code: def write_to_file(self, dataset: Dataset, path: Path) -> None:
      options = pa.ipc.IpcWriteOptions(compression=self.compression)
      if self.stream:
          writer = partial(pa.RecordBatchStreamWriter, options=options)
      else:
          writer = partial(pa.RecordBatchFileWriter, options=options)
  
      write_dataset(
          writer,
          dataset,
          path,
          self.metadata,
          flatten_arrays=self.flatten_arrays,
      )
  
imports: from dataclasses import dataclass, field
  from functools import partial, singledispatch
  from itertools import chain
  from pathlib import Path
  from typing import List, Set, Optional, Union
  from typing_extensions import Literal
  from toolz.curried import keyfilter, valmap
  import numpy
  import pandas
  import pyarrow
  import pyarrow.parquet
  from gluonts.dataset import Dataset, DatasetWriter
  from gluonts.itertools import batcher, rows_to_columns
label_desc: Use image node_id 1 for calling the ArrowWriter obj's underlying member method code with example usage: obj.write_to_file(dataset, path) without return types