first commit

Author: aseembits93

codeflash/optimization/function_optimizer.py

@@ -405,6 +405,7 @@ def determine_best_candidate(
         original_len = len(candidates)
         # TODO : We need to rewrite this candidate loop as a class, the container which has candidates receives new candidates at unknown times due to the async nature of lp and refinement calls,
         #  TODO : in addition, the refinement calls depend on line profiler calls being complete so we need to check that reliably
+        # write a class with queue.Queue architecture
         while True:
             try:
                 if len(candidates) > 0: