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date_utils.py
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432 lines (360 loc) · 13.7 KB
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import datetime
import calendar
from dateutil.relativedelta import relativedelta
from dateutil.parser import parse
DATETIME_FORMAT = {
"ymd": "%Y-%m-%d",
"ymd_h": "%Y-%m-%d %H",
"ymd_hm": "%Y-%m-%d %H:%M",
"ymd_hms": "%Y-%m-%d %H:%M:%S",
"ymd_hmsf": "%Y-%m-%d %H:%M:%S.%f",
}
def _get_format_type(date_str):
spli = date_str.split(" ")
format_type = ''
if len(spli) == 1:
format_type = 'ymd'
if len(spli) == 2:
_, hms = spli
spli_hms = hms.split(":")
if len(spli_hms) == 3:
second_str = spli_hms[-1]
spli_second_str = second_str.split('.')
if len(spli_second_str) == 2:
format_type = 'ymd_hmsf'
else:
format_type = 'ymd_hms'
if len(spli_hms) == 2:
format_type = 'ymd_hm'
if len(spli_hms) == 1:
format_type = 'ymd_h'
return format_type
def _handle_timestr_with_timezone(time_str):
# deal with the timzone info if has timezone
local_now = datetime.datetime.now()
utc_now = datetime.datetime.utcnow()
seconds2utc = (local_now - utc_now).total_seconds()
dt_obj = parse(time_str)
if dt_obj.tzinfo:
seconds_offset = dt_obj.utcoffset().total_seconds()
delta_seconds = seconds2utc - seconds_offset
dt_obj = dt_obj.replace(tzinfo=None)
dt_obj_to_local = dt_obj + datetime.timedelta(seconds=delta_seconds)
return dt_obj_to_local.strftime("%Y-%m-%d %H:%M:%S")
return time_str
def _str2datetime(datetime_str):
datetime_str = _handle_timestr_with_timezone(datetime_str)
datetime_str = datetime_str.replace("T", " ")
format_type = _get_format_type(datetime_str)
if not format_type:
raise ValueError('invalid time format')
format_type_str = DATETIME_FORMAT.get(format_type)
datetime_obj = datetime.datetime.strptime(datetime_str, format_type_str)
return datetime_obj, format_type_str
class DateQuarter:
_year = 0
_quarter = 0
def __init__(self, year, quarter):
year = year + (quarter-1) // 4
quarter = (quarter-1) % 4 + 1
self._year = year
self._quarter = quarter
@classmethod
def from_date(cls, date):
return cls(date.year, ((date.month-1)//3)+1)
def __repr__(self):
return f"<DateQuarter-{self._year},{self._quarter}Q>"
def __gt__(self, other):
if type(other) == str:
dt_obj = _str2datetime(other)[0]
return self.__gt__(DateQuarter.from_date(dt_obj))
if type(other) == datetime.date:
return self.__gt__(DateQuarter.from_date(other))
elif type(other) == DateQuarter:
if self._year > other._year:
return True
elif self._year == other._year and self._quarter > other._quarter:
return True
return False
else:
raise ArithmeticError()
def __lt__(self, other):
if type(other) == str:
dt_obj = _str2datetime(other)[0]
return self.__lt__(DateQuarter.from_date(dt_obj))
if type(other) == datetime.date:
return self.__lt__(DateQuarter.from_date(other))
elif type(other) == DateQuarter:
if self._year < other._year:
return True
elif self._year == other._year and self._quarter < other._quarter:
return True
else:
raise ArithmeticError()
return False
def __contains__(self, item):
if type(item) == str:
dt_obj = _str2datetime(item)[0]
return self.__eq__(DateQuarter.from_date(dt_obj))
if type(item) == datetime.date:
return self.__eq__(DateQuarter.from_date(item))
else:
raise ArithmeticError()
def __eq__(self, other):
if type(other) == DateQuarter:
if self._year == other._year and self._quarter == other._quarter:
return True
else:
raise ArithmeticError()
return False
def __ge__(self, other):
if type(other) == str:
dt_obj = _str2datetime(other)[0]
return self.__ge__(DateQuarter.from_date(dt_obj))
if type(other) == datetime.date:
return self.__ge__(DateQuarter.from_date(other))
elif type(other) == DateQuarter:
