code: def test_log_fn_args_as_params(
      args, kwargs, expected, start_run
  ):  # pylint: disable=unused-argument
      log_fn_args_as_params(dummy_fn, args, kwargs)
      client = MlflowClient()
      params = client.get_run(
          mlflow.active_run().info.run_id
      ).data.params
      for arg, value in zip(["arg1", "arg2", "arg3"], expected):
          assert arg in params
          assert params[arg] == value
  
imports: import inspect
  import sys
  import time
  from collections import namedtuple
  from unittest import mock
  import pytest
  import mlflow
  from mlflow import MlflowClient
  from mlflow.utils import gorilla
  from mlflow.utils.autologging_utils import AUTOLOGGING_INTEGRATIONS, AutologgingEventLogger, BatchMetricsLogger, autologging_integration, autologging_is_disabled, batch_metrics_logger, get_autologging_config, get_instance_method_first_arg_value, get_method_call_arg_value, log_fn_args_as_params, resolve_input_example_and_signature
  from mlflow.utils.autologging_utils.safety import AutologgingSession, _wrap_patch
  from mlflow.utils.autologging_utils.versioning import FLAVOR_TO_MODULE_NAME_AND_VERSION_INFO_KEY, _check_version_in_range, _is_pre_or_dev_release, _strip_dev_version_suffix, _violates_pep_440, is_flavor_supported_for_associated_package_versions
  from tests.autologging.fixtures import test_mode_off
label_desc: Use image node_id 3 for calling a global function with example usage: test_log_fn_args_as_params(args, kwargs, expected, start_run) without return types