def procInterval(self, week): #quser只能控制周为单位的，不能控制条为单位
userToOpenPackage = {}
match_dir = re.compile(
os.path.join(self.qUserPath, '(' + '|'.join(week) + ')', '.*\.gz'))
for (filename, _, files) in os.walk(self.qUserPath):
for gzfile in files:
gzfile_dir = os.path.join(filename, gzfile)
if match_dir.search(gzfile_dir):
f = SepFile('|').open(gzfile_dir, mode='gzip', flag='rb')
for line in f: #line[0] userId, line[1] packageName, line[2] openTimes
if line[0] not in userToOpenPackage:
userToOpenPackage[line[0]] = {}
if line[1] in self.qPackageToId:
if line[1] not in userToOpenPackage[line[0]]:
userToOpenPackage[line[0]][line[1]] = int(
line[2])
else:
userToOpenPackage[line[0]][line[1]] += int(
line[2])
else:
if line[1] in self.qPackageToId:
if line[1] not in userToOpenPackage[line[0]]:
userToOpenPackage[line[0]][line[1]] = int(
line[2])
else:
userToOpenPackage[line[0]][line[1]] += int(
line[2])
f.close()
return userToOpenPackage
def getIdToQuser(mask=None):
idToQuser = {}
f = SepFile('|').open(Quser.QUSER_ID_TXT, 'txt', 'r')
for line in f:
if mask == None:
idToQuser[line[1]] = line[0]
else:
if line[1] in mask:
idToQuser[line[1]] = line[0]
f.close()
return idToQuser
# if __name__ == '__main__':
# user = set()
# f = SepFile(',').open('/root/Downloads/look-alike/data/payQualityUsers/payQualityUsers.txt', 'txt', 'r')
# for line in f:
# username = line[0]
# if len(line[0]) == 0 and len(line[1]) != 0:
# username = line[1]
# user.add(username)
# f.close()
# print len(user)
# print 'return'
def getPackageToScore(mask=None, inOrOut=True):
packToScore = {}
f = SepFile(':')
f.open(Qpackage.QPACKAGE_SCORE_TXT, mode='txt', flag='r')
for line in f:
if mask == None:
packToScore[line[0]] = float(line[1])
else:
if inOrOut:
if line[0] in mask:
packToScore[line[0]] = float(line[1])
else:
if line[0] not in mask:
packToScore[line[0]] = float(line[1])
f.close()
return packToScore
def procInterval(self, weekInterval): #与Quser不一样因为我们不需要把7天的加起来
userToOpenPackage = {}
num_record = 0
match_dir = re.compile(os.path.join(self.candPath, '(' + '|'.join(weekInterval) + ')', '.*\.gz'))
for (filename, _, files) in os.walk(self.candPath):
for gzfile in files:
gzfile_dir = os.path.join(filename, gzfile)
if match_dir.search(gzfile_dir):
f = SepFile('|').open(gzfile_dir, mode='gzip', flag='rb')
for line in f:
if line[0] not in userToOpenPackage:
if num_record >= self.max_record:
yield userToOpenPackage
userToOpenPackage = {}
userToOpenPackage[line[0]] = {}
if line[1] in self.qPackageToId:
userToOpenPackage[line[0]][line[1]] = int(line[2])
num_record = 1
else:
userToOpenPackage[line[0]] = {}
if line[1] in self.qPackageToId:
userToOpenPackage[line[0]][line[1]] = int(line[2])
num_record += 1
else:
if line[1] in self.qPackageToId:
if line[1] not in userToOpenPackage[line[0]]:
userToOpenPackage[line[0]][line[1]] = int(line[2])
else:
userToOpenPackage[line[0]][line[1]] += int(line[2])
f.close()
yield userToOpenPackage
def writeQpackageToId():
f = SepFile(':').open(Qpackage.QPACKAGE_SCORE_TXT, 'txt', 'r')
idx = 0
writer = LineFile().open(Qpackage.QPACKAGE_ID_TXT, 'txt', 'w')
for line in f:
writer.writeLine(line[0] + '|' + str(idx))
idx += 1
writer.close()
f.close()
def writeQpackageToId():
f = SepFile(':').open(Qpackage.QPACKAGE_SCORE_TXT, 'txt', 'r')
idx = 0
writer = LineFile().open(Qpackage.QPACKAGE_ID_TXT, 'txt', 'w')
for line in f:
writer.writeLine(line[0] + '|' + str(idx))
idx += 1
writer.close()
f.close()
