def main():
print 'main function begin.'
path_abc = [
'E:/1/TrainData_2015.1.1_2015.2.19.txt',
'E:/1/input_5flavors_cpu_7days.txt', 'E:/1/result.txt'
]
# if len(sys.argv) != 4:
# print 'parameter is incorrect!'
# print 'Usage: python esc.py ecsDataPath inputFilePath resultFilePath'
# exit(1)
# Read the input files
ecsDataPath = path_abc[0]
inputFilePath = path_abc[1]
resultFilePath = path_abc[2]
ecs_infor_array = read_lines(ecsDataPath)
input_file_array = read_lines(inputFilePath)
# implementation the function predictVm
predic_result = predictor.predict_vm(ecs_infor_array, input_file_array)
# write the result to output file
if len(predic_result) != 0:
write_result(predic_result, resultFilePath)
else:
predic_result.append("NA")
write_result(predic_result, resultFilePath)
print 'main function end.'
def main():
print 'main function begin.'
if len(sys.argv) != 4:
print 'parameter is incorrect!'
print 'Usage: python esc.py ecsDataPath inputFilePath resultFilePath'
exit(1)
# Read the input files
ecsDataPath = sys.argv[1]
inputFilePath = sys.argv[2]
resultFilePath = sys.argv[3]
#直接输入路径参数便于调试
# ecsDataPath = './data/TrainData.txt'
# inputFilePath = './data/input_5flavors_cpu_7days.txt'
# resultFilePath = './data/output.txt'
ecs_infor_array = read_lines(ecsDataPath)
input_file_array = read_lines(inputFilePath)
# implementation the function predictVm
predic_result = predictor.predict_vm(ecs_infor_array, input_file_array)
# write the result to output file
if len(predic_result) != 0:
write_result(predic_result, resultFilePath)
else:
predic_result.append("NA")
write_result(predic_result, resultFilePath)
print 'main function end.'
def main():
print 'main function begin.'
if len(sys.argv) != 4:
print 'parameter is incorrect!'
print 'Usage: python esc.py ecsDataPath inputFilePath resultFilePath'
exit(1)
# Read the input files
time_start = time.time()
ecsDataPath = sys.argv[1]
inputFilePath = sys.argv[2]
resultFilePath = sys.argv[3]
ecs_infor_array = read_lines(ecsDataPath)
input_file_array = read_lines(inputFilePath)
# implementation the function predictVm
predic_result = predictor.predict_vm(ecs_infor_array, input_file_array,time_start)
# write the result to output file
if len(predic_result) != 0:
write_result(predic_result, resultFilePath)
else:
predic_result.append("NA")
write_result(predic_result, resultFilePath)
time_end = time.time()
delta_time = time_end - time_start
print('ECS总时间')
print( delta_time)
print 'main function end.'
def main():
print 'main function begin.'
if len(sys.argv) != 4:
print 'parameter is incorrect!'
print 'Usage: python esc.py ecsDataPath inputFilePath resultFilePath'
exit(1)
# Read the input files
inputFilePath = sys.argv[1]
ecsDataPath = sys.argv[2]
resultFilePath = sys.argv[3]
'''
# read the path of file
ecsDataPath = "Data/input_5flavors_cpu_7days.txt"
inputFilePath ="Data/data_2016_1.txt"
resultFilePath = "Data/results.txt"
'''
#read the file
ecs_infor_array = read_lines(ecsDataPath)
input_file_array = read_lines(inputFilePath)
# implementation the function predictVm
predic_result = predictor.predict_vm(ecs_infor_array, input_file_array)
# write the result to output file
if len(predic_result) != 0:
write_result(predic_result, resultFilePath)
else:
predic_result.append("NA")
write_result(predic_result, resultFilePath)
print 'main function end.'
def main():
# print('main function begin.')
# if len(sys.argv) != 4:
# print('parameter is incorrect!')
# print('Usage: python esc.py ecsDataPath inputFilePath resultFilePath')
# exit(1)
# Read the input files
# ecsDataPath = sys.argv[1]
# inputFilePath = sys.argv[2]
# resultFilePath = sys.argv[3]
ecsDataPath = 'test.txt'
inputFilePath = 'input.txt'
resultFilePath = 'result.txt'
ecs_infor_array = read_lines(ecsDataPath)
input_file_array = read_lines(inputFilePath)
# implementation the function predictVm
predic_result = predictor.predict_vm(ecs_infor_array, input_file_array)
# write the result to output file
if len(predic_result) != 0:
write_result(predic_result, resultFilePath)
else:
predic_result.append("NA")
write_result(predic_result, resultFilePath)
print('main function end.')
