def test_nobranch(self):
tree = CleanTree(WorkingTree(self._root_dir))
self.assertWalkEqual(
tree.walk("."),
[
(".", ["data_dir"], ["bar", "тест", "code.py", "foo"]),
(join("data_dir"), ["data_sub_dir"], ["data"]),
(join("data_dir", "data_sub_dir"), [], ["data_sub"]),
],
)
self.assertWalkEqual(
tree.walk(join("data_dir", "data_sub_dir")),
[(join("data_dir", "data_sub_dir"), [], ["data_sub"])],
)
def test_nobranch(self):
tree = CleanTree(LocalRemoteTree(None, {"url": self._root_dir}))
self.assertWalkEqual(
tree.walk("."),
[
(".", ["data_dir"], ["bar", "тест", "code.py", "foo"]),
(join("data_dir"), ["data_sub_dir"], ["data"]),
(join("data_dir", "data_sub_dir"), [], ["data_sub"]),
],
)
self.assertWalkEqual(
tree.walk(join("data_dir", "data_sub_dir")),
[(join("data_dir", "data_sub_dir"), [], ["data_sub"])],
)
def _ls_files_repo(path_info, recursive=None):
from dvc.compat import fspath
from dvc.ignore import CleanTree
from dvc.path_info import PathInfo
from dvc.scm.tree import WorkingTree
if not os.path.exists(fspath(path_info)):
return []
files = []
tree = CleanTree(WorkingTree(path_info))
try:
for dirpath, dirnames, filenames in tree.walk(path_info):
files.extend(PathInfo(dirpath, f) for f in filenames)
if not recursive:
files.extend(PathInfo(dirpath, d) for d in dirnames)
break
except NotADirectoryError:
if os.path.isfile(fspath(path_info)):
files = [path_info]
return [_get_fs_node(f) for f in files]
def _ls_files_repo(target_path_info, recursive=None):
from dvc.compat import fspath
from dvc.ignore import CleanTree
from dvc.path_info import PathInfo
from dvc.scm.tree import WorkingTree
if not os.path.exists(fspath(target_path_info)):
return []
files = []
tree = CleanTree(WorkingTree(target_path_info))
try:
for dirpath, dirnames, filenames in tree.walk(target_path_info):
files.extend(map(lambda f: PathInfo(dirpath, f), filenames))
if not recursive:
files.extend(map(lambda d: PathInfo(dirpath, d), dirnames))
break
except NotADirectoryError:
if os.path.isfile(fspath(target_path_info)):
return [target_path_info]
return files
class Repo(object):
DVC_DIR = ".dvc"
from dvc.repo.destroy import destroy
from dvc.repo.install import install
from dvc.repo.add import add
from dvc.repo.remove import remove
from dvc.repo.lock import lock as lock_stage
from dvc.repo.move import move
from dvc.repo.run import run
from dvc.repo.imp import imp
from dvc.repo.imp_url import imp_url
from dvc.repo.reproduce import reproduce
from dvc.repo.checkout import _checkout
from dvc.repo.push import push
from dvc.repo.fetch import _fetch
from dvc.repo.pull import pull
from dvc.repo.status import status
from dvc.repo.gc import gc
from dvc.repo.commit import commit
from dvc.repo.diff import diff
from dvc.repo.brancher import brancher
from dvc.repo.get import get
from dvc.repo.get_url import get_url
from dvc.repo.update import update
def __init__(self, root_dir=None):
from dvc.state import State
from dvc.lock import make_lock
from dvc.scm import SCM
from dvc.cache import Cache
from dvc.data_cloud import DataCloud
from dvc.repo.metrics import Metrics
from dvc.scm.tree import WorkingTree
from dvc.repo.tag import Tag
from dvc.utils import makedirs
root_dir = self.find_root(root_dir)
self.root_dir = os.path.abspath(os.path.realpath(root_dir))
self.dvc_dir = os.path.join(self.root_dir, self.DVC_DIR)
self.config = Config(self.dvc_dir)
self.scm = SCM(self.root_dir)
self.tree = CleanTree(WorkingTree(self.root_dir))
self.tmp_dir = os.path.join(self.dvc_dir, "tmp")
makedirs(self.tmp_dir, exist_ok=True)
hardlink_lock = self.config.config["core"].get("hardlink_lock", False)
self.lock = make_lock(
os.path.join(self.dvc_dir, "lock"),
tmp_dir=os.path.join(self.dvc_dir, "tmp"),
hardlink_lock=hardlink_lock,
friendly=True,
)
