4.1 Advanced Python Scheduler

Key Points

  • Master Advanced Python Scheduler (APS)

Pre-Class Preparation

Installing Apscheduler

Enter the following command in cmd (Windows) or terminal (Mac):

pip install apscheduler

Course Content

What Is APScheduler

APScheduler is a Python-based job scheduling framework that is built on top of Quartz and offers all of its functionality while being extremely user-friendly. It allows for scheduling jobs based on specific dates, fixed time intervals, or CRON expressions, and it also supports job persistence. With these features, building a Python-based job scheduling system becomes a breeze.

from apscheduler.schedulers.blocking import BlockingScheduler

scheduler = BlockingScheduler()

scheduler.add_job(<Function name>, <Trigger>, The scheduling method for the trigger, )
#scheduler.add_job(<Function name>, <Trigger>, args=(a,) , The scheduling method for the trigger d , )

scheduler.start()

APScheduler offers three main types of triggers: DateTrigger, IntervalTrigger, and CronTrigger. DateTrigger is used to schedule a one-time job on a specific date and time, IntervalTrigger enables looping jobs that run at a fixed interval, and CronTrigger is used for scheduling jobs based on CRON expressions, allowing for more complex and flexible scheduling options.

1. One-time job – DateTrigger

Click to read the docs.

from datetime import datetime, timedelta
from apscheduler.schedulers.blocking import BlockingScheduler


def tick(x):
    print('Tick! The time is: %s' % datetime.now(), x)


if __name__ == '__main__':
    scheduler = BlockingScheduler(timezone='Asia/Tokyo')
    scheduler.add_job(tick, 'date', args=('One-time job',),
                      run_date=datetime.now() + timedelta(seconds=12))
    scheduler.start()

run_date(datetime|str) – the date/time to run the job at

  • datetime.date(2009, 11, 6)
  • datetime datetime.date(2009, 11, 6)
  • ‘2019-11-06 16:30:05’

timezone(datetime.tzinfo|str) – time zone for run_date if it doesn’t have one already

  • By default, the local time zone is adopted.
  • You can use pytz to specify the time zone. For example, timezone=pytz.utc.

2. Looping job – IntervalTrigger

Click to read the docs.

from datetime import datetime
from apscheduler.schedulers.blocking import BlockingScheduler


def tick():
    print('Tick! The time is: %s' % datetime.now())


if __name__ == '__main__':
    scheduler = BlockingScheduler()
    scheduler.add_job(tick, 'interval', seconds=3)
    scheduler.start()

weeks(int) – number of weeks to wait

days(int) – number of days to wait

hours(int) – number of hours to wait

minutes(int) – number of minutes to wait

seconds(int) – number of seconds to wait

start_date(datetime|str) – starting point for the interval calculation

end_date(datetime|str) – latest possible date/time to trigger on

timezone(datetime.tzinfo|str) – time zone to use for the date/time calculations

3. Timed job – CronTrigger

Click to read the docs.

import datetime
from apscheduler.schedulers.blocking import BlockingScheduler


def tick():
    print('Tick! The time is: %s' % datetime.now())


if __name__ == '__main__':
from datetime import datetime
from apscheduler.schedulers.blocking import BlockingScheduler


def tick():
    print('Tick! The time is: %s' % datetime.now())


if __name__ == '__main__':
    scheduler = BlockingScheduler()
    #At 17:20:10 every Monday through Sunday
    #scheduler.add_job(tick, 'cron', day_of_week='*' ,hour='17', minute='20', second='10')

    #At 17:20:10 every day.
    #scheduler.add_job(tick, 'cron', hour='17', minute='20', second='10')

    #At 17:20:10 during the first week of every year
    #scheduler.add_job(tick, 'cron', week='1' ,hour='17', minute='20', second='10')

    #At 17:20:10 during the first day of every month
    #scheduler.add_job(tick, 'cron', day='1' ,hour='17', minute='20', second='10')

    #Executed at 17:20:00 through 17:20:59 during the first day of every month
    #scheduler.add_job(tick, 'cron', day='1' ,hour='17', minute='20', second='*')
    
    scheduler.start()

year(int|str) – 4-digit year

month(int|str) – month (1-12)

day(int|str) – day of the (1-31)

week(int|str) – ISO week (1-53)

day_of_week(int|str) – number or name of weekday (0-6 or mon,tue,wed,thu,fri,sat,sun)

hour(int|str) – hour (0-23)

minute(int|str) – minute (0-59)

second(int|str) – second (0-59)

start_date(datetime|str) – earliest possible date/time to trigger on (inclusive)

end_date(datetime|str) – latest possible date/time to trigger on (inclusive)

timezone(datetime.tzinfo|str) – time zone to use for the date/time calculations (defaults to scheduler timezone)

Expression

Field

Description

*

any

Fire on every value

*

/a

any

Fire every a values, starting from the minimum

a-b

any

Fire on any value within the a-b range (a must be smaller than b)

a-b/c

any

Fire every c values within the a-b range

xth y

day

Fire on the x -th occurrence of weekday y within the month

last x

day

Fire on the last occurrence of weekday x within the month

last

day

Fire on the last day within the month

x,y,z

any

Fire on any matching expression; can combine any number of any of the above expressions

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