code: def variable_type(name: str) -> tp.Type[Variable[tp.Any]]:
      if name not in VariableTypeCache:
          VariableTypeCache[name] = type(name, (Variable,), {})
      return VariableTypeCache[name]
  
imports: import dataclasses
  import functools
  import typing
  from abc import ABCMeta
  from functools import partial
  from typing import Any
  import jax
  import jax.tree_util
  from flax.experimental.nnx.nnx import reprlib
label_desc: Use image node_id 4 for calling a global function with example usage: variable_type(name) and returns: VariableTypeCache