last month to last 10 month pandas datetime - python

How to create two variables.
1 - variable last month
2 - variable past 10 month
Like the date that represents TODAY - 10 months, so for example:2020/02/05 - 10 months = 2019/04/05.
my code:
import datime
# 1- last month
month = datetime.datetime.now().month
year = datetime.datetime.now().year
last_month = f"{year}/{month-1}/01"
>>>
"2020/01/05"
# Past 12 months
past_10month = datetime.datetime.today()
past_10month = f"{past_10month -285}"
>>>
# DO NOT WORK
# EXPECTED RESULT:
# "2019/04/05"

from datetime import datetime
from dateutil.relativedelta import relativedelta
dt = datetime.now()
last_month = (dt - relativedelta(months=1)).date()
last_year = (dt - relativedelta(months=10)).date()
Output:
2020-01-05
2019-04-05

Related

Python datetime ValueError: year 0 is out of range

I want to get the number of days since year 0, january 1st.
When I use datetime(0, 1, 1).date() I get : ValueError: year 0 is out of range
I want to find out the number of days passed since then.
Code:
from datetime import datetime
date_1 = datetime(0, 1, 1).date()
date_2 = datetime.today().date()
delta = None
delta = date_2 - date_1
print("Difference is", delta.days, "days")
You cannot use datetime for years <= 0.
A solution would be to set the year to 1 and add 365 (or 366 if leap) days to the counter.
from datetime import datetime
date_1 = datetime(1, 1, 1).date()
date_2 = datetime.today().date()
delta = None
delta = date_2 - date_1
print("Difference is", delta.days + 365 , "days") #366 if leap

Calendar start and end of the week in Python [duplicate]

