Add files using upload-large-folder tool

env-llmeval/lib/python3.10/site-packages/aiosignal/__init__.py

@@ -0,0 +1,36 @@
+from frozenlist import FrozenList
+
+__version__ = "1.3.1"
+
+__all__ = ("Signal",)
+
+
+class Signal(FrozenList):
+    """Coroutine-based signal implementation.
+
+    To connect a callback to a signal, use any list method.
+
+    Signals are fired using the send() coroutine, which takes named
+    arguments.
+    """
+
+    __slots__ = ("_owner",)
+
+    def __init__(self, owner):
+        super().__init__()
+        self._owner = owner
+
+    def __repr__(self):
+        return "<Signal owner={}, frozen={}, {!r}>".format(
+            self._owner, self.frozen, list(self)
+        )
+
+    async def send(self, *args, **kwargs):
+        """
+        Sends data to all registered receivers.
+        """
+        if not self.frozen:
+            raise RuntimeError("Cannot send non-frozen signal.")
+
+        for receiver in self:
+            await receiver(*args, **kwargs)  # type: ignore

env-llmeval/lib/python3.10/site-packages/aiosignal/__init__.pyi

@@ -0,0 +1,12 @@
+from typing import Any, Generic, TypeVar
+
+from frozenlist import FrozenList
+
+__all__ = ("Signal",)
+
+_T = TypeVar("_T")
+
+class Signal(FrozenList[_T], Generic[_T]):
+    def __init__(self, owner: Any) -> None: ...
+    def __repr__(self) -> str: ...
+    async def send(self, *args: Any, **kwargs: Any) -> None: ...

env-llmeval/lib/python3.10/site-packages/dateutil/zoneinfo/dateutil-zoneinfo.tar.gz

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d3ea52e7b6e968de0d884df1288193596fa95b803db4f92a18279a7398004475
+size 156400

env-llmeval/lib/python3.10/site-packages/fsspec/implementations/arrow.py

@@ -0,0 +1,306 @@
+import errno
+import io
+import os
+import secrets
+import shutil
+from contextlib import suppress
+from functools import cached_property, wraps
+from urllib.parse import parse_qs
+
+from fsspec.spec import AbstractFileSystem
+from fsspec.utils import (
+    get_package_version_without_import,
+    infer_storage_options,
+    mirror_from,
+    tokenize,
+)
+
+
+def wrap_exceptions(func):
+    @wraps(func)
+    def wrapper(*args, **kwargs):
+        try:
+            return func(*args, **kwargs)
+        except OSError as exception:
+            if not exception.args:
+                raise
+
+            message, *args = exception.args
+            if isinstance(message, str) and "does not exist" in message:
+                raise FileNotFoundError(errno.ENOENT, message) from exception
+            else:
+                raise
+
+    return wrapper
+
+
+PYARROW_VERSION = None
+
+
+class ArrowFSWrapper(AbstractFileSystem):
+    """FSSpec-compatible wrapper of pyarrow.fs.FileSystem.
+
+    Parameters
+    ----------
+    fs : pyarrow.fs.FileSystem
+
+    """
+
+    root_marker = "/"
+
+    def __init__(self, fs, **kwargs):
+        global PYARROW_VERSION
+        PYARROW_VERSION = get_package_version_without_import("pyarrow")
+        self.fs = fs
+        super().__init__(**kwargs)
+
+    @property
+    def protocol(self):
+        return self.fs.type_name
+
+    @cached_property
+    def fsid(self):
+        return "hdfs_" + tokenize(self.fs.host, self.fs.port)
+
+    @classmethod
+    def _strip_protocol(cls, path):
+        ops = infer_storage_options(path)
+        path = ops["path"]
+        if path.startswith("//"):
+            # special case for "hdfs://path" (without the triple slash)
+            path = path[1:]
+        return path
+
+    def ls(self, path, detail=False, **kwargs):
+        path = self._strip_protocol(path)
+        from pyarrow.fs import FileSelector
+
+        entries = [
+            self._make_entry(entry)
+            for entry in self.fs.get_file_info(FileSelector(path))
+        ]
+        if detail:
+            return entries
+        else:
+            return [entry["name"] for entry in entries]
+
+    def info(self, path, **kwargs):
+        path = self._strip_protocol(path)
+        [info] = self.fs.get_file_info([path])
+        return self._make_entry(info)
+
+    def exists(self, path):
+        path = self._strip_protocol(path)
+        try:
+            self.info(path)
+        except FileNotFoundError:
+            return False
+        else:
+            return True
+
+    def _make_entry(self, info):
+        from pyarrow.fs import FileType
+
+        if info.type is FileType.Directory:
+            kind = "directory"
+        elif info.type is FileType.File:
+            kind = "file"
+        elif info.type is FileType.NotFound:
+            raise FileNotFoundError(errno.ENOENT, os.strerror(errno.ENOENT), info.path)
+        else:
+            kind = "other"
+
+        return {
+            "name": info.path,
+            "size": info.size,
+            "type": kind,
+            "mtime": info.mtime,
+        }
+
+    @wrap_exceptions
+    def cp_file(self, path1, path2, **kwargs):
+        path1 = self._strip_protocol(path1).rstrip("/")
+        path2 = self._strip_protocol(path2).rstrip("/")
+
+        with self._open(path1, "rb") as lstream:
+            tmp_fname = f"{path2}.tmp.{secrets.token_hex(6)}"
+            try:
+                with self.open(tmp_fname, "wb") as rstream:
+                    shutil.copyfileobj(lstream, rstream)
+                self.fs.move(tmp_fname, path2)
+            except BaseException:  # noqa
+                with suppress(FileNotFoundError):
+                    self.fs.delete_file(tmp_fname)
+                raise
+
+    @wrap_exceptions
+    def mv(self, path1, path2, **kwargs):
+        path1 = self._strip_protocol(path1).rstrip("/")
+        path2 = self._strip_protocol(path2).rstrip("/")
+        self.fs.move(path1, path2)
+
+    mv_file = mv
+
+    @wrap_exceptions
+    def rm_file(self, path):
+        path = self._strip_protocol(path)
+        self.fs.delete_file(path)
+
+    @wrap_exceptions
+    def rm(self, path, recursive=False, maxdepth=None):
+        path = self._strip_protocol(path).rstrip("/")
+        if self.isdir(path):
+            if recursive:
+                self.fs.delete_dir(path)
+            else:
+                raise ValueError("Can't delete directories without recursive=False")
+        else:
+            self.fs.delete_file(path)
+
+    @wrap_exceptions
+    def _open(self, path, mode="rb", block_size=None, seekable=True, **kwargs):
+        if mode == "rb":
+            if seekable:
+                method = self.fs.open_input_file
+            else:
+                method = self.fs.open_input_stream
+        elif mode == "wb":
+            method = self.fs.open_output_stream
+        elif mode == "ab":
+            method = self.fs.open_append_stream
+        else:
+            raise ValueError(f"unsupported mode for Arrow filesystem: {mode!r}")
+
+        _kwargs = {}
+        if mode != "rb" or not seekable:
+            if int(PYARROW_VERSION.split(".")[0]) >= 4:
+                # disable compression auto-detection
+                _kwargs["compression"] = None
+        stream = method(path, **_kwargs)
+
+        return ArrowFile(self, stream, path, mode, block_size, **kwargs)
+
+    @wrap_exceptions
+    def mkdir(self, path, create_parents=True, **kwargs):
+        path = self._strip_protocol(path)
+        if create_parents:
+            self.makedirs(path, exist_ok=True)
+        else:
+            self.fs.create_dir(path, recursive=False)
+
+    @wrap_exceptions
+    def makedirs(self, path, exist_ok=False):
+        path = self._strip_protocol(path)
+        self.fs.create_dir(path, recursive=True)
+
+    @wrap_exceptions
+    def rmdir(self, path):
+        path = self._strip_protocol(path)
+        self.fs.delete_dir(path)
+
+    @wrap_exceptions
+    def modified(self, path):
+        path = self._strip_protocol(path)
+        return self.fs.get_file_info(path).mtime
+
+    def cat_file(self, path, start=None, end=None, **kwargs):
+        kwargs["seekable"] = start not in [None, 0]
+        return super().cat_file(path, start=None, end=None, **kwargs)
+
+    def get_file(self, rpath, lpath, **kwargs):
+        kwargs["seekable"] = False
+        super().get_file(rpath, lpath, **kwargs)
+
+
+@mirror_from(
+    "stream",
+    [
+        "read",
+        "seek",
+        "tell",
+        "write",
+        "readable",
+        "writable",
+        "close",
+        "size",
+        "seekable",
+    ],
+)
+class ArrowFile(io.IOBase):
+    def __init__(self, fs, stream, path, mode, block_size=None, **kwargs):
+        self.path = path
+        self.mode = mode
+
+        self.fs = fs
+        self.stream = stream
+
+        self.blocksize = self.block_size = block_size
+        self.kwargs = kwargs
+
+    def __enter__(self):
+        return self
+
+    def __exit__(self, *args):
+        return self.close()
+
+
+class HadoopFileSystem(ArrowFSWrapper):
+    """A wrapper on top of the pyarrow.fs.HadoopFileSystem
+    to connect it's interface with fsspec"""
+
+    protocol = "hdfs"
+
+    def __init__(
+        self,
+        host="default",
+        port=0,
+        user=None,
+        kerb_ticket=None,
+        replication=3,
+        extra_conf=None,
+        **kwargs,
+    ):
+        """
+
+        Parameters
+        ----------
+        host: str
+            Hostname, IP or "default" to try to read from Hadoop config
+        port: int
+            Port to connect on, or default from Hadoop config if 0
+        user: str or None
+            If given, connect as this username
+        kerb_ticket: str or None
+            If given, use this ticket for authentication
+        replication: int
+            set replication factor of file for write operations. default value is 3.
+        extra_conf: None or dict
+            Passed on to HadoopFileSystem
+        """
+        from pyarrow.fs import HadoopFileSystem
+
+        fs = HadoopFileSystem(
+            host=host,
+            port=port,
+            user=user,
+            kerb_ticket=kerb_ticket,
+            replication=replication,
+            extra_conf=extra_conf,
+        )
+        super().__init__(fs=fs, **kwargs)
+
+    @staticmethod
+    def _get_kwargs_from_urls(path):
+        ops = infer_storage_options(path)
+        out = {}
+        if ops.get("host", None):
+            out["host"] = ops["host"]
+        if ops.get("username", None):
+            out["user"] = ops["username"]
+        if ops.get("port", None):
+            out["port"] = ops["port"]
+        if ops.get("url_query", None):
+            queries = parse_qs(ops["url_query"])
+            if queries.get("replication", None):
+                out["replication"] = int(queries["replication"][0])
+        return out

env-llmeval/lib/python3.10/site-packages/fsspec/implementations/cache_mapper.py

@@ -0,0 +1,76 @@
+from __future__ import annotations
+
+import abc
+import hashlib
+
+from fsspec.implementations.local import make_path_posix
+
+
+class AbstractCacheMapper(abc.ABC):
+    """Abstract super-class for mappers from remote URLs to local cached
+    basenames.
+    """
+
+    @abc.abstractmethod
+    def __call__(self, path: str) -> str:
+        ...
+
+    def __eq__(self, other: object) -> bool:
+        # Identity only depends on class. When derived classes have attributes
+        # they will need to be included.
+        return isinstance(other, type(self))
+
+    def __hash__(self) -> int:
+        # Identity only depends on class. When derived classes have attributes
+        # they will need to be included.
+        return hash(type(self))
+
+
+class BasenameCacheMapper(AbstractCacheMapper):
+    """Cache mapper that uses the basename of the remote URL and a fixed number
+    of directory levels above this.
+
+    The default is zero directory levels, meaning different paths with the same
+    basename will have the same cached basename.
+    """
+
+    def __init__(self, directory_levels: int = 0):
+        if directory_levels < 0:
+            raise ValueError(
+                "BasenameCacheMapper requires zero or positive directory_levels"
+            )
+        self.directory_levels = directory_levels
+
+        # Separator for directories when encoded as strings.
+        self._separator = "_@_"
+
+    def __call__(self, path: str) -> str:
+        path = make_path_posix(path)
+        prefix, *bits = path.rsplit("/", self.directory_levels + 1)
+        if bits:
+            return self._separator.join(bits)
+        else:
+            return prefix  # No separator found, simple filename
+
+    def __eq__(self, other: object) -> bool:
+        return super().__eq__(other) and self.directory_levels == other.directory_levels
+
+    def __hash__(self) -> int:
+        return super().__hash__() ^ hash(self.directory_levels)
+
+
+class HashCacheMapper(AbstractCacheMapper):
+    """Cache mapper that uses a hash of the remote URL."""
+
+    def __call__(self, path: str) -> str:
+        return hashlib.sha256(path.encode()).hexdigest()
+
+
+def create_cache_mapper(same_names: bool) -> AbstractCacheMapper:
+    """Factory method to create cache mapper for backward compatibility with
+    ``CachingFileSystem`` constructor using ``same_names`` kwarg.
+    """
+    if same_names:
+        return BasenameCacheMapper()
+    else:
+        return HashCacheMapper()

env-llmeval/lib/python3.10/site-packages/fsspec/implementations/cache_metadata.py

@@ -0,0 +1,232 @@
+from __future__ import annotations
+
+import os
+import pickle
+import time
+from typing import TYPE_CHECKING
+
+from fsspec.utils import atomic_write
+
+try:
+    import ujson as json
+except ImportError:
+    if not TYPE_CHECKING:
+        import json
+
+if TYPE_CHECKING:
+    from typing import Any, Dict, Iterator, Literal
+
+    from typing_extensions import TypeAlias
+
+    from .cached import CachingFileSystem
+
+    Detail: TypeAlias = Dict[str, Any]
+
+
+class CacheMetadata:
+    """Cache metadata.
+
+    All reading and writing of cache metadata is performed by this class,
+    accessing the cached files and blocks is not.
+
+    Metadata is stored in a single file per storage directory in JSON format.
+    For backward compatibility, also reads metadata stored in pickle format
+    which is converted to JSON when next saved.
+    """
+
+    def __init__(self, storage: list[str]):
+        """
+
+        Parameters
+        ----------
+        storage: list[str]
+            Directories containing cached files, must be at least one. Metadata
+            is stored in the last of these directories by convention.
+        """
+        if not storage:
+            raise ValueError("CacheMetadata expects at least one storage location")
+
+        self._storage = storage
+        self.cached_files: list[Detail] = [{}]
+
+        # Private attribute to force saving of metadata in pickle format rather than
+        # JSON for use in tests to confirm can read both pickle and JSON formats.
+        self._force_save_pickle = False
+
+    def _load(self, fn: str) -> Detail:
+        """Low-level function to load metadata from specific file"""
+        try:
+            with open(fn, "r") as f:
+                return json.load(f)
+        except ValueError:
+            with open(fn, "rb") as f:
+                return pickle.load(f)
+
+    def _save(self, metadata_to_save: Detail, fn: str) -> None:
+        """Low-level function to save metadata to specific file"""
+        if self._force_save_pickle:
+            with atomic_write(fn) as f:
+                pickle.dump(metadata_to_save, f)
+        else:
+            with atomic_write(fn, mode="w") as f:
+                json.dump(metadata_to_save, f)
+
+    def _scan_locations(
+        self, writable_only: bool = False
+    ) -> Iterator[tuple[str, str, bool]]:
+        """Yield locations (filenames) where metadata is stored, and whether
+        writable or not.
+
+        Parameters
+        ----------
+        writable: bool
+            Set to True to only yield writable locations.
+
+        Returns
+        -------
+        Yields (str, str, bool)
+        """
+        n = len(self._storage)
+        for i, storage in enumerate(self._storage):
+            writable = i == n - 1
+            if writable_only and not writable:
+                continue
+            yield os.path.join(storage, "cache"), storage, writable
+
+    def check_file(
+        self, path: str, cfs: CachingFileSystem | None
+    ) -> Literal[False] | tuple[Detail, str]:
+        """If path is in cache return its details, otherwise return ``False``.
+
+        If the optional CachingFileSystem is specified then it is used to
+        perform extra checks to reject possible matches, such as if they are
+        too old.
+        """
+        for (fn, base, _), cache in zip(self._scan_locations(), self.cached_files):
+            if path not in cache:
+                continue
+            detail = cache[path].copy()
+
+            if cfs is not None:
+                if cfs.check_files and detail["uid"] != cfs.fs.ukey(path):
+                    # Wrong file as determined by hash of file properties
+                    continue
+                if cfs.expiry and time.time() - detail["time"] > cfs.expiry:
+                    # Cached file has expired
+                    continue
+
+            fn = os.path.join(base, detail["fn"])
+            if os.path.exists(fn):
+                return detail, fn
+        return False
+
+    def clear_expired(self, expiry_time: int) -> tuple[list[str], bool]:
+        """Remove expired metadata from the cache.
+
+        Returns names of files corresponding to expired metadata and a boolean
+        flag indicating whether the writable cache is empty. Caller is
+        responsible for deleting the expired files.
+        """
+        expired_files = []
+        for path, detail in self.cached_files[-1].copy().items():
+            if time.time() - detail["time"] > expiry_time:
+                fn = detail.get("fn", "")
+                if not fn:
+                    raise RuntimeError(
+                        f"Cache metadata does not contain 'fn' for {path}"
+                    )
+                fn = os.path.join(self._storage[-1], fn)
+                expired_files.append(fn)
+                self.cached_files[-1].pop(path)
+
+        if self.cached_files[-1]:
+            cache_path = os.path.join(self._storage[-1], "cache")
+            self._save(self.cached_files[-1], cache_path)
+
+        writable_cache_empty = not self.cached_files[-1]
+        return expired_files, writable_cache_empty
+
+    def load(self) -> None:
+        """Load all metadata from disk and store in ``self.cached_files``"""
+        cached_files = []
+        for fn, _, _ in self._scan_locations():
+            if os.path.exists(fn):
+                # TODO: consolidate blocks here
+                loaded_cached_files = self._load(fn)
+                for c in loaded_cached_files.values():
+                    if isinstance(c["blocks"], list):
+                        c["blocks"] = set(c["blocks"])
+                cached_files.append(loaded_cached_files)
+            else:
+                cached_files.append({})
+        self.cached_files = cached_files or [{}]
+
+    def on_close_cached_file(self, f: Any, path: str) -> None:
+        """Perform side-effect actions on closing a cached file.
+
+        The actual closing of the file is the responsibility of the caller.
+        """
+        # File must be writeble, so in self.cached_files[-1]
+        c = self.cached_files[-1][path]
+        if c["blocks"] is not True and len(c["blocks"]) * f.blocksize >= f.size:
+            c["blocks"] = True
+
+    def pop_file(self, path: str) -> str | None:
+        """Remove metadata of cached file.
+
+        If path is in the cache, return the filename of the cached file,
+        otherwise return ``None``.  Caller is responsible for deleting the
+        cached file.
+        """
+        details = self.check_file(path, None)
+        if not details:
+            return None
+        _, fn = details
+        if fn.startswith(self._storage[-1]):
+            self.cached_files[-1].pop(path)
+            self.save()
+        else:
+            raise PermissionError(
+                "Can only delete cached file in last, writable cache location"
+            )
+        return fn
+
+    def save(self) -> None:
+        """Save metadata to disk"""
+        for (fn, _, writable), cache in zip(self._scan_locations(), self.cached_files):
+            if not writable:
+                continue
+
+            if os.path.exists(fn):
+                cached_files = self._load(fn)
+                for k, c in cached_files.items():
+                    if k in cache:
+                        if c["blocks"] is True or cache[k]["blocks"] is True:
+                            c["blocks"] = True
+                        else:
+                            # self.cached_files[*][*]["blocks"] must continue to
+                            # point to the same set object so that updates
+                            # performed by MMapCache are propagated back to
+                            # self.cached_files.
+                            blocks = cache[k]["blocks"]
+                            blocks.update(c["blocks"])
+                            c["blocks"] = blocks
+                        c["time"] = max(c["time"], cache[k]["time"])
+                        c["uid"] = cache[k]["uid"]
+
+                # Files can be added to cache after it was written once
+                for k, c in cache.items():
+                    if k not in cached_files:
+                        cached_files[k] = c
+            else:
+                cached_files = cache
+            cache = {k: v.copy() for k, v in cached_files.items()}
+            for c in cache.values():
+                if isinstance(c["blocks"], set):
+                    c["blocks"] = list(c["blocks"])
+            self._save(cache, fn)
+            self.cached_files[-1] = cached_files
+
+    def update_file(self, path: str, detail: Detail) -> None:
+        """Update metadata for specific file in memory, do not save"""
+        self.cached_files[-1][path] = detail

