code: def create_context(
      self,
  ) -> ManagedCollisionEmbeddingCollectionContext:
      return ManagedCollisionEmbeddingCollectionContext(
          sharding_contexts=[]
      )
  
imports: from dataclasses import dataclass
  from typing import Dict, Optional, Type, Union
  import torch
  from torchrec.distributed.embedding import EmbeddingCollectionContext, EmbeddingCollectionSharder, ShardedEmbeddingCollection
  from torchrec.distributed.embedding_types import KJTList
  from torchrec.distributed.mc_embedding_modules import BaseManagedCollisionEmbeddingCollectionSharder, BaseShardedManagedCollisionEmbeddingCollection
  from torchrec.distributed.mc_modules import ManagedCollisionCollectionSharder
  from torchrec.distributed.types import ParameterSharding, QuantizedCommCodecs, ShardingEnv
  from torchrec.modules.mc_embedding_modules import ManagedCollisionEmbeddingCollection
label_desc: Use image node_id 2 for calling the ShardedManagedCollisionEmbeddingCollection obj's underlying member method code with example usage: obj.create_context() and returns: ManagedCollisionEmbeddingCollectionContext