Pandas wrapper #483
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Pandas wrapper #483
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-adjusted strategies for new format -fixed tests
-rename FastDateTimeSeries to FastSeries -adjust bidding strategies to use zip for better readability and speed
-fix dmas strategies
-fix flexable storage startegy -adjust RL strategies to work with new format -adjust steelplant code to use new index -fix several tests
-fix extended strategy
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@maurerle all tests pass except for one in unit_operator def test_get_actual_dispatch. I don't understand why it doesn't work, could you please take a look into it? |
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Pull Request
Related Issue
Closes #[issue number] (if applicable)
Description
As suggested by @maurerle this improves performance of all simulations by a factor of 2 up to 4, by replacing pandas actions with numpy where possible. For this, we are using a wrapper object FastIndex and FastSeries which wraps a numpy array so that we can access it using typical datetime accessors.
The speed up for small simulations is 2x and for large simulations 3x.
Changes Proposed
Testing
Most of the tests pass and simulations work, but a more extensive testing is required to test full functionality.
Checklist
Please check all applicable items:
docfolder updates)pyproject.tomldoc/release_notes.rstof the upcoming release is includedAdditional Notes (if applicable)
[Any additional information, concerns, or areas you want reviewers to focus on]
Screenshots (if applicable)
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