                                       "and unzip the contents to: %s",
                                       self._url_download, self._cache_dir)
                      sys.exit(1)
  
      def _write_zipfile(self, response: "HTTPResponse", downloaded_size: int) -> None:
          """ Write the model zip file to disk.
  
          Parameters
          ----------
          response: :class:`http.client.HTTPResponse`
 
</s> remove     def write(self, filename: str, image: List[bytes]) -> None:
 </s> add     def write(self, filename: str, image: list[bytes]) -> None: </s> remove     def write(self, filename: str, image: List[BytesIO]) -> None:
 </s> add     def write(self, filename: str, image: list[BytesIO]) -> None: </s> remove     def _get_kernel_tuple(kernel_size: int) -> Tuple[int, int]:
 </s> add     def _get_kernel_tuple(kernel_size: int) -> tuple[int, int]: </s> remove def test_convert_to_secs(args: Tuple[int, ...], result: int) -> None:
 </s> add def test_convert_to_secs(args: tuple[int, ...], result: int) -> None: </s> remove     def _get_headers(cls, side: Literal["a", "b"], width: int) -> np.ndarray:
 </s> add     def _get_headers(cls, side: T.Literal["a", "b"], width: int) -> np.ndarray:
    def _write_zipfile(self, response: HTTPResponse, downloaded_size: int) -> None:
                                       "and unzip the contents to: %s",
                                       self._url_download, self._cache_dir)
                      sys.exit(1)
  
    def _write_zipfile(self, response: HTTPResponse, downloaded_size: int) -> None:
          """ Write the model zip file to disk.
  
          Parameters
          ----------
          response: :class:`http.client.HTTPResponse`
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/utils.py