1brc/src/main/java/dev/morling/onebrc/CalculateAverage_abeobk.java
Van Phu DO 271bdfb032
Simplify Node class with less field, improve hash mix speed (#584)
* Simplify Node class with less field, improve hash mix speed

* remove some ops, a bit faster

* more inline, little bit faster but not sure
2024-01-25 22:57:04 +01:00

372 lines
12 KiB
Java

/*
* 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.lang.foreign.Arena;
import java.lang.reflect.Field;
import java.nio.channels.FileChannel;
import java.nio.channels.FileChannel.MapMode;
import java.nio.charset.StandardCharsets;
import java.nio.file.Path;
import java.nio.file.StandardOpenOption;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.List;
import java.util.TreeMap;
import java.util.stream.IntStream;
import sun.misc.Unsafe;
public class CalculateAverage_abeobk {
private static final boolean SHOW_ANALYSIS = false;
private static final String FILE = "./measurements.txt";
private static final int BUCKET_SIZE = 1 << 16;
private static final int BUCKET_MASK = BUCKET_SIZE - 1;
private static final int MAX_STR_LEN = 100;
private static final int MAX_STATIONS = 10000;
private static final Unsafe UNSAFE = initUnsafe();
private static final long[] HASH_MASKS = new long[]{
0x0L,
0xffL,
0xffffL,
0xffffffL,
0xffffffffL,
0xffffffffffL,
0xffffffffffffL,
0xffffffffffffffL,
0xffffffffffffffffL, };
private static final void debug(String s, Object... args) {
System.out.println(String.format(s, args));
}
private static Unsafe initUnsafe() {
try {
Field theUnsafe = Unsafe.class.getDeclaredField("theUnsafe");
theUnsafe.setAccessible(true);
return (Unsafe) theUnsafe.get(Unsafe.class);
}
catch (Exception ex) {
throw new RuntimeException();
}
}
static class Stat {
Node node;
String key;
public final String toString() {
return (node.min / 10.0) + "/"
+ (Math.round(((double) node.sum / node.count)) / 10.0) + "/"
+ (node.max / 10.0);
}
Stat(Node n) {
node = n;
byte[] sbuf = new byte[MAX_STR_LEN];
long word = UNSAFE.getLong(n.addr);
long semipos_code = getSemiPosCode(word);
int keylen = 0;
while (semipos_code == 0) {
keylen += 8;
word = UNSAFE.getLong(n.addr + keylen);
semipos_code = getSemiPosCode(word);
}
keylen += Long.numberOfTrailingZeros(semipos_code) >>> 3;
UNSAFE.copyMemory(null, n.addr, sbuf, Unsafe.ARRAY_BYTE_BASE_OFFSET, keylen);
key = new String(sbuf, 0, keylen, StandardCharsets.UTF_8);
}
}
static class Node {
long addr;
long word0;
long tail;
long sum;
int count;
short min, max;
Node(long a, long t, short val) {
addr = a;
tail = t;
sum = min = max = val;
count = 1;
}
Node(long a, long w0, long t, short val) {
addr = a;
word0 = w0;
tail = t;
sum = min = max = val;
count = 1;
}
final void add(short val) {
sum += val;
count++;
if (val >= max) {
max = val;
return;
}
if (val < min) {
min = val;
}
}
final void merge(Node other) {
sum += other.sum;
count += other.count;
if (other.max > max) {
max = other.max;
}
if (other.min < min) {
min = other.min;
}
}
final boolean contentEquals(long other_addr, long other_word0, long other_tail, int keylen) {
if (word0 != other_word0 || tail != other_tail)
return false;
// this is faster than comparision if key is short
long xsum = 0;
int n = keylen & 0xF8;
for (int i = 8; i < n; i += 8) {
xsum |= (UNSAFE.getLong(addr + i) ^ UNSAFE.getLong(other_addr + i));
}
return xsum == 0;
}
}
// split into chunks
static long[] slice(long start_addr, long end_addr, long chunk_size, int cpu_cnt) {
long[] ptrs = new long[cpu_cnt + 1];
ptrs[0] = start_addr;
for (int i = 1; i < cpu_cnt; i++) {
long addr = start_addr + i * chunk_size;
while (addr < end_addr && UNSAFE.getByte(addr++) != '\n')
;
ptrs[i] = Math.min(addr, end_addr);
}
ptrs[cpu_cnt] = end_addr;
return ptrs;
}
// idea from royvanrijn
static final long getSemiPosCode(final long word) {
long xor_semi = word ^ 0x3b3b3b3b3b3b3b3bL; // xor with ;;;;;;;;
return (xor_semi - 0x0101010101010101L) & (~xor_semi & 0x8080808080808080L);
}
// speed/collision balance
static final int xxh32(long hash) {
long h = hash * 37;
return (int) (h ^ (h >>> 29));
}
// great idea from merykitty (Quan Anh Mai)
static final short parseNum(long num_word, int dot_pos) {
int shift = 28 - dot_pos;
long signed = (~num_word << 59) >> 63;
long dsmask = ~(signed & 0xFF);
long digits = ((num_word & dsmask) << shift) & 0x0F000F0F00L;
long abs_val = ((digits * 0x640a0001) >>> 32) & 0x3FF;
return (short) ((abs_val ^ signed) - signed);
