def assign_data_to_year(carbon_trust_data, base_yr):
"""Fill every base year day with correct data
Arguments
----------
carbon_trust_data : data
Raw data
base_yr : int
Base Year
"""
shape_non_peak_y_dh = np.zeros((365, 24), dtype="float")
# Create list with all dates of a whole year
list_dates = date_prop.fullyear_dates(
start=date(base_yr, 1, 1),
end=date(base_yr, 12, 31))
# Assign every date to the place in the array of the year
for yearday in list_dates:
month_python = yearday.timetuple().tm_mon - 1 # - 1 because in _info: Month 1 = Jan
yearday_python = yearday.timetuple().tm_yday - 1 # - 1 because in _info: 1.Jan = 1
daytype = date_prop.get_weekday_type(yearday)
# Get day from HES raw data array
_data = carbon_trust_data[daytype][month_python]
# Add values to yearly
_data = np.array(list(_data.items()))
shape_non_peak_y_dh[yearday_python] = np.array(_data[:, 1], dtype="float")
return shape_non_peak_y_dh
def test_fullyear_dates():
"""Testing
"""
start_date = date(2015, 1, 1)
end_date = date(2015, 1, 4)
expected = [
date(2015, 1, 1),
date(2015, 1, 2),
date(2015, 1, 3),
date(2015, 1, 4)
]
# call function
out_value = date_prop.fullyear_dates(start_date, end_date)
assert out_value == expected
def assign_hes_data_to_year(nr_of_appliances, hes_data, base_yr):
"""Fill every base year day with correct data
Arguments
----------
nr_of_appliances : dict
Defines how many appliance types are stored (max 10 provided in original hes file)
hes_data : array
HES raw data for every month and daytype and appliance
base_yr : float
Base year to generate shapes
Returns
-------
year_raw_values : array
Energy data for every day in the base year for every appliances
"""
year_raw_values = np.zeros((365, 24, nr_of_appliances), dtype=float) #yeardays, houry, appliances
# Create list with all dates of a whole year
list_dates = date_prop.fullyear_dates(
start=date(base_yr, 1, 1),
end=date(base_yr, 12, 31))
# Assign every date to the place in the array of the year
for yearday_date in list_dates:
month_python = date_prop.get_month_from_yeraday(
yearday_date.timetuple().tm_year,
yearday_date.timetuple().tm_yday)
yearday_python = date_prop.date_to_yearday(
yearday_date.timetuple().tm_year,
yearday_date.timetuple().tm_mon,
yearday_date.timetuple().tm_mday)
daytype_str = date_prop.get_weekday_type(yearday_date)
# Get day from HES raw data array
year_raw_values[yearday_python] = hes_data[daytype_str][month_python]
return year_raw_values