def randomizeProperty(self, nodeName, propertyName, associatedData=None):
        """
            Randomizes a property for a given node, returning its new value
        """

        # the following machines will have poor health
        if nodeName in self.badMachines:
            if propertyName == "health":
                return normalizeValue(self.nodeState[nodeName][propertyName] + self.badNodeHealthDelta[associatedData['severity']])
            elif propertyName == "memoryUsage":
                return normalizeValue(self.nodeState[nodeName][propertyName] + getRandomElement(self.badNodeMemoryDelta))

        if propertyName == "memoryUsage":
            return normalizeValue(self.nodeState[nodeName][propertyName] + numpy.random.normal(loc=-0.025, scale=0.05))

        return RandomSimulator.randomizeProperty(self, nodeName, propertyName, associatedData)
Exemplo n.º 2
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    def randomizeProperty(self, nodeName, propertyName, associatedData=None):
        """
            Randomizes a property for a given node, returning its new value
        """

        # rack1 will have low CPU & memory utilization
        if propertyName == "cpuUsage" and "machine1" in nodeName:
            return normalizeValue(self.nodeState[nodeName][propertyName] + getRandomElement(self.lowCpuUsageDelta))

        # rack3 will have high CPU utilization
        elif propertyName == "cpuUsage" and "machine3" in nodeName:
            return normalizeValue(self.nodeState[nodeName][propertyName] + getRandomElement(self.highCpuUsageDelta))

        if propertyName == "contextSwitchRate":
            return normalizeValue(self.nodeState[nodeName]["cpuUsage"] + numpy.random.normal(loc=0, scale=0.10))

        else:
            return RandomSimulator.randomizeProperty(self, nodeName, propertyName, associatedData)
Exemplo n.º 3
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    def randomizeProperty(self, nodeName, propertyName, associatedData=None):
        """
            Randomizes a property for a given node, returning its new value
        """

        if propertyName == 'predictedSeverityProbabilities':
            return {
                'FATAL' : normalizeValue(self.nodeState[nodeName]['predictedSeverityProbabilities']['FATAL'] + getRandomElement(self.deltaMap['predictedFatal'])),
                'ERROR': normalizeValue(self.nodeState[nodeName]['predictedSeverityProbabilities']['ERROR'] + getRandomElement(self.deltaMap['predictedError'])),
                'WARN': normalizeValue(self.nodeState[nodeName]['predictedSeverityProbabilities']['WARN'] + getRandomElement(self.deltaMap['predictedWarn'])),
                'INFO': normalizeValue(self.nodeState[nodeName]['predictedSeverityProbabilities']['INFO'] + getRandomElement(self.deltaMap['predictedInfo']))
            }
        elif propertyName == 'health':
            return normalizeValue(self.nodeState[nodeName]['health'] + self.deltaMap['health'][associatedData['severity']])
        else:
            return normalizeValue(self.nodeState[nodeName][propertyName] + getRandomElement(self.deltaMap[propertyName]))