[MyPy][BugFix] Check profiler is assigned before calling start() on it (#35505)

Signed-off-by: Martin Hickey <martin.hickey@ie.ibm.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>

vllm/v1/worker/gpu_worker.py

@@ -788,11 +788,12 @@ class Worker(WorkerBase):
                     self.profiler = CudaProfilerWrapper(self.profiler_config)
                     logger.debug("Starting CUDA profiler")
                 else:
-                    logger.warning("Unrecognized profiler: %s", profiler_type)
-                    return
-                self.profiler.start()
-            else:
-                # Profiler already initialized. Restart profiling but keep
+                    # Config validation should prevent this code being reached
+                    raise ValueError(
+                        f"Invalid profiler value of {self.profiler_config.profiler}"
+                    )
+
+            # If profiler already initialized, restart profiling but keep
             # the original trace name from the first initialization.
             self.profiler.start()
         else: