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* add elh's Go solution * update elh. fix a bad for loop and add some tuning env vars
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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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target/elh/1brc-go |
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#!/bin/bash | ||
# | ||
# 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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DOCKER_BUILDKIT=1 docker build -o target/elh src/main/go/elh |
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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. | ||
# | ||
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FROM golang AS builder | ||
WORKDIR /app | ||
COPY . ./ | ||
RUN go build -ldflags "-w -s" -o /1brc-go . | ||
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FROM scratch AS runner | ||
WORKDIR / | ||
COPY --from=builder /1brc-go / |
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module github.com/elh/1brc-go | ||
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go 1.21.5 |
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package main | ||
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import ( | ||
"bufio" | ||
"fmt" | ||
"io" | ||
"log" | ||
"math" | ||
"os" | ||
"path/filepath" | ||
"runtime" | ||
"runtime/pprof" | ||
"sort" | ||
"strconv" | ||
"strings" | ||
"sync" | ||
"time" | ||
"unsafe" | ||
) | ||
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// go run main.go [measurements_file] | ||
// tune env vars for performance | ||
// | ||
// Environment variables: | ||
// - NUM_PARSERS: number of parsers to run concurrently. if unset, defaults | ||
// to runtime.NumCPU() | ||
// - PARSE_CHUNK_SIZE_MB: size of each chunk to parse. if unset, defaults to | ||
// defaultParseChunkSize | ||
// - PROFILE: if "true", enables profiling | ||
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var ( | ||
// others: "heap", "threadcreate", "block", "mutex" | ||
profileTypes = []string{"goroutine", "allocs"} | ||
) | ||
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const ( | ||
defaultMeasurementsPath = "measurements.txt" | ||
maxNameLen = 100 | ||
maxNameNum = 10000 | ||
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// tuned for a 2023 Macbook M2 Pro | ||
defaultParseChunkSizeMB = 64 | ||
mb = 1024 * 1024 // bytes | ||
) | ||
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type Stats struct { | ||
Min, Max, Sum float64 | ||
Count int | ||
} | ||
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// rounding floats to 1 decimal place with 0.05 rounding up to 0.1 | ||
func round(x float64) float64 { | ||
return math.Floor((x+0.05)*10) / 10 | ||
} | ||
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// parseFloatFast is a high performance float parser using the assumption that | ||
// the byte slice will always have a single decimal digit. | ||
func parseFloatFast(bs []byte) float64 { | ||
var intStartIdx int // is negative? | ||
if bs[0] == '-' { | ||
intStartIdx = 1 | ||
} | ||
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v := float64(bs[len(bs)-1]-'0') / 10 // single decimal digit | ||
place := 1.0 | ||
for i := len(bs) - 3; i >= intStartIdx; i-- { // integer part | ||
v += float64(bs[i]-'0') * place | ||
place *= 10 | ||
} | ||
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if intStartIdx == 1 { | ||
v *= -1 | ||
} | ||
return v | ||
} | ||
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// size is the intended number of bytes to parse. buffer should be longer than size | ||
// because we need to continue reading until the end of the line in order to | ||
// properly segment the entire file and not miss any data. | ||
func parseAt(f *os.File, buf []byte, offset int64, size int) map[string]*Stats { | ||
stats := make(map[string]*Stats, maxNameNum) | ||
n, err := f.ReadAt(buf, offset) // load the buffer | ||
if err != nil && err != io.EOF { | ||
log.Fatal(err) | ||
} | ||
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lastName := make([]byte, maxNameLen) // last name parsed | ||
var lastNameLen int | ||
isScanningName := true // currently scanning name or value? | ||
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// if offset is non-zero, skip to the first new line | ||
var idx, start int | ||
if offset != 0 { | ||
for idx < n { | ||
if buf[idx] == '\n' { | ||
idx++ | ||
start = idx | ||
break | ||
} | ||
idx++ | ||
} | ||
} | ||
// tick tock between parsing names and values while accummulating stats | ||
for { | ||
if isScanningName { | ||
for idx < n { | ||
if buf[idx] == ';' { | ||
nameBs := buf[start:idx] | ||
lastNameLen = copy(lastName, nameBs) | ||
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idx++ | ||
start = idx | ||
isScanningName = false | ||
break | ||
} | ||
idx++ | ||
} | ||
} else { | ||
for idx < n { | ||
if buf[idx] == '\n' { | ||
valueBs := buf[start:idx] | ||
value := parseFloatFast(valueBs) | ||
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nameUnsafe := unsafe.String(&lastName[0], lastNameLen) | ||
if s, ok := stats[nameUnsafe]; !ok { | ||
name := string(lastName[:lastNameLen]) // actually allocate string | ||
stats[name] = &Stats{Min: value, Max: value, Sum: value, Count: 1} | ||
} else { | ||
if value < s.Min { | ||
s.Min = value | ||
} | ||
if value > s.Max { | ||
s.Max = value | ||
} | ||
s.Sum += value | ||
