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The scalable computations #77

Merged
merged 17 commits into from
Feb 5, 2024
Merged

The scalable computations #77

merged 17 commits into from
Feb 5, 2024

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StannisMod
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@StannisMod StannisMod commented Jan 31, 2024 •
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Introduced ComputationalBackend - an interface to the computational-bound operations.
It can be implemented in different ways because of different ways to do such computations.

Now implemented two backends:

  • DefaultComputationalBackend that runs computations on plain Python
  • MultiprocessingComputationalBackend that uses pathos.multiprocessing to parallelize execution

Additional:

  • created singletone SAMPO that stores reference to the backend and logger
  • now we have centralized log handler
  • slightly reworked Genetic's scheduler_builder

@StannisMod
Basic methods for context
61c1325
@StannisMod
Added actions register ability
ba1e767
@StannisMod
The first version of backends
0e0e1f0
@StannisMod
Fully integrated Multiprocessing to backend
4be1f9e
@StannisMod
ALL FIXED
202d430
@StannisMod
Global logger introduced
ddfd262
@StannisMod
Cleanup
28f3565
@StannisMod
Added first population generation to backend
3f8945a
@StannisMod
Trying to fix import error
4cd0381
@StannisMod
Fixes
46d1374
@StannisMod
Finished first population generation with backend
8a7eab8 
Also setup logging
@StannisMod
Merge branch 'main' into feature/computation_pipeline
d3b900d 
# Conflicts:
#	sampo/scheduler/__init__.py
#	sampo/scheduler/genetic/base.py
#	sampo/scheduler/genetic/operators.py
#	sampo/scheduler/genetic/schedule_builder.py
#	sampo/schemas/time_estimator.py
#	tests/scheduler/genetic/full_scheduling.py
@StannisMod
Updated backends to the new version of Genetic
94fb2b4 
Also updated Genetic operators to wrap Individual itself
@StannisMod
Finally fixed merge issues
d820875
Timotshak
Timotshak requested changes Feb 2, 2024
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@StannisMod StannisMod closed this Feb 2, 2024
@StannisMod StannisMod reopened this Feb 2, 2024
Timotshak
Timotshak previously approved these changes Feb 2, 2024
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@StannisMod StannisMod added the enhancement New feature or request label Feb 2, 2024
@StannisMod StannisMod closed this Feb 5, 2024
@StannisMod StannisMod reopened this Feb 5, 2024
@vanoha01 vanoha01 self-requested a review February 5, 2024 09:49
vanoha01
vanoha01 approved these changes Feb 5, 2024
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Approved

@StannisMod StannisMod merged commit 5775ac9 into main Feb 5, 2024
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@vanoha01 vanoha01 vanoha01 approved these changes

@Timotshak Timotshak Timotshak left review comments

@vanoha vanoha Awaiting requested review from vanoha

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@StannisMod @Timotshak @vanoha01