Python generating a list of dates between two dates
PythonPandasDataframePython Problem Overview
I want to generate a list of dates between two dates and store them in a list in string format. This list is useful to compare with other dates I have.
My code is given below:
from datetime import date, timedelta
sdate = date(2019,3,22) # start date
edate = date(2019,4,9) # end date
def dates_bwn_twodates(start_date, end_date):
for n in range(int ((end_date - start_date).days)):
yield start_date + timedelta(n)
print(dates_bwn_twodates(sdate,edate))
My present output:
<generator object dates_bwn_twodates at 0x000002A8E7929410>
My expected output:
['2019-03-22',.....,'2019-04-08']
Something wrong in my code.
Python Solutions
Solution 1 - Python
You can use pandas.date_range()
for this:
import pandas
pandas.date_range(sdate,edate-timedelta(days=1),freq='d')
DatetimeIndex(['2019-03-22', '2019-03-23', '2019-03-24', '2019-03-25',
'2019-03-26', '2019-03-27', '2019-03-28', '2019-03-29',
'2019-03-30', '2019-03-31', '2019-04-01', '2019-04-02',
'2019-04-03', '2019-04-04', '2019-04-05', '2019-04-06',
'2019-04-07', '2019-04-08'],
dtype='datetime64[ns]', freq='D')
Solution 2 - Python
Your code rewritten as a list comprehension:
[sdate+timedelta(days=x) for x in range((edate-sdate).days)]
results:
[datetime.date(2019, 3, 22),
datetime.date(2019, 3, 23),
datetime.date(2019, 3, 24),
:
datetime.date(2019, 4, 7),
datetime.date(2019, 4, 8)]
Solution 3 - Python
You'd need to turn it into a list with strings explicitly:
print([str(d) for d in dates_bwn_twodates(sdate,edate)])
Solution 4 - Python
from datetime import date, timedelta
sdate = date(2019,3,22) # start date
edate = date(2019,4,9) # end date
date_modified=sdate
list=[sdate]
while date_modified<edate:
date_modified+=timedelta(days=nbDaysbtw2dates)
list.append(date_modified)
print(list)
Solution 5 - Python
I'm surprised this isn't a standard function in datetime package.
Here's a function that does what is requested:
from datetime import timedelta
def date_range_list(start_date, end_date):
# Return list of datetime.date objects between start_date and end_date (inclusive).
date_list = []
curr_date = start_date
while curr_date <= end_date:
date_list.append(curr_date)
curr_date += timedelta(days=1)
return date_list
Usage:
from datetime import date, timedelta
def date_range_list(start_date, end_date):
# Return list of datetime.date objects between start_date and end_date (inclusive).
date_list = []
curr_date = start_date
while curr_date <= end_date:
date_list.append(curr_date)
curr_date += timedelta(days=1)
return date_list
start_date = datetime.date(year=2021, month=12, day=20)
stop_date = datetime.date(year=2021, month=12, day=25)
date_list = date_range_list(start_date, stop_date)
date_list
Output:
[datetime.date(2021, 12, 20),
datetime.date(2021, 12, 21),
datetime.date(2021, 12, 22),
datetime.date(2021, 12, 23),
datetime.date(2021, 12, 24),
datetime.date(2021, 12, 25)]
Solution 6 - Python
There is a much simpler approach and can be used by just modifying your code. It is as follows;
from datetime import datetime, timedelta
from datetime import date
def date_bwn_two_dates(start_date, end_date):
date_list = [] # The list where we want to store
for i in range(int((end_date-start_date).days)+1): # Iterate between the range of dates
year = (start_date+timedelta(i)).strftime("%Y") # Get the Year
month = (start_date+timedelta(i)).strftime("%m") # Get the month
date_a = (start_date+timedelta(i)).strftime("%d") # Get the day
date_list.append([year, month, date_a]) # Append the Objects accquired
return date_list # return the list
for i in date_bwn_two_dates(date(2020, 12, 1), date(2021, 12, 1)):
print(i)
Solution 7 - Python
You can use the moment library from https://github.com/zachwill/moment.git to make your life easier.
import moment
def dates_bwn_twodates(start_date, end_date):
diff = abs(start_date.diff(end_date).days)
for n in range(0,diff+1):
yield start_date.strftime("%Y-%m-%d")
start_date = (start_date).add(days=1)
sdate = moment.date('2019-03-22') #start date
edate = moment.date('2019-04-09') #end date
and then you have options
dates = list(dates_bwn_twodates(sdate,edate)) #dates as a list
or you can iterate
for date in dates_bwn_twodates(sdate,edate):
#do something with each date