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IPerfResultFCTAnalyzer.py
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from os import listdir
from os.path import isfile, join
import testAndMeasurement.ResultProcessor as rp
import numpy as np
import ConfigConst
def getAllFilesInDirectory(folderPath):
# r=root, d=directories, f = files
onlyfiles = [f for f in listdir(folderPath) if (isfile(join(folderPath, f)))]
# print("Total files in this directory is ", len(onlyfiles))
return onlyfiles
# def getAVGFCTByFolderOld(folderName):
# # files = getAllFilesInDirectory(folderName)
# flowTypeVsFCTMap = {}
# flowTypeVsFlowCountMap = {}
# flowTypeVsSendBytesMap = {}
# # for flowVolume in ConfigConst.FLOW_TYPE_IDENTIFIER_BY_FLOW_VOLUME_IN_KB:
# # # flowTypeVsFCTMap[flowVolume] = 0
# # flowTypeVsFCTMap[flowVolume] = []
# # flowTypeVsFlowCountMap[flowVolume] = 0
# start, end, iperfResultsAsList = rp.parseIperfResultsFromFolder(folderName)
# iperfResultsAsList = iperfResultsAsList.iperfResults
# # print("Result is ", iperfResultsAsList.iperfResultsAsList)
#
# totalBytesSent = 0
# for r in iperfResultsAsList:
# flowSize = r[0].end.sum_received.bytes
# fct = r[0].end.sum_received.seconds
# totalBytesSent = totalBytesSent + flowSize
# totalBytesSent = totalBytesSent/1024
# print("totalBytesSent (in KB) =",totalBytesSent )
# print("Total flows "+str(len(iperfResultsAsList)))
# for r in iperfResultsAsList:
# flowSize = r[0].end.sum_received.bytes
# # print(flowSize)
# fct = r[0].end.sum_received.seconds
# for flowVolume in ConfigConst.FLOW_TYPE_IDENTIFIER_BY_FLOW_VOLUME_IN_KB:
# if abs(flowVolume*1024 - flowSize) <= (20*1024):
# # flowTypeVsFCTMap[flowVolume] = flowTypeVsFCTMap.get(flowVolume) + fct
# if (flowTypeVsFCTMap.get(flowVolume) == None):
# flowTypeVsFCTMap[flowVolume] = []
# flowTypeVsFlowCountMap[flowVolume] = 0
# flowTypeVsSendBytesMap[flowVolume] = []
# pass
# else:
# flowTypeVsFCTMap.get(flowVolume).append(fct)
# flowTypeVsFlowCountMap[flowVolume] = flowTypeVsFlowCountMap.get(flowVolume) + 1
# flowTypeVsSendBytesMap.get(flowVolume).append(flowSize)
# totalFlowsize = 0
# totalOfFlowSizeMultipliedByAvgFct=0
# for f in flowTypeVsFCTMap:
# # print(str(f) + " -- ",np.percentile(flowTypeVsFCTMap.get(f), 80))
# # print(str(f) + " -- ",flowTypeVsFlowCountMap.get(f))
#
# print(str(f) + " -- ",(flowTypeVsFlowCountMap.get(f)))
# weightedFct = np.average(flowTypeVsFCTMap.get(f))
# # weightedFct = np.percentile(flowTypeVsFCTMap.get(f),90)
# print(str(f) + " -- ",weightedFct)
# # print(str(f) + " -- ",np.std(flowTypeVsFCTMap.get(f)))
# # print(flowTypeVsFCTMap.get(f))
# totalFlowsize= totalFlowsize+ float(f)
# totalOfFlowSizeMultipliedByAvgFct = totalOfFlowSizeMultipliedByAvgFct + ( float(f) * weightedFct)
# print("Average FCT = ", totalOfFlowSizeMultipliedByAvgFct/totalFlowsize)
# pass
def getAVGFCTByFolderOld(folderName):