if self._year > other._year:
return True
elif self._year == other._year and self._quarter >= other._quarter:
return True
else:
raise ArithmeticError()
return False
def __le__(self, other):
if type(other) == str:
dt_obj = _str2datetime(other)[0]
return self.__le__(DateQuarter.from_date(dt_obj))
if type(other) == datetime.date:
return self.__le__(DateQuarter.from_date(other))
elif type(other) == DateQuarter:
if self._year < other._year:
return True
elif self._year == other._year and self._quarter <= other._quarter:
return True
else:
raise ArithmeticError()
return False
def __getitem__(self, item):
if item == 0:
return self._year
elif item == 1:
return self._quarter
else:
raise KeyError()
def __add__(self, other):
if type(other) == int:
return DateQuarter(self._year, self._quarter + other)
else:
raise ArithmeticError()
def __sub__(self, other):
if type(other) == int:
return DateQuarter(self._year, self._quarter - other)
elif type(other) == DateQuarter:
quarter = (self._year - other._year) * 4
quarter += (self._quarter - other._quarter)
return quarter
else:
raise ArithmeticError()
@property
def year(self):
return self._year
@property
def quarter(self):
return self._quarter
def days(self):
start = self.start_date
end = self.end_date
curr = start
while curr <= end:
yield curr
curr = curr + datetime.timedelta(days=1)
@property
def start_date(self):
return datetime.date(year=self._year, month=(self._quarter-1)*3+1, day=1)
@property
def end_date(self):
return (self+1).start_date - datetime.timedelta(days=1)
@classmethod
def between(cls, start, end, include_last=False):
delta = 1 if start < end else -1
curr = start
while curr != end:
yield curr
curr += delta
if include_last:
yield end
class DateUtils(object):
def _isoformat(self, d, format_str="%Y-%m-%d"):
if not isinstance(d, (datetime.date, datetime.datetime)):
raise ValueError('datetime type error')
return d.strftime(format_str)
def _delta(self, count, unit):
return {
'years': relativedelta(years=count),
'months': relativedelta(months=count),
'weeks': relativedelta(weeks=count),
'days': relativedelta(days=count),
'hours': relativedelta(hours=count),
'minutes': relativedelta(minutes=count),
'seconds': relativedelta(seconds=count),
}.get(unit, {})
def date(self, year, month, day, *args):
'''
ex: date(2021, 1, 1) = 2021-01-01
:return: iso format of a date
'''
dt = datetime.date(year, month, day)
if args:
dt = datetime.datetime(year, month, day, *args)
return self._isoformat(dt)
def dateadd(self, date_str, count, unit='days'):
dt, format_str = _str2datetime(date_str)
delta = self._delta(count, unit)
if not delta:
raise ValueError('invalid delta')
return self._isoformat(dt + delta, format_str)
def datediff(self, start, end, unit='S'):
dt_start, _ = _str2datetime(start)
dt_end, _ = _str2datetime(end)
if unit == 'S':
delta = (dt_end - dt_start).total_seconds()
return int(delta)
elif unit == 'D':
delta = (dt_end.date() - dt_start.date()).days
elif unit == 'H':
delta_seconds = (dt_end - dt_start).total_seconds()
return int(delta_seconds / 3600)
elif unit == 'M':
dt_start_year, dt_start_month = dt_start.year, dt_start.month
dt_end_year, dt_end_month = dt_end.year, dt_end.month
delta = (dt_end_year - dt_start_year) * 12 + (dt_end_month - dt_start_month)
elif unit == 'Y':
start_end_delta = (dt_end - dt_start).days
if start_end_delta < 365:
delta = 0
else:
delta = dt_end.year - dt_start.year
elif unit == 'MD':
delta = dt_end.day - dt_start.day
elif unit == 'YM':
delta = dt_end.month - dt_start.month
delta = delta < 0 and 12 + delta or delta
elif unit == 'YD':
if dt_end.month == dt_start.month and dt_end.day == dt_start.day:
return 0
minus = False
if dt_end < dt_start:
dt_end, dt_start = dt_start, dt_end
minus = True
