def temps_to_building_pkl(facility):
start_date = datetime.strptime("1/1/2011 00:00:00", "%m/%d/%Y %H:%M:%S").replace(tzinfo = tz_used)
full_year_times = \
[(start_date + rdatetime.timedelta(hours = n)) for n in range(8760)]
data, desc = qload("temps_"+facility+".pkl",loc="")
full_temps, temps_oriflag = fill_in(data,full_year_times)
temp_times, temp_vals = zip(*full_temps)
temps = (np.array(temp_vals), np.array(temps_oriflag))
dataagg, descagg = qload("state_b_records_2011_with_temps.pkl",loc = "")
def temps_to_building_pkl(facility):
start_date = datetime.strptime("1/1/2011 00:00:00",
"%m/%d/%Y %H:%M:%S").replace(tzinfo=tz_used)
full_year_times = \
[(start_date + rdatetime.timedelta(hours = n)) for n in range(8760)]
data, desc = qload("temps_" + facility + ".pkl", loc="")
full_temps, temps_oriflag = fill_in(data, full_year_times)
temp_times, temp_vals = zip(*full_temps)
temps = (np.array(temp_vals), np.array(temps_oriflag))
dataagg, descagg = qload("state_b_records_2011_with_temps.pkl", loc="")
def toadd_to_building_pkls(data,k):
start_date = datetime.strptime("1/1/2011 00:00:00", "%m/%d/%Y %H:%M:%S").replace(tzinfo = tz_used)
full_year_times = \
[(start_date + rdatetime.timedelta(hours = n)) for n in range(8760)]
toadd, desctemp = qload("temps_"+k+".pkl",loc=data_loc + '2011/')
### fix it
#times, tempe = zip(*toadd)
# temp = {}
# for date, number in toadd:
# if date not in temp: # we see this key for the first time
# temp[date] = (date, number)
# result = temp.values()
result = list(set(toadd)).sorted()
full_temps, temps_oriflag = fill_in(result,full_year_times)
temp_times, temp_vals = zip(*full_temps)
temps = (np.array(temp_vals), np.array(temps_oriflag))
return data
def toadd_to_building_pkls(data, k):
start_date = datetime.strptime("1/1/2011 00:00:00",
"%m/%d/%Y %H:%M:%S").replace(tzinfo=tz_used)
full_year_times = \
[(start_date + rdatetime.timedelta(hours = n)) for n in range(8760)]
toadd, desctemp = qload("temps_" + k + ".pkl", loc=data_loc + '2011/')
### fix it
#times, tempe = zip(*toadd)
# temp = {}
# for date, number in toadd:
# if date not in temp: # we see this key for the first time
# temp[date] = (date, number)
# result = temp.values()
result = list(set(toadd)).sorted()
full_temps, temps_oriflag = fill_in(result, full_year_times)
temp_times, temp_vals = zip(*full_temps)
temps = (np.array(temp_vals), np.array(temps_oriflag))
return data
full_year_times = \
[(start_date + rdatetime.timedelta(hours = n)) for n in range(8760)]
toadd, desctemp = qload("temps_"+k+".pkl",loc=data_loc + '2011/')
### fix it
#times, tempe = zip(*toadd)
# temp = {}
# for date, number in toadd:
# if date not in temp: # we see this key for the first time
# temp[date] = (date, number)
# result = temp.values()
result = list(set(toadd)).sorted()
full_temps, temps_oriflag = fill_in(result,full_year_times)
temp_times, temp_vals = zip(*full_temps)
temps = (np.array(temp_vals), np.array(temps_oriflag))
return data
if __name__== "__main__":
facilities = {'1636483694' :'Danville',
'1988756172' :'Galesburg',
'2550170006' :'Vienna',
'5379783532' :'Pinckneyville'}
data, desc = qload("state_b_records_2011_with_temps.pkl",loc = data_loc)
for k in facilities:
data = toadd_to_building_pkls(data,k)
qdump((data,desc),"state_b_records_2011_with_temps.pkl",loc=data_loc)
"%m/%d/%Y %H:%M:%S").replace(tzinfo=tz_used)
full_year_times = \
[(start_date + rdatetime.timedelta(hours = n)) for n in range(8760)]
toadd, desctemp = qload("temps_" + k + ".pkl", loc=data_loc + '2011/')
### fix it
#times, tempe = zip(*toadd)
# temp = {}
# for date, number in toadd:
# if date not in temp: # we see this key for the first time
# temp[date] = (date, number)
# result = temp.values()
result = list(set(toadd)).sorted()
full_temps, temps_oriflag = fill_in(result, full_year_times)
temp_times, temp_vals = zip(*full_temps)
temps = (np.array(temp_vals), np.array(temps_oriflag))
return data
if __name__ == "__main__":
facilities = {
'1636483694': 'Danville',
'1988756172': 'Galesburg',
'2550170006': 'Vienna',
'5379783532': 'Pinckneyville'
}
data, desc = qload("state_b_records_2011_with_temps.pkl", loc=data_loc)
for k in facilities:
data = toadd_to_building_pkls(data, k)
qdump((data, desc), "state_b_records_2011_with_temps.pkl", loc=data_loc)