          return data
  
      def _handle_duplicate(self,
                            fullpath: str,
                            header_dict: "PNGHeaderDict",
                            seen: Dict[str, List[int]]) -> bool:
          """ Check whether the given face has already been seen for the source frame and face index
          from an existing face. Can happen when filenames have changed due to sorting etc. and users
          have done multiple extractions/copies and placed all of the faces in the same folder
  
          Parameters
 
</s> remove         seen : Dict[str, List[int]]
 </s> add         seen : dict[str, list[int]] </s> remove         data: Dict[str, Any] = {}
 </s> add         data: dict[str, T.Any] = {} </s> remove     def _should_backup(self, save_averages: T.List[float]) -> bool:
 </s> add     def _should_backup(self, save_averages: list[float]) -> bool: </s> remove     def frame_metadata(self) -> "PNGHeaderSourceDict":
 </s> add     def frame_metadata(self) -> PNGHeaderSourceDict: </s> remove         for item in tqdm(cast(List[Tuple[str, "PNGHeaderDict"]], self._items),
 </s> add         for item in tqdm(T.cast(list[tuple[str, "PNGHeaderDict"]], self._items),
                          header_dict: PNGHeaderDict,
                          seen: dict[str, list[int]]) -> bool:
          return data
  
      def _handle_duplicate(self,
                            fullpath: str,
                          header_dict: PNGHeaderDict,
                          seen: dict[str, list[int]]) -> bool:
                          header_dict: PNGHeaderDict,
                          seen: dict[str, list[int]]) -> bool:
          """ Check whether the given face has already been seen for the source frame and face index
          from an existing face. Can happen when filenames have changed due to sorting etc. and users
          have done multiple extractions/copies and placed all of the faces in the same folder
  
          Parameters
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/media.py