<commit_before>""" isort:skip_file """
from __future__ import annotations

import pickle
import numpy as np

from typing import Any

import pytest
from packaging.version import Version

dask = pytest.importorskip("dask")  # isort:skip
distributed = pytest.importorskip("distributed")  # isort:skip

from dask.distributed import Client, Lock
from distributed.client import futures_of
from distributed.utils_test import cluster, gen_cluster, loop, cleanup  # noqa: F401

import xarray as xr
from xarray.backends.locks import HDF5_LOCK, CombinedLock
from xarray.tests.test_backends import (
    ON_WINDOWS,
    create_tmp_file,
    create_tmp_geotiff,
    open_example_dataset,
)
from xarray.tests.test_dataset import create_test_data

from . import (
    assert_allclose,
    assert_identical,<commit_msg>Temporarily import `loop_in_thread` fixture from `distributed` (#6884)<commit_after>""" isort:skip_file """
from __future__ import annotations

import pickle
import numpy as np

from typing import Any

import pytest
from packaging.version import Version

dask = pytest.importorskip("dask")  # isort:skip
distributed = pytest.importorskip("distributed")  # isort:skip

from dask.distributed import Client, Lock
from distributed.client import futures_of
from distributed.utils_test import (  # noqa: F401
    cluster,
    gen_cluster,
    loop,
    cleanup,
    loop_in_thread,
)

import xarray as xr
from xarray.backends.locks import HDF5_LOCK, CombinedLock
from xarray.tests.test_backends import (
    ON_WINDOWS,
    create_tmp_file,
    create_tmp_geotiff,
    open_example_dataset,
)
from xarray.tests.test_dataset import create_test_data

from . import (
    assert_allclose,
    assert_identical,
{'fraction_non_alphanumeric': 0.06866197183098592, 'fraction_numerical': 0.007042253521126761, 'mean_word_length': 5.046099290780142, 'pattern_counts': {'":': 0, '<': 3, '<?xml version=': 0, '>': 3, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '4491195', 'n_tokens_mistral': 554, 'n_tokens_neox': 532, 'n_words': 146}