code: def test_read_binary_files_partitioning(
      ray_start_regular_shared, tmp_path
  ):
      os.mkdir(os.path.join(tmp_path, "country=us"))
      path = os.path.join(tmp_path, "country=us", "file.bin")
      with open(path, "wb") as f:
          f.write(b"foo")
  
      ds = ray.data.read_binary_files(
          path, partitioning=Partitioning("hive")
      )
  
      assert ds.take() == [{"bytes": b"foo", "country": "us"}]
  
      ds = ray.data.read_binary_files(
          path, include_paths=True, partitioning=Partitioning("hive")
      )
  
      assert ds.take() == [
          {"bytes": b"foo", "path": path, "country": "us"}
      ]
  
imports: import os
  from io import BytesIO
  import pandas
  import pyarrow
  import pytest
  import requests
  import snappy
  import ray
  from ray.data.datasource import BaseFileMetadataProvider, FastFileMetadataProvider, Partitioning, PartitionStyle, PathPartitionFilter
  from ray.data.tests.conftest import *
  from ray.data.tests.mock_http_server import *
  from ray.data.tests.test_partitioning import PathPartitionEncoder
  from ray.data.tests.util import Counter, extract_values, gen_bin_files
  from ray.tests.conftest import *
label_desc: Use image node_id 1 for calling a global function with example usage: test_read_binary_files_partitioning(ray_start_regular_shared, tmp_path) without return types