# files = getAllFilesInDirectory(folderName)
flowTypeVsFCTMap = {}
flowTypeVsFlowCountMap = {}
flowTypeVsSendBytesMap = {}
flowTypeVsRetransmissionMap = {}
# for flowVolume in ConfigConst.FLOW_TYPE_IDENTIFIER_BY_FLOW_VOLUME_IN_KB:
# # flowTypeVsFCTMap[flowVolume] = 0
# flowTypeVsFCTMap[flowVolume] = []
# flowTypeVsFlowCountMap[flowVolume] = 0
start, end, iperfResultsAsList = rp.parseIperfResultsFromFolder(folderName)
iperfResultsAsList = iperfResultsAsList.iperfResults
# print("Result is ", iperfResultsAsList.iperfResultsAsList)
totalBytesSent = 0
totalTime = 0
totalRetransmission= 0
for r in iperfResultsAsList:
flowSize = r[0].end.sum_received.bytes
fct = r[0].end.sum_received.seconds
totalTime = totalTime + fct
totalBytesSent = totalBytesSent + flowSize
retransmits = r[0].end.sum_sent.retransmits
totalRetransmission = totalRetransmission + retransmits
totalBytesSent = totalBytesSent/1024
print("Total flows "+str(len(iperfResultsAsList)))
print("total BytesSent (in KB) =",totalBytesSent )
print("Total Time "+str(totalTime))
print("Total Retrasmits "+str(totalRetransmission))
for r in iperfResultsAsList:
flowSize = r[0].end.sum_received.bytes
flowVolume = flowSize
# print(flowSize)
fct = r[0].end.sum_received.seconds
# flowTypeVsFCTMap[flowVolume] = flowTypeVsFCTMap.get(flowVolume) + fct
if (flowTypeVsFCTMap.get(flowVolume) == None):
flowTypeVsFCTMap[flowVolume] = [fct]
flowTypeVsFlowCountMap[flowVolume] = 1
flowTypeVsSendBytesMap[flowVolume] = [flowVolume]
flowTypeVsRetransmissionMap[flowVolume] = [r[0].end.sum_sent.retransmits]
pass
else:
flowTypeVsFCTMap.get(flowVolume).append(fct)
flowTypeVsFlowCountMap[flowVolume] = flowTypeVsFlowCountMap.get(flowVolume) + 1
flowTypeVsSendBytesMap.get(flowVolume).append(flowSize)
flowTypeVsRetransmissionMap.get(flowVolume).append(r[0].end.sum_sent.retransmits)
totalFlowsize = 0
totalOfFlowSizeMultipliedByAvgFct=0
shortFlowTotalBytesSent = 0
shortFlowTotalBytesMultipliedByFCT = 0
shortFlowTotalBytesMultipledByRetransmission =0
largeFlowTotalBytesSent = 0
largeFlowTotalBytesMultipliedByFCT = 0
largeFlowTotalRetransmission =0
shortFlowcount = 0
largeFlowcount = 0
for f in flowTypeVsFCTMap:
j=0
for j in range(0,len(flowTypeVsSendBytesMap.get(f))):
if (flowTypeVsSendBytesMap.get(f)[j]<1024*1024):
shortFlowTotalBytesSent = shortFlowTotalBytesSent + float(f)
shortFlowTotalBytesMultipliedByFCT = shortFlowTotalBytesMultipliedByFCT + float(f) * flowTypeVsFCTMap.get(f)[j]
shortFlowTotalBytesMultipledByRetransmission = shortFlowTotalBytesMultipledByRetransmission + flowTypeVsRetransmissionMap.get(f)[j]
shortFlowcount = shortFlowcount + 1
else:
largeFlowTotalBytesSent = largeFlowTotalBytesSent + float(f)
largeFlowTotalBytesMultipliedByFCT = largeFlowTotalBytesMultipliedByFCT + float(f) * flowTypeVsFCTMap.get(f)[j]
largeFlowTotalRetransmission = largeFlowTotalRetransmission + flowTypeVsRetransmissionMap.get(f)[j]
