如何簡單地測算系統吞吐量

在流計算、數據傳輸之類的系統中,有時候需要統計、壓測下一下系統的吞吐能力,這裏寫了一段簡單實現記錄一下,方便以後使用,構造參數有兩個,一個是name,用於區分,一個是採樣週期。

發送或者接收代碼中調用update方法即可


public class ThroughputProbe extends TimerTask {
     private static Logger log = Logger.getLogger(ThroughputProbe.class);
     private long count = 0;
     private int sampleCount = 0;
     private long samplingRateInSeconds;
     private String name;
     private double maxThroughput = 0.0;
     private double minThroughput = Double.MAX_VALUE;
     private double accumulatedThroughput = 0.0;
     DecimalFormat formatter = new DecimalFormat("#.000");
     Timer timer;
     private long totalEventCount = 0;

public ThroughputProbe(String name, int samplingRateInSeconds){
    this.name = name;
    this.samplingRateInSeconds = samplingRateInSeconds;
}

public void startSampling(){
    count = 0l;
    timer = new Timer();
    timer.schedule(this, samplingRateInSeconds * 1000, samplingRateInSeconds * 1000);
}


public void update(){
    count++;
    totalEventCount++;
}


@Override
public void run() {
    if (log.isDebugEnabled()){
        if (totalEventCount > 0){
            double throughput = count / samplingRateInSeconds;

            if (maxThroughput < throughput){
                maxThroughput = throughput;
            }
            if (minThroughput > throughput && throughput != 0.0){
                minThroughput = throughput;
            }

            accumulatedThroughput += throughput;
            sampleCount++;

            log.debug("[ThroughputProbe:" + name + "] " + count + " events in " + samplingRateInSeconds
                    + " seconds. Throughput=" + formatter.format(throughput)
                    + " events/s.(Avg=" + formatter.format(accumulatedThroughput / sampleCount)
                    + " ,Max=" + formatter.format(maxThroughput)
                    + " ,Min=" + ((minThroughput == Double.MAX_VALUE) ? "0.0" : formatter.format(minThroughput))
                    + " ) TotalEvents=" + totalEventCount);

            count = 0l;
        }
    }
}
}

 

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