I have time stamp in format of "10:24:00.744" I want to fetch the seconds value (here -- 00) and millisecond value (here -- 744) in different variables using python. Hope someone can help me with this.
You can use datetime.datetime module to parse the time, and then get the seconds and milliseconds from it -
>>> from datetime import datetime
>>> h = datetime.strptime('10:24:00.744','%H:%M:%S.%f')
>>> seconds = h.second
>>> milliseconds = h.microsecond/1000
>>> print(seconds)
0
>>> print(milliseconds)
744.0
strptime() function is used to parse datetime from string, the directives mean -
%H - Hour
%M - Minutes
%S - Seconds
%f - Microseconds
More details about support directives can be found here.
Try the following:
a = "10:24:00.744"
seconds = a[6:8]
milliseconds = a[9:]
print "Seconds", seconds
print "Milliseconds", milliseconds
You will get the following output:
Seconds '00'
Milliseconds '744'
Related
Pretty basic question. I'm using a function that parses seconds from JSON and uses datetime in Python to output to hours/minutes/seconds, like so:
str(datetime.timedelta(seconds=seconds here))
This outputs something like so:
Timestamp: 23:54:02.513000
Timestamp: 1 day, 0:01:07.827000
It works perfectly, but I don't want datetime to print "1 day", I want hours only. So for example the second above should be something like 24:01:07.827000
I tried using my own custom function to convert the seconds, but I feel there must be an easier way.
According to Python Docs, https://docs.python.org/3/library/datetime.html#timedelta-objects
Only days, seconds and microseconds are stored internally.
So you have to compute the hours and minutes yourself using days and seconds. Below code uses f-strings.
import datetime
t = datetime.timedelta(seconds=60*60*24 + 11569) # A random number for testing
print(t) # 1 day, 3:12:49
print(f'{t.days * 24 + t.seconds // 3600:02}:{(t.seconds % 3600) // 60:02}:{t.seconds % 60:02}') # 27:12:49
Running this
import time
import datetime
timenow = time.time()
timedifference = time.time() - timenow
timedifference = datetime.timedelta( seconds=timedifference )
print( "%s" % timedifference )
I got this:
0:00:00.000004
How can I format trimming the microseconds to 2 decimal digits using the deltatime object?
0:00:00.00
Related questions:
Timedelta in hours,minutes,seconds,microseconds format
Formatting microseconds to two decimal places (in fact converting microseconds into tens of microseconds)
Convert the timedifference to a string with str(), then separate on either side of the decimal place with .split('.'). Then keep the first portion before the decimal place with [0]:
Your example with the only difference on the last line:
import time
import datetime
timenow = time.time()
timedifference = time.time() - timenow
timedifference = datetime.timedelta( seconds=timedifference )
print( "%s" % str(timedifference).split('.')[0] )
generates:
0:00:00
Another solution is to split the fractional part numerically and format it separately:
>>> seconds = 123.995
>>> isec, fsec = divmod(round(seconds*100), 100)
>>> "{}.{:02.0f}".format(timedelta(seconds=isec), fsec)
'0:02:04.00'
As you can see, this takes care of the rounding. It is also easy to adjust the output precision by changing 100 above to another power of 10 (and adjusting the format string):
def format_td(seconds, digits=2):
isec, fsec = divmod(round(seconds*10**digits), 10**digits)
return ("{}.{:0%d.0f}" % digits).format(timedelta(seconds=isec), fsec)
You'll have to format it yourself. A timedelta object contains days, seconds and microseconds so you'll have to do the math to convert to days/hours/min/sec/microsec and then format using python string.format. For your microsec, you'll want ((microsec+5000)/10000) to get the top two digits (the +5000 is for rounding).
A bit late, but here's a 2021 answer with f-strings (modified from #Seb's original answer):
def format_td(seconds, digits=3):
isec, fsec = divmod(round(seconds*10**digits), 10**digits)
return f'{timedelta(seconds=isec)}.{fsec:0{digits}.0f}'
This question already has answers here:
How do I parse an ISO 8601-formatted date?
(29 answers)
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I'm getting a datetime string in a format like "2009-05-28T16:15:00" (this is ISO 8601, I believe). One hackish option seems to be to parse the string using time.strptime and passing the first six elements of the tuple into the datetime constructor, like:
datetime.datetime(*time.strptime("2007-03-04T21:08:12", "%Y-%m-%dT%H:%M:%S")[:6])
I haven't been able to find a "cleaner" way of doing this. Is there one?