# NOTE: storing state and link_state in the repository itself to avoid
# any possible state corruption in 'shared cache dir' scenario.
self.state = State(self, self.config.config)
core = self.config.config[Config.SECTION_CORE]
level = core.get(Config.SECTION_CORE_LOGLEVEL)
if level:
logger.setLevel(level.upper())
self.cache = Cache(self)
self.cloud = DataCloud(self)
self.metrics = Metrics(self)
self.tag = Tag(self)
self._ignore()
@property
def tree(self):
return self._tree
@tree.setter
def tree(self, tree):
self._tree = tree
# Our graph cache is no longer valid, as it was based on the previous
# tree.
self._reset()
def __repr__(self):
return "Repo: '{root_dir}'".format(root_dir=self.root_dir)
@classmethod
def find_root(cls, root=None):
if root is None:
root = os.getcwd()
else:
root = os.path.abspath(os.path.realpath(root))
while True:
dvc_dir = os.path.join(root, cls.DVC_DIR)
if os.path.isdir(dvc_dir):
return root
if os.path.ismount(root):
break
root = os.path.dirname(root)
raise NotDvcRepoError(root)
@classmethod
def find_dvc_dir(cls, root=None):
root_dir = cls.find_root(root)
return os.path.join(root_dir, cls.DVC_DIR)
@staticmethod
def init(root_dir=os.curdir, no_scm=False, force=False):
from dvc.repo.init import init
init(root_dir=root_dir, no_scm=no_scm, force=force)
return Repo(root_dir)
def unprotect(self, target):
return self.cache.local.unprotect(PathInfo(target))
def _ignore(self):
from dvc.updater import Updater
updater = Updater(self.dvc_dir)
flist = ([self.config.config_local_file, updater.updater_file] +
[self.lock.lockfile, updater.lock.lockfile, self.tmp_dir] +
self.state.files)
if path_isin(self.cache.local.cache_dir, self.root_dir):
flist += [self.cache.local.cache_dir]
self.scm.ignore_list(flist)
def check_modified_graph(self, new_stages):
"""Generate graph including the new stage to check for errors"""
self._collect_graph(self.stages + new_stages)
def collect(self, target, with_deps=False, recursive=False, graph=None):
import networkx as nx
from dvc.stage import Stage
G = graph or self.graph
if not target:
return list(G)
target = os.path.abspath(target)
if recursive and os.path.isdir(target):
stages = nx.dfs_postorder_nodes(G)
return [stage for stage in stages if path_isin(stage.path, target)]
stage = Stage.load(self, target)
if not with_deps:
return [stage]
pipeline = get_pipeline(get_pipelines(G), stage)
return list(nx.dfs_postorder_nodes(pipeline, stage))
def collect_granular(self, target, *args, **kwargs):
if not target:
return [(stage, None) for stage in self.stages]
try:
out, = self.find_outs_by_path(target, strict=False)
filter_info = PathInfo(os.path.abspath(target))
return [(out.stage, filter_info)]
except OutputNotFoundError:
stages = self.collect(target, *args, **kwargs)
return [(stage, None) for stage in stages]
def used_cache(
self,
targets=None,
all_branches=False,
with_deps=False,
all_tags=False,
all_commits=False,
remote=None,
force=False,
jobs=None,
recursive=False,
):
"""Get the stages related to the given target and collect
the `info` of its outputs.
This is useful to know what files from the cache are _in use_
(namely, a file described as an output on a stage).
The scope is, by default, the working directory, but you can use
`all_branches` or `all_tags` to expand scope.
Returns:
A dictionary with Schemes (representing output's location) as keys,
and a list with the outputs' `dumpd` as values.
