def show_covered_exception(b, **kwargs):
euas = gbs.get_all_building_set()
print b in euas
bs = [x for x in euas if '{0}0000{1}'.format(x[:2], x[-2:]) == b]
if 'bs' in kwargs:
bs = kwargs['bs']
dfs = []
df = uo.view_building(b, 'Electric_(kBtu)')
dfs.append(df)
if 'year' in kwargs:
year = kwargs['year']
df = df[(df['year'] == year) & (df['month'].isin([1, 2, 3]))]
print b
print df[['Region_No.', 'month', 'Electric_(kBtu)']]
for x in bs[:3]:
print x
df = uo.view_building(x, 'Electric_(kBtu)')
if 'year' in kwargs:
year = kwargs['year']
df = df[(df['year'] == year) & (df['month'].isin([1, 2, 3]))]
dfs.append(df)
if 'year' in kwargs:
print
print df[['Region_No.', 'month', 'Electric_(kBtu)']]
df_all = pd.concat(dfs, ignore_index=True)
df_all.drop(['year', 'month'], axis=1, inplace=True)
df_all.sort(['Fiscal_Year', 'Fiscal_Month', 'Building_Number'],
inplace=True)
print 'write to {0}.csv'.format(b)
df_all.to_csv(homedir + 'question/facility_building/{0}.csv'.format(b), index=False)
return
def check_covered_component():
ids = gbs.get_covered_set()
f_ids = [x for x in ids if '0000' in x]
b_ids = [x for x in ids if not '0000' in x]
euas = gbs.get_all_building_set()
print len(euas)
print 'total {0}, facility {1}, building {2}'.format(
len(ids), len(f_ids), len(b_ids))
for f in f_ids:
dfs = []
df = uo.view_building(f, 'Electric_(kBtu)')
bs = [
x for x in euas
if '{0}0000{1}'.format(x[:2], x[-2:]) == f and not '0000' in x
]
if len(bs) == 0:
print 'no building under {0}'.format(f)
continue
dfs.append(df)
for b in bs:
df = uo.view_building(b, 'Electric_(kBtu)')
dfs.append(df)
df_all = pd.concat(dfs, ignore_index=True)
df_all.sort(['year', 'month', 'Building_Number'], inplace=True)
print 'write to {0}.csv'.format(f)
df_all.to_csv(homedir + 'question/facility_building/{0}.csv'.format(f),
index=False)
def show_covered_exception(b, **kwargs):
euas = gbs.get_all_building_set()
print b in euas
bs = [x for x in euas if '{0}0000{1}'.format(x[:2], x[-2:]) == b]
if 'bs' in kwargs:
bs = kwargs['bs']
dfs = []
df = uo.view_building(b, 'Electric_(kBtu)')
dfs.append(df)
if 'year' in kwargs:
year = kwargs['year']
df = df[(df['year'] == year) & (df['month'].isin([1, 2, 3]))]
print b
print df[['Region_No.', 'month', 'Electric_(kBtu)']]
for x in bs[:3]:
print x
df = uo.view_building(x, 'Electric_(kBtu)')
if 'year' in kwargs:
year = kwargs['year']
df = df[(df['year'] == year) & (df['month'].isin([1, 2, 3]))]
dfs.append(df)
if 'year' in kwargs:
print
print df[['Region_No.', 'month', 'Electric_(kBtu)']]
df_all = pd.concat(dfs, ignore_index=True)
df_all.drop(['year', 'month'], axis=1, inplace=True)
df_all.sort(['Fiscal_Year', 'Fiscal_Month', 'Building_Number'],
inplace=True)
print 'write to {0}.csv'.format(b)
df_all.to_csv(homedir + 'question/facility_building/{0}.csv'.format(b),
index=False)
return
def eisa_building_in_euas():
df = pd.read_csv(os.getcwd() + '/input/FY/covered/Covered_Facilities_All Energy mmBTUs_FY14_EISA07Sec432_input.csv')
buildings = df['Building_Number'].unique()
facility = df['Facility_Number'].unique()
print 'total building {0}, total facility {1}'.format(len(buildings), len(facility))
euas = gbs.get_all_building_set()
print len(euas.intersection(buildings)), len(euas.intersection(facility))
print euas.intersection(buildings)
def euas_covered():
covered = gbs.get_covered_set()
euas = gbs.get_all_building_set()
good_elec = gbs.get_energy_set('eui_elec')
good_gas = gbs.get_energy_set('eui_gas')
print len(covered.intersection(euas))
print len(covered.intersection(good_elec))
print len(covered.intersection(good_gas))
def euas_covered():
covered = gbs.get_covered_set()
euas = gbs.get_all_building_set()
good_elec = gbs.get_energy_set('eui_elec')
good_gas = gbs.get_energy_set('eui_gas')
print len(covered.intersection(euas))
print len(covered.intersection(good_elec))
print len(covered.intersection(good_gas))
def eisa_building_in_euas():
df = pd.read_csv(
os.getcwd() +
'/input/FY/covered/Covered_Facilities_All Energy mmBTUs_FY14_EISA07Sec432_input.csv'
)
buildings = df['Building_Number'].unique()
facility = df['Facility_Number'].unique()
print 'total building {0}, total facility {1}'.format(
len(buildings), len(facility))
euas = gbs.get_all_building_set()
print len(euas.intersection(buildings)), len(euas.intersection(facility))
print euas.intersection(buildings)
def check_covered_component():
ids = gbs.get_covered_set()
f_ids = [x for x in ids if '0000' in x]
b_ids = [x for x in ids if not '0000' in x]
euas = gbs.get_all_building_set()
print len(euas)
print 'total {0}, facility {1}, building {2}'.format(len(ids), len(f_ids), len(b_ids))
for f in f_ids:
dfs = []
df = uo.view_building(f, 'Electric_(kBtu)')
bs = [x for x in euas if '{0}0000{1}'.format(x[:2], x[-2:]) == f and not '0000' in x]
if len(bs) == 0:
print 'no building under {0}'.format(f)
continue
dfs.append(df)
for b in bs:
df = uo.view_building(b, 'Electric_(kBtu)')
dfs.append(df)
df_all = pd.concat(dfs, ignore_index=True)
df_all.sort(['year', 'month', 'Building_Number'], inplace=True)
print 'write to {0}.csv'.format(f)
df_all.to_csv(homedir + 'question/facility_building/{0}.csv'.format(f), index=False)
