Develop Reference

Subtract a year from given date (not current time) in python

I have a file in which date field in YYYYMMDD format. I need to pick that date and product to join with another file by subtracting 12 months to get other information.
File1
20180131,Apple
20180228,Orange
20180331,Grapes
File2
20170131,Apple,45
20170131,Orange,20
20170228,Orange,35
20170331,Apple,25
Output
20180131,Apple,45
20180228,Orange,35
20180331,Grapes,null
How to subtract 12 months or 1 year from given date(yyyymmdd) and get the answer in the same format.

You can use strptime from the standard library to parse the date, but unfortunately there is no calendar support in the standard library so you have to use the dateutil library to subtract the year.
import datetime
from dateutil.relativedelta import relativedelta
d = datetime.datetime.strptime('20180131', '%Y%m%d').date()
print((d - relativedelta(years=1)).strftime('%Y%m%d'))
This will print 20170131.
Note that if the input is e.g. 20160229, this will print out 20150228. I'm not sure exactly what the semantics of relativedelta are so be sure to read the docs if this is important to you.
Why not timedelta?
The datetime.timedelta is not appropriate and does not work correctly. A timedelta represents a duration in time, or it represents a number of days, but counter-intuitively, a year is not a duration but instead a calendrical concept. A year is either 365 or 366 days, depending on which year.
It becomes pretty obvious that timedelta will not work once you find the correct test cases:
In [1]: from datetime import date, timedelta
In [2]: date(2018, 1, 1) - timedelta(365)
Out[2]: datetime.date(2017, 1, 1)
In [3]: date(2017, 1, 1) - timedelta(365)
Out[3]: datetime.date(2016, 1, 2)

Python count start date + days

I am making a program where I input start date to dataStart(example 21.10.2000) and then input int days dateEnd and I convert it to another date (example 3000 = 0008-02-20)... Now I need to count these dates together, but I didn't managed myself how to do that. Here is my code.
from datetime import date
start=str(input("type start date (DD.MM.YYYY)"))
end=int(input("how many days from it?"))
dataStart=start.split(".")
days=int(dataStart[0])
months=int(dataStart[1])
years=int(dataStart[2])
endYears=0
endMonths=0
endDays=0
dateStart = date(years, months, days)
while end>=365:
end-=365
endYears+=1
else:
while end>=30:
end-=30
endMonths+=1
else:
while end>=1:
end-=1
endDays+=1
dateEnd = date(endYears, endMonths, endDays)

For adding days into date, you need to user datetime.timedelta
start=str(input("type start date (DD.MM.YYYY)"))
end=int(input("how many days from it?"))
date = datetime.strptime(start, "%d.%m.%Y")
modified_date = date + timedelta(days=end)
print(datetime.strftime(modified_date, "%d.%m.%Y"))

You may use datetime.timedelta to add certain units of time to your datetime object.
See the answers here for code snippets: Adding 5 days to a date in Python
Alternatively, you may wish to use the third-party dateutil library if you need support for time additions in units larger than weeks. For example:
>>> from datetime import datetime
>>> from dateutil import relativedelta
>>> one_month_later = datetime(2017, 5, 1) + relativedelta.relativedelta(months=1)
>>> one_month_later
>>> datetime.datetime(2017, 6, 1, 0, 0)

It will be easier to convert to datetime using datetime.datetime.strptime and for the part about adding days just use datetime.timedelta.
Below is a small snippet on how to use it:
import datetime
start = "21.10.2000"
end = 8
dateStart = datetime.datetime.strptime(start, "%d.%m.%Y")
dateEnd = dateStart + datetime.timedelta(days=end)
dateEnd.date() # to get the date format of the endDate
If you have any doubts please look at the documentation python3/python2.

Get date from week number

Please what's wrong with my code:
import datetime
d = "2013-W26"
r = datetime.datetime.strptime(d, "%Y-W%W")
print(r)
Display "2013-01-01 00:00:00", Thanks.

A week number is not enough to generate a date; you need a day of the week as well. Add a default:
import datetime
d = "2013-W26"
r = datetime.datetime.strptime(d + '-1', "%Y-W%W-%w")
print(r)
The -1 and -%w pattern tells the parser to pick the Monday in that week. This outputs:
2013-07-01 00:00:00
%W uses Monday as the first day of the week. While you can pick your own weekday, you may get unexpected results if you deviate from that.
See the strftime() and strptime() behaviour section in the documentation, footnote 4:
When used with the strptime() method, %U and %W are only used in calculations when the day of the week and the year are specified.
Note, if your week number is a ISO week date, you'll want to use %G-W%V-%u instead! Those directives require Python 3.6 or newer.

