Equal of .apply from Pandas to PySpark - python

I have the following dataframe on pyspark
+--------------------+-----+
| activity| diff|
+--------------------+-----+
| Ajustar nómina|33339|
|Generar archivo p...| 1383|
|Generar archivo p...| 269|
|Contabilizar Nomi...| 561|
and the following function I have made
def to_date(seconds=0):
'''
:param seconds:
:return:
'''
dat = ''
if seconds == 0:
return '0 s'
if (seconds / 2678400) >= 1:
month = round((seconds/2678400), 1)
# seconds = (seconds - 2678400 * int(seconds / 2678400))
if month > 1:
return f'{month} months'
else:
return f'{month} month'
if (seconds / 86400) >= 1:
day = round((seconds / 86400), 1)
# seconds = (seconds - 86400 * int(seconds / 86400))
if day > 1:
return f'{day} days'
else:
return f'{day} day'
if (seconds / 3600) >= 1:
hour = round((seconds / 3600), 1)
# seconds = (seconds - 3600 * int(seconds / 3600))
return f'{hour} hr'
if (seconds / 60) >= 1:
minutes = (int(seconds / 60))
return f'{minutes} min'
else:
seconds = int(seconds)
return f'{seconds} s'
return dat
I would like to know if there is an equal to df.apply(to_date) on PySpark, I would like to achieve applying the function to_date on each row of the PySpark Dataframe df.
Thank you!

Answering my own question I understood how to do it:
udf_to_date = F.udf(to_date, StringType())
df = df.withColumn("mean_2", udf_to_date("diff"))
If anyone knows a better solution I'm open to recieve them, Thank you!

Related

Calculation of business working hour in python

I would like to write a function that calculate working business hours in python, to do that I don't like to define a class and use python ready function to calculate.
I tried with following code but the code is not working well. I need to modify the code and change it for the hour instead of minutes too.
Do you have any suggestion?
def getminutes(datetime1,datetime2,worktiming=[9, 17]):
day_hours = (worktiming[1]-worktiming[0])
day_minutes = day_hours * 60 # minutes in a work day
weekends=[6, 7]
# Set initial default variables
dt_start = datetime1.datetime # datetime of start
dt_end = datetime2.datetime # datetime of end
worktime_in_seconds = 0
if dt_start.date() == dt_end.date():
# starts and ends on same workday
full_days = 0
if dt_start in [6, 7]:
return 0
else:
if dt_start.hour < worktiming[0]:
# set start time to opening hour
dt_start = datetime.datetime(
year=dt_start.year,
month=dt_start.month,
day=dt_start.day,
hour=worktiming[0],
minute=0)
if dt_start.hour >= worktiming[1] or \
dt_end.hour < worktiming[0]:
return 0
if dt_end.hour >= worktiming[1]:
dt_end = datetime.datetime(
year=dt_end.year,
month=dt_end.month,
day=dt_end.day,
hour=worktiming[1],
minute=0)
worktime_in_seconds = (dt_end-dt_start).total_seconds()
elif (dt_end-dt_start).days < 0:
# ends before start
return 0
else:
# start and ends on different days
current_day = dt_start # marker for counting workdays
while not current_day.date() == dt_end.date():
if not is_weekend(current_day):
if current_day == dt_start:
# increment hours of first day
if current_day.hour < worktiming[0]:
# starts before the work day
worktime_in_seconds += day_minutes*60 # add 1 full work day
elif current_day.hour >= worktiming[1]:
pass # no time on first day
else:
# starts during the working day
dt_currentday_close = datetime.datetime(
year=dt_start.year,
month=dt_start.month,
day=dt_start.day,
hour= worktiming[1],
minute=0)
worktime_in_seconds += (dt_currentday_close
- dt_start).total_seconds()
else:
# increment one full day
worktime_in_seconds += day_minutes*60
current_day += datetime.timedelta(days=1) # next day
# Time on the last day
if not is_weekend(dt_end):
if dt_end.hour >= worktiming[1]: # finish after close
# Add a full day
worktime_in_seconds += day_minutes*60
elif dt_end.hour < worktiming[0]: # close before opening
pass # no time added
else:
# Add time since opening
dt_end_open = datetime.datetime(
year=dt_end.year,
month=dt_end.month,
day=dt_end.day,
hour=worktiming[0],
minute=0)
worktime_in_seconds += (dt_end-dt_end_open).total_seconds()
return int(worktime_in_seconds / 60)
How can I modify the code that works with the following input ?
getminutes(2019-12-02 09:30:00,2019-12-07 12:15:00,worktiming=[9, 17])
You can use pd.bdate_range(datetime1, datetime2) to compute the number of working days. When converting worktiming to a pandas datetime, it is easy to compute the difference (in seconds) between the two datetimes:
import pandas as pd
datetime1 = "2019-12-02 09:30:00"
datetime2 = "2019-12-07 12:15:00"
def getminutes(datetime1, datetime2, worktiming=[9, 17]):
d1 = pd.to_datetime(datetime1)
d2 = pd.to_datetime(datetime2)
wd = pd.bdate_range(d1, d2) # working days
day_hours = (worktiming[1] - worktiming[0])
day_minutes = day_hours * 60 # minutes in a work day
day_seconds = day_minutes * 60 # seconds in a work day
full_days = len(wd)
day1 = datetime1[:10]
day2 = datetime2[:10]
dt1 = pd.to_datetime(day1 + " " + str(worktiming[0]) + ":00")
dt2 = pd.to_datetime(day2 + " " + str(worktiming[1]) + ":00")
ex1, ex2 = 0, 0
if day1 in wd:
ex1 = max(pd.Timedelta(d1 - dt1).seconds, 0)
if day2 in wd:
ex2 = max(pd.Timedelta(dt2 - d2).seconds, 0)
total_seconds = full_days * day_seconds - ex1 - ex2
total_minutes = total_seconds / 60
total_hours = total_minutes / 60
return int(total_minutes)
print(getminutes(datetime1, datetime2))
Output: 2370

