Ceil a datetime to next quarter of an hour

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花落未央
花落未央 2020-12-03 07:38

Let\'s imagine this datetime

>>> import datetime
>>> dt = datetime.datetime(2012, 10, 25, 17, 32, 16)

I\'d l

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  • 2020-12-03 08:00

    @Mark Dickinson suggested the best formula so far:

    def ceil_dt(dt, delta):
        return dt + (datetime.min - dt) % delta
    

    In Python 3, for an arbitrary time delta (not just 15 minutes):

    #!/usr/bin/env python3
    import math
    from datetime import datetime, timedelta
    
    def ceil_dt(dt, delta):
        return datetime.min + math.ceil((dt - datetime.min) / delta) * delta
    
    print(ceil_dt(datetime(2012, 10, 25, 17, 32, 16), timedelta(minutes=15)))
    # -> 2012-10-25 17:45:00
    

    To avoid intermediate floats, divmod() could be used:

    def ceil_dt(dt, delta):
        q, r = divmod(dt - datetime.min, delta)
        return (datetime.min + (q + 1)*delta) if r else dt
    

    Example:

    >>> ceil_dt(datetime(2012, 10, 25, 17, 32, 16), timedelta(minutes=15))
    datetime.datetime(2012, 10, 25, 17, 45)
    >>> ceil_dt(datetime.min, datetime.resolution) 
    datetime.datetime(1, 1, 1, 0, 0)
    >>> ceil_dt(datetime.min, 2*datetime.resolution)
    datetime.datetime(1, 1, 1, 0, 0)
    >>> ceil_dt(datetime.max, datetime.resolution)
    datetime.datetime(9999, 12, 31, 23, 59, 59, 999999)
    >>> ceil_dt(datetime.max, 2*datetime.resolution)
    Traceback (most recent call last):
      File "<stdin>", line 1, in <module>
      File "<stdin>", line 3, in ceil_dt
    OverflowError: date value out of range
    >>> ceil_dt(datetime.min+datetime.resolution, datetime.resolution)
    datetime.datetime(1, 1, 1, 0, 0, 0, 1)
    >>> ceil_dt(datetime.min+datetime.resolution, 2*datetime.resolution)
    datetime.datetime(1, 1, 1, 0, 0, 0, 2)
    >>> ceil_dt(datetime.max-datetime.resolution, datetime.resolution)
    datetime.datetime(9999, 12, 31, 23, 59, 59, 999998)
    >>> ceil_dt(datetime.max-datetime.resolution, 2*datetime.resolution)
    datetime.datetime(9999, 12, 31, 23, 59, 59, 999998)
    >>> ceil_dt(datetime.max-2*datetime.resolution, datetime.resolution)
    datetime.datetime(9999, 12, 31, 23, 59, 59, 999997)
    >>> ceil_dt(datetime.max-2*datetime.resolution, 2*datetime.resolution)
    datetime.datetime(9999, 12, 31, 23, 59, 59, 999998)
    >>> ceil_dt(datetime.max-timedelta(1), datetime.resolution)
    datetime.datetime(9999, 12, 30, 23, 59, 59, 999999)
    >>> ceil_dt(datetime.max-timedelta(1), 2*datetime.resolution)
    datetime.datetime(9999, 12, 31, 0, 0)
    >>> ceil_dt(datetime.min, datetime.max-datetime.min)
    datetime.datetime(1, 1, 1, 0, 0)
    >>> ceil_dt(datetime.max, datetime.max-datetime.min)
    datetime.datetime(9999, 12, 31, 23, 59, 59, 999999)
    
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  • 2020-12-03 08:00
    def ceil(dt):
        if dt.minute % 15 or dt.second:
            return dt + datetime.timedelta(minutes = 15 - dt.minute % 15,
                                           seconds = -(dt.second % 60))
        else:
            return dt
    

    This gives you:

    >>> ceil(datetime.datetime(2012,10,25, 17,45))
    datetime.datetime(2012, 10, 25, 17, 45)
    >>> ceil(datetime.datetime(2012,10,25, 17,45,1))
    datetime.datetime(2012, 10, 25, 18, 0)
    >>> ceil(datetime.datetime(2012,12,31,23,59,0))
    datetime.datetime(2013,1,1,0,0)
    
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  • 2020-12-03 08:07

    This one takes microseconds into account!