def getQuserToId(mask=None):
qUserToId = {}
f = SepFile('|').open(Quser.QUSER_ID_TXT, 'txt', 'r')
for line in f:
if mask == None:
qUserToId[line[0]] = line[1]
else:
if line[0] in mask:
qUserToId[line[0]] = line[1]
f.close()
return qUserToId
def getQuserOpenPackage(basePath='s3://datamining.ym/dmuser/ykang/results/qUserInLast5EachDay',
beginDay='2016-01-24',
interval_='30',
isForward='0',
s3DictBasePath='s3://datamining.ym/dmuser/ykang/data/spark.ouwan.qPackageToId',
isDownload=True):
mconf = MissionConf().setAppName('getQuserOpenPackage')
msc = MissionContext(conf=mconf)
[_, appPath] = msc.getFolder()
if isDownload:
for theDay in getDaysGen(beginDay, int(interval_), int(isForward)):
BashUtil.s3Cp(os.path.join(basePath,theDay), appPath+os.sep+theDay, recursived=True)
openPackage = {}
mask = {'imei=333333333333333':1, 'imei=123456789abcdef':1, 'imei=111111111111111':1, 'imei=012345678912345':1, 'imei=000000000000000':1, 'imei=00000000000000':1}
for (filename, _, files) in os.walk(appPath):
print filename
for gzfile in files:
[_, ext] = os.path.splitext(gzfile)
if ext == '.gz':
f = SepFile('|')
f.open(filename+os.sep+gzfile, mode='gzip', flag='rb')
for line in f:
if line[0] not in mask:
if line[1] not in openPackage:
openPackage[line[1]] = int(line[2])
else:
openPackage[line[1]] += int(line[2])
f.close()
openTimes = []
print 'sorting'
packs = openPackage.keys()
for key in packs:
openTimes.append(openPackage[key])
index = sorted(range(len(openTimes)), key=lambda k: openTimes[k], reverse=True)
print 'sorted'
writer = LineFile()
writer.open(os.path.join(appPath, 'qUserOpenPackage.txt'), mode='txt', flag='w')
for i in index:
key = packs[i]
value = openPackage[key]
writer.writeLine(key + '|' + str(value))
writer.close()
#可以将qUserOpenPackageToOpenTimes写入到该位置Qpackage.QPACKAGE_ID_TXT
index = 0; f = LineFile().open(Qpackage.QPACKAGE_ID_TXT, mode='txt', flag='w')
for qPackage in openPackage:
f.writeLine(qPackage + '|' + str(index))
index += 1
f.close()
BashUtil.s3Cp(Qpackage.QPACKAGE_ID_TXT, dst=os.path.join(s3DictBasePath, 'qPackageToId.txt'), recursived=False)
return openPackage
def getIdToPackage(mask=None):
idToQpackage = {}
f = SepFile('|').open(Qpackage.QPACKAGE_ID_TXT, 'txt', 'r')
for line in f:
if mask == None:
idToQpackage[line[1]] = line[0]
else:
if line[1] in mask:
idToQpackage[line[1]] = line[0]
f.close()
return idToQpackage
def getQpackageToId(mask=None):
print 'Info: loading QpackageToId'
qPackageToId = {}
f = SepFile('|').open(Qpackage.QPACKAGE_ID_TXT, 'txt', 'r')
for line in f:
if mask == None:
qPackageToId[line[0]] = line[1]
else:
if line[0] in mask:
qPackageToId[line[0]] = line[1]
f.close()
return qPackageToId
def getCandidateToId(mask=None):
print 'Info: Loading canditateToId'
if mask == None:
candToId = pickle.load(open(Candidate.CANDIDATES_ID_PICKLE, 'rb'))
else:
candToId = {}
f = SepFile('|').open(Candidate.CANDIDATES_ID_TXT, 'txt', 'r')
for line in f:
if line[0] in mask:
candToId[line[0]] = line[1]
f.close()
return candToId
def getIdToCandidate(mask=None):
print 'Info: Loading idToCandidate'
idToCand = {}
f = SepFile('|').open(Candidate.CANDIDATES_ID_TXT, 'txt', 'r')
for line in f:
if mask == None:
idToCand[line[1]] = line[0]
else:
if line[1] in mask:
idToCand[line[1]] = line[0]
f.close()
return idToCand
def getIdToCandidate(mask=None):
print 'Info: Loading idToCandidate'
idToCand = {}
f = SepFile('|').open(Candidate.CANDIDATES_ID_TXT, 'txt', 'r')
for line in f:
if mask == None:
