code: def test_audio_resampling(shared_datadir):
      audio_path = str(shared_datadir / "test_audio_44100.wav")
      audio = Audio(sampling_rate=16000)
      decoded_example = audio.decode_example(
          audio.encode_example(audio_path)
      )
      assert decoded_example.keys() == {
          "path",
          "array",
          "sampling_rate",
      }
      assert decoded_example["path"] == audio_path
      assert decoded_example["array"].shape == (73401,)
      assert decoded_example["sampling_rate"] == 16000
  
imports: import os
  import tarfile
  import pyarrow
  import pytest
  from datasets import Dataset, concatenate_datasets, load_dataset
  from datasets.features import Audio, Features, Sequence, Value
  from ..utils import require_sndfile
label_desc: Use image node_id 9 for calling a global function with example usage: test_audio_resampling(shared_datadir) without return types