SimplifyMe's picture
Upload folder using huggingface_hub
9cddcfd
raw
history blame contribute delete
No virus
30 kB
import asyncio
import io
import logging
import re
import weakref
from copy import copy
from urllib.parse import urlparse
import aiohttp
import requests
import yarl
from fsspec.asyn import AbstractAsyncStreamedFile, AsyncFileSystem, sync, sync_wrapper
from fsspec.callbacks import _DEFAULT_CALLBACK
from fsspec.exceptions import FSTimeoutError
from fsspec.spec import AbstractBufferedFile
from fsspec.utils import DEFAULT_BLOCK_SIZE, isfilelike, nullcontext, tokenize
from ..caching import AllBytes
# https://stackoverflow.com/a/15926317/3821154
ex = re.compile(r"""<(a|A)\s+(?:[^>]*?\s+)?(href|HREF)=["'](?P<url>[^"']+)""")
ex2 = re.compile(r"""(?P<url>http[s]?://[-a-zA-Z0-9@:%_+.~#?&/=]+)""")
logger = logging.getLogger("fsspec.http")
async def get_client(**kwargs):
return aiohttp.ClientSession(**kwargs)
class HTTPFileSystem(AsyncFileSystem):
"""
Simple File-System for fetching data via HTTP(S)
``ls()`` is implemented by loading the parent page and doing a regex
match on the result. If simple_link=True, anything of the form
"http(s)://server.com/stuff?thing=other"; otherwise only links within
HTML href tags will be used.
"""
sep = "/"
def __init__(
self,
simple_links=True,
block_size=None,
same_scheme=True,
size_policy=None,
cache_type="bytes",
cache_options=None,
asynchronous=False,
loop=None,
client_kwargs=None,
get_client=get_client,
encoded=False,
**storage_options,
):
"""
NB: if this is called async, you must await set_client
Parameters
----------
block_size: int
Blocks to read bytes; if 0, will default to raw requests file-like
objects instead of HTTPFile instances
simple_links: bool
If True, will consider both HTML <a> tags and anything that looks
like a URL; if False, will consider only the former.
same_scheme: True
When doing ls/glob, if this is True, only consider paths that have
http/https matching the input URLs.
size_policy: this argument is deprecated
client_kwargs: dict
Passed to aiohttp.ClientSession, see
https://docs.aiohttp.org/en/stable/client_reference.html
For example, ``{'auth': aiohttp.BasicAuth('user', 'pass')}``
get_client: Callable[..., aiohttp.ClientSession]
A callable which takes keyword arguments and constructs
an aiohttp.ClientSession. It's state will be managed by
the HTTPFileSystem class.
storage_options: key-value
Any other parameters passed on to requests
cache_type, cache_options: defaults used in open
"""
super().__init__(self, asynchronous=asynchronous, loop=loop, **storage_options)
self.block_size = block_size if block_size is not None else DEFAULT_BLOCK_SIZE
self.simple_links = simple_links
self.same_schema = same_scheme
self.cache_type = cache_type
self.cache_options = cache_options
self.client_kwargs = client_kwargs or {}
self.get_client = get_client
self.encoded = encoded
self.kwargs = storage_options
self._session = None
# Clean caching-related parameters from `storage_options`
# before propagating them as `request_options` through `self.kwargs`.
# TODO: Maybe rename `self.kwargs` to `self.request_options` to make
# it clearer.
request_options = copy(storage_options)
self.use_listings_cache = request_options.pop("use_listings_cache", False)
request_options.pop("listings_expiry_time", None)
request_options.pop("max_paths", None)
request_options.pop("skip_instance_cache", None)
self.kwargs = request_options
@property
def fsid(self):
return "http"
def encode_url(self, url):
return yarl.URL(url, encoded=self.encoded)
@staticmethod
def close_session(loop, session):
if loop is not None and loop.is_running():
try:
sync(loop, session.close, timeout=0.1)
return
except (TimeoutError, FSTimeoutError):
pass
connector = getattr(session, "_connector", None)
if connector is not None:
# close after loop is dead
connector._close()
async def set_session(self):
if self._session is None:
self._session = await self.get_client(loop=self.loop, **self.client_kwargs)
if not self.asynchronous:
weakref.finalize(self, self.close_session, self.loop, self._session)
return self._session
@classmethod
def _strip_protocol(cls, path):
"""For HTTP, we always want to keep the full URL"""
return path
@classmethod
def _parent(cls, path):
# override, since _strip_protocol is different for URLs
par = super()._parent(path)
if len(par) > 7: # "http://..."
