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Attempt to improve performance of calling Python callbacks #747
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Attempt to improve performance of calling Python callbacks #747
dmitry-kabanov
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Nov 14, 2024
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…improve performance
C wrapper for Python callbacks accepts OIF arguments, converts them to Python data types and invoke passed Python callback with these arguments. In principle, these should give a performance boost in comparison to using ctypes.
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Actually, I had to disable using a C function for type conversion as it gives a segmentation fault in unit tests. Because we with Stephan have decided to concentrate on comparing the performance between C and Julia for now, I postpone working on this to later time, in the branch |
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This PR's main goal is to improve performance of Open Interfaces in the case when non-Python implementations invoke Python callbacks via C wrapper with OIF data types. Previously, this C wrapper (which is actually a Python function wrapped with
ctypes
) was converting data types in Python directly. This PR changes conversion function to be completely in C.Changes:
_convert.c
that convert OIF data types to Python data typesOIFConfigDict
C data structureprint_stats
method toscipy_ode
andjl_diffeq
implementations