Files
dvc/dvc/remote/local/__init__.py
T

557 lines
16 KiB
Python

from __future__ import unicode_literals
from copy import copy
from dvc.scheme import Schemes
from dvc.remote.local.slow_link_detection import slow_link_guard
from dvc.utils.compat import str, makedirs, fspath_py35
import os
import stat
import uuid
import shutil
import logging
from dvc.system import System
from dvc.remote.base import (
RemoteBASE,
STATUS_MAP,
STATUS_NEW,
STATUS_DELETED,
STATUS_MISSING,
)
from dvc.utils import (
remove,
move,
copyfile,
to_chunks,
tmp_fname,
file_md5,
walk_files,
)
from dvc.config import Config
from dvc.exceptions import DvcException
from dvc.progress import progress
from concurrent.futures import ThreadPoolExecutor
from dvc.path_info import PathInfo
logger = logging.getLogger(__name__)
class RemoteLOCAL(RemoteBASE):
scheme = Schemes.LOCAL
path_cls = PathInfo
PARAM_CHECKSUM = "md5"
PARAM_PATH = "path"
UNPACKED_DIR_SUFFIX = ".unpacked"
DEFAULT_CACHE_TYPES = ["reflink", "copy"]
CACHE_TYPE_MAP = {
"copy": shutil.copyfile,
"symlink": System.symlink,
"hardlink": System.hardlink,
"reflink": System.reflink,
}
def __init__(self, repo, config):
super(RemoteLOCAL, self).__init__(repo, config)
self.state = self.repo.state if self.repo else None
self.protected = config.get(Config.SECTION_CACHE_PROTECTED, False)
types = config.get(Config.SECTION_CACHE_TYPE, None)
if types:
if isinstance(types, str):
types = [t.strip() for t in types.split(",")]
self.cache_types = types
else:
self.cache_types = copy(self.DEFAULT_CACHE_TYPES)
# A clunky way to detect cache dir
storagepath = config.get(Config.SECTION_LOCAL_STORAGEPATH, None)
cache_dir = config.get(Config.SECTION_REMOTE_URL, storagepath)
if cache_dir is not None and not os.path.isabs(cache_dir):
cwd = config[Config.PRIVATE_CWD]
cache_dir = os.path.abspath(os.path.join(cwd, cache_dir))
if cache_dir is not None and not os.path.exists(cache_dir):
os.mkdir(cache_dir)
self.path_info = PathInfo(cache_dir) if cache_dir else None
self._dir_info = {}
@property
def cache_dir(self):
return self.path_info.fspath if self.path_info else None
@classmethod
def supported(cls, config):
return True
@staticmethod
def compat_config(config):
ret = config.copy()
url = ret.pop(Config.SECTION_LOCAL_STORAGEPATH, "")
ret[Config.SECTION_REMOTE_URL] = url
return ret
def list_cache_paths(self):
assert self.path_info is not None
clist = []
for entry in os.listdir(fspath_py35(self.path_info)):
subdir = self.path_info / entry
if not os.path.isdir(fspath_py35(subdir)):
continue
clist.extend(
subdir / cache for cache in os.listdir(fspath_py35(subdir))
)
return clist
def get(self, md5):
if not md5:
return None
return self.checksum_to_path_info(md5).url
def exists(self, path_info):
assert path_info.scheme == "local"
return os.path.lexists(fspath_py35(path_info))
def makedirs(self, path_info):
if not self.exists(path_info):
os.makedirs(fspath_py35(path_info))
def link(self, from_info, to_info, link_type=None):
from_path = from_info.fspath
to_path = to_info.fspath
assert os.path.isfile(from_path)
dname = os.path.dirname(to_path)
if not os.path.exists(dname):
os.makedirs(dname)
# NOTE: just create an empty file for an empty cache
if os.path.getsize(from_path) == 0:
open(to_path, "w+").close()
msg = "Created empty file: {} -> {}".format(from_path, to_path)
logger.debug(msg)
return
if not link_type:
link_types = self.cache_types
else:
link_types = [link_type]
self._try_links(from_info, to_info, link_types)
@classmethod
def _get_link_method(cls, link_type):
try:
return cls.CACHE_TYPE_MAP[link_type]
except KeyError:
raise DvcException(
"Cache type: '{}' not supported!".format(link_type)
)
def _link(self, from_info, to_info, link_method):
if self.exists(to_info):
raise DvcException("Link '{}' already exists!".format(to_info))
else:
link_method(from_info.fspath, to_info.fspath)
if self.protected:
self.protect(to_info)
msg = "Created {}'{}': {} -> {}".format(
"protected " if self.protected else "",
self.cache_types[0],
from_info,
to_info,
)
logger.debug(msg)
@slow_link_guard
def _try_links(self, from_info, to_info, link_types):
i = len(link_types)
while i > 0:
link_method = self._get_link_method(link_types[0])
try:
self._link(from_info, to_info, link_method)
return
except DvcException as exc:
msg = "Cache type '{}' is not supported: {}"
logger.debug(msg.format(link_types[0], str(exc)))
del link_types[0]
i -= 1
raise DvcException("no possible cache types left to try out.")
