# Copyright (c) 2017-present, Facebook, Inc. # All rights reserved. # # This source code is licensed under the BSD-style license found in the # LICENSE file in the root directory of this source tree. An additional grant # of patent rights can be found in the PATENTS file in the same directory. from __future__ import absolute_import from __future__ import division from __future__ import print_function from __future__ import unicode_literals import pandas as pd import numpy as np import warnings import holidays as hdays_part1 import fbprophet.hdays as hdays_part2 import inspect def generate_holidays_file(): """Generate csv file of all possible holiday names, ds, and countries, year combination """ years = np.arange(1995, 2045, 1) all_holidays = [] # class names in holiday packages which are not countries class_to_exclude = set(['rd', 'datetime', 'date', 'HolidayBase', 'Calendar', 'LunarDate', 'timedelta', 'date']) class_list2 = inspect.getmembers(hdays_part2, inspect.isclass) country_set2 = set(list(zip(*class_list2))[0]) country_set2 -= class_to_exclude for country in country_set2: with warnings.catch_warnings(): warnings.simplefilter("ignore") temp = getattr(hdays_part2, country)(years=years) temp_df = pd.DataFrame(list(temp.items()), columns=['ds', 'holiday']) temp_df['country'] = country all_holidays.append(temp_df) class_list1 = inspect.getmembers(hdays_part1, inspect.isclass) country_set1 = set(list(zip(*class_list1))[0]) country_set1 -= class_to_exclude # Avoid overwrting holidays get from hdays_part2 country_set1 -= country_set2 for country in country_set1: temp = getattr(hdays_part1, country)(years=years) temp_df = pd.DataFrame(list(temp.items()), columns=['ds', 'holiday']) temp_df['country'] = country all_holidays.append(temp_df) generated_holidays = pd.concat(all_holidays, axis=0, ignore_index=True) generated_holidays['year'] = generated_holidays.ds.apply(lambda x: x.year) generated_holidays.to_csv("../R/data-raw/generated_holidays.csv") if __name__ == "__main__": # execute only if run as a script generate_holidays_file()