# # Copyright 2013 Quantopian, Inc. # # Licensed under the Apache License, Version 2.0 (the "License"); # you may not use this file except in compliance with the License. # You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software # distributed under the License is distributed on an "AS IS" BASIS, # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. # See the License for the specific language governing permissions and # limitations under the License. import pandas as pd import pytz from datetime import datetime, timedelta from dateutil import rrule from delorean import Delorean start = datetime(1990, 1, 1, tzinfo=pytz.utc) end_dln = Delorean(datetime.utcnow(), pytz.utc.zone) end_dln.shift('US/Eastern').truncate('day').shift(pytz.utc.zone) end = end_dln.datetime - timedelta(days=1) def get_non_trading_days(start, end): non_trading_rules = [] weekends = rrule.rrule( rrule.YEARLY, byweekday=(rrule.SA, rrule.SU), cache=True, dtstart=start, until=end ) non_trading_rules.append(weekends) new_years = rrule.rrule( rrule.MONTHLY, byyearday=1, cache=True, dtstart=start, until=end ) non_trading_rules.append(new_years) new_years_sunday = rrule.rrule( rrule.MONTHLY, byyearday=2, byweekday=rrule.MO, cache=True, dtstart=start, until=end ) non_trading_rules.append(new_years_sunday) mlk_day = rrule.rrule( rrule.MONTHLY, bymonth=1, byweekday=(rrule.MO(+3)), cache=True, dtstart=datetime(1998, 1, 1, tzinfo=pytz.utc), until=end ) non_trading_rules.append(mlk_day) presidents_day = rrule.rrule( rrule.MONTHLY, bymonth=2, byweekday=(rrule.MO(3)), cache=True, dtstart=start, until=end ) non_trading_rules.append(presidents_day) good_friday = rrule.rrule( rrule.DAILY, byeaster=-2, cache=True, dtstart=start, until=end ) non_trading_rules.append(good_friday) memorial_day = rrule.rrule( rrule.MONTHLY, bymonth=5, byweekday=(rrule.MO(-1)), cache=True, dtstart=start, until=end ) non_trading_rules.append(memorial_day) july_4th = rrule.rrule( rrule.MONTHLY, bymonth=7, bymonthday=4, cache=True, dtstart=start, until=end ) non_trading_rules.append(july_4th) july_4th_sunday = rrule.rrule( rrule.MONTHLY, bymonth=7, bymonthday=5, byweekday=rrule.MO, cache=True, dtstart=start, until=end ) non_trading_rules.append(july_4th_sunday) july_4th_saturday = rrule.rrule( rrule.MONTHLY, bymonth=7, bymonthday=3, byweekday=rrule.FR, cache=True, dtstart=start, until=end ) non_trading_rules.append(july_4th_saturday) labor_day = rrule.rrule( rrule.MONTHLY, bymonth=9, byweekday=(rrule.MO(1)), cache=True, dtstart=start, until=end ) non_trading_rules.append(labor_day) thanksgiving = rrule.rrule( rrule.MONTHLY, bymonth=11, byweekday=(rrule.TH(4)), cache=True, dtstart=start, until=end ) non_trading_rules.append(thanksgiving) christmas = rrule.rrule( rrule.MONTHLY, bymonth=12, bymonthday=25, cache=True, dtstart=start, until=end ) non_trading_rules.append(christmas) christmas_sunday = rrule.rrule( rrule.MONTHLY, bymonth=12, bymonthday=26, byweekday=rrule.MO, cache=True, dtstart=start, until=end ) non_trading_rules.append(christmas_sunday) # If Christmas is a Saturday then 24th, a Friday is observed. christmas_saturday = rrule.rrule( rrule.MONTHLY, bymonth=12, bymonthday=24, byweekday=rrule.FR, cache=True, dtstart=start, until=end ) non_trading_rules.append(christmas_saturday) non_trading_ruleset = rrule.rruleset() for rule in non_trading_rules: non_trading_ruleset.rrule(rule) non_trading_days = non_trading_ruleset.between(start, end, inc=True) # Add September 11th closings # http://en.wikipedia.org/wiki/Aftermath_of_the_September_11_attacks # Due to the terrorist attacks, the stock market did not open on 9/11/2001 # It did not open again until 9/17/2001. # # September 2001 # Su Mo Tu We Th Fr Sa # 1 # 2 3 4 5 6 7 8 # 9 10 11 12 13 14 15 # 16 17 18 19 20 21 22 # 23 24 25 26 27 28 29 # 30 for day_num in range(11, 17): non_trading_days.append( datetime(2001, 9, day_num, tzinfo=pytz.utc)) # Add closings due to Hurricane Sandy in 2012 # http://en.wikipedia.org/wiki/Hurricane_sandy # # The stock exchange was closed due to Hurricane Sandy's # impact on New York. # It closed on 10/29 and 10/30, reopening on 10/31 # October 2012 # Su Mo Tu We Th Fr Sa # 1 2 3 4 5 6 # 7 8 9 10 11 12 13 # 14 15 16 17 18 19 20 # 21 22 23 24 25 26 27 # 28 29 30 31 for day_num in range(29, 31): non_trading_days.append( datetime(2012, 10, day_num, tzinfo=pytz.utc)) # Misc closings from NYSE listing. # http://www.nyse.com/pdfs/closings.pdf # # National Days of Mourning # - President Richard Nixon non_trading_days.append(datetime(1994, 4, 27, tzinfo=pytz.utc)) # - President Ronald W. Reagan - June 11, 2004 non_trading_days.append(datetime(2004, 6, 11, tzinfo=pytz.utc)) # - President Gerald R. Ford - Jan 2, 2007 non_trading_days.append(datetime(2007, 1, 2, tzinfo=pytz.utc)) return pd.DatetimeIndex(sorted(non_trading_days)) def get_trading_days(start, end): business_days = pd.DatetimeIndex(start=start, end=end, freq=pd.datetools.BDay()) non_trading_days = get_non_trading_days(start, end) return business_days - non_trading_days trading_days = get_trading_days(start, end)