mirror of
https://github.com/Stone-Red-Code/dvc.git
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599 lines
18 KiB
Python
599 lines
18 KiB
Python
from __future__ import unicode_literals
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from copy import copy
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from dvc.scheme import Schemes
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from dvc.remote.local.slow_link_detection import slow_link_guard
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from dvc.utils.compat import str, fspath_py35, open
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import os
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import stat
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import errno
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from shortuuid import uuid
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import shutil
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import logging
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from functools import partial
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from dvc.system import System
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from dvc.remote.base import (
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RemoteBASE,
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STATUS_MAP,
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STATUS_NEW,
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STATUS_DELETED,
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STATUS_MISSING,
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)
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from dvc.utils import (
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remove,
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move,
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copyfile,
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tmp_fname,
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file_md5,
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walk_files,
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relpath,
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dvc_walk,
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makedirs,
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)
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from dvc.config import Config
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from dvc.exceptions import DvcException
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from dvc.progress import Tqdm, TqdmThreadPoolExecutor
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from dvc.path_info import PathInfo
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logger = logging.getLogger(__name__)
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class RemoteLOCAL(RemoteBASE):
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scheme = Schemes.LOCAL
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path_cls = PathInfo
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PARAM_CHECKSUM = "md5"
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PARAM_PATH = "path"
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UNPACKED_DIR_SUFFIX = ".unpacked"
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DEFAULT_CACHE_TYPES = ["reflink", "copy"]
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SHARED_MODE_MAP = {None: (0o644, 0o755), "group": (0o664, 0o775)}
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def __init__(self, repo, config):
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super(RemoteLOCAL, self).__init__(repo, config)
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self.protected = config.get(Config.SECTION_CACHE_PROTECTED, False)
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shared = config.get(Config.SECTION_CACHE_SHARED)
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self._file_mode, self._dir_mode = self.SHARED_MODE_MAP[shared]
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if self.protected:
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# cache files are set to be read-only for everyone
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self._file_mode = stat.S_IREAD | stat.S_IRGRP | stat.S_IROTH
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types = config.get(Config.SECTION_CACHE_TYPE, None)
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if types:
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if isinstance(types, str):
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types = [t.strip() for t in types.split(",")]
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self.cache_types = types
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else:
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self.cache_types = copy(self.DEFAULT_CACHE_TYPES)
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# A clunky way to detect cache dir
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storagepath = config.get(Config.SECTION_LOCAL_STORAGEPATH, None)
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cache_dir = config.get(Config.SECTION_REMOTE_URL, storagepath)
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if cache_dir is not None and not os.path.isabs(cache_dir):
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cwd = config[Config.PRIVATE_CWD]
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cache_dir = os.path.abspath(os.path.join(cwd, cache_dir))
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if cache_dir is not None and not os.path.exists(cache_dir):
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os.mkdir(cache_dir)
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self.path_info = PathInfo(cache_dir) if cache_dir else None
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self._dir_info = {}
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@property
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def state(self):
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return self.repo.state
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@property
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def cache_dir(self):
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return self.path_info.fspath if self.path_info else None
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@classmethod
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def supported(cls, config):
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return True
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def list_cache_paths(self):
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assert self.path_info is not None
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clist = []
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for entry in os.listdir(fspath_py35(self.path_info)):
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subdir = self.path_info / entry
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if not os.path.isdir(fspath_py35(subdir)):
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continue
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clist.extend(
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subdir / cache for cache in os.listdir(fspath_py35(subdir))
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)
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return clist
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def get(self, md5):
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if not md5:
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return None
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return self.checksum_to_path_info(md5).url
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def exists(self, path_info):
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assert path_info.scheme == "local"
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return os.path.lexists(fspath_py35(path_info))
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def makedirs(self, path_info):
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makedirs(path_info, exist_ok=True, mode=self._dir_mode)
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def link(self, from_info, to_info):
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self._link(from_info, to_info, self.cache_types)
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def _link(self, from_info, to_info, link_types):
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assert self.isfile(from_info)
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self.makedirs(to_info.parent)
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# If there are a lot of empty files (which happens a lot in datasets),
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# and the cache type is `hardlink`, we might reach link limits and
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# will get something like: `too many links error`
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#
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# This is because all those empty files will have the same checksum
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# (i.e. 68b329da9893e34099c7d8ad5cb9c940), therfore, they will be
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# linked to the same file in the cache.
