venv/lib/python3.10/site-packages/fsspec/core.py

from __future__ import absolute_import, division, print_function

import io
import logging
import os
import re
from glob import has_magic

# for backwards compat, we export cache things from here too
from .caching import (  # noqa: F401
    BaseCache,
    BlockCache,
    BytesCache,
    MMapCache,
    ReadAheadCache,
    caches,
)
from .compression import compr
from .registry import filesystem, get_filesystem_class
from .utils import (
    _unstrip_protocol,
    build_name_function,
    infer_compression,
    stringify_path,
)

logger = logging.getLogger("fsspec")


class OpenFile:
    """
    File-like object to be used in a context

    Can layer (buffered) text-mode and compression over any file-system, which
    are typically binary-only.

    These instances are safe to serialize, as the low-level file object
    is not created until invoked using ``with``.

    Parameters
    ----------
    fs: FileSystem
        The file system to use for opening the file. Should be a subclass or duck-type
        with ``fsspec.spec.AbstractFileSystem``
    path: str
        Location to open
    mode: str like 'rb', optional
        Mode of the opened file
    compression: str or None, optional
        Compression to apply
    encoding: str or None, optional
        The encoding to use if opened in text mode.
    errors: str or None, optional
        How to handle encoding errors if opened in text mode.
    newline: None or str
        Passed to TextIOWrapper in text mode, how to handle line endings.
    autoopen: bool
        If True, calls open() immediately. Mostly used by pickle
    pos: int
        If given and autoopen is True, seek to this location immediately
    """

    def __init__(
        self,
        fs,
        path,
        mode="rb",
        compression=None,
        encoding=None,
        errors=None,
        newline=None,
    ):
        self.fs = fs
        self.path = path
        self.mode = mode
        self.compression = get_compression(path, compression)
        self.encoding = encoding
        self.errors = errors
        self.newline = newline
        self.fobjects = []

    def __reduce__(self):
        return (
            OpenFile,
            (
                self.fs,
                self.path,
                self.mode,
                self.compression,
                self.encoding,
                self.errors,
                self.newline,
            ),
        )

    def __repr__(self):
        return "<OpenFile '{}'>".format(self.path)

    def __enter__(self):
        mode = self.mode.replace("t", "").replace("b", "") + "b"

        f = self.fs.open(self.path, mode=mode)

        self.fobjects = [f]

        if self.compression is not None:
            compress = compr[self.compression]
            f = compress(f, mode=mode[0])
            self.fobjects.append(f)

        if "b" not in self.mode:
            # assume, for example, that 'r' is equivalent to 'rt' as in builtin
            f = PickleableTextIOWrapper(
                f, encoding=self.encoding, errors=self.errors, newline=self.newline
            )
            self.fobjects.append(f)

        return self.fobjects[-1]

    def __exit__(self, *args):
        self.close()

    @property
    def full_name(self):
        return _unstrip_protocol(self.path, self.fs)

    def open(self):
        """Materialise this as a real open file without context

        The OpenFile object should be explicitly closed to avoid enclosed file
        instances persisting. You must, therefore, keep a reference to the OpenFile
        during the life of the file-like it generates.
        """
        return self.__enter__()

    def close(self):
        """Close all encapsulated file objects"""
        for f in reversed(self.fobjects):
            if "r" not in self.mode and not f.closed:
                f.flush()
            f.close()
        self.fobjects.clear()


class OpenFiles(list):
    """List of OpenFile instances

    Can be used in a single context, which opens and closes all of the
    contained files. Normal list access to get the elements works as
    normal.