largeFlowcount = largeFlowcount + 1
# weightedFct = np.average(flowTypeVsFCTMap.get(f))
#
# totalFlowsize= totalFlowsize+ float(f)
# totalOfFlowSizeMultipliedByAvgFct = totalOfFlowSizeMultipliedByAvgFct + ( float(f) * weightedFct)
if (shortFlowTotalBytesSent > 0):
print("shortFlowcount is "+str(shortFlowcount))
print("Average FCT for short flow = ", shortFlowTotalBytesMultipliedByFCT/shortFlowTotalBytesSent)
if (largeFlowTotalBytesSent > 0):
print("largeFlowcount is "+str(largeFlowcount))
print("Average FCT for large flow = ", largeFlowTotalBytesMultipliedByFCT/largeFlowTotalBytesSent)
print("Average retransmissions for short flow = ", shortFlowTotalBytesMultipledByRetransmission/shortFlowcount)
print("Average retransmissions for large flow = ", largeFlowTotalRetransmission/largeFlowcount)
pass
def getAVGFCTByFolder(folderName):
# files = getAllFilesInDirectory(folderName)
flowTypeVsFCTMap = {}
flowTypeVsFlowCountMap = {}
flowTypeVsSendBytesMap = {}
flowTypeVsRetransmissionMap = {}
# for flowVolume in ConfigConst.FLOW_TYPE_IDENTIFIER_BY_FLOW_VOLUME_IN_KB:
# # flowTypeVsFCTMap[flowVolume] = 0
# flowTypeVsFCTMap[flowVolume] = []
# flowTypeVsFlowCountMap[flowVolume] = 0
start, end, iperfResultsAsList = rp.parseIperfResultsFromFolder(folderName)
iperfResultsAsList = iperfResultsAsList.iperfResults
# print("Result is ", iperfResultsAsList.iperfResultsAsList)
totalBytesSent = 0
totalTime = 0
totalRetransmission= 0
for r in iperfResultsAsList:
flowSize = r[0].end.sum_received.bytes
fct = r[0].end.sum_received.seconds
totalTime = totalTime + fct
totalBytesSent = totalBytesSent + flowSize
retransmits = r[0].end.sum_sent.retransmits
totalRetransmission = totalRetransmission + retransmits
totalBytesSent = totalBytesSent/1024
print("Total flows "+str(len(iperfResultsAsList)))
print("total BytesSent (in KB) =",totalBytesSent )
print("Total Time "+str(totalTime))
print("Total Retrasmits "+str(totalRetransmission))
for r in iperfResultsAsList:
flowSize = r[0].end.sum_received.bytes
flowVolume = flowSize
# print(flowSize)
fct = r[0].end.sum_received.seconds
# flowTypeVsFCTMap[flowVolume] = flowTypeVsFCTMap.get(flowVolume) + fct
if (flowTypeVsFCTMap.get(flowVolume) == None):
flowTypeVsFCTMap[flowVolume] = [fct]
flowTypeVsFlowCountMap[flowVolume] = 1
flowTypeVsSendBytesMap[flowVolume] = [flowVolume]
flowTypeVsRetransmissionMap[flowVolume] = [r[0].end.sum_sent.retransmits]
pass
else:
flowTypeVsFCTMap.get(flowVolume).append(fct)
flowTypeVsFlowCountMap[flowVolume] = flowTypeVsFlowCountMap.get(flowVolume) + 1
flowTypeVsSendBytesMap.get(flowVolume).append(flowSize)
flowTypeVsRetransmissionMap.get(flowVolume).append(r[0].end.sum_sent.retransmits)
totalFlowsize = 0
totalOfFlowSizeMultipliedByAvgFct=0
shortFlowTotalBytesSent = 0
shortFlowTotalBytesMultipliedByFCT = 0
shortFlowTotalBytesMultipledByRetransmission =0
largeFlowTotalBytesSent = 0
largeFlowTotalBytesMultipliedByFCT = 0
