Improve default patterns resolution

src/datasets/arrow_dataset.py

@@ -59,6 +59,7 @@
 import pandas as pd
 import pyarrow as pa
 import pyarrow.compute as pc
+from fsspec.core import url_to_fs
 from huggingface_hub import CommitInfo, CommitOperationAdd, CommitOperationDelete, DatasetCard, DatasetCardData, HfApi
 from multiprocess import Pool
 from tqdm.contrib.concurrent import thread_map
@@ -1504,7 +1505,7 @@ def save_to_disk(
         num_shards = num_shards if num_shards is not None else num_proc
 
         fs: fsspec.AbstractFileSystem
-        fs, _, _ = fsspec.get_fs_token_paths(dataset_path, storage_options=storage_options)
+        fs, _ = url_to_fs(dataset_path, **(storage_options or {}))
 
         if not is_remote_filesystem(fs):
             parent_cache_files_paths = {
@@ -1694,7 +1695,7 @@ def load_from_disk(
             storage_options = fs.storage_options
 
         fs: fsspec.AbstractFileSystem
-        fs, _, [dataset_path] = fsspec.get_fs_token_paths(dataset_path, storage_options=storage_options)
+        fs, dataset_path = url_to_fs(dataset_path, **(storage_options or {}))
 
         dest_dataset_path = dataset_path
         dataset_dict_json_path = posixpath.join(dest_dataset_path, config.DATASETDICT_JSON_FILENAME)

src/datasets/arrow_writer.py

@@ -24,6 +24,7 @@
 import numpy as np
 import pyarrow as pa
 import pyarrow.parquet as pq
+from fsspec.core import url_to_fs
 
 from . import config
 from .features import Features, Image, Value
@@ -327,14 +328,10 @@ def __init__(
         self._disable_nullable = disable_nullable
 
         if stream is None:
-            fs_token_paths = fsspec.get_fs_token_paths(path, storage_options=storage_options)
-            self._fs: fsspec.AbstractFileSystem = fs_token_paths[0]
-            self._path = (
-                fs_token_paths[2][0]
-                if not is_remote_filesystem(self._fs)
-                else self._fs.unstrip_protocol(fs_token_paths[2][0])
-            )
-            self.stream = self._fs.open(fs_token_paths[2][0], "wb")
+            fs, path = url_to_fs(path, **(storage_options or {}))
+            self._fs: fsspec.AbstractFileSystem = fs
+            self._path = path if not is_remote_filesystem(self._fs) else self._fs.unstrip_protocol(path)
+            self.stream = self._fs.open(path, "wb")
             self._closable_stream = True
         else:
             self._fs = None
@@ -681,7 +678,7 @@ def finalize(self, metrics_query_result: dict):
         """
 
         # Beam FileSystems require the system's path separator in the older versions
-        fs, _, [parquet_path] = fsspec.get_fs_token_paths(self._parquet_path)
+        fs, parquet_path = url_to_fs(self._parquet_path)
         parquet_path = str(Path(parquet_path)) if not is_remote_filesystem(fs) else fs.unstrip_protocol(parquet_path)
 
         shards = fs.glob(parquet_path + "*.parquet")

src/datasets/builder.py

@@ -34,6 +34,7 @@
 
 import fsspec
 import pyarrow as pa
+from fsspec.core import url_to_fs
 from multiprocess import Pool
 from tqdm.contrib.concurrent import thread_map
 
@@ -883,7 +884,7 @@ def download_and_prepare(
 
         output_dir = output_dir if output_dir is not None else self._cache_dir
         # output_dir can be a remote bucket on GCS or S3 (when using BeamBasedBuilder for distributed data processing)
-        fs, _, [output_dir] = fsspec.get_fs_token_paths(output_dir, storage_options=storage_options)
+        fs, output_dir = url_to_fs(output_dir, **(storage_options or {}))
         self._fs = fs
         self._output_dir = output_dir if not is_remote_filesystem(self._fs) else self._fs.unstrip_protocol(output_dir)
 

src/datasets/data_files.py

@@ -6,7 +6,7 @@
 from typing import Callable, Dict, List, Optional, Set, Tuple, Union
 