def main():
# print 'main function begin.'
if len(sys.argv) != 4:
print 'parameter is incorrect!'
print 'Usage: python esc.py ecsDataPath inputFilePath resultFilePath'
exit(1)
# Read the input files
ecsDataPath = sys.argv[1]
inputFilePath = sys.argv[2]
resultFilePath = sys.argv[3]
Physource, flavornums, flavordic, Optsource, period, time1, time2 = getSourceInfo(
inputFilePath)
dataset = getAndprocess_originaldata(ecsDataPath,
flavordic) # 得到的数据都是符合要求的
# dataset, yanzh = SplitdatasetByday(dataSet, 2 * period - 1)
ecs_infor_array = dataset
input_file_array = [
Physource, flavornums, flavordic, Optsource, period, time1, time2
]
predic_result = predictor.predict_vm(ecs_infor_array, input_file_array) #
if len(predic_result) != 0:
write_result(predic_result, resultFilePath)
else:
predic_result.append("NA")
write_result(predic_result, resultFilePath)
print 'main function end.'
def main():
print ('main function begin.')
if len(sys.argv) != 4:
print ('parameter is incorrect!')
print ('Usage: python esc.py ecsDataPath inputFilePath resultFilePath')
exit(1)
# Read the input files
ecsDataPath = sys.argv[1]
inputFilePath = sys.argv[2]
resultFilePath = sys.argv[3]
# ecsDataPath = '.\初赛文档\用例示例\TrainData_2015.1.1_2015.2.19.txt'
# inputFilePath = '.\初赛文档\用例示例\input_5flavors_cpu_7days.txt'
# resultFilePath = 'output.txt'
ecs_infor_array = read_lines(ecsDataPath)
input_file_array = read_lines(inputFilePath)
# implementation the function predictVm
predic_result = predictor.predict_vm(ecs_infor_array, input_file_array)
# write the result to output file
if len(predic_result) != 0:
write_result(predic_result, resultFilePath)
else:
predic_result.append("NA")
write_result(predic_result, resultFilePath)
print ('main function end.')
def main():
print 'main function begin.'
if len(sys.argv) != 4:
print 'parameter is incorrect!'
print 'Usage: python esc.py ecsDataPath inputFilePath resultFilePath'
exit(1)
# Read the input files
ecsDataPath = sys.argv[1]
inputFilePath = sys.argv[2]
resultFilePath = sys.argv[3]
ecs_infor_array = read_lines(ecsDataPath)
#by yzw 20180316
#print ecs_infor_array[0]
input_file_array = read_lines(inputFilePath)
#print(input_file_array)
# implementation the function predictVm
predic_result = predictor.predict_vm(ecs_infor_array, input_file_array)
# write the result to output file
if len(predic_result) != 0:
write_result(predic_result, resultFilePath)
else:
predic_result.append("NA")
write_result(predic_result, resultFilePath)
print 'main function end.'
def main(k, threshold):
# if len(sys.argv) != 4:
# print 'parameter is incorrect!'
# print 'Usage: python esc.py ecsDataPath inputFilePath resultFilePath'
# exit(1)
# Read the input files
# ecs_infor_array = read_lines(ecsDataPath)
# input_file_array = read_lines(inputFilePath)
# implementation the function predictVm
# write the result to output file
# if len(predic_result) != 0:
# write_result(predic_result, resultFilePath)
# else:
# predic_result.append("NA")
# write_result(predic_result, resultFilePath)
# print 'main function end.'
ecsDataPath = sys.argv[1]
inputFilePath = sys.argv[2]
resultFilePath = sys.argv[3]
predictor.predict_vm(ecsDataPath, inputFilePath, resultFilePath, k,
threshold)
def main():
print 'main function begin.'
# Read the input files
ecsDataPath = "TrainData.txt"
inputFilePath = "input.txt"
resultFilePath='output.txt'
ecs_infor_array = read_lines(ecsDataPath)
#print(ecs_infor_array)
input_file_array = read_lines(inputFilePath)
predic_result = predictor.predict_vm(ecs_infor_array, input_file_array)
print predic_result
if len(predic_result) != 0:
write_result(predic_result, resultFilePath)
else:
predic_result.append("NA")
write_result(predic_result, resultFilePath)
print 'main function end.'