Python Timer Cooldown Example

I'm looking for a cooldown timer for python, basically just to print days,hours,minutes,seconds left from a certain date.
Thanks very much!
You can get the counter with the help of time delta function.
import datetime
import time
future_date = datetime.datetime.now()+ datetime.timedelta(seconds=3)
while True:
curr_date = datetime.datetime.now()
rem_time = future_date - curr_date
total_seconds = int(rem_time.total_seconds())
if total_seconds > 0:
days, h_remainder = divmod(total_seconds, 86400)
hours, remainder = divmod(h_remainder, 3600)
minutes, seconds = divmod(remainder, 60)
print("Time Left: {} days, {} hours, {} minutes, {} seconds".format(days, hours, minutes, seconds))
time.sleep(1)
else:
break
sample output will be:
Time Left: 0 days, 0 hours, 0 minutes, 2 seconds
Time Left: 0 days, 0 hours, 0 minutes, 1 seconds
Try this. The module datetime is preinstalled on Python, I believe.
import datetime
while True:
print("\033[H\033[J")
present = datetime.datetime.now()
future = datetime.datetime(2022, 3, 31, 8, 0, 0)
difference = future - present
print(difference)
The format for datetime's future is: year, month, day, hour, minute, second.
Or, if you'd like to have user input:
import datetime
year = int(input('Enter the year of the end date: '))
month = int(input('Enter the month of the end date: '))
day = int(input('Enter the day of the end date: '))
hour = int(input('Enter the hour of the end date: '))
minute = int(input('Enter the minute of the end date: '))
second = int(input('Enter the second of the end date (a little tricky): '))
future = datetime.datetime(year, month, day, hour, minute, second)
while True:
print("\033[H\033[J")
present = datetime.datetime.now()
difference = future - present
if present >= future:
break
print(difference)
print('Time reached!')
You can use the seconds from a timedelta from subtracting two dates to calculate the days, hours, minutes and seconds like this:
from datetime import datetime
import time
totalSecs = 1 #So the while loop doesn't stop immidiately
while totalSecs > 0:
startDate = datetime.now() #Can be any date
endDate = datetime(2021, 12, 25)
delta = endDate - startDate
totalSecs = delta.total_seconds()
days = divmod(totalSecs, 86400)
hrs = divmod(days[1], 3600)
mins = divmod(hrs[1], 60)
seconds = divmod(mins[1], 1)
print("{:02d}:{:02d}:{:02d}:{:02d}".format(int(days[0]), int(hrs[0]), int(mins[0]), int(seconds[0]))) #Zero pad all the numbers
time.sleep(1) #Print every second.
Thank you all for your replies, i've done a mistake when i made the post. Is not from a date. Is a countdown in day,hours,minutes,seconds from a certain amount of seconds. Let's say i've got 31104000 seconds and i want to print how many days,hours,minutes,seconds left from that amount of seconds.
The code i've got now is a bit trivial and i can't print seconds in realtime.
def SecondToDHM(time):
if time < 60:
return "%.2f %s" % (time, SECOND)
second = int(time % 60)
minute = int((time / 60) % 60)
hour = int((time / 60) / 60) % 24
day = int(int((time / 60) / 60) / 24)
text = ""
if day > 0:
text += str(day) + DAY
text += " "
if hour > 0:
text += str(hour) + HOUR
text += " "
if minute > 0:
text += str(minute) + MINUTE
text += " "
if second > 0:
text += str(second) + SECOND
return text
import datetime
a = datetime.datetime.now()
"%s:%s.%s" % (a.minute, a.second, str(a.microsecond))