 import huggingface_hub
-from fsspec import get_fs_token_paths
+from fsspec.core import url_to_fs
 from fsspec.implementations.http import HTTPFileSystem
 from huggingface_hub import HfFileSystem
 from packaging import version
@@ -46,36 +46,57 @@ class EmptyDatasetError(FileNotFoundError):
 }
 NON_WORDS_CHARS = "-._ 0-9"
 if config.FSSPEC_VERSION < version.parse("2023.9.0"):
-    KEYWORDS_IN_PATH_NAME_BASE_PATTERNS = ["{keyword}[{sep}/]**", "**[{sep}/]{keyword}[{sep}/]**"]
+    KEYWORDS_IN_FILENAME_BASE_PATTERNS = ["**[{sep}/]{keyword}[{sep}]*", "{keyword}[{sep}]*"]
+    KEYWORDS_IN_DIR_NAME_BASE_PATTERNS = [
+        "{keyword}/**",
+        "{keyword}[{sep}]*/**",
+        "**[{sep}/]{keyword}/**",
+        "**[{sep}/]{keyword}[{sep}]*/**",
+    ]
 elif config.FSSPEC_VERSION < version.parse("2023.12.0"):
-    KEYWORDS_IN_PATH_NAME_BASE_PATTERNS = ["{keyword}[{sep}/]**", "**/*[{sep}/]{keyword}[{sep}/]**"]
+    KEYWORDS_IN_FILENAME_BASE_PATTERNS = ["**/*[{sep}/]{keyword}[{sep}]*", "{keyword}[{sep}]*"]
+    KEYWORDS_IN_DIR_NAME_BASE_PATTERNS = [
+        "{keyword}/**/*",
+        "{keyword}[{sep}]*/**/*",
+        "**/*[{sep}/]{keyword}/**/*",
+        "**/*[{sep}/]{keyword}[{sep}]*/**/*",
+    ]
 else:
-    KEYWORDS_IN_PATH_NAME_BASE_PATTERNS = [
-        "**/{keyword}[{sep}]*",
+    KEYWORDS_IN_FILENAME_BASE_PATTERNS = ["**/{keyword}[{sep}]*", "**/*[{sep}]{keyword}[{sep}]*"]
+    KEYWORDS_IN_DIR_NAME_BASE_PATTERNS = [
         "**/{keyword}/**",
-        "**/*[{sep}]{keyword}[{sep}]*",
-        "**/*[{sep}]{keyword}[{sep}]*/**",
         "**/{keyword}[{sep}]*/**",
         "**/*[{sep}]{keyword}/**",
+        "**/*[{sep}]{keyword}[{sep}]*/**",
     ]
 
 DEFAULT_SPLITS = [Split.TRAIN, Split.VALIDATION, Split.TEST]
-DEFAULT_PATTERNS_SPLIT_IN_PATH_NAME = {
+DEFAULT_PATTERNS_SPLIT_IN_FILENAME = {
     split: [
         pattern.format(keyword=keyword, sep=NON_WORDS_CHARS)
         for keyword in SPLIT_KEYWORDS[split]
-        for pattern in KEYWORDS_IN_PATH_NAME_BASE_PATTERNS
+        for pattern in KEYWORDS_IN_FILENAME_BASE_PATTERNS
     ]
     for split in DEFAULT_SPLITS
 }
+DEFAULT_PATTERNS_SPLIT_IN_DIR_NAME = {
+    split: [
+        pattern.format(keyword=keyword, sep=NON_WORDS_CHARS)
+        for keyword in SPLIT_KEYWORDS[split]
+        for pattern in KEYWORDS_IN_DIR_NAME_BASE_PATTERNS
+    ]
+    for split in DEFAULT_SPLITS
+}
+
 
 DEFAULT_PATTERNS_ALL = {
     Split.TRAIN: ["**"],
 }
 
 ALL_SPLIT_PATTERNS = [SPLIT_PATTERN_SHARDED]
 ALL_DEFAULT_PATTERNS = [
-    DEFAULT_PATTERNS_SPLIT_IN_PATH_NAME,
+    DEFAULT_PATTERNS_SPLIT_IN_DIR_NAME,
+    DEFAULT_PATTERNS_SPLIT_IN_FILENAME,
     DEFAULT_PATTERNS_ALL,
 ]
 if config.FSSPEC_VERSION < version.parse("2023.9.0"):
@@ -351,7 +372,7 @@ def resolve_pattern(
     else:
         base_path = ""
     pattern, storage_options = _prepare_path_and_storage_options(pattern, download_config=download_config)
-    fs, _, _ = get_fs_token_paths(pattern, storage_options=storage_options)
+    fs, *_ = url_to_fs(pattern, **storage_options)
     fs_base_path = base_path.split("::")[0].split("://")[-1] or fs.root_marker
     fs_pattern = pattern.split("::")[0].split("://")[-1]
     files_to_ignore = set(FILES_TO_IGNORE) - {xbasename(pattern)}
@@ -409,7 +430,7 @@ def get_data_patterns(base_path: str, download_config: Optional[DownloadConfig]
 
