# # Copyright 2012 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 pytz from datetime import datetime, timedelta # Epoch utilities # --------------------- UNIX_EPOCH = datetime(1970, 1, 1, 0, 0, tzinfo=pytz.utc) def EPOCH(utc_datetime): """ The key is to ensure all the dates you are using are in the utc timezone before you start converting. See http://pytz.sourceforge.net/ to learn how to do that properly. By normalizing to utc, you eliminate the ambiguity of daylight savings transitions. Then you can safely use timedelta to calculate distance from the unix epoch, and then convert to seconds or milliseconds. Note that the resulting unix timestamp is itself in the UTC timezone. If you wish to see the timestamp in a localized timezone, you will need to make another conversion. Also note that this will only work for dates after 1970. """ assert isinstance(utc_datetime, datetime) # utc only please assert utc_datetime.tzinfo == pytz.utc # how long since the epoch? delta = utc_datetime - UNIX_EPOCH seconds = delta.total_seconds() ms = seconds * 1000 return int(ms) def UN_EPOCH(ms_since_epoch): delta = timedelta(milliseconds=ms_since_epoch) dt = UNIX_EPOCH + delta return dt def epoch_now(): dt = utcnow() return EPOCH(dt) # UTC Datetime Subclasses # ----------------------- def utcnow(): return datetime.utcnow().replace(tzinfo=pytz.utc) def days_since_epoch(ms_since_epoch): dt = UN_EPOCH(ms_since_epoch) delta = dt - UNIX_EPOCH return delta.days def epoch_from_days(days_since_epoch): delta = timedelta(days=days_since_epoch) dt = UNIX_EPOCH + delta ms = EPOCH(dt) return ms def tuple_to_date(date_tuple): year, month, day, hour, minute, second, micros = date_tuple dt = datetime(year, month, day, hour, minute, second) dt = dt.replace(microsecond=micros, tzinfo=pytz.utc) return dt # quarter utilities # --------------------- def get_quarter(dt): """ convert the given datetime to an integer representing the number of calendar quarters since 0. """ return (dt.year - 1) * 4 + (dt.month - 1) / 3 + 1 def dates_of_quarter(quarter_num): quarter_num -= 1 year = quarter_num / 4 + 1 quarter = quarter_num % 4 + 1 if quarter == 1: start = datetime(year, 1, 1, 0, 0, tzinfo=pytz.utc) end = datetime(year, 3, 31, 23, 59, tzinfo=pytz.utc) return start, end elif quarter == 2: start = datetime(year, 4, 1, 0, 0, tzinfo=pytz.utc) end = datetime(year, 6, 30, 23, 59, tzinfo=pytz.utc) return start, end elif quarter == 3: start = datetime(year, 7, 1, 0, 0, tzinfo=pytz.utc) end = datetime(year, 9, 30, 23, 59, tzinfo=pytz.utc) return start, end elif quarter == 4: start = datetime(year, 10, 1, 0, 0, tzinfo=pytz.utc) end = datetime(year, 12, 31, 23, 59, tzinfo=pytz.utc) return start, end