BRC Entry (#185)
* BRC Entry * Fix test cases * Fix last bug, a little re-org * Now with Unsafe! * A little more Unsafe
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Cliff Click
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14a0100265
20
calculate_average_cliffclick.sh
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20
calculate_average_cliffclick.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=""
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time java $JAVA_OPTS --class-path target/average-1.0.0-SNAPSHOT.jar dev.morling.onebrc.CalculateAverage_cliffclick
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/*
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* Copyright 2024 Cliff Click
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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.*;
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import java.lang.reflect.Field;
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import java.nio.MappedByteBuffer;
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import java.nio.channels.FileChannel;
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import java.nio.file.*;
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import java.util.Arrays;
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import sun.misc.Unsafe;
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abstract class CalculateAverage_cliffclick {
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// abstract class CNC {
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public static final int NCPUS = Runtime.getRuntime().availableProcessors();
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public static final long HASSEMI = 0x3B3B3B3B3B3B3B3BL;
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private static final Unsafe UNSAFE;
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private static long MMAP_ADDRESS;
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static {
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try {
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Field theUnsafe = Unsafe.class.getDeclaredField("theUnsafe");
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theUnsafe.setAccessible(true);
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UNSAFE = (Unsafe) theUnsafe.get(Unsafe.class);
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Field f;
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try {
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f = java.nio.Buffer.class.getDeclaredField("address");
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}
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catch (java.lang.NoSuchFieldException e) {
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throw new RuntimeException(e);
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}
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MMAP_ADDRESS = UNSAFE.objectFieldOffset(f);
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}
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catch (NoSuchFieldException | IllegalAccessException e) {
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throw new RuntimeException(e);
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}
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}
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public static void main(String[] args) throws Exception {
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if (args.length < 1)
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args = new String[]{ "measurements.txt" };
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Work w = work(args);
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String foo = w.toString();
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byte[] bar = new byte[foo.length()];
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foo.getBytes(0, foo.length(), bar, 0);
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System.out.write(bar);
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System.out.write('\n');
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}
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// General work flow:
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// Spawn threads. Make empty hash for sums, counts.
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// Seek to offset. Skip till newline. Parse to end of chunk, plus rest of partial line.
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// SWAR out city name into n8; both hash and uhash name.
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// Lookup in sums; if miss: insert map uhash to 0 cnt; insert map uhash to String name also;
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// if hit: bump count; same index in sums array, bump sums with scaled decimal
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// At end, grab more work until done.
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// At end, across all threads total sums & counts.
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// Compute averages, lookup names and print.
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static Work work(String[] args) throws Exception {
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File f = new File(args[0]);
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// How many threads?
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int ncpus = (int) Math.min((f.length() >> 14) + 1, NCPUS); // Keep 1<<14 min work
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long len = (f.length() / ncpus) + 1;
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Work[] WS = new Work[ncpus];
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Thread[] TS = new Thread[ncpus];
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// Spawn work on threads
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for (int i = 0; i < ncpus; i++) {
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long s = i * len;
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Work w = WS[i] = new Work();
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Thread T = TS[i] = new Thread() {
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public void run() {
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tstart(w, f, s, Math.min(len, f.length() - s));
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}
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};
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T.start();
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}
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TS[0].join();
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Work W = WS[0];
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for (int i = 1; i < ncpus; i++) {
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TS[i].join();
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W.reduce(WS[i]);
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}
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return W;
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}
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static void tstart(Work w, File f, long start, long len) {
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try {
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// Thread gets a chunk of work
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FileChannel fc = FileChannel.open(f.toPath(), StandardOpenOption.READ);
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final int MAX_MAP = 1 << 30;
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for (long s = start; s < start + len; s += MAX_MAP) {
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int maxlen = (int) Math.min(len + 1, MAX_MAP); // Length capped at MAX_MAP
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long rem = f.length() - s;
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int mlen = (int) Math.min(rem, maxlen + 100); // Add a little extra so can finish out a line
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int clen = (int) Math.min(rem, maxlen);
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// mmap is capped at MAX_MAP (plus change), or
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// to the end of the chosen parse length (plus change)
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// or the end of the file in any case
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MappedByteBuffer mmap = fc.map(FileChannel.MapMode.READ_ONLY, s, mlen);
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// Chunk runs to min(MAX_MAP, parse length, eof), plus it runs to the end
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// of any partial line.
