code: def save(path, object, format=None, verbose=True, **kwargs):
      compression_fn = kwargs.get("compression_fn", None)
      compression_fn_kwargs = kwargs.get("compression_fn_kwargs", None)
  
      if compression_fn in compression_fn_map:
          validated_path = compression_utils.get_validated_path(
              path, compression_fn
          )
      else:
          raise ValueError(
              f"compression_fn={compression_fn} is not a valid compression_fn. Valid values: {compression_fn_map.keys()}"
          )
  
      def pickle_fn(o, buffer):
          return pickle.dump(o, buffer, protocol=4)
  
      save_with_fn(
          validated_path,
          object,
          pickle_fn,
          format=format,
          verbose=verbose,
          compression_fn=compression_fn,
          compression_fn_kwargs=compression_fn_kwargs,
      )
  
file_path: autogluon/common/src/autogluon/common/savers/save_pkl.py
imports: import logging
  import os
  import pickle
  import tempfile
  from ..utils import compression_utils, s3_utils
label_desc: Use image node_id 1 for calling a global function with example usage: save(path, object, format, verbose) and returns: pickle