found a case where jedi's full name did not start with the module nam…

[alvin-r]

User description

…e. we need this check so it doesn't error out

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PR Type

• Enhancement

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Description

• Add debugging print using code_print

• Check that full function names start with module names

• Ensure proper function identification using Jedi API

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Changes walkthrough 📝

Relevant files

Enhancement

code_context_extractor.py Add logging and module prefix checks                                          codeflash/context/code_context_extractor.py Import and call code_print for extra logging Ensure name.full_name starts with name.module_name in function extraction Validate definition's module prefix in Jedi function sources +4/-1      function_context.py Update function qualified check for module prefix                codeflash/optimization/function_context.py Modify qualified function check to confirm module name prefix Update condition in belongs_to_function_qualified for enhanced safety +1/-1

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[misrasaurabh1]

do we want to print this to the output?

[github-actions]

PR Reviewer Guide 🔍

Here are some key observations to aid the review process:

⏱️ Estimated effort to review: 2 🔵🔵⚪⚪⚪

🧪 No relevant tests

🔒 No security concerns identified

⚡ Recommended focus areas for review Debug Print The added call to code_print may be used for debugging purposes only. Verify that it is removed or properly gated in production to avoid unwanted console output. code_print(final_read_writable_code) Name Validation The PR adds conditions to ensure that full names start with module names. Confirm these checks are robust and handle edge cases consistently, especially as similar validations are introduced in multiple locations. and name.full_name.startswith(name.module_name) and get_qualified_name(name.module_name, name.full_name) == function_to_optimize.qualified_name ): function_source = FunctionSource( file_path=function_to_optimize.file_path, qualified_name=function_to_optimize.qualified_name, fully_qualified_name=name.full_name, only_function_name=name.name, source_code=name.get_line_code(), jedi_definition=name, ) return function_source raise ValueError( f"Could not find function {function_to_optimize.function_name} in {function_to_optimize.file_path}" ) def get_function_sources_from_jedi( file_path_to_qualified_function_names: dict[Path, set[str]], project_root_path: Path ) -> tuple[dict[Path, set[FunctionSource]], list[FunctionSource]]: file_path_to_function_source = defaultdict(set) function_source_list: list[FunctionSource] = [] for file_path, qualified_function_names in file_path_to_qualified_function_names.items(): script = jedi.Script(path=file_path, project=jedi.Project(path=project_root_path)) file_refs = script.get_names(all_scopes=True, definitions=False, references=True) for qualified_function_name in qualified_function_names: names = [ ref for ref in file_refs if ref.full_name and belongs_to_function_qualified(ref, qualified_function_name) ] for name in names: try: definitions: list[Name] = name.goto(follow_imports=True, follow_builtin_imports=False) except Exception as e: try: logger.exception(f"Error while getting definition for {name.full_name}: {e}") except Exception as e: # name.full_name can also throw exceptions sometimes logger.exception(f"Error while getting definition: {e}") definitions = [] if definitions: # TODO: there can be multiple definitions, see how to handle such cases definition = definitions[0] definition_path = definition.module_path # The definition is part of this project and not defined within the original function if ( str(definition_path).startswith(str(project_root_path) + os.sep) and not path_belongs_to_site_packages(definition_path) and definition.full_name and definition.type == "function" and not belongs_to_function_qualified(definition, qualified_function_name) and definition.full_name.startswith(definition.module_name) Name Validation A new condition using startswith has been added in the function qualification. Ensure this logic is aligned with intended behavior and correctly handles all input variations. if name.full_name.startswith(name.module_name) and get_qualified_name(name.module_name, name.full_name) == qualified_function_name:

[github-actions]

PR Code Suggestions ✨

Explore these optional code suggestions:

Category	Suggestion	Impact
Security	guard sensitive output Conditionally print code to avoid exposing potentially sensitive content. codeflash/context/code_context_extractor.py [76] -code_print(final_read_writable_code) +if DEBUG_MODE: + code_print(final_read_writable_code) Suggestion importance[1-10]: 5 __ Why: While conditionally printing to avoid exposing sensitive code can be beneficial in certain contexts, the change is context‐specific and not clearly required from the diff, reducing its overall impact.	Low
Possible issue	validate module presence Verify that name.module_name is non-empty to ensure the startswith check works as expected. codeflash/context/code_context_extractor.py [360] -and name.full_name.startswith(name.module_name) +and name.module_name and name.full_name.startswith(name.module_name) Suggestion importance[1-10]: 3 __ Why: Adding a check for a non-empty module name can help avoid potential edge cases, although the underlying behavior of startswith with an empty string is well-defined, making this a minor improvement.	Low
	check non-empty module Ensure that definition.module_name is not empty before applying startswith to avoid incorrect matches. codeflash/context/code_context_extractor.py [415] -and definition.full_name.startswith(definition.module_name) +and definition.module_name and definition.full_name.startswith(definition.module_name) Suggestion importance[1-10]: 3 __ Why: Similar to suggestion 2, the added check guards against empty module names before using startswith, but since empty strings are valid inputs, the change is only a slight safeguard.	Low
	ensure module value Add a non-empty check for name.module_name to ensure the startswith condition is valid. codeflash/optimization/function_context.py [34] -if name.full_name.startswith(name.module_name) and get_qualified_name(name.module_name, name.full_name) == qualified_function_name: +if name.module_name and name.full_name.startswith(name.module_name) and get_qualified_name(name.module_name, name.full_name) == qualified_function_name: Suggestion importance[1-10]: 3 __ Why: The recommendation to check for a non-empty module name before the startswith condition offers a minor improvement for edge cases, but its overall impact is limited.	Low