Clean abstracted rewrite of optimization candidate loop

[aseembits93]

User description

wip

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PR Type

Enhancement

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Description

• Refactor candidate loop for async profiling and refinement

• Introduce line_profiler_done and refinement_done flags

• Add waiting logic for profiling and refinements

• Update optimization log message for context

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Diagram Walkthrough

flowchart LR
  A["Start processing candidates"] --> B["Process next candidate"]
  B --> C{"candidates empty?"}
  C -- "no" --> B
  C -- "yes & profiling not done" --> D["Wait for line profiler"]
  D --> E["Add profiling results"]
  E --> B
  C -- "profiling done & refinement not done" --> F["Wait for refinements"]
  F --> G["Add refinement results"]
  G --> B
  C -- "profiling & refinement done" --> H["Exit loop"]

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File Walkthrough

Relevant files

Enhancement

aiservice.py Improve optimization log detail                                                    codeflash/api/aiservice.py Enhanced log in optimize method Included line profiler context in message +1/-1      function_optimizer.py Refactor candidate processing loop                                              codeflash/optimization/function_optimizer.py Refactored processing into while True loop Added line_profiler_done and refinement_done flags Added wait logic for async profiling and refinements Removed duplicate post-loop candidate handling +45/-46

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[github-actions]

PR Reviewer Guide 🔍

Here are some key observations to aid the review process:

⏱️ Estimated effort to review: 4 🔵🔵🔵🔵⚪

🧪 No relevant tests

🔒 No security concerns identified

⚡ Recommended focus areas for review Deadlock Risk Waiting indefinitely on futures without a timeout can hang the candidate loop if a future never completes. concurrent.futures.wait([future_line_profile_results]) line_profile_results = future_line_profile_results.result() Loop Logic Error Breaking out of the while True loop may skip candidate processing and reference an undefined candidate in subsequent code. if line_profiler_done and refinement_done: logger.debug("everything done, exiting") break

[github-actions]

PR Code Suggestions ✨

Explore these optional code suggestions:

Category	Suggestion	Impact
Possible issue	Check for None before waiting on future Guard against a missing or already-consumed future_line_profile_results to prevent passing None into wait and avoid a runtime error. If the future is None, log a warning and mark profiling as done. codeflash/optimization/function_optimizer.py [413-423] if not line_profiler_done: logger.debug("all candidates processed, await candidates from line profiler") - concurrent.futures.wait([future_line_profile_results]) - line_profile_results = future_line_profile_results.result() - candidates.extend(line_profile_results) - original_len += len(line_profile_results) - logger.info( - f"Added results from line profiler to candidates, total candidates now: {original_len}" - ) - line_profiler_done = True + if future_line_profile_results is None: + logger.warning("No line profiler task available; marking done.") + line_profiler_done = True + else: + concurrent.futures.wait([future_line_profile_results]) + line_profile_results = future_line_profile_results.result() + candidates.extend(line_profile_results) + original_len += len(line_profile_results) + logger.info( + f"Added results from line profiler to candidates, total candidates now: {original_len}" + ) + # release reference + future_line_profile_results = None + line_profiler_done = True continue Suggestion importance[1-10]: 6 __ Why: Guarding on future_line_profile_results prevents a possible None being passed to wait, which is a useful safety check in this async loop.	Low
	Skip wait on empty refinement list Ensure future_all_refinements is non-empty before calling wait to avoid instantly returning or misbehavior when there are no refinement tasks. Log and mark refinement as done if the list is empty. codeflash/optimization/function_optimizer.py [424-437] if line_profiler_done and not refinement_done: - concurrent.futures.wait(future_all_refinements) - refinement_response = [] - for future_refinement in future_all_refinements: - possible_refinement = future_refinement.result() - if len(possible_refinement) > 0: # if the api returns a valid response - refinement_response.append(possible_refinement[0]) - candidates.extend(refinement_response) - original_len += len(refinement_response) - logger.info( - f"Added {len(refinement_response)} candidates from refinement, total candidates now: {original_len}" - ) + if future_all_refinements: + concurrent.futures.wait(future_all_refinements) + refinement_response = [] + for future_refinement in future_all_refinements: + possible_refinement = future_refinement.result() + if possible_refinement: + refinement_response.append(possible_refinement[0]) + candidates.extend(refinement_response) + original_len += len(refinement_response) + logger.info( + f"Added {len(refinement_response)} candidates from refinement, total candidates now: {original_len}" + ) + else: + logger.debug("No refinement tasks to await; marking done.") refinement_done = True continue Suggestion importance[1-10]: 5 __ Why: Checking future_all_refinements avoids unnecessary wait calls and ensures the loop proceeds correctly when there are no refinement tasks.	Low