env-llmeval/lib/python3.10/site-packages/fsspec/implementations/cached.py

@@ -0,0 +1,882 @@
+from __future__ import annotations
+
+import inspect
+import logging
+import os
+import tempfile
+import time
+import weakref
+from shutil import rmtree
+from typing import TYPE_CHECKING, Any, Callable, ClassVar
+
+from fsspec import AbstractFileSystem, filesystem
+from fsspec.callbacks import DEFAULT_CALLBACK
+from fsspec.compression import compr
+from fsspec.core import BaseCache, MMapCache
+from fsspec.exceptions import BlocksizeMismatchError
+from fsspec.implementations.cache_mapper import create_cache_mapper
+from fsspec.implementations.cache_metadata import CacheMetadata
+from fsspec.spec import AbstractBufferedFile
+from fsspec.transaction import Transaction
+from fsspec.utils import infer_compression
+
+if TYPE_CHECKING:
+    from fsspec.implementations.cache_mapper import AbstractCacheMapper
+
+logger = logging.getLogger("fsspec.cached")
+
+
+class WriteCachedTransaction(Transaction):
+    def complete(self, commit=True):
+        rpaths = [f.path for f in self.files]
+        lpaths = [f.fn for f in self.files]
+        if commit:
+            self.fs.put(lpaths, rpaths)
+        # else remove?
+        self.fs._intrans = False
+
+
+class CachingFileSystem(AbstractFileSystem):
+    """Locally caching filesystem, layer over any other FS
+
+    This class implements chunk-wise local storage of remote files, for quick
+    access after the initial download. The files are stored in a given
+    directory with hashes of URLs for the filenames. If no directory is given,
+    a temporary one is used, which should be cleaned up by the OS after the
+    process ends. The files themselves are sparse (as implemented in
+    :class:`~fsspec.caching.MMapCache`), so only the data which is accessed
+    takes up space.
+
+    Restrictions:
+
+    - the block-size must be the same for each access of a given file, unless
+      all blocks of the file have already been read
+    - caching can only be applied to file-systems which produce files
+      derived from fsspec.spec.AbstractBufferedFile ; LocalFileSystem is also
+      allowed, for testing
+    """
+
+    protocol: ClassVar[str | tuple[str, ...]] = ("blockcache", "cached")
+
+    def __init__(
+        self,
+        target_protocol=None,
+        cache_storage="TMP",
+        cache_check=10,
+        check_files=False,
+        expiry_time=604800,
+        target_options=None,
+        fs=None,
+        same_names: bool | None = None,
+        compression=None,
+        cache_mapper: AbstractCacheMapper | None = None,
+        **kwargs,
+    ):
+        """
+
+        Parameters
+        ----------
+        target_protocol: str (optional)
+            Target filesystem protocol. Provide either this or ``fs``.
+        cache_storage: str or list(str)
+            Location to store files. If "TMP", this is a temporary directory,
+            and will be cleaned up by the OS when this process ends (or later).
+            If a list, each location will be tried in the order given, but
+            only the last will be considered writable.
+        cache_check: int
+            Number of seconds between reload of cache metadata
+        check_files: bool
+            Whether to explicitly see if the UID of the remote file matches
+            the stored one before using. Warning: some file systems such as
+            HTTP cannot reliably give a unique hash of the contents of some
+            path, so be sure to set this option to False.
+        expiry_time: int
+            The time in seconds after which a local copy is considered useless.
+            Set to falsy to prevent expiry. The default is equivalent to one
+            week.
+        target_options: dict or None
+            Passed to the instantiation of the FS, if fs is None.
+        fs: filesystem instance
+            The target filesystem to run against. Provide this or ``protocol``.
+        same_names: bool (optional)
+            By default, target URLs are hashed using a ``HashCacheMapper`` so
+            that files from different backends with the same basename do not
+            conflict. If this argument is ``true``, a ``BasenameCacheMapper``
+            is used instead. Other cache mapper options are available by using
+            the ``cache_mapper`` keyword argument. Only one of this and
+            ``cache_mapper`` should be specified.
+        compression: str (optional)
+            To decompress on download. Can be 'infer' (guess from the URL name),
+            one of the entries in ``fsspec.compression.compr``, or None for no
+            decompression.
+        cache_mapper: AbstractCacheMapper (optional)
+            The object use to map from original filenames to cached filenames.
+            Only one of this and ``same_names`` should be specified.
+        """
+        super().__init__(**kwargs)
+        if fs is None and target_protocol is None:
+            raise ValueError(
+                "Please provide filesystem instance(fs) or target_protocol"
+            )
+        if not (fs is None) ^ (target_protocol is None):
+            raise ValueError(
+                "Both filesystems (fs) and target_protocol may not be both given."
+            )
+        if cache_storage == "TMP":
+            tempdir = tempfile.mkdtemp()
+            storage = [tempdir]
+            weakref.finalize(self, self._remove_tempdir, tempdir)
+        else:
+            if isinstance(cache_storage, str):
+                storage = [cache_storage]
+            else:
+                storage = cache_storage
+        os.makedirs(storage[-1], exist_ok=True)
+        self.storage = storage
+        self.kwargs = target_options or {}
+        self.cache_check = cache_check
+        self.check_files = check_files
+        self.expiry = expiry_time
+        self.compression = compression
+
+        # Size of cache in bytes. If None then the size is unknown and will be
+        # recalculated the next time cache_size() is called. On writes to the
+        # cache this is reset to None.
+        self._cache_size = None
+
+        if same_names is not None and cache_mapper is not None:
+            raise ValueError(
+                "Cannot specify both same_names and cache_mapper in "
+                "CachingFileSystem.__init__"
+            )
+        if cache_mapper is not None:
+            self._mapper = cache_mapper
+        else:
+            self._mapper = create_cache_mapper(
+                same_names if same_names is not None else False
+            )
+
+        self.target_protocol = (
+            target_protocol
+            if isinstance(target_protocol, str)
+            else (fs.protocol if isinstance(fs.protocol, str) else fs.protocol[0])
+        )
+        self._metadata = CacheMetadata(self.storage)
+        self.load_cache()
+        self.fs = fs if fs is not None else filesystem(target_protocol, **self.kwargs)
+
+        def _strip_protocol(path):
+            # acts as a method, since each instance has a difference target
+            return self.fs._strip_protocol(type(self)._strip_protocol(path))
+
+        self._strip_protocol: Callable = _strip_protocol
+
+    @staticmethod
+    def _remove_tempdir(tempdir):
+        try:
+            rmtree(tempdir)
+        except Exception:
+            pass
+
+    def _mkcache(self):
+        os.makedirs(self.storage[-1], exist_ok=True)
+
+    def cache_size(self):
+        """Return size of cache in bytes.
+
+        If more than one cache directory is in use, only the size of the last
+        one (the writable cache directory) is returned.
+        """
+        if self._cache_size is None:
+            cache_dir = self.storage[-1]
+            self._cache_size = filesystem("file").du(cache_dir, withdirs=True)
+        return self._cache_size
+
+    def load_cache(self):
+        """Read set of stored blocks from file"""
+        self._metadata.load()
+        self._mkcache()
+        self.last_cache = time.time()
+
+    def save_cache(self):
+        """Save set of stored blocks from file"""
+        self._mkcache()
+        self._metadata.save()
+        self.last_cache = time.time()
+        self._cache_size = None
+
+    def _check_cache(self):
+        """Reload caches if time elapsed or any disappeared"""
+        self._mkcache()
+        if not self.cache_check:
+            # explicitly told not to bother checking
+            return
+        timecond = time.time() - self.last_cache > self.cache_check
+        existcond = all(os.path.exists(storage) for storage in self.storage)
+        if timecond or not existcond:
+            self.load_cache()
+
+    def _check_file(self, path):
+        """Is path in cache and still valid"""
+        path = self._strip_protocol(path)
+        self._check_cache()
+        return self._metadata.check_file(path, self)
+
+    def clear_cache(self):
+        """Remove all files and metadata from the cache
+
+        In the case of multiple cache locations, this clears only the last one,
+        which is assumed to be the read/write one.
+        """
+        rmtree(self.storage[-1])
+        self.load_cache()
+        self._cache_size = None
+
+    def clear_expired_cache(self, expiry_time=None):
+        """Remove all expired files and metadata from the cache
+
+        In the case of multiple cache locations, this clears only the last one,
+        which is assumed to be the read/write one.
+
+        Parameters
+        ----------
+        expiry_time: int
+            The time in seconds after which a local copy is considered useless.
+            If not defined the default is equivalent to the attribute from the
+            file caching instantiation.
+        """
+
+        if not expiry_time:
+            expiry_time = self.expiry
+
+        self._check_cache()
+
+        expired_files, writable_cache_empty = self._metadata.clear_expired(expiry_time)
+        for fn in expired_files:
+            if os.path.exists(fn):
+                os.remove(fn)
+
+        if writable_cache_empty:
+            rmtree(self.storage[-1])
+            self.load_cache()
+
+        self._cache_size = None
+
+    def pop_from_cache(self, path):
+        """Remove cached version of given file
+
+        Deletes local copy of the given (remote) path. If it is found in a cache
+        location which is not the last, it is assumed to be read-only, and
+        raises PermissionError
+        """
+        path = self._strip_protocol(path)
+        fn = self._metadata.pop_file(path)
+        if fn is not None:
+            os.remove(fn)
+        self._cache_size = None
+
+    def _open(
+        self,
+        path,
+        mode="rb",
+        block_size=None,
+        autocommit=True,
+        cache_options=None,
+        **kwargs,
+    ):
+        """Wrap the target _open
+
+        If the whole file exists in the cache, just open it locally and
+        return that.
+
+        Otherwise, open the file on the target FS, and make it have a mmap
+        cache pointing to the location which we determine, in our cache.
+        The ``blocks`` instance is shared, so as the mmap cache instance
+        updates, so does the entry in our ``cached_files`` attribute.
+        We monkey-patch this file, so that when it closes, we call
+        ``close_and_update`` to save the state of the blocks.
+        """
+        path = self._strip_protocol(path)
+
+        path = self.fs._strip_protocol(path)
+        if "r" not in mode:
+            return self.fs._open(
+                path,
+                mode=mode,
+                block_size=block_size,
+                autocommit=autocommit,
+                cache_options=cache_options,
+                **kwargs,
+            )
+        detail = self._check_file(path)
+        if detail:
+            # file is in cache
+            detail, fn = detail
+            hash, blocks = detail["fn"], detail["blocks"]
+            if blocks is True:
+                # stored file is complete
+                logger.debug("Opening local copy of %s", path)
+                return open(fn, mode)
+            # TODO: action where partial file exists in read-only cache
+            logger.debug("Opening partially cached copy of %s", path)
+        else:
+            hash = self._mapper(path)
+            fn = os.path.join(self.storage[-1], hash)
+            blocks = set()
+            detail = {
+                "original": path,
+                "fn": hash,
+                "blocks": blocks,
+                "time": time.time(),
+                "uid": self.fs.ukey(path),
+            }
+            self._metadata.update_file(path, detail)
+            logger.debug("Creating local sparse file for %s", path)
+
+        # call target filesystems open
+        self._mkcache()
+        f = self.fs._open(
+            path,
+            mode=mode,
+            block_size=block_size,
+            autocommit=autocommit,
+            cache_options=cache_options,
+            cache_type="none",
+            **kwargs,
+        )
+        if self.compression:
+            comp = (
+                infer_compression(path)
+                if self.compression == "infer"
+                else self.compression
+            )
+            f = compr[comp](f, mode="rb")
+        if "blocksize" in detail:
+            if detail["blocksize"] != f.blocksize:
+                raise BlocksizeMismatchError(
+                    f"Cached file must be reopened with same block"
+                    f" size as original (old: {detail['blocksize']},"
+                    f" new {f.blocksize})"
+                )
+        else:
+            detail["blocksize"] = f.blocksize
+        f.cache = MMapCache(f.blocksize, f._fetch_range, f.size, fn, blocks)
+        close = f.close
+        f.close = lambda: self.close_and_update(f, close)
+        self.save_cache()
+        return f
+
+    def _parent(self, path):
+        return self.fs._parent(path)
+
+    def hash_name(self, path: str, *args: Any) -> str:
+        # Kept for backward compatibility with downstream libraries.
+        # Ignores extra arguments, previously same_name boolean.
+        return self._mapper(path)
+
+    def close_and_update(self, f, close):
+        """Called when a file is closing, so store the set of blocks"""
+        if f.closed:
+            return
+        path = self._strip_protocol(f.path)
+        self._metadata.on_close_cached_file(f, path)
+        try:
+            logger.debug("going to save")
+            self.save_cache()
+            logger.debug("saved")
+        except OSError:
+            logger.debug("Cache saving failed while closing file")
+        except NameError:
+            logger.debug("Cache save failed due to interpreter shutdown")
+        close()
+        f.closed = True
+
+    def __getattribute__(self, item):
+        if item in [
+            "load_cache",
+            "_open",
+            "save_cache",
+            "close_and_update",
+            "__init__",
+            "__getattribute__",
+            "__reduce__",
+            "_make_local_details",
+            "open",
+            "cat",
+            "cat_file",
+            "cat_ranges",
+            "get",
+            "read_block",
+            "tail",
+            "head",
+            "_check_file",
+            "_check_cache",
+            "_mkcache",
+            "clear_cache",
+            "clear_expired_cache",
+            "pop_from_cache",
+            "_mkcache",
+            "local_file",
+            "_paths_from_path",
+            "get_mapper",
+            "open_many",
+            "commit_many",
+            "hash_name",
+            "__hash__",
+            "__eq__",
+            "to_json",
+            "cache_size",
+            "pipe_file",
+            "pipe",
+            "start_transaction",
+            "end_transaction",
+        ]:
+            # all the methods defined in this class. Note `open` here, since
+            # it calls `_open`, but is actually in superclass
+            return lambda *args, **kw: getattr(type(self), item).__get__(self)(
+                *args, **kw
+            )
+        if item in ["__reduce_ex__"]:
+            raise AttributeError
+        if item in ["transaction"]:
+            # property
+            return type(self).transaction.__get__(self)
+        if item in ["_cache", "transaction_type"]:
+            # class attributes
+            return getattr(type(self), item)
+        if item == "__class__":
+            return type(self)
+        d = object.__getattribute__(self, "__dict__")
+        fs = d.get("fs", None)  # fs is not immediately defined
+        if item in d:
+            return d[item]
+        elif fs is not None:
+            if item in fs.__dict__:
+                # attribute of instance
+                return fs.__dict__[item]
+            # attributed belonging to the target filesystem
+            cls = type(fs)
+            m = getattr(cls, item)
+            if (inspect.isfunction(m) or inspect.isdatadescriptor(m)) and (
+                not hasattr(m, "__self__") or m.__self__ is None
+            ):
+                # instance method
+                return m.__get__(fs, cls)
+            return m  # class method or attribute
+        else:
+            # attributes of the superclass, while target is being set up
+            return super().__getattribute__(item)
+
+    def __eq__(self, other):
+        """Test for equality."""
+        if self is other:
+            return True
+        if not isinstance(other, type(self)):
+            return False
+        return (
+            self.storage == other.storage
+            and self.kwargs == other.kwargs
+            and self.cache_check == other.cache_check
+            and self.check_files == other.check_files
+            and self.expiry == other.expiry
+            and self.compression == other.compression
+            and self._mapper == other._mapper
+            and self.target_protocol == other.target_protocol
+        )
+
+    def __hash__(self):
+        """Calculate hash."""
+        return (
+            hash(tuple(self.storage))
+            ^ hash(str(self.kwargs))
+            ^ hash(self.cache_check)
+            ^ hash(self.check_files)
+            ^ hash(self.expiry)
+            ^ hash(self.compression)
+            ^ hash(self._mapper)
+            ^ hash(self.target_protocol)
+        )
+
+    def to_json(self):
+        """Calculate JSON representation.
+
+        Not implemented yet for CachingFileSystem.
+        """
+        raise NotImplementedError(
+            "CachingFileSystem JSON representation not implemented"
+        )
+
+
+class WholeFileCacheFileSystem(CachingFileSystem):
+    """Caches whole remote files on first access
+
+    This class is intended as a layer over any other file system, and
+    will make a local copy of each file accessed, so that all subsequent
+    reads are local. This is similar to ``CachingFileSystem``, but without
+    the block-wise functionality and so can work even when sparse files
+    are not allowed. See its docstring for definition of the init
+    arguments.
+
+    The class still needs access to the remote store for listing files,
+    and may refresh cached files.
+    """
+
+    protocol = "filecache"
+    local_file = True
+
+    def open_many(self, open_files, **kwargs):
+        paths = [of.path for of in open_files]
+        if "r" in open_files.mode:
+            self._mkcache()
+        else:
+            return [
+                LocalTempFile(
+                    self.fs,
+                    path,
+                    mode=open_files.mode,
+                    fn=os.path.join(self.storage[-1], self._mapper(path)),
+                    **kwargs,
+                )
+                for path in paths
+            ]
+
+        if self.compression:
+            raise NotImplementedError
+        details = [self._check_file(sp) for sp in paths]
+        downpath = [p for p, d in zip(paths, details) if not d]
+        downfn0 = [
+            os.path.join(self.storage[-1], self._mapper(p))
+            for p, d in zip(paths, details)
+        ]  # keep these path names for opening later
+        downfn = [fn for fn, d in zip(downfn0, details) if not d]
+        if downpath:
+            # skip if all files are already cached and up to date
+            self.fs.get(downpath, downfn)
+
+            # update metadata - only happens when downloads are successful
+            newdetail = [
+                {
+                    "original": path,
+                    "fn": self._mapper(path),
+                    "blocks": True,
+                    "time": time.time(),
+                    "uid": self.fs.ukey(path),
+                }
+                for path in downpath
+            ]
+            for path, detail in zip(downpath, newdetail):
+                self._metadata.update_file(path, detail)
+            self.save_cache()
+
+        def firstpart(fn):
+            # helper to adapt both whole-file and simple-cache
+            return fn[1] if isinstance(fn, tuple) else fn
+
+        return [
+            open(firstpart(fn0) if fn0 else fn1, mode=open_files.mode)
+            for fn0, fn1 in zip(details, downfn0)
+        ]
+
+    def commit_many(self, open_files):
+        self.fs.put([f.fn for f in open_files], [f.path for f in open_files])
+        [f.close() for f in open_files]
+        for f in open_files:
+            # in case autocommit is off, and so close did not already delete
+            try:
+                os.remove(f.name)
+            except FileNotFoundError:
+                pass
+        self._cache_size = None
+
+    def _make_local_details(self, path):
+        hash = self._mapper(path)
+        fn = os.path.join(self.storage[-1], hash)
+        detail = {
+            "original": path,
+            "fn": hash,
+            "blocks": True,
+            "time": time.time(),
+            "uid": self.fs.ukey(path),
+        }
+        self._metadata.update_file(path, detail)
+        logger.debug("Copying %s to local cache", path)
+        return fn
+
+    def cat(
+        self,
+        path,
+        recursive=False,
+        on_error="raise",
+        callback=DEFAULT_CALLBACK,
+        **kwargs,
+    ):
+        paths = self.expand_path(
+            path, recursive=recursive, maxdepth=kwargs.get("maxdepth", None)
+        )
+        getpaths = []
+        storepaths = []
+        fns = []
+        out = {}
+        for p in paths.copy():
+            try:
+                detail = self._check_file(p)
+                if not detail:
+                    fn = self._make_local_details(p)
+                    getpaths.append(p)
+                    storepaths.append(fn)
+                else:
+                    detail, fn = detail if isinstance(detail, tuple) else (None, detail)
+                fns.append(fn)
+            except Exception as e:
+                if on_error == "raise":
+                    raise
+                if on_error == "return":
+                    out[p] = e
+                paths.remove(p)
+
+        if getpaths:
+            self.fs.get(getpaths, storepaths)
+            self.save_cache()
+
+        callback.set_size(len(paths))
+        for p, fn in zip(paths, fns):
+            with open(fn, "rb") as f:
+                out[p] = f.read()
+            callback.relative_update(1)
+        if isinstance(path, str) and len(paths) == 1 and recursive is False:
+            out = out[paths[0]]
+        return out
+
+    def _open(self, path, mode="rb", **kwargs):
+        path = self._strip_protocol(path)
+        if "r" not in mode:
+            fn = self._make_local_details(path)
+            user_specified_kwargs = {
+                k: v
+                for k, v in kwargs.items()
+                # those kwargs were added by open(), we don't want them
+                if k not in ["autocommit", "block_size", "cache_options"]
+            }
+            return LocalTempFile(self, path, mode=mode, fn=fn, **user_specified_kwargs)
+        detail = self._check_file(path)
+        if detail:
+            detail, fn = detail
+            _, blocks = detail["fn"], detail["blocks"]
+            if blocks is True:
+                logger.debug("Opening local copy of %s", path)
+
+                # In order to support downstream filesystems to be able to
+                # infer the compression from the original filename, like
+                # the `TarFileSystem`, let's extend the `io.BufferedReader`
+                # fileobject protocol by adding a dedicated attribute
+                # `original`.
+                f = open(fn, mode)
+                f.original = detail.get("original")
+                return f
+            else:
+                raise ValueError(
+                    f"Attempt to open partially cached file {path}"
+                    f" as a wholly cached file"
+                )
+        else:
+            fn = self._make_local_details(path)
+        kwargs["mode"] = mode
+
+        # call target filesystems open
+        self._mkcache()
+        if self.compression:
+            with self.fs._open(path, **kwargs) as f, open(fn, "wb") as f2:
+                if isinstance(f, AbstractBufferedFile):
+                    # want no type of caching if just downloading whole thing
+                    f.cache = BaseCache(0, f.cache.fetcher, f.size)
+                comp = (
+                    infer_compression(path)
+                    if self.compression == "infer"
+                    else self.compression
+                )
+                f = compr[comp](f, mode="rb")
+                data = True
+                while data:
+                    block = getattr(f, "blocksize", 5 * 2**20)
+                    data = f.read(block)
+                    f2.write(data)
+        else:
+            self.fs.get_file(path, fn)
+        self.save_cache()
+        return self._open(path, mode)
+
+
+class SimpleCacheFileSystem(WholeFileCacheFileSystem):
+    """Caches whole remote files on first access
+
+    This class is intended as a layer over any other file system, and
+    will make a local copy of each file accessed, so that all subsequent
+    reads are local. This implementation only copies whole files, and
+    does not keep any metadata about the download time or file details.
+    It is therefore safer to use in multi-threaded/concurrent situations.
+
+    This is the only of the caching filesystems that supports write: you will
+    be given a real local open file, and upon close and commit, it will be
+    uploaded to the target filesystem; the writability or the target URL is
+    not checked until that time.
+
+    """
+
+    protocol = "simplecache"
+    local_file = True
+    transaction_type = WriteCachedTransaction
+
+    def __init__(self, **kwargs):
+        kw = kwargs.copy()
+        for key in ["cache_check", "expiry_time", "check_files"]:
+            kw[key] = False
+        super().__init__(**kw)
+        for storage in self.storage:
+            if not os.path.exists(storage):
+                os.makedirs(storage, exist_ok=True)
+
+    def _check_file(self, path):
+        self._check_cache()
+        sha = self._mapper(path)
+        for storage in self.storage:
+            fn = os.path.join(storage, sha)
+            if os.path.exists(fn):
+                return fn
+
+    def save_cache(self):
+        pass
+
+    def load_cache(self):
+        pass
+
+    def pipe_file(self, path, value=None, **kwargs):
+        if self._intrans:
+            with self.open(path, "wb") as f:
+                f.write(value)
+        else:
+            super().pipe_file(path, value)
+
+    def pipe(self, path, value=None, **kwargs):
+        if isinstance(path, str):
+            self.pipe_file(self._strip_protocol(path), value, **kwargs)
+        elif isinstance(path, dict):
+            for k, v in path.items():
+                self.pipe_file(self._strip_protocol(k), v, **kwargs)
+        else:
+            raise ValueError("path must be str or dict")
+
+    def cat_ranges(
+        self, paths, starts, ends, max_gap=None, on_error="return", **kwargs
+    ):
+        lpaths = [self._check_file(p) for p in paths]
+        rpaths = [p for l, p in zip(lpaths, paths) if l is False]
+        lpaths = [l for l, p in zip(lpaths, paths) if l is False]
+        self.fs.get(rpaths, lpaths)
+        return super().cat_ranges(
+            paths, starts, ends, max_gap=max_gap, on_error=on_error, **kwargs
+        )
+
+    def _open(self, path, mode="rb", **kwargs):
+        path = self._strip_protocol(path)
+        sha = self._mapper(path)
+
+        if "r" not in mode:
+            fn = os.path.join(self.storage[-1], sha)
+            user_specified_kwargs = {
+                k: v
+                for k, v in kwargs.items()
+                if k not in ["autocommit", "block_size", "cache_options"]
+            }  # those were added by open()
+            return LocalTempFile(
+                self,
+                path,
+                mode=mode,
+                autocommit=not self._intrans,
+                fn=fn,
+                **user_specified_kwargs,
+            )
+        fn = self._check_file(path)
+        if fn:
+            return open(fn, mode)
+
+        fn = os.path.join(self.storage[-1], sha)
+        logger.debug("Copying %s to local cache", path)
+        kwargs["mode"] = mode
+
+        self._mkcache()
+        self._cache_size = None
+        if self.compression:
+            with self.fs._open(path, **kwargs) as f, open(fn, "wb") as f2:
+                if isinstance(f, AbstractBufferedFile):
+                    # want no type of caching if just downloading whole thing
+                    f.cache = BaseCache(0, f.cache.fetcher, f.size)
+                comp = (
+                    infer_compression(path)
+                    if self.compression == "infer"
+                    else self.compression
+                )
+                f = compr[comp](f, mode="rb")
+                data = True
+                while data:
+                    block = getattr(f, "blocksize", 5 * 2**20)
+                    data = f.read(block)
+                    f2.write(data)
+        else:
+            self.fs.get_file(path, fn)
+        return self._open(path, mode)
+
+
+class LocalTempFile:
+    """A temporary local file, which will be uploaded on commit"""
+
+    def __init__(self, fs, path, fn, mode="wb", autocommit=True, seek=0, **kwargs):
+        self.fn = fn
+        self.fh = open(fn, mode)
+        self.mode = mode
+        if seek:
+            self.fh.seek(seek)
+        self.path = path
+        self.fs = fs
+        self.closed = False
+        self.autocommit = autocommit
+        self.kwargs = kwargs
+
+    def __reduce__(self):
+        # always open in r+b to allow continuing writing at a location
+        return (
+            LocalTempFile,
+            (self.fs, self.path, self.fn, "r+b", self.autocommit, self.tell()),
+        )
+
+    def __enter__(self):
+        return self.fh
+
+    def __exit__(self, exc_type, exc_val, exc_tb):
+        self.close()
+
+    def close(self):
+        if self.closed:
+            return
+        self.fh.close()
+        self.closed = True
+        if self.autocommit:
+            self.commit()
+
+    def discard(self):
+        self.fh.close()
+        os.remove(self.fn)
+
+    def commit(self):
+        self.fs.put(self.fn, self.path, **self.kwargs)
+        try:
+            os.remove(self.fn)
+        except (PermissionError, FileNotFoundError):
+            # file path may be held by new version of the file on windows
+            pass
+
+    @property
+    def name(self):
+        return self.fn
+
+    def __getattr__(self, item):
+        return getattr(self.fh, item)

