code: def broadcast_to(
      input: ragged_tensor.RaggedOrDense,  # pylint: disable=redefined-builtin
      shape: dynamic_ragged_shape.DynamicRaggedShape,
  ) -> Union[ragged_tensor.RaggedTensor, tensor_lib.Tensor]:
      """Broadcasts a potentially ragged tensor to a ragged shape.
  
      Tiles `input` as necessary to match the given shape.
  
      Behavior is undefined if `input` is not broadcast-compatible with `shape`.
  
      Args:
        input: The potentially ragged tensor to broadcast.
        shape: A `DynamicRaggedShape`
  
      Returns:
        A potentially ragged tensor whose values are taken from
        `input`, and whose shape matches `shape`.
      """
      return dynamic_ragged_shape.broadcast_to(input, shape)
  
imports: from typing import Optional
  from typing import Union
  from tensorflow.python.framework import dtypes
  from tensorflow.python.framework import ops
  from tensorflow.python.framework import sparse_tensor
  from tensorflow.python.framework import tensor
  from tensorflow.python.framework import tensor_shape
  from tensorflow.python.framework import tensor_util
  from tensorflow.python.ops import array_ops
  from tensorflow.python.ops import array_ops_stack
  from tensorflow.python.ops import check_ops
  from tensorflow.python.ops import control_flow_ops
  from tensorflow.python.ops import data_flow_ops
  from tensorflow.python.ops import gen_ragged_array_ops
  from tensorflow.python.ops import math_ops
  from tensorflow.python.ops import sort_ops
  from tensorflow.python.ops.ragged import dynamic_ragged_shape
  from tensorflow.python.ops.ragged import ragged_functional_ops
  from tensorflow.python.ops.ragged import ragged_math_ops
  from tensorflow.python.ops.ragged import ragged_tensor
  from tensorflow.python.ops.ragged import ragged_util
  from tensorflow.python.ops.ragged import segment_id_ops
  from tensorflow.python.types import core
  from tensorflow.python.util import dispatch
  from tensorflow.python.util.tf_export import tf_export
label_desc: Use image node_id 21 for calling a global function with example usage: broadcast_to(input, shape) and returns: dynamic_ragged_shape