max;
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private long sum;
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private long count;
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private final String city;
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public StationMeasureAgg(String city) {
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// Actual numbers are between -99.9 and 99.9, but we *10 to avoid float
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this.city = city;
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min = 1000;
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max = -1000;
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sum = 0;
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count = 0;
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}
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public String city() {
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return this.city;
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}
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public StationMeasureAgg mergeWith(StationMeasureAgg other) {
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min = branchlessMin(min, other.min);
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max = branchlessMax(max, other.max);
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sum += other.sum;
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count += other.count;
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return this;
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}
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public void accumulate(int number) {
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min = branchlessMin(min, number);
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max = branchlessMax(max, number);
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sum += number;
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count++;
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}
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@Override
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public String toString() {
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double min = Math.round((double) this.min) / 10.0;
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double max = Math.round((double) this.max) / 10.0;
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double mean = Math.round((((double) this.sum / this.count))) / 10.0;
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return min + "/" + mean + "/" + max;
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}
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}
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private static HashMap<String, StationMeasureAgg> parseChunk(MappedByteBuffer chunk) {
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HashMap<String, StationMeasureAgg> m = HashMap.newHashMap(MAX_STATIONS);
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int i = 0;
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while (i < chunk.limit()) {
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int j = i;
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for (; j < chunk.limit(); ++j) {
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// TODO: Could compute a hash here, store a byte array, and decode UTF-8 at the
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// latest moment.
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if (chunk.get(j) == SEMICOL) {
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break;
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}
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}
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byte[] backingNameArray = new byte[j - i];
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chunk.get(i, backingNameArray);
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String name = new String(backingNameArray, StandardCharsets.UTF_8);
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// Skip the `;`
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j++;
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// Parse the int ourselves, avoids a 'String::replace' to remove the
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// digit.
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int temp = 0;
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boolean neg = chunk.get(j) == MINUS;
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for (j = j + (neg ? 1 : 0); j < chunk.limit(); ++j) {
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temp *= 10;
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byte c = chunk.get(j);
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if (c != '.') {
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temp += (char) (c - ZERO);
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}
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else {
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j++;
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break;
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}
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}
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// The decimal point
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temp += (char) (chunk.get(j) - ZERO);
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i = j + 1;
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while (chunk.get(i++) != '\n')
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;
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if (neg)
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temp = -temp;
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m.computeIfAbsent(name, StationMeasureAgg::new).accumulate(temp);
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}
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return m;
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}
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private static int approximateChunks() {
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// https://stackoverflow.com/a/4759606
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// I don't remember Java :D
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return Runtime.getRuntime().availableProcessors();
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}
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private static List<MappedByteBuffer> getFileChunks() throws IOException {
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int approxChunkCount = approximateChunks();
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List<MappedByteBuffer> fileChunks = new ArrayList<>(approxChunkCount * 2);
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// Compute chunks offsets and lengths
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try (RandomAccessFile file = new RandomAccessFile(FILE, "r")) {
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long totalOffset = 0;
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long fLength = file.length();
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long approximateLength = Long.max(fLength / approxChunkCount, MIN_LINE_LENGTH_BYTES);
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while (totalOffset < fLength) {
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long offset = totalOffset;
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int length = (int) approximateLength;
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boolean eof = offset + length >= fLength;
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if (eof) {
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length = (int) (fLength - offset);
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}
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MappedByteBuffer out = file.getChannel().map(FileChannel.MapMode.READ_ONLY, totalOffset, length);
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while (out.get(length - 1) != NEWLINE) {
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length--;
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}
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out.position(0);
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out.limit(length);
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fileChunks.add(out);
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totalOffset += length;
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}
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}
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return fileChunks;
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}
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public static void main(String[] args) throws IOException {
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var fileChunks = getFileChunks();
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// Map per core, giving the non-overlapping memory slices
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final Map<String, StationMeasureAgg> sortedMeasures = fileChunks.parallelStream().map(CalculateAverage_samuelyvon::parseChunk)
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.flatMap(x -> x.values().stream()).collect(Collectors.toMap(StationMeasureAgg::city, x -> x, StationMeasureAgg::mergeWith, TreeMap::new));
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System.out.println(sortedMeasures);
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}
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}
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