code: def add_sampler_arguments(
      parser: argparse.ArgumentParser,
  ) -> argparse.ArgumentParser:
      """Add sampler arguments to parser from SAMPLER_REGISTRY,
      BaseSampler, and BaseSamplerDDP"""
      parser = SAMPLER_REGISTRY.all_arguments(parser)
      parser = BaseSampler.add_arguments(parser)
      parser = BaseSamplerDDP.add_arguments(parser)
      return parser
  
imports: import argparse
  from typing import Callable, Dict, Mapping, Optional, Union
  from torch.utils.data.sampler import Sampler
  from data.sampler.base_sampler import BaseSampler, BaseSamplerDDP
  from utils.registry import Registry
label_desc: Use image node_id 2 for calling a global function with example usage: add_sampler_arguments(parser) and returns: parser