Given a string that looks like "Hours:5 Minutes:34 Seconds:28" or "Minutes:34 Seconds:28", is there any pythonic way to convert it to a datetime object? I do not want to use a regex if there's an easier way.
Yes, there is. You can do it like this:
import time
datetime_string = "Hours:5 Minutes:34 Seconds:28"
if "Hours" in datetime_string:
datetime_object = time.strptime(datetime_string, "Hours:%H Minutes:%M Seconds:%S")
elif "Minutes" in datetime_string:
datetime_object = time.strptime(datetime_string, "Minutes:%M Seconds:%S")
else:
datetime_object = time.strptime(datetime_string, "Seconds:%S")
Note: When You create datetime object, values that You do not provide will be filled with default values.So, in case datetime_string contains only seconds, hours and minutes will be set to 0.
You may use datetime.strptime() to convert string into datetime object as:
>>> from datetime import datetime
>>> date_object = datetime.strptime('Hours:5 Minutes:34 Seconds:28', 'Hours:%H Minutes:%M Seconds:%S')
>>> date_object
datetime.datetime(1900, 1, 1, 5, 34, 28)
# ^ ^ ^
# Hour Min Seconds
Since you do not have date in the string, it will keep the default date of 1 Jan 1990. I think what you need is datetime.time() which return time object with same hour, minute, second and microsecond as in you datetime object. (tzinfo is None). For example:
>>> date_object.time()
datetime.time(5, 34, 28)
# ^ ^ ^
# Hour Min Seconds
where date_object is of datetime type created earlier.
Related
I have a JSON object with a date that returns
print row['ApplicationReceivedDateTime']
/Date(1454475600000)/
how do I process this using the pythons datetime module?
print type(row['ApplicationReceivedDateTime'])
returns <type 'unicode'>
print repr(row['ApplicationReceivedDateTime'])
returns u'/Date(1454475600000)/'
That looks like milliseconds. Try dividing by 1000.
import datetime as dt
>>> dt.datetime.fromtimestamp(1454475600000 / 1000)
datetime.datetime(2016, 2, 2, 21, 0)
If the date is in the string format per your question, extract the numeric portion using re.
date = '/Date(1454475600000)/'
>>> dt.datetime.fromtimestamp(int(re.findall(r"\d+", date)[0]) / 1000)
datetime.datetime(2016, 2, 2, 21, 0)
You probably want
datetime.datetime.strptime(string_date, "%Y-%m-%d %H:%M:%S.%f")
And the values of Year, Month, Day, Hour, Minute, Second and F, for that you can write a manual function for that like this
def generate_date_time_str(date_str):
"""Login to parse the date str"""
return date_str
the date_str will look link this
"%Y-%m-%d %H:%M:%S.%f"
There is no python module directly convert any random date str to DateTime object
You can use re to get the integer value and then use datetime.datetime.fromtimestamp to get the date value:
from datetime import datetime
import re
string_time = row['ApplicationReceivedDateTime']
parsed_time = int(re.search('\((\d+)\)', string_time)[1]) / 1e3 #1e3 == 1000
rcvd_date = datetime.fromtimestamp(parsed_time)
print(rcvd_date.strftime('%Y-%m-%d %H:%M:%S'))
Prints:
'2016-02-03 05:00:00'
I am getting a response from the rest is an Epoch time format like
start_time = 1234566
end_time = 1234578
I want to convert that epoch seconds in MySQL format time so that I could store the differences in my MySQL database.
I tried:
>>> import time
>>> time.gmtime(123456)
time.struct_time(tm_year=1970, tm_mon=1, tm_mday=2, tm_hour=10, tm_min=17, tm_sec=36, tm_wday=4, tm_yday=2, tm_isdst=0)
The above result is not what I am expecting. I want it be like
2012-09-12 21:00:00
Please suggest how can I achieve this?
Also,
Why I am getting TypeError: a float is required for
>>> getbbb_class.end_time = 1347516459425
>>> mend = time.gmtime(getbbb_class.end_time).tm_hour
Traceback (most recent call last):
...