return par
return ""
async def _ls_real(self, url, detail=True, **kwargs):
# ignoring URL-encoded arguments
kw = self.kwargs.copy()
kw.update(kwargs)
logger.debug(url)
session = await self.set_session()
async with session.get(self.encode_url(url), **self.kwargs) as r:
self._raise_not_found_for_status(r, url)
text = await r.text()
if self.simple_links:
links = ex2.findall(text) + [u[2] for u in ex.findall(text)]
else:
links = [u[2] for u in ex.findall(text)]
out = set()
parts = urlparse(url)
for l in links:
if isinstance(l, tuple):
l = l[1]
if l.startswith("/") and len(l) > 1:
# absolute URL on this server
l = f"{parts.scheme}://{parts.netloc}{l}"
if l.startswith("http"):
if self.same_schema and l.startswith(url.rstrip("/") + "/"):
out.add(l)
elif l.replace("https", "http").startswith(
url.replace("https", "http").rstrip("/") + "/"
):
# allowed to cross http <-> https
out.add(l)
else:
if l not in ["..", "../"]:
# Ignore FTP-like "parent"
out.add("/".join([url.rstrip("/"), l.lstrip("/")]))
if not out and url.endswith("/"):
out = await self._ls_real(url.rstrip("/"), detail=False)
if detail:
return [
{
"name": u,
"size": None,
"type": "directory" if u.endswith("/") else "file",
}
for u in out
]
else:
return sorted(out)
async def _ls(self, url, detail=True, **kwargs):
if self.use_listings_cache and url in self.dircache:
out = self.dircache[url]
else:
out = await self._ls_real(url, detail=detail, **kwargs)
self.dircache[url] = out
return out
ls = sync_wrapper(_ls)
def _raise_not_found_for_status(self, response, url):
"""
Raises FileNotFoundError for 404s, otherwise uses raise_for_status.
"""
if response.status == 404:
raise FileNotFoundError(url)
response.raise_for_status()
async def _cat_file(self, url, start=None, end=None, **kwargs):
kw = self.kwargs.copy()
kw.update(kwargs)
logger.debug(url)
if start is not None or end is not None:
if start == end:
return b""
headers = kw.pop("headers", {}).copy()
headers["Range"] = await self._process_limits(url, start, end)
kw["headers"] = headers
session = await self.set_session()
async with session.get(self.encode_url(url), **kw) as r:
out = await r.read()
self._raise_not_found_for_status(r, url)
return out
async def _get_file(
self, rpath, lpath, chunk_size=5 * 2**20, callback=_DEFAULT_CALLBACK, **kwargs
):
kw = self.kwargs.copy()
kw.update(kwargs)
logger.debug(rpath)
session = await self.set_session()
async with session.get(self.encode_url(rpath), **kw) as r:
try:
size = int(r.headers["content-length"])
except (ValueError, KeyError):
size = None
callback.set_size(size)
self._raise_not_found_for_status(r, rpath)
if isfilelike(lpath):
outfile = lpath
else:
outfile = open(lpath, "wb")
try:
chunk = True
while chunk:
chunk = await r.content.read(chunk_size)
outfile.write(chunk)
callback.relative_update(len(chunk))
finally:
if not isfilelike(lpath):
outfile.close()
async def _put_file(
self,
lpath,
rpath,
chunk_size=5 * 2**20,
callback=_DEFAULT_CALLBACK,
method="post",
**kwargs,
):
async def gen_chunks():
