code: def __init__(self):
      pass
  
imports: from collections.abc import Iterator
  from typing import Dict, Optional
  import numpy
  from pytext.config.component import Component, ComponentType
label_desc: Use image node_id 2 to create a new BaseBatchSampler object from inherited base classes: Component with example: obj = BaseBatchSampler()