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#
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# From https://en.wikipedia.org/wiki/Hard_link
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# * ext4 limits the number of hard links on a file to 65,000
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# * Windows with NTFS has a limit of 1024 hard links on a file
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#
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# That's why we simply create an empty file rather than a link.
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if self.getsize(from_info) == 0:
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self.open(to_info, "w+").close()
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logger.debug(
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"Created empty file: {src} -> {dest}"
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.format(src=str(from_path), dest=str(to_path))
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)
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return
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self._try_links(from_info, to_info, link_types)
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def _get_link_method(self, link_type):
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CACHE_TYPE_MAP = {
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"copy": self.copy,
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"symlink": self.symlink,
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"hardlink": self.hardlink,
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"reflink": self.reflink,
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}
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try:
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return CACHE_TYPE_MAP[link_type]
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except KeyError:
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raise DvcException(
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"Cache type: '{}' not supported!".format(link_type)
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)
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def _do_link(self, from_info, to_info, link_method):
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if self.exists(to_info):
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raise DvcException("Link '{}' already exists!".format(to_info))
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else:
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link_method(from_info, to_info)
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if self.protected:
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self.protect(to_info)
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msg = "Created {}'{}': {} -> {}".format(
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"protected " if self.protected else "",
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self.cache_types[0],
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from_info,
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to_info,
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)
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logger.debug(msg)
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@slow_link_guard
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def _try_links(self, from_info, to_info, link_types):
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i = len(link_types)
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while i > 0:
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link_method = self._get_link_method(link_types[0])
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try:
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self._do_link(from_info, to_info, link_method)
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return
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except DvcException as exc:
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msg = "Cache type '{}' is not supported: {}"
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logger.debug(msg.format(link_types[0], str(exc)))
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del link_types[0]
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i -= 1
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raise DvcException("no possible cache types left to try out.")
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def already_cached(self, path_info):
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assert path_info.scheme in ["", "local"]
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current_md5 = self.get_checksum(path_info)
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if not current_md5:
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return False
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return not self.changed_cache(current_md5)
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def is_empty(self, path_info):
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path = path_info.fspath
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if self.isfile(path_info) and os.path.getsize(path) == 0:
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return True
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if self.isdir(path_info) and len(os.listdir(path)) == 0:
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return True
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return False
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def isfile(self, path_info):
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return os.path.isfile(fspath_py35(path_info))
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def isdir(self, path_info):
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return os.path.isdir(fspath_py35(path_info))
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def getsize(self, path_info):
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return os.path.getsize(fspath_py35(path_info))
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def walk(self, path_info):
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return dvc_walk(path_info, self.repo.dvcignore)
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def get_file_checksum(self, path_info):
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return file_md5(fspath_py35(path_info))[0]
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def remove(self, path_info):
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if path_info.scheme != "local":
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raise NotImplementedError
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if self.exists(path_info):
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remove(path_info.fspath)
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def move(self, from_info, to_info):
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if from_info.scheme != "local" or to_info.scheme != "local":
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raise NotImplementedError
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self.makedirs(to_info.parent)
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if self.isfile(from_info):
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mode = self._file_mode
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else:
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mode = self._dir_mode
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move(from_info, to_info, mode=mode)
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def copy(self, from_info, to_info):
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shutil.copyfile(from_info.fspath, to_info.fspath)
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def symlink(self, from_info, to_info):
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System.symlink(from_info.fspath, to_info.fspath)
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def hardlink(self, from_info, to_info):
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System.hardlink(from_info.fspath, to_info.fspath)
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def reflink(self, from_info, to_info):
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System.reflink(from_info.fspath, to_info.fspath)
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def cache_exists(self, checksums, jobs=None):
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return [
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checksum
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for checksum in Tqdm(checksums, unit="md5")
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if not self.changed_cache_file(checksum)
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]
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def _upload(
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self, from_file, to_info, name=None, no_progress_bar=False, **_kwargs
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):
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makedirs(fspath_py35(to_info.parent), exist_ok=True)
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tmp_file = tmp_fname(to_info)
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copyfile(
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from_file, tmp_file, name=name, no_progress_bar=no_progress_bar
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)
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os.rename(tmp_file, fspath_py35(to_info))
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def _download(
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self, from_info, to_file, name=None, no_progress_bar=False, **_kwargs
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):
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copyfile(
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fspath_py35(from_info),
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to_file,
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no_progress_bar=no_progress_bar,
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name=name,
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)
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def open(self, path_info, mode="r", encoding=None):
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assert mode in {"r", "rt", "rb"}
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return open(fspath_py35(path_info), mode=mode, encoding=encoding)
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def _group(self, checksum_infos, show_checksums=False):
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by_md5 = {}
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for info in checksum_infos:
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md5 = info[self.PARAM_CHECKSUM]
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if show_checksums:
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by_md5[md5] = {"name": md5}
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continue
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name = info["name"]
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branch = info.get("branch")
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if branch:
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name += "({})".format(branch)
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if md5 not in by_md5.keys():
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by_md5[md5] = {"name": name}
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else:
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by_md5[md5]["name"] += " " + name
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return by_md5
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def status(
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self,
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checksum_infos,
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remote,
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jobs=None,
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show_checksums=False,
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download=False,
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):
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logger.info(
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"Preparing to collect status from {}".format(remote.path_info)
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)
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ret = self._group(checksum_infos, show_checksums=show_checksums) or {}
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md5s = list(ret)
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logger.info("Collecting information from local cache...")