def main():
# ecsDataPath = '../../data/TrainData.txt' #sys.argv[1]
# inputFilePath = '../../data/input.txt' # sys.argv[2]
# resultFilePath = '../../data/output.txt' # sys.argv[3]
ecsDataPath = '../../data/TrainData_2015.1.1_2015.2.19.txt' # sys.argv[1]
ecsDataPath = '../../data/mynewdata4.txt' # sys.argv[1]
inputFilePath = '../../data/input_5flavors_cpu_7days.txt' # sys.argv[2]
resultFilePath = '../../data/output_result.txt' # sys.argv[3]
ecs_infor_array = ecs.read_lines(ecsDataPath)
input_file_array = ecs.read_lines(inputFilePath)
predic_result = predictor.predict_vm(ecs_infor_array, input_file_array)
if len(predic_result) != 0:
ecs.write_result(predic_result, resultFilePath)
else:
predic_result.append("NA")
ecs.write_result(predic_result, resultFilePath)
def main():
print('main function begin.')
# if len(sys.argv) != 4:
# print ('parameter is incorrect!')
# print ('Usage: python esc.py ecsDataPath inputFilePath resultFilePath')
# exit(1)
#Read the input files
ecsDataPath = 'data_train.txt' #sys.argv[1]
inputFilePath = 'input.txt' #sys.argv[2]
resultFilePath = 'output.txt' #sys.argv[3]
ecs_infor_array = read_lines(ecsDataPath)
input_file_array = read_lines(inputFilePath)
input_infor = getinput(input_file_array)
predic_result = predictor.predict_vm(ecs_infor_array, input_infor)
server, utilization = knapsack_problem.assign(predic_result,
input_infor) # TODO 2
result = []
result.append(sum(predic_result))
i = 0
for flavor in input_infor['flavor']:
result.append(flavor + ' ' + str(predic_result[i]))
i += 1
result.append('')
result.append(len(server))
for i in range(len(server)):
string = str(i + 1)
j = 1
for value in server[i][1:]:
if value != 0:
string += ' ' + 'flavor' + str(j) + ' ' + str(value)
j += 1
result.append(string)
# write the result to output file
if len(result) != 0:
write_result(result, resultFilePath)
else:
result.append("NA")
write_result(result, resultFilePath)
print('main function end.')
def main():
print 'main function begin.'
# Read the input files
ecsDataPath = '../test_file/TrainData.txt'
inputFilePath = '../test_file/input_15flavors_cpu_7days.txt'
resultFilePath = '../test_file/output.txt'
ecs_infor_array = read_lines(ecsDataPath)
input_file_array = read_lines(inputFilePath)
# implementation the function predictVm
predic_result = predictor.predict_vm(ecs_infor_array,
input_file_array) #调用预测函数，返回结果
print predic_result
# 写入结果
if len(predic_result) != 0:
write_result(predic_result, resultFilePath)
else:
predic_result.append("NA")
write_result(predic_result, resultFilePath)
print 'main function end.'
def main():
print 'main function begin.'
start = time.clock()
if len(sys.argv) != 4:
print 'parameter is incorrect!'
print 'Usage: python esc.py ecsDataPath inputFilePath resultFilePath'
exit(1)
# Read the input files
ecsDataPath = sys.argv[1]#'./TrainData_2015.1.1_2015.2.19.txt' #
inputFilePath = sys.argv[2]#'./input_5flavors_cpu_7days.txt' #
resultFilePath = sys.argv[3]#'./output_file.txt' #
'''
ecsDataPath = './data_2015_1-5.txt'#'./TrainData_2015.1.1_2015.2.19.txt' #
#inputFilePath = './input_5flavors_cpu_7days.txt'#'./data_2015_1-5.txt'#'./TrainData_2015.1.1_2015.2.19.txt'#'./data_2015_1-5.txt' #
inputFilePath = './input_5flavors_cpu_7days.txt'
resultFilePath = './output_file.txt'
testFilePath ='./test5.23-5.29.txt'#'./TestData_2015.2.20_2015.2.27.txt'#
'''
ecs_info_array = read_lines(ecsDataPath)
input_file_array = read_lines(inputFilePath)
#test_array = read_lines(testFilePath)
# implementation the function predictVm
#predict_result = predictor.predict_vm(ecs_info_array, input_file_array, test_array)
predict_result = predictor.predict_vm(ecs_info_array, input_file_array)
# write the result to output file
if len(predict_result) != 0:
write_result(predict_result, resultFilePath)
else:
predict_result.append("NA")
write_result(predict_result, resultFilePath)
print 'main function end.'
elapsed = (time.clock() - start)
print 'time used :'
print elapsed
def main():
print 'main function begin.'
if len(sys.argv) != 4:
print 'parameter is incorrect!'