In Python 3.8 there is the handy datetime.date.fromisocalendar:
>>> from datetime import date
>>> date.fromisocalendar(2020, 1, 1) # (year, week, day of week)
datetime.date(2019, 12, 30, 0, 0)
In older Python versions (3.7-) the calculation can use the information from datetime.date.isocalendar to figure out the week ISO8601 compliant weeks:
from datetime import date, timedelta
def monday_of_calenderweek(year, week):
first = date(year, 1, 1)
base = 1 if first.isocalendar()[1] == 1 else 8
return first + timedelta(days=base - first.isocalendar()[2] + 7 * (week - 1))
Both works also with datetime.datetime.

To complete the other answers - if you are using ISO week numbers, this string is appropriate (to get the Monday of a given ISO week number):
import datetime
d = '2013-W26'
r = datetime.datetime.strptime(d + '-1', '%G-W%V-%u')
print(r)
%G, %V, %u are ISO equivalents of %Y, %W, %w, so this outputs:
2013-06-24 00:00:00
Availabe in Python 3.6+; from docs.

import datetime
res = datetime.datetime.strptime("2018 W30 w1", "%Y %W w%w")
print res
Adding of 1 as week day will yield exact current week start. Adding of timedelta(days=6) will gives you the week end.
datetime.datetime(2018, 7, 23)

If anyone is looking for a simple function that returns all working days (Mo-Fr) dates from a week number consider this (based on accepted answer)
import datetime
def weeknum_to_dates(weeknum):
return [datetime.datetime.strptime("2021-W"+ str(weeknum) + str(x), "%Y-W%W-%w").strftime('%d.%m.%Y') for x in range(-5,0)]
weeknum_to_dates(37)
Output:
['17.09.2021', '16.09.2021', '15.09.2021', '14.09.2021', '13.09.2021']

In case you have the yearly number of week, just add the number of weeks to the first day of the year.
>>> import datetime
>>> from dateutil.relativedelta import relativedelta
>>> week = 40
>>> year = 2019
>>> date = datetime.date(year,1,1)+relativedelta(weeks=+week)
>>> date
datetime.date(2019, 10, 8)

Another solution which worked for me that accepts series data as opposed to strptime only accepting single string values:
#fw_to_date
import datetime
import pandas as pd
# fw is input in format 'YYYY-WW'
# Add weekday number to string 1 = Monday
fw = fw + '-1'
# dt is output column
# Use %G-%V-%w if input is in ISO format
dt = pd.to_datetime(fw, format='%Y-%W-%w', errors='coerce')

Here's a handy function including the issue with zero-week.

Converting date formats python - Unusual date formats - Extract %Y%M%D

I have a large data set with a variety of Date information in the following formats:
DAYS since Jan 1, 1900 - ex: 41213 - I believe these are from Excel http://www.kirix.com/stratablog/jd-edwards-date-conversions-cyyddd
YYDayofyear - ex 2012265
I am familiar with python's time module, strptime() method, and strftime () method. However, I am not sure what these date formats above are called on if there is a python module I can use to convert these unusual date formats.
Any idea how to get the %Y%M%D format from these unusual date formats without writing my own calculator?
Thanks.

You can try something like the following:
In [1]: import datetime
In [2]: s = '2012265'
In [3]: datetime.datetime.strptime(s, '%Y%j')
Out[3]: datetime.datetime(2012, 9, 21, 0, 0)
In [4]: d = '41213'
In [5]: datetime.date(1900, 1, 1) + datetime.timedelta(int(d))
Out[5]: datetime.date(2012, 11, 2)
The first one is the trickier one, but it uses the %j parameter to interpret the day of the year you provide (after a four-digit year, represented by %Y). The second one is simply the number of days since January 1, 1900.
This is the general conversion - not sure of your input format but hopefully this can be tweaked to suit it.

