code: def test_gen_candidates_with_fixed_features_and_timeout(self):
      with self.assertLogs("botorch", level="INFO") as logs:
          self.test_gen_candidates_with_fixed_features(
              timeout_sec=1e-4,
              options={"disp": False},
          )
      self.assertTrue(
          any("Optimization timed out" in o for o in logs.output)
      )
  
imports: import math
  import warnings
  from unittest import mock
  import torch
  from botorch.acquisition import qExpectedImprovement, qKnowledgeGradient
  from botorch.exceptions.warnings import OptimizationWarning
  from botorch.fit import fit_gpytorch_mll
  from botorch.generation.gen import gen_candidates_scipy, gen_candidates_torch, get_best_candidates
  from botorch.models import SingleTaskGP
  from botorch.utils.testing import BotorchTestCase, MockAcquisitionFunction
  from gpytorch import settings
  from gpytorch.mlls.exact_marginal_log_likelihood import ExactMarginalLogLikelihood
  from scipy.optimize import OptimizeResult
label_desc: Use image node_id 6 for calling the TestGenCandidates obj's underlying member method code with example usage: obj.test_gen_candidates_with_fixed_features_and_timeout() without return types