package main import ( "bufio" "code.google.com/p/weed-fs/go/glog" "code.google.com/p/weed-fs/go/operation" "code.google.com/p/weed-fs/go/util" "fmt" "io" "math" "math/rand" "os" "runtime" "runtime/pprof" "sort" "strings" "sync" "time" ) type BenchmarkOptions struct { server *string concurrency *int numberOfFiles *int fileSize *int idListFile *string write *bool read *bool sequentialRead *bool collection *string cpuprofile *string vid2server map[string]string //cache for vid locations } var ( b BenchmarkOptions ) func init() { cmdBenchmark.Run = runbenchmark // break init cycle cmdBenchmark.IsDebug = cmdBenchmark.Flag.Bool("debug", false, "verbose debug information") b.server = cmdBenchmark.Flag.String("server", "localhost:9333", "weedfs master location") b.concurrency = cmdBenchmark.Flag.Int("c", 16, "number of concurrent write or read processes") b.fileSize = cmdBenchmark.Flag.Int("size", 1024, "simulated file size in bytes") b.numberOfFiles = cmdBenchmark.Flag.Int("n", 1024*1024, "number of files to write for each thread") b.idListFile = cmdBenchmark.Flag.String("list", os.TempDir()+"/benchmark_list.txt", "list of uploaded file ids") b.write = cmdBenchmark.Flag.Bool("write", true, "enable write") b.read = cmdBenchmark.Flag.Bool("read", true, "enable read") b.sequentialRead = cmdBenchmark.Flag.Bool("readSequentially", false, "randomly read by ids from \"-list\" specified file") b.collection = cmdBenchmark.Flag.String("collection", "benchmark", "write data to this collection") b.cpuprofile = cmdBenchmark.Flag.String("cpuprofile", "", "write cpu profile to file") b.vid2server = make(map[string]string) } var cmdBenchmark = &Command{ UsageLine: "benchmark -server=localhost:9333 -c=10 -n=100000", Short: "benchmark on writing millions of files and read out", Long: `benchmark on an empty weed file system. Two tests during benchmark: 1) write lots of small files to the system 2) read the files out The file content is mostly zero, but no compression is done. You can choose to only benchmark read or write. During write, the list of uploaded file ids is stored in "-list" specified file. You can also use your own list of file ids to run read test. Write speed and read speed will be collected. The numbers are used to get a sense of the system. Usually your network or the hard drive is the real bottleneck. Another thing to watch is whether the volumes are evenly distributed to each volume server. Because the 7 more benchmark volumes are randomly distributed to servers with free slots, it's highly possible some servers have uneven amount of benchmark volumes. To remedy this, you can use this to grow the benchmark volumes before starting the benchmark command: http://localhost:9333/vol/grow?collection=benchmark&count=5 After benchmarking, you can clean up the written data by deleting the benchmark collection http://localhost:9333/col/delete?collection=benchmark `, } var ( wait sync.WaitGroup writeStats *stats readStats *stats ) func runbenchmark(cmd *Command, args []string) bool { fmt.Printf("This is Weed File System version %s %s %s\n", VERSION, runtime.GOOS, runtime.GOARCH) if *b.cpuprofile != "" { f, err := os.Create(*b.cpuprofile) if err != nil { glog.Fatal(err) } pprof.StartCPUProfile(f) defer pprof.StopCPUProfile() } if *b.write { bench_write() } if *b.read { bench_read() } return true } func bench_write() { fileIdLineChan := make(chan string) finishChan := make(chan bool) writeStats = newStats() idChan := make(chan int) wait.Add(*b.concurrency) go writeFileIds(*b.idListFile, fileIdLineChan, finishChan) for i := 0; i < *b.concurrency; i++ { go writeFiles(idChan, fileIdLineChan, writeStats) } writeStats.start = time.Now() go writeStats.checkProgress("Writing Benchmark", finishChan) for i := 0; i < *b.numberOfFiles; i++ { idChan <- i } close(idChan) wait.Wait() writeStats.end = time.Now() wait.Add(1) finishChan <- true finishChan <- true close(finishChan) wait.Wait() writeStats.printStats() } func bench_read() { fileIdLineChan := make(chan string) finishChan := make(chan bool) readStats = newStats() wait.Add(*b.concurrency) go readFileIds(*b.idListFile, fileIdLineChan) readStats.start = time.Now() go readStats.checkProgress("Randomly Reading Benchmark", finishChan) for i := 0; i < *b.concurrency; i++ { go readFiles(fileIdLineChan, readStats) } wait.Wait() finishChan <- true close(finishChan) readStats.end = time.Now() readStats.printStats() } func writeFiles(idChan chan int, fileIdLineChan chan string, s *stats) { serverLimitChan := make(map[string]chan bool) for { if id, ok := <-idChan; ok { start := time.Now() fp := &operation.FilePart{Reader: &FakeReader{id: uint64(id), size: int64(*b.fileSize)}, FileSize: int64(*b.fileSize)} if assignResult, err := operation.Assign(*b.server, 1, "", *b.collection); err == nil { fp.Server, fp.Fid, fp.Collection = assignResult.PublicUrl, assignResult.Fid, *b.collection if _, ok := serverLimitChan[fp.Server]; !ok { serverLimitChan[fp.Server] = make(chan bool, 7) } serverLimitChan[fp.Server] <- true if _, err := fp.Upload(0, *b.server); err == nil { fileIdLineChan <- fp.Fid s.completed++ s.transferred += int64(*b.fileSize) } else { s.failed++ } writeStats.addSample(time.Now().Sub(start)) <-serverLimitChan[fp.Server] if *cmdBenchmark.IsDebug { fmt.Printf("writing %d file %s\n", id, fp.Fid) } } else { s.failed++ println("writing file error:", err.Error()) } } else { break } } wait.Done() } func readFiles(fileIdLineChan chan string, s *stats) { serverLimitChan := make(map[string]chan bool) masterLimitChan := make(chan bool, 7) for { if fid, ok := <-fileIdLineChan; ok { if len(fid) == 0 { continue } if fid[0] == '#' { continue } if *cmdBenchmark.IsDebug { fmt.Printf("reading file %s\n", fid) } parts := strings.SplitN(fid, ",", 2) vid := parts[0] start := time.Now() if server, ok := b.vid2server[vid]; !ok { masterLimitChan <- true if ret, err := operation.Lookup(*b.server, vid); err == nil { if len(ret.Locations) > 0 { server = ret.Locations[0].PublicUrl b.vid2server[vid] = server } } <-masterLimitChan } if server, ok := b.vid2server[vid]; ok { if _, ok := serverLimitChan[server]; !ok { serverLimitChan[server] = make(chan bool, 7) } serverLimitChan[server] <- true url := "http://" + server + "/" + fid if bytesRead, err := util.Get(url); err == nil { s.completed++ s.transferred += int64(len(bytesRead)) readStats.addSample(time.Now().Sub(start)) } else { s.failed++ println("!!!! Failed to read from ", url, " !!!!!") } <-serverLimitChan[server] } else { s.failed++ println("!!!! volume id ", vid, " location not found!!!!!") } } else { break } } wait.Done() } func writeFileIds(fileName string, fileIdLineChan chan string, finishChan chan bool) { file, err := os.OpenFile(fileName, os.O_WRONLY|os.O_CREATE|os.O_TRUNC, 0644) if err != nil { glog.Fatalf("File to create file %s: %s\n", fileName, err) } defer file.Close() for { select { case <-finishChan: wait.Done() return case line := <-fileIdLineChan: file.Write([]byte(line)) file.Write([]byte("\n")) } } } func readFileIds(fileName string, fileIdLineChan chan string) { file, err := os.Open(fileName) // For read access. if err != nil { glog.Fatalf("File to read file %s: %s\n", fileName, err) } defer file.Close() r := bufio.NewReader(file) if *b.sequentialRead { for { if line, err := Readln(r); err == nil { fileIdLineChan <- string(line) } else { break } } } else { lines := make([]string, 0, *b.numberOfFiles) for { if line, err := Readln(r); err == nil { lines = append(lines, string(line)) } else { break } } for i := 0; i < *b.numberOfFiles; i++ { fileIdLineChan <- lines[rand.Intn(len(lines))] } } close(fileIdLineChan) } const ( benchResolution = 10000 //0.1 microsecond benchBucket = 1000000000 / benchResolution ) // An efficient statics collecting and rendering type stats struct { data []int overflow []int completed int failed int transferred int64 start time.Time end time.Time } var percentages = []int{50, 66, 75, 80, 90, 95, 98, 99, 100} func newStats() *stats { return &stats{data: make([]int, benchResolution), overflow: make([]int, 0)} } func (s *stats) addSample(d time.Duration) { index := int(d / benchBucket) if index < 0 { fmt.Printf("This request takes %3.1f seconds, skipping!