                      outfile.write(img)
              except Exception as err:  # pylint: disable=broad-except
                  logger.error("Failed to save image '%s'. Original Error: %s", filename, err)
  
      def pre_encode(self, image: np.ndarray) -> List[bytes]:
          """ Pre_encode the image in lib/convert.py threads as it is a LOT quicker.
  
          Parameters
          ----------
          image: :class:`numpy.ndarray`
 
</s> remove     def pre_encode(self, image: np.ndarray) -> List[BytesIO]:
 </s> add     def pre_encode(self, image: np.ndarray) -> list[BytesIO]: </s> remove     def set_source_image(self, name: str, image: "np.ndarray") -> None:
 </s> add     def set_source_image(self, name: str, image: np.ndarray) -> None: </s> remove                                angle: int) -> Tuple[np.ndarray, np.ndarray]:
 </s> add                                angle: int) -> tuple[np.ndarray, np.ndarray]: </s> remove                           alignments: Optional["PNGHeaderAlignmentsDict"] = None) -> float:
 </s> add                           alignments: PNGHeaderAlignmentsDict | None = None) -> float: </s> remove     def set_image(self, image: "np.ndarray") -> None:
 </s> add     def set_image(self, image: np.ndarray) -> None:
    def pre_encode(self, image: np.ndarray) -> list[bytes]:
                      outfile.write(img)
              except Exception as err:  # pylint: disable=broad-except
                  logger.error("Failed to save image '%s'. Original Error: %s", filename, err)
  
    def pre_encode(self, image: np.ndarray) -> list[bytes]:
          """ Pre_encode the image in lib/convert.py threads as it is a LOT quicker.
  
          Parameters
          ----------
          image: :class:`numpy.ndarray`
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/convert/writer/opencv.py