class_docstr: A class that directly prints to console.
code: def log_params(
      self, params: Mapping[str, Any], prefix: Optional[str] = None
  ) -> None:  # noqa: D102
      if not self.track_parameters:
          return
  
      for key, value in flatten_dictionary(dictionary=params).items():
          if not self.parameter_filter or self.parameter_filter.match(
              key
          ):
              self.write(f"Parameter: {key} = {value}")
  
imports: import logging
  import re
  from collections import defaultdict
  from typing import Any, Iterable, List, Mapping, MutableMapping, Optional, Pattern, Union
  from tqdm.auto import tqdm
  from ..utils import flatten_dictionary
label_desc: Use image node_id 3 for calling the ConsoleResultTracker obj's underlying member method code with example usage: obj.log_params(params, prefix) without return types