I prefer using the dateutil library for timezone handling and generally solid date parsing. If you were to get an ISO 8601 string like: 2010-05-08T23:41:54.000Z you'd have a fun time parsing that with strptime, especially if you didn't know up front whether or not the timezone was included. pyiso8601 has a couple of issues (check their tracker) that I ran into during my usage and it hasn't been updated in a few years. dateutil, by contrast, has been active and worked for me:
from dateutil import parser
yourdate = parser.parse(datestring)
Since Python 3.7 and no external libraries, you can use the fromisoformat function from the datetime module:
datetime.datetime.fromisoformat('2019-01-04T16:41:24+02:00')
Python 2 doesn't support the %z format specifier, so it's best to explicitly use Zulu time everywhere if possible:
datetime.datetime.strptime("2007-03-04T21:08:12Z", "%Y-%m-%dT%H:%M:%SZ")
Because ISO 8601 allows many variations of optional colons and dashes being present, basically CCYY-MM-DDThh:mm:ss[Z|(+|-)hh:mm]. If you want to use strptime, you need to strip out those variations first.
The goal is to generate a UTC datetime object.
If you just want a basic case that work for UTC with the Z suffix like 2016-06-29T19:36:29.3453Z:
datetime.datetime.strptime(timestamp.translate(None, ':-'), "%Y%m%dT%H%M%S.%fZ")
If you want to handle timezone offsets like 2016-06-29T19:36:29.3453-0400 or 2008-09-03T20:56:35.450686+05:00 use the following. These will convert all variations into something without variable delimiters like 20080903T205635.450686+0500 making it more consistent/easier to parse.
import re
# This regex removes all colons and all
# dashes EXCEPT for the dash indicating + or - utc offset for the timezone
conformed_timestamp = re.sub(r"[:]|([-](?!((\d{2}[:]\d{2})|(\d{4}))$))", '', timestamp)
datetime.datetime.strptime(conformed_timestamp, "%Y%m%dT%H%M%S.%f%z" )
If your system does not support the %z strptime directive (you see something like ValueError: 'z' is a bad directive in format '%Y%m%dT%H%M%S.%f%z') then you need to manually offset the time from Z (UTC). Note %z may not work on your system in Python versions < 3 as it depended on the C library support which varies across system/Python build type (i.e., Jython, Cython, etc.).
import re
import datetime
# This regex removes all colons and all
# dashes EXCEPT for the dash indicating + or - utc offset for the timezone
conformed_timestamp = re.sub(r"[:]|([-](?!((\d{2}[:]\d{2})|(\d{4}))$))", '', timestamp)
# Split on the offset to remove it. Use a capture group to keep the delimiter
split_timestamp = re.split(r"([+|-])",conformed_timestamp)
main_timestamp = split_timestamp[0]
if len(split_timestamp) == 3:
sign = split_timestamp[1]
offset = split_timestamp[2]
else:
sign = None
offset = None
# Generate the datetime object without the offset at UTC time
output_datetime = datetime.datetime.strptime(main_timestamp +"Z", "%Y%m%dT%H%M%S.%fZ" )
if offset:
# Create timedelta based on offset
offset_delta = datetime.timedelta(hours=int(sign+offset[:-2]), minutes=int(sign+offset[-2:]))
# Offset datetime with timedelta
output_datetime = output_datetime + offset_delta
Arrow looks promising for this:
>>> import arrow
>>> arrow.get('2014-11-13T14:53:18.694072+00:00').datetime
datetime.datetime(2014, 11, 13, 14, 53, 18, 694072, tzinfo=tzoffset(None, 0))
Arrow is a Python library that provides a sensible, intelligent way of creating, manipulating, formatting and converting dates and times. Arrow is simple, lightweight and heavily inspired by moment.js and requests.
You should keep an eye on the timezone information, as you might get into trouble when comparing non-tz-aware datetimes with tz-aware ones.
It's probably the best to always make them tz-aware (even if only as UTC), unless you really know why it wouldn't be of any use to do so.
#-----------------------------------------------
import datetime
import pytz
import dateutil.parser
#-----------------------------------------------
utc = pytz.utc
BERLIN = pytz.timezone('Europe/Berlin')
#-----------------------------------------------
def to_iso8601(when=None, tz=BERLIN):
if not when:
when = datetime.datetime.now(tz)
if not when.tzinfo:
when = tz.localize(when)
_when = when.strftime("%Y-%m-%dT%H:%M:%S.%f%z")
return _when[:-8] + _when[-5:] # Remove microseconds
#-----------------------------------------------
def from_iso8601(when=None, tz=BERLIN):
_when = dateutil.parser.parse(when)
if not _when.tzinfo:
_when = tz.localize(_when)
return _when
#-----------------------------------------------
I haven't tried it yet, but pyiso8601 promises to support this.
import datetime, time
def convert_enddate_to_seconds(self, ts):
"""Takes ISO 8601 format(string) and converts into epoch time."""
dt = datetime.datetime.strptime(ts[:-7],'%Y-%m-%dT%H:%M:%S.%f')+\
datetime.timedelta(hours=int(ts[-5:-3]),
minutes=int(ts[-2:]))*int(ts[-6:-5]+'1')
seconds = time.mktime(dt.timetuple()) + dt.microsecond/1000000.0
return seconds
This also includes the milliseconds and time zone.