def already_cached(self, path_info):
assert path_info.scheme in ["", "local"]
current_md5 = self.get_checksum(path_info)
if not current_md5:
return False
return not self.changed_cache(current_md5)
def is_empty(self, path_info):
path = path_info.fspath
if self.isfile(path_info) and os.path.getsize(path) == 0:
return True
if self.isdir(path_info) and len(os.listdir(path)) == 0:
return True
return False
def isfile(self, path_info):
return os.path.isfile(fspath_py35(path_info))
def isdir(self, path_info):
return os.path.isdir(fspath_py35(path_info))
def walk(self, path_info):
return os.walk(fspath_py35(path_info))
def get_file_checksum(self, path_info):
return file_md5(fspath_py35(path_info))[0]
def remove(self, path_info):
if path_info.scheme != "local":
raise NotImplementedError
if self.exists(path_info):
remove(path_info.fspath)
def move(self, from_info, to_info):
if from_info.scheme != "local" or to_info.scheme != "local":
raise NotImplementedError
inp = from_info.fspath
outp = to_info.fspath
# moving in two stages to make the whole operation atomic in
# case inp and outp are in different filesystems and actual
# physical copying of data is happening
tmp = "{}.{}".format(outp, str(uuid.uuid4()))
move(inp, tmp)
move(tmp, outp)
def cache_exists(self, md5s):
return [
checksum
for checksum in progress(md5s)
if not self.changed_cache_file(checksum)
]
def _upload(
self, from_file, to_info, name=None, no_progress_bar=False, **_kwargs
):
makedirs(fspath_py35(to_info.parent), exist_ok=True)
tmp_file = tmp_fname(to_info)
copyfile(
from_file, tmp_file, name=name, no_progress_bar=no_progress_bar
)
os.rename(tmp_file, fspath_py35(to_info))
def _download(
self, from_info, to_file, name=None, no_progress_bar=False, **_kwargs
):
copyfile(
fspath_py35(from_info),
to_file,
no_progress_bar=no_progress_bar,
name=name,
)
def _group(self, checksum_infos, show_checksums=False):
by_md5 = {}
for info in checksum_infos:
md5 = info[self.PARAM_CHECKSUM]
if show_checksums:
by_md5[md5] = {"name": md5}
continue
name = info[self.PARAM_PATH]
branch = info.get("branch")
if branch:
name += "({})".format(branch)
if md5 not in by_md5.keys():
by_md5[md5] = {"name": name}
else:
by_md5[md5]["name"] += " " + name
return by_md5
def status(
self,
checksum_infos,
remote,
jobs=None,
show_checksums=False,
download=False,
):
logger.info(
"Preparing to collect status from {}".format(remote.path_info)
)
ret = self._group(checksum_infos, show_checksums=show_checksums) or {}
md5s = list(ret)
logger.info("Collecting information from local cache...")
local_exists = self.cache_exists(md5s)
# This is a performance optimization. We can safely assume that,
# if the resources that we want to fetch are already cached,
# there's no need to check the remote storage for the existance of
# those files.
if download and sorted(local_exists) == sorted(md5s):
remote_exists = local_exists
else:
logger.info("Collecting information from remote cache...")