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local_exists = self.cache_exists(md5s, jobs=jobs)
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# This is a performance optimization. We can safely assume that,
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# if the resources that we want to fetch are already cached,
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# there's no need to check the remote storage for the existance of
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# those files.
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if download and sorted(local_exists) == sorted(md5s):
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remote_exists = local_exists
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else:
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logger.info("Collecting information from remote cache...")
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remote_exists = list(remote.cache_exists(md5s, jobs=jobs))
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self._fill_statuses(ret, local_exists, remote_exists)
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self._log_missing_caches(ret)
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return ret
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@staticmethod
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def _fill_statuses(checksum_info_dir, local_exists, remote_exists):
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# Using sets because they are way faster for lookups
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local = set(local_exists)
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remote = set(remote_exists)
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for md5, info in checksum_info_dir.items():
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status = STATUS_MAP[(md5 in local, md5 in remote)]
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info["status"] = status
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def _get_plans(self, download, remote, status_info, status):
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cache = []
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path_infos = []
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names = []
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for md5, info in Tqdm(
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status_info.items(), desc="Analysing status", unit="file"
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):
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if info["status"] == status:
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cache.append(self.checksum_to_path_info(md5))
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path_infos.append(remote.checksum_to_path_info(md5))
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names.append(info["name"])
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if download:
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to_infos = cache
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from_infos = path_infos
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else:
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to_infos = path_infos
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from_infos = cache
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return from_infos, to_infos, names
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def _process(
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self,
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checksum_infos,
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remote,
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jobs=None,
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show_checksums=False,
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download=False,
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):
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logger.info(
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"Preparing to {} '{}'".format(
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"download data from" if download else "upload data to",
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remote.path_info,
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)
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)
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if download:
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func = partial(
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remote.download,
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dir_mode=self._dir_mode,
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file_mode=self._file_mode,
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)
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status = STATUS_DELETED
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else:
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func = remote.upload
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status = STATUS_NEW
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if jobs is None:
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jobs = remote.JOBS
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status_info = self.status(
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checksum_infos,
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remote,
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jobs=jobs,
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show_checksums=show_checksums,
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download=download,
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)
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plans = self._get_plans(download, remote, status_info, status)
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if len(plans[0]) == 0:
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return 0
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if jobs > 1:
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with TqdmThreadPoolExecutor(max_workers=jobs) as executor:
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fails = sum(executor.map(func, *plans))
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else:
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fails = sum(map(func, *plans))
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if fails:
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msg = "{} files failed to {}"
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raise DvcException(
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msg.format(fails, "download" if download else "upload")
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)
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return len(plans[0])
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def push(self, checksum_infos, remote, jobs=None, show_checksums=False):
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return self._process(
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checksum_infos,
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remote,
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jobs=jobs,
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show_checksums=show_checksums,
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download=False,
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)
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def pull(self, checksum_infos, remote, jobs=None, show_checksums=False):
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return self._process(
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checksum_infos,
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remote,
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jobs=jobs,
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show_checksums=show_checksums,
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download=True,
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)
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@staticmethod
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def _log_missing_caches(checksum_info_dict):
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missing_caches = [
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(md5, info)
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for md5, info in checksum_info_dict.items()
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if info["status"] == STATUS_MISSING
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]
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if missing_caches:
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missing_desc = "".join(
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"\nname: {}, md5: {}".format(info["name"], md5)
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for md5, info in missing_caches
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)
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msg = (
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"Some of the cache files do not exist neither locally "
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"nor on remote. Missing cache files: {}".format(missing_desc)
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)
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logger.warning(msg)
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@staticmethod
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def _unprotect_file(path):
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if System.is_symlink(path) or System.is_hardlink(path):
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logger.debug("Unprotecting '{}'".format(path))
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tmp = os.path.join(os.path.dirname(path), "." + str(uuid()))
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# The operations order is important here - if some application
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# would access the file during the process of copyfile then it
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# would get only the part of file. So, at first, the file should be
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# copied with the temporary name, and then original file should be
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# replaced by new.