# Support passing arbitrary file-like objects
# and use them instead of streams.
if isinstance(lpath, io.IOBase):
context = nullcontext(lpath)
use_seek = False # might not support seeking
else:
context = open(lpath, "rb")
use_seek = True
with context as f:
if use_seek:
callback.set_size(f.seek(0, 2))
f.seek(0)
else:
callback.set_size(getattr(f, "size", None))
chunk = f.read(chunk_size)
while chunk:
yield chunk
callback.relative_update(len(chunk))
chunk = f.read(chunk_size)
kw = self.kwargs.copy()
kw.update(kwargs)
session = await self.set_session()
method = method.lower()
if method not in ("post", "put"):
raise ValueError(
f"method has to be either 'post' or 'put', not: {method!r}"
)
meth = getattr(session, method)
async with meth(rpath, data=gen_chunks(), **kw) as resp:
self._raise_not_found_for_status(resp, rpath)
async def _exists(self, path, **kwargs):
kw = self.kwargs.copy()
kw.update(kwargs)
try:
logger.debug(path)
session = await self.set_session()
r = await session.get(self.encode_url(path), **kw)
async with r:
return r.status < 400
except (requests.HTTPError, aiohttp.ClientError):
return False
async def _isfile(self, path, **kwargs):
return await self._exists(path, **kwargs)
def _open(
self,
path,
mode="rb",
block_size=None,
autocommit=None, # XXX: This differs from the base class.
cache_type=None,
cache_options=None,
size=None,
**kwargs,
):
"""Make a file-like object
Parameters
----------
path: str
Full URL with protocol
mode: string
must be "rb"
block_size: int or None
Bytes to download in one request; use instance value if None. If
zero, will return a streaming Requests file-like instance.
kwargs: key-value
Any other parameters, passed to requests calls
"""
if mode != "rb":
raise NotImplementedError
block_size = block_size if block_size is not None else self.block_size
kw = self.kwargs.copy()
kw["asynchronous"] = self.asynchronous
kw.update(kwargs)
size = size or self.info(path, **kwargs)["size"]
session = sync(self.loop, self.set_session)
if block_size and size:
return HTTPFile(
self,
path,
session=session,
block_size=block_size,
mode=mode,
size=size,
cache_type=cache_type or self.cache_type,
cache_options=cache_options or self.cache_options,
loop=self.loop,
**kw,
)
else:
return HTTPStreamFile(
self,
path,
mode=mode,
loop=self.loop,
session=session,
**kw,
)
async def open_async(self, path, mode="rb", size=None, **kwargs):
session = await self.set_session()
if size is None:
try:
size = (await self._info(path, **kwargs))["size"]
except FileNotFoundError:
pass
return AsyncStreamFile(
self,
path,
loop=self.loop,
session=session,
size=size,
**kwargs,
)
def ukey(self, url):
"""Unique identifier; assume HTTP files are static, unchanging"""
return tokenize(url, self.kwargs, self.protocol)
async def _info(self, url, **kwargs):
"""Get info of URL
Tries to access location via HEAD, and then GET methods, but does
not fetch the data.
It is possible that the server does not supply any size information, in
which case size will be given as None (and certain operations on the
corresponding file will not work).
"""
info = {}
session = await self.set_session()
for policy in ["head", "get"]:
try:
info.update(
await _file_info(
self.encode_url(url),
size_policy=policy,
session=session,
**self.kwargs,
**kwargs,
)
)
if info.get("size") is not None:
break
except Exception as exc:
if policy == "get":
# If get failed, then raise a FileNotFoundError
raise FileNotFoundError(url) from exc
logger.debug(str(exc))
return {"name": url, "size": None, **info, "type": "file"}
async def _glob(self, path, maxdepth=None, **kwargs):
"""
Find files by glob-matching.
This implementation is idntical to the one in AbstractFileSystem,
but "?" is not considered as a character for globbing, because it is
so common in URLs, often identifying the "query" part.
