                       "new shape: %s)", batch.landmarks.shape, retval.shape)
  
          return retval
  
      def process_output(self, subbatches: List["AlignerBatch"], batch_masks: np.ndarray) -> None:
          """ Process the output from the re-align pass.
  
          - Transform landmarks from aligned face space to face space
          - Re-insert faces that were filtered out from the re-align process back into the
            landmarks list
 
</s> remove     def _re_insert_filtered(self, batch: "AlignerBatch", masks: np.ndarray) -> np.ndarray:
 </s> add     def _re_insert_filtered(self, batch: AlignerBatch, masks: np.ndarray) -> np.ndarray: </s> remove     def _transform_to_frame(self, batch: "AlignerBatch") -> np.ndarray:
 </s> add     def _transform_to_frame(self, batch: AlignerBatch) -> np.ndarray: </s> remove         faces: List[AlignedFace] = batch.data[0]["aligned_faces"]
 </s> add         faces: list[AlignedFace] = batch.data[0]["aligned_faces"] </s> remove     def _queue_out_frames(self, batch: T.List[ConvertItem], swapped_faces: np.ndarray) -> None:
 </s> add     def _queue_out_frames(self, batch: list[ConvertItem], swapped_faces: np.ndarray) -> None: </s> remove                                     subbatches: List[AlignerBatch],
 </s> add                                     subbatches: list[AlignerBatch],
    def process_output(self, subbatches: list[AlignerBatch], batch_masks: np.ndarray) -> None:
                       "new shape: %s)", batch.landmarks.shape, retval.shape)
  
          return retval
  
    def process_output(self, subbatches: list[AlignerBatch], batch_masks: np.ndarray) -> None:
          """ Process the output from the re-align pass.
  
          - Transform landmarks from aligned face space to face space
          - Re-insert faces that were filtered out from the re-align process back into the
            landmarks list
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 
plugins/extract/align/_base/processing.py