Using Python...
How can I select all of the Sundays (or any day for that matter) in a year?
[ '01/03/2010','01/10/2010','01/17/2010','01/24/2010', ...]
These dates represent the Sundays for 2010. This could also apply to any day of the week I suppose.
You can use date from the datetime module to find the first Sunday in a year and then keep adding seven days, generating new Sundays:
from datetime import date, timedelta
def allsundays(year):
d = date(year, 1, 1) # January 1st
d += timedelta(days = 6 - d.weekday()) # First Sunday
while d.year == year:
yield d
d += timedelta(days = 7)
for d in allsundays(2010):
print(d)
Pandas has great functionality for this purpose with its date_range() function.
The result is a pandas DatetimeIndex, but can be converted to a list easily.
import pandas as pd
def allsundays(year):
return pd.date_range(start=str(year), end=str(year+1),
freq='W-SUN').strftime('%m/%d/%Y').tolist()
allsundays(2017)[:5] # First 5 Sundays of 2017
# ['01/01/2017', '01/08/2017', '01/15/2017', '01/22/2017', '01/29/2017']
Using the dateutil module, you could generate the list this way:
#!/usr/bin/env python
import dateutil.relativedelta as relativedelta
import dateutil.rrule as rrule
import datetime
year=2010
before=datetime.datetime(year,1,1)
after=datetime.datetime(year,12,31)
rr = rrule.rrule(rrule.WEEKLY,byweekday=relativedelta.SU,dtstart=before)
print rr.between(before,after,inc=True)
Although finding all Sundays is not too hard to do without dateutil, the module is handy especially if you have more complicated or varied date calculations.
If you are using Debian/Ubuntu, dateutil is provided by the python-dateutil package.
from datetime import date, timedelta
from typing import List
def find_sundays_between(start: date, end: date) -> List[date]:
total_days: int = (end - start).days + 1
sunday: int = 6
all_days = [start + timedelta(days=day) for day in range(total_days)]
return [day for day in all_days if day.weekday() is sunday]
date_start: date = date(2018, 1, 1)
date_end: date = date(2018, 12, 31)
sundays = find_sundays_between(date_start, date_end)
If looking for a more general approach (ie not only Sundays), we can build on sth's answer:
def weeknum(dayname):
if dayname == 'Monday': return 0
if dayname == 'Tuesday': return 1
if dayname == 'Wednesday':return 2
if dayname == 'Thursday': return 3
if dayname == 'Friday': return 4
if dayname == 'Saturday': return 5
if dayname == 'Sunday': return 6
This will translate the name of the day into an int.
Then do:
from datetime import date, timedelta
def alldays(year, whichDayYouWant):
d = date(year, 1, 1)
d += timedelta(days = (weeknum(whichDayYouWant) - d.weekday()) % 7)
while d.year == year:
yield d
d += timedelta(days = 7)
for d in alldays(2020,'Sunday'):
print(d)
Note the presence of % 7 in alldays(). This outputs:
2020-01-05
2020-01-12
2020-01-19
2020-01-26
2020-02-02
2020-02-09
2020-02-16
...
Can also do:
for d in alldays(2020,'Friday'):
print(d)
which will give you:
2020-01-03
2020-01-10
2020-01-17
2020-01-24
2020-01-31
2020-02-07
2020-02-14
...
You can iterate over a calendar for that year.
The below should return all Tuesdays and Thursdays for a given year.
# Returns all Tuesdays and Thursdays of a given year
from datetime import date
import calendar
year = 2016
c = calendar.TextCalendar(calendar.SUNDAY)
for m in range(1,13):
for i in c.itermonthdays(year,m):
if i != 0: #calendar constructs months with leading zeros (days belongng to the previous month)
day = date(year,m,i)
if day.weekday() == 1 or day.weekday() == 3: #if its Tuesday or Thursday
print "%s-%s-%s" % (year,m,i)
import time
from datetime import timedelta, datetime
first_date = '2021-01-01'
final_date = '2021-12-31'
first_date = datetime.strptime(first_date, '%Y-%m-%d')
last_date = datetime.strptime(final_date, '%Y-%m-%d')
week_day = 'Sunday'
dates = [first_date + timedelta(days=x) for x in range((last_date - first_date).days + 1) if (first_date + timedelta(days=x)).weekday() == time.strptime(week_day, '%A').tm_wday]
It will return all Sunday date of given date range.
Here's a complete generator function that builds on the solution from #sth. It includes the crucial fix that was mentioned in his solution's comments.
You can specify the day of week (using Python's indexing with 0=Monday to 6=Sunday), the starting date, and the number of weeks to enumerate.
def get_all_dates_of_day_of_week_in_year(day_of_week, start_year, start_month,
start_day, max_weeks=None):
'''
Generator function to enumerate all calendar dates for a specific day
of the week during one year. For example, all Wednesdays in 2018 are:
1/3/2018, 1/10/2018, 1/17/2018, 1/24/2018, 1/31/2018, 2/7/2018, etc.
Parameters:
----------
day_of_week : int
The day_of_week should be one of these values: 0=Monday, 1=Tuesday,
2=Wednesday, 3=Thursday, 4=Friday, 5=Saturday, 6=Sunday.
start_year : int
start_month : int
start_day : int
The starting date from which to list out all the dates
max_weeks : int or None
If None, then list out all dates for the rest of the year.
Otherwise, end the list after max_weeks number of weeks.
'''
if day_of_week < 0 or day_of_week > 6:
raise ValueError('day_of_week should be in [0, 6]')
date_iter = date(start_year, start_month, start_day)
# First desired day_of_week
date_iter += timedelta(days=(day_of_week - date_iter.weekday() + 7) % 7)
week = 1
while date_iter.year == start_year:
yield date_iter
date_iter += timedelta(days=7)
if max_weeks is not None:
week += 1
if week > max_weeks:
break
Example usage to get all Wednesdays starting on January 1, 2018, for 10 weeks.
import calendar
day_of_week = 2
max_weeks = 10
for d in get_all_dates_of_day_of_week_in_year (day_of_week, 2018, 1, 1, max_weeks):
print "%s, %d/%d/%d" % (calendar.day_name[d.weekday()], d.year, d.month, d.day)
The above code produces:
Wednesday, 2018/1/3
Wednesday, 2018/1/10
Wednesday, 2018/1/17
Wednesday, 2018/1/24
Wednesday, 2018/1/31
Wednesday, 2018/2/7
Wednesday, 2018/2/14
Wednesday, 2018/2/21
Wednesday, 2018/2/28
Wednesday, 2018/3/7
according to #sth answer I like to give you an alternative without a function
from datetime import date, timedelta,datetime
sunndays = list()
year_var = datetime.now() #get current date
year_var = year_var.year #get only the year
d = date(year_var, 1, 1) #get the 01.01 of the current year = 01.01.2020
#now we have to skip 4 days to get to sunday.
#d.weekday is wednesday so it has a value of 2
d += timedelta(days=6 - d.weekday()) # 01.01.2020 + 4 days (6-2=4)
sunndays.append(str(d.strftime('%d-%m-%Y'))) #you need to catch the first sunday
#here you get every other sundays
while d.year == year_var:
d += timedelta(days=7)
sunndays.append(str(d.strftime('%d-%m-%Y')))
print(sunndays) # only for control
if you want every monday for example
#for 2021 the 01.01 is a friday the value is 4
#we need to skip 3 days 7-4 = 3
d += timedelta(days=7 - d.weekday())
according to #sth answer,it will lost the day when 1st is sunday.This will be better:
d = datetime.date(year, month-1, 28)
for _ in range(5):
d = d + datetime.timedelta(days=-d.weekday(), weeks=1)
if d.month!=month:
break
date.append(d)

