docstr: Test if space converter works for all elements/space permutations
docstr_tok: ["Test","if","space","converter","works","for","all","elements\/space","permutations"]
code: def test_convert_element_to_space_type(self):
      """Test if space converter works for all elements/space permutations"""
      box_space = Box(low=-1, high=1, shape=(2,))
      discrete_space = Discrete(2)
      multi_discrete_space = MultiDiscrete([2, 2])
      multi_binary_space = MultiBinary(2)
      tuple_space = Tuple((box_space, discrete_space))
      dict_space = Dict(
          {
              "box": box_space,
              "discrete": discrete_space,
              "multi_discrete": multi_discrete_space,
              "multi_binary": multi_binary_space,
              "dict_space": Dict(
                  {
                      "box2": box_space,
                      "discrete2": discrete_space,
                  }
              ),
              "tuple_space": tuple_space,
          }
      )
  
      box_space_unconverted = box_space.sample().astype(np.float64)
      multi_discrete_unconverted = multi_discrete_space.sample().astype(
          np.int32
      )
      multi_binary_unconverted = multi_binary_space.sample().astype(
          np.int32
      )
      tuple_unconverted = (box_space_unconverted, float(0))
      modified_element = {
          "box": box_space_unconverted,
          "discrete": float(0),
          "multi_discrete": multi_discrete_unconverted,
          "multi_binary": multi_binary_unconverted,
          "tuple_space": tuple_unconverted,
          "dict_space": {
              "box2": box_space_unconverted,
              "discrete2": float(0),
          },
      }
      element_with_correct_types = convert_element_to_space_type(
          modified_element, dict_space.sample()
      )
      assert dict_space.contains(element_with_correct_types)
  
file_path: ray/rllib/utils/spaces/tests/test_space_utils.py
imports: import unittest
  from gymnasium.spaces import Box, Discrete, MultiDiscrete, MultiBinary, Tuple, Dict
  import numpy
  import tree
  from ray.rllib.utils.spaces.space_utils import batch, convert_element_to_space_type, get_base_struct_from_space, unbatch, unsquash_action
  from ray.rllib.utils.test_utils import check
label_desc: Use image node_id 1 for calling the TestSpaceUtils obj's underlying member method code with example usage: obj.test_convert_element_to_space_type() without return types