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update compiler for XLMRobertaModel #383
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Summary of ChangesHello @electroglyph, I'm Gemini Code Assist1! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed! This pull request addresses a compilation error encountered with Highlights
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Code Review
This pull request correctly fixes a TypeError when compiling XLMRobertaModel by adding a check to ensure issubclass is called on a class. The change is effective. I've also added a couple of review comments pointing out opportunities to improve the surrounding code for better security and robustness by replacing an eval() call and specifying exceptions in a try...except block.
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| module_class = eval(f"modeling_file.{module}") | ||
| if hasattr(module_class, "forward") and issubclass(module_class, GenerationMixin): | ||
| if isinstance(module_class, type) and hasattr(module_class, "forward") and issubclass(module_class, GenerationMixin): |
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Your fix is correct for the reported issue. However, the preceding line's use of eval() is a security concern and is considered bad practice. It's safer and more idiomatic to use getattr() to access object attributes dynamically.
Consider replacing line 2665:
module_class = eval(f"modeling_file.{module}")with:
module_class = getattr(modeling_file, module)|
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| module_class = eval(f"modeling_file.{module}") | ||
| if hasattr(module_class, "forward") and issubclass(module_class, GenerationMixin): | ||
| if isinstance(module_class, type) and hasattr(module_class, "forward") and issubclass(module_class, GenerationMixin): |
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In this same block, the bare except: on line 2669 is too broad. It can catch any exception, including SystemExit or KeyboardInterrupt, which can make debugging difficult and hide bugs. It's best practice to catch only the specific exceptions you expect. inspect.getsource is documented to raise TypeError or OSError.
Consider changing line 2669:
except:to:
except (TypeError, OSError):
This fixes an issue when trying to compile XLMRobertaModel.
the XLMRobertaModel models have a "forward" entry in their dir(), but they are not classes, so issubclass fails.
this just adds a check to make sure issubclass is only used on classes.