def run_daemon(self):
redis_servers = settings.get_redis_servers()
for redis_server in redis_servers:
info = InfoThread(redis_server["server"], redis_server["port"],
redis_server.get("password", None))
self.threads.append(info)
info.setDaemon(True)
info.start()
# In this particular case, running a single MONITOR client can reduce
# the throughput by more than 50%. Running more MONITOR clients will
# reduce throughput even more.
try:
doitems=0
while self.active:
time.sleep(1)
doitems+=1
stats_provider = RedisLiveDataProvider.get_provider()
#try collection DB like:redis aofrewrite
if(doitems %3600==0):
stats_provider.collection_database()
except (KeyboardInterrupt, SystemExit):
self.stop()
def run(self):
"""Runs the thread.
"""
stats_provider = RedisLiveDataProvider.get_provider()
pool = redis.ConnectionPool(host=self.server, port=self.port, db=0,
password=self.password)
monitor = Monitor(pool)
commands = monitor.monitor()
for command in commands:
try:
parts = command.split(" ")
if len(parts) == 1:
continue
epoch = float(parts[0].strip())
timestamp = datetime.datetime.fromtimestamp(epoch)
# Strip '(db N)' and '[N x.x.x.x:xx]' out of the monitor str
if (parts[1] == "(db") or (parts[1][0] == "["):
parts = [parts[0]] + parts[3:]
command = parts[1].replace('"', '').upper()
if len(parts) > 2:
keyname = parts[2].replace('"', '').strip()
else:
keyname = None
if len(parts) > 3:
# TODO: This is probably more efficient as a list
# comprehension wrapped in " ".join()
arguments = ""
for x in xrange(3, len(parts)):
arguments += " " + parts[x].replace('"', '')
arguments = arguments.strip()
else:
arguments = None
if not command == 'INFO' and not command == 'MONITOR':
stats_provider.save_monitor_command(self.id,
timestamp,
command,
str(keyname),
str(arguments))
except Exception, e:
tb = traceback.format_exc()
print "==============================\n"
print datetime.datetime.now()
print tb
print command
print "==============================\n"
if self.stopped():
break
def run(self):
"""Runs the thread.
"""
stats_provider = RedisLiveDataProvider.get_provider()
pool = redis.ConnectionPool(host=self.server,
port=self.port,
db=0,
password=self.password)
monitor = Monitor(pool)
commands = monitor.monitor()
for command in commands:
try:
parts = command.split(" ")
if len(parts) == 1:
continue
epoch = float(parts[0].strip())
timestamp = datetime.datetime.fromtimestamp(epoch)
# Strip '(db N)' and '[N x.x.x.x:xx]' out of the monitor str
if (parts[1] == "(db") or (parts[1][0] == "["):
parts = [parts[0]] + parts[3:]
command = parts[1].replace('"', '').upper()
if len(parts) > 2:
keyname = parts[2].replace('"', '').strip()
else:
keyname = None
if len(parts) > 3:
# TODO: This is probably more efficient as a list
# comprehension wrapped in " ".join()
arguments = ""
for x in xrange(3, len(parts)):
arguments += " " + parts[x].replace('"', '')
arguments = arguments.strip()
else:
arguments = None
if command not in IGNORED_COMMANDS:
stats_provider.save_monitor_command(
self.id, timestamp, command, str(keyname),
str(arguments))
except Exception, e:
tb = traceback.format_exc()
print "==============================\n"
print datetime.datetime.now()
print tb
print command
print "==============================\n"
if self.stopped():
break
def run(self):
statsProvider = RedisLiveDataProvider.GetProvider()
pool = redis.ConnectionPool(host=self.server,
port=self.port,
db=0,
password=self.password)
monitor = Monitor(pool)
commands = monitor.monitor()
for command in commands:
try:
parts = command.split(" ")
if len(parts) == 1:
continue
t = parts[0].strip()
epoch = float(t)
timestamp = datetime.datetime.fromtimestamp(epoch)
# Strip '(db N)' and '[N x.x.x.x:xx]' out of the monitor str
if (parts[1] == "(db") or (parts[1][0] == "["):
parts = [parts[0]] + parts[3:]
command = parts[1].replace('"', '').upper()
if len(parts) > 2:
keyname = parts[2].replace('"', '').strip()
else:
keyname = None
if len(parts) > 3:
arguments = ""
for x in xrange(3, len(parts)):
arguments += " " + parts[x].replace('"', '')
arguments = arguments.strip()
else:
arguments = None
if command != 'INFO' and command != 'MONITOR':
statsProvider.SaveMonitorCommand(self.id, timestamp,
command, str(keyname),
str(arguments))
except Exception, e:
tb = traceback.format_exc()
print "==============================\n"
print datetime.datetime.now()
print tb
print command
print "==============================\n"
if self.stopped():
break
class BaseController(tornado.web.RequestHandler):
stats_provider = RedisLiveDataProvider.get_provider()
def getStatsPerServer(self, server):
try:
connection = redis.StrictRedis(host=server[0],
port=int(server[1]),
socket_timeout=3)
info = connection.info()