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copyfile(path, tmp, name="Unprotecting '{}'".format(relpath(path)))
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remove(path)
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os.rename(tmp, path)
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else:
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logger.debug(
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"Skipping copying for '{}', since it is not "
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"a symlink or a hardlink.".format(path)
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)
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os.chmod(path, os.stat(path).st_mode | stat.S_IWRITE)
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def _unprotect_dir(self, path):
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for fname in walk_files(path, self.repo.dvcignore):
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RemoteLOCAL._unprotect_file(fname)
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def unprotect(self, path_info):
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path = path_info.fspath
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if not os.path.exists(path):
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raise DvcException(
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"can't unprotect non-existing data '{}'".format(path)
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)
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if os.path.isdir(path):
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self._unprotect_dir(path)
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else:
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RemoteLOCAL._unprotect_file(path)
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@staticmethod
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def protect(path_info):
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path = fspath_py35(path_info)
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mode = stat.S_IREAD | stat.S_IRGRP | stat.S_IROTH
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try:
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os.chmod(path, mode)
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except OSError as exc:
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# In share cache scenario, we might not own the cache file, so we
|
|
# need to check if cache file is already protected.
|
|
if exc.errno not in [errno.EPERM, errno.EACCES]:
|
|
raise
|
|
|
|
actual = os.stat(path).st_mode
|
|
if actual & mode != mode:
|
|
raise
|
|
|
|
def _get_unpacked_dir_path_info(self, checksum):
|
|
info = self.checksum_to_path_info(checksum)
|
|
return info.with_name(info.name + self.UNPACKED_DIR_SUFFIX)
|
|
|
|
def _path_info_changed(self, path_info):
|
|
if self.exists(path_info) and self.state.get(path_info):
|
|
return False
|
|
return True
|
|
|
|
def _update_unpacked_dir(self, checksum):
|
|
unpacked_dir_info = self._get_unpacked_dir_path_info(checksum)
|
|
|
|
if not self._path_info_changed(unpacked_dir_info):
|
|
return
|
|
|
|
self.remove(unpacked_dir_info)
|
|
|
|
try:
|
|
dir_info = self.get_dir_cache(checksum)
|
|
self._create_unpacked_dir(checksum, dir_info, unpacked_dir_info)
|
|
except DvcException:
|
|
logger.warning("Could not create '{}'".format(unpacked_dir_info))
|
|
|
|
self.remove(unpacked_dir_info)
|
|
|
|
def _create_unpacked_dir(self, checksum, dir_info, unpacked_dir_info):
|
|
self.makedirs(unpacked_dir_info)
|
|
|
|
for entry in Tqdm(dir_info, desc="Creating unpacked dir", unit="file"):
|
|
entry_cache_info = self.checksum_to_path_info(
|
|
entry[self.PARAM_CHECKSUM]
|
|
)
|
|
relative_path = entry[self.PARAM_RELPATH]
|
|
# In shared cache mode some cache files might not be owned by the
|
|
# user, so we need to use symlinks because, unless
|
|
# /proc/sys/fs/protected_hardlinks is disabled, the user is not
|
|
# allowed to create hardlinks to files that he doesn't own.
|
|
link_types = ["hardlink", "symlink"]
|
|
self._link(
|
|
entry_cache_info, unpacked_dir_info / relative_path, link_types
|
|
)
|
|
|
|
self.state.save(unpacked_dir_info, checksum)
|
|
|
|
def _changed_unpacked_dir(self, checksum):
|
|
status_unpacked_dir_info = self._get_unpacked_dir_path_info(checksum)
|
|
|
|
return not self.state.get(status_unpacked_dir_info)
|
|
|
|
def _get_unpacked_dir_names(self, checksums):
|
|
unpacked = set()
|
|
for c in checksums:
|
|
if self.is_dir_checksum(c):
|
|
unpacked.add(c + self.UNPACKED_DIR_SUFFIX)
|
|
return unpacked
|