     Output:
 
-        {"train": ["**"]}
+        {'train': ['**']}
 
     Input:
 
@@ -435,8 +456,8 @@ def get_data_patterns(base_path: str, download_config: Optional[DownloadConfig]
 
     Output:
 
-        {'train': ['train[-._ 0-9/]**', '**/*[-._ 0-9/]train[-._ 0-9/]**', 'training[-._ 0-9/]**', '**/*[-._ 0-9/]training[-._ 0-9/]**'],
-         'test': ['test[-._ 0-9/]**', '**/*[-._ 0-9/]test[-._ 0-9/]**', 'testing[-._ 0-9/]**', '**/*[-._ 0-9/]testing[-._ 0-9/]**', ...]}
+        {'train': ['**/train[-._ 0-9]*', '**/*[-._ 0-9]train[-._ 0-9]*', '**/training[-._ 0-9]*', '**/*[-._ 0-9]training[-._ 0-9]*'],
+         'test': ['**/test[-._ 0-9]*', '**/*[-._ 0-9]test[-._ 0-9]*', '**/testing[-._ 0-9]*', '**/*[-._ 0-9]testing[-._ 0-9]*', ...]}
 
     Input:
 
@@ -454,8 +475,8 @@ def get_data_patterns(base_path: str, download_config: Optional[DownloadConfig]
 
     Output:
 
-        {'train': ['train[-._ 0-9/]**', '**/*[-._ 0-9/]train[-._ 0-9/]**', 'training[-._ 0-9/]**', '**/*[-._ 0-9/]training[-._ 0-9/]**'],
-         'test': ['test[-._ 0-9/]**', '**/*[-._ 0-9/]test[-._ 0-9/]**', 'testing[-._ 0-9/]**', '**/*[-._ 0-9/]testing[-._ 0-9/]**', ...]}
+        {'train': ['**/train/**', '**/train[-._ 0-9]*/**', '**/*[-._ 0-9]train/**', '**/*[-._ 0-9]train[-._ 0-9]*/**', ...],
+         'test': ['**/test/**', '**/test[-._ 0-9]*/**', '**/*[-._ 0-9]test/**', '**/*[-._ 0-9]test[-._ 0-9]*/**', ...]}
 
     Input:
 
@@ -504,7 +525,7 @@ def _get_single_origin_metadata(
     download_config: Optional[DownloadConfig] = None,
 ) -> Tuple[str]:
     data_file, storage_options = _prepare_path_and_storage_options(data_file, download_config=download_config)
-    fs, _, _ = get_fs_token_paths(data_file, storage_options=storage_options)
+    fs, *_ = url_to_fs(data_file, **storage_options)
     if isinstance(fs, HfFileSystem):
         resolved_path = fs.resolve_path(data_file)
         return (resolved_path.repo_id, resolved_path.revision)

src/datasets/dataset_dict.py

@@ -12,6 +12,7 @@
 
 import fsspec
 import numpy as np
+from fsspec.core import url_to_fs
 from huggingface_hub import (
     CommitInfo,
     CommitOperationAdd,
@@ -1280,7 +1281,7 @@ def save_to_disk(
             storage_options = fs.storage_options
 
         fs: fsspec.AbstractFileSystem
-        fs, _, _ = fsspec.get_fs_token_paths(dataset_dict_path, storage_options=storage_options)
+        fs, _ = url_to_fs(dataset_dict_path, **(storage_options or {}))
 
         if num_shards is None:
             num_shards = {k: None for k in self}
@@ -1354,7 +1355,7 @@ def load_from_disk(
             storage_options = fs.storage_options
 
         fs: fsspec.AbstractFileSystem
-        fs, _, [dataset_dict_path] = fsspec.get_fs_token_paths(dataset_dict_path, storage_options=storage_options)
+        fs, dataset_dict_path = url_to_fs(dataset_dict_path, **(storage_options or {}))
 
         dataset_dict_json_path = posixpath.join(dataset_dict_path, config.DATASETDICT_JSON_FILENAME)
         dataset_state_json_path = posixpath.join(dataset_dict_path, config.DATASET_STATE_JSON_FILENAME)

src/datasets/download/streaming_download_manager.py

@@ -16,6 +16,7 @@
 
 import fsspec
 from aiohttp.client_exceptions import ClientError
+from fsspec.core import url_to_fs
 from huggingface_hub.utils import EntryNotFoundError
 from packaging import version
 