If the time is '2012-09-30T15:31:50.262-08:00', this will convert into epoch time.
>>> import datetime, time
>>> ts = '2012-09-30T15:31:50.262-08:00'
>>> dt = datetime.datetime.strptime(ts[:-7],'%Y-%m-%dT%H:%M:%S.%f')+ datetime.timedelta(hours=int(ts[-5:-3]), minutes=int(ts[-2:]))*int(ts[-6:-5]+'1')
>>> seconds = time.mktime(dt.timetuple()) + dt.microsecond/1000000.0
>>> seconds
1348990310.26
Both ways:
Epoch to ISO time:
isoTime = time.strftime('%Y-%m-%dT%H:%M:%SZ', time.gmtime(epochTime))
ISO time to Epoch:
epochTime = time.mktime(time.strptime(isoTime, '%Y-%m-%dT%H:%M:%SZ'))
Isodate seems to have the most complete support.
aniso8601 should handle this. It also understands timezones, Python 2 and Python 3, and it has a reasonable coverage of the rest of ISO 8601, should you ever need it.
import aniso8601
aniso8601.parse_datetime('2007-03-04T21:08:12')
Here is a super simple way to do these kind of conversions.
No parsing, or extra libraries required.
It is clean, simple, and fast.
import datetime
import time
################################################
#
# Takes the time (in seconds),
# and returns a string of the time in ISO8601 format.
# Note: Timezone is UTC
#
################################################
def TimeToISO8601(seconds):
strKv = datetime.datetime.fromtimestamp(seconds).strftime('%Y-%m-%d')
strKv = strKv + "T"
strKv = strKv + datetime.datetime.fromtimestamp(seconds).strftime('%H:%M:%S')
strKv = strKv +"Z"
return strKv
################################################
#
# Takes a string of the time in ISO8601 format,
# and returns the time (in seconds).
# Note: Timezone is UTC
#
################################################
def ISO8601ToTime(strISOTime):
K1 = 0
K2 = 9999999999
K3 = 0
counter = 0
while counter < 95:
K3 = (K1 + K2) / 2
strK4 = TimeToISO8601(K3)
if strK4 < strISOTime:
K1 = K3
if strK4 > strISOTime:
K2 = K3
counter = counter + 1
return K3
################################################
#
# Takes a string of the time in ISO8601 (UTC) format,
# and returns a python DateTime object.
# Note: returned value is your local time zone.
#
################################################
def ISO8601ToDateTime(strISOTime):
return time.gmtime(ISO8601ToTime(strISOTime))
#To test:
Test = "2014-09-27T12:05:06.9876"
print ("The test value is: " + Test)
Ans = ISO8601ToTime(Test)
print ("The answer in seconds is: " + str(Ans))
print ("And a Python datetime object is: " + str(ISO8601ToDateTime(Test)))
I have a timestamp in epoch time with nanoseconds - e.g. 1360287003083988472 nanoseconds since 1970-01-01.
The Python datetime objects and conversion methods only support up to millisecond precision.
Is there an easy way to convert this epoch time into human-readable time?
First, convert it to a datetime object with second precision (floored, not rounded):
>>> from datetime import datetime
>>> dt = datetime.fromtimestamp(1360287003083988472 // 1000000000)
>>> dt
datetime.datetime(2013, 2, 7, 17, 30, 3)
Then to make it human-readable, use the strftime() method on the object you get back:
>>> s = dt.strftime('%Y-%m-%d %H:%M:%S')
>>> s
'2013-02-07 17:30:03'
Finally, add back in the nanosecond precision:
>>> s += '.' + str(int(1360287003083988472 % 1000000000)).zfill(9)
>>> s
'2013-02-07 17:30:03.083988472'
Actually, Python's datetime methods handle microsecond precision, not millisecond:
>>> nanos = 1360287003083988472
>>> secs = nanos / 1e9
>>> dt = datetime.datetime.fromtimestamp(secs)
>>> dt.strftime('%Y-%m-%dT%H:%M:%S.%f')
'2013-02-07T17:30:03.083988'
But if you actually need nanoseconds, that still doesn't help. Your best bet is to write your own wrapper:
def format_my_nanos(nanos):
dt = datetime.datetime.fromtimestamp(nanos / 1e9)
return '{}{:03.0f}'.format(dt.strftime('%Y-%m-%dT%H:%M:%S.%f'), nanos % 1e3)
This gives me:
'2013-02-07T17:30:03.083988472'
Of course you could have done the same thing even if Python didn't do sub-second precision at all…
def format_my_nanos(nanos):
dt = datetime.datetime.fromtimestamp(nanos / 1e9)
return '{}.{:09.0f}'.format(dt.strftime('%Y-%m-%dT%H:%M:%S'), nanos % 1e9)
I'm trying to use strftime() to microsecond precision, which seems possible using %f (as stated here). However when I try the following code:
import time
import strftime from time
print strftime("%H:%M:%S.%f")
...I get the hour, the minutes and the seconds, but %f prints as %f, with no sign of the microseconds. I'm running Python 2.6.5 on Ubuntu, so it should be fine and %f should be supported (it's supported for 2.6 and above, as far as I know.)
You can use datetime's strftime function to get this. The problem is that time's strftime accepts a timetuple that does not carry microsecond information.
from datetime import datetime
datetime.now().strftime("%H:%M:%S.%f")
Should do the trick!
You are looking at the wrong documentation. The time module has different documentation.
You can use the datetime module strftime like this:
>>> from datetime import datetime
>>>
>>> now = datetime.now()
>>> now.strftime("%H:%M:%S.%f")
'12:19:40.948000'
With Python's time module you can't get microseconds with %f.
For those who still want to go with time module only, here is a workaround:
now = time.time()
mlsec = repr(now).split('.')[1][:3]
print time.strftime("%Y-%m-%d %H:%M:%S.{} %Z".format(mlsec), time.localtime(now))
You should get something like 2017-01-16 16:42:34.625 EET (yes, I use milliseconds as it's fairly enough).
To break the code into details, paste the below code into a Python console:
import time
# Get current timestamp
now = time.time()
# Debug now
now
print now
type(now)
# Debug strf time
struct_now = time.localtime(now)
print struct_now
type(struct_now)
# Print nicely formatted date
print time.strftime("%Y-%m-%d %H:%M:%S %Z", struct_now)
# Get miliseconds
mlsec = repr(now).split('.')[1][:3]
print mlsec
# Get your required timestamp string
timestamp = time.strftime("%Y-%m-%d %H:%M:%S.{} %Z".format(mlsec), struct_now)
print timestamp
For clarification purposes, I also paste my Python 2.7.12 result here:
>>> import time
>>> # get current timestamp
... now = time.time()
>>> # debug now
... now
1484578293.519106
>>> print now
1484578293.52
>>> type(now)
<type 'float'>
>>> # debug strf time
... struct_now = time.localtime(now)
>>> print struct_now
time.struct_time(tm_year=2017, tm_mon=1, tm_mday=16, tm_hour=16, tm_min=51, tm_sec=33, tm_wday=0, tm_yday=16, tm_isdst=0)
>>> type(struct_now)
<type 'time.struct_time'>
>>> # print nicely formatted date
... print time.strftime("%Y-%m-%d %H:%M:%S %Z", struct_now)
2017-01-16 16:51:33 EET
>>> # get miliseconds
... mlsec = repr(now).split('.')[1][:3]
>>> print mlsec
519
>>> # get your required timestamp string
... timestamp = time.strftime("%Y-%m-%d %H:%M:%S.{} %Z".format(mlsec), struct_now)
>>> print timestamp
2017-01-16 16:51:33.519 EET
>>>
This should do the work
import datetime
datetime.datetime.now().strftime("%H:%M:%S.%f")
It will print
HH:MM:SS.microseconds like this e.g 14:38:19.425961
You can also get microsecond precision from the time module using its time() function.
(time.time() returns the time in seconds since epoch. Its fractional part is the time in microseconds, which is what you want.)
>>> from time import time
>>> time()
... 1310554308.287459 # the fractional part is what you want.
# comparision with strftime -
>>> from datetime import datetime
>>> from time import time
>>> datetime.now().strftime("%f"), time()
... ('287389', 1310554310.287459)
When the "%f" for micro seconds isn't working, please use the following method:
import datetime
def getTimeStamp():
dt = datetime.datetime.now()
return dt.strftime("%Y%j%H%M%S") + str(dt.microsecond)
If you want an integer, try this code:
import datetime
print(datetime.datetime.now().strftime("%s%f")[:13])
Output:
1545474382803
If you want speed, try this:
def _timestamp(prec=0):
t = time.time()
s = time.strftime("%H:%M:%S", time.localtime(t))
if prec > 0:
s += ("%.9f" % (t % 1,))[1:2+prec]
return s
Where prec is precision -- how many decimal places you want.
Please note that the function does not have issues with leading zeros in fractional part like some other solutions presented here.