I have to find some date inside an string with a regular expresions in python
astring ='L2A_T21HUB_A023645_20210915T135520'
and i'm trying to get the part before the T with shape xxxxxxxx where every x is a number.
desiredOutput = '20210915'
I'm new in regex so I have no idea how to solve this
If the astring's format is consistent, meaning it will always have the same shape with respect to the date, you can split the string by '_' and get the last substring and get the date from there as such:
astring ='L2A_T21HUB_A023645_20210915T135520'
date_split = astring.split("_"). # --> ['L2A', 'T21HUB', 'A023645', '20210915T135520']
desiredOutput = date_split[3][:8] # --> [3] = '20210915T135520' [:8] gets first 8 chars
print(desiredOutput) # --> 20210915
If you wanted an actual datetime object
>>> from datetime import datetime
>>> astring = 'L2A_T21HUB_A023645_20210915T135520'
>>> date_str = astring.split('_')[-1]
>>> datetime.strptime(date_str, '%Y%m%dT%H%M%S')
datetime.datetime(2021, 9, 15, 13, 55, 20)
From that, you can use datetime.strftime to reformat to a new string, or you can use split('T')[0] to get the string you want.
The trouble with Regex is that there can be unexpected patterns that match your expected pattern and throw things off. However, if you know that only the date portion will ever have 8 sequential digits, you can do this:
import re
date_patt = re.compile('\d{8}')
date = date_patt.search(astring).group(0)
You can develop more robust patterns based on your knowledge of the formatting of the incoming strings. For instance, if you know that the date will always follow an underscore, you could use a look-behind assertion:
date_patt = re.compile(r'(?<=\_)\d{8}') # look for '_' before the date, but don't capture
Hope this helps. Regex can be finicky and may take some tweaking, but hope this sets you in the right direction.
I currently have a datetime object with time that looks like 06:00:00 and am trying to convert it to a string that looks like "6:00 am".
I have been trying to use the Python Strftime libraries but am having trouble, could someone point me in the right direction? Thanks :)
You should just be able to use %I:%M %p, as per the following transcript:
>>> import datetime
>>> now = datetime.datetime.now()
>>> now
datetime.datetime(2020, 3, 30, 14, 6, 49, 62354)
>>> print(now.strftime("%I:%M %p"))
02:06 PM
See here for a list of the different format codes.
If, as your question implies, you need it without a leading zero on the hour, and in lower-case, you can just use regular expressions for the former and lower() for the latter:
>>> import re
>>> print(re.sub("^0", "", now.strftime("%I:%M %p")).lower())
2:06 pm
This works for me:
>>> import datetime
>>> datetime.datetime.now().strftime( '%H:%M %p' )
'15:09 PM'
At the moment I have a string similar to:
mytime = '143456.45674'
That string is giving time in :
%HH%MM:%SS . something else
I am only interested in HH:MM:SS format so I could do:
mynewTime = mytime[0:2]+":"+mytime[2:4]+":"+mytime[4:6]
'14:34:56'
It is a bit ugly and I was wondering if there was a more elegant/efficient way of doing it. Regex perhaps?
Looks like you're looking for a combination of strptime and strftime:
import datetime
mytime = '143456.45674'
ts = datetime.datetime.strptime(mytime, '%H%M%S.%f')
print ts.strftime('%H:%M:%S')
# 14:34:56
If you want to do it in regex
>>> import re
>>> val=re.sub(r"\..*$", "", "143456.45674")
>>> re.sub(r"(?<=\d)(?=(\d{2})+$)", ":", val )
'14:34:56'
A regex version for fun :)
re.sub(r"(\d{2})(\d{2})(\d{2})\.\d+", r"\1:\2:\3", mytime)
I have some dates which format is d/m/yyyy (e.g. 2/28/1987).
I would like to have it in the ISO format : 1987-02-28
I think we can do it that way, but it seems a little heavy:
str_date = '2/28/1987'
arr_str = re.split('/', str_date)
iso_date = arr_str[2]+'-'+arr_str[0][:2]+'-'+arr_str[1]
Is there another way to do it with Python?
You could use the datetime module:
datetime.datetime.strptime(str_date, '%m/%d/%Y').date().isoformat()
or, as running code:
>>> import datetime
>>> str_date = '2/28/1987'
>>> datetime.datetime.strptime(str_date, '%m/%d/%Y').date().isoformat()
'1987-02-28'
I would use the datetime module to parse it:
>>> from datetime import datetime
>>> date = datetime.strptime('2/28/1987', '%m/%d/%Y')
>>> date.strftime('%Y-%m-%d')
'1987-02-28'
What you have is very nearly how I would write it, the only major improvement I can suggest is using plain old split instead of re.split, since you do not need a regular expression:
arr_str = str_date.split('/')
If you needed to do anything more complicated like that I would recommend time.strftime, but that's significantly more expensive than string bashing.
