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Async.IO Example #2: Run 10 parallel tasks - But returning some results before all tasks to be done
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import asyncio | |
from random import randint | |
async def execute_your_task(task_number: int): | |
""" Specific task to run in parallel """ | |
# display begin of parallel task in console | |
print('-> starting parallel task:', task_number) | |
# sleeping by (randomly: between 1 and 5 seconds) just to see parallism working | |
seconds_to_sleep = randint(1, 5) | |
await asyncio.sleep(seconds_to_sleep) | |
# display end of parallel task in console | |
print('<- finishing parallel task:', task_number) | |
# return task information in a dict | |
return {'task_number': task_number, 'seconds_to_sleep': seconds_to_sleep} | |
async def running_parallel_tasks(): | |
""" Running 10 parallel tasks - returning parcial results before all tasks to be done """ | |
# define a list with 10 coroutine tasks to be run | |
tasklist_to_run = [] | |
for n in range(1, 11): | |
coroutine_of_task = execute_your_task(n) | |
tasklist_to_run.append(coroutine_of_task) | |
# run 10 coroutine tasks in parallel but already returning results | |
task_results = [] | |
for task_coroutine in asyncio.as_completed(tasklist_to_run): | |
# await coroutine of task to get result | |
task_result = await task_coroutine | |
# display result and return | |
print('! received task result', task_result) | |
task_results.append(task_result) | |
return task_results | |
# Running running_parallel_tasks as asynchronous mode | |
asyncio.run(running_parallel_tasks()) | |
# Execution example: | |
""" | |
In [1]: asyncio.run(running_parallel_tasks()) | |
-> starting parallel task: 10 | |
-> starting parallel task: 8 | |
-> starting parallel task: 5 | |
-> starting parallel task: 9 | |
-> starting parallel task: 2 | |
-> starting parallel task: 6 | |
-> starting parallel task: 7 | |
-> starting parallel task: 1 | |
-> starting parallel task: 3 | |
-> starting parallel task: 4 | |
<- finishing parallel task: 8 | |
<- finishing parallel task: 4 | |
! received task result {'task_number': 8, 'seconds_to_sleep': 1} | |
! received task result {'task_number': 4, 'seconds_to_sleep': 1} | |
<- finishing parallel task: 1 | |
! received task result {'task_number': 1, 'seconds_to_sleep': 2} | |
<- finishing parallel task: 10 | |
<- finishing parallel task: 6 | |
<- finishing parallel task: 7 | |
<- finishing parallel task: 3 | |
! received task result {'task_number': 10, 'seconds_to_sleep': 3} | |
! received task result {'task_number': 6, 'seconds_to_sleep': 3} | |
! received task result {'task_number': 7, 'seconds_to_sleep': 3} | |
! received task result {'task_number': 3, 'seconds_to_sleep': 3} | |
<- finishing parallel task: 5 | |
<- finishing parallel task: 9 | |
<- finishing parallel task: 2 | |
! received task result {'task_number': 5, 'seconds_to_sleep': 4} | |
! received task result {'task_number': 9, 'seconds_to_sleep': 4} | |
! received task result {'task_number': 2, 'seconds_to_sleep': 4} | |
Out[1]: | |
[{'task_number': 8, 'seconds_to_sleep': 1}, | |
{'task_number': 4, 'seconds_to_sleep': 1}, | |
{'task_number': 1, 'seconds_to_sleep': 2}, | |
{'task_number': 10, 'seconds_to_sleep': 3}, | |
{'task_number': 6, 'seconds_to_sleep': 3}, | |
{'task_number': 7, 'seconds_to_sleep': 3}, | |
{'task_number': 3, 'seconds_to_sleep': 3}, | |
{'task_number': 5, 'seconds_to_sleep': 4}, | |
{'task_number': 9, 'seconds_to_sleep': 4}, | |
{'task_number': 2, 'seconds_to_sleep': 4}] | |
""" |
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