  
      def _get_localized_mask(self,
                              filename: str,
                              detected_face: DetectedFace,
                              area: Literal["eye", "mouth"]) -> Optional[np.ndarray]:
          """ Obtain a localized mask for the given area if it is required for training.
  
          Parameters
          ----------
          filename: str
 
</s> remove     def _get_face_mask(self, filename: str, detected_face: DetectedFace) -> Optional[np.ndarray]:
 </s> add     def _get_face_mask(self, filename: str, detected_face: DetectedFace) -> np.ndarray | None: </s> remove                     image: Optional[np.ndarray],
                    alignments: Optional["PNGHeaderAlignmentsDict"]) -> None:
 </s> add                     image: np.ndarray | None,
                    alignments: PNGHeaderAlignmentsDict | None) -> None: </s> remove               image: Union[bytes, np.ndarray],
              sub_folder: Optional[str]) -> None:
 </s> add               image: bytes | np.ndarray,
              sub_folder: str | None) -> None: </s> remove     def write(self, filename: str, image: List[bytes]) -> None:
 </s> add     def write(self, filename: str, image: list[bytes]) -> None: </s> remove                             alignments: "PNGHeaderAlignmentsDict") -> DetectedFace:
 </s> add                             alignments: PNGHeaderAlignmentsDict) -> DetectedFace:
                            area: T.Literal["eye", "mouth"]) -> np.ndarray | None:
  
      def _get_localized_mask(self,
                              filename: str,
                              detected_face: DetectedFace,
                            area: T.Literal["eye", "mouth"]) -> np.ndarray | None:
          """ Obtain a localized mask for the given area if it is required for training.
  
          Parameters
          ----------
          filename: str
keep keep keep keep 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 
lib/training/cache.py