largeFlowTotalRetransmission =0
shortFlowcount = 0
largeFlowcount = 0
for f in flowTypeVsFCTMap:
j=0
for j in range(0,len(flowTypeVsSendBytesMap.get(f))):
if (flowTypeVsSendBytesMap.get(f)[j]<1024*1024):
shortFlowTotalBytesSent = shortFlowTotalBytesSent + float(f)
shortFlowTotalBytesMultipliedByFCT = shortFlowTotalBytesMultipliedByFCT + float(f) * flowTypeVsFCTMap.get(f)[j]
shortFlowTotalBytesMultipledByRetransmission = shortFlowTotalBytesMultipledByRetransmission + flowTypeVsRetransmissionMap.get(f)[j]
shortFlowcount = shortFlowcount + 1
else:
largeFlowTotalBytesSent = largeFlowTotalBytesSent + float(f)
largeFlowTotalBytesMultipliedByFCT = largeFlowTotalBytesMultipliedByFCT + float(f) * flowTypeVsFCTMap.get(f)[j]
largeFlowTotalRetransmission = largeFlowTotalRetransmission + flowTypeVsRetransmissionMap.get(f)[j]
largeFlowcount = largeFlowcount + 1
# weightedFct = np.average(flowTypeVsFCTMap.get(f))
#
# totalFlowsize= totalFlowsize+ float(f)
# totalOfFlowSizeMultipliedByAvgFct = totalOfFlowSizeMultipliedByAvgFct + ( float(f) * weightedFct)
if (shortFlowTotalBytesSent > 0):
print("shortFlowcount is "+str(shortFlowcount))
print("Average FCT for short flow = ", shortFlowTotalBytesMultipliedByFCT/shortFlowTotalBytesSent)
if (largeFlowTotalBytesSent > 0):
print("largeFlowcount is "+str(largeFlowcount))
print("Average FCT for large flow = ", largeFlowTotalBytesMultipliedByFCT/largeFlowTotalBytesSent)
print("Average retransmissions for short flow = ", shortFlowTotalBytesMultipledByRetransmission/shortFlowcount)
print("Average retransmissions for large flow = ", largeFlowTotalRetransmission/largeFlowcount)
pass
print(" Analyzing average FCT and total retransmissions for data mining workload ")
print("Load factor 0.8")
print("ECMP")
getAVGFCTByFolder(folderName= "/home/deba/Desktop/P4TE/testAndMeasurement/TEST_RESULTS_DATA_MINING_WORKLOAD_RESULTS/ECMP_RESULTS/DataMining_Workload_load_factor_0.8/client-logs-0")
print("\n\n")
print("HULA")
getAVGFCTByFolder(folderName= "/home/deba/Desktop/P4TE/testAndMeasurement/TEST_RESULTS_DATA_MINING_WORKLOAD_RESULTS/HULA_RESULTS/DataMining_Workload_load_factor_0.8/client-logs-0")
print("\n\n")
print("P4TE")
getAVGFCTByFolder(folderName= "/home/deba/Desktop/P4TE/testAndMeasurement/TEST_RESULTS_DATA_MINING_WORKLOAD_RESULTS/P4TE_RESULTS/DataMining_Workload_load_factor_0.8/client-logs-0")
print("\n\n")
print("-----------------------------------------------")
#
# #-----------------------------------------------
print("Load factor 0.6")
print("ECMP")
getAVGFCTByFolder(folderName= "/home/deba/Desktop/P4TE/testAndMeasurement/TEST_RESULTS_DATA_MINING_WORKLOAD_RESULTS/ECMP_RESULTS/DataMining_Workload_load_factor_0.6/client-logs-0")
print("\n\n")
print("HULA")
getAVGFCTByFolder(folderName= "/home/deba/Desktop/P4TE/testAndMeasurement/TEST_RESULTS_DATA_MINING_WORKLOAD_RESULTS/HULA_RESULTS/DataMining_Workload_load_factor_0.6/client-logs-0")
