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https://github.com/clearml/clearml
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62 lines
2.3 KiB
Python
62 lines
2.3 KiB
Python
from clearml import Task
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from clearml.automation import TaskScheduler
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def simple_function():
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print('This code is executed in a background thread, '
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'on the same machine as the TaskScheduler process')
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# add some logic here
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print('done')
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# Create the scheduler controller
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scheduler = TaskScheduler()
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# Run the Task 'PyTorch MNIST train', every day at 10:30am
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scheduler.add_task(
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name='recurring pipeline job',
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schedule_task_id=Task.get_task(project_name='examples', task_name='PyTorch MNIST train'),
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queue='default',
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minute=30,
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hour=10,
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day=1,
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recurring=True,
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)
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# a few more Examples:
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# Launch every 15 minutes
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# scheduler.add_task(schedule_task_id='1235', queue='default', minute=15)
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# Launch every 1 hour
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# scheduler.add_task(schedule_task_id='1235', queue='default', hour=1)
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# Launch every 1 hour at hour:30 minutes (i.e. 1:30, 2:30 etc.)
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# scheduler.add_task(schedule_task_id='1235', queue='default', hour=1, minute=30)
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# Launch every day at 22:30 (10:30 pm)
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# scheduler.add_task(schedule_task_id='1235', queue='default', minute=30, hour=22, day=1)
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# Launch every other day at 7:30 (7:30 am)
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# scheduler.add_task(schedule_task_id='1235', queue='default', minute=30, hour=7, day=2)
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# Launch every Saturday at 8:30am (notice `day=0`)
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# scheduler.add_task(schedule_task_id='1235', queue='default', minute=30, hour=8, day=0, weekdays=['saturday'])
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# Launch every 2 hours on the weekends Saturday/Sunday (notice `day` is not passed)
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# scheduler.add_task(schedule_task_id='1235', queue='default', hour=2, weekdays=['saturday', 'sunday'])
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# Launch once a month at the 5th of each month
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# scheduler.add_task(schedule_task_id='1235', queue='default', month=1, day=5)
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# Launch once a year on March 4th of each year
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# scheduler.add_task(schedule_task_id='1235', queue='default', year=1, month=3, day=4)
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# Run a simple logic function, every 2 hours, at minute 30 of every hour, only on business days (mon-fri)
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scheduler.add_task(
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name='workdays mock job',
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schedule_function=simple_function,
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minute=30,
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hour=2,
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weekdays=['monday', 'tuesday', 'wednesday', 'thursday', 'friday'],
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recurring=True,
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)
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#scheduler.start_remotely(queue='services')
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scheduler.start()
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print('This line will run remotely')
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