On the Excel integer to Python datetime bit:
Note that there are two Excel date systems (one 1-Jan-1900 based and another 1-Jan 1904 based); see https://support.microsoft.com/en-us/help/214330/differences-between-the-1900-and-the-1904-date-system-in-excel for more information.
Also note that the system is NOT zero-based. So, in the 1900 system, 1-Jan-1900 is day 1 (not day 0).
import datetime
EXCEL_DATE_SYSTEM_PC=1900
EXCEL_DATE_SYSTEM_MAC=1904
i = 42129 # Excel number for 5-May-2015
d = datetime.date(EXCEL_DATE_SYSTEM_PC, 1, 1) + datetime.timedelta(i-2)

Both of these formats seems pretty straightforward to work with. The first one, in fact, is just an integer, so why don't you just do something like this?
import datetime
def days_since_jan_1_1900_to_datetime(d):
return datetime.datetime(1900,1,1) + \
datetime.timedelta(days=d)
For the second one, the details depend on exactly how the format is defined (e.g. can you always expect 3 digits after the year even when the number of days is less than 100, or is it possible that there are 2 or 1 – and if so, is the year always 4 digits?) but once you've got that part down it can be done very similarly.

According to http://docs.python.org/2/library/datetime.html#strftime-and-strptime-behavior
, day of the year is "%j", whereas the first case can be solved by toordinal() and fromordinal(): date.fromordinal(date(1900, 1, 1).toordinal() + x)

I'd think timedelta.
import datetime
d = datetime.timedelta(days=41213)
start = datetime.datetime(year=1900, month=1, day=1)
the_date = start + d
For the second one, you can 2012265[:4] to get the year and use the same method.
edit: See the answer with %j for the second.

from datetime import datetime
df(['timeelapsed'])=(pd.to_datetime(df['timeelapsed'], format='%H:%M:%S') - datetime(1900, 1, 1)).dt.total_seconds()

Get date object for the first/last day of the current year

I need to get date objects for the first and last day in the current year.
Currently I'm using this code which works fine, but I'm curious if there's a nicer way to do it; e.g. without having to specify the month/day manually.
from datetime import date
a = date(date.today().year, 1, 1)
b = date(date.today().year, 12, 31)

The only real improvement that comes to mind is to give your variables more descriptive names than a and b.

from datetime import datetime
starting_day_of_current_year = datetime.now().date().replace(month=1, day=1)
ending_day_of_current_year = datetime.now().date().replace(month=12, day=31)

There is nothing in the python library but there are external libraries that wrap this functionality up. For example, pandas has a timeseries library, with which you can do:
from datetime import date
from pandas.tseries import offsets
a = date.today() - offsets.YearBegin()
b = date.today() + offsets.YearEnd()
Whilst pandas is overkill if all you want is year begin and year end functionality, it also has support for a lot of other high level concepts such as business days, holiday calendars, month/quarter/year offsets: http://pandas.pydata.org/pandas-docs/stable/timeseries.html#dateoffset-objects

You'll have some funky stuff going on if you happen to be running this late on New Year's Eve and the two calls to today() cross the year boundary. It's safer to do this:
from datetime import date
epoch_year = date.today().year
year_start = date(epoch_year, 1, 1)
year_end = date(epoch_year, 12, 31)

import datetime
year = 2016
first_day_of_year = datetime.date.min.replace(year = year)
last_day_of_year = datetime.date.max.replace(year = year)
print(first_day_of_year, last_day_of_year)
duh.
What if we want to get the exact time the year begins or ends? Same thing. Replace datetime.date with datetime.datetime, and there you go, you got the first last day of year in datetime.datetime format.
To make this even fancier, wrap the whole thing in a function:
import datetime
def year_range(year, datetime_o = datetime.date):
return (
datetime_o.min.replace(year = year),
datetime_o.max.replace(year = year)
)
print(year_range(2016, datetime.date))
print(year_range(2016, datetime.datetime))
Output:
(datetime.date(2016, 1, 1), datetime.date(2016, 12, 31))
(datetime.datetime(2016, 1, 1, 0, 0), datetime.datetime(2016, 12, 31, 23, 59, 59, 999999))

use relative timedelta and substract from date object
from dateutil.relativedelta import relativedelta
import datetime
date = datetime.date.today()
fistOfYear = date - relativedelta(years=0, month=1, day=1)

one genius way to find out first and last day of year is code below
this code works well even for leap years
first_day=datetime.date(year=i,month=1, day=1)
first_day_of_next_year=first_day.replace(year=first_day.year+1,month=1, day=1)
last_day=first_day_of_next_year-jdatetime.timedelta(days=1)