# when instances down ,this maybe slowly...
info.update({
"server_name": server,
"status": info.get("role"),
"last_save_humanized": info.get("last_save_time"),
"total_keys": connection.dbsize()
})
#master status
role = info["role"]
slaves = ""
if (role == "master"):
connected_slaves = (int)(info["connected_slaves"])
slaves = ""
for i in range(0, connected_slaves):
slaves += str(info["slave" + (str)(i)])
else:
master_host = info["master_host"]
master_port = (str)(info["master_port"])
master_link_status = info["master_link_status"]
master_sync_in_progress = info["master_sync_in_progress"]
if (master_host != ""):
slaves = master_host + ":" + (
str)(master_port) + "," + master_link_status
if (master_sync_in_progress == 1):
slaves += ",syncing"
info['master_slaves'] = slaves
except Exception, ex:
print ex
info = {
"role": "down",
"uptime_in_seconds": 0,
"total_commands_processed": 0,
"used_memory_human": "",
"connected_clients": "",
"status": "down",
"server_name": server,
"connected_clients": 0,
"used_memory_human": '?',
}
return info
def run(self):
"""Does all the work.
"""
stats_provider = RedisLiveDataProvider.get_provider()
redis_client = redis.StrictRedis(host=self.server,
port=self.port,
db=0,
password=self.password)
# process the results from redis
while not self.stopped():
try:
redis_info = redis_client.info()
current_time = datetime.datetime.now()
used_memory = int(redis_info['used_memory'])
# used_memory_peak not available in older versions of redis
try:
peak_memory = int(redis_info['used_memory_peak'])
except:
peak_memory = used_memory
stats_provider.save_memory_info(self.id, current_time,
used_memory, peak_memory)
stats_provider.save_info_command(self.id, current_time,
redis_info)
# databases=[]
# for key in sorted(redis_info.keys()):
# if key.startswith("db"):
# database = redis_info[key]
# database['name']=key
# databases.append(database)
# expires=0
# persists=0
# for database in databases:
# expires+=database.get("expires")
# persists+=database.get("keys")-database.get("expires")
# stats_provider.SaveKeysInfo(self.id, current_time, expires, persists)
time.sleep(1)
except Exception, e:
tb = traceback.format_exc()
print "==============================\n"
print datetime.datetime.now()
print tb
print "==============================\n"
def run(self):
"""Does all the work.
"""
stats_provider = RedisLiveDataProvider.get_provider()
redis_client = redis.StrictRedis(host=self.server, port=self.port, db=0,
password=self.password)
# process the results from redis
while not self.stopped():
try:
redis_info = redis_client.info()
current_time = datetime.datetime.now()
used_memory = int(redis_info['used_memory'])
# print redis_info
# used_memory_peak not available in older versions of redis
try:
peak_memory = int(redis_info['used_memory_peak'])
except:
peak_memory = used_memory
stats_provider.save_memory_info(self.id, current_time,
used_memory, peak_memory)
stats_provider.save_info_command(self.id, current_time,
redis_info)
# databases=[]
# for key in sorted(redis_info.keys()):
# if key.startswith("db"):
# database = redis_info[key]
# database['name']=key
# databases.append(database)
# expires=0
# persists=0
# for database in databases:
# expires+=database.get("expires")
# persists+=database.get("keys")-database.get("expires")
# stats_provider.SaveKeysInfo(self.id, current_time, expires, persists)
# time.sleep(1)
except Exception, e:
tb = traceback.format_exc()
print "==============================\n"
print datetime.datetime.now()
print tb
print "==============================\n"
def run_daemon(self):
try:
doitems = 0
while self.active:
try:
self.run_info()
except Exception:
print traceback.format_exc()
time.sleep(10)
doitems += 1
# try collection DB like:redis bgrewriteaof
if(doitems % 3600 == 0):
stats_provider = RedisLiveDataProvider.get_provider()
stats_provider.collection_database()
except (KeyboardInterrupt, SystemExit):
self.stop()
def run(self):
"""Does all the work.
"""
stats_provider = RedisLiveDataProvider.get_provider()
while not self.stopped():
try:
current_time = datetime.datetime.now()
deadline_time = current_time - datetime.timedelta(days = self.days)
stats_provider.delete_old_date(deadline_time)
time.sleep(10)
except Exception, e:
tb = traceback.format_exc()
print "==============================\n"
print datetime.datetime.now()
print tb
print "==============================\n"
def run(self):
self.stats_provider = RedisLiveDataProvider.get_provider()
redis_client = redis.StrictRedis(host=self.server,
port=self.port,
db=0,
password=self.password,
socket_timeout=3)
doitems = 0
while not self.stopped():
time.sleep(self.monitor_tick)
doitems += 1
try:
redis_info = {}
current_time = datetime.datetime.now()
try:
redis_info = redis_client.info()
except Exception:
self.servicedown()
print traceback.format_exc()
continue
# remove history
if (doitems % 30 == 0):
delta = datetime.timedelta(seconds=self.reserved_min * 60)
start = current_time - delta
self.stats_provider.delete_history(self.id, start)
self.LogInfo(redis_info, current_time, self.last)
if (self.last2.gettick_sec(current_time) >= 60):
self.LogInfo(redis_info, current_time, self.last2)
self.CheckMasterStatus(redis_info, current_time)
except Exception:
tb = traceback.format_exc()
print "==============================\n"
print datetime.datetime.now()
print tb
print "==============================\n"
def run(self):
self.stats_provider = RedisLiveDataProvider.get_provider()
redis_client = redis.StrictRedis(host=self.server, port=self.port, db=0,
password=self.password, socket_timeout=3)
doitems = 0
while not self.stopped():
time.sleep(self.monitor_tick)
doitems += 1
try:
redis_info = {}
current_time = datetime.datetime.now()
try:
redis_info = redis_client.info()
except Exception:
self.servicedown()
print traceback.format_exc()
continue
# remove history
if(doitems % 30 == 0):
delta = datetime.timedelta(seconds=self.reserved_min * 60)
start = current_time - delta
self.stats_provider.delete_history(self.id, start)
self.LogInfo(redis_info, current_time, self.last)
if(self.last2.gettick_sec(current_time) >= 60):
self.LogInfo(redis_info, current_time, self.last2)
self.CheckMasterStatus(redis_info, current_time)
except Exception:
tb = traceback.format_exc()
print "==============================\n"
print datetime.datetime.now()
print tb
print "==============================\n"
def run(self):
statsProvider = RedisLiveDataProvider.GetProvider()
redisClient = redis.StrictRedis(host=self.server, port=self.port, db=0)
while not self.stopped():
try:
redisInfo = redisClient.info()
currentTime = datetime.datetime.now()
used_memory = int(redisInfo['used_memory'])
peak_memory = int(redisInfo['used_memory_peak'])
statsProvider.SaveMemoryInfo(self.id, currentTime, used_memory,
peak_memory)
statsProvider.SaveInfoCommand(self.id, currentTime, redisInfo)
# databases=[]
# for key in sorted(redisInfo.keys()):
# if key.startswith("db"):
# database = redisInfo[key]
# database['name']=key
# databases.append(database)
# expires=0
# persists=0
# for database in databases:
# expires+=database.get("expires")
# persists+=database.get("keys")-database.get("expires")
# statsProvider.SaveKeysInfo(self.id, currentTime, expires, persists)
time.sleep(1)
except Exception, e:
tb = traceback.format_exc()
print "==============================\n"
print datetime.datetime.now()
print tb
print "==============================\n"
class BaseController(tornado.web.RequestHandler):
stats_provider = RedisLiveDataProvider.get_provider()
def getStatsPerServer(self, server):
try:
connection = redis.Redis(host=server[0],
port=(int)(server[1]),
db=0,
socket_timeout=0.1)
info = connection.info()