Converting fractional days to H:M:S.MS - Two examples

Of the two methods of calculating a fractional day to local time, which one would you consider the best way and why?
Edit: 'Fractional day' means here the decimal part of a Julian day jd: jd - (math.floor(jd - 0.5) + 0.5) (this is because 0:00:00 is at jd.5)
#classmethod
def fromfractional(cls, frac, **kwargs):
changed = False
f = lambda x: decimal.dec(floor(x))
if not isinstance(frac, decimal.Decimal):
frac = decimal.dec(frac)
hours = decimal.dec(D24 * (frac - f(frac)))
if hours < 1:
hours += 1 # Or else microseconds won't be calculated correctly
changed = True
minutes = decimal.dec(D60 * (hours - f(hours)))
seconds = decimal.dec(D60 * (minutes - f(minutes)))
ms = decimal.dec(DKS * (seconds - f(seconds)))
if changed:
hours -= 1
return int(hours), int(minutes), int(seconds), int(ms)
#classmethod
def fromfractional2(cls, x):
d = lambda x: decimal.Decimal(str(x))
total = d(x) * d(86400000000000)
hours = (total - (total % d(3600000000000))) / d(3600000000000)
total = total % d(3600000000000)
minutes = (total - (total % d(60000000000))) / d(60000000000)
total = total % d(60000000000)
seconds = (total - (total % d(1000000000))) / d(1000000000)
total = total % d(1000000000)
ms = (total - (total % d(1000000))) / d(1000000)
total = total % d(1000000)
mics = (total - (total % d(1000))) / d(1000)
return int(hours), int(minutes), int(seconds), int(ms)
D24 = decimal.Decimal('24')
DMS = decimal.Decimal('86400000.0')
D60 = decimal.Decimal('60')
D3600 = decimal.Decimal('3600')
D1440=decimal.Decimal('1400')
DKS=decimal.Decimal('1000')
DTS=decimal.Decimal('86400')
I think you are trying to get from something like:
1.2256 days
To:
1 day, 5 hours, 24 minutes, 51 seconds
but with microseconds, too?
Here's how I generated the above response:
def nice_repr(timedelta, display="long"):
"""
Turns a datetime.timedelta object into a nice string repr.
display can be "minimal", "short" or "long" [default].
>>> from datetime import timedelta as td
>>> nice_repr(td(days=1, hours=2, minutes=3, seconds=4))
'1 day, 2 hours, 3 minutes, 4 seconds'
>>> nice_repr(td(days=1, seconds=1), "minimal")
'1d, 1s'
"""
assert isinstance(timedelta, datetime.timedelta), "First argument must be a timedelta."
result = ""
weeks = timedelta.days / 7
days = timedelta.days % 7
hours = timedelta.seconds / 3600
minutes = (timedelta.seconds % 3600) / 60
seconds = timedelta.seconds % 60
if display == 'minimal':
words = ["w", "d", "h", "m", "s"]
elif display == 'short':
words = [" wks", " days", " hrs", " min", " sec"]
else:
words = [" weeks", " days", " hours", " minutes", " seconds"]
values = [weeks, days, hours, minutes, seconds]
for i in range(len(values)):
if values[i]:
if values[i] == 1 and len(words[i]) > 1:
result += "%i%s, " % (values[i], words[i].rstrip('s'))
else:
result += "%i%s, " % (values[i], words[i])
return result[:-2]