Get last friday of each month in python

I want last friday of each month for upcoming three months.
Friday_date = datetime.date.today()
while Friday_date.weekday() != 4:
Friday_date += datetime.timedelta(1)
This gives me the nearest friday. I want to make sure this is the last friday of this month so that i can add 28 days to get next friday.
The easiest way to do this is to use the module dateutil:
>>> from dateutil.relativedelta import FR, relativedelta
>>> datetime.date.today()+relativedelta(day=31, weekday=FR(-1))
datetime.date(2021, 6, 25)
Don't assume you can get the last Friday of subsequent months just by adding 28 days. It won't always work. Adding 28 days to the last Friday of February 2024 gives you this:
>>> datetime.date(2024,2,1)+relativedelta(day=31, weekday=FR(-1), days=28)
datetime.date(2024, 3, 22)
but the last Friday of that month is 29 March. Let dateutil do that correctly for you:
>>> datetime.date(2024,2,1)+relativedelta(day=31, weekday=FR(-1), months=1)
datetime.date(2024, 3, 29)
If needed with standard library only, here is with calendar and datetime:
import calendar
from datetime import date
today = date.today()
year, month = today.year, today.month
n_months = 4
friday = calendar.FRIDAY
for _ in range(n_months):
# get last friday
c = calendar.monthcalendar(year, month)
day_number = c[-1][friday] or c[-2][friday]
# display the found date
print(date(year, month, day_number))
# refine year and month
if month < 12:
month += 1
else:
month = 1
year += 1
where the line c[-1][friday] or c[-2][friday] first checks the last week of the month: is Friday nonzero there? if so take it, else look at the week before where there must be a Friday.
This prints
2021-06-25
2021-07-30
2021-08-27
2021-09-24
This formula gets you the day of the last Friday of any given month:
import calendar
year = 2021
month = 6
last_day = calendar.monthrange(year, month)[1]
last_weekday = calendar.weekday(year, month, last_day)
last_friday = last_day - ((7 - (4 - last_weekday)) % 7)
# ^ ^
# | Friday
# days in a week
This is my first coffee, so this can probably be condensed a bit, but it illustrates the logic. last_day is the last calendar day (30 for June), last_weekday is what weekday it is (2 for Wednesday), and based on that we simply calculate how many days to subtract to land on the last Friday (25).
If you want to know the last friday you can do this :
from datetime import date
from datetime import timedelta
today = date.today()
offset = (today.weekday() - 4) % 7
last_wednesday = today - timedelta(days=offset)

How to get Sundays of last 90 days (3 months) from current date using datetime in Python

I am trying to get a date of last 90 days Sundays (3 months Sunday) from the current date in python using datetime. I am able to get last 3 months Sunday but not from current date. With this code i am getting list of Sunday from the current month and last 2 month (total 3 months).
from datetime import date, timedelta, datetime
def list_sunday(year, month, day):
try:
for i in range(1,4):
d = date(year, month, day)
d += timedelta(days = 6 -d.weekday())
while d.month==month:
yield d
d += timedelta(days =+ 7)
if month > 1:
month = month - 1
else:
month = 12
year = year - 1
i+=1
except Exception as e:
log.error("XXX %s" % str(e))
for d in list_sunday(2019, 4, 05):
print d
With above code, i am getting this
2019-04-07
2019-04-14
2019-04-21
2019-04-28
2019-03-10
2019-03-17
2019-03-24
2019-03-31
2019-02-10
2019-02-17
2019-02-24
This is what i am trying to get,
2019-03-10
2019-03-17
2019-03-24
2019-03-31
2019-02-10
2019-02-17
2019-02-24
2019-01-06
2019-01-13
2019-01-20
2019-01-27
can someone help?
from datetime import date, timedelta
from pprint import pprint
def is_sunday(day):
return day.weekday() == 6
def sundays_within_last_x_days(num_days = 90):
result = []
end_date = date.today()
start_date = end_date - timedelta(days = num_days)
while start_date <= end_date:
if is_sunday(start_date):
result.append(start_date)
start_date += timedelta(days = 1)
return result
if __name__ == "__main__":
dates = sundays_within_last_x_days(30)
pprint(dates)
Resources
Python DateTime, TimeDelta, Strftime(Format) with Examples
datetime - Basic date and time types
pprint - Data pretty printer
This might give you a better approach based on your draft. For more information on how to understand more about this. Please follow the next link
from datetime import date, timedelta
def all_sundays(year):
# January 1st of the given year
dt = date(year, 1, 1)
# First Sunday of the given year
dt += timedelta(days = 6 - dt.weekday())
while dt.year == year:
yield dt
dt += timedelta(days = 7)
for s in all_sundays(2020):
print(s)
Output
2020-01-05
2020-01-12
2020-01-19
2020-01-26
2020-02-02
2020-12-06
2020-12-13
2020-12-20
2020-12-27