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do_chunk(w, s > 0, clen, mmap);
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}
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}
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catch (IOException ioe) {
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throw new RuntimeException(ioe);
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}
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}
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// Has a zero byte in a long, copied straight from Hackers Delight
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static long has0(long x) {
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return (x - 0x0101010101010101L) & (~x) & 0x8080808080808080L;
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}
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// Parse a chunk, from 0 to limit in mmap. Runs past limit to finish any
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// partial line. If skip1, then skip any leading partial line.
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static void do_chunk(Work w, boolean skip1, int limit, MappedByteBuffer mmap) {
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assert mmap.isDirect();
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int idx = 0;
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int max = mmap.limit();
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long base = UNSAFE.getLong(mmap, MMAP_ADDRESS);
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// If start>0, skip until first newline
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if (skip1)
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idx = skipFirst(idx, base);
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// The very last entry will want to fetch 8 bytes, some of which may go
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// past the mmap max - do this entry now, before looping.
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if (limit == max)
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limit = skipLast(limit, w, base);
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// Edges of the ~2G region taken care of. Now do the giant middle part.
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// For this chunk of file do...
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while (idx < limit) {
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int cityx = idx; // Used if we find a new city name
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// SWAR read and build n8; the long-as-a-string value. Also track start
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// and end of the string, in case it is new and needs to be inserted into
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// the n8->city_name map.
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long n8 = 0;
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// Read a misaligned long
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long x = UNSAFE.getLong(base + idx);
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// Found semi ?
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long hasM = has0(x ^ HASSEMI);
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while (hasM == 0) {
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// Read 2nd word of city
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n8 ^= x;
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idx += 8;
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// Read a misaligned long
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x = UNSAFE.getLong(base + idx);
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// Found semi ?
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hasM = has0(x ^ HASSEMI);
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}
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// Found a semicolon this word.
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// The high bit of the byte in question is set.
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int shr = Long.numberOfTrailingZeros(hasM) + 1;
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if (shr > 8) {
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int shr2 = 72 - shr;
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n8 ^= (x << shr2) >> shr2;
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idx += (shr >> 3) - 1;
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}
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// Skip semicolon
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idx++;
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// Reading tempature, and add
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idx = parseData(idx, w, cityx, n8, base);
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}
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}
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// The very last entry will want to fetch 8 bytes, some of which may go
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// past the mmap max - do this entry now, before looping.
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private static int skipLast(int limit, Work w, long base) {
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limit--;
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while (limit > 0 && UNSAFE.getByte(base + limit - 1) != '\n')
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limit--;
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long n8 = 0, mask = 0, c;
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int i = limit;
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while ((c = UNSAFE.getByte(base + i)) != ';') {
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mask = (mask >> 8) | (c << 56);
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i++;
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if (((limit - i) & 7) == 0) {
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n8 ^= mask;
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mask = 0;
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}
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}
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int shr = (limit - i) & 7;
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n8 ^= (mask >> (shr << 3));
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parseData(i + 1, w, limit, n8, base);
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return limit;
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}
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// Parse temp data, and insert entry into hash table
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private static int parseData(int idx, Work w, int cityx, long n8, long base) {
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// Reading tempature:
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int temp = 0;
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boolean neg = false;
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byte b = UNSAFE.getByte(base + idx++);
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if (b == '-') {
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neg = true;
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b = UNSAFE.getByte(base + idx++);
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}
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temp = b - '0';
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b = UNSAFE.getByte(base + idx++);
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if (b != '.') {
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temp = temp * 10 + b - '0';
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idx++;
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}
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// Read fraction digit; scaled decimal temp
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b = UNSAFE.getByte(base + idx++);
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temp = temp * 10 + b - '0';
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if (neg)
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temp = -temp;
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// Skip newline
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idx++;
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// F*KING WINDOWS.