    A special case is made for caching filesystems - the files will
    be down/uploaded together at the start or end of the context, and
    this may happen concurrently, if the target filesystem supports it.
    """

    def __init__(self, *args, mode="rb", fs=None):
        self.mode = mode
        self.fs = fs
        self.files = []
        super().__init__(*args)

    def __enter__(self):
        if self.fs is None:
            raise ValueError("Context has already been used")

        fs = self.fs
        while True:
            if hasattr(fs, "open_many"):
                # check for concurrent cache download; or set up for upload
                self.files = fs.open_many(self)
                return self.files
            if hasattr(fs, "fs") and fs.fs is not None:
                fs = fs.fs
            else:
                break
        return [s.__enter__() for s in self]

    def __exit__(self, *args):
        fs = self.fs
        [s.__exit__(*args) for s in self]
        if "r" not in self.mode:
            while True:
                if hasattr(fs, "open_many"):
                    # check for concurrent cache upload
                    fs.commit_many(self.files)
                    return
                if hasattr(fs, "fs") and fs.fs is not None:
                    fs = fs.fs
                else:
                    break

    def __getitem__(self, item):
        out = super().__getitem__(item)
        if isinstance(item, slice):
            return OpenFiles(out, mode=self.mode, fs=self.fs)
        return out

    def __repr__(self):
        return "<List of %s OpenFile instances>" % len(self)


def open_files(
    urlpath,
    mode="rb",
    compression=None,
    encoding="utf8",
    errors=None,
    name_function=None,
    num=1,
    protocol=None,
    newline=None,
    auto_mkdir=True,
    expand=True,
    **kwargs,
):
    """Given a path or paths, return a list of ``OpenFile`` objects.

    For writing, a str path must contain the "*" character, which will be filled
    in by increasing numbers, e.g., "part*" ->  "part1", "part2" if num=2.

    For either reading or writing, can instead provide explicit list of paths.

    Parameters
    ----------
    urlpath: string or list
        Absolute or relative filepath(s). Prefix with a protocol like ``s3://``
        to read from alternative filesystems. To read from multiple files you
        can pass a globstring or a list of paths, with the caveat that they
        must all have the same protocol.
    mode: 'rb', 'wt', etc.
    compression: string or None
        If given, open file using compression codec. Can either be a compression
        name (a key in ``fsspec.compression.compr``) or "infer" to guess the
        compression from the filename suffix.
    encoding: str
        For text mode only
    errors: None or str
        Passed to TextIOWrapper in text mode
    name_function: function or None
        if opening a set of files for writing, those files do not yet exist,
        so we need to generate their names by formatting the urlpath for
        each sequence number
    num: int [1]
        if writing mode, number of files we expect to create (passed to
        name+function)
    protocol: str or None
        If given, overrides the protocol found in the URL.
    newline: bytes or None
        Used for line terminator in text mode. If None, uses system default;
        if blank, uses no translation.
    auto_mkdir: bool (True)
        If in write mode, this will ensure the target directory exists before
        writing, by calling ``fs.mkdirs(exist_ok=True)``.
    expand: bool
    **kwargs: dict
        Extra options that make sense to a particular storage connection, e.g.
        host, port, username, password, etc.

    Examples
    --------
    >>> files = open_files('2015-*-*.csv')  # doctest: +SKIP
    >>> files = open_files(
    ...     's3://bucket/2015-*-*.csv.gz', compression='gzip'
    ... )  # doctest: +SKIP

    Returns
    -------
    An ``OpenFiles`` instance, which is a list of ``OpenFile`` objects that can
    be used as a single context

    Notes
    -----
    For a full list of the available protocols and the implementations that
    they map across to see the latest online documentation:

