code: def __init__(self, input_params: List[ArgCb]):
      super().__init__()
      self.input_params = input_params
      self.arg_input_data = None
      self.expanded_params_data = None
  
imports: import os
  import random
  import numpy
  from typing import List, Union, Callable, Optional
  from dataclasses import dataclass, field
  from nvidia.dali import pipeline_def
  import nvidia.dali.fn
  from nvidia.dali import types
  import nvidia.dali.tensors
  from test_utils import get_dali_extra_path, check_batch
label_desc: Use image node_id 1 to create a new ParamsProvider object from inherited base classes: ParamsProviderBase with example: obj = ParamsProvider(input_params)