[df] Suggest to opt-in to Numba JIT in RDF API#22188
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vepadulano wants to merge 1 commit intoroot-project:masterfrom
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[df] Suggest to opt-in to Numba JIT in RDF API#22188vepadulano wants to merge 1 commit intoroot-project:masterfrom
vepadulano wants to merge 1 commit intoroot-project:masterfrom
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RDF supports calling Python functions in the Define and Filter APIs by implicit Numba-jitting the Python callable before executing it in the RDF computation graph. Given that in the future we may be able to run Python callables directly within the computation graph, and even more importantly given that numba has its limitations and it is not desirable to implicitly lock-in users to this particular technology, I propose to introduce a warning message that signals the user RDF is implicitly calling Numba JIT on one of their callables. The same functionality is still achievable opt-in.
siliataider
approved these changes
May 8, 2026
Contributor
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I should also eventually update the Python section of the docs, it's good that the 2 examples explicitly specify the Numba decorator already, not the implicit syntax |
Test Results 22 files 22 suites 3d 8h 2m 42s ⏱️ Results for commit ddf105a. |
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RDF supports calling Python functions in the Define and Filter APIs by implicit Numba-jitting the Python callable before executing it in the RDF computation graph. Given that in the future we may be able to run Python callables directly within the computation graph, and even more importantly given that numba has its limitations and it is not desirable to implicitly lock-in users to this particular technology, I propose to introduce a warning message that signals the user RDF is implicitly calling Numba JIT on one of their callables. The same functionality is still achievable opt-in.