import importlib import os import fsspec import pytest from fsspec import register_implementation from fsspec.registry import _registry as _fsspec_registry from datasets.filesystems import COMPRESSION_FILESYSTEMS, extract_path_from_uri, is_remote_filesystem from .utils import require_lz4, require_zstandard def test_mockfs(mockfs): assert "mock" in _fsspec_registry assert "bz2" in _fsspec_registry def test_non_mockfs(): assert "mock" not in _fsspec_registry assert "bz2" in _fsspec_registry def test_extract_path_from_uri(): mock_bucket = "mock-s3-bucket" dataset_path = f"s3://{mock_bucket}" dataset_path = extract_path_from_uri(dataset_path) assert dataset_path.startswith("s3://") is False dataset_path = "./local/path" new_dataset_path = extract_path_from_uri(dataset_path) assert dataset_path == new_dataset_path def test_is_remote_filesystem(mockfs): is_remote = is_remote_filesystem(mockfs) assert is_remote is True fs = fsspec.filesystem("file") is_remote = is_remote_filesystem(fs) assert is_remote is False @pytest.mark.parametrize("compression_fs_class", COMPRESSION_FILESYSTEMS) def test_compression_filesystems(compression_fs_class, gz_file, bz2_file, lz4_file, zstd_file, xz_file, text_file): input_paths = {"gzip": gz_file, "xz": xz_file, "zstd": zstd_file, "bz2": bz2_file, "lz4": lz4_file} input_path = input_paths[compression_fs_class.protocol] if input_path is None: reason = f"for '{compression_fs_class.protocol}' compression protocol, " if compression_fs_class.protocol == "lz4": reason += require_lz4.kwargs["reason"] elif compression_fs_class.protocol == "zstd": reason += require_zstandard.kwargs["reason"] pytest.skip(reason) fs = fsspec.filesystem(compression_fs_class.protocol, fo=input_path) assert isinstance(fs, compression_fs_class) expected_filename = os.path.basename(input_path) expected_filename = expected_filename[: expected_filename.rindex(".")] assert fs.glob("*") == [expected_filename] with fs.open(expected_filename, "r", encoding="utf-8") as f, open(text_file, encoding="utf-8") as expected_file: assert f.read() == expected_file.read() @pytest.mark.parametrize("protocol", ["zip", "gzip"]) def test_fs_isfile(protocol, zip_jsonl_path, jsonl_gz_path): compressed_file_paths = {"zip": zip_jsonl_path, "gzip": jsonl_gz_path} compressed_file_path = compressed_file_paths[protocol] member_file_path = "dataset.jsonl" path = f"{protocol}://{member_file_path}::{compressed_file_path}" fs, *_ = fsspec.get_fs_token_paths(path) assert fs.isfile(member_file_path) assert not fs.isfile("non_existing_" + member_file_path) def test_fs_overwrites(): protocol = "bz2" # Import module import datasets.filesystems # Overwrite protocol and reload register_implementation(protocol, None, clobber=True) with pytest.warns(UserWarning) as warning_info: importlib.reload(datasets.filesystems) assert len(warning_info) == 1 assert ( str(warning_info[0].message) == f"A filesystem protocol was already set for {protocol} and will be overwritten." )