Python summing up time

In python how do I sum up the following time?
0:00:00
0:00:15
9:30:56
It depends on the form you have these times in, for example if you already have them as datetime.timedeltas, then you could just sum them up:
>>> s = datetime.timedelta(seconds=0) + datetime.timedelta(seconds=15) + datetime.timedelta(hours=9, minutes=30, seconds=56)
>>> str(s)
'9:31:11'
Using timedeltas (tested in Python 3.9):
import datetime
timeList = ['0:00:00', '0:00:15', '9:30:56']
mysum = datetime.timedelta()
for i in timeList:
(h, m, s) = i.split(':')
d = datetime.timedelta(hours=int(h), minutes=int(m), seconds=int(s))
mysum += d
print(str(mysum))
Result:
9:31:11
As a list of strings?
timeList = [ '0:00:00', '0:00:15', '9:30:56' ]
totalSecs = 0
for tm in timeList:
timeParts = [int(s) for s in tm.split(':')]
totalSecs += (timeParts[0] * 60 + timeParts[1]) * 60 + timeParts[2]
totalSecs, sec = divmod(totalSecs, 60)
hr, min = divmod(totalSecs, 60)
print "%d:%02d:%02d" % (hr, min, sec)
Result:
9:31:11
I'm really disappointed if there is not any more pythonic solution... :(
Horrible one ->
timeList = [ '0:00:00', '0:00:15', '9:30:56' ]
ttt = [map(int,i.split()[-1].split(':')) for i in timeList]
seconds=reduce(lambda x,y:x+y[0]*3600+y[1]*60+y[2],ttt,0)
#seconds == 34271
This one looks horrible too ->
zero_time = datetime.datetime.strptime('0:0:0', '%H:%M:%S')
ttt=[datetime.datetime.strptime(i, '%H:%M:%S')-zero_time for i in timeList]
delta=sum(ttt,zero_time)-zero_time
# delta==datetime.timedelta(0, 34271)
# str(delta)=='9:31:11' # this seems good, but
# if we have more than 1 day we get for example str(delta)=='1 day, 1:05:22'
Really frustrating is also this ->
sum(ttt,zero_time).strftime('%H:%M:%S') # it is only "modulo" 24 :(
I really like to see one-liner so, I tried to make one in python3 :P (good result but horrible look)
import functools
timeList = ['0:00:00','0:00:15','9:30:56','21:00:00'] # notice additional 21 hours!
sum_fnc=lambda ttt:(lambda a:'%02d:%02d:%02d' % (divmod(divmod(a,60)[0],60)+(divmod(a,60)[1],)))((lambda a:functools.reduce(lambda x,y:x+y[0]*3600+y[1]*60+y[2],a,0))((lambda a:[list(map(int,i.split()[-1].split(':'))) for i in a])(ttt)))
# sum_fnc(timeList) -> '30:40:11'
lines = ["0:00:00", "0:00:15", "9:30:56"]
total = 0
for line in lines:
h, m, s = map(int, line.split(":"))
total += 3600*h + 60*m + s
print "%02d:%02d:%02d" % (total / 3600, total / 60 % 60, total % 60)
Assuming you want to add up the seconds for a total time:
def parse_time(s):
hour, min, sec = s.split(':')
try:
hour = int(hour)
min = int(min)
sec = int(sec)
except ValueError:
# handle errors here, but this isn't a bad default to ignore errors
return 0
return hour * 60 * 60 + min * 60 + sec
print parse_time('0:00:00') + parse_time('0:00:15') + parse_time('9:30:56')
from datetime import timedelta
h = ['3:00:00','1:07:00', '4:00:00', '4:05:00', '4:10:00', '4:03:00']
def to_td(h):
ho, mi, se = h.split(':')
return timedelta(hours=int(ho), minutes=int(mi), seconds=int(se))
print(str(sum(map(to_td, h), timedelta())))
# Out[31]: 20:25:00
Naive approach (without exception handling):
#!/usr/bin/env python
def sumup(*times):
cumulative = 0
for t in times:
hours, minutes, seconds = t.split(":")
cumulative += 3600 * int(hours) + 60 * int(minutes) + int(seconds)
return cumulative
def hms(seconds):
"""Turn seconds into hh:mm:ss"""
hours = seconds / 3600
seconds -= 3600*hours
minutes = seconds / 60
seconds -= 60*minutes
return "%02d:%02d:%02d" % (hours, minutes, seconds)
if __name__ == '__main__':
print hms(sumup(*("0:00:00", "0:00:15", "9:30:56")))
# will print: 09:31:11
Bellow is a solution using list comprehension:
from datetime import timedelta
def time_sum(time: List[str]) -> timedelta:
"""
Calculates time from list of time hh:mm:ss format
"""
return sum(
[
timedelta(hours=int(ms[0]), minutes=int(ms[1]), seconds=int(ms[2]))
for t in time
for ms in [t.split(":")]
],
timedelta(),
)
Example:
time_list = ["0:00:00", "0:00:15", "9:30:56"]
total = time_sum(time_list)
print(f"Total time: {total}")