env-llmeval/lib/python3.10/site-packages/fsspec/implementations/dask.py

@@ -0,0 +1,152 @@
+import dask
+from distributed.client import Client, _get_global_client
+from distributed.worker import Worker
+
+from fsspec import filesystem
+from fsspec.spec import AbstractBufferedFile, AbstractFileSystem
+from fsspec.utils import infer_storage_options
+
+
+def _get_client(client):
+    if client is None:
+        return _get_global_client()
+    elif isinstance(client, Client):
+        return client
+    else:
+        # e.g., connection string
+        return Client(client)
+
+
+def _in_worker():
+    return bool(Worker._instances)
+
+
+class DaskWorkerFileSystem(AbstractFileSystem):
+    """View files accessible to a worker as any other remote file-system
+
+    When instances are run on the worker, uses the real filesystem. When
+    run on the client, they call the worker to provide information or data.
+
+    **Warning** this implementation is experimental, and read-only for now.
+    """
+
+    def __init__(
+        self, target_protocol=None, target_options=None, fs=None, client=None, **kwargs
+    ):
+        super().__init__(**kwargs)
+        if not (fs is None) ^ (target_protocol is None):
+            raise ValueError(
+                "Please provide one of filesystem instance (fs) or"
+                " target_protocol, not both"
+            )
+        self.target_protocol = target_protocol
+        self.target_options = target_options
+        self.worker = None
+        self.client = client
+        self.fs = fs
+        self._determine_worker()
+
+    @staticmethod
+    def _get_kwargs_from_urls(path):
+        so = infer_storage_options(path)
+        if "host" in so and "port" in so:
+            return {"client": f"{so['host']}:{so['port']}"}
+        else:
+            return {}
+
+    def _determine_worker(self):
+        if _in_worker():
+            self.worker = True
+            if self.fs is None:
+                self.fs = filesystem(
+                    self.target_protocol, **(self.target_options or {})
+                )
+        else:
+            self.worker = False
+            self.client = _get_client(self.client)
+            self.rfs = dask.delayed(self)
+
+    def mkdir(self, *args, **kwargs):
+        if self.worker:
+            self.fs.mkdir(*args, **kwargs)
+        else:
+            self.rfs.mkdir(*args, **kwargs).compute()
+
+    def rm(self, *args, **kwargs):
+        if self.worker:
+            self.fs.rm(*args, **kwargs)
+        else:
+            self.rfs.rm(*args, **kwargs).compute()
+
+    def copy(self, *args, **kwargs):
+        if self.worker:
+            self.fs.copy(*args, **kwargs)
+        else:
+            self.rfs.copy(*args, **kwargs).compute()
+
+    def mv(self, *args, **kwargs):
+        if self.worker:
+            self.fs.mv(*args, **kwargs)
+        else:
+            self.rfs.mv(*args, **kwargs).compute()
+
+    def ls(self, *args, **kwargs):
+        if self.worker:
+            return self.fs.ls(*args, **kwargs)
+        else:
+            return self.rfs.ls(*args, **kwargs).compute()
+
+    def _open(
+        self,
+        path,
+        mode="rb",
+        block_size=None,
+        autocommit=True,
+        cache_options=None,
+        **kwargs,
+    ):
+        if self.worker:
+            return self.fs._open(
+                path,
+                mode=mode,
+                block_size=block_size,
+                autocommit=autocommit,
+                cache_options=cache_options,
+                **kwargs,
+            )
+        else:
+            return DaskFile(
+                fs=self,
+                path=path,
+                mode=mode,
+                block_size=block_size,
+                autocommit=autocommit,
+                cache_options=cache_options,
+                **kwargs,
+            )
+
+    def fetch_range(self, path, mode, start, end):
+        if self.worker:
+            with self._open(path, mode) as f:
+                f.seek(start)
+                return f.read(end - start)
+        else:
+            return self.rfs.fetch_range(path, mode, start, end).compute()
+
+
+class DaskFile(AbstractBufferedFile):
+    def __init__(self, mode="rb", **kwargs):
+        if mode != "rb":
+            raise ValueError('Remote dask files can only be opened in "rb" mode')
+        super().__init__(**kwargs)
+
+    def _upload_chunk(self, final=False):
+        pass
+
+    def _initiate_upload(self):
+        """Create remote file/upload"""
+        pass
+
+    def _fetch_range(self, start, end):
+        """Get the specified set of bytes from remote"""
+        return self.fs.fetch_range(self.path, self.mode, start, end)

env-llmeval/lib/python3.10/site-packages/fsspec/implementations/dbfs.py

@@ -0,0 +1,467 @@
+import base64
+import urllib
+
+import requests
+import requests.exceptions
+from requests.adapters import HTTPAdapter, Retry
+
+from fsspec import AbstractFileSystem
+from fsspec.spec import AbstractBufferedFile
+
+
+class DatabricksException(Exception):
+    """
+    Helper class for exceptions raised in this module.
+    """
+
+    def __init__(self, error_code, message):
+        """Create a new DatabricksException"""
+        super().__init__(message)
+
+        self.error_code = error_code
+        self.message = message
+
+
+class DatabricksFileSystem(AbstractFileSystem):
+    """
+    Get access to the Databricks filesystem implementation over HTTP.
+    Can be used inside and outside of a databricks cluster.
+    """
+
+    def __init__(self, instance, token, **kwargs):
+        """
+        Create a new DatabricksFileSystem.
+
+        Parameters
+        ----------
+        instance: str
+            The instance URL of the databricks cluster.
+            For example for an Azure databricks cluster, this
+            has the form adb-<some-number>.<two digits>.azuredatabricks.net.
+        token: str
+            Your personal token. Find out more
+            here: https://docs.databricks.com/dev-tools/api/latest/authentication.html
+        """
+        self.instance = instance
+        self.token = token
+        self.session = requests.Session()
+        self.retries = Retry(
+            total=10,
+            backoff_factor=0.05,
+            status_forcelist=[408, 429, 500, 502, 503, 504],
+        )
+
+        self.session.mount("https://", HTTPAdapter(max_retries=self.retries))
+        self.session.headers.update({"Authorization": f"Bearer {self.token}"})
+
+        super().__init__(**kwargs)
+
+    def ls(self, path, detail=True, **kwargs):
+        """
+        List the contents of the given path.
+
+        Parameters
+        ----------
+        path: str
+            Absolute path
+        detail: bool
+            Return not only the list of filenames,
+            but also additional information on file sizes
+            and types.
+        """
+        out = self._ls_from_cache(path)
+        if not out:
+            try:
+                r = self._send_to_api(
+                    method="get", endpoint="list", json={"path": path}
+                )
+            except DatabricksException as e:
+                if e.error_code == "RESOURCE_DOES_NOT_EXIST":
+                    raise FileNotFoundError(e.message)
+
+                raise e
+            files = r["files"]
+            out = [
+                {
+                    "name": o["path"],
+                    "type": "directory" if o["is_dir"] else "file",
+                    "size": o["file_size"],
+                }
+                for o in files
+            ]
+            self.dircache[path] = out
+
+        if detail:
+            return out
+        return [o["name"] for o in out]
+
+    def makedirs(self, path, exist_ok=True):
+        """
+        Create a given absolute path and all of its parents.
+
+        Parameters
+        ----------
+        path: str
+            Absolute path to create
+        exist_ok: bool
+            If false, checks if the folder
+            exists before creating it (and raises an
+            Exception if this is the case)
+        """
+        if not exist_ok:
+            try:
+                # If the following succeeds, the path is already present
+                self._send_to_api(
+                    method="get", endpoint="get-status", json={"path": path}
+                )
+                raise FileExistsError(f"Path {path} already exists")
+            except DatabricksException as e:
+                if e.error_code == "RESOURCE_DOES_NOT_EXIST":
+                    pass
+
+        try:
+            self._send_to_api(method="post", endpoint="mkdirs", json={"path": path})
+        except DatabricksException as e:
+            if e.error_code == "RESOURCE_ALREADY_EXISTS":
+                raise FileExistsError(e.message)
+
+            raise e
+        self.invalidate_cache(self._parent(path))
+
+    def mkdir(self, path, create_parents=True, **kwargs):
+        """
+        Create a given absolute path and all of its parents.
+
+        Parameters
+        ----------
+        path: str
+            Absolute path to create
+        create_parents: bool
+            Whether to create all parents or not.
+            "False" is not implemented so far.
+        """
+        if not create_parents:
+            raise NotImplementedError
+
+        self.mkdirs(path, **kwargs)
+
+    def rm(self, path, recursive=False, **kwargs):
+        """
+        Remove the file or folder at the given absolute path.
+
+        Parameters
+        ----------
+        path: str
+            Absolute path what to remove
+        recursive: bool
+            Recursively delete all files in a folder.
+        """
+        try:
+            self._send_to_api(
+                method="post",
+                endpoint="delete",
+                json={"path": path, "recursive": recursive},
+            )
+        except DatabricksException as e:
+            # This is not really an exception, it just means
+            # not everything was deleted so far
+            if e.error_code == "PARTIAL_DELETE":
+                self.rm(path=path, recursive=recursive)
+            elif e.error_code == "IO_ERROR":
+                # Using the same exception as the os module would use here
+                raise OSError(e.message)
+
+            raise e
+        self.invalidate_cache(self._parent(path))
+
+    def mv(
+        self, source_path, destination_path, recursive=False, maxdepth=None, **kwargs
+    ):
+        """
+        Move a source to a destination path.
+
+        A note from the original [databricks API manual]
+        (https://docs.databricks.com/dev-tools/api/latest/dbfs.html#move).
+
+        When moving a large number of files the API call will time out after
+        approximately 60s, potentially resulting in partially moved data.
+        Therefore, for operations that move more than 10k files, we strongly
+        discourage using the DBFS REST API.
+
+        Parameters
+        ----------
+        source_path: str
+            From where to move (absolute path)
+        destination_path: str
+            To where to move (absolute path)
+        recursive: bool
+            Not implemented to far.
+        maxdepth:
+            Not implemented to far.
+        """
+        if recursive:
+            raise NotImplementedError
+        if maxdepth:
+            raise NotImplementedError
+
+        try:
+            self._send_to_api(
+                method="post",
+                endpoint="move",
+                json={"source_path": source_path, "destination_path": destination_path},
+            )
+        except DatabricksException as e:
+            if e.error_code == "RESOURCE_DOES_NOT_EXIST":
+                raise FileNotFoundError(e.message)
+            elif e.error_code == "RESOURCE_ALREADY_EXISTS":
+                raise FileExistsError(e.message)
+
+            raise e
+        self.invalidate_cache(self._parent(source_path))
+        self.invalidate_cache(self._parent(destination_path))
+
+    def _open(self, path, mode="rb", block_size="default", **kwargs):
+        """
+        Overwrite the base class method to make sure to create a DBFile.
+        All arguments are copied from the base method.
+
+        Only the default blocksize is allowed.
+        """
+        return DatabricksFile(self, path, mode=mode, block_size=block_size, **kwargs)
+
+    def _send_to_api(self, method, endpoint, json):
+        """
+        Send the given json to the DBFS API
+        using a get or post request (specified by the argument `method`).
+
+        Parameters
+        ----------
+        method: str
+            Which http method to use for communication; "get" or "post".
+        endpoint: str
+            Where to send the request to (last part of the API URL)
+        json: dict
+            Dictionary of information to send
+        """
+        if method == "post":
+            session_call = self.session.post
+        elif method == "get":
+            session_call = self.session.get
+        else:
+            raise ValueError(f"Do not understand method {method}")
+
+        url = urllib.parse.urljoin(f"https://{self.instance}/api/2.0/dbfs/", endpoint)
+
+        r = session_call(url, json=json)
+
+        # The DBFS API will return a json, also in case of an exception.
+        # We want to preserve this information as good as possible.
+        try:
+            r.raise_for_status()
+        except requests.HTTPError as e:
+            # try to extract json error message
+            # if that fails, fall back to the original exception
+            try:
+                exception_json = e.response.json()
+            except Exception:
+                raise e
+
+            raise DatabricksException(**exception_json)
+
+        return r.json()
+
+    def _create_handle(self, path, overwrite=True):
+        """
+        Internal function to create a handle, which can be used to
+        write blocks of a file to DBFS.
+        A handle has a unique identifier which needs to be passed
+        whenever written during this transaction.
+        The handle is active for 10 minutes - after that a new
+        write transaction needs to be created.
+        Make sure to close the handle after you are finished.
+
+        Parameters
+        ----------
+        path: str
+            Absolute path for this file.
+        overwrite: bool
+            If a file already exist at this location, either overwrite
+            it or raise an exception.
+        """
+        try:
+            r = self._send_to_api(
+                method="post",
+                endpoint="create",
+                json={"path": path, "overwrite": overwrite},
+            )
+            return r["handle"]
+        except DatabricksException as e:
+            if e.error_code == "RESOURCE_ALREADY_EXISTS":
+                raise FileExistsError(e.message)
+
+            raise e
+
+    def _close_handle(self, handle):
+        """
+        Close a handle, which was opened by :func:`_create_handle`.
+
+        Parameters
+        ----------
+        handle: str
+            Which handle to close.
+        """
+        try:
+            self._send_to_api(method="post", endpoint="close", json={"handle": handle})
+        except DatabricksException as e:
+            if e.error_code == "RESOURCE_DOES_NOT_EXIST":
+                raise FileNotFoundError(e.message)
+
+            raise e
+
+    def _add_data(self, handle, data):
+        """
+        Upload data to an already opened file handle
+        (opened by :func:`_create_handle`).
+        The maximal allowed data size is 1MB after
+        conversion to base64.
+        Remember to close the handle when you are finished.
+
+        Parameters
+        ----------
+        handle: str
+            Which handle to upload data to.
+        data: bytes
+            Block of data to add to the handle.
+        """
+        data = base64.b64encode(data).decode()
+        try:
+            self._send_to_api(
+                method="post",
+                endpoint="add-block",
+                json={"handle": handle, "data": data},
+            )
+        except DatabricksException as e:
+            if e.error_code == "RESOURCE_DOES_NOT_EXIST":
+                raise FileNotFoundError(e.message)
+            elif e.error_code == "MAX_BLOCK_SIZE_EXCEEDED":
+                raise ValueError(e.message)
+
+            raise e
+
+    def _get_data(self, path, start, end):
+        """
+        Download data in bytes from a given absolute path in a block
+        from [start, start+length].
+        The maximum number of allowed bytes to read is 1MB.
+
+        Parameters
+        ----------
+        path: str
+            Absolute path to download data from
+        start: int
+            Start position of the block
+        end: int
+            End position of the block
+        """
+        try:
+            r = self._send_to_api(
+                method="get",
+                endpoint="read",
+                json={"path": path, "offset": start, "length": end - start},
+            )
+            return base64.b64decode(r["data"])
+        except DatabricksException as e:
+            if e.error_code == "RESOURCE_DOES_NOT_EXIST":
+                raise FileNotFoundError(e.message)
+            elif e.error_code in ["INVALID_PARAMETER_VALUE", "MAX_READ_SIZE_EXCEEDED"]:
+                raise ValueError(e.message)
+
+            raise e
+
+    def invalidate_cache(self, path=None):
+        if path is None:
+            self.dircache.clear()
+        else:
+            self.dircache.pop(path, None)
+        super().invalidate_cache(path)
+
+
+class DatabricksFile(AbstractBufferedFile):
+    """
+    Helper class for files referenced in the DatabricksFileSystem.
+    """
+
+    DEFAULT_BLOCK_SIZE = 1 * 2**20  # only allowed block size
+
+    def __init__(
+        self,
+        fs,
+        path,
+        mode="rb",
+        block_size="default",
+        autocommit=True,
+        cache_type="readahead",
+        cache_options=None,
+        **kwargs,
+    ):
+        """
+        Create a new instance of the DatabricksFile.
+
+        The blocksize needs to be the default one.
+        """
+        if block_size is None or block_size == "default":
+            block_size = self.DEFAULT_BLOCK_SIZE
+
+        assert (
+            block_size == self.DEFAULT_BLOCK_SIZE
+        ), f"Only the default block size is allowed, not {block_size}"
+
+        super().__init__(
+            fs,
+            path,
+            mode=mode,
+            block_size=block_size,
+            autocommit=autocommit,
+            cache_type=cache_type,
+            cache_options=cache_options or {},
+            **kwargs,
+        )
+
+    def _initiate_upload(self):
+        """Internal function to start a file upload"""
+        self.handle = self.fs._create_handle(self.path)
+
+    def _upload_chunk(self, final=False):
+        """Internal function to add a chunk of data to a started upload"""
+        self.buffer.seek(0)
+        data = self.buffer.getvalue()
+
+        data_chunks = [
+            data[start:end] for start, end in self._to_sized_blocks(len(data))
+        ]
+
+        for data_chunk in data_chunks:
+            self.fs._add_data(handle=self.handle, data=data_chunk)
+
+        if final:
+            self.fs._close_handle(handle=self.handle)
+            return True
+
+    def _fetch_range(self, start, end):
+        """Internal function to download a block of data"""
+        return_buffer = b""
+        length = end - start
+        for chunk_start, chunk_end in self._to_sized_blocks(length, start):
+            return_buffer += self.fs._get_data(
+                path=self.path, start=chunk_start, end=chunk_end
+            )
+
+        return return_buffer
+
+    def _to_sized_blocks(self, length, start=0):
+        """Helper function to split a range from 0 to total_length into bloksizes"""
+        end = start + length
+        for data_chunk in range(start, end, self.blocksize):
+            data_start = data_chunk
+            data_end = min(end, data_chunk + self.blocksize)
+            yield data_start, data_end