\n", float64(index)/10000) } else if index < len(s.data) { s.data[int(d/benchBucket)]++ } else { s.overflow = append(s.overflow, index) } } func (s *stats) checkProgress(testName string, finishChan chan bool) { fmt.Printf("\n------------ %s ----------\n", testName) ticker := time.Tick(time.Second) lastCompleted, lastTransferred, lastTime := 0, int64(0), time.Now() for { select { case <-finishChan: return case t := <-ticker: completed, transferred, taken := s.completed-lastCompleted, s.transferred-lastTransferred, t.Sub(lastTime) fmt.Printf("Completed %d of %d requests, %3.1f%% %3.1f/s %3.1fMB/s\n", s.completed, *b.numberOfFiles, float64(s.completed)*100/float64(*b.numberOfFiles), float64(completed)*float64(int64(time.Second))/float64(int64(taken)), float64(transferred)*float64(int64(time.Second))/float64(int64(taken))/float64(1024*1024), ) lastCompleted, lastTransferred, lastTime = s.completed, s.transferred, t } } } func (s *stats) printStats() { timeTaken := float64(int64(s.end.Sub(s.start))) / 1000000000 fmt.Printf("\nConcurrency Level: %d\n", *b.concurrency) fmt.Printf("Time taken for tests: %.3f seconds\n", timeTaken) fmt.Printf("Complete requests: %d\n", s.completed) fmt.Printf("Failed requests: %d\n", s.failed) fmt.Printf("Total transferred: %d bytes\n", s.transferred) fmt.Printf("Requests per second: %.2f [#/sec]\n", float64(s.completed)/timeTaken) fmt.Printf("Transfer rate: %.2f [Kbytes/sec]\n", float64(s.transferred)/1024/timeTaken) n, sum := 0, 0 min, max := 10000000, 0 for i := 0; i < len(s.data); i++ { n += s.data[i] sum += s.data[i] * i if s.data[i] > 0 { if min > i { min = i } if max < i { max = i } } } n += len(s.overflow) for i := 0; i < len(s.overflow); i++ { sum += s.overflow[i] if min > s.overflow[i] { min = s.overflow[i] } if max < s.overflow[i] { max = s.overflow[i] } } avg := float64(sum) / float64(n) varianceSum := 0.0 for i := 0; i < len(s.data); i++ { if s.data[i] > 0 { d := float64(i) - avg varianceSum += d * d * float64(s.data[i]) } } for i := 0; i < len(s.overflow); i++ { d := float64(s.overflow[i]) - avg varianceSum += d * d } std := math.Sqrt(varianceSum / float64(n)) fmt.Printf("\nConnection Times (ms)\n") fmt.Printf(" min avg max std\n") fmt.Printf("Total: %2.1f %3.1f %3.1f %3.1f\n", float32(min)/10, float32(avg)/10, float32(max)/10, std/10) //printing percentiles fmt.Printf("\nPercentage of the requests served within a certain time (ms)\n") percentiles := make([]int, len(percentages)) for i := 0; i < len(percentages); i++ { percentiles[i] = n * percentages[i] / 100 } percentiles[len(percentiles)-1] = n percentileIndex := 0 currentSum := 0 for i := 0; i < len(s.data); i++ { currentSum += s.data[i] if s.data[i] > 0 && percentileIndex < len(percentiles) && currentSum >= percentiles[percentileIndex] { fmt.Printf(" %3d%% %5.1f ms\n", percentages[percentileIndex], float32(i)/10.0) percentileIndex++ for percentileIndex < len(percentiles) && currentSum >= percentiles[percentileIndex] { percentileIndex++ } } } sort.Ints(s.overflow) for i := 0; i < len(s.overflow); i++ { currentSum++ if percentileIndex < len(percentiles) && currentSum >= percentiles[percentileIndex] { fmt.Printf(" %3d%% %5.1f ms\n", percentages[percentileIndex], float32(s.overflow[i])/10.0) percentileIndex++ for percentileIndex < len(percentiles) && currentSum >= percentiles[percentileIndex] { percentileIndex++ } } } } // a fake reader to generate content to upload type FakeReader struct { id uint64 // an id number size int64 // max bytes } func (l *FakeReader) Read(p []byte) (n int, err error) { if l.size <= 0 { return 0, io.EOF } if int64(len(p)) > l.size { n = int(l.size) } else { n = len(p) } for i := 0; i < n-8; i += 8 { for s := uint(0); s < 8; s++ { p[i] = byte(l.id >> (s * 8)) } } l.size -= int64(n) return } func Readln(r *bufio.Reader) ([]byte, error) { var ( isPrefix bool = true err error = nil line, ln []byte ) for isPrefix && err == nil { line, isPrefix, err = r.ReadLine() ln = append(ln, line...) } return ln, err }