"""
if maxdepth is not None and maxdepth < 1:
raise ValueError("maxdepth must be at least 1")
import re
ends = path.endswith("/")
path = self._strip_protocol(path)
idx_star = path.find("*") if path.find("*") >= 0 else len(path)
idx_brace = path.find("[") if path.find("[") >= 0 else len(path)
min_idx = min(idx_star, idx_brace)
detail = kwargs.pop("detail", False)
if not has_magic(path):
if await self._exists(path):
if not detail:
return [path]
else:
return {path: await self._info(path)}
else:
if not detail:
return [] # glob of non-existent returns empty
else:
return {}
elif "/" in path[:min_idx]:
min_idx = path[:min_idx].rindex("/")
root = path[: min_idx + 1]
depth = path[min_idx + 1 :].count("/") + 1
else:
root = ""
depth = path[min_idx + 1 :].count("/") + 1
if "**" in path:
if maxdepth is not None:
idx_double_stars = path.find("**")
depth_double_stars = path[idx_double_stars:].count("/") + 1
depth = depth - depth_double_stars + maxdepth
else:
depth = None
allpaths = await self._find(
root, maxdepth=depth, withdirs=True, detail=True, **kwargs
)
# Escape characters special to python regex, leaving our supported
# special characters in place.
# See https://www.gnu.org/software/bash/manual/html_node/Pattern-Matching.html
# for shell globbing details.
pattern = (
"^"
+ (
path.replace("\\", r"\\")
.replace(".", r"\.")
.replace("+", r"\+")
.replace("//", "/")
.replace("(", r"\(")
.replace(")", r"\)")
.replace("|", r"\|")
.replace("^", r"\^")
.replace("$", r"\$")
.replace("{", r"\{")
.replace("}", r"\}")
.rstrip("/")
)
+ "$"
)
pattern = re.sub("/[*]{2}", "=SLASH_DOUBLE_STARS=", pattern)
pattern = re.sub("[*]{2}/?", "=DOUBLE_STARS=", pattern)
pattern = re.sub("[*]", "[^/]*", pattern)
pattern = re.sub("=SLASH_DOUBLE_STARS=", "(|/.*)", pattern)
pattern = re.sub("=DOUBLE_STARS=", ".*", pattern)
pattern = re.compile(pattern)
out = {
p: allpaths[p]
for p in sorted(allpaths)
if pattern.match(p.replace("//", "/").rstrip("/"))
}
# Return directories only when the glob end by a slash
# This is needed for posix glob compliance
if ends:
out = {k: v for k, v in out.items() if v["type"] == "directory"}
if detail:
return out
else:
return list(out)
async def _isdir(self, path):
# override, since all URLs are (also) files
try:
return bool(await self._ls(path))
except (FileNotFoundError, ValueError):
return False
class HTTPFile(AbstractBufferedFile):
"""
A file-like object pointing to a remove HTTP(S) resource
Supports only reading, with read-ahead of a predermined block-size.
In the case that the server does not supply the filesize, only reading of
the complete file in one go is supported.
Parameters
----------
url: str
Full URL of the remote resource, including the protocol
session: requests.Session or None
All calls will be made within this session, to avoid restarting
connections where the server allows this
block_size: int or None
The amount of read-ahead to do, in bytes. Default is 5MB, or the value
configured for the FileSystem creating this file
size: None or int
If given, this is the size of the file in bytes, and we don't attempt
to call the server to find the value.
kwargs: all other key-values are passed to requests calls.
"""
def __init__(
self,
fs,
url,
session=None,
block_size=None,
mode="rb",
cache_type="bytes",
cache_options=None,
size=None,
loop=None,
asynchronous=False,
**kwargs,
):
if mode != "rb":
raise NotImplementedError("File mode not supported")
self.asynchronous = asynchronous
self.url = url
self.session = session
self.details = {"name": url, "size": size, "type": "file"}
super().__init__(
fs=fs,
path=url,
mode=mode,
block_size=block_size,
cache_type=cache_type,
cache_options=cache_options,
**kwargs,
)
self.loop = loop
def read(self, length=-1):
"""Read bytes from file
Parameters
----------
length: int
Read up to this many bytes. If negative, read all content to end of
file. If the server has not supplied the filesize, attempting to
read only part of the data will raise a ValueError.
"""
if (
(length < 0 and self.loc == 0) # explicit read all
# but not when the size is known and fits into a block anyways
and not (self.size is not None and self.size <= self.blocksize)
):
self._fetch_all()
if self.size is None:
if length < 0:
self._fetch_all()
else:
length = min(self.size - self.loc, length)
return super().read(length)
async def async_fetch_all(self):
"""Read whole file in one shot, without caching
This is only called when position is still at zero,
and read() is called without a byte-count.
"""
logger.debug(f"Fetch all for {self}")
if not isinstance(self.cache, AllBytes):
r = await self.session.get(self.fs.encode_url(self.url), **self.kwargs)
async with r:
r.raise_for_status()
out = await r.read()
self.cache = AllBytes(
size=len(out), fetcher=None, blocksize=None, data=out
)
self.size = len(out)
_fetch_all = sync_wrapper(async_fetch_all)
def _parse_content_range(self, headers):
"""Parse the Content-Range header"""
s = headers.get("Content-Range", "")
m = re.match(r"bytes (\d+-\d+|\*)/(\d+|\*)", s)
if not m:
return None, None, None
if m[1] == "*":
start = end = None
else:
start, end = [int(x) for x in m[1].split("-")]
total = None if m[2] == "*" else int(m[2])
return start, end, total
async def async_fetch_range(self, start, end):
"""Download a block of data
The expectation is that the server returns only the requested bytes,
with HTTP code 206. If this is not the case, we first check the headers,
and then stream the output - if the data size is bigger than we
requested, an exception is raised.
"""
logger.debug(f"Fetch range for {self}: {start}-{end}")
kwargs = self.kwargs.copy()
headers = kwargs.pop("headers", {}).copy()
headers["Range"] = f"bytes={start}-{end - 1}"
logger.debug(f"{self.url} : {headers['Range']}")
r = await self.session.get(
self.fs.encode_url(self.url), headers=headers, **kwargs
)
async with r:
if r.status == 416:
# range request outside file
return b""
r.raise_for_status()
# If the server has handled the range request, it should reply
# with status 206 (partial content). But we'll guess that a suitable
# Content-Range header or a Content-Length no more than the
# requested range also mean we have got the desired range.
response_is_range = (
r.status == 206
or self._parse_content_range(r.headers)[0] == start
or int(r.headers.get("Content-Length", end + 1)) <= end - start
)
if response_is_range:
# partial content, as expected
out = await r.read()
elif start > 0:
raise ValueError(
"The HTTP server doesn't appear to support range requests. "
"Only reading this file from the beginning is supported. "
"Open with block_size=0 for a streaming file interface."
)
else:
# Response is not a range, but we want the start of the file,
# so we can read the required amount anyway.
cl = 0
out = []
while True:
chunk = await r.content.read(2**20)
# data size unknown, let's read until we have enough
if chunk:
out.append(chunk)
cl += len(chunk)
if cl > end - start:
break
else:
break
out = b"".join(out)[: end - start]
return out
_fetch_range = sync_wrapper(async_fetch_range)
def __reduce__(self):
return (
reopen,
(
self.fs,
self.url,
self.mode,
self.blocksize,
self.cache.name if self.cache else "none",
self.size,
),
)
def reopen(fs, url, mode, blocksize, cache_type, size=None):
return fs.open(
url, mode=mode, block_size=blocksize, cache_type=cache_type, size=size
)
magic_check = re.compile("([*[])")
def has_magic(s):
match = magic_check.search(s)
return match is not None
class HTTPStreamFile(AbstractBufferedFile):
def __init__(self, fs, url, mode="rb", loop=None, session=None, **kwargs):
self.asynchronous = kwargs.pop("asynchronous", False)
self.url = url
self.loop = loop
self.session = session
if mode != "rb":
raise ValueError
self.details = {"name": url, "size": None}
super().__init__(fs=fs, path=url, mode=mode, cache_type="none", **kwargs)
async def cor():
r = await self.session.get(self.fs.encode_url(url), **kwargs).__aenter__()
self.fs._raise_not_found_for_status(r, url)
return r
self.r = sync(self.loop, cor)
def seek(self, loc, whence=0):
if loc == 0 and whence == 1:
return
if loc == self.loc and whence == 0:
return
raise ValueError("Cannot seek streaming HTTP file")
async def _read(self, num=-1):
out = await self.r.content.read(num)
self.loc += len(out)
return out
read = sync_wrapper(_read)
async def _close(self):
self.r.close()
def close(self):
asyncio.run_coroutine_threadsafe(self._close(), self.loop)
super().close()
def __reduce__(self):
return reopen, (self.fs, self.url, self.mode, self.blocksize, self.cache.name)
class AsyncStreamFile(AbstractAsyncStreamedFile):
def __init__(
self, fs, url, mode="rb", loop=None, session=None, size=None, **kwargs
):
self.url = url
self.session = session
self.r = None
if mode != "rb":
raise ValueError
self.details = {"name": url, "size": None}
self.kwargs = kwargs
super().__init__(fs=fs, path=url, mode=mode, cache_type="none")
self.size = size
async def read(self, num=-1):
if self.r is None:
r = await self.session.get(
self.fs.encode_url(self.url), **self.kwargs
).__aenter__()
self.fs._raise_not_found_for_status(r, self.url)
self.r = r
out = await self.r.content.read(num)
self.loc += len(out)
return out
async def close(self):
if self.r is not None:
self.r.close()
self.r = None
await super().close()
async def get_range(session, url, start, end, file=None, **kwargs):
# explicit get a range when we know it must be safe
kwargs = kwargs.copy()
headers = kwargs.pop("headers", {}).copy()
headers["Range"] = f"bytes={start}-{end - 1}"
r = await session.get(url, headers=headers, **kwargs)
r.raise_for_status()
async with r:
out = await r.read()
if file:
with open(file, "rb+") as f:
f.seek(start)
f.write(out)
else:
return out
async def _file_info(url, session, size_policy="head", **kwargs):
"""Call HEAD on the server to get details about the file (size/checksum etc.)
Default operation is to explicitly allow redirects and use encoding
'identity' (no compression) to get the true size of the target.
"""
logger.debug("Retrieve file size for %s", url)
kwargs = kwargs.copy()
ar = kwargs.pop("allow_redirects", True)
head = kwargs.get("headers", {}).copy()
head["Accept-Encoding"] = "identity"
kwargs["headers"] = head
info = {}
if size_policy == "head":
r = await session.head(url, allow_redirects=ar, **kwargs)
elif size_policy == "get":
r = await session.get(url, allow_redirects=ar, **kwargs)
else:
raise TypeError(f'size_policy must be "head" or "get", got {size_policy}')
async with r:
r.raise_for_status()
# TODO:
# recognise lack of 'Accept-Ranges',
# or 'Accept-Ranges': 'none' (not 'bytes')
# to mean streaming only, no random access => return None
if "Content-Length" in r.headers:
# Some servers may choose to ignore Accept-Encoding and return
# compressed content, in which case the returned size is unreliable.
if r.headers.get("Content-Encoding", "identity") == "identity":
info["size"] = int(r.headers["Content-Length"])
elif "Content-Range" in r.headers:
info["size"] = int(r.headers["Content-Range"].split("/")[1])
for checksum_field in ["ETag", "Content-MD5", "Digest"]:
if r.headers.get(checksum_field):
info[checksum_field] = r.headers[checksum_field]
return info
async def _file_size(url, session=None, *args, **kwargs):
if session is None:
session = await get_client()
info = await _file_info(url, session=session, *args, **kwargs)
return info.get("size")
file_size = sync_wrapper(_file_size)