code: def test_init_user_params_with_prefix():
      params_og = {
          "foo": 1,
          "bar": 2,
          "ag.foo": 3,
      }
      expected_params = {
          "foo": 1,
          "bar": 2,
      }
      expected_params_aux = {"foo": 3}
      _assert_init_user_params(
          params_og=params_og,
          expected_params=expected_params,
          expected_params_aux=expected_params_aux,
      )
  
file_path: autogluon/core/tests/unittests/models/abstract_model/test_init_user_params.py
imports: import copy
  from typing import Any, Dict, Optional
  from autogluon.core.models import AbstractModel
label_desc: Use image node_id 5 for calling a global function with example usage: test_init_user_params_with_prefix() without return types