@@ -159,7 +160,7 @@ def xexists(urlpath: str, download_config: Optional[DownloadConfig] = None):
     else:
         urlpath, storage_options = _prepare_path_and_storage_options(urlpath, download_config=download_config)
         main_hop, *rest_hops = urlpath.split("::")
-        fs, *_ = fsspec.get_fs_token_paths(urlpath, storage_options=storage_options)
+        fs, *_ = url_to_fs(urlpath, **storage_options)
         return fs.exists(main_hop)
 
 
@@ -259,7 +260,7 @@ def xisfile(path, download_config: Optional[DownloadConfig] = None) -> bool:
     else:
         path, storage_options = _prepare_path_and_storage_options(path, download_config=download_config)
         main_hop, *rest_hops = path.split("::")
-        fs, *_ = fsspec.get_fs_token_paths(path, storage_options=storage_options)
+        fs, *_ = url_to_fs(path, **storage_options)
         return fs.isfile(main_hop)
 
 
@@ -279,7 +280,7 @@ def xgetsize(path, download_config: Optional[DownloadConfig] = None) -> int:
     else:
         path, storage_options = _prepare_path_and_storage_options(path, download_config=download_config)
         main_hop, *rest_hops = path.split("::")
-        fs, *_ = fsspec.get_fs_token_paths(path, storage_options=storage_options)
+        fs, *_ = fs, *_ = url_to_fs(path, **storage_options)
         try:
             size = fs.size(main_hop)
         except EntryNotFoundError:
@@ -307,7 +308,7 @@ def xisdir(path, download_config: Optional[DownloadConfig] = None) -> bool:
     else:
         path, storage_options = _prepare_path_and_storage_options(path, download_config=download_config)
         main_hop, *rest_hops = path.split("::")
-        fs, *_ = fsspec.get_fs_token_paths(path, storage_options=storage_options)
+        fs, *_ = fs, *_ = url_to_fs(path, **storage_options)
         inner_path = main_hop.split("://")[-1]
         if not inner_path.strip("/"):
             return True
@@ -546,7 +547,7 @@ def xlistdir(path: str, download_config: Optional[DownloadConfig] = None) -> Lis
         # globbing inside a zip in a private repo requires authentication
         path, storage_options = _prepare_path_and_storage_options(path, download_config=download_config)
         main_hop, *rest_hops = path.split("::")
-        fs, *_ = fsspec.get_fs_token_paths(path, storage_options=storage_options)
+        fs, *_ = url_to_fs(path, **storage_options)
         inner_path = main_hop.split("://")[-1]
         if inner_path.strip("/") and not fs.isdir(inner_path):
             raise FileNotFoundError(f"Directory doesn't exist: {path}")
@@ -573,11 +574,7 @@ def xglob(urlpath, *, recursive=False, download_config: Optional[DownloadConfig]
         # globbing inside a zip in a private repo requires authentication
         urlpath, storage_options = _prepare_path_and_storage_options(urlpath, download_config=download_config)
         main_hop, *rest_hops = urlpath.split("::")
-        fs, *_ = fsspec.get_fs_token_paths(urlpath, storage_options=storage_options)
-        # - If there's no "*" in the pattern, get_fs_token_paths() doesn't do any pattern matching
-        #   so to be able to glob patterns like "[0-9]", we have to call `fs.glob`.
-        # - Also "*" in get_fs_token_paths() only matches files: we have to call `fs.glob` to match directories.
-        # - If there is "**" in the pattern, `fs.glob` must be called anyway.
+        fs, *_ = url_to_fs(urlpath, **storage_options)
         inner_path = main_hop.split("://")[1]
         globbed_paths = fs.glob(inner_path)
         protocol = fs.protocol if isinstance(fs.protocol, str) else fs.protocol[-1]
@@ -603,7 +600,7 @@ def xwalk(urlpath, download_config: Optional[DownloadConfig] = None, **kwargs):
         # walking inside a zip in a private repo requires authentication
         urlpath, storage_options = _prepare_path_and_storage_options(urlpath, download_config=download_config)
         main_hop, *rest_hops = urlpath.split("::")
-        fs, *_ = fsspec.get_fs_token_paths(urlpath, storage_options=storage_options)
+        fs, *_ = url_to_fs(urlpath, **storage_options)
         inner_path = main_hop.split("://")[-1]
         if inner_path.strip("/") and not fs.isdir(inner_path):
             return []
@@ -659,11 +656,7 @@ def glob(self, pattern, download_config: Optional[DownloadConfig] = None):
                 posix_path = "::".join([main_hop, urlpath, *rest_hops[1:]])
             else:
                 storage_options = None
-            fs, *_ = fsspec.get_fs_token_paths(xjoin(posix_path, pattern), storage_options=storage_options)
-            # - If there's no "*" in the pattern, get_fs_token_paths() doesn't do any pattern matching
-            #   so to be able to glob patterns like "[0-9]", we have to call `fs.glob`.
-            # - Also "*" in get_fs_token_paths() only matches files: we have to call `fs.glob` to match directories.
-            # - If there is "**" in the pattern, `fs.glob` must be called anyway.
+            fs, *_ = url_to_fs(xjoin(posix_path, pattern), **(storage_options or {}))
             globbed_paths = fs.glob(xjoin(main_hop, pattern))
             for globbed_path in globbed_paths:
                 yield type(self)("::".join([f"{fs.protocol}://{globbed_path}"] + rest_hops))

