      """ Typed Dictionary for storing a single faces' Alignment Information in alignments files. """
      thumb: Optional[np.ndarray]
  
  
  class PNGHeaderSourceDict(TypedDict):
      """ Dictionary for storing additional meta information in PNG headers """
      alignments_version: float
      original_filename: str
      face_index: int
      source_filename: str
 
</s> remove     landmarks_xy: Union[List[float], np.ndarray]
    mask: Dict[str, MaskAlignmentsFileDict]
    identity: Dict[str, List[float]]
 </s> add     landmarks_xy: list[float] | np.ndarray
    mask: dict[str, MaskAlignmentsFileDict]
    identity: dict[str, list[float]] </s> remove     devices: List[str]
    devices_active: List[int]
 </s> add     devices: list[str]
    devices_active: list[int] </s> remove ConfigValueType = Union[bool, int, float, List[str], str, None]
 </s> add ConfigValueType = bool | int | float | list[str] | str | None </s> remove                  kernel_size: T.Union[int, T.Tuple[int, int]] = 3,
 </s> add                  kernel_size: int | tuple[int, int] = 3, </s> remove     def plugins_dict(self) -> Dict[str, List[str]]:
 </s> add     def plugins_dict(self) -> dict[str, list[str]]:
class PNGHeaderSourceDict(T.TypedDict):
      """ Typed Dictionary for storing a single faces' Alignment Information in alignments files. """
      thumb: Optional[np.ndarray]
  
  
class PNGHeaderSourceDict(T.TypedDict):
      """ Dictionary for storing additional meta information in PNG headers """
      alignments_version: float
      original_filename: str
      face_index: int
      source_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/align/alignments.py