# when instances down ,this maybe slowly...
info.update({
"server_name": server,
"status": info.get("role"),
"last_save_humanized": info.get("last_save_time")
})
#master status
role = info["role"]
slaves = ""
if (role == "master"):
connected_slaves = (int)(info["connected_slaves"])
slaves = ""
for i in range(0, connected_slaves):
slaves += str(info["slave" + (str)(i)])
else:
master_host = info["master_host"]
master_port = (str)(info["master_port"])
master_link_status = info["master_link_status"]
master_sync_in_progress = info["master_sync_in_progress"]
if (master_host != ""):
slaves = master_host + ":" + (
str)(master_port) + "," + master_link_status
if (master_sync_in_progress == 1):
slaves += ",syncing"
info['master_slaves'] = slaves
except redis.exceptions.ConnectionError:
info = {
"role": "down",
"uptime_in_seconds": 0,
"total_commands_processed": 0,
"used_memory_human": "",
"connected_clients": "",
"status": "down",
"server_name": server,
"connected_clients": 0,
"used_memory_human": '?',
}
return info
def datetime_to_list(self, datetime):
"""Converts a datetime to a list.
Args:
datetime (datetime): The datetime to convert.
"""
parsed_date = dateutil.parser.parse(datetime)
# don't return the last two fields, we don't want them.
return tuple(parsed_date.timetuple())[:-2]
# todo : fix this
def average_data(self, data):
"""Averages data.
TODO: More docstring here, once functionality is understood.
"""
average = []
deviation = 1024 * 1024
start = dateutil.parser.parse(data[0][0])
end = dateutil.parser.parse(data[-1][0])
difference = end - start
weeks, days = divmod(difference.days, 7)
minutes, seconds = divmod(difference.seconds, 60)
hours, minutes = divmod(minutes, 60)
# TODO: These if/elif/else branches chould probably be broken out into
# individual functions to make it easier to follow what's going on.
if difference.days > 0:
current_max = 0
current_current = 0
current_d = 0
for dt, max_memory, current_memory in data:
d = dateutil.parser.parse(dt)
if d.day != current_d:
current_d = d.day
average.append([dt, max_memory, current_memory])
current_max = max_memory
current_current = current_memory
else:
if max_memory > current_max or \
current_memory > current_current:
average.pop()
average.append([dt, max_memory, current_memory])
current_max = max_memory
current_current = current_memory
elif hours > 0:
current_max = 0
current_current = 0
current = -1
keep_flag = False
for dt, max_memory, current_memory in data:
d = dateutil.parser.parse(dt)
if d.hour != current:
current = d.hour
average.append([dt, max_memory, current_memory])
current_max = max_memory
current_current = current_memory
keep_flag = False
elif abs(max_memory - current_max) > deviation or \
abs(current_memory - current_current) > deviation:
# average.pop()
average.append([dt, max_memory, current_memory])
current_max = max_memory
current_current = current_memory
keep_flag = True
elif max_memory > current_max or \
current_memory > current_current:
if keep_flag != True:
average.pop()
average.append([dt, max_memory, current_memory])
current_max = max_memory
current_current = current_memory
keep_flag = False
else:
current_max = 0
current_current = 0
current_m = -1
keep_flag = False
for dt, max_memory, current_memory in data:
d = dateutil.parser.parse(dt)
if d.minute != current_m:
current_m = d.minute
average.append([dt, max_memory, current_memory])
current_max = max_memory
current_current = current_memory
keep_flag = False
elif abs(max_memory - current_max) > deviation or \
abs(current_memory - current_current) > deviation:
# average.pop()
average.append([dt, max_memory, current_memory])
current_max = max_memory
current_current = current_memory
keep_flag = True
elif max_memory > current_max or \
current_memory > current_current:
if keep_flag != True:
average.pop()
average.append([dt, max_memory, current_memory])
current_max = max_memory
current_current = current_memory
keep_flag = False
return average
def run(self):
"""Does all the work.