}
// optimize for contest
// save as much slow memory access as possible
// about 50% key < 8chars, 25% key bettween 8-10 chars
// keylength histogram (%) = [0, 0, 0, 0, 4, 10, 21, 15, 13, 11, 6, 6, 4, 2...
static final Node[] parse(int thread_id, long start, long end) {
int cls = 0;
long addr = start;
var map = new Node[BUCKET_SIZE + MAX_STATIONS]; // extra space for collisions
// parse loop
while (addr < end) {
long row_addr = addr;
long word0 = UNSAFE.getLong(addr);
long semipos_code = getSemiPosCode(word0);
// about 50% chance key < 8 chars
if (semipos_code != 0) {
int semi_pos = Long.numberOfTrailingZeros(semipos_code) >>> 3;
addr += semi_pos + 1;
long num_word = UNSAFE.getLong(addr);
int dot_pos = Long.numberOfTrailingZeros(~num_word & 0x10101000);
addr += (dot_pos >>> 3) + 3;
long tail = word0 & HASH_MASKS[semi_pos];
int bucket = xxh32(tail) & BUCKET_MASK;
short val = parseNum(num_word, dot_pos);
while (true) {
var node = map[bucket];
if (node == null) {
map[bucket] = new Node(row_addr, tail, val);
break;
}
if (node.tail == tail) {
node.add(val);
break;
}
bucket++;
if (SHOW_ANALYSIS)
cls++;
}
continue;
}
addr += 8;
long word = UNSAFE.getLong(addr);
semipos_code = getSemiPosCode(word);
// 43% chance
if (semipos_code != 0) {
int semi_pos = Long.numberOfTrailingZeros(semipos_code) >>> 3;
addr += semi_pos + 1;
long num_word = UNSAFE.getLong(addr);
int dot_pos = Long.numberOfTrailingZeros(~num_word & 0x10101000);
addr += (dot_pos >>> 3) + 3;
long tail = (word & HASH_MASKS[semi_pos]);
int bucket = xxh32(word0 ^ tail) & BUCKET_MASK;
short val = parseNum(num_word, dot_pos);
while (true) {
var node = map[bucket];
if (node == null) {
map[bucket] = new Node(row_addr, word0, tail, val);
break;
}
if (node.word0 == word0 && node.tail == tail) {
node.add(val);
break;
}
bucket++;
if (SHOW_ANALYSIS)
cls++;
}
continue;
}
// why not going for more? tested, slower
long hash = word0;
while (semipos_code == 0) {
hash ^= word;
addr += 8;
word = UNSAFE.getLong(addr);
semipos_code = getSemiPosCode(word);
}
int semi_pos = Long.numberOfTrailingZeros(semipos_code) >>> 3;
addr += semi_pos;
int keylen = (int) (addr - row_addr);
long num_word = UNSAFE.getLong(addr + 1);
int dot_pos = Long.numberOfTrailingZeros(~num_word & 0x10101000);
addr += (dot_pos >>> 3) + 4;
long tail = (word & HASH_MASKS[semi_pos]);
int bucket = xxh32(hash ^ tail) & BUCKET_MASK;
short val = parseNum(num_word, dot_pos);
while (true) {
var node = map[bucket];
if (node == null) {
map[bucket] = new Node(row_addr, word0, tail, val);
break;
}
if (node.contentEquals(row_addr, word0, tail, keylen)) {
node.add(val);
break;
}
bucket++;
if (SHOW_ANALYSIS)
cls++;
}
}
if (SHOW_ANALYSIS) {
debug("Thread %d collision = %d", thread_id, cls);
}
return map;
}
// thomaswue trick
private static void spawnWorker() throws IOException {
ProcessHandle.Info info = ProcessHandle.current().info();
ArrayList<String> workerCommand = new ArrayList<>();
info.command().ifPresent(workerCommand::add);
info.arguments().ifPresent(args -> workerCommand.addAll(Arrays.asList(args)));
workerCommand.add("--worker");
new ProcessBuilder()
.command(workerCommand)
.start()
.getInputStream()
.transferTo(System.out);
}
public static void main(String[] args) throws InterruptedException, IOException {
// thomaswue trick
if (args.length == 0 || !("--worker".equals(args[0]))) {
spawnWorker();
return;
}
try (var file = FileChannel.open(Path.of(FILE), StandardOpenOption.READ)) {
long start_addr = file.map(MapMode.READ_ONLY, 0, file.size(), Arena.global()).address();
long file_size = file.size();
long end_addr = start_addr + file_size;
// only use all cpus on large file
int cpu_cnt = file_size < 1e6 ? 1 : Runtime.getRuntime().availableProcessors();
long chunk_size = Math.ceilDiv(file_size, cpu_cnt);
// processing
var ptrs = slice(start_addr, end_addr, chunk_size, cpu_cnt);
List<List<Stat>> maps = IntStream.range(0, cpu_cnt)
.mapToObj(thread_id -> parse(thread_id, ptrs[thread_id], ptrs[thread_id + 1]))
.map(map -> {
List<Stat> stats = new ArrayList<>();
for (var node : map) {
if (node == null)
continue;
stats.add(new Stat(node));
}
return stats;
})
.parallel()
.toList();
TreeMap<String, Stat> ms = new TreeMap<>();
for (var stats : maps) {
for (var s : stats) {
var stat = ms.putIfAbsent(s.key, s);
if (stat != null)
stat.node.merge(s.node);
}
}
// print result
System.out.println(ms);
System.out.close();
}
}
}