Improve and standardize the cuPDLPx Python API#100
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ZedongPeng
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Jul 10, 2026
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Summary
This PR hardens and standardizes the Python interface for cuPDLPx. It fixes binding/API correctness issues, strengthens validation, and makes the public API more consistent with common optimization solver conventions.
Highlights
solve_onceresult-lifetime leak and an incorrect status-code mapping.Model.Statusis now an integer status code.Model.StatusNameprovides the human-readable status.Model.StatusCodeproperty was removed.optimize()now returns the model instance.resetParams()restores default parameter values.Paramssupports attribute access, item access, and lightweight mapping-style helpers.csr_arrayandcoo_array) alongside legacy sparse matrices.Breaking changes
Model.Statusis now anint; useModel.StatusNamefor the textual status.Model.StatusCodehas been removed.setWarmStart()now raisesValueErrorwhen provided vectors have incorrect dimensions.Testing
Rebuilt the Python extension in WSL.
Passed the Python API tests and full Python test suite:
pytest test/test_api_surface.py pytest test