remote_exists = list(remote.cache_exists(md5s))
self._fill_statuses(ret, local_exists, remote_exists)
self._log_missing_caches(ret)
return ret
def _fill_statuses(self, checksum_info_dir, local_exists, remote_exists):
# Using sets because they are way faster for lookups
local = set(local_exists)
remote = set(remote_exists)
for md5, info in checksum_info_dir.items():
status = STATUS_MAP[(md5 in local, md5 in remote)]
info["status"] = status
def _get_chunks(self, download, remote, status_info, status, jobs):
cache = []
path_infos = []
names = []
for md5, info in progress(
status_info.items(), name="Analysing status"
):
if info["status"] == status:
cache.append(self.checksum_to_path_info(md5))
path_infos.append(remote.checksum_to_path_info(md5))
names.append(info["name"])
if download:
to_infos = cache
from_infos = path_infos
else:
to_infos = path_infos
from_infos = cache
return (
to_chunks(from_infos, jobs),
to_chunks(to_infos, jobs),
to_chunks(names, jobs),
)
def _process(
self,
checksum_infos,
remote,
jobs=None,
show_checksums=False,
download=False,
):
logger.info(
"Preparing to {} '{}'".format(
"download data from" if download else "upload data to",
remote.path_info,
)
)
if download:
func = remote.download
status = STATUS_DELETED
else:
func = remote.upload
status = STATUS_NEW
if jobs is None:
jobs = remote.JOBS
status_info = self.status(
checksum_infos,
remote,
jobs=jobs,
show_checksums=show_checksums,
download=download,
)
chunks = self._get_chunks(download, remote, status_info, status, jobs)
if len(chunks[0]) == 0:
return 0
if jobs > 1:
with ThreadPoolExecutor(max_workers=jobs) as executor:
fails = sum(executor.map(func, *chunks))
else:
fails = sum(map(func, *chunks))
if fails:
msg = "{} file(s) failed to {}"
raise DvcException(
msg.format(fails, "download" if download else "upload")
)
return len(chunks[0])
def push(self, checksum_infos, remote, jobs=None, show_checksums=False):
return self._process(
checksum_infos,
remote,
jobs=jobs,
show_checksums=show_checksums,
download=False,
)
def pull(self, checksum_infos, remote, jobs=None, show_checksums=False):
return self._process(
checksum_infos,
remote,
jobs=jobs,
show_checksums=show_checksums,
download=True,
)
def _log_missing_caches(self, checksum_info_dict):
missing_caches = [
(md5, info)
for md5, info in checksum_info_dict.items()
if info["status"] == STATUS_MISSING
]
if missing_caches:
missing_desc = "".join(
[
"\nname: {}, md5: {}".format(info["name"], md5)
for md5, info in missing_caches
]
)
msg = (
"Some of the cache files do not exist neither locally "
"nor on remote. Missing cache files: {}".format(missing_desc)
)
logger.warning(msg)
@staticmethod
def _unprotect_file(path):
if System.is_symlink(path) or System.is_hardlink(path):
logger.debug("Unprotecting '{}'".format(path))
tmp = os.path.join(os.path.dirname(path), "." + str(uuid.uuid4()))
# The operations order is important here - if some application
# would access the file during the process of copyfile then it
# would get only the part of file. So, at first, the file should be
# copied with the temporary name, and then original file should be
# replaced by new.
copyfile(
path,
tmp,
name="Unprotecting '{}'".format(os.path.relpath(path)),
)
remove(path)
os.rename(tmp, path)
else:
logger.debug(
"Skipping copying for '{}', since it is not "
"a symlink or a hardlink.".format(path)
)
os.chmod(path, os.stat(path).st_mode | stat.S_IWRITE)
@staticmethod
def _unprotect_dir(path):
for path in walk_files(path):
RemoteLOCAL._unprotect_file(path)
@staticmethod
def unprotect(path_info):
path = path_info.fspath
if not os.path.exists(path):
raise DvcException(
"can't unprotect non-existing data '{}'".format(path)
)
if os.path.isdir(path):
RemoteLOCAL._unprotect_dir(path)
else:
RemoteLOCAL._unprotect_file(path)
@staticmethod
def protect(path_info):
os.chmod(
fspath_py35(path_info), stat.S_IREAD | stat.S_IRGRP | stat.S_IROTH
)
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 progress(dir_info, name="Created unpacked dir"):
entry_cache_info = self.checksum_to_path_info(
entry[self.PARAM_CHECKSUM]
)
relpath = entry[self.PARAM_RELPATH]
self.link(
entry_cache_info, unpacked_dir_info / relpath, "hardlink"
)
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