code: def get_codebooks_pattern_provider(
      n_q: int, cfg: omegaconf.DictConfig
  ) -> CodebooksPatternProvider:
      """Instantiate a codebooks pattern provider object."""
      pattern_providers = {
          "parallel": ParallelPatternProvider,
          "delay": DelayedPatternProvider,
          "unroll": UnrolledPatternProvider,
          "coarse_first": CoarseFirstPattern,
          "musiclm": MusicLMPattern,
      }
      name = cfg.modeling
      kwargs = (
          dict_from_config(cfg.get(name)) if hasattr(cfg, name) else {}
      )
      klass = pattern_providers[name]
      return klass(n_q, **kwargs)
  
imports: import typing
  import audiocraft
  import omegaconf
  import torch
  from .encodec import CompressionModel, EncodecModel, InterleaveStereoCompressionModel
  from .lm import LMModel
  from .lm_magnet import MagnetLMModel
  from ..modules.codebooks_patterns import CodebooksPatternProvider, DelayedPatternProvider, MusicLMPattern, ParallelPatternProvider, UnrolledPatternProvider, CoarseFirstPattern
  from ..modules.conditioners import BaseConditioner, ChromaStemConditioner, CLAPEmbeddingConditioner, ConditionFuser, ConditioningProvider, LUTConditioner, T5Conditioner
  from .unet import DiffusionUnet
  from ..None import quantization
  from ..utils.utils import dict_from_config
  from ..modules.diffusion_schedule import MultiBandProcessor, SampleProcessor
label_desc: Use image node_id 7 for calling a global function with example usage: get_codebooks_pattern_provider(n_q, cfg) and returns: klass