idToCand[line[1]] = line[0]
else:
if line[1] in mask:
idToCand[line[1]] = line[0]
f.close()
return idToCand
def getQpackageToId(mask=None):
print 'Info: loading QpackageToId'
qPackageToId = {}
f = SepFile('|').open(Qpackage.QPACKAGE_ID_TXT, 'txt', 'r')
for line in f:
if mask == None:
qPackageToId[line[0]] = line[1]
else:
if line[0] in mask:
qPackageToId[line[0]] = line[1]
f.close()
return qPackageToId
def getCandidateToId(mask=None):
print 'Info: Loading canditateToId'
if mask == None:
candToId = pickle.load(open(Candidate.CANDIDATES_ID_PICKLE, 'rb'))
else:
candToId = {}
f = SepFile('|').open(Candidate.CANDIDATES_ID_TXT, 'txt', 'r')
for line in f:
if line[0] in mask:
candToId[line[0]] = line[1]
f.close()
return candToId
def getQpackageToOpenTimes(appPath): #idf
qPackageToOpenTimes = {}
for (filename, _, files) in os.walk(appPath):
for gzfile in files:
print gzfile
[_, ext] = os.path.splitext(gzfile)
if ext == '.gz':
reader = SepFile('|')
reader.open(os.path.join(filename, gzfile), mode='gzip', flag='rb')
for line in reader:
qPackageToOpenTimes[line[0]] = int(line[1])
reader.close()
return qPackageToOpenTimes
def writeQuserToId():
qUser = set()
f = SepFile(',').open(Quser.TOTAL_QUSER_TXT, 'txt', 'r')
for line in f:
username = '******' + line[0]
if len(line[0]) == 0 and len(line[1]) != 0:
username = '******' + line[1]
qUser.add(username)
qUser = list(qUser)
f.close()
f = LineFile().open(Quser.QUSER_ID_TXT, 'txt', 'w')
for i in range(len(qUser)):
f.writeLine(qUser[i] + '|' + str(i))
f.close()
def getQpackageToOpenTimes(appPath): #idf
qPackageToOpenTimes = {}
for (filename, _, files) in os.walk(appPath):
for gzfile in files:
print gzfile
[_, ext] = os.path.splitext(gzfile)
if ext == '.gz':
reader = SepFile('|')
reader.open(os.path.join(filename, gzfile),
mode='gzip',
flag='rb')
for line in reader:
qPackageToOpenTimes[line[0]] = int(line[1])
reader.close()
return qPackageToOpenTimes
def getIdToQuser(mask=None, inOrOut=True):
idToQuser = {}
f = SepFile('|').open(Quser.QUSER_ID_TXT, 'txt', 'r')
for line in f:
if mask == None:
idToQuser[line[1]] = line[0]
else:
if inOrOut:
if line[1] in mask:
idToQuser[line[1]] = line[0]
else:
if line[1] not in mask:
idToQuser[line[1]] = line[0]
f.close()
return idToQuser
def getIdToPackage(mask=None, inOrOut=True):
idToQpackage = {}
f = SepFile('|').open(Qpackage.QPACKAGE_ID_TXT, 'txt', 'r')
for line in f:
if mask == None:
idToQpackage[line[1]] = line[0]
else:
if inOrOut:
if line[0] in mask:
idToQpackage[line[1]] = line[0]
else:
if line[0] not in mask:
idToQpackage[line[1]] = line[0]
f.close()
return idToQpackage
def getIdToQuser(mask=None, inOrOut=True):
idToQuser = {}
f = SepFile('|').open(Quser.QUSER_ID_TXT, 'txt', 'r')
for line in f:
if mask == None:
idToQuser[line[1]] = line[0]
else:
if inOrOut:
if line[1] in mask:
idToQuser[line[1]] = line[0]
else:
if line[1] not in mask:
idToQuser[line[1]] = line[0]
f.close()
return idToQuser
def getPackageToScore(mask=None, inOrOut=True):
packToScore = {}
f = SepFile(':')
f.open(Qpackage.QPACKAGE_SCORE_TXT, mode='txt', flag='r')
for line in f:
if mask == None:
packToScore[line[0]] = float(line[1])
else:
if inOrOut:
if line[0] in mask:
packToScore[line[0]] = float(line[1])
else:
if line[0] not in mask:
packToScore[line[0]] = float(line[1])
f.close()
return packToScore
def getUserTotalNumber(s3Path, isDownload=True):
mconf = MissionConf().setAppName('userTotalNumber')
msc = MissionContext(conf=mconf)
