def migrationRate1(labels):
times = readFile3(logDir + migrationTime)
sizes = readFile3(logDir + migratedDataSize)
groupNum = len(labels)
times = getTimeGroups1(times, groupNum)
x = []
for i, data in enumerate(sizes):
x.append(data["size"])
x = convertBytesToMB(x)
sizes = [x] * groupNum
xlabel = 'Migration size (MB)'
ylabel = 'Migration time (s)'
g.mulPoints(sizes, times, labels, xlabel, ylabel)
def migrationRateDatasetsFig(folders, labels):
data1 = []
data2 = []
groupNum = len(labels)
for folder in folders:
data1.append(readFile3(evalDir + folder + migratedDataSize))
data2.append(readFile3(evalDir + folder + migrationTime))
sizes = getSizeFromData(data1)
times = getTimeFromData(data2)
for i, size in enumerate(sizes):
sizes[i] = convertBytesToMB(size)
xlabel = 'Migration size (MB)'
ylabel = 'Migration time (s)'
g.mulPoints(sizes, times, labels, xlabel, ylabel)
def migrationRateDifferentNumOfThreads(title, fileName):
data = []
data.append(readFile3(logDir + fileName + "_1"))
data.append(readFile3(logDir + fileName + "_10"))
data.append(readFile3(logDir + fileName + "_50"))
data.append(readFile3(logDir + fileName + "_100"))
time = []
size = []
for data1 in data:
time1, size1 = getMigrationRate(data1)
time.append(time1)
size.append(size1)
labels = ["1 thread", "10 threads", "50 threads", "100 threads"]
xlabel = 'Migration Time (s)'
ylabel = 'Migration size (bytes)'
title = title
# g.line(time, size, "Migration time (s)", "Migration size (Bytes)", "Migration rate")
g.mulPoints(time, size, labels, xlabel, ylabel, title)
def compareTwoMigratedSizes(labels):
data1 = readFile3(logDir + migratedDataSizeBySrcFile)
data2 = readFile3(logDir + migratedDataSizeByDstFile)
data3 = readFile3(logDir + migratedTimeBySrcFile)
data4 = readFile3(logDir + migratedTimeByDstFile)
data5 = [data1, data2]
data6 = [data3, data4]
sizes = getSizeFromData(data5)
times = getTimeFromData(data6)
for i, size in enumerate(sizes):
sizes[i] = convertBytesToMB(size)
xlabel = 'Migration size (MB)'
ylabel = 'Migration time (s)'
print sizes
g.mulPoints(sizes, times, labels, xlabel, ylabel)
def migrationRate2(sizeFiles, timeFiles, labels):
NUM = 100
sizeData = []
timeData = []
for sizeFile in sizeFiles:
sizeData.append(readDataFromFile(sizeFile))
for timeFile in timeFiles:
timeData.append(readDataFromFile(timeFile))
groupNum = len(timeData)
sizes = [[] for _ in range(groupNum)]
times = [[] for _ in range(groupNum)]
for group, size in enumerate(sizeData):
for i, sizeData1 in enumerate(size):
if i < NUM:
sizes[group].append(getDataByKey1(sizeData1, "size"))
for group, time in enumerate(timeData):
for i, timeData1 in enumerate(time):
if i < NUM:
times[group].append(getDataByKey1(timeData1, "time"))
sizesMB = convertBytesToMB(sizes[0])
sizes = [sizesMB] * groupNum
print len(sizes)
print len(times)
print len(labels)
xlabel = 'Migration size (MB)'
ylabel = 'Migration time (s)'
g.mulPoints(sizes, times, labels, xlabel, ylabel)