env-llmeval/lib/python3.10/site-packages/fsspec/implementations/git.py

@@ -0,0 +1,127 @@
+import os
+
+import pygit2
+
+from fsspec.spec import AbstractFileSystem
+
+from .memory import MemoryFile
+
+
+class GitFileSystem(AbstractFileSystem):
+    """Browse the files of a local git repo at any hash/tag/branch
+
+    (experimental backend)
+    """
+
+    root_marker = ""
+    cachable = True
+
+    def __init__(self, path=None, fo=None, ref=None, **kwargs):
+        """
+
+        Parameters
+        ----------
+        path: str (optional)
+            Local location of the repo (uses current directory if not given).
+            May be deprecated in favour of ``fo``. When used with a higher
+            level function such as fsspec.open(), may be of the form
+            "git://[path-to-repo[:]][ref@]path/to/file" (but the actual
+            file path should not contain "@" or ":").
+        fo: str (optional)
+            Same as ``path``, but passed as part of a chained URL. This one
+            takes precedence if both are given.
+        ref: str (optional)
+            Reference to work with, could be a hash, tag or branch name. Defaults
+            to current working tree. Note that ``ls`` and ``open`` also take hash,
+            so this becomes the default for those operations
+        kwargs
+        """
+        super().__init__(**kwargs)
+        self.repo = pygit2.Repository(fo or path or os.getcwd())
+        self.ref = ref or "master"
+
+    @classmethod
+    def _strip_protocol(cls, path):
+        path = super()._strip_protocol(path).lstrip("/")
+        if ":" in path:
+            path = path.split(":", 1)[1]
+        if "@" in path:
+            path = path.split("@", 1)[1]
+        return path.lstrip("/")
+
+    def _path_to_object(self, path, ref):
+        comm, ref = self.repo.resolve_refish(ref or self.ref)
+        parts = path.split("/")
+        tree = comm.tree
+        for part in parts:
+            if part and isinstance(tree, pygit2.Tree):
+                tree = tree[part]
+        return tree
+
+    @staticmethod
+    def _get_kwargs_from_urls(path):
+        if path.startswith("git://"):
+            path = path[6:]
+        out = {}
+        if ":" in path:
+            out["path"], path = path.split(":", 1)
+        if "@" in path:
+            out["ref"], path = path.split("@", 1)
+        return out
+
+    def ls(self, path, detail=True, ref=None, **kwargs):
+        path = self._strip_protocol(path)
+        tree = self._path_to_object(path, ref)
+        if isinstance(tree, pygit2.Tree):
+            out = []
+            for obj in tree:
+                if isinstance(obj, pygit2.Tree):
+                    out.append(
+                        {
+                            "type": "directory",
+                            "name": "/".join([path, obj.name]).lstrip("/"),
+                            "hex": obj.hex,
+                            "mode": f"{obj.filemode:o}",
+                            "size": 0,
+                        }
+                    )
+                else:
+                    out.append(
+                        {
+                            "type": "file",
+                            "name": "/".join([path, obj.name]).lstrip("/"),
+                            "hex": obj.hex,
+                            "mode": f"{obj.filemode:o}",
+                            "size": obj.size,
+                        }
+                    )
+        else:
+            obj = tree
+            out = [
+                {
+                    "type": "file",
+                    "name": obj.name,
+                    "hex": obj.hex,
+                    "mode": f"{obj.filemode:o}",
+                    "size": obj.size,
+                }
+            ]
+        if detail:
+            return out
+        return [o["name"] for o in out]
+
+    def ukey(self, path, ref=None):
+        return self.info(path, ref=ref)["hex"]
+
+    def _open(
+        self,
+        path,
+        mode="rb",
+        block_size=None,
+        autocommit=True,
+        cache_options=None,
+        ref=None,
+        **kwargs,
+    ):
+        obj = self._path_to_object(path, ref or self.ref)
+        return MemoryFile(data=obj.data)

env-llmeval/lib/python3.10/site-packages/fsspec/implementations/github.py

@@ -0,0 +1,227 @@
+import requests
+
+from ..spec import AbstractFileSystem
+from ..utils import infer_storage_options
+from .memory import MemoryFile
+
+# TODO: add GIST backend, would be very similar
+
+
+class GithubFileSystem(AbstractFileSystem):
+    """Interface to files in github
+
+    An instance of this class provides the files residing within a remote github
+    repository. You may specify a point in the repos history, by SHA, branch
+    or tag (default is current master).
+
+    Given that code files tend to be small, and that github does not support
+    retrieving partial content, we always fetch whole files.
+
+    When using fsspec.open, allows URIs of the form:
+
+    - "github://path/file", in which case you must specify org, repo and
+      may specify sha in the extra args
+    - 'github://org:repo@/precip/catalog.yml', where the org and repo are
+      part of the URI
+    - 'github://org:repo@sha/precip/catalog.yml', where the sha is also included
+
+    ``sha`` can be the full or abbreviated hex of the commit you want to fetch
+    from, or a branch or tag name (so long as it doesn't contain special characters
+    like "/", "?", which would have to be HTTP-encoded).
+
+    For authorised access, you must provide username and token, which can be made
+    at https://github.com/settings/tokens
+    """
+
+    url = "https://api.github.com/repos/{org}/{repo}/git/trees/{sha}"
+    rurl = "https://raw.githubusercontent.com/{org}/{repo}/{sha}/{path}"
+    protocol = "github"
+    timeout = (60, 60)  # connect, read timeouts
+
+    def __init__(
+        self, org, repo, sha=None, username=None, token=None, timeout=None, **kwargs
+    ):
+        super().__init__(**kwargs)
+        self.org = org
+        self.repo = repo
+        if (username is None) ^ (token is None):
+            raise ValueError("Auth required both username and token")
+        self.username = username
+        self.token = token
+        if timeout is not None:
+            self.timeout = timeout
+        if sha is None:
+            # look up default branch (not necessarily "master")
+            u = "https://api.github.com/repos/{org}/{repo}"
+            r = requests.get(
+                u.format(org=org, repo=repo), timeout=self.timeout, **self.kw
+            )
+            r.raise_for_status()
+            sha = r.json()["default_branch"]
+
+        self.root = sha
+        self.ls("")
+
+    @property
+    def kw(self):
+        if self.username:
+            return {"auth": (self.username, self.token)}
+        return {}
+
+    @classmethod
+    def repos(cls, org_or_user, is_org=True):
+        """List repo names for given org or user
+
+        This may become the top level of the FS
+
+        Parameters
+        ----------
+        org_or_user: str
+            Name of the github org or user to query
+        is_org: bool (default True)
+            Whether the name is an organisation (True) or user (False)
+
+        Returns
+        -------
+        List of string
+        """
+        r = requests.get(
+            f"https://api.github.com/{['users', 'orgs'][is_org]}/{org_or_user}/repos",
+            timeout=cls.timeout,
+        )
+        r.raise_for_status()
+        return [repo["name"] for repo in r.json()]
+
+    @property
+    def tags(self):
+        """Names of tags in the repo"""
+        r = requests.get(
+            f"https://api.github.com/repos/{self.org}/{self.repo}/tags",
+            timeout=self.timeout,
+            **self.kw,
+        )
+        r.raise_for_status()
+        return [t["name"] for t in r.json()]
+
+    @property
+    def branches(self):
+        """Names of branches in the repo"""
+        r = requests.get(
+            f"https://api.github.com/repos/{self.org}/{self.repo}/branches",
+            timeout=self.timeout,
+            **self.kw,
+        )
+        r.raise_for_status()
+        return [t["name"] for t in r.json()]
+
+    @property
+    def refs(self):
+        """Named references, tags and branches"""
+        return {"tags": self.tags, "branches": self.branches}
+
+    def ls(self, path, detail=False, sha=None, _sha=None, **kwargs):
+        """List files at given path
+
+        Parameters
+        ----------
+        path: str
+            Location to list, relative to repo root
+        detail: bool
+            If True, returns list of dicts, one per file; if False, returns
+            list of full filenames only
+        sha: str (optional)
+            List at the given point in the repo history, branch or tag name or commit
+            SHA
+        _sha: str (optional)
+            List this specific tree object (used internally to descend into trees)
+        """
+        path = self._strip_protocol(path)
+        if path == "":
+            _sha = sha or self.root
+        if _sha is None:
+            parts = path.rstrip("/").split("/")
+            so_far = ""
+            _sha = sha or self.root
+            for part in parts:
+                out = self.ls(so_far, True, sha=sha, _sha=_sha)
+                so_far += "/" + part if so_far else part
+                out = [o for o in out if o["name"] == so_far]
+                if not out:
+                    raise FileNotFoundError(path)
+                out = out[0]
+                if out["type"] == "file":
+                    if detail:
+                        return [out]
+                    else:
+                        return path
+                _sha = out["sha"]
+        if path not in self.dircache or sha not in [self.root, None]:
+            r = requests.get(
+                self.url.format(org=self.org, repo=self.repo, sha=_sha),
+                timeout=self.timeout,
+                **self.kw,
+            )
+            if r.status_code == 404:
+                raise FileNotFoundError(path)
+            r.raise_for_status()
+            types = {"blob": "file", "tree": "directory"}
+            out = [
+                {
+                    "name": path + "/" + f["path"] if path else f["path"],
+                    "mode": f["mode"],
+                    "type": types[f["type"]],
+                    "size": f.get("size", 0),
+                    "sha": f["sha"],
+                }
+                for f in r.json()["tree"]
+                if f["type"] in types
+            ]
+            if sha in [self.root, None]:
+                self.dircache[path] = out
+        else:
+            out = self.dircache[path]
+        if detail:
+            return out
+        else:
+            return sorted([f["name"] for f in out])
+
+    def invalidate_cache(self, path=None):
+        self.dircache.clear()
+
+    @classmethod
+    def _strip_protocol(cls, path):
+        opts = infer_storage_options(path)
+        if "username" not in opts:
+            return super()._strip_protocol(path)
+        return opts["path"].lstrip("/")
+
+    @staticmethod
+    def _get_kwargs_from_urls(path):
+        opts = infer_storage_options(path)
+        if "username" not in opts:
+            return {}
+        out = {"org": opts["username"], "repo": opts["password"]}
+        if opts["host"]:
+            out["sha"] = opts["host"]
+        return out
+
+    def _open(
+        self,
+        path,
+        mode="rb",
+        block_size=None,
+        autocommit=True,
+        cache_options=None,
+        sha=None,
+        **kwargs,
+    ):
+        if mode != "rb":
+            raise NotImplementedError
+        url = self.rurl.format(
+            org=self.org, repo=self.repo, path=path, sha=sha or self.root
+        )
+        r = requests.get(url, timeout=self.timeout, **self.kw)
+        if r.status_code == 404:
+            raise FileNotFoundError(path)
+        r.raise_for_status()
+        return MemoryFile(None, None, r.content)

env-llmeval/lib/python3.10/site-packages/fsspec/implementations/libarchive.py

@@ -0,0 +1,213 @@
+from contextlib import contextmanager
+from ctypes import (
+    CFUNCTYPE,
+    POINTER,
+    c_int,
+    c_longlong,
+    c_void_p,
+    cast,
+    create_string_buffer,
+)
+
+import libarchive
+import libarchive.ffi as ffi
+
+from fsspec import open_files
+from fsspec.archive import AbstractArchiveFileSystem
+from fsspec.implementations.memory import MemoryFile
+from fsspec.utils import DEFAULT_BLOCK_SIZE
+
+# Libarchive requires seekable files or memory only for certain archive
+# types. However, since we read the directory first to cache the contents
+# and also allow random access to any file, the file-like object needs
+# to be seekable no matter what.
+
+# Seek call-backs (not provided in the libarchive python wrapper)
+SEEK_CALLBACK = CFUNCTYPE(c_longlong, c_int, c_void_p, c_longlong, c_int)
+read_set_seek_callback = ffi.ffi(
+    "read_set_seek_callback", [ffi.c_archive_p, SEEK_CALLBACK], c_int, ffi.check_int
+)
+new_api = hasattr(ffi, "NO_OPEN_CB")
+
+
+@contextmanager
+def custom_reader(file, format_name="all", filter_name="all", block_size=ffi.page_size):
+    """Read an archive from a seekable file-like object.
+
+    The `file` object must support the standard `readinto` and 'seek' methods.
+    """
+    buf = create_string_buffer(block_size)
+    buf_p = cast(buf, c_void_p)
+
+    def read_func(archive_p, context, ptrptr):
+        # readinto the buffer, returns number of bytes read
+        length = file.readinto(buf)
+        # write the address of the buffer into the pointer
+        ptrptr = cast(ptrptr, POINTER(c_void_p))
+        ptrptr[0] = buf_p
+        # tell libarchive how much data was written into the buffer
+        return length
+
+    def seek_func(archive_p, context, offset, whence):
+        file.seek(offset, whence)
+        # tell libarchvie the current position
+        return file.tell()
+
+    read_cb = ffi.READ_CALLBACK(read_func)
+    seek_cb = SEEK_CALLBACK(seek_func)
+
+    if new_api:
+        open_cb = ffi.NO_OPEN_CB
+        close_cb = ffi.NO_CLOSE_CB
+    else:
+        open_cb = libarchive.read.OPEN_CALLBACK(ffi.VOID_CB)
+        close_cb = libarchive.read.CLOSE_CALLBACK(ffi.VOID_CB)
+
+    with libarchive.read.new_archive_read(format_name, filter_name) as archive_p:
+        read_set_seek_callback(archive_p, seek_cb)
+        ffi.read_open(archive_p, None, open_cb, read_cb, close_cb)
+        yield libarchive.read.ArchiveRead(archive_p)
+
+
+class LibArchiveFileSystem(AbstractArchiveFileSystem):
+    """Compressed archives as a file-system (read-only)
+
+    Supports the following formats:
+    tar, pax , cpio, ISO9660, zip, mtree, shar, ar, raw, xar, lha/lzh, rar
+    Microsoft CAB, 7-Zip, WARC
+
+    See the libarchive documentation for further restrictions.
+    https://www.libarchive.org/
+
+    Keeps file object open while instance lives. It only works in seekable
+    file-like objects. In case the filesystem does not support this kind of
+    file object, it is recommended to cache locally.
+
+    This class is pickleable, but not necessarily thread-safe (depends on the
+    platform). See libarchive documentation for details.
+    """
+
+    root_marker = ""
+    protocol = "libarchive"
+    cachable = False
+
+    def __init__(
+        self,
+        fo="",
+        mode="r",
+        target_protocol=None,
+        target_options=None,
+        block_size=DEFAULT_BLOCK_SIZE,
+        **kwargs,
+    ):
+        """
+        Parameters
+        ----------
+        fo: str or file-like
+            Contains ZIP, and must exist. If a str, will fetch file using
+            :meth:`~fsspec.open_files`, which must return one file exactly.
+        mode: str
+            Currently, only 'r' accepted
+        target_protocol: str (optional)
+            If ``fo`` is a string, this value can be used to override the
+            FS protocol inferred from a URL
+        target_options: dict (optional)
+            Kwargs passed when instantiating the target FS, if ``fo`` is
+            a string.
+        """
+        super().__init__(self, **kwargs)
+        if mode != "r":
+            raise ValueError("Only read from archive files accepted")
+        if isinstance(fo, str):
+            files = open_files(fo, protocol=target_protocol, **(target_options or {}))
+            if len(files) != 1:
+                raise ValueError(
+                    f'Path "{fo}" did not resolve to exactly one file: "{files}"'
+                )
+            fo = files[0]
+        self.of = fo
+        self.fo = fo.__enter__()  # the whole instance is a context
+        self.block_size = block_size
+        self.dir_cache = None
+
+    @contextmanager
+    def _open_archive(self):
+        self.fo.seek(0)
+        with custom_reader(self.fo, block_size=self.block_size) as arc:
+            yield arc
+
+    @classmethod
+    def _strip_protocol(cls, path):
+        # file paths are always relative to the archive root
+        return super()._strip_protocol(path).lstrip("/")
+
+    def _get_dirs(self):
+        fields = {
+            "name": "pathname",
+            "size": "size",
+            "created": "ctime",
+            "mode": "mode",
+            "uid": "uid",
+            "gid": "gid",
+            "mtime": "mtime",
+        }
+
+        if self.dir_cache is not None:
+            return
+
+        self.dir_cache = {}
+        list_names = []
+        with self._open_archive() as arc:
+            for entry in arc:
+                if not entry.isdir and not entry.isfile:
+                    # Skip symbolic links, fifo entries, etc.
+                    continue
+                self.dir_cache.update(
+                    {
+                        dirname: {"name": dirname, "size": 0, "type": "directory"}
+                        for dirname in self._all_dirnames(set(entry.name))
+                    }
+                )
+                f = {key: getattr(entry, fields[key]) for key in fields}
+                f["type"] = "directory" if entry.isdir else "file"
+                list_names.append(entry.name)
+
+                self.dir_cache[f["name"]] = f
+        # libarchive does not seem to return an entry for the directories (at least
+        # not in all formats), so get the directories names from the files names
+        self.dir_cache.update(
+            {
+                dirname: {"name": dirname, "size": 0, "type": "directory"}
+                for dirname in self._all_dirnames(list_names)
+            }
+        )
+
+    def _open(
+        self,
+        path,
+        mode="rb",
+        block_size=None,
+        autocommit=True,
+        cache_options=None,
+        **kwargs,
+    ):
+        path = self._strip_protocol(path)
+        if mode != "rb":
+            raise NotImplementedError
+
+        data = bytes()
+        with self._open_archive() as arc:
+            for entry in arc:
+                if entry.pathname != path:
+                    continue
+
+                if entry.size == 0:
+                    # empty file, so there are no blocks
+                    break
+
+                for block in entry.get_blocks(entry.size):
+                    data = block
+                    break
+                else:
+                    raise ValueError
+        return MemoryFile(fs=self, path=path, data=data)

