package pcp import ( "bitbucket.org/sunybingcloud/electron/rapl" "bufio" "container/ring" "log" "os" "os/exec" "sort" "strconv" "strings" "syscall" "math" "bitbucket.org/sunybingcloud/electron/constants" ) func round(num float64) int { return int(math.Floor(num + math.Copysign(0.5, num))) } func getNextCapValue(curCapValue float64, precision int) float64 { output := math.Pow(10, float64(precision)) return float64(round(curCapValue * output)) / output } func StartPCPLogAndProgressiveExtremaCap(quit chan struct{}, logging *bool, prefix string, hiThreshold, loThreshold float64) { const pcpCommand string = "pmdumptext -m -l -f '' -t 1.0 -d , -c config" cmd := exec.Command("sh", "-c", pcpCommand) cmd.SysProcAttr = &syscall.SysProcAttr{Setpgid: true} if hiThreshold < loThreshold { log.Println("High threshold is lower than the low threshold") } logFile, err := os.Create("./" + prefix + ".pcplog") if err != nil { log.Fatal(err) } defer logFile.Close() pipe, err := cmd.StdoutPipe() if err != nil { log.Fatal(err) } //cmd.Stdout = stdout scanner := bufio.NewScanner(pipe) go func(logging *bool, hiThreshold, loThreshold float64) { // Get names of the columns scanner.Scan() // Write to logfile logFile.WriteString(scanner.Text() + "\n") headers := strings.Split(scanner.Text(), ",") powerIndexes := make([]int, 0, 0) powerHistories := make(map[string]*ring.Ring) indexToHost := make(map[int]string) for i, hostMetric := range headers { metricSplit := strings.Split(hostMetric, ":") //log.Printf("%d Host %s: Metric: %s\n", i, split[0], split[1]) if strings.Contains(metricSplit[1], "RAPL_ENERGY_PKG") || strings.Contains(metricSplit[1], "RAPL_ENERGY_DRAM") { //fmt.Println("Index: ", i) powerIndexes = append(powerIndexes, i) indexToHost[i] = metricSplit[0] // Only create one ring per host if _, ok := powerHistories[metricSplit[0]]; !ok { powerHistories[metricSplit[0]] = ring.New(20) // Two PKGS, two DRAM per node, 20 = 5 seconds of tracking } } } // Throw away first set of results scanner.Scan() //cappedHosts := make(map[string]bool) // Keep track of the capped victims and the corresponding cap value. cappedVictims := make(map[string]float64) orderCapped := make([]string, 0, 8) clusterPowerHist := ring.New(5) seconds := 0 for scanner.Scan() { if *logging { log.Println("Logging PCP...") split := strings.Split(scanner.Text(), ",") logFile.WriteString(scanner.Text() + "\n") totalPower := 0.0 for _, powerIndex := range powerIndexes { power, _ := strconv.ParseFloat(split[powerIndex], 64) host := indexToHost[powerIndex] powerHistories[host].Value = power powerHistories[host] = powerHistories[host].Next() log.Printf("Host: %s, Power: %f", indexToHost[powerIndex], (power * RAPLUnits)) totalPower += power } clusterPower := totalPower * RAPLUnits clusterPowerHist.Value = clusterPower clusterPowerHist = clusterPowerHist.Next() clusterMean := averageClusterPowerHistory(clusterPowerHist) log.Printf("Total power: %f, %d Sec Avg: %f", clusterPower, clusterPowerHist.Len(), clusterMean) if clusterMean >= hiThreshold { log.Printf("Need to cap a node") // Create statics for all victims and choose one to cap victims := make([]Victim, 0, 8) // TODO: Just keep track of the largest to reduce fron nlogn to n for name, history := range powerHistories { histMean := averageNodePowerHistory(history) // Consider doing mean calculations using go routines if we need to speed up victims = append(victims, Victim{Watts: histMean, Host: name}) } sort.Sort(VictimSorter(victims)) // Sort by average wattage // Finding the best victim to cap. for i := 0; i < len(victims); i++ { if curCapValue, ok := cappedVictims[victims[i].Host]; ok { // checking whether we can continue to cap this host. // If yes, then we cap it to half the current cap value. // Else, we push it to the orderedCapped and continue. if curCapValue > constants.CapThreshold { newCapValue := getNextCapValue(curCapValue/2.0, 1) if err := rapl.Cap(victims[0].Host, "rapl", newCapValue); err != nil { log.Print("Error capping host") } // Updating the curCapValue in cappedVictims cappedVictims[victims[0].Host] = newCapValue break } else { // deleting entry in cappedVictims delete(cappedVictims, victims[i].Host) // Now this host can be uncapped. orderCapped = append(orderCapped, victims[i].Host) } } } } else if clusterMean < loThreshold { if len(orderCapped) > 0 { host := orderCapped[len(orderCapped)-1] orderCapped = orderCapped[:len(orderCapped)-1] // cappedVictims would contain the latest cap value for this host. newCapValue := getNextCapValue(cappedVictims[host]/2.0, 1) if err := rapl.Cap(host, "rapl", newCapValue); err != nil { log.Print("Error capping host") } // Adding entry for the host to cappedVictims cappedVictims[host] = newCapValue // Now this host can be capped again. } } } seconds++ } }(logging, hiThreshold, loThreshold) }