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python pest++ worker #556

Merged
merged 65 commits into from
Dec 10, 2024
Merged

python pest++ worker #556

merged 65 commits into from
Dec 10, 2024

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jtwhite79
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Adds a helper function to prepare for GPR-based bayesian optimization tp speed up MOU analyses. Adds a python-based tcp/ip worker that can handle runs from the pest++ master in parallel mode. This can substantially speed up fast running python based models like GPR emulation, DSI emulation, and I think pastas too. Added optional args to start_workers to use this pyworker instead of standard pest++ workers. Includes an example notebook that demonstrates the GPR emulation workflow and how to use this new python worker functionality.

@jtwhite79 jtwhite79 requested review from mnfienen and briochh December 4, 2024 01:40
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Coverage Status

coverage: 79.536%. first build
when pulling bdaee9a on jtwhite79:feat_pyworker
into ae146fd on pypest:develop.

@briochh briochh merged commit 90c4eec into pypest:develop Dec 10, 2024
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3 participants