TypeError: a float is required
To convert your time value (float or int) to a formatted string, use:
import time
time.strftime('%Y-%m-%d %H:%M:%S', time.localtime(1347517370))
For example:
import time
my_time = time.strftime('%Y-%m-%d %H:%M:%S', time.localtime(1347517370))
print(my_time)
You can also use datetime:
>>> import datetime
>>> datetime.datetime.fromtimestamp(1347517370).strftime('%c')
'2012-09-13 02:22:50'
>>> import datetime
>>> datetime.datetime.fromtimestamp(1347517370).strftime('%Y-%m-%d %H:%M:%S')
'2012-09-13 14:22:50' # Local time
To get UTC:
>>> datetime.datetime.utcfromtimestamp(1347517370).strftime('%Y-%m-%d %H:%M:%S')
'2012-09-13 06:22:50'
This is what you need
In [1]: time.time()
Out[1]: 1347517739.44904
In [2]: time.strftime("%Y-%m-%d %H:%M:%S", time.gmtime(time.time()))
Out[2]: '2012-09-13 06:31:43'
Please input a float instead of an int and that other TypeError should go away.
mend = time.gmtime(float(getbbb_class.end_time)).tm_hour
Try this:
>>> import time
>>> time.strftime("%Y-%m-%d %H:%M:%S", time.gmtime(1347517119))
'2012-09-12 23:18:39'
Also in MySQL, you can FROM_UNIXTIME like:
INSERT INTO tblname VALUES (FROM_UNIXTIME(1347517119))
For your 2nd question, it is probably because getbbb_class.end_time is a string. You can convert it to numeric like: float(getbbb_class.end_time)
If you have epoch in milliseconds a possible solution is convert to seconds:
import time
time.ctime(milliseconds/1000)
For more time functions: https://docs.python.org/3/library/time.html#functions
#This adds 10 seconds from now.
from datetime import datetime
import commands
date_string_command="date +%s"
utc = commands.getoutput(date_string_command)
a_date=datetime.fromtimestamp(float(int(utc))).strftime('%Y-%m-%d %H:%M:%S')
print('a_date:'+a_date)
utc = int(utc)+10
b_date=datetime.fromtimestamp(float(utc)).strftime('%Y-%m-%d %H:%M:%S')
print('b_date:'+b_date)
This is a little more wordy but it comes from date command in unix.
First a bit of info in epoch from man gmtime
The ctime(), gmtime() and localtime() functions all take an argument of data type time_t which represents calendar time. When inter-
preted as an absolute time value, it represents the number of seconds elapsed since 00:00:00 on January 1, 1970, Coordinated Universal
Time (UTC).
to understand how epoch should be.
>>> time.time()
1347517171.6514659
>>> time.gmtime(time.time())
(2012, 9, 13, 6, 19, 34, 3, 257, 0)
just ensure the arg you are passing to time.gmtime() is integer.
Sharing an answer to clearly distinguish UTC and local time conversions. Use import datetime at the top before using the below methods.
Convert to datetime of local machine's timezone
datetime.datetime.fromtimestamp(1347517370)
Convert to datetime of UTC timezone
datetime.datetime.utcfromtimestamp(1347517370)
For both the above methods, if you wish to return a formatted date string, use the following code block
datetime.datetime.fromtimestamp(1347517370).strftime('%Y-%m-%d %H:%M:%S')
datetime.datetime.utcfromtimestamp(1347517370).strftime('%Y-%m-%d %H:%M:%S')
A function returns date and time in unicode format.
u'2014-03-06T04:38:51Z'
I wish to convert this to date and time format and subtract it with current datetime to get the number of days in between.
Thanks in advance
Check string is unicode
>>> import types
>>> type(u'2014-03-06T04:38:51Z') is types.UnicodeType
True
Converting strings to datetime:
>>> import datetime
>>> datetime.datetime.strptime(u'2014-03-06T04:38:51Z', '%Y-%m-%dT%H:%M:%SZ')
datetime.datetime(2014, 3, 6, 4, 38, 51)
Subtract from today to
>>> import datetime
>>> today = datetime.datetime.today()
>>> yourdate = datetime.datetime.strptime(u'2014-03-06T04:38:51Z', '%Y-%m-%dT%H:%M:%SZ')
>>> difference = today - yourdate
print str(difference)
First you have to convert your string to a datetime.datetime object.
import datetime
then = datetime.datetime.strptime(u'2014-03-06T04:38:51Z', "%Y-%m-%dT%H:%M:%SZ")
then represents itself as datetime.datetime(2014, 3, 6, 4, 38, 51), which looks about right. Then you have to get today's date as a datetime.datetime.
now = datetime.datetime.now()
Finally subtract it from your date (or vice versa - the question didn't make it clear).delta is a datetime.timedelta object that stores increments in days, seconds and microseconds. The latter two are always positive, the first can be negative.
for delta in (now-then, then-now):
print(delta, "::", delta.days, delta.seconds, delta.microseconds)
This prints out:
-1 day, 20:18:14.250142 :: -1 73094 250142
3:41:45.749858 :: 0 13305 749858
Best try it with a few examples to convince yourself it's correct.