    - For implementations built into ``fsspec`` see
      https://filesystem-spec.readthedocs.io/en/latest/api.html#built-in-implementations
    - For implementations in separate packages see
      https://filesystem-spec.readthedocs.io/en/latest/api.html#other-known-implementations
    """
    fs, fs_token, paths = get_fs_token_paths(
        urlpath,
        mode,
        num=num,
        name_function=name_function,
        storage_options=kwargs,
        protocol=protocol,
        expand=expand,
    )
    if "r" not in mode and auto_mkdir:
        parents = {fs._parent(path) for path in paths}
        [fs.makedirs(parent, exist_ok=True) for parent in parents]
    return OpenFiles(
        [
            OpenFile(
                fs,
                path,
                mode=mode,
                compression=compression,
                encoding=encoding,
                errors=errors,
                newline=newline,
            )
            for path in paths
        ],
        mode=mode,
        fs=fs,
    )


def _un_chain(path, kwargs):
    x = re.compile(".*[^a-z]+.*")  # test for non protocol-like single word
    bits = (
        [p if "://" in p or x.match(p) else p + "://" for p in path.split("::")]
        if "::" in path
        else [path]
    )
    # [[url, protocol, kwargs], ...]
    out = []
    previous_bit = None
    kwargs = kwargs.copy()
    for bit in reversed(bits):
        protocol = kwargs.pop("protocol", None) or split_protocol(bit)[0] or "file"
        cls = get_filesystem_class(protocol)
        extra_kwargs = cls._get_kwargs_from_urls(bit)
        kws = kwargs.pop(protocol, {})
        if bit is bits[0]:
            kws.update(kwargs)
        kw = dict(**extra_kwargs, **kws)
        bit = cls._strip_protocol(bit)
        if (
            protocol in {"blockcache", "filecache", "simplecache"}
            and "target_protocol" not in kw
        ):
            bit = previous_bit
        out.append((bit, protocol, kw))
        previous_bit = bit
    out = list(reversed(out))
    return out


def url_to_fs(url, **kwargs):
    """
    Turn fully-qualified and potentially chained URL into filesystem instance

    Parameters
    ----------
    url : str
        The fsspec-compatible URL
    **kwargs: dict
        Extra options that make sense to a particular storage connection, e.g.
        host, port, username, password, etc.

    Returns
    -------
    filesystem : FileSystem
        The new filesystem discovered from ``url`` and created with
        ``**kwargs``.
    urlpath : str
        The file-systems-specific URL for ``url``.
    """
    chain = _un_chain(url, kwargs)
    inkwargs = {}
    # Reverse iterate the chain, creating a nested target_* structure
    for i, ch in enumerate(reversed(chain)):
        urls, protocol, kw = ch
        if i == len(chain) - 1:
            inkwargs = dict(**kw, **inkwargs)
            continue
        inkwargs["target_options"] = dict(**kw, **inkwargs)
        inkwargs["target_protocol"] = protocol
        inkwargs["fo"] = urls
    urlpath, protocol, _ = chain[0]
    fs = filesystem(protocol, **inkwargs)
    return fs, urlpath


def open(
    urlpath,
    mode="rb",
    compression=None,
    encoding="utf8",
    errors=None,
    protocol=None,
    newline=None,
    **kwargs,
):
    """Given a path or paths, return one ``OpenFile`` object.

    Parameters
    ----------
    urlpath: string or list
        Absolute or relative filepath. Prefix with a protocol like ``s3://``
        to read from alternative filesystems. Should not include glob
        character(s).
    mode: 'rb', 'wt', etc.
    compression: string or None
        If given, open file using compression codec. Can either be a compression
        name (a key in ``fsspec.compression.compr``) or "infer" to guess the
        compression from the filename suffix.
    encoding: str
        For text mode only
    errors: None or str
        Passed to TextIOWrapper in text mode
    protocol: str or None
        If given, overrides the protocol found in the URL.
    newline: bytes or None
        Used for line terminator in text mode. If None, uses system default;
        if blank, uses no translation.
    **kwargs: dict
        Extra options that make sense to a particular storage connection, e.g.
        host, port, username, password, etc.

    Examples
    --------
    >>> openfile = open('2015-01-01.csv')  # doctest: +SKIP
    >>> openfile = open(
    ...     's3://bucket/2015-01-01.csv.gz', compression='gzip'
    ... )  # doctest: +SKIP
    >>> with openfile as f:
    ...     df = pd.read_csv(f)  # doctest: +SKIP
    ...