[self, appPath] = msc.getFolder()
if isDownload:
BashUtil.s3Cp(s3Path, appPath, recursived=True)
userTotalNumber = 0
for (filename, _, files) in os.walk(appPath):
for gzfile in files:
[_, ext] = os.path.splitext(gzfile)
if ext == '.gz':
reader = SepFile('|')
reader.open(os.path.join(filename, gzfile), mode='gzip', flag='rb')
for line in reader:
userTotalNumber += 1
reader.close()
return userTotalNumber
def writeQpackageToId(mask=None, inOrOut=True):
f = SepFile(':').open(Qpackage.QPACKAGE_SCORE_TXT, 'txt', 'r')
idx = 0
writer = LineFile().open(Qpackage.QPACKAGE_ID_TXT, 'txt', 'w')
for line in f:
if mask == None:
writer.writeLine(line[0] + '|' + str(idx))
idx += 1
else:
if inOrOut:
if line[0] in mask:
writer.writeLine(line[0] + '|' + str(idx))
idx += 1
else:
if line[0] not in mask:
writer.writeLine(line[0] + '|' + str(idx))
idx += 1
writer.close()
f.close()
def writeQpackageToId(mask=None, inOrOut=True):
f = SepFile(':').open(Qpackage.QPACKAGE_SCORE_TXT, 'txt', 'r')
idx = 0
writer = LineFile().open(Qpackage.QPACKAGE_ID_TXT, 'txt', 'w')
for line in f:
if mask == None:
writer.writeLine(line[0] + '|' + str(idx))
idx += 1
else:
if inOrOut:
if line[0] in mask:
writer.writeLine(line[0] + '|' + str(idx))
idx += 1
else:
if line[0] not in mask:
writer.writeLine(line[0] + '|' + str(idx))
idx += 1
writer.close()
f.close()
def writeCandidateToId():
print 'Info: Writing canditateToId'
candidate = set()
for pf in Candidate.PART_FILE_NAME:
print 'Info: processing ' + pf
f = SepFile('|').open(pf, 'gzip', 'rb')
for line in f:
candidate.add(line[0])
f.close()
candidate = list(candidate)
writer = LineFile()
writer.open(Candidate.CANDIDATES_ID_TXT, 'txt', 'w')
candToId = {}
for i in range(len(candidate)):
candToId[candidate[i]] = str(i)
writer.writeLine(candidate[i] + '|' + str(i))
writer.close()
del candidate
gc.collect()
pickle.dump(candToId, open(Candidate.CANDIDATES_ID_PICKLE, 'wb'), True)
def writeCandidateToId():
print 'Info: Writing canditateToId'
candidate = set()
for pf in Candidate.PART_FILE_NAME:
print 'Info: processing ' + pf
f = SepFile('|').open(pf, 'gzip', 'rb')
for line in f:
candidate.add(line[0])
f.close()
candidate = list(candidate)
writer = LineFile()
writer.open(Candidate.CANDIDATES_ID_TXT, 'txt', 'w')
candToId = {}
for i in range(len(candidate)):
candToId[candidate[i]] = str(i)
writer.writeLine(candidate[i] + '|' + str(i))
writer.close()
del candidate
gc.collect()
pickle.dump(candToId, open(Candidate.CANDIDATES_ID_PICKLE, 'wb'), True)
def writeCandidateToId():
candidates = set()
match_dir = re.compile(os.path.join(Candidate.BASE_PATH, '.*\.gz'))
for (filename, _, files) in os.walk(Candidate.BASE_PATH):
for gzfile in files:
gzfile_dir = os.path.join(filename, gzfile)
if match_dir.search(gzfile_dir):
f = SepFile('|').open(gzfile_dir, mode='gzip', flag='r')
for line in f:
candidates.add(line[0])
f.close()
candidates = list(candidates)
writer = LineFile().open(Candidate.CANDIDATES_ID_TXT, mode='txt', flag='w')
candToId = {}
for i in range(len(candidates)):
candToId[candidates[i]] = str(i)
writer.writeLine(candidates[i] + '|' + str(i))
writer.close()
del candidates
gc.collect()
pickle.dump(candToId, open(Candidate.CANDIDATES_ID_PICKLE, 'wb'), True)
def writeQuserToId(mask=None, inOrOut=True):
qUser = set()
f = SepFile(',').open(Quser.TOTAL_QUSER_TXT, 'txt', 'r')
for line in f:
username = '******' + line[0]
if len(line[0]) == 0 and len(line[1]) != 0:
username = '******' + line[1]
if mask == None:
qUser.add(username)
else:
if inOrOut:
if username in mask:
qUser.add(username)
else:
if username not in mask:
qUser.add(username)
qUser = list(qUser)
f.close()
f = LineFile().open(Quser.QUSER_ID_TXT, 'txt', 'w')
for i in range(len(qUser)):
f.writeLine(qUser[i] + '|' + str(i))
f.close()
def writeQuserToId(mask=None, inOrOut=True):
qUser = set()
f = SepFile(',').open(Quser.TOTAL_QUSER_TXT, 'txt', 'r')
for line in f:
username = '******' + line[0]
if len(line[0]) == 0 and len(line[1]) != 0:
username = '******' + line[1]
if mask == None:
qUser.add(username)
else:
if inOrOut:
if username in mask:
qUser.add(username)
else:
if username not in mask:
qUser.add(username)
qUser = list(qUser)
f.close()
f = LineFile().open(Quser.QUSER_ID_TXT, 'txt', 'w')
for i in range(len(qUser)):
f.writeLine(qUser[i] + '|' + str(i))
f.close()
def procInterval(self, weekInterval): #与Quser不一样因为我们不需要把7天的加起来
userToOpenPackage = {}
num_record = 0
match_dir = re.compile(
os.path.join(self.candPath, '(' + '|'.join(weekInterval) + ')',
'.*\.gz'))
for (filename, _, files) in os.walk(self.candPath):
for gzfile in files:
gzfile_dir = os.path.join(filename, gzfile)
if match_dir.search(gzfile_dir):
f = SepFile('|').open(gzfile_dir, mode='gzip', flag='rb')
for line in f:
if line[0] not in userToOpenPackage:
if num_record >= self.max_record:
yield userToOpenPackage
userToOpenPackage = {}
userToOpenPackage[line[0]] = {}
if line[1] in self.qPackageToId:
userToOpenPackage[line[0]][line[1]] = int(
line[2])
num_record = 1
else:
userToOpenPackage[line[0]] = {}
if line[1] in self.qPackageToId:
userToOpenPackage[line[0]][line[1]] = int(
line[2])
num_record += 1
else:
if line[1] in self.qPackageToId:
if line[1] not in userToOpenPackage[line[0]]:
userToOpenPackage[line[0]][line[1]] = int(
line[2])
else:
userToOpenPackage[line[0]][line[1]] += int(
line[2])
f.close()
yield userToOpenPackage
def writeCandidateToId():
candidates = set()
match_dir = re.compile(os.path.join(Candidate.BASE_PATH, '.*\.gz'))
for (filename, _, files) in os.walk(Candidate.BASE_PATH):
for gzfile in files:
gzfile_dir = os.path.join(filename, gzfile)
if match_dir.search(gzfile_dir):
f = SepFile('|').open(gzfile_dir, mode='gzip', flag='r')
for line in f:
candidates.add(line[0])
f.close()
candidates = list(candidates)
writer = LineFile().open(Candidate.CANDIDATES_ID_TXT,
mode='txt',
flag='w')
candToId = {}
for i in range(len(candidates)):
candToId[candidates[i]] = str(i)
writer.writeLine(candidates[i] + '|' + str(i))
writer.close()
del candidates
gc.collect()
pickle.dump(candToId, open(Candidate.CANDIDATES_ID_PICKLE, 'wb'), True)
def procInterval(self, week): #quser只能控制周为单位的，不能控制条为单位
userToOpenPackage = {}
match_dir = re.compile(os.path.join(self.qUserPath, '(' + '|'.join(week) + ')', '.*\.gz'))
for (filename, _, files) in os.walk(self.qUserPath):
for gzfile in files:
gzfile_dir = os.path.join(filename, gzfile)
if match_dir.search(gzfile_dir):
f = SepFile('|').open(gzfile_dir, mode='gzip', flag='rb')
for line in f: #line[0] userId, line[1] packageName, line[2] openTimes
if line[0] not in userToOpenPackage:
userToOpenPackage[line[0]] = {}
if line[1] in self.qPackageToId:
if line[1] not in userToOpenPackage[line[0]]:
userToOpenPackage[line[0]][line[1]] = int(line[2])
else:
userToOpenPackage[line[0]][line[1]] += int(line[2])
else:
if line[1] in self.qPackageToId:
if line[1] not in userToOpenPackage[line[0]]:
userToOpenPackage[line[0]][line[1]] = int(line[2])