How can I select all of the Sundays for a year using Python?

Using Python...
How can I select all of the Sundays (or any day for that matter) in a year?
[ '01/03/2010','01/10/2010','01/17/2010','01/24/2010', ...]
These dates represent the Sundays for 2010. This could also apply to any day of the week I suppose.
You can use date from the datetime module to find the first Sunday in a year and then keep adding seven days, generating new Sundays:
from datetime import date, timedelta
def allsundays(year):
d = date(year, 1, 1) # January 1st
d += timedelta(days = 6 - d.weekday()) # First Sunday
while d.year == year:
yield d
d += timedelta(days = 7)
for d in allsundays(2010):
print(d)
Pandas has great functionality for this purpose with its date_range() function.
The result is a pandas DatetimeIndex, but can be converted to a list easily.
import pandas as pd
def allsundays(year):
return pd.date_range(start=str(year), end=str(year+1),
freq='W-SUN').strftime('%m/%d/%Y').tolist()
allsundays(2017)[:5] # First 5 Sundays of 2017
# ['01/01/2017', '01/08/2017', '01/15/2017', '01/22/2017', '01/29/2017']
Using the dateutil module, you could generate the list this way:
#!/usr/bin/env python
import dateutil.relativedelta as relativedelta
import dateutil.rrule as rrule
import datetime
year=2010
before=datetime.datetime(year,1,1)
after=datetime.datetime(year,12,31)
rr = rrule.rrule(rrule.WEEKLY,byweekday=relativedelta.SU,dtstart=before)
print rr.between(before,after,inc=True)
Although finding all Sundays is not too hard to do without dateutil, the module is handy especially if you have more complicated or varied date calculations.
If you are using Debian/Ubuntu, dateutil is provided by the python-dateutil package.
from datetime import date, timedelta
from typing import List
def find_sundays_between(start: date, end: date) -> List[date]:
total_days: int = (end - start).days + 1
sunday: int = 6
all_days = [start + timedelta(days=day) for day in range(total_days)]
return [day for day in all_days if day.weekday() is sunday]
date_start: date = date(2018, 1, 1)
date_end: date = date(2018, 12, 31)
sundays = find_sundays_between(date_start, date_end)
If looking for a more general approach (ie not only Sundays), we can build on sth's answer:
def weeknum(dayname):
if dayname == 'Monday': return 0
if dayname == 'Tuesday': return 1
if dayname == 'Wednesday':return 2
if dayname == 'Thursday': return 3
if dayname == 'Friday': return 4
if dayname == 'Saturday': return 5
if dayname == 'Sunday': return 6
This will translate the name of the day into an int.
Then do:
from datetime import date, timedelta
def alldays(year, whichDayYouWant):
d = date(year, 1, 1)
d += timedelta(days = (weeknum(whichDayYouWant) - d.weekday()) % 7)
while d.year == year:
yield d
d += timedelta(days = 7)
for d in alldays(2020,'Sunday'):
print(d)
Note the presence of % 7 in alldays(). This outputs:
2020-01-05
2020-01-12
2020-01-19
2020-01-26
2020-02-02
2020-02-09
2020-02-16
...
Can also do:
for d in alldays(2020,'Friday'):
print(d)
which will give you:
2020-01-03
2020-01-10
2020-01-17
2020-01-24
2020-01-31
2020-02-07
2020-02-14
...
You can iterate over a calendar for that year.
The below should return all Tuesdays and Thursdays for a given year.
# Returns all Tuesdays and Thursdays of a given year
from datetime import date
import calendar
year = 2016
c = calendar.TextCalendar(calendar.SUNDAY)
for m in range(1,13):
for i in c.itermonthdays(year,m):
if i != 0: #calendar constructs months with leading zeros (days belongng to the previous month)
day = date(year,m,i)
if day.weekday() == 1 or day.weekday() == 3: #if its Tuesday or Thursday
