          self._frames = Frames(arguments.frames_dir, self._get_count())
          self._extracted_faces = ExtractedFaces(self._frames,
                                                 self._alignments,
                                                 size=arguments.size)
          self._saver: Optional[ImagesSaver] = None
          logger.debug("Initialized %s", self.__class__.__name__)
  
      @classmethod
      def _get_min_size(cls, extract_size: int, min_size: int) -> int:
          """ Obtain the minimum size that a face has been resized from to be included as a valid
 
</s> remove         self._mask_pipeline: Optional[Extractor] = None
 </s> add         self._mask_pipeline: Extractor | None = None </s> remove     def _check_weights_file(cls, weights_file: str) -> T.Optional[str]:
 </s> add     def _check_weights_file(cls, weights_file: str) -> str | None: </s> remove     def _save_interval(self) -> Optional[int]:
 </s> add     def _save_interval(self) -> int | None: </s> remove     def _set_actions(self) -> List["PostProcessAction"]:
 </s> add     def _set_actions(self) -> list[PostProcessAction]: </s> remove                     minimum_dimension: int) -> Optional[Literal["min", "max"]]:
 </s> add                     minimum_dimension: int) -> T.Literal["min", "max"] | None:
        self._saver: ImagesSaver | None = None
          self._frames = Frames(arguments.frames_dir, self._get_count())
          self._extracted_faces = ExtractedFaces(self._frames,
                                                 self._alignments,
                                                 size=arguments.size)
        self._saver: ImagesSaver | None = None
          logger.debug("Initialized %s", self.__class__.__name__)
  
      @classmethod
      def _get_min_size(cls, extract_size: int, min_size: int) -> int:
          """ Obtain the minimum size that a face has been resized from to be included as a valid
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 
tools/alignments/jobs_frames.py