What are these date-time formats? I need to convert them to the same format, to check if they are the same. These are just two coming from a separate data source, so I need to find a way to make them the same format. Any ideas?
2013-07-12T07:00:00Z
2013-07-10T11:00:00.000Z
Thanks in advance
That extra .000 is micro seconds.
This will convert a date string of a format to datetime object.
import datetime
d1 = datetime.datetime.strptime("2013-07-12T07:00:00Z","%Y-%m-%dT%H:%M:%SZ")
d2 = datetime.datetime.strptime("2013-07-10T11:00:00.000Z","%Y-%m-%dT%H:%M:%S.%fZ")
Then convert them into any format depending on your requirement, by using:
new_format = "%Y-%m-%d"
d1.strftime(new_format)
perhaps use .isoformat()
string in ISO 8601 format, YYYY-MM-DDTHH:MM:SS[.mmmmmm][+HH:MM]
>>> import datetime
>>> datetime.datetime.utcnow().isoformat() + "Z"
'2013-07-11T22:26:51.564000Z'
>>>
Z specifies "zulu" time or UTC.
You can also add the timezone component by making your datetime object timezone aware by applying the appropriate tzinfo object. With the tzinfo applied the .isoformat() method will include the appropriate utc offset in the output:
>>> d = datetime.datetime.utcnow().replace(tzinfo=datetime.timezone.utc)
>>> d.isoformat()
'2019-11-11T00:52:43.349356+00:00'
You can remove the microseconds by change the microseconds value to 0:
>>> no_ms = d.replace(microsecond=0)
>>> no_ms.isoformat()
'2019-11-11T00:52:43+00:00'
Also, as of python 3.7 the .fromisoformat() method is available to load an iso formatted datetime string into a python datetime object:
>>> datetime.datetime.fromisoformat('2019-11-11T00:52:43+00:00')
datetime.datetime(2019, 11, 11, 0, 52, 43, tzinfo=datetime.timezone.utc)
http://www.ietf.org/rfc/rfc3339.txt
you can try to trim the string
data = "2019-10-22T00:00:00.000-05:00"
result1 = datetime.datetime.strptime(data[0:19],"%Y-%m-%dT%H:%M:%S")
result2 = datetime.datetime.strptime(data[0:23],"%Y-%m-%dT%H:%M:%S.%f")
result3 = datetime.datetime.strptime(data[0:9], "%Y-%m-%d")
use datetime module.
For a variable
import datetime
def convertDate(d):
new_date = datetime.datetime.strptime(d,"%Y-%m-%dT%H:%M:%S.%fZ")
return new_date.date()
convertDate("2019-12-23T00:00:00.000Z")
you can change the ".date()" to ".year", ".month", ".day" etc...
Output: # is now a datetime object
datetime.date(2019, 12, 23)
For a DataFrame column, use apply()
df['new_column'] = df['date_column'].apply(convertDate)
* Short and best way:
str(datetime.datetime.now()).replace(' ','T')
or
str(datetime.datetime.now()).replace(' ','T') + "Z"
I'm trying to make a object with the same year and month as the current date but change the day around to a different date in the month.
from datetime import timedelta, date, datetime
whole = date.today()
wholestr= str(whole)
vali = wholestr.split('-')
year=int(vali[0])
month=int(vali[1])
day=int(vali[2])
sub = datetime.date(year,month,16)
print sub
Here it says that ints work when constructing but I get an error saying that it needs a datetime.date obj and not ints.
http://docs.python.org/library/datetime.html#date-objects
I believe your problem is that you call datetime.date when you just want to call date in your second to last line. Changing to just using date gave me this result:
>>> from datetime import timedelta, date, datetime
>>> whole = date.today()
>>> wholestr = str(whole)
>>> vali = wholestr.split('-')
>>> year = int(vali[0])
>>> month = int(vali[1])
>>> day = int(vali[2])
>>> sub = date(year, month, 16)
>>> sub
datetime.date(2012, 4, 16)
>>> print sub
2012-04-16
Alternatively you could just call datetime like this:
>>> datetime(year, month, 16)
datetime.datetime(2012, 4, 16, 0, 0)
Personally, this is why I always prefer to just do import datetime.
Your problem is pretty straightforward:
from datetime import [some items including] datetime
After the import finishes, datetime refers to what used to be called datetime.datetime, and datetime.date is what would otherwise be referred to as datetime.datetime.date.
You can either use date (which, since you imported it, now refers to what would otherwise be datetime.date) or just import datetime and qualify all the names, e.g., whole = datetime.date.today() and so on. I prefer the latter myself because it's easy to get lost otherwise, but it's a personal preference thing.