code: def create_nevergrad_parameter_from_override(
      override: Override,
  ) -> Any:
      val = override.value()
      if not override.is_sweep_override():
          return override.get_value_element_as_str()
      if override.is_choice_sweep():
          assert isinstance(val, ChoiceSweep)
          vals = [
              x
              for x in override.sweep_iterator(
                  transformer=Transformer.encode
              )
          ]
          if "ordered" in val.tags:
              return ng.p.TransitionChoice(vals)
          else:
              return ng.p.Choice(vals)
      elif override.is_range_sweep():
          vals = [
              x
              for x in override.sweep_iterator(
                  transformer=Transformer.encode
              )
          ]
          return ng.p.Choice(vals)
      elif override.is_interval_sweep():
          assert isinstance(val, IntervalSweep)
          if "log" in val.tags:
              scalar = ng.p.Log(lower=val.start, upper=val.end)
          else:
              scalar = ng.p.Scalar(lower=val.start, upper=val.end)  # type: ignore
          if isinstance(val.start, int):
              scalar.set_integer_casting()
          return scalar
  
file_path: hydra/plugins/hydra_nevergrad_sweeper/hydra_plugins/hydra_nevergrad_sweeper/_impl.py
imports: import logging
  import math
  from typing import Any, Dict, List, MutableMapping, MutableSequence, Optional, Tuple, Union
  import nevergrad
  from hydra.core import utils
  from hydra.core.override_parser.overrides_parser import OverridesParser
  from hydra.core.override_parser.types import ChoiceSweep, IntervalSweep, Override, Transformer
  from hydra.core.plugins import Plugins
  from hydra.plugins.launcher import Launcher
  from hydra.plugins.sweeper import Sweeper
  from hydra.types import HydraContext, TaskFunction
  from omegaconf import DictConfig, ListConfig, OmegaConf
  from .config import OptimConf, ScalarConfigSpec
label_desc: Use image node_id 2 for calling a global function with example usage: create_nevergrad_parameter_from_override(override) and returns: override, ng, ng, ng, scalar