s.Count++ | ||
} | ||
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idx++ | ||
start = idx | ||
isScanningName = true | ||
break | ||
} | ||
idx++ | ||
} | ||
} | ||
// terminate when we hit the first newline after the intended size OR | ||
// when we hit the end of the file | ||
if (isScanningName && idx >= size) || idx >= n { | ||
break | ||
} | ||
} | ||
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return stats | ||
} | ||
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func printResults(stats map[string]*Stats) { // doesn't help | ||
// sorted alphabetically for output | ||
names := make([]string, 0, len(stats)) | ||
for name := range stats { | ||
names = append(names, name) | ||
} | ||
sort.Strings(names) | ||
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var builder strings.Builder | ||
for i, name := range names { | ||
s := stats[name] | ||
// gotcha: first round the sum to to remove float precision errors! | ||
avg := round(round(s.Sum) / float64(s.Count)) | ||
builder.WriteString(fmt.Sprintf("%s=%.1f/%.1f/%.1f", name, s.Min, avg, s.Max)) | ||
if i < len(names)-1 { | ||
builder.WriteString(", ") | ||
} | ||
} | ||
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writer := bufio.NewWriter(os.Stdout) | ||
fmt.Fprintf(writer, "{%s}\n", builder.String()) | ||
writer.Flush() | ||
} | ||
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// Read file in chunks and parse concurrently. N parsers work off of a chunk | ||
// offset chan and send results on an output chan. The results are merged into a | ||
// single map of stats and printed. | ||
func main() { | ||
// parse env vars and inputs | ||
shouldProfile := os.Getenv("PROFILE") == "true" | ||
var err error | ||
var numParsers int | ||
{ | ||
if os.Getenv("NUM_PARSERS") != "" { | ||
numParsers, err = strconv.Atoi(os.Getenv("NUM_PARSERS")) | ||
if err != nil { | ||
log.Fatal(fmt.Errorf("failed to parse NUM_PARSERS: %w", err)) | ||
} | ||
} else { | ||
numParsers = runtime.NumCPU() | ||
} | ||
} | ||
var parseChunkSize int | ||
{ | ||
if os.Getenv("PARSE_CHUNK_SIZE_MB") != "" { | ||
parseChunkSizeMB, err := strconv.Atoi(os.Getenv("PARSE_CHUNK_SIZE_MB")) | ||
if err != nil { | ||
log.Fatal(fmt.Errorf("failed to parse PARSE_CHUNK_SIZE_MB: %w", err)) | ||
} | ||
parseChunkSize = parseChunkSizeMB * mb | ||
} else { | ||
parseChunkSize = defaultParseChunkSizeMB * mb | ||
} | ||
} | ||
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measurementsPath := defaultMeasurementsPath | ||
if len(os.Args) > 1 { | ||
measurementsPath = os.Args[1] | ||
} | ||
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// profile code | ||
if shouldProfile { | ||
nowUnix := time.Now().Unix() | ||
os.MkdirAll(fmt.Sprintf("profiles/%d", nowUnix), 0755) | ||
for _, profileType := range profileTypes { | ||
file, _ := os.Create(fmt.Sprintf("profiles/%d/%s.%s.pprof", | ||
nowUnix, filepath.Base(measurementsPath), profileType)) | ||
defer file.Close() | ||
defer pprof.Lookup(profileType).WriteTo(file, 0) | ||
} | ||
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file, _ := os.Create(fmt.Sprintf("profiles/%d/%s.cpu.pprof", | ||
nowUnix, filepath.Base(measurementsPath))) | ||
defer file.Close() | ||
pprof.StartCPUProfile(file) | ||
defer pprof.StopCPUProfile() | ||
} | ||
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// read file | ||
f, err := os.Open(measurementsPath) | ||
if err != nil { | ||
log.Fatal(fmt.Errorf("failed to open %s file: %w", measurementsPath, err)) | ||
} | ||
defer f.Close() | ||
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info, err := f.Stat() | ||
if err != nil { | ||
log.Fatal(fmt.Errorf("failed to read %s file: %w", measurementsPath, err)) | ||
} | ||
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// kick off "parser" workers | ||
wg := sync.WaitGroup{} | ||
wg.Add(numParsers) | ||
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// buffered to not block on merging | ||
chunkOffsetCh := make(chan int64, numParsers) | ||
chunkStatsCh := make(chan map[string]*Stats, numParsers) | ||
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go func() { | ||
i := 0 | ||
for i < int(info.Size()) { | ||
chunkOffsetCh <- int64(i) | ||
i += parseChunkSize | ||
} | ||
close(chunkOffsetCh) | ||
}() | ||
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for i := 0; i < numParsers; i++ { | ||
// WARN: w/ extra padding for line overflow. Each chunk should be read past | ||
// the intended size to the next new line. 128 bytes should be enough for | ||
// a max 100 byte name + the float value. | ||
buf := make([]byte, parseChunkSize+128) | ||
go func() { | ||
for chunkOffset := range chunkOffsetCh { | ||
chunkStatsCh <- parseAt(f, buf, chunkOffset, parseChunkSize) | ||
} | ||
wg.Done() | ||
}() | ||
} | ||
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go func() { | ||
wg.Wait() | ||
close(chunkStatsCh) | ||
}() | ||
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mergedStats := make(map[string]*Stats, maxNameNum) | ||
for chunkStats := range chunkStatsCh { | ||
for name, s := range chunkStats { | ||
if ms, ok := mergedStats[name]; !ok { | ||
mergedStats[name] = s | ||
} else { | ||
if s.Min < ms.Min { | ||
ms.Min = s.Min | ||
} | ||
if s.Max > ms.Max { | ||
ms.Max = s.Max | ||
} | ||
ms.Sum += s.Sum | ||
ms.Count += s.Count | ||
} | ||
} | ||
} | ||
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printResults(mergedStats) | ||
} |