Fix incorrect filenames in vllm_compile_cache.py (#15494)

Signed-off-by: <zou3519@gmail.com>
Signed-off-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>

vllm/compilation/compiler_interface.py

@@ -229,7 +229,20 @@ class InductorAdaptor(CompilerInterface):
                 inductor_compiled_graph = output
                 if inductor_compiled_graph is not None:
                     nonlocal file_path
-                    file_path = inductor_compiled_graph.current_callable.__code__.co_filename  # noqa
+                    compiled_fn = inductor_compiled_graph.current_callable
+                    file_path = compiled_fn.__code__.co_filename  # noqa
+                    if not file_path.startswith(self.cache_dir):
+                        # hooked in the align_inputs_from_check_idxs function
+                        # in torch/_inductor/utils.py
+                        for cell in compiled_fn.__closure__:
+                            if not callable(cell.cell_contents):
+                                continue
+                            code = cell.cell_contents.__code__
+                            if code.co_filename.startswith(self.cache_dir):
+                                # this is the real file path
+                                # compiled from Inductor
+                                file_path = code.co_filename
+                                break
                     hash_str = inductor_compiled_graph._fx_graph_cache_key
                 return output