print("\n\n")
print("P4TE")
getAVGFCTByFolder(folderName= "/home/deba/Desktop/P4TE/testAndMeasurement/TEST_RESULTS_DATA_MINING_WORKLOAD_RESULTS/P4TE_RESULTS/DataMining_Workload_load_factor_0.6/client-logs-0")
print("\n\n")
print("-----------------------------------------------")
#-----------------------------------------------
print("Load factor 0.4")
print("ECMP")
getAVGFCTByFolder(folderName= "/home/deba/Desktop/P4TE/testAndMeasurement/TEST_RESULTS_DATA_MINING_WORKLOAD_RESULTS/ECMP_RESULTS/DataMining_Workload_load_factor_0.4/client-logs-0")
print("\n\n")
print("HULA")
getAVGFCTByFolder(folderName= "/home/deba/Desktop/P4TE/testAndMeasurement/TEST_RESULTS_DATA_MINING_WORKLOAD_RESULTS/HULA_RESULTS/DataMining_Workload_load_factor_0.4/client-logs-0")
print("\n\n")
print("P4TE")
getAVGFCTByFolder(folderName= "/home/deba/Desktop/P4TE/testAndMeasurement/TEST_RESULTS_DATA_MINING_WORKLOAD_RESULTS/P4TE_RESULTS/DataMining_Workload_load_factor_0.4/client-logs-0")
print("\n\n")
print("-----------------------------------------------")
# #-----------------------------------------------
print("Load factor 0.2")
print("ECMP")
getAVGFCTByFolder(folderName= "/home/deba/Desktop/P4TE/testAndMeasurement/TEST_RESULTS_DATA_MINING_WORKLOAD_RESULTS/ECMP_RESULTS/DataMining_Workload_load_factor_0.2/client-logs-0")
print("\n\n")
print("HULA")
getAVGFCTByFolder(folderName= "/home/deba/Desktop/P4TE/testAndMeasurement/TEST_RESULTS_DATA_MINING_WORKLOAD_RESULTS/HULA_RESULTS/DataMining_Workload_load_factor_0.2/client-logs-0")
print("\n\n")
print("P4TE")
getAVGFCTByFolder(folderName= "/home/deba/Desktop/P4TE/testAndMeasurement/TEST_RESULTS_DATA_MINING_WORKLOAD_RESULTS/P4TE_RESULTS/DataMining_Workload_load_factor_0.2/client-logs-0")
print("\n\n")
print("-----------------------------------------------")
# #
print("===================================================================================================================================================")
print(" Analyzing average FCT and total retransmissions for web search workload ")
print("Load factor 0.8")
print("ECMP")
getAVGFCTByFolder(folderName= "/home/deba/Desktop/P4TE/testAndMeasurement/TEST_RESULTS_WEB_SEARCH_WORKLOAD_RESULTS/ECMP_RESULTS/WebSearchWorkLoad_load_factor_0.8/client-logs-0")
print("\n\n")
print("HULA")
getAVGFCTByFolder(folderName= "/home/deba/Desktop/P4TE/testAndMeasurement/TEST_RESULTS_WEB_SEARCH_WORKLOAD_RESULTS/HULA_RESULTS/WebSearchWorkLoad_load_factor_0.8/client-logs-0")
print("\n\n")
print("P4TE")
getAVGFCTByFolder(folderName= "/home/deba/Desktop/P4TE/testAndMeasurement/TEST_RESULTS_WEB_SEARCH_WORKLOAD_RESULTS/P4TE_RESULTS/WebSearchWorkLoad_load_factor_0.8/client-logs-0")
print("\n\n")
print("-----------------------------------------------")
# print("P4TE-variation")
# getAVGFCTByFolder(folderName= "/home/deba/Desktop/P4TE/testAndMeasurement/TEST_RESULTS/WebSearchWorkLoad_load_factor_0.8/client-logs-0")
# print("\n\n")
print("Load factor 0.6")
print("ECMP")
getAVGFCTByFolder(folderName= "/home/deba/Desktop/P4TE/testAndMeasurement/TEST_RESULTS_WEB_SEARCH_WORKLOAD_RESULTS/ECMP_RESULTS/WebSearchWorkLoad_load_factor_0.6/client-logs-0")
print("\n\n")
print("HULA")
getAVGFCTByFolder(folderName= "/home/deba/Desktop/P4TE/testAndMeasurement/TEST_RESULTS_WEB_SEARCH_WORKLOAD_RESULTS/HULA_RESULTS/WebSearchWorkLoad_load_factor_0.6/client-logs-0")
print("\n\n")
print("P4TE")
getAVGFCTByFolder(folderName= "/home/deba/Desktop/P4TE/testAndMeasurement/TEST_RESULTS_WEB_SEARCH_WORKLOAD_RESULTS/P4TE_RESULTS/WebSearchWorkLoad_load_factor_0.6/client-logs-0")
print("\n\n")
print("-----------------------------------------------")
print("Load factor 0.4")
print("ECMP")
getAVGFCTByFolder(folderName= "/home/deba/Desktop/P4TE/testAndMeasurement/TEST_RESULTS_WEB_SEARCH_WORKLOAD_RESULTS/ECMP_RESULTS/WebSearchWorkLoad_load_factor_0.4/client-logs-0")
print("\n\n")
print("HULA")
getAVGFCTByFolder(folderName= "/home/deba/Desktop/P4TE/testAndMeasurement/TEST_RESULTS_WEB_SEARCH_WORKLOAD_RESULTS/HULA_RESULTS/WebSearchWorkLoad_load_factor_0.4/client-logs-0")
print("\n\n")
print("P4TE")
getAVGFCTByFolder(folderName= "/home/deba/Desktop/P4TE/testAndMeasurement/TEST_RESULTS_WEB_SEARCH_WORKLOAD_RESULTS/P4TE_RESULTS/WebSearchWorkLoad_load_factor_0.4/client-logs-0")
print("\n\n")
print("-----------------------------------------------")
print("Load factor 0.2")
print("ECMP")
getAVGFCTByFolder(folderName= "/home/deba/Desktop/P4TE/testAndMeasurement/TEST_RESULTS_WEB_SEARCH_WORKLOAD_RESULTS/ECMP_RESULTS/WebSearchWorkLoad_load_factor_0.2/client-logs-0")
print("\n\n")
print("HULA")
getAVGFCTByFolder(folderName= "/home/deba/Desktop/P4TE/testAndMeasurement/TEST_RESULTS_WEB_SEARCH_WORKLOAD_RESULTS/HULA_RESULTS/WebSearchWorkLoad_load_factor_0.2/client-logs-0")
print("\n\n")
print("P4TE")
getAVGFCTByFolder(folderName= "/home/deba/Desktop/P4TE/testAndMeasurement/TEST_RESULTS_WEB_SEARCH_WORKLOAD_RESULTS/P4TE_RESULTS/WebSearchWorkLoad_load_factor_0.2/client-logs-0")
print("\n\n")
print("-----------------------------------------------")
print("\n\n\n\n===================================================================================================================================================")
print(" Analyzing average FCT and total retransmissions for incast scneario")
print("ECMP")
getAVGFCTByFolder(folderName= "/home/deba/Desktop/P4TE/testAndMeasurement/TEST_RESULTS_INCAST_WORKLOAD/ecmp/l2-incast/client-logs-0")
print("\n\n")
print("HULA")
getAVGFCTByFolder(folderName= "/home/deba/Desktop/P4TE/testAndMeasurement/TEST_RESULTS_INCAST_WORKLOAD/hula/l2-incast/client-logs-0")
print("\n\n")
print("P4TE")
getAVGFCTByFolder(folderName= "/home/deba/Desktop/P4TE/testAndMeasurement/TEST_RESULTS_INCAST_WORKLOAD/P4TE/l2-incast/client-logs-0")
print("\n\n")