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// Skip CR
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// idx++;
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w.insert(n8, temp, base, cityx);
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return idx;
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}
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private static int skipFirst(int idx, long base) {
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while (UNSAFE.getByte(base + idx++) != '\n')
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;
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// WINDOWS
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// idx++;
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return idx;
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}
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private static class Work {
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private static final int TAB_SIZE = 0x4000; // 512 for 413 cities
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// Fixed size hashtable. Longs are packed to hold the data.
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// cnt uhash
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// 8 7 6 5 4 3 2 1
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// min max temp sum
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// 8 7 6 5 4 3 2 1
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long[] table = new long[TAB_SIZE * 2]; //
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String[] cities = new String[TAB_SIZE]; // Same index holds city names
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// Gather for city bits
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final byte[] city = new byte[256];
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int reprobes;
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void insert(long n8, int temp, long base, int cityx) {
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// 3 bytes uniquely id city, left at 4
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int uhash = (int) uhash_final(n8);
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// Index in small table
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int ihash = hash_hash(uhash);
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long cnt_key = table[(ihash << 1)];
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long min_max = table[(ihash << 1) + 1];
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int key = key(cnt_key);
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while (key != uhash) {
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if (key == 0) {
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// Miss in hash table
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cnt_key = uhash & 0xFFFFFFFFL;
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min_max = min_max(0x7FFF, 0xF000, 0);
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// Put city name in cities
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new_city(ihash, base + cityx);
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break;
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}
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// Reprobe. Seeiong 53M reprobes out of 1000M rows, so a 5.3% reprobe rate
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ihash = reprobe(ihash, uhash);
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cnt_key = table[(ihash << 1)];
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min_max = table[(ihash << 1) + 1];
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key = key(cnt_key);
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}
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// assert cities[ihash].equals(toChar(n8)) : String.format("uhash=0x%08x %s %s, FAILS FOR %d",uhash,cities[ihash],toChar(n8),X0);
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// Break down parts
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int min = min(min_max);
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min = Math.min(min, temp);
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int max = max(min_max);
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max = Math.max(max, temp);
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int sum = temp(min_max);
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sum += temp;
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min_max = min_max(min, max, sum);
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// Back into table
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table[(ihash << 1)] = cnt_key + (1L << 32);
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table[(ihash << 1) + 1] = min_max;
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}
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// Hash the n8 value; the 3 bytes uniquely identify the city.
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static long uhash_final(long n8) {
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return n8 ^ (n8 >> 29);
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}
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// New city
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void new_city(int ihash, long base_cityx) {
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// Put city name in cities
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int i = 0;
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byte c;
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while ((c = UNSAFE.getByte(base_cityx++)) != ';')
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city[i++] = c;
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cities[ihash] = new String(city, 0, 0, i);
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}
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private static int hash_hash(int uhash) {
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// Index in small table
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int ihash = uhash;
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ihash = ihash ^ (ihash >> 17);
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ihash = ihash + 29 * uhash;
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ihash &= (TAB_SIZE - 1);
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return ihash;
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}
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private static int reprobe(int ihash, int uhash) {
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return (ihash + (uhash | 1)) & (TAB_SIZE - 1);
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}
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// Convert the large unique hash into a smaller table hash
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int ihash(int uhash) {
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// Index in small table
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int ihash = hash_hash(uhash);
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long cnt_key = table[ihash << 1];
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int key = key(cnt_key);
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while (key != uhash) {
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if (key == 0)
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return ihash;