env-llmeval/lib/python3.10/site-packages/fsspec/implementations/local.py

@@ -0,0 +1,418 @@
+import datetime
+import io
+import logging
+import os
+import os.path as osp
+import re
+import shutil
+import stat
+import tempfile
+
+from fsspec import AbstractFileSystem
+from fsspec.compression import compr
+from fsspec.core import get_compression
+from fsspec.utils import isfilelike, stringify_path
+
+logger = logging.getLogger("fsspec.local")
+
+
+class LocalFileSystem(AbstractFileSystem):
+    """Interface to files on local storage
+
+    Parameters
+    ----------
+    auto_mkdir: bool
+        Whether, when opening a file, the directory containing it should
+        be created (if it doesn't already exist). This is assumed by pyarrow
+        code.
+    """
+
+    root_marker = "/"
+    protocol = "file", "local"
+    local_file = True
+
+    def __init__(self, auto_mkdir=False, **kwargs):
+        super().__init__(**kwargs)
+        self.auto_mkdir = auto_mkdir
+
+    @property
+    def fsid(self):
+        return "local"
+
+    def mkdir(self, path, create_parents=True, **kwargs):
+        path = self._strip_protocol(path)
+        if self.exists(path):
+            raise FileExistsError(path)
+        if create_parents:
+            self.makedirs(path, exist_ok=True)
+        else:
+            os.mkdir(path, **kwargs)
+
+    def makedirs(self, path, exist_ok=False):
+        path = self._strip_protocol(path)
+        os.makedirs(path, exist_ok=exist_ok)
+
+    def rmdir(self, path):
+        path = self._strip_protocol(path)
+        os.rmdir(path)
+
+    def ls(self, path, detail=False, **kwargs):
+        path = self._strip_protocol(path)
+        info = self.info(path)
+        if info["type"] == "directory":
+            with os.scandir(path) as it:
+                infos = [self.info(f) for f in it]
+        else:
+            infos = [info]
+
+        if not detail:
+            return [i["name"] for i in infos]
+        return infos
+
+    def info(self, path, **kwargs):
+        if isinstance(path, os.DirEntry):
+            # scandir DirEntry
+            out = path.stat(follow_symlinks=False)
+            link = path.is_symlink()
+            if path.is_dir(follow_symlinks=False):
+                t = "directory"
+            elif path.is_file(follow_symlinks=False):
+                t = "file"
+            else:
+                t = "other"
+            path = self._strip_protocol(path.path)
+        else:
+            # str or path-like
+            path = self._strip_protocol(path)
+            out = os.stat(path, follow_symlinks=False)
+            link = stat.S_ISLNK(out.st_mode)
+            if link:
+                out = os.stat(path, follow_symlinks=True)
+            if stat.S_ISDIR(out.st_mode):
+                t = "directory"
+            elif stat.S_ISREG(out.st_mode):
+                t = "file"
+            else:
+                t = "other"
+        result = {
+            "name": path,
+            "size": out.st_size,
+            "type": t,
+            "created": out.st_ctime,
+            "islink": link,
+        }
+        for field in ["mode", "uid", "gid", "mtime", "ino", "nlink"]:
+            result[field] = getattr(out, f"st_{field}")
+        if result["islink"]:
+            result["destination"] = os.readlink(path)
+            try:
+                out2 = os.stat(path, follow_symlinks=True)
+                result["size"] = out2.st_size
+            except OSError:
+                result["size"] = 0
+        return result
+
+    def lexists(self, path, **kwargs):
+        return osp.lexists(path)
+
+    def cp_file(self, path1, path2, **kwargs):
+        path1 = self._strip_protocol(path1).rstrip("/")
+        path2 = self._strip_protocol(path2).rstrip("/")
+        if self.auto_mkdir:
+            self.makedirs(self._parent(path2), exist_ok=True)
+        if self.isfile(path1):
+            shutil.copyfile(path1, path2)
+        elif self.isdir(path1):
+            self.mkdirs(path2, exist_ok=True)
+        else:
+            raise FileNotFoundError(path1)
+
+    def get_file(self, path1, path2, callback=None, **kwargs):
+        if isfilelike(path2):
+            with open(path1, "rb") as f:
+                shutil.copyfileobj(f, path2)
+        else:
+            return self.cp_file(path1, path2, **kwargs)
+
+    def put_file(self, path1, path2, callback=None, **kwargs):
+        return self.cp_file(path1, path2, **kwargs)
+
+    def mv_file(self, path1, path2, **kwargs):
+        path1 = self._strip_protocol(path1).rstrip("/")
+        path2 = self._strip_protocol(path2).rstrip("/")
+        shutil.move(path1, path2)
+
+    def link(self, src, dst, **kwargs):
+        src = self._strip_protocol(src)
+        dst = self._strip_protocol(dst)
+        os.link(src, dst, **kwargs)
+
+    def symlink(self, src, dst, **kwargs):
+        src = self._strip_protocol(src)
+        dst = self._strip_protocol(dst)
+        os.symlink(src, dst, **kwargs)
+
+    def islink(self, path) -> bool:
+        return os.path.islink(self._strip_protocol(path))
+
+    def rm_file(self, path):
+        os.remove(self._strip_protocol(path))
+
+    def rm(self, path, recursive=False, maxdepth=None):
+        if not isinstance(path, list):
+            path = [path]
+
+        for p in path:
+            p = self._strip_protocol(p).rstrip("/")
+            if self.isdir(p):
+                if not recursive:
+                    raise ValueError("Cannot delete directory, set recursive=True")
+                if osp.abspath(p) == os.getcwd():
+                    raise ValueError("Cannot delete current working directory")
+                shutil.rmtree(p)
+            else:
+                os.remove(p)
+
+    def unstrip_protocol(self, name):
+        name = self._strip_protocol(name)  # normalise for local/win/...
+        return f"file://{name}"
+
+    def _open(self, path, mode="rb", block_size=None, **kwargs):
+        path = self._strip_protocol(path)
+        if self.auto_mkdir and "w" in mode:
+            self.makedirs(self._parent(path), exist_ok=True)
+        return LocalFileOpener(path, mode, fs=self, **kwargs)
+
+    def touch(self, path, truncate=True, **kwargs):
+        path = self._strip_protocol(path)
+        if self.auto_mkdir:
+            self.makedirs(self._parent(path), exist_ok=True)
+        if self.exists(path):
+            os.utime(path, None)
+        else:
+            open(path, "a").close()
+        if truncate:
+            os.truncate(path, 0)
+
+    def created(self, path):
+        info = self.info(path=path)
+        return datetime.datetime.fromtimestamp(
+            info["created"], tz=datetime.timezone.utc
+        )
+
+    def modified(self, path):
+        info = self.info(path=path)
+        return datetime.datetime.fromtimestamp(info["mtime"], tz=datetime.timezone.utc)
+
+    @classmethod
+    def _parent(cls, path):
+        path = cls._strip_protocol(path).rstrip("/")
+        if "/" in path:
+            return path.rsplit("/", 1)[0]
+        else:
+            return cls.root_marker
+
+    @classmethod
+    def _strip_protocol(cls, path):
+        path = stringify_path(path)
+        if path.startswith("file://"):
+            path = path[7:]
+        elif path.startswith("file:"):
+            path = path[5:]
+        elif path.startswith("local://"):
+            path = path[8:]
+        elif path.startswith("local:"):
+            path = path[6:]
+        return make_path_posix(path).rstrip("/") or cls.root_marker
+
+    def _isfilestore(self):
+        # Inheriting from DaskFileSystem makes this False (S3, etc. were)
+        # the original motivation. But we are a posix-like file system.
+        # See https://github.com/dask/dask/issues/5526
+        return True
+
+    def chmod(self, path, mode):
+        path = stringify_path(path)
+        return os.chmod(path, mode)
+
+
+def make_path_posix(path, sep=os.sep):
+    """Make path generic"""
+    if isinstance(path, (list, set, tuple)):
+        return type(path)(make_path_posix(p) for p in path)
+    if "~" in path:
+        path = osp.expanduser(path)
+    if sep == "/":
+        # most common fast case for posix
+        if path.startswith("/"):
+            return path
+        if path.startswith("./"):
+            path = path[2:]
+        return f"{os.getcwd()}/{path}"
+    if (
+        (sep not in path and "/" not in path)
+        or (sep == "/" and not path.startswith("/"))
+        or (sep == "\\" and ":" not in path and not path.startswith("\\\\"))
+    ):
+        # relative path like "path" or "rel\\path" (win) or rel/path"
+        if os.sep == "\\":
+            # abspath made some more '\\' separators
+            return make_path_posix(osp.abspath(path))
+        else:
+            return f"{os.getcwd()}/{path}"
+    if path.startswith("file://"):
+        path = path[7:]
+    if re.match("/[A-Za-z]:", path):
+        # for windows file URI like "file:///C:/folder/file"
+        # or "file:///C:\\dir\\file"
+        path = path[1:].replace("\\", "/").replace("//", "/")
+    if path.startswith("\\\\"):
+        # special case for windows UNC/DFS-style paths, do nothing,
+        # just flip the slashes around (case below does not work!)
+        return path.replace("\\", "/")
+    if re.match("[A-Za-z]:", path):
+        # windows full path like "C:\\local\\path"
+        return path.lstrip("\\").replace("\\", "/").replace("//", "/")
+    if path.startswith("\\"):
+        # windows network path like "\\server\\path"
+        return "/" + path.lstrip("\\").replace("\\", "/").replace("//", "/")
+    return path
+
+
+def trailing_sep(path):
+    """Return True if the path ends with a path separator.
+
+    A forward slash is always considered a path separator, even on Operating
+    Systems that normally use a backslash.
+    """
+    # TODO: if all incoming paths were posix-compliant then separator would
+    # always be a forward slash, simplifying this function.
+    # See https://github.com/fsspec/filesystem_spec/pull/1250
+    return path.endswith(os.sep) or (os.altsep is not None and path.endswith(os.altsep))
+
+
+class LocalFileOpener(io.IOBase):
+    def __init__(
+        self, path, mode, autocommit=True, fs=None, compression=None, **kwargs
+    ):
+        logger.debug("open file: %s", path)
+        self.path = path
+        self.mode = mode
+        self.fs = fs
+        self.f = None
+        self.autocommit = autocommit
+        self.compression = get_compression(path, compression)
+        self.blocksize = io.DEFAULT_BUFFER_SIZE
+        self._open()
+
+    def _open(self):
+        if self.f is None or self.f.closed:
+            if self.autocommit or "w" not in self.mode:
+                self.f = open(self.path, mode=self.mode)
+                if self.compression:
+                    compress = compr[self.compression]
+                    self.f = compress(self.f, mode=self.mode)
+            else:
+                # TODO: check if path is writable?
+                i, name = tempfile.mkstemp()
+                os.close(i)  # we want normal open and normal buffered file
+                self.temp = name
+                self.f = open(name, mode=self.mode)
+            if "w" not in self.mode:
+                self.size = self.f.seek(0, 2)
+                self.f.seek(0)
+                self.f.size = self.size
+
+    def _fetch_range(self, start, end):
+        # probably only used by cached FS
+        if "r" not in self.mode:
+            raise ValueError
+        self._open()
+        self.f.seek(start)
+        return self.f.read(end - start)
+
+    def __setstate__(self, state):
+        self.f = None
+        loc = state.pop("loc", None)
+        self.__dict__.update(state)
+        if "r" in state["mode"]:
+            self.f = None
+            self._open()
+            self.f.seek(loc)
+
+    def __getstate__(self):
+        d = self.__dict__.copy()
+        d.pop("f")
+        if "r" in self.mode:
+            d["loc"] = self.f.tell()
+        else:
+            if not self.f.closed:
+                raise ValueError("Cannot serialise open write-mode local file")
+        return d
+
+    def commit(self):
+        if self.autocommit:
+            raise RuntimeError("Can only commit if not already set to autocommit")
+        shutil.move(self.temp, self.path)
+
+    def discard(self):
+        if self.autocommit:
+            raise RuntimeError("Cannot discard if set to autocommit")
+        os.remove(self.temp)
+
+    def readable(self) -> bool:
+        return True
+
+    def writable(self) -> bool:
+        return "r" not in self.mode
+
+    def read(self, *args, **kwargs):
+        return self.f.read(*args, **kwargs)
+
+    def write(self, *args, **kwargs):
+        return self.f.write(*args, **kwargs)
+
+    def tell(self, *args, **kwargs):
+        return self.f.tell(*args, **kwargs)
+
+    def seek(self, *args, **kwargs):
+        return self.f.seek(*args, **kwargs)
+
+    def seekable(self, *args, **kwargs):
+        return self.f.seekable(*args, **kwargs)
+
+    def readline(self, *args, **kwargs):
+        return self.f.readline(*args, **kwargs)
+
+    def readlines(self, *args, **kwargs):
+        return self.f.readlines(*args, **kwargs)
+
+    def close(self):
+        return self.f.close()
+
+    def truncate(self, size=None) -> int:
+        return self.f.truncate(size)
+
+    @property
+    def closed(self):
+        return self.f.closed
+
+    def fileno(self):
+        return self.raw.fileno()
+
+    def flush(self) -> None:
+        self.f.flush()
+
+    def __iter__(self):
+        return self.f.__iter__()
+
+    def __getattr__(self, item):
+        return getattr(self.f, item)
+
+    def __enter__(self):
+        self._incontext = True
+        return self
+
+    def __exit__(self, exc_type, exc_value, traceback):
+        self._incontext = False
+        self.f.__exit__(exc_type, exc_value, traceback)