    import math
    
    def ceil_dt(dt):
        # how many secs have passed this hour
        nsecs = dt.minute*60 + dt.second + dt.microsecond*1e-6  
        # number of seconds to next quarter hour mark
        # Non-analytic (brute force is fun) way:  
        #   delta = next(x for x in xrange(0,3601,900) if x>=nsecs) - nsecs
        # analytic way:
        delta = math.ceil(nsecs / 900) * 900 - nsecs
        #time + number of seconds to quarter hour mark.
        return dt + datetime.timedelta(seconds=delta)
    
    t1 = datetime.datetime(2017, 3, 6, 7, 0)
    assert ceil_dt(t1) == t1
    
    t2 = datetime.datetime(2017, 3, 6, 7, 1)
    assert ceil_dt(t2) == datetime.datetime(2017, 3, 6, 7, 15)
    
    t3 = datetime.datetime(2017, 3, 6, 7, 15)
    assert ceil_dt(t3) == t3
    
    t4 = datetime.datetime(2017, 3, 6, 7, 16)
    assert ceil_dt(t4) == datetime.datetime(2017, 3, 6, 7, 30)
    
    t5 = datetime.datetime(2017, 3, 6, 7, 30)
    assert ceil_dt(t5) == t5
    
    t6 = datetime.datetime(2017, 3, 6, 7, 31)
    assert ceil_dt(t6) == datetime.datetime(2017, 3, 6, 7, 45)
    
    t7 = datetime.datetime(2017, 3, 6, 7, 45)
    assert ceil_dt(t7) == t7
    
    t8 = datetime.datetime(2017, 3, 6, 7, 46)
    assert ceil_dt(t8) == datetime.datetime(2017, 3, 6, 8, 0)
    

    Explanation of delta:

    • 900 seconds is 15 minutes (a quarter of an hour sans leap seconds which I don't think datetime handles...)
    • nsecs / 900 is the number of quarter hour chunks that have transpired. Taking the ceil of this rounds up the number of quarter hour chunks.
    • Multiply the number of quarter hour chunks by 900 to figure out how many seconds have transpired in since the start of the hour after "rounding".
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  • 2020-12-03 08:15

    Here is my code working with any periods:

    def floorDT(dt, secperiod):
        tstmp = dt.timestamp()
        return datetime.datetime.fromtimestamp(
            math.floor(tstmp/secperiod)*secperiod).astimezone().astimezone(datetime.timezone.utc)
    
    
    def ceilDT(dt, secperiod):
        tstmp = dt.timestamp()
        return datetime.datetime.fromtimestamp(
            math.ceil(tstmp/secperiod)*secperiod).astimezone().astimezone(datetime.timezone.utc)
    

    Note: we must use astimezone().astimezone() trick else it uses local timezone during converting from timestamp

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  • 2020-12-03 08:15

    The formula proposed here by @Mark Dickinson worked beautifully, but I needed a solution that also handled timezones and Daylight Savings Time (DST).

    Using pytz, I arrived at:

    import pytz
    from datetime import datetime, timedelta
    
    def datetime_ceiling(dt, delta):
        # Preserve original timezone info
        original_tz = dt.tzinfo
        if original_tz:
            # If the original was timezone aware, translate to UTC.
            # This is necessary because datetime math does not take
            # DST into account, so first we normalize the datetime...
            dt = dt.astimezone(pytz.UTC)
            # ... and then make it timezone naive
            dt = dt.replace(tzinfo=None)
        # We only do math on a timezone naive object, which allows
        # us to pass naive objects directly to the function
        dt = dt + ((datetime.min - dt) % delta)
        if original_tz:
            # If the original was tz aware, we make the result aware...
            dt = pytz.UTC.localize(dt)
            # ... then translate it from UTC back its original tz.
            # This translation applies appropriate DST status.
            dt = dt.astimezone(original_tz)
        return dt
    

    A nearly identical floor function can be made by changing one line of code:

    def datetime_floor(dt, delta):
        ...
        dt = dt - ((datetime.min - dt) % delta)
        ...
    

    The following datetime is three minutes before the transition from DST back to Standard Time (STD):

    datetime.datetime(2020, 11, 1, 1, 57, tzinfo=<DstTzInfo 'US/Eastern' EDT-1 day, 20:00:00 DST>)
    

    Assuming the above as dt, we can round down to the nearest five minute increment using our floor function:

    >>> datetime_floor(dt, timedelta(minutes=5))
    datetime.datetime(2020, 11, 1, 1, 55, tzinfo=<DstTzInfo 'US/Eastern' EDT-1 day, 20:00:00 DST>)
    

    The timezone and relationship to DST is preserved. (The same would be true for the ceiling function.)

    On this date DST will end at 2 am, at which point the time will "roll back" to 1am STD. If we use our ceiling function to round up from 1:57am DST, we should not end up at 2am DST, but rather at 1:00am STD, which is the result we get:

    >>> datetime_ceiling(dt, timedelta(minutes=5))
    datetime.datetime(2020, 11, 1, 1, 0, tzinfo=<DstTzInfo 'US/Eastern' EST-1 day, 19:00:00 STD>)
    
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  • 2020-12-03 08:21

    You just need to calculate correct minutes and add them in datetime object after setting minutes, seconds to zero

    import datetime
    
    def quarter_datetime(dt):
        minute = (dt.minute//15+1)*15
        return dt.replace(minute=0, second=0)+datetime.timedelta(minutes=minute)
    
    for minute in [12, 22, 35, 52]:
        print quarter_datetime(datetime.datetime(2012, 10, 25, 17, minute, 16))
    

    It works for all cases:

    2012-10-25 17:15:00
    2012-10-25 17:30:00
    2012-10-25 17:45:00
    2012-10-25 18:00:00
    
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