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// Reprobe
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ihash = reprobe(ihash, uhash);
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cnt_key = table[(ihash << 1)];
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key = key(cnt_key);
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}
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return ihash;
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}
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void reduce(Work w) {
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for (int i = 0; i < w.cities.length; i++) {
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if (w.cities[i] == null)
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continue;
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// Break down parts
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long cnt_key = w.table[(i << 1)];
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long min_max = w.table[(i << 1) + 1];
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int cnt = cnt(cnt_key);
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int key = key(cnt_key);
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int min = min(min_max);
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int max = max(min_max);
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int sum = temp(min_max);
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// Find key in local table
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int ihash = ihash(key);
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long cnt_key0 = table[(ihash << 1)];
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long min_max0 = table[(ihash << 1) + 1];
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int cnt0 = cnt(cnt_key0);
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int key0 = key(cnt_key0);
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int min0 = min(min_max0);
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int max0 = max(min_max0);
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int sum0 = temp(min_max0);
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cnt0 += cnt;
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sum0 += sum;
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min0 = Math.min(min0, min);
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max0 = Math.max(max0, max);
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if (key0 == 0) {
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key0 = key;
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min0 = min;
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cities[ihash] = w.cities[i];
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}
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table[(ihash << 1)] = cnt_key(cnt0, key0);
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table[(ihash << 1) + 1] = min_max(min0, max0, sum0);
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}
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}
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static int key(long cnt_key) {
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return (int) cnt_key;
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}
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static int cnt(long cnt_key) {
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return (int) (cnt_key >> 32);
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}
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static int min(long min_max) {
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return (int) (min_max >> 48);
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} // Signed right shift; min often negative
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static int max(long min_max) {
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return (short) ((min_max >>> 32) & 0xFFFF);
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}// Unsigned right shift;
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static int temp(long min_max) {
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return (int) min_max;
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}; // Low int
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static long cnt_key(int cnt, int key) {
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return ((long) cnt << 32) | (key & 0xFFFFFFFFL);
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}
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static long min_max(int min, int max, int sum) {
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return ((long) min << 48) | ((long) (max & 0xFFFF) << 32) | (((long) sum) & 0xFFFFFFFFL);
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}
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@Override
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public String toString() {
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int ncitys = 0; // totals 413
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for (int i = 0; i < TAB_SIZE; i++)
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if (cities[i] != null)
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ncitys++;
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// Index of city entries
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Integer[] is = new Integer[ncitys];
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for (int i = 0, j = 0; i < TAB_SIZE; i++)
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if (cities[i] != null)
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is[j++] = i;
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// Sort indices
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Arrays.sort(is, (x, y) -> cities[x].compareTo(cities[y]));
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StringBuilder sb = new StringBuilder().append("{");
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for (int i : is) {
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String city = cities[i];
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int cnt = cnt(table[(i << 1)]);
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long min_max = table[(i << 1) + 1];
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double min = min(min_max) / 10.0;
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double max = max(min_max) / 10.0;
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double temp = temp(min_max) / 10.0;
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double mean = temp / cnt;
|
||||
sb.append(String.format("%s=%.1f/%.1f/%.1f, ", city, min, mean, max));
|
||||
}
|
||||
if (sb.length() > 2)
|
||||
sb.setLength(sb.length() - 2);
|
||||
return sb.append("}").toString();
|
||||
}
|
||||
}
|
||||
|
||||
// Debugging utilities
|
||||
static String toHex(byte[] bs) {
|
||||
StringBuilder sb = new StringBuilder().append("[");
|
||||
for (byte b : bs)
|
||||
sb.append(String.format("%02X,", b));
|
||||
sb.setLength(sb.length() - 1);
|
||||
return sb.append("]").toString();
|
||||
}
|
||||
|
||||
static String toChar(long x) {
|
||||
StringBuilder sb = new StringBuilder();
|
||||
for (int i = 0; i < 8; i++) {
|
||||
char c = (char) (x & 0xFF);
|
||||
if (c != 0)
|
||||
sb.append(c);
|
||||
x >>= 8;
|
||||
}
|
||||
return sb.toString();
|
||||
}
|
||||
}
|
||||
Loading…
Reference in New Issue
Block a user