          placeholder = np.array(placeholder)
          self._placeholder = placeholder
          logger.debug("Created placeholder. shape: %s", placeholder.shape)
  
      def _place_previews(self, frame_dims: Tuple[int, int]) -> Image.Image:
          """ Format the preview thumbnails stored in the cache into a grid fitting the display
          panel.
  
          Parameters
          ----------
 
</s> remove         display = np.vstack([np.hstack(cast(Sequence, samples[row * cols: (row + 1) * cols]))
 </s> add         display = np.vstack([np.hstack(T.cast("Sequence", samples[row * cols: (row + 1) * cols])) </s> remove     def load_latest_preview(self, thumbnail_size: int, frame_dims: Tuple[int, int]) -> bool:
 </s> add     def load_latest_preview(self, thumbnail_size: int, frame_dims: tuple[int, int]) -> bool: </s> remove                               image_files: List[str],
                              frame_dims: Tuple[int, int],
 </s> add                               image_files: list[str],
                              frame_dims: tuple[int, int], </s> remove     def _set_dimensions(self, frame_dims: Tuple[int, int]) -> None:
 </s> add     def _set_dimensions(self, frame_dims: tuple[int, int]) -> None: </s> remove     def set_display_dimensions(self, dimensions: Tuple[int, int]) -> None:
 </s> add     def set_display_dimensions(self, dimensions: tuple[int, int]) -> None:
    def _place_previews(self, frame_dims: tuple[int, int]) -> Image.Image:
          placeholder = np.array(placeholder)
          self._placeholder = placeholder
          logger.debug("Created placeholder. shape: %s", placeholder.shape)
  
    def _place_previews(self, frame_dims: tuple[int, int]) -> Image.Image:
          """ Format the preview thumbnails stored in the cache into a grid fitting the display
          panel.
  
          Parameters
          ----------
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/gui/utils/image.py