              if not self._alignments.frame_has_faces(frame_name):
                  logger.debug("Returning: '%s'", frame_name)
                  yield frame_name
  
      def _get_multi_faces(self) -> Union[Generator[str, None, None],
                                          Generator[Tuple[str, int], None, None]]:
          """ yield each frame or face that has multiple faces matched in alignments file
  
          Yields
          ------
          str or tuple
 
</s> remove     def _get_multi_faces_faces(self) -> Generator[Tuple[str, int], None, None]:
 </s> add     def _get_multi_faces_faces(self) -> Generator[tuple[str, int], None, None]: </s> remove     def _load_video_frames(self) -> Generator[Tuple[str, np.ndarray], None, None]:
 </s> add     def _load_video_frames(self) -> Generator[tuple[str, np.ndarray], None, None]: </s> remove     def _load_disk_frames(self) -> Generator[Tuple[str, np.ndarray], None, None]:
 </s> add     def _load_disk_frames(self) -> Generator[tuple[str, np.ndarray], None, None]: </s> remove     def process_frames(self) -> Generator[Dict[str, str], None, None]:
 </s> add     def process_frames(self) -> Generator[dict[str, str], None, None]: </s> remove         frames = set(item["frame_fullname"] for item in cast(List[Dict[str, str]], self._items))
 </s> add         frames = set(item["frame_fullname"] for item in T.cast(list[dict[str, str]], self._items))
    def _get_multi_faces(self) -> (Generator[str, None, None] |
                                   Generator[tuple[str, int], None, None]):
              if not self._alignments.frame_has_faces(frame_name):
                  logger.debug("Returning: '%s'", frame_name)
                  yield frame_name
  
    def _get_multi_faces(self) -> (Generator[str, None, None] |
                                   Generator[tuple[str, int], None, None]):
    def _get_multi_faces(self) -> (Generator[str, None, None] |
                                   Generator[tuple[str, int], None, None]):
          """ yield each frame or face that has multiple faces matched in alignments file
  
          Yields
          ------
          str or tuple
keep keep keep keep replace replace keep keep keep keep keep
 Rebase code (#1326)

* Remove tensorflow_probability requirement

* setup.py - fix progress bars

* requirements.txt: Remove pre python 3.9 packages

* update apple requirements.txt

* update INSTALL.md

* Remove python<3.9 code

* setup.py - fix Windows Installer

* typing: python3.9 compliant

* Update pytest and readthedocs python versions

* typing fixes

* Python Version updates
  - Reduce max version to 3.10
  - Default to 3.10 in installers
  - Remove incompatible 3.11 tests

* Update dependencies

* Downgrade imageio dep for Windows

* typing: merge optional unions and fixes

* Updates
  - min python version 3.10
  - typing to python 3.10 spec
  - remove pre-tf2.10 code
  - Add conda tests

* train: re-enable optimizer saving

* Update dockerfiles

* Update setup.py
  - Apple Conda deps to setup.py
  - Better Cuda + dependency handling

* bugfix: Patch logging to prevent Autograph errors

* Update dockerfiles

* Setup.py - Setup.py - stdout to utf-8

* Add more OSes to github Actions

* suppress mac-os end to end test 
tools/alignments/jobs.py