              otherwise ``None`` if there is only 1 plugin in use for the given phase
          """
          sidx = flow_phase.split("_")[-1]
          if sidx.isdigit():
              idx: Optional[int] = int(sidx)
              plugin_type = "_".join(flow_phase.split("_")[:-1])
          else:
              plugin_type = flow_phase
              idx = None
          return plugin_type, idx
 
</s> remove     def _add_queues(self) -> Dict[str, EventQueue]:
 </s> add     def _add_queues(self) -> dict[str, EventQueue]: </s> remove     def _all_plugins(self) -> List["PluginExtractor"]:
 </s> add     def _all_plugins(self) -> list[PluginExtractor]: </s> remove     def _vram_per_phase(self) -> Dict[str, float]:
 </s> add     def _vram_per_phase(self) -> dict[str, float]: </s> remove     def _active_plugins(self) -> List["PluginExtractor"]:
 </s> add     def _active_plugins(self) -> list[PluginExtractor]: </s> remove         l_loss: List[List[float]] = list(loss)
        l_timestamps: List[float] = list(timestamps)
 </s> add         l_loss: list[list[float]] = list(loss)
        l_timestamps: list[float] = list(timestamps)
            idx: int | None = int(sidx)
              otherwise ``None`` if there is only 1 plugin in use for the given phase
          """
          sidx = flow_phase.split("_")[-1]
          if sidx.isdigit():
            idx: int | None = int(sidx)
              plugin_type = "_".join(flow_phase.split("_")[:-1])
          else:
              plugin_type = flow_phase
              idx = None
          return plugin_type, idx
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/extract/pipeline.py