What regular expression in Python do I use to match dates like this: "11/12/98"?
Instead of using regex, it is generally better to parse the string as a datetime.datetime object:
In [140]: datetime.datetime.strptime("11/12/98","%m/%d/%y")
Out[140]: datetime.datetime(1998, 11, 12, 0, 0)
In [141]: datetime.datetime.strptime("11/12/98","%d/%m/%y")
Out[141]: datetime.datetime(1998, 12, 11, 0, 0)
You could then access the day, month, and year (and hour, minutes, and seconds) as attributes of the datetime.datetime object:
In [143]: date.year
Out[143]: 1998
In [144]: date.month
Out[144]: 11
In [145]: date.day
Out[145]: 12
To test if a sequence of digits separated by forward-slashes represents a valid date, you could use a try..except block. Invalid dates will raise a ValueError:
In [159]: try:
.....: datetime.datetime.strptime("99/99/99","%m/%d/%y")
.....: except ValueError as err:
.....: print(err)
.....:
.....:
time data '99/99/99' does not match format '%m/%d/%y'
If you need to search a longer string for a date,
you could use regex to search for digits separated by forward-slashes:
In [146]: import re
In [152]: match = re.search(r'(\d+/\d+/\d+)','The date is 11/12/98')
In [153]: match.group(1)
Out[153]: '11/12/98'
Of course, invalid dates will also match:
In [154]: match = re.search(r'(\d+/\d+/\d+)','The date is 99/99/99')
In [155]: match.group(1)
Out[155]: '99/99/99'
To check that match.group(1) returns a valid date string, you could then parsing it using datetime.datetime.strptime as shown above.
I find the below RE working fine for Date in the following format;
14-11-2017
14.11.2017
14|11|2017
It can accept year from 2000-2099
Please do not forget to add $ at the end,if not it accept 14-11-201 or 20177
date="13-11-2017"
x=re.search("^([1-9] |1[0-9]| 2[0-9]|3[0-1])(.|-)([1-9] |1[0-2])(.|-|)20[0-9][0-9]$",date)
x.group()
output = '13-11-2017'
I built my solution on top of #aditya Prakash appraoch:
print(re.search("^([1-9]|0[1-9]|1[0-9]|2[0-9]|3[0-1])(\.|-|/)([1-9]|0[1-9]|1[0-2])(\.|-|/)([0-9][0-9]|19[0-9][0-9]|20[0-9][0-9])$|^([0-9][0-9]|19[0-9][0-9]|20[0-9][0-9])(\.|-|/)([1-9]|0[1-9]|1[0-2])(\.|-|/)([1-9]|0[1-9]|1[0-9]|2[0-9]|3[0-1])$",'01/01/2018'))
The first part (^([1-9]|0[1-9]|1[0-9]|2[0-9]|3[0-1])(\.|-|/)([1-9]|0[1-9]|1[0-2])(\.|-|/)([0-9][0-9]|19[0-9][0-9]|20[0-9][0-9])$) can handle the following formats:
01.10.2019
1.1.2019
1.1.19
12/03/2020
01.05.1950
The second part (^([0-9][0-9]|19[0-9][0-9]|20[0-9][0-9])(\.|-|/)([1-9]|0[1-9]|1[0-2])(\.|-|/)([1-9]|0[1-9]|1[0-9]|2[0-9]|3[0-1])$) can basically do the same, but in inverse order, where the year comes first, followed by month, and then day.
2020/02/12
As delimiters it allows ., /, -. As years it allows everything from 1900-2099, also giving only two numbers is fine.
If you have suggestions for improvement please let me know in the comments, so I can update the answer.
Using this regular expression you can validate different kinds of Date/Time samples, just a little change is needed.