print "%s-%s-%s" % (year,m,i)
import time
from datetime import timedelta, datetime
first_date = '2021-01-01'
final_date = '2021-12-31'
first_date = datetime.strptime(first_date, '%Y-%m-%d')
last_date = datetime.strptime(final_date, '%Y-%m-%d')
week_day = 'Sunday'
dates = [first_date + timedelta(days=x) for x in range((last_date - first_date).days + 1) if (first_date + timedelta(days=x)).weekday() == time.strptime(week_day, '%A').tm_wday]
It will return all Sunday date of given date range.
Here's a complete generator function that builds on the solution from #sth. It includes the crucial fix that was mentioned in his solution's comments.
You can specify the day of week (using Python's indexing with 0=Monday to 6=Sunday), the starting date, and the number of weeks to enumerate.
def get_all_dates_of_day_of_week_in_year(day_of_week, start_year, start_month,
start_day, max_weeks=None):
'''
Generator function to enumerate all calendar dates for a specific day
of the week during one year. For example, all Wednesdays in 2018 are:
1/3/2018, 1/10/2018, 1/17/2018, 1/24/2018, 1/31/2018, 2/7/2018, etc.
Parameters:
----------
day_of_week : int
The day_of_week should be one of these values: 0=Monday, 1=Tuesday,
2=Wednesday, 3=Thursday, 4=Friday, 5=Saturday, 6=Sunday.
start_year : int
start_month : int
start_day : int
The starting date from which to list out all the dates
max_weeks : int or None
If None, then list out all dates for the rest of the year.
Otherwise, end the list after max_weeks number of weeks.
'''
if day_of_week < 0 or day_of_week > 6:
raise ValueError('day_of_week should be in [0, 6]')
date_iter = date(start_year, start_month, start_day)
# First desired day_of_week
date_iter += timedelta(days=(day_of_week - date_iter.weekday() + 7) % 7)
week = 1
while date_iter.year == start_year:
yield date_iter
date_iter += timedelta(days=7)
if max_weeks is not None:
week += 1
if week > max_weeks:
break
Example usage to get all Wednesdays starting on January 1, 2018, for 10 weeks.
import calendar
day_of_week = 2
max_weeks = 10
for d in get_all_dates_of_day_of_week_in_year (day_of_week, 2018, 1, 1, max_weeks):
print "%s, %d/%d/%d" % (calendar.day_name[d.weekday()], d.year, d.month, d.day)
The above code produces:
Wednesday, 2018/1/3
Wednesday, 2018/1/10
Wednesday, 2018/1/17
Wednesday, 2018/1/24
Wednesday, 2018/1/31
Wednesday, 2018/2/7
Wednesday, 2018/2/14
Wednesday, 2018/2/21
Wednesday, 2018/2/28
Wednesday, 2018/3/7
according to #sth answer I like to give you an alternative without a function
from datetime import date, timedelta,datetime
sunndays = list()
year_var = datetime.now() #get current date
year_var = year_var.year #get only the year
d = date(year_var, 1, 1) #get the 01.01 of the current year = 01.01.2020
#now we have to skip 4 days to get to sunday.
#d.weekday is wednesday so it has a value of 2
d += timedelta(days=6 - d.weekday()) # 01.01.2020 + 4 days (6-2=4)
sunndays.append(str(d.strftime('%d-%m-%Y'))) #you need to catch the first sunday
#here you get every other sundays
while d.year == year_var:
d += timedelta(days=7)
sunndays.append(str(d.strftime('%d-%m-%Y')))
print(sunndays) # only for control
if you want every monday for example
#for 2021 the 01.01 is a friday the value is 4
#we need to skip 3 days 7-4 = 3
d += timedelta(days=7 - d.weekday())
according to #sth answer,it will lost the day when 1st is sunday.This will be better:
d = datetime.date(year, month-1, 28)
for _ in range(5):
d = d + datetime.timedelta(days=-d.weekday(), weeks=1)
if d.month!=month:
break
date.append(d)

Categories

Resources