User-friendly time format in Python?

Python: I need to show file modification times in the "1 day ago", "two hours ago", format.
Is there something ready to do that? It should be in English.
The code was originally published on a blog post "Python Pretty Date function" (http://evaisse.com/post/93417709/python-pretty-date-function)
It is reproduced here as the blog account has been suspended and the page is no longer available.
def pretty_date(time=False):
"""
Get a datetime object or a int() Epoch timestamp and return a
pretty string like 'an hour ago', 'Yesterday', '3 months ago',
'just now', etc
"""
from datetime import datetime
now = datetime.now()
if type(time) is int:
diff = now - datetime.fromtimestamp(time)
elif isinstance(time, datetime):
diff = now - time
elif not time:
diff = 0
second_diff = diff.seconds
day_diff = diff.days
if day_diff < 0:
return ''
if day_diff == 0:
if second_diff < 10:
return "just now"
if second_diff < 60:
return str(second_diff) + " seconds ago"
if second_diff < 120:
return "a minute ago"
if second_diff < 3600:
return str(second_diff // 60) + " minutes ago"
if second_diff < 7200:
return "an hour ago"
if second_diff < 86400:
return str(second_diff // 3600) + " hours ago"
if day_diff == 1:
return "Yesterday"
if day_diff < 7:
return str(day_diff) + " days ago"
if day_diff < 31:
return str(day_diff // 7) + " weeks ago"
if day_diff < 365:
return str(day_diff // 30) + " months ago"
return str(day_diff // 365) + " years ago"
If you happen to be using Django, then new in version 1.4 is the naturaltime template filter.
To use it, first add 'django.contrib.humanize' to your INSTALLED_APPS setting in settings.py, and {% load humanize %} into the template you're using the filter in.
Then, in your template, if you have a datetime variable my_date, you can print its distance from the present by using {{ my_date|naturaltime }}, which will be rendered as something like 4 minutes ago.
Other new things in Django 1.4.
Documentation for naturaltime and other filters in the django.contrib.humanize set.
In looking for the same thing with the additional requirement that it handle future dates, I found this:
http://pypi.python.org/pypi/py-pretty/1
Example code (from site):
from datetime import datetime, timedelta
now = datetime.now()
hrago = now - timedelta(hours=1)
yesterday = now - timedelta(days=1)
tomorrow = now + timedelta(days=1)
dayafter = now + timedelta(days=2)
import pretty
print pretty.date(now) # 'now'
print pretty.date(hrago) # 'an hour ago'
print pretty.date(hrago, short=True) # '1h ago'
print pretty.date(hrago, asdays=True) # 'today'
print pretty.date(yesterday, short=True) # 'yest'
print pretty.date(tomorrow) # 'tomorrow'
You can also do that with arrow package
From github page:
>>> import arrow
>>> utc = arrow.utcnow()
>>> utc = utc.shift(hours=-1)
>>> utc.humanize()
'an hour ago'
There is humanize package:
>>> from datetime import datetime, timedelta
>>> import humanize # $ pip install humanize
>>> humanize.naturaltime(datetime.now() - timedelta(days=1))
'a day ago'
>>> humanize.naturaltime(datetime.now() - timedelta(hours=2))
'2 hours ago'
It supports localization l10n, internationalization i18n:
>>> _ = humanize.i18n.activate('ru_RU')
>>> print humanize.naturaltime(datetime.now() - timedelta(days=1))
день назад
>>> print humanize.naturaltime(datetime.now() - timedelta(hours=2))
2 часа назад
The answer Jed Smith linked to is good, and I used it for a year or so, but I think it could be improved in a few ways:
It's nice to be able to define each time unit in terms of the preceding unit, instead of having "magic" constants like 3600, 86400, etc. sprinkled throughout the code.
After much use, I find I don't want to go to the next unit quite so eagerly. Example: both 7 days and 13 days will show as "1 week"; I'd rather see "7 days" or "13 days" instead.
Here's what I came up with:
def PrettyRelativeTime(time_diff_secs):