"""
monitor_tick=2 #log times every sec
reserved_min = 1440*7 # data reserved time,1day=1440
stats_provider = RedisLiveDataProvider.get_provider()
redis_client = redis.StrictRedis(host=self.server, port=self.port, db=0,
password=self.password)
last_expired_keys=0
last_evicted_keys=0
last_keyspace_hits=0
last_keyspace_misses=0
last_total_commands_processed=0
last_role_status=""
last_role={}
doitems=0
# process the results from redis
while not self.stopped():
time.sleep(monitor_tick)
doitems+=1
try:
redis_info={}
current_time = datetime.datetime.now()
redis_info = redis_client.info()
# not save,for it let aof too large in redis
# try:
# redis_info = redis_client.info()
# except Exception, e:
# redis_info['role']='down'
# redis_info['uptime_in_seconds']=0
# redis_info['total_commands_processed']=0
# redis_info['used_memory_human']=''
# redis_info['connected_clients']=''
#
# stats_provider.save_info_command(self.id, current_time,
# redis_info)
# print "==============================\n"
# print datetime.datetime.now()
# print traceback.format_exc()
# print "==============================\n"
# continue
#
# info all
# stats_provider.save_info_command(self.id, current_time,
# redis_info)
#try remove history
if(doitems %30==0):
delta = datetime.timedelta(seconds=reserved_min*60)
start = current_time - delta
stats_provider.delete_history(self.id,start)
#memory
used_memory = int(redis_info['used_memory'])
# used_memory_peak not available in older versions of redis
try:
peak_memory = int(redis_info['used_memory_peak'])
except:
peak_memory = used_memory
# stats_provider.save_memory_info(self.id, current_time,
# used_memory, peak_memory)
#
#keys info
databases=[]
for key in sorted(redis_info.keys()):
if key.startswith("db"):
database = redis_info[key]
database['name']=key
databases.append(database)
expires=0
persists=0
for database in databases:
expires+=database.get("expires")
persists+=database.get("keys")-database.get("expires")
expired_keys=redis_info["expired_keys"]
evicted_keys=redis_info["evicted_keys"]
keyspace_hits=redis_info["keyspace_hits"]
keyspace_misses=redis_info["keyspace_misses"]
total_commands_processed=redis_info["total_commands_processed"]
expired=0
evicted=0
if(last_expired_keys>0 or last_evicted_keys>0):
expired=expired_keys-last_expired_keys
if(expired>=0):
expired= (int)(expired/monitor_tick)
last_expired_keys=expired_keys
else:
expired=0
last_expired_keys=0
evicted=evicted_keys-last_evicted_keys
if(evicted>=0):
evicted= (int)(evicted/monitor_tick)
last_evicted_keys= evicted_keys
else:
evicted=0
last_evicted_keys=0
else:
last_expired_keys=expired_keys
last_evicted_keys=evicted_keys
hit_rate=0
if(last_keyspace_hits>0 or last_keyspace_misses>0):
hits=keyspace_hits-last_keyspace_hits