env-llmeval/lib/python3.10/site-packages/fsspec/implementations/reference.py

@@ -0,0 +1,1160 @@
+import base64
+import collections
+import io
+import itertools
+import logging
+import math
+import os
+from functools import lru_cache
+from typing import TYPE_CHECKING
+
+import fsspec.core
+
+try:
+    import ujson as json
+except ImportError:
+    if not TYPE_CHECKING:
+        import json
+
+from ..asyn import AsyncFileSystem
+from ..callbacks import DEFAULT_CALLBACK
+from ..core import filesystem, open, split_protocol
+from ..utils import isfilelike, merge_offset_ranges, other_paths
+
+logger = logging.getLogger("fsspec.reference")
+
+
+class ReferenceNotReachable(RuntimeError):
+    def __init__(self, reference, target, *args):
+        super().__init__(*args)
+        self.reference = reference
+        self.target = target
+
+    def __str__(self):
+        return f'Reference "{self.reference}" failed to fetch target {self.target}'
+
+
+def _first(d):
+    return list(d.values())[0]
+
+
+def _prot_in_references(path, references):
+    ref = references.get(path)
+    if isinstance(ref, (list, tuple)):
+        return split_protocol(ref[0])[0] if ref[0] else ref[0]
+
+
+def _protocol_groups(paths, references):
+    if isinstance(paths, str):
+        return {_prot_in_references(paths, references): [paths]}
+    out = {}
+    for path in paths:
+        protocol = _prot_in_references(path, references)
+        out.setdefault(protocol, []).append(path)
+    return out
+
+
+class RefsValuesView(collections.abc.ValuesView):
+    def __iter__(self):
+        for val in self._mapping.zmetadata.values():
+            yield json.dumps(val).encode()
+        yield from self._mapping._items.values()
+        for field in self._mapping.listdir():
+            chunk_sizes = self._mapping._get_chunk_sizes(field)
+            if len(chunk_sizes) == 0:
+                yield self._mapping[field + "/0"]
+                continue
+            yield from self._mapping._generate_all_records(field)
+
+
+class RefsItemsView(collections.abc.ItemsView):
+    def __iter__(self):
+        return zip(self._mapping.keys(), self._mapping.values())
+
+
+def ravel_multi_index(idx, sizes):
+    val = 0
+    mult = 1
+    for i, s in zip(idx[::-1], sizes[::-1]):
+        val += i * mult
+        mult *= s
+    return val
+
+
+class LazyReferenceMapper(collections.abc.MutableMapping):
+    """This interface can be used to read/write references from Parquet stores.
+    It is not intended for other types of references.
+    It can be used with Kerchunk's MultiZarrToZarr method to combine
+    references into a parquet store.
+    Examples of this use-case can be found here:
+    https://fsspec.github.io/kerchunk/advanced.html?highlight=parquet#parquet-storage"""
+
+    # import is class level to prevent numpy dep requirement for fsspec
+    @property
+    def np(self):
+        import numpy as np
+
+        return np
+
+    @property
+    def pd(self):
+        import pandas as pd
+
+        return pd
+
+    def __init__(
+        self, root, fs=None, out_root=None, cache_size=128, categorical_threshold=10
+    ):
+        """
+
+        This instance will be writable, storing changes in memory until full partitions
+        are accumulated or .flush() is called.
+
+        To create an empty lazy store, use .create()
+
+        Parameters
+        ----------
+        root : str
+            Root of parquet store
+        fs : fsspec.AbstractFileSystem
+            fsspec filesystem object, default is local filesystem.
+        cache_size : int, default=128
+            Maximum size of LRU cache, where cache_size*record_size denotes
+            the total number of references that can be loaded in memory at once.
+        categorical_threshold : int
+            Encode urls as pandas.Categorical to reduce memory footprint if the ratio
+            of the number of unique urls to total number of refs for each variable
+            is greater than or equal to this number. (default 10)
+        """
+        self.root = root
+        self.chunk_sizes = {}
+        self.out_root = out_root or self.root
+        self.cat_thresh = categorical_threshold
+        self.cache_size = cache_size
+        self.dirs = None
+        self.url = self.root + "/{field}/refs.{record}.parq"
+        # TODO: derive fs from `root`
+        self.fs = fsspec.filesystem("file") if fs is None else fs
+
+    def __getattr__(self, item):
+        if item in ("_items", "record_size", "zmetadata"):
+            self.setup()
+            # avoid possible recursion if setup fails somehow
+            return self.__dict__[item]
+        raise AttributeError(item)
+
+    def setup(self):
+        self._items = {}
+        self._items[".zmetadata"] = self.fs.cat_file(
+            "/".join([self.root, ".zmetadata"])
+        )
+        met = json.loads(self._items[".zmetadata"])
+        self.record_size = met["record_size"]
+        self.zmetadata = met["metadata"]
+
+        # Define function to open and decompress refs
+        @lru_cache(maxsize=self.cache_size)
+        def open_refs(field, record):
+            """cached parquet file loader"""
+            path = self.url.format(field=field, record=record)
+            data = io.BytesIO(self.fs.cat_file(path))
+            df = self.pd.read_parquet(data, engine="fastparquet")
+            refs = {c: df[c].values for c in df.columns}
+            return refs
+
+        self.open_refs = open_refs
+
+    @staticmethod
+    def create(root, storage_options=None, fs=None, record_size=10000, **kwargs):
+        """Make empty parquet reference set
+
+        First deletes the contents of the given directory, if it exists.
+
+        Parameters
+        ----------
+        root: str
+            Directory to contain the output; will be created
+        storage_options: dict | None
+            For making the filesystem to use for writing is fs is None
+        fs: FileSystem | None
+            Filesystem for writing
+        record_size: int
+            Number of references per parquet file
+        kwargs: passed to __init__
+
+        Returns
+        -------
+        LazyReferenceMapper instance
+        """
+        met = {"metadata": {}, "record_size": record_size}
+        if fs is None:
+            fs, root = fsspec.core.url_to_fs(root, **(storage_options or {}))
+        if fs.exists(root):
+            fs.rm(root, recursive=True)
+        fs.makedirs(root, exist_ok=True)
+        fs.pipe("/".join([root, ".zmetadata"]), json.dumps(met).encode())
+        return LazyReferenceMapper(root, fs, **kwargs)
+
+    def listdir(self, basename=True):
+        """List top-level directories"""
+        # cache me?
+        if self.dirs is None:
+            dirs = [p.split("/", 1)[0] for p in self.zmetadata]
+            self.dirs = {p for p in dirs if p and not p.startswith(".")}
+        listing = self.dirs
+        if basename:
+            listing = [os.path.basename(path) for path in listing]
+        return listing
+
+    def ls(self, path="", detail=True):
+        """Shortcut file listings"""
+        if not path:
+            dirnames = self.listdir()
+            others = set(
+                [".zmetadata"]
+                + [name for name in self.zmetadata if "/" not in name]
+                + [name for name in self._items if "/" not in name]
+            )
+            if detail is False:
+                others.update(dirnames)
+                return sorted(others)
+            dirinfo = [
+                {"name": name, "type": "directory", "size": 0} for name in dirnames
+            ]
+            fileinfo = [
+                {
+                    "name": name,
+                    "type": "file",
+                    "size": len(
+                        json.dumps(self.zmetadata[name])
+                        if name in self.zmetadata
+                        else self._items[name]
+                    ),
+                }
+                for name in others
+            ]
+            return sorted(dirinfo + fileinfo, key=lambda s: s["name"])
+        parts = path.split("/", 1)
+        if len(parts) > 1:
+            raise FileNotFoundError("Cannot list within directories right now")
+        field = parts[0]
+        others = set(
+            [name for name in self.zmetadata if name.startswith(f"{path}/")]
+            + [name for name in self._items if name.startswith(f"{path}/")]
+        )
+        fileinfo = [
+            {
+                "name": name,
+                "type": "file",
+                "size": len(
+                    json.dumps(self.zmetadata[name])
+                    if name in self.zmetadata
+                    else self._items[name]
+                ),
+            }
+            for name in others
+        ]
+        keys = self._keys_in_field(field)
+
+        if detail is False:
+            return list(others) + list(keys)
+        recs = self._generate_all_records(field)
+        recinfo = [
+            {"name": name, "type": "file", "size": rec[-1]}
+            for name, rec in zip(keys, recs)
+            if rec[0]  # filters out path==None, deleted/missing
+        ]
+        return fileinfo + recinfo
+
+    def _load_one_key(self, key):
+        """Get the reference for one key
+
+        Returns bytes, one-element list or three-element list.
+        """
+        if key in self._items:
+            return self._items[key]
+        elif key in self.zmetadata:
+            return json.dumps(self.zmetadata[key]).encode()
+        elif "/" not in key or self._is_meta(key):
+            raise KeyError(key)
+        field, sub_key = key.split("/")
+        record, ri, chunk_size = self._key_to_record(key)
+        maybe = self._items.get((field, record), {}).get(ri, False)
+        if maybe is None:
+            # explicitly deleted
+            raise KeyError
+        elif maybe:
+            return maybe
+        elif chunk_size == 0:
+            return b""
+
+        # Chunk keys can be loaded from row group and cached in LRU cache
+        try:
+            refs = self.open_refs(field, record)
+        except (ValueError, TypeError, FileNotFoundError):
+            raise KeyError(key)
+        columns = ["path", "offset", "size", "raw"]
+        selection = [refs[c][ri] if c in refs else None for c in columns]
+        raw = selection[-1]
+        if raw is not None:
+            return raw
+        if selection[0] is None:
+            raise KeyError("This reference does not exist or has been deleted")
+        if selection[1:3] == [0, 0]:
+            # URL only
+            return selection[:1]
+        # URL, offset, size
+        return selection[:3]
+
+    @lru_cache(4096)
+    def _key_to_record(self, key):
+        """Details needed to construct a reference for one key"""
+        field, chunk = key.split("/")
+        chunk_sizes = self._get_chunk_sizes(field)
+        if len(chunk_sizes) == 0:
+            return 0, 0, 0
+        chunk_idx = [int(c) for c in chunk.split(".")]
+        chunk_number = ravel_multi_index(chunk_idx, chunk_sizes)
+        record = chunk_number // self.record_size
+        ri = chunk_number % self.record_size
+        return record, ri, len(chunk_sizes)
+
+    def _get_chunk_sizes(self, field):
+        """The number of chunks along each axis for a given field"""
+        if field not in self.chunk_sizes:
+            zarray = self.zmetadata[f"{field}/.zarray"]
+            size_ratio = [
+                math.ceil(s / c) for s, c in zip(zarray["shape"], zarray["chunks"])
+            ]
+            self.chunk_sizes[field] = size_ratio or [1]
+        return self.chunk_sizes[field]
+
+    def _generate_record(self, field, record):
+        """The references for a given parquet file of a given field"""
+        refs = self.open_refs(field, record)
+        it = iter(zip(*refs.values()))
+        if len(refs) == 3:
+            # All urls
+            return (list(t) for t in it)
+        elif len(refs) == 1:
+            # All raws
+            return refs["raw"]
+        else:
+            # Mix of urls and raws
+            return (list(t[:3]) if not t[3] else t[3] for t in it)
+
+    def _generate_all_records(self, field):
+        """Load all the references within a field by iterating over the parquet files"""
+        nrec = 1
+        for ch in self._get_chunk_sizes(field):
+            nrec *= ch
+        nrec = math.ceil(nrec / self.record_size)
+        for record in range(nrec):
+            yield from self._generate_record(field, record)
+
+    def values(self):
+        return RefsValuesView(self)
+
+    def items(self):
+        return RefsItemsView(self)
+
+    def __hash__(self):
+        return id(self)
+
+    def __getitem__(self, key):
+        return self._load_one_key(key)
+
+    def __setitem__(self, key, value):
+        if "/" in key and not self._is_meta(key):
+            field, chunk = key.split("/")
+            record, i, _ = self._key_to_record(key)
+            subdict = self._items.setdefault((field, record), {})
+            subdict[i] = value
+            if len(subdict) == self.record_size:
+                self.write(field, record)
+        else:
+            # metadata or top-level
+            self._items[key] = value
+            new_value = json.loads(
+                value.decode() if isinstance(value, bytes) else value
+            )
+            self.zmetadata[key] = {**self.zmetadata.get(key, {}), **new_value}
+
+    @staticmethod
+    def _is_meta(key):
+        return key.startswith(".z") or "/.z" in key
+
+    def __delitem__(self, key):
+        if key in self._items:
+            del self._items[key]
+        elif key in self.zmetadata:
+            del self.zmetadata[key]
+        else:
+            if "/" in key and not self._is_meta(key):
+                field, chunk = key.split("/")
+                record, i, _ = self._key_to_record(key)
+                subdict = self._items.setdefault((field, record), {})
+                subdict[i] = None
+                if len(subdict) == self.record_size:
+                    self.write(field, record)
+            else:
+                # metadata or top-level
+                self._items[key] = None
+
+    def write(self, field, record, base_url=None, storage_options=None):
+        # extra requirements if writing
+        import kerchunk.df
+        import numpy as np
+        import pandas as pd
+
+        partition = self._items[(field, record)]
+        original = False
+        if len(partition) < self.record_size:
+            try:
+                original = self.open_refs(field, record)
+            except IOError:
+                pass
+
+        if original:
+            paths = original["path"]
+            offsets = original["offset"]
+            sizes = original["size"]
+            raws = original["raw"]
+        else:
+            paths = np.full(self.record_size, np.nan, dtype="O")
+            offsets = np.zeros(self.record_size, dtype="int64")
+            sizes = np.zeros(self.record_size, dtype="int64")
+            raws = np.full(self.record_size, np.nan, dtype="O")
+        for j, data in partition.items():
+            if isinstance(data, list):
+                if (
+                    str(paths.dtype) == "category"
+                    and data[0] not in paths.dtype.categories
+                ):
+                    paths = paths.add_categories(data[0])
+                paths[j] = data[0]
+                if len(data) > 1:
+                    offsets[j] = data[1]
+                    sizes[j] = data[2]
+            elif data is None:
+                # delete
+                paths[j] = None
+                offsets[j] = 0
+                sizes[j] = 0
+                raws[j] = None
+            else:
+                # this is the only call into kerchunk, could remove
+                raws[j] = kerchunk.df._proc_raw(data)
+        # TODO: only save needed columns
+        df = pd.DataFrame(
+            {
+                "path": paths,
+                "offset": offsets,
+                "size": sizes,
+                "raw": raws,
+            },
+            copy=False,
+        )
+        if df.path.count() / (df.path.nunique() or 1) > self.cat_thresh:
+            df["path"] = df["path"].astype("category")
+        object_encoding = {"raw": "bytes", "path": "utf8"}
+        has_nulls = ["path", "raw"]
+
+        fn = f"{base_url or self.out_root}/{field}/refs.{record}.parq"
+        self.fs.mkdirs(f"{base_url or self.out_root}/{field}", exist_ok=True)
+        df.to_parquet(
+            fn,
+            engine="fastparquet",
+            storage_options=storage_options
+            or getattr(self.fs, "storage_options", None),
+            compression="zstd",
+            index=False,
+            stats=False,
+            object_encoding=object_encoding,
+            has_nulls=has_nulls,
+            # **kwargs,
+        )
+        partition.clear()
+        self._items.pop((field, record))
+
+    def flush(self, base_url=None, storage_options=None):
+        """Output any modified or deleted keys
+
+        Parameters
+        ----------
+        base_url: str
+            Location of the output
+        """
+        # write what we have so far and clear sub chunks
+        for thing in list(self._items):
+            if isinstance(thing, tuple):
+                field, record = thing
+                self.write(
+                    field,
+                    record,
+                    base_url=base_url,
+                    storage_options=storage_options,
+                )
+
+        # gather .zmetadata from self._items and write that too
+        for k in list(self._items):
+            if k != ".zmetadata" and ".z" in k:
+                self.zmetadata[k] = json.loads(self._items.pop(k))
+        met = {"metadata": self.zmetadata, "record_size": self.record_size}
+        self._items[".zmetadata"] = json.dumps(met).encode()
+        self.fs.pipe(
+            "/".join([base_url or self.out_root, ".zmetadata"]),
+            self._items[".zmetadata"],
+        )
+
+        # TODO: only clear those that we wrote to?
+        self.open_refs.cache_clear()
+
+    def __len__(self):
+        # Caveat: This counts expected references, not actual - but is fast
+        count = 0
+        for field in self.listdir():
+            if field.startswith("."):
+                count += 1
+            else:
+                count += math.prod(self._get_chunk_sizes(field))
+        count += len(self.zmetadata)  # all metadata keys
+        # any other files not in reference partitions
+        count += sum(1 for _ in self._items if not isinstance(_, tuple))
+        return count
+
+    def __iter__(self):
+        # Caveat: returns only existing keys, so the number of these does not
+        #  match len(self)
+        metas = set(self.zmetadata)
+        metas.update(self._items)
+        for bit in metas:
+            if isinstance(bit, str):
+                yield bit
+        for field in self.listdir():
+            for k in self._keys_in_field(field):
+                if k in self:
+                    yield k
+
+    def __contains__(self, item):
+        try:
+            self._load_one_key(item)
+            return True
+        except KeyError:
+            return False
+
+    def _keys_in_field(self, field):
+        """List key names in given field
+
+        Produces strings like "field/x.y" appropriate from the chunking of the array
+        """
+        chunk_sizes = self._get_chunk_sizes(field)
+        if len(chunk_sizes) == 0:
+            yield field + "/0"
+            return
+        inds = itertools.product(*(range(i) for i in chunk_sizes))
+        for ind in inds:
+            yield field + "/" + ".".join([str(c) for c in ind])
+
+
+class ReferenceFileSystem(AsyncFileSystem):
+    """View byte ranges of some other file as a file system
+    Initial version: single file system target, which must support
+    async, and must allow start and end args in _cat_file. Later versions
+    may allow multiple arbitrary URLs for the targets.
+    This FileSystem is read-only. It is designed to be used with async
+    targets (for now). This FileSystem only allows whole-file access, no
+    ``open``. We do not get original file details from the target FS.
+    Configuration is by passing a dict of references at init, or a URL to
+    a JSON file containing the same; this dict
+    can also contain concrete data for some set of paths.
+    Reference dict format:
+    {path0: bytes_data, path1: (target_url, offset, size)}
+    https://github.com/fsspec/kerchunk/blob/main/README.md
+    """
+
+    protocol = "reference"
+
+    def __init__(
+        self,
+        fo,
+        target=None,
+        ref_storage_args=None,
+        target_protocol=None,
+        target_options=None,
+        remote_protocol=None,
+        remote_options=None,
+        fs=None,
+        template_overrides=None,
+        simple_templates=True,
+        max_gap=64_000,
+        max_block=256_000_000,
+        cache_size=128,
+        **kwargs,
+    ):
+        """
+        Parameters
+        ----------
+        fo : dict or str
+            The set of references to use for this instance, with a structure as above.
+            If str referencing a JSON file, will use fsspec.open, in conjunction
+            with target_options and target_protocol to open and parse JSON at this
+            location. If a directory, then assume references are a set of parquet
+            files to be loaded lazily.
+        target : str
+            For any references having target_url as None, this is the default file
+            target to use
+        ref_storage_args : dict
+            If references is a str, use these kwargs for loading the JSON file.
+            Deprecated: use target_options instead.
+        target_protocol : str
+            Used for loading the reference file, if it is a path. If None, protocol
+            will be derived from the given path
+        target_options : dict
+            Extra FS options for loading the reference file ``fo``, if given as a path
+        remote_protocol : str
+            The protocol of the filesystem on which the references will be evaluated
+            (unless fs is provided). If not given, will be derived from the first
+            URL that has a protocol in the templates or in the references, in that
+            order.
+        remote_options : dict
+            kwargs to go with remote_protocol
+        fs : AbstractFileSystem | dict(str, (AbstractFileSystem | dict))
+            Directly provide a file system(s):
+                - a single filesystem instance
+                - a dict of protocol:filesystem, where each value is either a filesystem
+                  instance, or a dict of kwargs that can be used to create in
+                  instance for the given protocol
+
+            If this is given, remote_options and remote_protocol are ignored.
+        template_overrides : dict
+            Swap out any templates in the references file with these - useful for
+            testing.
+        simple_templates: bool
+            Whether templates can be processed with simple replace (True) or if
+            jinja  is needed (False, much slower). All reference sets produced by
+            ``kerchunk`` are simple in this sense, but the spec allows for complex.
+        max_gap, max_block: int
+            For merging multiple concurrent requests to the same remote file.
+            Neighboring byte ranges will only be merged when their
+            inter-range gap is <= ``max_gap``. Default is 64KB. Set to 0
+            to only merge when it requires no extra bytes. Pass a negative
+            number to disable merging, appropriate for local target files.
+            Neighboring byte ranges will only be merged when the size of
+            the aggregated range is <= ``max_block``. Default is 256MB.
+        cache_size : int
+            Maximum size of LRU cache, where cache_size*record_size denotes
+            the total number of references that can be loaded in memory at once.
+            Only used for lazily loaded references.
+        kwargs : passed to parent class
+        """
+        super().__init__(**kwargs)
+        self.target = target
+        self.template_overrides = template_overrides
+        self.simple_templates = simple_templates
+        self.templates = {}
+        self.fss = {}
+        self._dircache = {}
+        self.max_gap = max_gap
+        self.max_block = max_block
+        if isinstance(fo, str):
+            dic = dict(
+                **(ref_storage_args or target_options or {}), protocol=target_protocol
+            )
+            ref_fs, fo2 = fsspec.core.url_to_fs(fo, **dic)
+            if ref_fs.isfile(fo2):
+                # text JSON
+                with fsspec.open(fo, "rb", **dic) as f:
+                    logger.info("Read reference from URL %s", fo)
+                    text = json.load(f)
+                self._process_references(text, template_overrides)
+            else:
+                # Lazy parquet refs
+                logger.info("Open lazy reference dict from URL %s", fo)
+                self.references = LazyReferenceMapper(
+                    fo2,
+                    fs=ref_fs,
+                    cache_size=cache_size,
+                )
+        else:
+            # dictionaries
+            self._process_references(fo, template_overrides)
+        if isinstance(fs, dict):
+            self.fss = {
+                k: (
+                    fsspec.filesystem(k.split(":", 1)[0], **opts)
+                    if isinstance(opts, dict)
+                    else opts
+                )
+                for k, opts in fs.items()
+            }
+            if None not in self.fss:
+                self.fss[None] = filesystem("file")
+            return
+        if fs is not None:
+            # single remote FS
+            remote_protocol = (
+                fs.protocol[0] if isinstance(fs.protocol, tuple) else fs.protocol
+            )
+            self.fss[remote_protocol] = fs
+
+        if remote_protocol is None:
+            # get single protocol from any templates
+            for ref in self.templates.values():
+                if callable(ref):
+                    ref = ref()
+                protocol, _ = fsspec.core.split_protocol(ref)
+                if protocol and protocol not in self.fss:
+                    fs = filesystem(protocol, **(remote_options or {}))
+                    self.fss[protocol] = fs
+        if remote_protocol is None:
+            # get single protocol from references
+            # TODO: warning here, since this can be very expensive?
+            for ref in self.references.values():
+                if callable(ref):
+                    ref = ref()
+                if isinstance(ref, list) and ref[0]:
+                    protocol, _ = fsspec.core.split_protocol(ref[0])
+                    if protocol not in self.fss:
+                        fs = filesystem(protocol, **(remote_options or {}))
+                        self.fss[protocol] = fs
+                        # only use first remote URL
+                        break
+
+        if remote_protocol and remote_protocol not in self.fss:
+            fs = filesystem(remote_protocol, **(remote_options or {}))
+            self.fss[remote_protocol] = fs
+
+        self.fss[None] = fs or filesystem("file")  # default one
+
+    def _cat_common(self, path, start=None, end=None):
+        path = self._strip_protocol(path)
+        logger.debug(f"cat: {path}")
+        try:
+            part = self.references[path]
+        except KeyError:
+            raise FileNotFoundError(path)
+        if isinstance(part, str):
+            part = part.encode()
+        if isinstance(part, bytes):
+            logger.debug(f"Reference: {path}, type bytes")
+            if part.startswith(b"base64:"):
+                part = base64.b64decode(part[7:])
+            return part, None, None
+
+        if len(part) == 1:
+            logger.debug(f"Reference: {path}, whole file => {part}")
+            url = part[0]
+            start1, end1 = start, end
+        else:
+            url, start0, size = part
+            logger.debug(f"Reference: {path} => {url}, offset {start0}, size {size}")
+            end0 = start0 + size
+
+            if start is not None:
+                if start >= 0:
+                    start1 = start0 + start
+                else:
+                    start1 = end0 + start
+            else:
+                start1 = start0
+            if end is not None:
+                if end >= 0:
+                    end1 = start0 + end
+                else:
+                    end1 = end0 + end
+            else:
+                end1 = end0
+        if url is None:
+            url = self.target
+        return url, start1, end1
+
+    async def _cat_file(self, path, start=None, end=None, **kwargs):
+        part_or_url, start0, end0 = self._cat_common(path, start=start, end=end)
+        if isinstance(part_or_url, bytes):
+            return part_or_url[start:end]
+        protocol, _ = split_protocol(part_or_url)
+        try:
+            await self.fss[protocol]._cat_file(part_or_url, start=start, end=end)
+        except Exception as e:
+            raise ReferenceNotReachable(path, part_or_url) from e
+
+    def cat_file(self, path, start=None, end=None, **kwargs):
+        part_or_url, start0, end0 = self._cat_common(path, start=start, end=end)
+        if isinstance(part_or_url, bytes):
+            return part_or_url[start:end]
+        protocol, _ = split_protocol(part_or_url)
+        try:
+            return self.fss[protocol].cat_file(part_or_url, start=start0, end=end0)
+        except Exception as e:
+            raise ReferenceNotReachable(path, part_or_url) from e
+
+    def pipe_file(self, path, value, **_):
+        """Temporarily add binary data or reference as a file"""
+        self.references[path] = value
+
+    async def _get_file(self, rpath, lpath, **kwargs):
+        if self.isdir(rpath):
+            return os.makedirs(lpath, exist_ok=True)
+        data = await self._cat_file(rpath)
+        with open(lpath, "wb") as f:
+            f.write(data)
+
+    def get_file(self, rpath, lpath, callback=DEFAULT_CALLBACK, **kwargs):
+        if self.isdir(rpath):
+            return os.makedirs(lpath, exist_ok=True)
+        data = self.cat_file(rpath, **kwargs)
+        callback.set_size(len(data))
+        if isfilelike(lpath):
+            lpath.write(data)
+        else:
+            with open(lpath, "wb") as f:
+                f.write(data)
+        callback.absolute_update(len(data))
+
+    def get(self, rpath, lpath, recursive=False, **kwargs):
+        if recursive:
+            # trigger directory build
+            self.ls("")
+        rpath = self.expand_path(rpath, recursive=recursive)
+        fs = fsspec.filesystem("file", auto_mkdir=True)
+        targets = other_paths(rpath, lpath)
+        if recursive:
+            data = self.cat([r for r in rpath if not self.isdir(r)])
+        else:
+            data = self.cat(rpath)
+        for remote, local in zip(rpath, targets):
+            if remote in data:
+                fs.pipe_file(local, data[remote])
+
+    def cat(self, path, recursive=False, on_error="raise", **kwargs):
+        if isinstance(path, str) and recursive:
+            raise NotImplementedError
+        if isinstance(path, list) and (recursive or any("*" in p for p in path)):
+            raise NotImplementedError
+        # TODO: if references is lazy, pre-fetch all paths in batch before access
+        proto_dict = _protocol_groups(path, self.references)
+        out = {}
+        for proto, paths in proto_dict.items():
+            fs = self.fss[proto]
+            urls, starts, ends, valid_paths = [], [], [], []
+            for p in paths:
+                # find references or label not-found. Early exit if any not
+                # found and on_error is "raise"
+                try:
+                    u, s, e = self._cat_common(p)
+                except FileNotFoundError as err:
+                    if on_error == "raise":
+                        raise
+                    if on_error != "omit":
+                        out[p] = err
+                else:
+                    urls.append(u)
+                    starts.append(s)
+                    ends.append(e)
+                    valid_paths.append(p)
+
+            # process references into form for merging
+            urls2 = []
+            starts2 = []
+            ends2 = []
+            paths2 = []
+            whole_files = set()
+            for u, s, e, p in zip(urls, starts, ends, valid_paths):
+                if isinstance(u, bytes):
+                    # data
+                    out[p] = u
+                elif s is None:
+                    # whole file - limits are None, None, but no further
+                    # entries take for this file
+                    whole_files.add(u)
+                    urls2.append(u)
+                    starts2.append(s)
+                    ends2.append(e)
+                    paths2.append(p)
+            for u, s, e, p in zip(urls, starts, ends, valid_paths):
+                # second run to account for files that are to be loaded whole
+                if s is not None and u not in whole_files:
+                    urls2.append(u)
+                    starts2.append(s)
+                    ends2.append(e)
+                    paths2.append(p)
+
+            # merge and fetch consolidated ranges
+            new_paths, new_starts, new_ends = merge_offset_ranges(
+                list(urls2),
+                list(starts2),
+                list(ends2),
+                sort=True,
+                max_gap=self.max_gap,
+                max_block=self.max_block,
+            )
+            bytes_out = fs.cat_ranges(new_paths, new_starts, new_ends)
+
+            # unbundle from merged bytes - simple approach
+            for u, s, e, p in zip(urls, starts, ends, valid_paths):
+                if p in out:
+                    continue  # was bytes, already handled
+                for np, ns, ne, b in zip(new_paths, new_starts, new_ends, bytes_out):
+                    if np == u and (ns is None or ne is None):
+                        if isinstance(b, Exception):
+                            out[p] = b
+                        else:
+                            out[p] = b[s:e]
+                    elif np == u and s >= ns and e <= ne:
+                        if isinstance(b, Exception):
+                            out[p] = b
+                        else:
+                            out[p] = b[s - ns : (e - ne) or None]
+
+        for k, v in out.copy().items():
+            # these were valid references, but fetch failed, so transform exc
+            if isinstance(v, Exception) and k in self.references:
+                ex = out[k]
+                new_ex = ReferenceNotReachable(k, self.references[k])
+                new_ex.__cause__ = ex
+                if on_error == "raise":
+                    raise new_ex
+                elif on_error != "omit":
+                    out[k] = new_ex
+
+        if len(out) == 1 and isinstance(path, str) and "*" not in path:
+            return _first(out)
+        return out
+
+    def _process_references(self, references, template_overrides=None):
+        vers = references.get("version", None)
+        if vers is None:
+            self._process_references0(references)
+        elif vers == 1:
+            self._process_references1(references, template_overrides=template_overrides)
+        else:
+            raise ValueError(f"Unknown reference spec version: {vers}")
+        # TODO: we make dircache by iterating over all entries, but for Spec >= 1,
+        #  can replace with programmatic. Is it even needed for mapper interface?
+
+    def _process_references0(self, references):
+        """Make reference dict for Spec Version 0"""
+        self.references = references
+
+    def _process_references1(self, references, template_overrides=None):
+        if not self.simple_templates or self.templates:
+            import jinja2
+        self.references = {}
+        self._process_templates(references.get("templates", {}))
+
+        @lru_cache(1000)
+        def _render_jinja(u):
+            return jinja2.Template(u).render(**self.templates)
+
+        for k, v in references.get("refs", {}).items():
+            if isinstance(v, str):
+                if v.startswith("base64:"):
+                    self.references[k] = base64.b64decode(v[7:])
+                self.references[k] = v
+            elif self.templates:
+                u = v[0]
+                if "{{" in u:
+                    if self.simple_templates:
+                        u = (
+                            u.replace("{{", "{")
+                            .replace("}}", "}")
+                            .format(**self.templates)
+                        )
+                    else:
+                        u = _render_jinja(u)
+                self.references[k] = [u] if len(v) == 1 else [u, v[1], v[2]]
+            else:
+                self.references[k] = v
+        self.references.update(self._process_gen(references.get("gen", [])))
+
+    def _process_templates(self, tmp):
+        self.templates = {}
+        if self.template_overrides is not None:
+            tmp.update(self.template_overrides)
+        for k, v in tmp.items():
+            if "{{" in v:
+                import jinja2
+
+                self.templates[k] = lambda temp=v, **kwargs: jinja2.Template(
+                    temp
+                ).render(**kwargs)
+            else:
+                self.templates[k] = v
+
+    def _process_gen(self, gens):
+        out = {}
+        for gen in gens:
+            dimension = {
+                k: v
+                if isinstance(v, list)
+                else range(v.get("start", 0), v["stop"], v.get("step", 1))
+                for k, v in gen["dimensions"].items()
+            }
+            products = (
+                dict(zip(dimension.keys(), values))
+                for values in itertools.product(*dimension.values())
+            )
+            for pr in products:
+                import jinja2
+
+                key = jinja2.Template(gen["key"]).render(**pr, **self.templates)
+                url = jinja2.Template(gen["url"]).render(**pr, **self.templates)
+                if ("offset" in gen) and ("length" in gen):
+                    offset = int(
+                        jinja2.Template(gen["offset"]).render(**pr, **self.templates)
+                    )
+                    length = int(
+                        jinja2.Template(gen["length"]).render(**pr, **self.templates)
+                    )
+                    out[key] = [url, offset, length]
+                elif ("offset" in gen) ^ ("length" in gen):
+                    raise ValueError(
+                        "Both 'offset' and 'length' are required for a "
+                        "reference generator entry if either is provided."
+                    )
+                else:
+                    out[key] = [url]
+        return out
+
+    def _dircache_from_items(self):
+        self.dircache = {"": []}
+        it = self.references.items()
+        for path, part in it:
+            if isinstance(part, (bytes, str)):
+                size = len(part)
+            elif len(part) == 1:
+                size = None
+            else:
+                _, _, size = part
+            par = path.rsplit("/", 1)[0] if "/" in path else ""
+            par0 = par
+            subdirs = [par0]
+            while par0 and par0 not in self.dircache:
+                # collect parent directories
+                par0 = self._parent(par0)
+                subdirs.append(par0)
+
+            subdirs = subdirs[::-1]
+            for parent, child in zip(subdirs, subdirs[1:]):
+                # register newly discovered directories
+                assert child not in self.dircache
+                assert parent in self.dircache
+                self.dircache[parent].append(
+                    {"name": child, "type": "directory", "size": 0}
+                )
+                self.dircache[child] = []
+
+            self.dircache[par].append({"name": path, "type": "file", "size": size})
+
+    def _open(self, path, mode="rb", block_size=None, cache_options=None, **kwargs):
+        data = self.cat_file(path)  # load whole chunk into memory
+        return io.BytesIO(data)
+
+    def ls(self, path, detail=True, **kwargs):
+        path = self._strip_protocol(path)
+        if isinstance(self.references, LazyReferenceMapper):
+            try:
+                return self.references.ls(path, detail)
+            except KeyError:
+                pass
+            raise FileNotFoundError(f"'{path}' is not a known key")
+        if not self.dircache:
+            self._dircache_from_items()
+        out = self._ls_from_cache(path)
+        if out is None:
+            raise FileNotFoundError(path)
+        if detail:
+            return out
+        return [o["name"] for o in out]
+
+    def exists(self, path, **kwargs):  # overwrite auto-sync version
+        return self.isdir(path) or self.isfile(path)
+
+    def isdir(self, path):  # overwrite auto-sync version
+        if self.dircache:
+            return path in self.dircache
+        elif isinstance(self.references, LazyReferenceMapper):
+            return path in self.references.listdir("")
+        else:
+            # this may be faster than building dircache for single calls, but
+            # by looping will be slow for many calls; could cache it?
+            return any(_.startswith(f"{path}/") for _ in self.references)
+
+    def isfile(self, path):  # overwrite auto-sync version
+        return path in self.references
+
+    async def _ls(self, path, detail=True, **kwargs):  # calls fast sync code
+        return self.ls(path, detail, **kwargs)
+
+    def find(self, path, maxdepth=None, withdirs=False, detail=False, **kwargs):
+        if withdirs:
+            return super().find(
+                path, maxdepth=maxdepth, withdirs=withdirs, detail=detail, **kwargs
+            )
+        if path:
+            path = self._strip_protocol(path)
+            r = sorted(k for k in self.references if k.startswith(path))
+        else:
+            r = sorted(self.references)
+        if detail:
+            if not self.dircache:
+                self._dircache_from_items()
+            return {k: self._ls_from_cache(k)[0] for k in r}
+        else:
+            return r
+
+    def info(self, path, **kwargs):
+        out = self.references.get(path)
+        if out is not None:
+            if isinstance(out, (str, bytes)):
+                # decode base64 here
+                return {"name": path, "type": "file", "size": len(out)}
+            elif len(out) > 1:
+                return {"name": path, "type": "file", "size": out[2]}
+            else:
+                out0 = [{"name": path, "type": "file", "size": None}]
+        else:
+            out = self.ls(path, True)
+            out0 = [o for o in out if o["name"] == path]
+            if not out0:
+                return {"name": path, "type": "directory", "size": 0}
+        if out0[0]["size"] is None:
+            # if this is a whole remote file, update size using remote FS
+            prot, _ = split_protocol(self.references[path][0])
+            out0[0]["size"] = self.fss[prot].size(self.references[path][0])
+        return out0[0]
+
+    async def _info(self, path, **kwargs):  # calls fast sync code
+        return self.info(path)
+
+    async def _rm_file(self, path, **kwargs):
+        self.references.pop(
+            path, None
+        )  # ignores FileNotFound, just as well for directories
+        self.dircache.clear()  # this is a bit heavy handed
+
+    async def _pipe_file(self, path, data):
+        # can be str or bytes
+        self.references[path] = data
+        self.dircache.clear()  # this is a bit heavy handed
+
+    async def _put_file(self, lpath, rpath, **kwargs):
+        # puts binary
+        with open(lpath, "rb") as f:
+            self.references[rpath] = f.read()
+        self.dircache.clear()  # this is a bit heavy handed
+
+    def save_json(self, url, **storage_options):
+        """Write modified references into new location"""
+        out = {}
+        for k, v in self.references.items():
+            if isinstance(v, bytes):
+                try:
+                    out[k] = v.decode("ascii")
+                except UnicodeDecodeError:
+                    out[k] = (b"base64:" + base64.b64encode(v)).decode()
+            else:
+                out[k] = v
+        with fsspec.open(url, "wb", **storage_options) as f:
+            f.write(json.dumps({"version": 1, "refs": out}).encode())