print 'Usage: python esc.py ecsDataPath inputFilePath resultFilePath'
exit(1)
# Read the input files
ecsDataPath = sys.argv[1]
inputFilePath = sys.argv[2]
resultFilePath = sys.argv[3]
# ecsDataPath = '../../data/TrainData_2015.1.1_2015.2.19.txt'
# inputFilePath = '../../data/input_5flavors_cpu_7days.txt'
# resultFilePath = '../../data/result.txt'
# testFilePath = '../../data/TestData_2015.2.20_2015.2.27.txt'
# ecsDataPath = '../../data/train_2016_1.txt'
# inputFilePath = '../../data/input_2.txt'
# resultFilePath = '../../data/result.txt'
# testFilePath = '../../data/test_2016_1.txt'
ecs_infor_array = read_lines(ecsDataPath)
input_file_array = read_lines(inputFilePath)
# implementation the function predictVm
predic_result = predictor.predict_vm(ecs_infor_array, input_file_array)
# write the result to output file
if len(predic_result) != 0:
write_result(predic_result, resultFilePath)
else:
predic_result.append("NA")
write_result(predic_result, resultFilePath)
# #test
# test_infor_array = read_lines(testFilePath)
# testresult = predictor.test_vm(test_infor_array,input_file_array,predic_result)
# print testresult
print 'main function end.'
def main():
print 'main function begin.'
# if len(sys.argv) != 4:
# print 'parameter is incorrect!'
# print 'Usage: python esc.py ecsDataPath inputFilePath resultFilePath'
# exit(1)
# Read the input files
ecsDataPath = '../../data_2015_3.txt' #sys.argv[1]
inputFilePath = '../../inputpar.txt' #sys.argv[2]
resultFilePath = '../../output.txt' #sys.argv[3]
ecs_infor_array = read_lines(ecsDataPath)
input_file_array = read_lines(inputFilePath)
# implementation the function predictVm
predic_result = predictor.predict_vm(ecs_infor_array, input_file_array)
# write the result to output file
if len(predic_result) != 0:
write_result(predic_result, resultFilePath)
else:
predic_result.append("NA")
write_result(predic_result, resultFilePath)
print 'main function end.'
def main():
print('main function begin.')
#f len(sys.argv) != 4:
#print('parameter is incorrect!')
#print('Usage: python esc.py ecsDataPath inputFilePath resultFilePath')
#exit(1)
# Read the input files
ecsDataPath = 'TrainData_2015.12.txt'
inputFilePath = 'input_3hosttypes_5flavors_1week.txt'
resultFilePath = 'result.txt'
ecs_infor_array = read_lines(ecsDataPath)
input_file_array = read_lines(inputFilePath)
print(ecs_infor_array)
print(input_file_array)
# implementation the function predictVm
predic_result = predictor.predict_vm(ecs_infor_array, input_file_array)
# write the result to output file
if len(predic_result) != 0:
write_result(predic_result, resultFilePath)
else:
predic_result.append("NA")
write_result(predic_result, resultFilePath)
print('main function end.')
def main():
print 'main function begin.'
if len(sys.argv) != 5:
print 'parameter is incorrect!'
print 'Usage: python esc.py ecsDataPath inputFilePath resultFilePath'
exit(1)
# Read the input files
ecsDataPath = sys.argv[1]
inputFilePath = sys.argv[2]
resultFilePath = sys.argv[3]
realflavorPath = sys.argv[4]
ecs_infor_array = read_lines(ecsDataPath)
input_file_array = read_lines(inputFilePath)
real_flavor_array = read_lines(realflavorPath)
predic_result = predictor.predict_vm(ecs_infor_array, input_file_array,real_flavor_array)
if len(predic_result) != 0:
write_result(predic_result, resultFilePath)
else:
predic_result.append("NA")
write_result(predic_result, resultFilePath)
print 'main function end.'
linedata = line.split()
if int(linedata[1][6:]) > 15:
pass
else:
datalist.append(int(linedata[1][6:]))
#datalist[np.where(datalist!=3)] = 0
plt.figure()
plt.plot(datalist)
plt.show()
return datalist
'''
if __name__ == "__main__":
ecsDataPath = 'TrainData_2015.1.1_2015.2.19.txt'
inputFilePath = 'input_5flavors_cpu_7days.txt'
resultFilePath = 'output1.txt'
ecs_infor_array = read_lines(ecsDataPath)
input_file_array = read_lines(inputFilePath)
## DEBUG
# implementation the function predictVM
predic_result = predictor.predict_vm(ecs_infor_array, input_file_array)
# write the result to output file
if len(predic_result) != 0:
write_result(predic_result, resultFilePath)
else:
predic_result.append("NA")
write_result(predic_result, resultFilePath)