def __read_partial_shares(self, bldg_type: BldgType):
partial_ret_shares = self.__read_raw_df(self._es_cfg["RETROFIT"]["PARTIAL_SHARES"][bldg_type.name])
idx = partial_ret_shares[self._COL_LABEL_YOC].apply(lambda yoc: AgeClass.from_string(yoc))
partial_ret_shares.set_index(idx, inplace=True)
partial_ret_shares.drop(self._COL_LABEL_YOC, axis="columns", inplace=True)
partial_ret_shares.columns = [int(col_idx) if col_idx != self._COL_LABEL_BLDG_ELEMS else col_idx for col_idx in partial_ret_shares.columns]
bldg_elem_col = partial_ret_shares[self._COL_LABEL_BLDG_ELEMS].apply(self.__convert_bldg_elems_str_to_enum_array)
partial_ret_shares.drop(self._COL_LABEL_BLDG_ELEMS, axis="columns", inplace=True) # remove column to be able to use applymap on all numeric entries...
partial_ret_shares = partial_ret_shares.applymap(lambda x: x / 100) # in input files retrofit rates are in % from 0..100
partial_ret_shares = pd.concat([partial_ret_shares, bldg_elem_col], axis="columns") # add bldg elem col again
return partial_ret_shares
def __read_full_rates(self, bldg_type: BldgType):
"""
:param bldg_type:
:return: pandas df, index is AgeClass() instance, representing year of construction range
"""
full_ret_rates = self.__read_raw_df(self._es_cfg["RETROFIT"]["FULL_RATES"][bldg_type.name])
idx = full_ret_rates[self._COL_LABEL_YOC].apply(lambda yoc: AgeClass.from_string(yoc))
full_ret_rates.set_index(idx, inplace=True)
full_ret_rates.drop(self._COL_LABEL_YOC, axis="columns", inplace=True)
ac_to_part_ret_ac = full_ret_rates[self._COL_LABEL_PARTIAL_AC_MAPPING].apply(lambda ac: AgeClass.from_string(ac))
full_ret_rates.drop(self._COL_LABEL_PARTIAL_AC_MAPPING, axis="columns", inplace=True)
full_ret_rates.columns = [int(col_idx) for col_idx in full_ret_rates.columns]
full_ret_rates = full_ret_rates.applymap(lambda x: x / 100) # in input files retrofit rates are in % from 0..100
return pd.concat([full_ret_rates, ac_to_part_ret_ac], axis="columns")
def test_age_class_init_from_string():
the_ac = AgeClass.from_string(" < 1918")
assert the_ac.min_age == None
assert the_ac.max_age == 1917
the_ac = AgeClass.from_string("<=1922")
assert the_ac.min_age == None
assert the_ac.max_age == 1922
the_ac = AgeClass.from_string("1918-1947")
assert the_ac.min_age == 1918
assert the_ac.max_age == 1947
the_ac = AgeClass.from_string(" 1955 -2020")
assert the_ac.min_age == 1955
assert the_ac.max_age == 2020
the_ac = AgeClass.from_string(">2050")
assert the_ac.min_age == 2051
assert the_ac.max_age == None
the_ac = AgeClass.from_string(">= 2050")
assert the_ac.min_age == 2050
assert the_ac.max_age == None