env-llmeval/lib/python3.10/site-packages/fsspec/implementations/smb.py

@@ -0,0 +1,324 @@
+"""
+This module contains SMBFileSystem class responsible for handling access to
+Windows Samba network shares by using package smbprotocol
+"""
+
+import datetime
+import uuid
+from stat import S_ISDIR, S_ISLNK
+
+import smbclient
+
+from .. import AbstractFileSystem
+from ..utils import infer_storage_options
+
+# ! pylint: disable=bad-continuation
+
+
+class SMBFileSystem(AbstractFileSystem):
+    """Allow reading and writing to Windows and Samba network shares.
+
+    When using `fsspec.open()` for getting a file-like object the URI
+    should be specified as this format:
+    ``smb://workgroup;user:password@server:port/share/folder/file.csv``.
+
+    Example::
+
+        >>> import fsspec
+        >>> with fsspec.open(
+        ...     'smb://myuser:[email protected]/' 'share/folder/file.csv'
+        ... ) as smbfile:
+        ...     df = pd.read_csv(smbfile, sep='|', header=None)
+
+    Note that you need to pass in a valid hostname or IP address for the host
+    component of the URL. Do not use the Windows/NetBIOS machine name for the
+    host component.
+
+    The first component of the path in the URL points to the name of the shared
+    folder. Subsequent path components will point to the directory/folder/file.
+
+    The URL components ``workgroup`` , ``user``, ``password`` and ``port`` may be
+    optional.
+
+    .. note::
+
+        For working this source require `smbprotocol`_ to be installed, e.g.::
+
+            $ pip install smbprotocol
+            # or
+            # pip install smbprotocol[kerberos]
+
+    .. _smbprotocol: https://github.com/jborean93/smbprotocol#requirements
+
+    Note: if using this with the ``open`` or ``open_files``, with full URLs,
+    there is no way to tell if a path is relative, so all paths are assumed
+    to be absolute.
+    """
+
+    protocol = "smb"
+
+    # pylint: disable=too-many-arguments
+    def __init__(
+        self,
+        host,
+        port=None,
+        username=None,
+        password=None,
+        timeout=60,
+        encrypt=None,
+        share_access=None,
+        **kwargs,
+    ):
+        """
+        You can use _get_kwargs_from_urls to get some kwargs from
+        a reasonable SMB url.
+
+        Authentication will be anonymous or integrated if username/password are not
+        given.
+
+        Parameters
+        ----------
+        host: str
+            The remote server name/ip to connect to
+        port: int or None
+            Port to connect with. Usually 445, sometimes 139.
+        username: str or None
+            Username to connect with. Required if Kerberos auth is not being used.
+        password: str or None
+            User's password on the server, if using username
+        timeout: int
+            Connection timeout in seconds
+        encrypt: bool
+            Whether to force encryption or not, once this has been set to True
+            the session cannot be changed back to False.
+        share_access: str or None
+            Specifies the default access applied to file open operations
+            performed with this file system object.
+            This affects whether other processes can concurrently open a handle
+            to the same file.
+
+            - None (the default): exclusively locks the file until closed.
+            - 'r': Allow other handles to be opened with read access.
+            - 'w': Allow other handles to be opened with write access.
+            - 'd': Allow other handles to be opened with delete access.
+        """
+        super().__init__(**kwargs)
+        self.host = host
+        self.port = port
+        self.username = username
+        self.password = password
+        self.timeout = timeout
+        self.encrypt = encrypt
+        self.temppath = kwargs.pop("temppath", "")
+        self.share_access = share_access
+        self._connect()
+
+    @property
+    def _port(self):
+        return 445 if self.port is None else self.port
+
+    def _connect(self):
+        smbclient.register_session(
+            self.host,
+            username=self.username,
+            password=self.password,
+            port=self._port,
+            encrypt=self.encrypt,
+            connection_timeout=self.timeout,
+        )
+
+    @classmethod
+    def _strip_protocol(cls, path):
+        return infer_storage_options(path)["path"]
+
+    @staticmethod
+    def _get_kwargs_from_urls(path):
+        # smb://workgroup;user:password@host:port/share/folder/file.csv
+        out = infer_storage_options(path)
+        out.pop("path", None)
+        out.pop("protocol", None)
+        return out
+
+    def mkdir(self, path, create_parents=True, **kwargs):
+        wpath = _as_unc_path(self.host, path)
+        if create_parents:
+            smbclient.makedirs(wpath, exist_ok=False, port=self._port, **kwargs)
+        else:
+            smbclient.mkdir(wpath, port=self._port, **kwargs)
+
+    def makedirs(self, path, exist_ok=False):
+        if _share_has_path(path):
+            wpath = _as_unc_path(self.host, path)
+            smbclient.makedirs(wpath, exist_ok=exist_ok, port=self._port)
+
+    def rmdir(self, path):
+        if _share_has_path(path):
+            wpath = _as_unc_path(self.host, path)
+            smbclient.rmdir(wpath, port=self._port)
+
+    def info(self, path, **kwargs):
+        wpath = _as_unc_path(self.host, path)
+        stats = smbclient.stat(wpath, port=self._port, **kwargs)
+        if S_ISDIR(stats.st_mode):
+            stype = "directory"
+        elif S_ISLNK(stats.st_mode):
+            stype = "link"
+        else:
+            stype = "file"
+        res = {
+            "name": path + "/" if stype == "directory" else path,
+            "size": stats.st_size,
+            "type": stype,
+            "uid": stats.st_uid,
+            "gid": stats.st_gid,
+            "time": stats.st_atime,
+            "mtime": stats.st_mtime,
+        }
+        return res
+
+    def created(self, path):
+        """Return the created timestamp of a file as a datetime.datetime"""
+        wpath = _as_unc_path(self.host, path)
+        stats = smbclient.stat(wpath, port=self._port)
+        return datetime.datetime.fromtimestamp(stats.st_ctime, tz=datetime.timezone.utc)
+
+    def modified(self, path):
+        """Return the modified timestamp of a file as a datetime.datetime"""
+        wpath = _as_unc_path(self.host, path)
+        stats = smbclient.stat(wpath, port=self._port)
+        return datetime.datetime.fromtimestamp(stats.st_mtime, tz=datetime.timezone.utc)
+
+    def ls(self, path, detail=True, **kwargs):
+        unc = _as_unc_path(self.host, path)
+        listed = smbclient.listdir(unc, port=self._port, **kwargs)
+        dirs = ["/".join([path.rstrip("/"), p]) for p in listed]
+        if detail:
+            dirs = [self.info(d) for d in dirs]
+        return dirs
+
+    # pylint: disable=too-many-arguments
+    def _open(
+        self,
+        path,
+        mode="rb",
+        block_size=-1,
+        autocommit=True,
+        cache_options=None,
+        **kwargs,
+    ):
+        """
+        block_size: int or None
+            If 0, no buffering, 1, line buffering, >1, buffer that many bytes
+
+        Notes
+        -----
+        By specifying 'share_access' in 'kwargs' it is possible to override the
+        default shared access setting applied in the constructor of this object.
+        """
+        bls = block_size if block_size is not None and block_size >= 0 else -1
+        wpath = _as_unc_path(self.host, path)
+        share_access = kwargs.pop("share_access", self.share_access)
+        if "w" in mode and autocommit is False:
+            temp = _as_temp_path(self.host, path, self.temppath)
+            return SMBFileOpener(
+                wpath, temp, mode, port=self._port, block_size=bls, **kwargs
+            )
+        return smbclient.open_file(
+            wpath,
+            mode,
+            buffering=bls,
+            share_access=share_access,
+            port=self._port,
+            **kwargs,
+        )
+
+    def copy(self, path1, path2, **kwargs):
+        """Copy within two locations in the same filesystem"""
+        wpath1 = _as_unc_path(self.host, path1)
+        wpath2 = _as_unc_path(self.host, path2)
+        smbclient.copyfile(wpath1, wpath2, port=self._port, **kwargs)
+
+    def _rm(self, path):
+        if _share_has_path(path):
+            wpath = _as_unc_path(self.host, path)
+            stats = smbclient.stat(wpath, port=self._port)
+            if S_ISDIR(stats.st_mode):
+                smbclient.rmdir(wpath, port=self._port)
+            else:
+                smbclient.remove(wpath, port=self._port)
+
+    def mv(self, path1, path2, recursive=None, maxdepth=None, **kwargs):
+        wpath1 = _as_unc_path(self.host, path1)
+        wpath2 = _as_unc_path(self.host, path2)
+        smbclient.rename(wpath1, wpath2, port=self._port, **kwargs)
+
+
+def _as_unc_path(host, path):
+    rpath = path.replace("/", "\\")
+    unc = f"\\\\{host}{rpath}"
+    return unc
+
+
+def _as_temp_path(host, path, temppath):
+    share = path.split("/")[1]
+    temp_file = f"/{share}{temppath}/{uuid.uuid4()}"
+    unc = _as_unc_path(host, temp_file)
+    return unc
+
+
+def _share_has_path(path):
+    parts = path.count("/")
+    if path.endswith("/"):
+        return parts > 2
+    return parts > 1
+
+
+class SMBFileOpener:
+    """writes to remote temporary file, move on commit"""
+
+    def __init__(self, path, temp, mode, port=445, block_size=-1, **kwargs):
+        self.path = path
+        self.temp = temp
+        self.mode = mode
+        self.block_size = block_size
+        self.kwargs = kwargs
+        self.smbfile = None
+        self._incontext = False
+        self.port = port
+        self._open()
+
+    def _open(self):
+        if self.smbfile is None or self.smbfile.closed:
+            self.smbfile = smbclient.open_file(
+                self.temp,
+                self.mode,
+                port=self.port,
+                buffering=self.block_size,
+                **self.kwargs,
+            )
+
+    def commit(self):
+        """Move temp file to definitive on success."""
+        # TODO: use transaction support in SMB protocol
+        smbclient.replace(self.temp, self.path, port=self.port)
+
+    def discard(self):
+        """Remove the temp file on failure."""
+        smbclient.remove(self.temp, port=self.port)
+
+    def __fspath__(self):
+        return self.path
+
+    def __iter__(self):
+        return self.smbfile.__iter__()
+
+    def __getattr__(self, item):
+        return getattr(self.smbfile, item)
+
+    def __enter__(self):
+        self._incontext = True
+        return self.smbfile.__enter__()
+
+    def __exit__(self, exc_type, exc_value, traceback):
+        self._incontext = False
+        self.smbfile.__exit__(exc_type, exc_value, traceback)

env-llmeval/lib/python3.10/site-packages/fsspec/implementations/tar.py

@@ -0,0 +1,124 @@
+import logging
+import tarfile
+
+import fsspec
+from fsspec.archive import AbstractArchiveFileSystem
+from fsspec.compression import compr
+from fsspec.utils import infer_compression
+
+typemap = {b"0": "file", b"5": "directory"}
+
+logger = logging.getLogger("tar")
+
+
+class TarFileSystem(AbstractArchiveFileSystem):
+    """Compressed Tar archives as a file-system (read-only)
+
+    Supports the following formats:
+    tar.gz, tar.bz2, tar.xz
+    """
+
+    root_marker = ""
+    protocol = "tar"
+    cachable = False
+
+    def __init__(
+        self,
+        fo="",
+        index_store=None,
+        target_options=None,
+        target_protocol=None,
+        compression=None,
+        **kwargs,
+    ):
+        super().__init__(**kwargs)
+        target_options = target_options or {}
+
+        if isinstance(fo, str):
+            self.of = fsspec.open(fo, protocol=target_protocol, **target_options)
+            fo = self.of.open()  # keep the reference
+
+        # Try to infer compression.
+        if compression is None:
+            name = None
+
+            # Try different ways to get hold of the filename. `fo` might either
+            # be a `fsspec.LocalFileOpener`, an `io.BufferedReader` or an
+            # `fsspec.AbstractFileSystem` instance.
+            try:
+                # Amended io.BufferedReader or similar.
+                # This uses a "protocol extension" where original filenames are
+                # propagated to archive-like filesystems in order to let them
+                # infer the right compression appropriately.
+                if hasattr(fo, "original"):
+                    name = fo.original
+
+                # fsspec.LocalFileOpener
+                elif hasattr(fo, "path"):
+                    name = fo.path
+
+                # io.BufferedReader
+                elif hasattr(fo, "name"):
+                    name = fo.name
+
+                # fsspec.AbstractFileSystem
+                elif hasattr(fo, "info"):
+                    name = fo.info()["name"]
+
+            except Exception as ex:
+                logger.warning(
+                    f"Unable to determine file name, not inferring compression: {ex}"
+                )
+
+            if name is not None:
+                compression = infer_compression(name)
+                logger.info(f"Inferred compression {compression} from file name {name}")
+
+        if compression is not None:
+            # TODO: tarfile already implements compression with modes like "'r:gz'",
+            #  but then would seek to offset in the file work?
+            fo = compr[compression](fo)
+
+        self._fo_ref = fo
+        self.fo = fo  # the whole instance is a context
+        self.tar = tarfile.TarFile(fileobj=self.fo)
+        self.dir_cache = None
+
+        self.index_store = index_store
+        self.index = None
+        self._index()
+
+    def _index(self):
+        # TODO: load and set saved index, if exists
+        out = {}
+        for ti in self.tar:
+            info = ti.get_info()
+            info["type"] = typemap.get(info["type"], "file")
+            name = ti.get_info()["name"].rstrip("/")
+            out[name] = (info, ti.offset_data)
+
+        self.index = out
+        # TODO: save index to self.index_store here, if set
+
+    def _get_dirs(self):
+        if self.dir_cache is not None:
+            return
+
+        # This enables ls to get directories as children as well as files
+        self.dir_cache = {
+            dirname: {"name": dirname, "size": 0, "type": "directory"}
+            for dirname in self._all_dirnames(self.tar.getnames())
+        }
+        for member in self.tar.getmembers():
+            info = member.get_info()
+            info["name"] = info["name"].rstrip("/")
+            info["type"] = typemap.get(info["type"], "file")
+            self.dir_cache[info["name"]] = info
+
+    def _open(self, path, mode="rb", **kwargs):
+        if mode != "rb":
+            raise ValueError("Read-only filesystem implementation")
+        details, offset = self.index[path]
+        if details["type"] != "file":
+            raise ValueError("Can only handle regular files")
+        return self.tar.extractfile(path)