^\d\d\d\d/(0?[1-9]|1[0-2])/(0?[1-9]|[12][0-9]|3[01]) (00|[0-9]|1[0-9]|2[0-3]):([0-9]|[0-5][0-9]):([0-9]|[0-5][0-9])$ -->validate this: 2018/7/12 13:00:00
for your format you cad change it to:
^(0?[1-9]|[12][0-9]|3[01])/(0?[1-9]|1[0-2])/\d\d$ --> validates this: 11/12/98
I use something like this
>>> import datetime
>>> regex = datetime.datetime.strptime
>>>
>>> # TEST
>>> assert regex('2020-08-03', '%Y-%m-%d')
>>>
>>> assert regex('2020-08', '%Y-%m-%d')
ValueError: time data '2020-08' does not match format '%Y-%m-%d'
>>> assert regex('08/03/20', '%m/%d/%y')
>>>
>>> assert regex('08-03-2020', '%m/%d/%y')
ValueError: time data '08-03-2020' does not match format '%m/%d/%y'
Well, from my understanding, simply for matching this format in a given string, I prefer this regular expression:
pattern='[0-9|/]+'
to match the format in a more strict way, the following works:
pattern='(?:[0-9]{2}/){2}[0-9]{2}'
Personally, I cannot agree with unutbu's answer since sometimes we use regular expression for "finding" and "extract", not only "validating".
Sometimes we need to get the date from a string.
One example with grouping:
record = '1518-09-06 00:57 some-alphanumeric-charecter'
pattern_date_time = ([0-9]{4}-[0-9]{2}-[0-9]{2} [0-9]{2}:[0-9]{2}) .+
match = re.match(pattern_date_time, record)
if match is not None:
group = match.group()
date = group[0]
print(date) // outputs 1518-09-06 00:57
As the question title asks for a regex that finds many dates, I would like to propose a new solution, although there are many solutions already.
In order to find all dates of a string that are in this millennium (2000 - 2999), for me it worked the following:
dates = re.findall('([1-9]|1[0-9]|2[0-9]|3[0-1]|0[0-9])(.|-|\/)([1-9]|1[0-2]|0[0-9])(.|-|\/)(20[0-9][0-9])',dates_ele)
dates = [''.join(dates[i]) for i in range(len(dates))]
This regex is able to find multiple dates in the same string, like bla Bla 8.05/2020 \n BLAH bla15/05-2020 blaa. As one could observe, instead of / the date can have . or -, not necessary at the same time.
Some explaining
More specifically it can find dates of format day , moth year. Day is an one digit integer or a zero followed by one digit integer or 1 or 2 followed by an one digit integer or a 3 followed by 0 or 1. Month is an one digit integer or a zero followed by one digit integer or 1 followed by 0, 1, or 2. Year is the number 20 followed by any number between 00 and 99.
Useful notes
One can add more date splitting symbols by adding | symbol at the end of both (.|-|\/). For example for adding -- one would do (.|-|\/|--)
To have years outside of this millennium one has to modify (20[0-9][0-9]) to ([0-9][0-9][0-9][0-9])
I use something like this :
string="text 24/02/2021 ... 24-02-2021 ... 24_02_2021 ... 24|02|2021 text"
new_string = re.sub(r"[0-9]{1,4}[\_|\-|\/|\|][0-9]{1,2}[\_|\-|\/|\|][0-9]{1,4}", ' ', string)
print(new_string)
out : text ... ... ... text
If you don't want to raise ValueError exception like in methods with datetime, you can use re. Maybe you should also check that day of month lower than 31 and month number is lower than 12, inclusive:
from re import search as re_search
date_input = '31.12.1998'
re_search(r'^(3[01]|[12][0-9]|0[1-9]).(1[0-2]|0[1-9]).[0-9]{4}$', date_input)
With datetime good answer gave #unutbu earlier.
In case anyone wants to match this type of date "24 November 2008"
you can use
import re
date = "24 November 2008"
regex = re.compile("\d+\s\w+\s\d+")
matchDate = regex.findall(date)
print(matchDate)
Or
import re
date = "24 November 2008"
matchDate = re.findall("\d+\s\w+\s\d+", date)
print(matchDate)
This regular expression for matching dates in this format "22/10/2021" works for me :
import re
date = "WHATEVER 22/10/2029 WHATEVER"
match = re.search("([0-9]|1[0-9]|2[0-9]|3[0-5])/([0-9]|1[0-9]|2[0-9]|3[0-5])/([0-9][0-9][0-9][0-9])", date)
print(match)
OUTPUT = <re.Match object; span=(9, 19), match='22/10/2029'>
You can see in the fourth line that there is this string ([0-9]|1[0-9]|2[0-9]|3[0-5])/([0-9]|1[0-9]|2[0-9]|3[0-5])/([0-9][0-9][0-9][0-9]), this is the regular expression that I made based in this page.