在python时间对象循环工作日

2024-09-27 04:23:16 发布

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我有一个司机旅行日记的数据集。对于每个行程,csv文件中都有相关的开始时间、结束时间和星期几。没有与旅行相关的日期。在

现在,我将数据放入python,其中每个开始时间和结束时间都附加了工作日,如下所示:

time.struct_time(tm_year=1900, tm_mon=1, tm_mday=1, tm_hour=23, 
                 tm_min=45, tm_sec=0, tm_wday=0, tm_yday=1, tm_isdst=-1)

print journey['BeginTime'][2].tm_wday, journey['BeginTime'][2].tm_hour

星期一返回0,小时返回23。在

有11000次这样的旅行,我想得到的是一份每周的汽车数量的简介,这些汽车是基于一天中的时间。在

这可以通过计算指定时间间隔内它们各自的['BeginTime']和['EndTime']间隔之间的行程数来推断。5分钟的间隔就足够了,因为数据最接近5分钟。在

有没有一种优雅的python方法可以做到这一点?比如:

^{pr2}$

Tags: 文件csv数据间隔time时间汽车tm
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1楼 · 发布于 2024-09-27 04:23:16

如果这有帮助,这里有个主意。。。在

from datetime import datetime, timedelta

# This does not check for crossing from Sunday to Monday
def convert_dt(start_dt, journey):
    begin_weekday, begin_hour, begin_minute = journey[0]
    end_weekday, end_hour, end_minute = journey[1]

    begin_dt = start_dt + timedelta(days=begin_weekday)
    begin_dt += timedelta(hours=begin_hour, minutes=begin_minute)

    end_dt = start_dt + timedelta(days=end_weekday)
    end_dt += timedelta(hours=end_hour,minutes=end_minute)
    return (begin_dt, end_dt)

def get_slot_journeys(start_dt, journeys):           
    next_dt = start_dt
    slot_count =  60/5 * 24 * 7
    slot_dict = {}

    journey_dts = []
    #convert journey begin and end to datetimes
    for index in range(len(journeys['begin_weekday'])):
        next_journey = [(journeys['begin_weekday'][index],
                         journeys['begin_hour'][index],
                         journeys['begin_minute'][index],),
                        (journeys['end_weekday'][index],
                         journeys['end_hour'][index],
                         journeys['end_minute'][index],)
                       ]
        journey_dts.append(convert_dt(start_dt, next_journey))

    for slot in range(slot_count):
        slot_dict[next_dt] = 0
        for journey_start, journey_end in journey_dts:
            if next_dt >= journey_start and next_dt <= journey_end:
                slot_dict[next_dt] = slot_dict[next_dt] + 1                    

        next_dt += timedelta(minutes=(5))

    return slot_dict

if __name__ == "__main__":
    start_dt = datetime(2012, 1, 2, 0, 0)    

    journeys = {'begin_weekday': [0, 0],
                'begin_hour': [14, 18],
                'begin_minute': [20, 30],
                'end_weekday': [0, 1],
                'end_hour': [19, 12],
                'end_minute': [15, 55],
               }
    slot_dict = get_slot_journeys(start_dt, journeys)       
    slot_keys = slot_dict.keys()
    slot_keys.sort()

    for key in slot_keys:
        if slot_dict[key]:    
            print key, slot_dict[key]

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