def __init__(self,ini_date, end_date, id_meters = None):
self.__ini_date = ini_date
self.__end_date = end_date
ids = []
if id_meters is None:
ids = Raw_data.get_id_meters()
else:
ids = id_meters
self.insert_update()
# Creates each object and find mininma maxima
for meter in ids:
meter_data_obj = Meter_data(meter,self.__ini_date,self.__end_date,self.__id_meter_data_collection)
min_obj,max_obj = meter_data_obj.get_min_max()
if (min_obj < self.__min_val):
self.__min_val = min_obj
if(max_obj > self.__max_val):
self.__max_val = max_obj
self.__meters_data[meter] = meter_data_obj
# after finding min and max, update
self.insert_update()
# Normalize all the measurements and insert into DB
for meter_id,meter_data_obj in self.__meters_data.items():
meter_data_obj.normalize(self.__min_val,self.__max_val)
meter_data_obj.insert()
def __init__(self,id_meter, ini, end, id_meter_data_collection = None, insert=False):
if(id_meter_data_collection is not None):
self.__id_meter_data_collection = id_meter_data_collection
self.__id_meter = id_meter
if(insert):
self.insert()
r = Raw_data()
v = []
d = []
for item in r.get_interval(ini,end,id_meter):
v.append(item.kwh)
d.append(item.date)
self.__measurements = np.array(v)
self.__dates = d
from classes.raw_data import Raw_data
from classes.date import Smart_meter_date
import datetime
import copy
rd = Raw_data()
meters = rd.get_id_meters()
smd_ini_date = Smart_meter_date()
smd_ini_date.set_datetime(year=2009, month=12, day=21, hour=0, minute=0)
smd_end_date = Smart_meter_date()
smd_end_date.set_datetime(year=2010, month=12, day=21, hour=0, minute=0)
i = 0
weekdays = list(range(0, 6))
d = {}
total_meters = 0
for meter in meters:
rd = Raw_data(id_meter=meter)
print(meter)
d[meter] = rd.get_profile(smd_ini_date, smd_end_date)
print(d[meter])
total_meters += 1
if total_meters > 3000:
break
from classes.raw_data import Raw_data
rd = Raw_data()
for raw_data_obj in rd.get_full_data():
print(raw_data_obj)
#raw_data_obj.update()