miss=keyspace_misses - last_keyspace_misses
if(hits>=0 and miss>=0):
total=hits+miss
if(total>0):
hit_rate= (int)((hits*100)/(hits+miss))
last_keyspace_hits=keyspace_hits
last_keyspace_misses=keyspace_misses
else:
last_keyspace_hits=0
last_keyspace_misses =0
else:
last_keyspace_hits=keyspace_hits
last_keyspace_misses=keyspace_misses
commands=0
if(last_total_commands_processed>0):
commands=total_commands_processed-last_total_commands_processed
if(commands>=0):
commands=(int)(commands/monitor_tick)
last_total_commands_processed=total_commands_processed
else:
last_total_commands_processed=0
commands=0
else:
last_total_commands_processed=total_commands_processed
stats_provider.save_keys_Info(self.id, current_time, expires, persists,
expired,evicted,hit_rate,commands,used_memory, peak_memory)
#master status
role=redis_info["role"]
role_status={}
if(role=="master"):
connected_slaves=(int)(redis_info["connected_slaves"])
slaves=""
for i in range(0,connected_slaves):
slaves+=redis_info["slave"+(str)(i)]
role_status={"role":role,"slaves":slaves}
else:
master_host=redis_info["master_host"]
master_port=(str)(redis_info["master_port"])
master_link_status=redis_info["master_link_status"]
master_sync_in_progress=redis_info["master_sync_in_progress"]
role_status={"role":role,
"master_host_port":master_host+":"+master_port,
"master_link_status":master_link_status,
"master_sync_in_progress":master_sync_in_progress }
role_cur=json.dumps(role_status)
if(role_cur!=last_role_status):
#monitor first start,not save
if(last_role_status!=""):
stats_provider.save_status_info(self.id, current_time, role_status)
self.sendslavesms(role_status,last_role)
last_role_status=role_cur
last_role=role_status
except Exception, e:
last_expired_keys=0
last_evicted_keys=0
last_keyspace_hits=0
last_keyspace_misses=0
last_total_commands_processed=0
tb = traceback.format_exc()
print "==============================\n"
print datetime.datetime.now()
print tb
print "==============================\n"
class BaseController(tornado.web.RequestHandler):
stats_provider = RedisLiveDataProvider.get_provider()
def datetime_to_list(self, datetime):
"""Converts a datetime to a list.
Args:
datetime (datetime): The datetime to convert.
"""
parsed_date = dateutil.parser.parse(datetime)
# don't return the last two fields, we don't want them.
return tuple(parsed_date.timetuple())[:-2]
# todo : fix this
def average_data(self, data):
"""Averages data.
TODO: More docstring here, once functionality is understood.
"""
average = []
deviation = 1024 * 1024
start = dateutil.parser.parse(data[0][0])
end = dateutil.parser.parse(data[-1][0])
difference = end - start
weeks, days = divmod(difference.days, 7)
minutes, seconds = divmod(difference.seconds, 60)
hours, minutes = divmod(minutes, 60)
