code: def with_array(
      layer: Model[ArrayTXd, ArrayTXd], pad: int = 0
  ) -> Model[SeqT, SeqT]:
      """Transform sequence data into a contiguous array on the way into and
      out of a model. Handles a variety of sequence types: lists, padded and ragged.
      If the input is an array, it is passed through unchanged.
      """
      model: Model[SeqT, SeqT] = Model(
          f"with_array({layer.name})",
          forward,
          init=init,
          layers=[layer],
          attrs={"pad": pad},
          dims={
              name: layer.maybe_get_dim(name)
              for name in layer.dim_names
          },
      )
      return model
  
file_path: thinc/thinc/layers/with_array.py
imports: from typing import Callable, Optional, Tuple, TypeVar, Union, cast
  from ..backends import NumpyOps
  from ..config import registry
  from ..model import Model
  from ..types import Array3d, ArrayXd, ListXd, Padded, Ragged
label_desc: Use image node_id 1 for calling a global function with example usage: with_array(layer, pad) and returns: model