pre-commit changes

Author: KRRT7

codeflash/api/aiservice.py

@@ -721,6 +721,7 @@ def get_optimization_review(
         root_dir: Path -> path of git directory
         concolic_tests: str -> concolic_tests (not used)
         calling_fn_details: str -> filenames and definitions of functions which call the function_to_optimize
+        call_sequence: int | None -> sequence number for multi-model calls
 
         Returns:
         -------

codeflash/optimization/function_optimizer.py

@@ -203,7 +203,7 @@ def refine_optimizations(self, request: list[AIServiceRefinerRequest]) -> concur
 
     def _process_refinement_results(self) -> OptimizedCandidate | None:
         """Process refinement results and add to queue. We generate a weighted ranking based on the runtime and diff lines and select the best (round of 45%) of valid optimizations to be refined."""
-        import dataclasses  # noqa: PLC0415
+        import dataclasses
 
         future_refinements: list[concurrent.futures.Future] = []
         # Calculate base sequence: offset + lp_calls (refinements come after LP)