Remove hack for dynamic modules and use Python functions instead (#22537)

src/transformers/dynamic_module_utils.py

@@ -13,14 +13,12 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 """Utilities to dynamically load objects from the Hub."""
-
+import filecmp
 import importlib
 import os
 import re
 import shutil
-import subprocess
 import sys
-import tempfile
 from pathlib import Path
 from typing import Dict, Optional, Union
 
@@ -45,6 +43,7 @@ def init_hf_modules():
     init_path = Path(HF_MODULES_CACHE) / "__init__.py"
     if not init_path.exists():
         init_path.touch()
+        importlib.invalidate_caches()
 
 
 def create_dynamic_module(name: Union[str, os.PathLike]):
@@ -60,6 +59,7 @@ def create_dynamic_module(name: Union[str, os.PathLike]):
     init_path = dynamic_module_path / "__init__.py"
     if not init_path.exists():
         init_path.touch()
+        importlib.invalidate_caches()
 
 
 def get_relative_imports(module_file):
@@ -148,35 +148,9 @@ def get_class_in_module(class_name, module_path):
     """
     Import a module on the cache directory for modules and extract a class from it.
     """
-    with tempfile.TemporaryDirectory() as tmp_dir:
-        module_dir = Path(HF_MODULES_CACHE) / os.path.dirname(module_path)
-        module_file_name = module_path.split(os.path.sep)[-1] + ".py"
-
-        # Copy to a temporary directory. We need to do this in another process to avoid strange and flaky error
-        # `ModuleNotFoundError: No module named 'transformers_modules.[module_dir_name].modeling'`
-        shutil.copy(f"{module_dir}/{module_file_name}", tmp_dir)
-        # On Windows, we need this character `r` before the path argument of `os.remove`
-        cmd = f'import os; os.remove(r"{module_dir}{os.path.sep}{module_file_name}")'
-        # We don't know which python binary file exists in an environment. For example, if `python3` exists but not
-        # `python`, the call `subprocess.run(["python", ...])` gives `FileNotFoundError` (about python binary). Notice
-        # that, if the file to be removed is not found, we also have `FileNotFoundError`, but it is not raised to the
-        # caller's process.
-        try:
-            subprocess.run(["python", "-c", cmd])
-        except FileNotFoundError:
-            try:
-                subprocess.run(["python3", "-c", cmd])
-            except FileNotFoundError:
-                pass
-
-        # copy back the file that we want to import
-        shutil.copyfile(f"{tmp_dir}/{module_file_name}", f"{module_dir}/{module_file_name}")
-
-        # import the module
-        module_path = module_path.replace(os.path.sep, ".")
-        module = importlib.import_module(module_path)
-
-        return getattr(module, class_name)
+    module_path = module_path.replace(os.path.sep, ".")
+    module = importlib.import_module(module_path)
+    return getattr(module, class_name)
 
 
 def get_cached_module_file(
@@ -273,13 +247,21 @@ def get_cached_module_file(
     create_dynamic_module(full_submodule)
     submodule_path = Path(HF_MODULES_CACHE) / full_submodule
     if submodule == pretrained_model_name_or_path.split(os.path.sep)[-1]:
-        # We always copy local files (we could hash the file to see if there was a change, and give them the name of
-        # that hash, to only copy when there is a modification but it seems overkill for now).
-        # The only reason we do the copy is to avoid putting too many folders in sys.path.
-        shutil.copy(resolved_module_file, submodule_path / module_file)
+        # We copy local files to avoid putting too many folders in sys.path. This copy is done when the file is new or
+        # has changed since last copy.
+        if not (submodule_path / module_file).exists() or not filecmp.cmp(
+            resolved_module_file, str(submodule_path / module_file)
+        ):
+            shutil.copy(resolved_module_file, submodule_path / module_file)
+            importlib.invalidate_caches()
         for module_needed in modules_needed:
             module_needed = f"{module_needed}.py"
-            shutil.copy(os.path.join(pretrained_model_name_or_path, module_needed), submodule_path / module_needed)
+            module_needed_file = os.path.join(pretrained_model_name_or_path, module_needed)
+            if not (submodule_path / module_needed).exists() or not filecmp.cmp(
+                module_needed_file, str(submodule_path / module_needed)
+            ):
+                shutil.copy(module_needed_file, submodule_path / module_needed)
+                importlib.invalidate_caches()
     else:
         # Get the commit hash
         # TODO: we will get this info in the etag soon, so retrieve it from there and not here.
@@ -293,6 +275,7 @@ def get_cached_module_file(
 
         if not (submodule_path / module_file).exists():
             shutil.copy(resolved_module_file, submodule_path / module_file)
+            importlib.invalidate_caches()
         # Make sure we also have every file with relative
         for module_needed in modules_needed:
             if not (submodule_path / module_needed).exists():