# Each tuple in the sequence gives the name of a unit, and the number of
# previous units which go into it.
weeks_per_month = 365.242 / 12 / 7
intervals = [('minute', 60), ('hour', 60), ('day', 24), ('week', 7),
('month', weeks_per_month), ('year', 12)]
unit, number = 'second', abs(time_diff_secs)
for new_unit, ratio in intervals:
new_number = float(number) / ratio
# If the new number is too small, don't go to the next unit.
if new_number < 2:
break
unit, number = new_unit, new_number
shown_num = int(number)
return '{} {}'.format(shown_num, unit + ('' if shown_num == 1 else 's'))
Notice how every tuple in intervals is easy to interpret and check: a 'minute' is 60 seconds; an 'hour' is 60 minutes; etc. The only fudge is setting weeks_per_month to its average value; given the application, that should be fine. (And note that it's clear at a glance that the last three constants multiply out to 365.242, the number of days per year.)
One downside to my function is that it doesn't do anything outside the "## units" pattern: "Yesterday", "just now", etc. are right out. Then again, the original poster didn't ask for these fancy terms, so I prefer my function for its succinctness and the readability of its numerical constants. :)
The ago package provides this. Call human on a datetime object to get a human readable description of the difference.
from ago import human
from datetime import datetime
from datetime import timedelta
ts = datetime.now() - timedelta(days=1, hours=5)
print(human(ts))
# 1 day, 5 hours ago
print(human(ts, precision=1))
# 1 day ago
Using datetime objects with tzinfo:
def time_elapsed(etime):
# need to add tzinfo to datetime.utcnow
now = datetime.utcnow().replace(tzinfo=etime.tzinfo)
opened_for = (now - etime).total_seconds()
names = ["seconds","minutes","hours","days","weeks","months"]
modulos = [ 1,60,3600,3600*24,3600*24*7,3660*24*30]
values = []
for m in modulos[::-1]:
values.append(int(opened_for / m))
opened_for -= values[-1]*m
pretty = []
for i,nm in enumerate(names[::-1]):
if values[i]!=0:
pretty.append("%i %s" % (values[i],nm))
return " ".join(pretty)
I have written a detailed blog post for the solution on http://sunilarora.org/17329071
I am posting a quick snippet here as well.
from datetime import datetime
from dateutil.relativedelta import relativedelta
def get_fancy_time(d, display_full_version = False):
"""Returns a user friendly date format
d: some datetime instace in the past
display_second_unit: True/False
"""
#some helpers lambda's
plural = lambda x: 's' if x > 1 else ''
singular = lambda x: x[:-1]
#convert pluran (years) --> to singular (year)
display_unit = lambda unit, name: '%s %s%s'%(unit, name, plural(unit)) if unit > 0 else ''
#time units we are interested in descending order of significance
tm_units = ['years', 'months', 'days', 'hours', 'minutes', 'seconds']
rdelta = relativedelta(datetime.utcnow(), d) #capture the date difference
for idx, tm_unit in enumerate(tm_units):
first_unit_val = getattr(rdelta, tm_unit)
if first_unit_val > 0:
primary_unit = display_unit(first_unit_val, singular(tm_unit))
if display_full_version and idx < len(tm_units)-1:
next_unit = tm_units[idx + 1]
second_unit_val = getattr(rdelta, next_unit)
if second_unit_val > 0:
secondary_unit = display_unit(second_unit_val, singular(next_unit))
return primary_unit + ', ' + secondary_unit
return primary_unit
return None
DAY_INCREMENTS = [
[365, "year"],
[30, "month"],
[7, "week"],
[1, "day"],
]
SECOND_INCREMENTS = [
[3600, "hour"],
[60, "minute"],
[1, "second"],
]
def time_ago(dt):
diff = datetime.now() - dt # use timezone.now() or equivalent if `dt` is timezone aware
if diff.days < 0:
return "in the future?!?"
for increment, label in DAY_INCREMENTS:
if diff.days >= increment:
increment_diff = int(diff.days / increment)
return str(increment_diff) + " " + label + plural(increment_diff) + " ago"
for increment, label in SECOND_INCREMENTS:
if diff.seconds >= increment:
increment_diff = int(diff.seconds / increment)
return str(increment_diff) + " " + label + plural(increment_diff) + " ago"
return "just now"
def plural(num):
if num != 1:
return "s"
return ""
This is the gist of #sunil 's post
>>> from datetime import datetime
>>> from dateutil.relativedelta import relativedelta
>>> then = datetime(2003, 9, 17, 20, 54, 47, 282310)
>>> relativedelta(then, datetime.now())
relativedelta(years=-11, months=-3, days=-9, hours=-18, minutes=-17, seconds=-8, microseconds=+912664)
You can download and install from below link. It should be more helpful for you. It has been providing user friendly message from second to year.
It's well tested.
https://github.com/nareshchaudhary37/timestamp_content
Below steps to install into your virtual env.
git clone https://github.com/nareshchaudhary37/timestamp_content
cd timestamp-content
python setup.py
Here is an updated answer based on Jed Smith's implementation that properly hands both offset-naive and offset-aware datetimes. You can also give a default timezones. Python 3.5+.
import datetime
def pretty_date(time=None, default_timezone=datetime.timezone.utc):
"""
Get a datetime object or a int() Epoch timestamp and return a
pretty string like 'an hour ago', 'Yesterday', '3 months ago',
'just now', etc
"""
# Assumes all timezone naive dates are UTC
if time.tzinfo is None or time.tzinfo.utcoffset(time) is None:
if default_timezone:
time = time.replace(tzinfo=default_timezone)
now = datetime.datetime.utcnow().replace(tzinfo=datetime.timezone.utc)
if type(time) is int:
diff = now - datetime.fromtimestamp(time)
elif isinstance(time, datetime.datetime):
diff = now - time
elif not time:
diff = now - now
second_diff = diff.seconds
day_diff = diff.days
if day_diff < 0:
return ''
if day_diff == 0:
if second_diff < 10:
return "just now"
if second_diff < 60:
return str(second_diff) + " seconds ago"
if second_diff < 120:
return "a minute ago"
if second_diff < 3600:
return str(second_diff / 60) + " minutes ago"
if second_diff < 7200:
return "an hour ago"
if second_diff < 86400:
return str(second_diff / 3600) + " hours ago"
if day_diff == 1:
return "Yesterday"
if day_diff < 7:
return str(day_diff) + " days ago"
if day_diff < 31:
return str(day_diff / 7) + " weeks ago"
if day_diff < 365:
return str(day_diff / 30) + " months ago"
return str(day_diff / 365) + " years ago"
I've been dragging and tweaking this code from programming language to programming language for so long, I don't remember where I originally got it from. It served me well in PHP, Java, and TypeScript, and now it's time for Python.
It handles past and future dates, as well as edge cases.
def unix_time() -> int:
return int(time.time())
def pretty_time(t: int, absolute=False) -> str:
if not type(t) is int:
return "N/A"
if t == 0:
return "Never"
now = unix_time()
if t == now:
return "Now"
periods = ["second", "minute", "hour", "day", "week", "month", "year", "decade"]
lengths = [60, 60, 24, 7, 4.35, 12, 10]
diff = now - t
if absolute:
suffix = ""
else:
if diff >= 0:
suffix = "ago"
else:
diff *= -1
suffix = "remaining"
i = 0
while diff >= lengths[i] and i < len(lengths) - 1:
diff /= lengths[i]
i += 1
diff = round(diff)
if diff > 1:
periods[i] += "s"
return "{0} {1} {2}".format(diff, periods[i], suffix)
def time_ago(self):
start_time = self.date # The start date
now_time = datetime.now()
difference = int((now_time - start_time).total_seconds())
second = [1, 'seconds']
minute = [60, 'minutes']
hour = [60 * minute[0], 'hours']
day = [24 * hour[0], 'days']
week = [7 * day[0], 'weeks']
month = [4 * week[0], 'months']
year = [12 * month[0], 'years']
times = [year, month, week, day, hour, minute, second]
for time in times:
if difference >= time[0]:
time_ago = int(difference / time[0])
if time_ago <= 1:
timeframe = time[1].rstrip('s')
else:
timeframe = time[1]
time_item = str(time_ago) + ' ' + timeframe
return time_item
return 'Date Error'

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