    Returns
    -------
    ``OpenFile`` object.

    Notes
    -----
    For a full list of the available protocols and the implementations that
    they map across to see the latest online documentation:

    - For implementations built into ``fsspec`` see
      https://filesystem-spec.readthedocs.io/en/latest/api.html#built-in-implementations
    - For implementations in separate packages see
      https://filesystem-spec.readthedocs.io/en/latest/api.html#other-known-implementations
    """
    out = open_files(
        urlpath=[urlpath],
        mode=mode,
        compression=compression,
        encoding=encoding,
        errors=errors,
        protocol=protocol,
        newline=newline,
        expand=False,
        **kwargs,
    )
    if not out:
        raise FileNotFoundError(urlpath)
    return out[0]


def open_local(url, mode="rb", **storage_options):
    """Open file(s) which can be resolved to local

    For files which either are local, or get downloaded upon open
    (e.g., by file caching)

    Parameters
    ----------
    url: str or list(str)
    mode: str
        Must be read mode
    storage_options:
        passed on to FS for or used by open_files (e.g., compression)
    """
    if "r" not in mode:
        raise ValueError("Can only ensure local files when reading")
    of = open_files(url, mode=mode, **storage_options)
    if not getattr(of[0].fs, "local_file", False):
        raise ValueError(
            "open_local can only be used on a filesystem which"
            " has attribute local_file=True"
        )
    with of as files:
        paths = [f.name for f in files]
    if isinstance(url, str) and not has_magic(url):
        return paths[0]
    return paths


def get_compression(urlpath, compression):
    if compression == "infer":
        compression = infer_compression(urlpath)
    if compression is not None and compression not in compr:
        raise ValueError("Compression type %s not supported" % compression)
    return compression


def split_protocol(urlpath):
    """Return protocol, path pair"""
    urlpath = stringify_path(urlpath)
    if "://" in urlpath:
        protocol, path = urlpath.split("://", 1)
        if len(protocol) > 1:
            # excludes Windows paths
            return protocol, path
    return None, urlpath


def strip_protocol(urlpath):
    """Return only path part of full URL, according to appropriate backend"""
    protocol, _ = split_protocol(urlpath)
    cls = get_filesystem_class(protocol)
    return cls._strip_protocol(urlpath)


def expand_paths_if_needed(paths, mode, num, fs, name_function):
    """Expand paths if they have a ``*`` in them (write mode) or any of ``*?[]``
    in them (read mode).

    :param paths: list of paths
    mode: str
        Mode in which to open files.
    num: int
        If opening in writing mode, number of files we expect to create.
    fs: filesystem object
    name_function: callable
        If opening in writing mode, this callable is used to generate path
        names. Names are generated for each partition by
        ``urlpath.replace('*', name_function(partition_index))``.
    :return: list of paths
    """
    expanded_paths = []
    paths = list(paths)

    if "w" in mode:  # read mode
        if sum([1 for p in paths if "*" in p]) > 1:
            raise ValueError(
                "When writing data, only one filename mask can be specified."
            )
        num = max(num, len(paths))

        for curr_path in paths:
            if "*" in curr_path:
                # expand using name_function
                expanded_paths.extend(_expand_paths(curr_path, name_function, num))
            else:
                expanded_paths.append(curr_path)
        # if we generated more paths that asked for, trim the list
        if len(expanded_paths) > num:
            expanded_paths = expanded_paths[:num]

    else:  # read mode
        for curr_path in paths:
            if has_magic(curr_path):
                # expand using glob
                expanded_paths.extend(fs.glob(curr_path))
            else:
                expanded_paths.append(curr_path)

    return expanded_paths


def get_fs_token_paths(
    urlpath,
    mode="rb",
    num=1,
    name_function=None,
    storage_options=None,
    protocol=None,
    expand=True,
):
    """Filesystem, deterministic token, and paths from a urlpath and options.