env-llmeval/lib/python3.10/site-packages/fsspec/implementations/webhdfs.py

@@ -0,0 +1,486 @@
+# https://hadoop.apache.org/docs/r1.0.4/webhdfs.html
+
+import logging
+import os
+import secrets
+import shutil
+import tempfile
+import uuid
+from contextlib import suppress
+from urllib.parse import quote
+
+import requests
+
+from ..spec import AbstractBufferedFile, AbstractFileSystem
+from ..utils import infer_storage_options, tokenize
+
+logger = logging.getLogger("webhdfs")
+
+
+class WebHDFS(AbstractFileSystem):
+    """
+    Interface to HDFS over HTTP using the WebHDFS API. Supports also HttpFS gateways.
+
+    Four auth mechanisms are supported:
+
+    insecure: no auth is done, and the user is assumed to be whoever they
+        say they are (parameter ``user``), or a predefined value such as
+        "dr.who" if not given
+    spnego: when kerberos authentication is enabled, auth is negotiated by
+        requests_kerberos https://github.com/requests/requests-kerberos .
+        This establishes a session based on existing kinit login and/or
+        specified principal/password; parameters are passed with ``kerb_kwargs``
+    token: uses an existing Hadoop delegation token from another secured
+        service. Indeed, this client can also generate such tokens when
+        not insecure. Note that tokens expire, but can be renewed (by a
+        previously specified user) and may allow for proxying.
+    basic-auth: used when both parameter ``user`` and parameter ``password``
+        are provided.
+
+    """
+
+    tempdir = str(tempfile.gettempdir())
+    protocol = "webhdfs", "webHDFS"
+
+    def __init__(
+        self,
+        host,
+        port=50070,
+        kerberos=False,
+        token=None,
+        user=None,
+        password=None,
+        proxy_to=None,
+        kerb_kwargs=None,
+        data_proxy=None,
+        use_https=False,
+        session_cert=None,
+        session_verify=True,
+        **kwargs,
+    ):
+        """
+        Parameters
+        ----------
+        host: str
+            Name-node address
+        port: int
+            Port for webHDFS
+        kerberos: bool
+            Whether to authenticate with kerberos for this connection
+        token: str or None
+            If given, use this token on every call to authenticate. A user
+            and user-proxy may be encoded in the token and should not be also
+            given
+        user: str or None
+            If given, assert the user name to connect with
+        password: str or None
+            If given, assert the password to use for basic auth. If password
+            is provided, user must be provided also
+        proxy_to: str or None
+            If given, the user has the authority to proxy, and this value is
+            the user in who's name actions are taken
+        kerb_kwargs: dict
+            Any extra arguments for HTTPKerberosAuth, see
+            `<https://github.com/requests/requests-kerberos/blob/master/requests_kerberos/kerberos_.py>`_
+        data_proxy: dict, callable or None
+            If given, map data-node addresses. This can be necessary if the
+            HDFS cluster is behind a proxy, running on Docker or otherwise has
+            a mismatch between the host-names given by the name-node and the
+            address by which to refer to them from the client. If a dict,
+            maps host names ``host->data_proxy[host]``; if a callable, full
+            URLs are passed, and function must conform to
+            ``url->data_proxy(url)``.
+        use_https: bool
+            Whether to connect to the Name-node using HTTPS instead of HTTP
+        session_cert: str or Tuple[str, str] or None
+            Path to a certificate file, or tuple of (cert, key) files to use
+            for the requests.Session
+        session_verify: str, bool or None
+            Path to a certificate file to use for verifying the requests.Session.
+        kwargs
+        """
+        if self._cached:
+            return
+        super().__init__(**kwargs)
+        self.url = (
+            f"{'https' if use_https else 'http'}://{host}:{port}/webhdfs/v1"  # noqa
+        )
+        self.kerb = kerberos
+        self.kerb_kwargs = kerb_kwargs or {}
+        self.pars = {}
+        self.proxy = data_proxy or {}
+        if token is not None:
+            if user is not None or proxy_to is not None:
+                raise ValueError(
+                    "If passing a delegation token, must not set "
+                    "user or proxy_to, as these are encoded in the"
+                    " token"
+                )
+            self.pars["delegation"] = token
+        self.user = user
+        self.password = password
+
+        if password is not None:
+            if user is None:
+                raise ValueError(
+                    "If passing a password, the user must also be"
+                    "set in order to set up the basic-auth"
+                )
+        else:
+            if user is not None:
+                self.pars["user.name"] = user
+
+        if proxy_to is not None:
+            self.pars["doas"] = proxy_to
+        if kerberos and user is not None:
+            raise ValueError(
+                "If using Kerberos auth, do not specify the "
+                "user, this is handled by kinit."
+            )
+
+        self.session_cert = session_cert
+        self.session_verify = session_verify
+
+        self._connect()
+
+        self._fsid = f"webhdfs_{tokenize(host, port)}"
+
+    @property
+    def fsid(self):
+        return self._fsid
+
+    def _connect(self):
+        self.session = requests.Session()
+
+        if self.session_cert:
+            self.session.cert = self.session_cert
+
+        self.session.verify = self.session_verify
+
+        if self.kerb:
+            from requests_kerberos import HTTPKerberosAuth
+
+            self.session.auth = HTTPKerberosAuth(**self.kerb_kwargs)
+
+        if self.user is not None and self.password is not None:
+            from requests.auth import HTTPBasicAuth
+
+            self.session.auth = HTTPBasicAuth(self.user, self.password)
+
+    def _call(self, op, method="get", path=None, data=None, redirect=True, **kwargs):
+        url = self._apply_proxy(self.url + quote(path or "", safe="/="))
+        args = kwargs.copy()
+        args.update(self.pars)
+        args["op"] = op.upper()
+        logger.debug("sending %s with %s", url, method)
+        out = self.session.request(
+            method=method.upper(),
+            url=url,
+            params=args,
+            data=data,
+            allow_redirects=redirect,
+        )
+        if out.status_code in [400, 401, 403, 404, 500]:
+            try:
+                err = out.json()
+                msg = err["RemoteException"]["message"]
+                exp = err["RemoteException"]["exception"]
+            except (ValueError, KeyError):
+                pass
+            else:
+                if exp in ["IllegalArgumentException", "UnsupportedOperationException"]:
+                    raise ValueError(msg)
+                elif exp in ["SecurityException", "AccessControlException"]:
+                    raise PermissionError(msg)
+                elif exp in ["FileNotFoundException"]:
+                    raise FileNotFoundError(msg)
+                else:
+                    raise RuntimeError(msg)
+        out.raise_for_status()
+        return out
+
+    def _open(
+        self,
+        path,
+        mode="rb",
+        block_size=None,
+        autocommit=True,
+        replication=None,
+        permissions=None,
+        **kwargs,
+    ):
+        """
+
+        Parameters
+        ----------
+        path: str
+            File location
+        mode: str
+            'rb', 'wb', etc.
+        block_size: int
+            Client buffer size for read-ahead or write buffer
+        autocommit: bool
+            If False, writes to temporary file that only gets put in final
+            location upon commit
+        replication: int
+            Number of copies of file on the cluster, write mode only
+        permissions: str or int
+            posix permissions, write mode only
+        kwargs
+
+        Returns
+        -------
+        WebHDFile instance
+        """
+        block_size = block_size or self.blocksize
+        return WebHDFile(
+            self,
+            path,
+            mode=mode,
+            block_size=block_size,
+            tempdir=self.tempdir,
+            autocommit=autocommit,
+            replication=replication,
+            permissions=permissions,
+        )
+
+    @staticmethod
+    def _process_info(info):
+        info["type"] = info["type"].lower()
+        info["size"] = info["length"]
+        return info
+
+    @classmethod
+    def _strip_protocol(cls, path):
+        return infer_storage_options(path)["path"]
+
+    @staticmethod
+    def _get_kwargs_from_urls(urlpath):
+        out = infer_storage_options(urlpath)
+        out.pop("path", None)
+        out.pop("protocol", None)
+        if "username" in out:
+            out["user"] = out.pop("username")
+        return out
+
+    def info(self, path):
+        out = self._call("GETFILESTATUS", path=path)
+        info = out.json()["FileStatus"]
+        info["name"] = path
+        return self._process_info(info)
+
+    def ls(self, path, detail=False):
+        out = self._call("LISTSTATUS", path=path)
+        infos = out.json()["FileStatuses"]["FileStatus"]
+        for info in infos:
+            self._process_info(info)
+            info["name"] = path.rstrip("/") + "/" + info["pathSuffix"]
+        if detail:
+            return sorted(infos, key=lambda i: i["name"])
+        else:
+            return sorted(info["name"] for info in infos)
+
+    def content_summary(self, path):
+        """Total numbers of files, directories and bytes under path"""
+        out = self._call("GETCONTENTSUMMARY", path=path)
+        return out.json()["ContentSummary"]
+
+    def ukey(self, path):
+        """Checksum info of file, giving method and result"""
+        out = self._call("GETFILECHECKSUM", path=path, redirect=False)
+        if "Location" in out.headers:
+            location = self._apply_proxy(out.headers["Location"])
+            out2 = self.session.get(location)
+            out2.raise_for_status()
+            return out2.json()["FileChecksum"]
+        else:
+            out.raise_for_status()
+            return out.json()["FileChecksum"]
+
+    def home_directory(self):
+        """Get user's home directory"""
+        out = self._call("GETHOMEDIRECTORY")
+        return out.json()["Path"]
+
+    def get_delegation_token(self, renewer=None):
+        """Retrieve token which can give the same authority to other uses
+
+        Parameters
+        ----------
+        renewer: str or None
+            User who may use this token; if None, will be current user
+        """
+        if renewer:
+            out = self._call("GETDELEGATIONTOKEN", renewer=renewer)
+        else:
+            out = self._call("GETDELEGATIONTOKEN")
+        t = out.json()["Token"]
+        if t is None:
+            raise ValueError("No token available for this user/security context")
+        return t["urlString"]
+
+    def renew_delegation_token(self, token):
+        """Make token live longer. Returns new expiry time"""
+        out = self._call("RENEWDELEGATIONTOKEN", method="put", token=token)
+        return out.json()["long"]
+
+    def cancel_delegation_token(self, token):
+        """Stop the token from being useful"""
+        self._call("CANCELDELEGATIONTOKEN", method="put", token=token)
+
+    def chmod(self, path, mod):
+        """Set the permission at path
+
+        Parameters
+        ----------
+        path: str
+            location to set (file or directory)
+        mod: str or int
+            posix epresentation or permission, give as oct string, e.g, '777'
+            or 0o777
+        """
+        self._call("SETPERMISSION", method="put", path=path, permission=mod)
+
+    def chown(self, path, owner=None, group=None):
+        """Change owning user and/or group"""
+        kwargs = {}
+        if owner is not None:
+            kwargs["owner"] = owner
+        if group is not None:
+            kwargs["group"] = group
+        self._call("SETOWNER", method="put", path=path, **kwargs)
+
+    def set_replication(self, path, replication):
+        """
+        Set file replication factor
+
+        Parameters
+        ----------
+        path: str
+            File location (not for directories)
+        replication: int
+            Number of copies of file on the cluster. Should be smaller than
+            number of data nodes; normally 3 on most systems.
+        """
+        self._call("SETREPLICATION", path=path, method="put", replication=replication)
+
+    def mkdir(self, path, **kwargs):
+        self._call("MKDIRS", method="put", path=path)
+
+    def makedirs(self, path, exist_ok=False):
+        if exist_ok is False and self.exists(path):
+            raise FileExistsError(path)
+        self.mkdir(path)
+
+    def mv(self, path1, path2, **kwargs):
+        self._call("RENAME", method="put", path=path1, destination=path2)
+
+    def rm(self, path, recursive=False, **kwargs):
+        self._call(
+            "DELETE",
+            method="delete",
+            path=path,
+            recursive="true" if recursive else "false",
+        )
+
+    def rm_file(self, path, **kwargs):
+        self.rm(path)
+
+    def cp_file(self, lpath, rpath, **kwargs):
+        with self.open(lpath) as lstream:
+            tmp_fname = "/".join([self._parent(rpath), f".tmp.{secrets.token_hex(16)}"])
+            # Perform an atomic copy (stream to a temporary file and
+            # move it to the actual destination).
+            try:
+                with self.open(tmp_fname, "wb") as rstream:
+                    shutil.copyfileobj(lstream, rstream)
+                self.mv(tmp_fname, rpath)
+            except BaseException:  # noqa
+                with suppress(FileNotFoundError):
+                    self.rm(tmp_fname)
+                raise
+
+    def _apply_proxy(self, location):
+        if self.proxy and callable(self.proxy):
+            location = self.proxy(location)
+        elif self.proxy:
+            # as a dict
+            for k, v in self.proxy.items():
+                location = location.replace(k, v, 1)
+        return location
+
+
+class WebHDFile(AbstractBufferedFile):
+    """A file living in HDFS over webHDFS"""
+
+    def __init__(self, fs, path, **kwargs):
+        super().__init__(fs, path, **kwargs)
+        kwargs = kwargs.copy()
+        if kwargs.get("permissions", None) is None:
+            kwargs.pop("permissions", None)
+        if kwargs.get("replication", None) is None:
+            kwargs.pop("replication", None)
+        self.permissions = kwargs.pop("permissions", 511)
+        tempdir = kwargs.pop("tempdir")
+        if kwargs.pop("autocommit", False) is False:
+            self.target = self.path
+            self.path = os.path.join(tempdir, str(uuid.uuid4()))
+
+    def _upload_chunk(self, final=False):
+        """Write one part of a multi-block file upload
+
+        Parameters
+        ==========
+        final: bool
+            This is the last block, so should complete file, if
+            self.autocommit is True.
+        """
+        out = self.fs.session.post(
+            self.location,
+            data=self.buffer.getvalue(),
+            headers={"content-type": "application/octet-stream"},
+        )
+        out.raise_for_status()
+        return True
+
+    def _initiate_upload(self):
+        """Create remote file/upload"""
+        kwargs = self.kwargs.copy()
+        if "a" in self.mode:
+            op, method = "APPEND", "POST"
+        else:
+            op, method = "CREATE", "PUT"
+            kwargs["overwrite"] = "true"
+        out = self.fs._call(op, method, self.path, redirect=False, **kwargs)
+        location = self.fs._apply_proxy(out.headers["Location"])
+        if "w" in self.mode:
+            # create empty file to append to
+            out2 = self.fs.session.put(
+                location, headers={"content-type": "application/octet-stream"}
+            )
+            out2.raise_for_status()
+            # after creating empty file, change location to append to
+            out2 = self.fs._call("APPEND", "POST", self.path, redirect=False, **kwargs)
+            self.location = self.fs._apply_proxy(out2.headers["Location"])
+
+    def _fetch_range(self, start, end):
+        start = max(start, 0)
+        end = min(self.size, end)
+        if start >= end or start >= self.size:
+            return b""
+        out = self.fs._call(
+            "OPEN", path=self.path, offset=start, length=end - start, redirect=False
+        )
+        out.raise_for_status()
+        if "Location" in out.headers:
+            location = out.headers["Location"]
+            out2 = self.fs.session.get(self.fs._apply_proxy(location))
+            return out2.content
+        else:
+            return out.content
+
+    def commit(self):
+        self.fs.mv(self.path, self.target)
+
+    def discard(self):
+        self.fs.rm(self.path)

env-llmeval/lib/python3.10/site-packages/fsspec/implementations/zip.py

@@ -0,0 +1,133 @@
+import zipfile
+
+import fsspec
+from fsspec.archive import AbstractArchiveFileSystem
+
+
+class ZipFileSystem(AbstractArchiveFileSystem):
+    """Read/Write contents of ZIP archive as a file-system
+
+    Keeps file object open while instance lives.
+
+    This class is pickleable, but not necessarily thread-safe
+    """
+
+    root_marker = ""
+    protocol = "zip"
+    cachable = False
+
+    def __init__(
+        self,
+        fo="",
+        mode="r",
+        target_protocol=None,
+        target_options=None,
+        compression=zipfile.ZIP_STORED,
+        allowZip64=True,
+        compresslevel=None,
+        **kwargs,
+    ):
+        """
+        Parameters
+        ----------
+        fo: str or file-like
+            Contains ZIP, and must exist. If a str, will fetch file using
+            :meth:`~fsspec.open_files`, which must return one file exactly.
+        mode: str
+            Accept: "r", "w", "a"
+        target_protocol: str (optional)
+            If ``fo`` is a string, this value can be used to override the
+            FS protocol inferred from a URL
+        target_options: dict (optional)
+            Kwargs passed when instantiating the target FS, if ``fo`` is
+            a string.
+        compression, allowZip64, compresslevel: passed to ZipFile
+            Only relevant when creating a ZIP
+        """
+        super().__init__(self, **kwargs)
+        if mode not in set("rwa"):
+            raise ValueError(f"mode '{mode}' no understood")
+        self.mode = mode
+        if isinstance(fo, str):
+            if mode == "a":
+                m = "r+b"
+            else:
+                m = mode + "b"
+            fo = fsspec.open(
+                fo, mode=m, protocol=target_protocol, **(target_options or {})
+            )
+        self.of = fo
+        self.fo = fo.__enter__()  # the whole instance is a context
+        self.zip = zipfile.ZipFile(
+            self.fo,
+            mode=mode,
+            compression=compression,
+            allowZip64=allowZip64,
+            compresslevel=compresslevel,
+        )
+        self.dir_cache = None
+
+    @classmethod
+    def _strip_protocol(cls, path):
+        # zip file paths are always relative to the archive root
+        return super()._strip_protocol(path).lstrip("/")
+
+    def __del__(self):
+        if hasattr(self, "zip"):
+            self.close()
+            del self.zip
+
+    def close(self):
+        """Commits any write changes to the file. Done on ``del`` too."""
+        self.zip.close()
+
+    def _get_dirs(self):
+        if self.dir_cache is None or self.mode in set("wa"):
+            # when writing, dir_cache is always in the ZipFile's attributes,
+            # not read from the file.
+            files = self.zip.infolist()
+            self.dir_cache = {
+                dirname.rstrip("/"): {
+                    "name": dirname.rstrip("/"),
+                    "size": 0,
+                    "type": "directory",
+                }
+                for dirname in self._all_dirnames(self.zip.namelist())
+            }
+            for z in files:
+                f = {s: getattr(z, s, None) for s in zipfile.ZipInfo.__slots__}
+                f.update(
+                    {
+                        "name": z.filename.rstrip("/"),
+                        "size": z.file_size,
+                        "type": ("directory" if z.is_dir() else "file"),
+                    }
+                )
+                self.dir_cache[f["name"]] = f
+
+    def pipe_file(self, path, value, **kwargs):
+        # override upstream, because we know the exact file size in this case
+        self.zip.writestr(path, value, **kwargs)
+
+    def _open(
+        self,
+        path,
+        mode="rb",
+        block_size=None,
+        autocommit=True,
+        cache_options=None,
+        **kwargs,
+    ):
+        path = self._strip_protocol(path)
+        if "r" in mode and self.mode in set("wa"):
+            if self.exists(path):
+                raise OSError("ZipFS can only be open for reading or writing, not both")
+            raise FileNotFoundError(path)
+        if "r" in self.mode and "w" in mode:
+            raise OSError("ZipFS can only be open for reading or writing, not both")
+        out = self.zip.open(path, mode.strip("b"))
+        if "r" in mode:
+            info = self.info(path)
+            out.size = info["size"]
+            out.name = info["name"]
+        return out

env-llmeval/lib/python3.10/site-packages/fsspec/tests/abstract/__init__.py

@@ -0,0 +1,287 @@
+import os
+from hashlib import md5
+
+import pytest
+
+from fsspec.implementations.local import LocalFileSystem
+from fsspec.tests.abstract.copy import AbstractCopyTests  # noqa
+from fsspec.tests.abstract.get import AbstractGetTests  # noqa
+from fsspec.tests.abstract.put import AbstractPutTests  # noqa
+
+
+class BaseAbstractFixtures:
+    """
+    Abstract base class containing fixtures that are used by but never need to
+    be overridden in derived filesystem-specific classes to run the abstract
+    tests on such filesystems.
+    """
+
+    @pytest.fixture
+    def fs_bulk_operations_scenario_0(self, fs, fs_join, fs_path):
+        """
+        Scenario on remote filesystem that is used for many cp/get/put tests.
+
+        Cleans up at the end of each test it which it is used.
+        """
+        source = self._bulk_operations_scenario_0(fs, fs_join, fs_path)
+        yield source
+        fs.rm(source, recursive=True)
+
+    @pytest.fixture
+    def fs_glob_edge_cases_files(self, fs, fs_join, fs_path):
+        """
+        Scenario on remote filesystem that is used for glob edge cases cp/get/put tests.
+
+        Cleans up at the end of each test it which it is used.
+        """
+        source = self._glob_edge_cases_files(fs, fs_join, fs_path)
+        yield source
+        fs.rm(source, recursive=True)
+
+    @pytest.fixture
+    def fs_dir_and_file_with_same_name_prefix(self, fs, fs_join, fs_path):
+        """
+        Scenario on remote filesystem that is used to check cp/get/put on directory
+        and file with the same name prefixes.
+
+        Cleans up at the end of each test it which it is used.
+        """
+        source = self._dir_and_file_with_same_name_prefix(fs, fs_join, fs_path)
+        yield source
+        fs.rm(source, recursive=True)
+
+    @pytest.fixture
+    def fs_10_files_with_hashed_names(self, fs, fs_join, fs_path):
+        """
+        Scenario on remote filesystem that is used to check cp/get/put files order
+        when source and destination are lists.
+
+        Cleans up at the end of each test it which it is used.
+        """
+        source = self._10_files_with_hashed_names(fs, fs_join, fs_path)
+        yield source
+        fs.rm(source, recursive=True)
+
+    @pytest.fixture
+    def fs_target(self, fs, fs_join, fs_path):
+        """
+        Return name of remote directory that does not yet exist to copy into.
+
+        Cleans up at the end of each test it which it is used.
+        """
+        target = fs_join(fs_path, "target")
+        yield target
+        if fs.exists(target):
+            fs.rm(target, recursive=True)
+
+    @pytest.fixture
+    def local_bulk_operations_scenario_0(self, local_fs, local_join, local_path):
+        """
+        Scenario on local filesystem that is used for many cp/get/put tests.
+
+        Cleans up at the end of each test it which it is used.
+        """
+        source = self._bulk_operations_scenario_0(local_fs, local_join, local_path)
+        yield source
+        local_fs.rm(source, recursive=True)
+
+    @pytest.fixture
+    def local_glob_edge_cases_files(self, local_fs, local_join, local_path):
+        """
+        Scenario on local filesystem that is used for glob edge cases cp/get/put tests.
+
+        Cleans up at the end of each test it which it is used.
+        """
+        source = self._glob_edge_cases_files(local_fs, local_join, local_path)
+        yield source
+        local_fs.rm(source, recursive=True)
+
+    @pytest.fixture
+    def local_dir_and_file_with_same_name_prefix(
+        self, local_fs, local_join, local_path
+    ):
+        """
+        Scenario on local filesystem that is used to check cp/get/put on directory
+        and file with the same name prefixes.
+
+        Cleans up at the end of each test it which it is used.
+        """
+        source = self._dir_and_file_with_same_name_prefix(
+            local_fs, local_join, local_path
+        )
+        yield source
+        local_fs.rm(source, recursive=True)
+
+    @pytest.fixture
+    def local_10_files_with_hashed_names(self, local_fs, local_join, local_path):
+        """
+        Scenario on local filesystem that is used to check cp/get/put files order
+        when source and destination are lists.
+
+        Cleans up at the end of each test it which it is used.
+        """
+        source = self._10_files_with_hashed_names(local_fs, local_join, local_path)
+        yield source
+        local_fs.rm(source, recursive=True)
+
+    @pytest.fixture
+    def local_target(self, local_fs, local_join, local_path):
+        """
+        Return name of local directory that does not yet exist to copy into.
+
+        Cleans up at the end of each test it which it is used.
+        """
+        target = local_join(local_path, "target")
+        yield target
+        if local_fs.exists(target):
+            local_fs.rm(target, recursive=True)
+
+    def _glob_edge_cases_files(self, some_fs, some_join, some_path):
+        """
+        Scenario that is used for glob edge cases cp/get/put tests.
+        Creates the following directory and file structure:
+
+        📁 source
+        ├── 📄 file1
+        ├── 📄 file2
+        ├── 📁 subdir0
+        │   ├── 📄 subfile1
+        │   ├── 📄 subfile2
+        │   └── 📁 nesteddir
+        │       └── 📄 nestedfile
+        └── 📁 subdir1
+            ├── 📄 subfile1
+            ├── 📄 subfile2
+            └── 📁 nesteddir
+                └── 📄 nestedfile
+        """
+        source = some_join(some_path, "source")
+        some_fs.touch(some_join(source, "file1"))
+        some_fs.touch(some_join(source, "file2"))
+
+        for subdir_idx in range(2):
+            subdir = some_join(source, f"subdir{subdir_idx}")
+            nesteddir = some_join(subdir, "nesteddir")
+            some_fs.makedirs(nesteddir)
+            some_fs.touch(some_join(subdir, "subfile1"))
+            some_fs.touch(some_join(subdir, "subfile2"))
+            some_fs.touch(some_join(nesteddir, "nestedfile"))
+
+        return source
+
+    def _bulk_operations_scenario_0(self, some_fs, some_join, some_path):
+        """
+        Scenario that is used for many cp/get/put tests. Creates the following
+        directory and file structure:
+
+        📁 source
+        ├── 📄 file1
+        ├── 📄 file2
+        └── 📁 subdir
+            ├── 📄 subfile1
+            ├── 📄 subfile2
+            └── 📁 nesteddir
+                └── 📄 nestedfile
+        """
+        source = some_join(some_path, "source")
+        subdir = some_join(source, "subdir")
+        nesteddir = some_join(subdir, "nesteddir")
+        some_fs.makedirs(nesteddir)
+        some_fs.touch(some_join(source, "file1"))
+        some_fs.touch(some_join(source, "file2"))
+        some_fs.touch(some_join(subdir, "subfile1"))
+        some_fs.touch(some_join(subdir, "subfile2"))
+        some_fs.touch(some_join(nesteddir, "nestedfile"))
+        return source
+
+    def _dir_and_file_with_same_name_prefix(self, some_fs, some_join, some_path):
+        """
+        Scenario that is used to check cp/get/put on directory and file with
+        the same name prefixes. Creates the following directory and file structure:
+
+        📁 source
+        ├── 📄 subdir.txt
+        └── 📁 subdir
+            └── 📄 subfile.txt
+        """
+        source = some_join(some_path, "source")
+        subdir = some_join(source, "subdir")
+        file = some_join(source, "subdir.txt")
+        subfile = some_join(subdir, "subfile.txt")
+        some_fs.makedirs(subdir)
+        some_fs.touch(file)
+        some_fs.touch(subfile)
+        return source
+
+    def _10_files_with_hashed_names(self, some_fs, some_join, some_path):
+        """
+        Scenario that is used to check cp/get/put files order when source and
+        destination are lists. Creates the following directory and file structure:
+
+        📁 source
+        └── 📄 {hashed([0-9])}.txt
+        """
+        source = some_join(some_path, "source")
+        for i in range(10):
+            hashed_i = md5(str(i).encode("utf-8")).hexdigest()
+            path = some_join(source, f"{hashed_i}.txt")
+            some_fs.pipe(path=path, value=f"{i}".encode("utf-8"))
+        return source
+
+
+class AbstractFixtures(BaseAbstractFixtures):
+    """
+    Abstract base class containing fixtures that may be overridden in derived
+    filesystem-specific classes to run the abstract tests on such filesystems.
+
+    For any particular filesystem some of these fixtures must be overridden,
+    such as ``fs`` and ``fs_path``, and others may be overridden if the
+    default functions here are not appropriate, such as ``fs_join``.
+    """
+
+    @pytest.fixture
+    def fs(self):
+        raise NotImplementedError("This function must be overridden in derived classes")
+
+    @pytest.fixture
+    def fs_join(self):
+        """
+        Return a function that joins its arguments together into a path.
+
+        Most fsspec implementations join paths in a platform-dependent way,
+        but some will override this to always use a forward slash.
+        """
+        return os.path.join
+
+    @pytest.fixture
+    def fs_path(self):
+        raise NotImplementedError("This function must be overridden in derived classes")
+
+    @pytest.fixture(scope="class")
+    def local_fs(self):
+        # Maybe need an option for auto_mkdir=False?  This is only relevant
+        # for certain implementations.
+        return LocalFileSystem(auto_mkdir=True)
+
+    @pytest.fixture
+    def local_join(self):
+        """
+        Return a function that joins its arguments together into a path, on
+        the local filesystem.
+        """
+        return os.path.join
+
+    @pytest.fixture
+    def local_path(self, tmpdir):
+        return tmpdir
+
+    @pytest.fixture
+    def supports_empty_directories(self):
+        """
+        Return whether this implementation supports empty directories.
+        """
+        return True
+
+    @pytest.fixture
+    def fs_sanitize_path(self):
+        return lambda x: x