code: def remap_ids(
      mapping_table: Dict[Any, int] = {},
      default: int = 0,
      dtype: DTypes = "i",
  ) -> Model[InT_v1, OutT_v1]:
      """Remap string or integer inputs using a mapping table, usually as a
      preprocess before embeddings. The mapping table can be passed in on input,
      or updated after the layer has been created. The mapping table is stored in
      the "mapping_table" attribute.
      """
      return Model(
          "remap_ids",
          forward,
          attrs={
              "mapping_table": mapping_table,
              "dtype": dtype,
              "default": default,
          },
      )
  
file_path: thinc/thinc/layers/remap_ids.py
imports: from typing import Any, Callable, Dict, Hashable, Optional, Sequence, Tuple, Union, cast
  from ..config import registry
  from ..model import Model
  from ..types import DTypes, Ints1d, Ints2d
  from ..util import is_xp_array, to_numpy
label_desc: Use image node_id 1 for calling a global function with example usage: remap_ids(mapping_table, default, dtype) and returns: Model