# TODO: These if/elif/else branches chould probably be broken out into
# individual functions to make it easier to follow what's going on.
if difference.days > 0:
current_max = 0
current_current = 0
current_d = 0
for dt, max_memory, current_memory in data:
d = dateutil.parser.parse(dt)
if d.day != current_d:
current_d = d.day
average.append([dt, max_memory, current_memory])
current_max = max_memory
current_current = current_memory
else:
if max_memory > current_max or \
current_memory > current_current:
average.pop()
average.append([dt, max_memory, current_memory])
current_max = max_memory
current_current = current_memory
elif hours > 0:
current_max = 0
current_current = 0
current = -1
keep_flag = False
for dt, max_memory, current_memory in data:
d = dateutil.parser.parse(dt)
if d.hour != current:
current = d.hour
average.append([dt, max_memory, current_memory])
current_max = max_memory
current_current = current_memory
keep_flag = False
elif abs(max_memory - current_max) > deviation or \
abs(current_memory - current_current) > deviation:
# average.pop()
average.append([dt, max_memory, current_memory])
current_max = max_memory
current_current = current_memory
keep_flag = True
elif max_memory > current_max or \
current_memory > current_current:
if keep_flag != True:
average.pop()
average.append([dt, max_memory, current_memory])
current_max = max_memory
current_current = current_memory
keep_flag = False
else:
current_max = 0
current_current = 0
current_m = -1
keep_flag = False
for dt, max_memory, current_memory in data:
d = dateutil.parser.parse(dt)
if d.minute != current_m:
current_m = d.minute
average.append([dt, max_memory, current_memory])
current_max = max_memory
current_current = current_memory
keep_flag = False
elif abs(max_memory - current_max) > deviation or \
abs(current_memory - current_current) > deviation:
# average.pop()
average.append([dt, max_memory, current_memory])
current_max = max_memory
current_current = current_memory
keep_flag = True
elif max_memory > current_max or \
current_memory > current_current:
if keep_flag != True:
average.pop()
average.append([dt, max_memory, current_memory])
current_max = max_memory
current_current = current_memory
keep_flag = False
return average
class BaseController(tornado.web.RequestHandler):
statsProvider = RedisLiveDataProvider.GetProvider()
def DateTimeToList(self, datetime):
parsedDate = dateutil.parser.parse(datetime)
return [
parsedDate.year, parsedDate.month, parsedDate.day, parsedDate.hour,
parsedDate.minute, parsedDate.second
]
# todo : fix this
def AverageData(self, data):
average = []
deviation = 1024 * 1024
start = dateutil.parser.parse(data[0][0])
end = dateutil.parser.parse(data[-1][0])
difference = end - start
weeks, days = divmod(difference.days, 7)
minutes, seconds = divmod(difference.seconds, 60)
hours, minutes = divmod(minutes, 60)
if difference.days > 0:
current_max = 0
current_current = 0
current_d = 0
for dt, maxMemory, currentMemory in data:
d = dateutil.parser.parse(dt)
if d.day != current_d:
current_d = d.day
average.append([dt, maxMemory, currentMemory])
current_max = maxMemory
current_current = currentMemory
else:
if maxMemory > current_max or currentMemory > current_current:
average.pop()
average.append([dt, maxMemory, currentMemory])
current_max = maxMemory
current_current = currentMemory
elif hours > 0:
current_max = 0
current_current = 0
current = -1
keep_flag = False
for dt, maxMemory, currentMemory in data:
d = dateutil.parser.parse(dt)
if d.hour != current:
current = d.hour
average.append([dt, maxMemory, currentMemory])
current_max = maxMemory
current_current = currentMemory
keep_flag = False
elif abs(maxMemory - current_max) > deviation or abs(
currentMemory - current_current) > deviation:
#average.pop()
average.append([dt, maxMemory, currentMemory])
current_max = maxMemory
current_current = currentMemory
keep_flag = True
elif maxMemory > current_max or currentMemory > current_current:
if keep_flag != True:
average.pop()
average.append([dt, maxMemory, currentMemory])
current_max = maxMemory
current_current = currentMemory
keep_flag = False
else:
current_max = 0
current_current = 0
current_m = -1
keep_flag = False
for dt, maxMemory, currentMemory in data:
d = dateutil.parser.parse(dt)
if d.minute != current_m:
current_m = d.minute
average.append([dt, maxMemory, currentMemory])
current_max = maxMemory
current_current = currentMemory
keep_flag = False
elif abs(maxMemory - current_max) > deviation or abs(
currentMemory - current_current) > deviation:
#average.pop()
average.append([dt, maxMemory, currentMemory])
current_max = maxMemory
current_current = currentMemory
keep_flag = True
elif maxMemory > current_max or currentMemory > current_current:
if keep_flag != True:
average.pop()
average.append([dt, maxMemory, currentMemory])
current_max = maxMemory
current_current = currentMemory
keep_flag = False
return average