if dt_end.month == dt_start.month:
if dt_end.day > dt_start.day:
dt_start_new = dt_start.replace(year=dt_end.year)
else:
dt_start_new = dt_start.replace(year=dt_end.year - 1)
elif dt_end.month < dt_start.month:
dt_start_new = dt_start.replace(year=dt_end.year - 1)
else:
dt_start_new = dt_start.replace(year=dt_end.year)
delta = (dt_end.date() - dt_start_new.date()).days
delta = -delta if minus else delta
else:
delta = None
return delta
def eomonth(self, time_str, months=1):
"""
return the last day of the next/last month of given time
:param time_str:
:param direction:
:return:
"""
dt, _ = _str2datetime(time_str)
dt_months = dt + relativedelta(months=months - 1)
month_dt = dt_months.replace(day=28) + datetime.timedelta(days=4) # some day in relative next month
month_dt_year = month_dt.year
month_dt_month = month_dt.month
days = calendar.monthrange(month_dt_year, month_dt_month)[1]
return self._isoformat(datetime.date(month_dt_year, month_dt_month, 1) + datetime.timedelta(days=days-1))
def day(self, time_str):
return _str2datetime(time_str)[0].day
def days(self, time_start, time_end):
"""
return the interval of two given date by days
"""
dt_start, _ = _str2datetime(time_start)
dt_end, _ = _str2datetime(time_end)
delta = (dt_end - dt_start).days
return delta
def hour(self, time_str):
return _str2datetime(time_str)[0].hour
def hours(self, time_start, time_end):
"""
return the interval of two given date by hours
"""
return self.datediff(time_start, time_end, unit='H')
def minute(self, time_str):
return _str2datetime(time_str)[0].minute
def month(self, time_str):
return _str2datetime(time_str)[0].month
def months(self, time_start, time_end):
"""
return the interval of two given date by months
"""
return self.datediff(time_start, time_end, unit='M')
def second(self, time_str):
return _str2datetime(time_str)[0].second
def now(self):
return self._isoformat(datetime.datetime.now(), format_str="%Y-%m-%d %H:%M:%S")
def today(self):
return self._isoformat(datetime.datetime.now().date())
def year(self, time_str):
return _str2datetime(time_str)[0].year
def weekday(self, time_str):
"""
return the number of a day in a week, Monday=0, Tue=1, ..., Sun=6
:param time_str:
:return:
"""
return datetime.datetime.weekday(_str2datetime(time_str)[0])
def isoweekday(self, time_str):
"""
return the iso number of a day in a week, Mon=1, Tue=2, ..., Sun=7
"""
return datetime.datetime.isoweekday(_str2datetime(time_str)[0])
def weeknum(self, time_str):
"""
return the week number in a year by defining the first week contains the first
week of a year, xxxx-01-01
"""
dt, _ = _str2datetime(time_str)
dt_year = dt.year
dt_jan = datetime.datetime(dt_year, 1, 1)
days_to_second_week = 6 - self.weekday("%s-%s-%s" % (dt_year, 1, 1))
days_to_start = (dt - dt_jan).days
if days_to_start <= days_to_second_week:
return 1
else:
return (days_to_start - days_to_second_week) // 7 + 2
def isoweeknum(self, time_str):
"""
return the week number by the definition of ISO datetime scheme
"""
return _str2datetime(time_str)[0].isocalendar()[1]
def isomonth(self, time_str):
year = self.year(time_str)
month = self.month(time_str)
date_str = self.date(year, month, 1)
return date_str[0:-3]
def quarter_from_yq(self, year, quarter):
return DateQuarter(year, quarter)
def quarter_from_ym(self, year, month):
dt = self.date(year, month, 1)
return self.to_quarter(dt)
def to_quarter(self, time_str):
dt_obj, _ = _str2datetime(time_str)
return DateQuarter.from_date(dt_obj)
def quarters_within(self, time_start, time_end, include_last=False):
q_start = self.to_quarter(time_start)
q_end = self.to_quarter(time_end)
return DateQuarter.between(q_start, q_end, include_last=include_last)
dateutils = DateUtils()