else:
userToOpenPackage[line[0]][line[1]] += int(line[2])
f.close()
return userToOpenPackage
}
#mask = {}
for (filename, dirs, files) in os.walk(appPath):
print filename
for gzfile in files:
[name, ext] = os.path.splitext(gzfile)
if ext == '.gz':
f = SepFile('|')
f.open(filename + os.sep + gzfile, mode='gzip', flag='rb')
for line in f:
if line[0] not in mask:
if line[1] not in openPackage:
openPackage[line[1]] = int(line[2])
else:
openPackage[line[1]] += int(line[2])
f.close()
openTimes = []
print 'sorting'
packs = openPackage.keys()
for key in packs:
openTimes.append(openPackage[key])
index = sorted(range(len(openTimes)),
key=lambda k: openTimes[k],
reverse=True)
print 'sorted'
writer = LineFile()
writer.open(appPath + os.sep + 'qUserOpenPackage.txt',
mode='txt',
flag='w')
for i in index:
def getQuserOpenPackage(
basePath='s3://datamining.ym/dmuser/ykang/results/qUserInLast5EachDay',
beginDay='2016-01-24',
interval_='30',
isForward='0',
s3DictBasePath='s3://datamining.ym/dmuser/ykang/data/spark.ouwan.qUserOpenPackage',
isDownload=True):
mconf = MissionConf().setAppName('getQuserOpenPackage')
msc = MissionContext(conf=mconf)
[_, appPath] = msc.getFolder()
if isDownload:
for theDay in getDaysGen(beginDay, int(interval_), int(isForward)):
BashUtil.s3Cp(os.path.join(basePath, theDay),
appPath + os.sep + theDay,
recursived=True)
openPackage = {}
mask = {
'imei=333333333333333': 1,
'imei=123456789abcdef': 1,
'imei=111111111111111': 1,
'imei=012345678912345': 1,
'imei=000000000000000': 1,
'imei=00000000000000': 1
}
for (filename, _, files) in os.walk(appPath):
print filename
for gzfile in files:
[_, ext] = os.path.splitext(gzfile)
if ext == '.gz':
f = SepFile('|')
f.open(filename + os.sep + gzfile, mode='gzip', flag='rb')
for line in f:
if line[0] not in mask:
if line[1] not in openPackage:
openPackage[line[1]] = int(line[2])
else:
openPackage[line[1]] += int(line[2])
f.close()
openTimes = []
print 'sorting'
packs = openPackage.keys()
for key in packs:
openTimes.append(openPackage[key])
index = sorted(range(len(openTimes)),
key=lambda k: openTimes[k],
reverse=True)
print 'sorted'
writer = LineFile()
writer.open(os.path.join(appPath, 'qUserOpenPackage.txt'),
mode='txt',
flag='w')
for i in index:
key = packs[i]
value = openPackage[key]
writer.writeLine(key + '|' + str(value))
writer.close()
BashUtil.s3Cp(os.path.join(appPath, 'qUserOpenPackage.txt'),
dst=os.path.join(s3DictBasePath, 'qUserOpenPackage.txt'),
recursived=False)
return openPackage
mask = {'imei=333333333333333':1, 'imei=123456789abcdef':1, 'imei=111111111111111':1, 'imei=012345678912345':1, 'imei=000000000000000':1, 'imei=00000000000000':1}
#mask = {}
for (filename, dirs, files) in os.walk(appPath):
print filename
for gzfile in files:
[name, ext] = os.path.splitext(gzfile)
if ext == '.gz':
f = SepFile('|')
f.open(filename+os.sep+gzfile, mode='gzip', flag='rb')
for line in f:
if line[0] not in mask:
if line[1] not in openPackage:
openPackage[line[1]] = int(line[2])
else:
openPackage[line[1]] += int(line[2])
f.close()
openTimes = []
print 'sorting'
packs = openPackage.keys()
for key in packs:
openTimes.append(openPackage[key])
index = sorted(range(len(openTimes)), key=lambda k: openTimes[k], reverse=True)
print 'sorted'
writer = LineFile()
writer.open(appPath+os.sep+'qUserOpenPackage.txt', mode='txt', flag='w')
for i in index:
key = packs[i]
value = openPackage[key]
writer.writeLine(key + '|' + str(value))
writer.close()