code: def get_local_search_study_lower_is_better(params, seed):
      alg = sherpa.algorithms.LocalSearch(seed_configuration=seed)
  
      study = sherpa.Study(
          parameters=params,
          algorithm=alg,
          lower_is_better=True,
          disable_dashboard=True,
      )
      return study
  
imports: from __future__ import absolute_import
  import collections
  import pandas
  import numpy
  import sherpa
  import logging
  import itertools
  import pytest
  from testing_utils import *
label_desc: Use image node_id 2 for calling a global function with example usage: get_local_search_study_lower_is_better(params, seed) and returns: study