    Parameters
    ----------
    urlpath: string or iterable
        Absolute or relative filepath, URL (may include protocols like
        ``s3://``), or globstring pointing to data.
    mode: str, optional
        Mode in which to open files.
    num: int, optional
        If opening in writing mode, number of files we expect to create.
    name_function: callable, optional
        If opening in writing mode, this callable is used to generate path
        names. Names are generated for each partition by
        ``urlpath.replace('*', name_function(partition_index))``.
    storage_options: dict, optional
        Additional keywords to pass to the filesystem class.
    protocol: str or None
        To override the protocol specifier in the URL
    expand: bool
        Expand string paths for writing, assuming the path is a directory
    """
    if isinstance(urlpath, (list, tuple, set)):
        if not urlpath:
            raise ValueError("empty urlpath sequence")
        urlpath0 = stringify_path(list(urlpath)[0])
    else:
        urlpath0 = stringify_path(urlpath)
    storage_options = storage_options or {}
    if protocol:
        storage_options["protocol"] = protocol
    chain = _un_chain(urlpath0, storage_options or {})
    inkwargs = {}
    # Reverse iterate the chain, creating a nested target_* structure
    for i, ch in enumerate(reversed(chain)):
        urls, nested_protocol, kw = ch
        if i == len(chain) - 1:
            inkwargs = dict(**kw, **inkwargs)
            continue
        inkwargs["target_options"] = dict(**kw, **inkwargs)
        inkwargs["target_protocol"] = nested_protocol
        inkwargs["fo"] = urls
    paths, protocol, _ = chain[0]
    fs = filesystem(protocol, **inkwargs)
    if isinstance(urlpath, (list, tuple, set)):
        pchains = [
            _un_chain(stringify_path(u), storage_options or {})[0] for u in urlpath
        ]
        if len(set(pc[1] for pc in pchains)) > 1:
            raise ValueError("Protocol mismatch getting fs from %s", urlpath)
        paths = [pc[0] for pc in pchains]
    else:
        paths = fs._strip_protocol(paths)
    if isinstance(paths, (list, tuple, set)):
        paths = expand_paths_if_needed(paths, mode, num, fs, name_function)
    else:
        if "w" in mode and expand:
            paths = _expand_paths(paths, name_function, num)
        elif "*" in paths:
            paths = [f for f in sorted(fs.glob(paths)) if not fs.isdir(f)]
        else:
            paths = [paths]

    return fs, fs._fs_token, paths


def _expand_paths(path, name_function, num):
    if isinstance(path, str):
        if path.count("*") > 1:
            raise ValueError("Output path spec must contain exactly one '*'.")
        elif "*" not in path:
            path = os.path.join(path, "*.part")

        if name_function is None:
            name_function = build_name_function(num - 1)

        paths = [path.replace("*", name_function(i)) for i in range(num)]
        if paths != sorted(paths):
            logger.warning(
                "In order to preserve order between partitions"
                " paths created with ``name_function`` should "
                "sort to partition order"
            )
    elif isinstance(path, (tuple, list)):
        assert len(path) == num
        paths = list(path)
    else:
        raise ValueError(
            "Path should be either\n"
            "1. A list of paths: ['foo.json', 'bar.json', ...]\n"
            "2. A directory: 'foo/\n"
            "3. A path with a '*' in it: 'foo.*.json'"
        )
    return paths


class PickleableTextIOWrapper(io.TextIOWrapper):
    """TextIOWrapper cannot be pickled. This solves it.

    Requires that ``buffer`` be pickleable, which all instances of
    AbstractBufferedFile are.
    """

    def __init__(
        self,
        buffer,
        encoding=None,
        errors=None,
        newline=None,
        line_buffering=False,
        write_through=False,
    ):
        self.args = buffer, encoding, errors, newline, line_buffering, write_through
        super().__init__(*self.args)

    def __reduce__(self):
        return PickleableTextIOWrapper, self.args