code: def search_space_setup(size=1000):
      if size < 1000:
          print("Error: Some search spaces cannot be created")
          return
  
      pad_full = list(range(0, size))
      pad_cat = list(range(int(size / 3)))
      pad_10 = list(range(int(size**0.1)))
  
      search_space_0 = {
          "x1": pad_full,
      }
  
      search_space_1 = {
          "x1": pad_cat,
          "x2": list(range(3)),
      }
  
      search_space_2 = {
          "x1": pad_10,
          "x2": pad_10,
          "x3": pad_10,
          "x4": pad_10,
          "x5": pad_10,
          "x6": pad_10,
          "x7": pad_10,
          "x8": pad_10,
          "x9": pad_10,
          "x10": pad_10,
      }
  
      search_space_3 = {
          "x1": pad_10,
          "x2": pad_10,
          "x3": pad_10,
          "x4": pad_10,
          "x5": pad_10,
          "x6": pad_10,
          "x7": pad_10,
          "x8": pad_10,
          "x9": pad_10,
          "x10": pad_10,
          "x11": [1],
          "x12": [1],
          "x13": [1],
          "x14": [1],
          "x15": [1],
          "x16": [1],
          "x17": [1],
          "x18": [1],
          "x19": [1],
          "x20": [1],
      }
  
      search_space_4 = {
          "x1": pad_cat,
          "str1": ["0", "1", "2"],
      }
  
      def func1():
          pass
  
      def func2():
          pass
  
      def func3():
          pass
  
      search_space_5 = {
          "x1": pad_cat,
          "func1": [func1, func2, func3],
      }
  
      class class1:
          pass
  
      class class2:
          pass
  
      class class3:
          pass
  
      def wr_func_1():
          return class1
  
      def wr_func_2():
          return class2
  
      def wr_func_3():
          return class3
  
      search_space_6 = {
          "x1": pad_cat,
          "class_1": [wr_func_1, wr_func_2, wr_func_3],
      }
  
      class class1:
          def __init__(self):
              pass
  
      class class2:
          def __init__(self):
              pass
  
      class class3:
          def __init__(self):
              pass
  
      def wr_func_1():
          return class1()
  
      def wr_func_2():
          return class2()
  
      def wr_func_3():
          return class3()
  
      search_space_7 = {
          "x1": pad_cat,
          "class_obj_1": [wr_func_1, wr_func_2, wr_func_3],
      }
  
      def wr_func_1():
          return [1, 0, 0]
  
      def wr_func_2():
          return [0, 1, 0]
  
      def wr_func_3():
          return [0, 0, 1]
  
      search_space_8 = {
          "x1": pad_cat,
          "list_1": [wr_func_1, wr_func_2, wr_func_3],
      }
  
      def wr_func_1():
          return np.array([1, 0, 0])
  
      def wr_func_2():
          return np.array([0, 1, 0])
  
      def wr_func_3():
          return np.array([0, 0, 1])
  
      search_space_9 = {
          "x1": pad_cat,
          "array_1": [wr_func_1, wr_func_2, wr_func_3],
      }
  
      def wr_func_1():
          return pd.DataFrame(np.array([1, 0, 0]))
  
      def wr_func_2():
          return pd.DataFrame(np.array([0, 1, 0]))
  
      def wr_func_3():
          return pd.DataFrame(np.array([0, 0, 1]))
  
      search_space_10 = {
          "x1": pad_cat,
          "df_1": [wr_func_1, wr_func_2, wr_func_3],
      }
  
      search_space_list = [
          (search_space_0),
          (search_space_1),
          (search_space_2),
          (search_space_3),
          (search_space_4),
          (search_space_5),
          (search_space_6),
          (search_space_7),
          (search_space_8),
          (search_space_9),
          (search_space_10),
      ]
  
      return search_space_list
  
label_desc: Use image node_id 1 for calling a global function with example usage: search_space_setup(size) and returns: search_space_list, class1, class2, class3, class1, class2, class3, list, list, list, np, np, np, pd, pd, pd