src/datasets/filesystems/__init__.py

@@ -1,6 +1,5 @@
 import importlib
 import shutil
-import threading
 import warnings
 from typing import List
 
@@ -68,19 +67,3 @@ def rename(fs: fsspec.AbstractFileSystem, src: str, dst: str):
         shutil.move(fs._strip_protocol(src), fs._strip_protocol(dst))
     else:
         fs.mv(src, dst, recursive=True)
-
-
-def _reset_fsspec_lock() -> None:
-    """
-    Clear reference to the loop and thread.
-    This is necessary otherwise HTTPFileSystem hangs in the ML training loop.
-    Only required for fsspec >= 0.9.0
-    See https://github.com/fsspec/gcsfs/issues/379
-    """
-    if hasattr(fsspec.asyn, "reset_lock"):
-        # for future fsspec>2022.05.0
-        fsspec.asyn.reset_lock()
-    else:
-        fsspec.asyn.iothread[0] = None
-        fsspec.asyn.loop[0] = None
-        fsspec.asyn.lock = threading.Lock()

src/datasets/info.py

@@ -39,6 +39,7 @@
 from typing import ClassVar, Dict, List, Optional, Union
 
 import fsspec
+from fsspec.core import url_to_fs
 from huggingface_hub import DatasetCard, DatasetCardData
 
 from . import config
@@ -251,7 +252,7 @@ def write_to_directory(
             storage_options = fs.storage_options
 
         fs: fsspec.AbstractFileSystem
-        fs, _, _ = fsspec.get_fs_token_paths(dataset_info_dir, storage_options=storage_options)
+        fs, *_ = url_to_fs(dataset_info_dir, **(storage_options or {}))
         with fs.open(posixpath.join(dataset_info_dir, config.DATASET_INFO_FILENAME), "wb") as f:
             self._dump_info(f, pretty_print=pretty_print)
         if self.license:
@@ -347,7 +348,7 @@ def from_directory(
             storage_options = fs.storage_options
 
         fs: fsspec.AbstractFileSystem
-        fs, _, _ = fsspec.get_fs_token_paths(dataset_info_dir, storage_options=storage_options)
+        fs, *_ = url_to_fs(dataset_info_dir, **(storage_options or {}))
         logger.info(f"Loading Dataset info from {dataset_info_dir}")
         if not dataset_info_dir:
             raise ValueError("Calling DatasetInfo.from_directory() with undefined dataset_info_dir.")

src/datasets/iterable_dataset.py

@@ -9,14 +9,14 @@
 from itertools import cycle, islice
 from typing import Any, Callable, Dict, Iterable, Iterator, List, Optional, Tuple, Union
 
+import fsspec.asyn
 import numpy as np
 import pyarrow as pa
 
 from . import config
 from .arrow_dataset import Dataset, DatasetInfoMixin
 from .features import Features
 from .features.features import FeatureType, _align_features, _check_if_features_can_be_aligned, cast_to_python_objects
-from .filesystems import _reset_fsspec_lock
 from .formatting import PythonFormatter, TensorFormatter, get_format_type_from_alias, get_formatter
 from .info import DatasetInfo
 from .splits import NamedSplit
@@ -1257,8 +1257,9 @@ def n_shards(self) -> int:
 
     def _iter_pytorch(self):
         ex_iterable = self._prepare_ex_iterable_for_iteration()
-        # fix for fsspec when using multiprocess
-        _reset_fsspec_lock()
+        # Fix for fsspec when using multiprocess to avoid hanging in the ML training loop. (only required for fsspec >= 0.9.0)
+        # See https://github.com/fsspec/gcsfs/issues/379
+        fsspec.asyn.reset_lock()
         # check if there aren't too many workers
         import torch.utils.data