"""
from funcy.py2 import icat
from dvc.cache import NamedCache
cache = NamedCache()
for branch in self.brancher(
all_branches=all_branches,
all_tags=all_tags,
all_commits=all_commits,
):
targets = targets or [None]
pairs = icat(
self.collect_granular(
target, recursive=recursive, with_deps=with_deps)
for target in targets)
suffix = "({})".format(branch) if branch else ""
for stage, filter_info in pairs:
used_cache = stage.get_used_cache(
remote=remote,
force=force,
jobs=jobs,
filter_info=filter_info,
)
cache.update(used_cache, suffix=suffix)
return cache
def _collect_graph(self, stages=None):
"""Generate a graph by using the given stages on the given directory
The nodes of the graph are the stage's path relative to the root.
Edges are created when the output of one stage is used as a
dependency in other stage.
The direction of the edges goes from the stage to its dependency:
For example, running the following:
$ dvc run -o A "echo A > A"
$ dvc run -d A -o B "echo B > B"
$ dvc run -d B -o C "echo C > C"
Will create the following graph:
ancestors <--
|
C.dvc -> B.dvc -> A.dvc
| |
| --> descendants
|
------- pipeline ------>
|
v
(weakly connected components)
Args:
stages (list): used to build a graph, if None given, collect stages
in the repository.
Raises:
OutputDuplicationError: two outputs with the same path
StagePathAsOutputError: stage inside an output directory
OverlappingOutputPathsError: output inside output directory
CyclicGraphError: resulting graph has cycles
"""
import networkx as nx
from dvc.exceptions import (
OutputDuplicationError,
StagePathAsOutputError,
OverlappingOutputPathsError,
)
G = nx.DiGraph()
stages = stages or self.stages
stages = [stage for stage in stages if stage]
outs = {}
for stage in stages:
for out in stage.outs:
if out.path_info in outs:
dup_stages = [stage, outs[out.path_info].stage]
raise OutputDuplicationError(str(out), dup_stages)
outs[out.path_info] = out
for stage in stages:
for out in stage.outs:
for p in out.path_info.parents:
if p in outs:
raise OverlappingOutputPathsError(outs[p], out)
for stage in stages:
stage_path_info = PathInfo(stage.path)
for p in chain([stage_path_info], stage_path_info.parents):
if p in outs:
raise StagePathAsOutputError(stage, str(outs[p]))
for stage in stages:
G.add_node(stage)
for dep in stage.deps:
if dep.path_info is None:
continue
for out_path_info, out in outs.items():
if out_path_info.overlaps(dep.path_info):
G.add_node(out.stage)
G.add_edge(stage, out.stage)
check_acyclic(G)
return G
@cached_property
def graph(self):
return self._collect_graph()
@cached_property
def pipelines(self):
return get_pipelines(self.graph)
@staticmethod
def _filter_out_dirs(dirs, outs, root_dir):
def filter_dirs(dname):
path = os.path.join(root_dir, dname)
for out in outs:
if path == os.path.normpath(out):
return False
return True
return list(filter(filter_dirs, dirs))
@cached_property
def stages(self):
"""
Walks down the root directory looking for Dvcfiles,
skipping the directories that are related with
any SCM (e.g. `.git`), DVC itself (`.dvc`), or directories
tracked by DVC (e.g. `dvc add data` would skip `data/`)
NOTE: For large repos, this could be an expensive
operation. Consider using some memoization.
"""
from dvc.stage import Stage
stages = []
outs = []
for root, dirs, files in self.tree.walk(self.root_dir):
for fname in files:
path = os.path.join(root, fname)
if not Stage.is_valid_filename(path):
continue
stage = Stage.load(self, path)
for out in stage.outs:
if out.scheme == "local":
outs.append(out.fspath + out.sep)
stages.append(stage)
dirs[:] = self._filter_out_dirs(dirs, outs, root)
return stages
def find_outs_by_path(self, path, outs=None, recursive=False, strict=True):
if not outs:
outs = [out for stage in self.stages for out in stage.outs]
abs_path = os.path.abspath(path)
path_info = PathInfo(abs_path)
is_dir = self.tree.isdir(abs_path)
match = path_info.__eq__ if strict else path_info.isin_or_eq
def func(out):
if out.scheme == "local" and match(out.path_info):
return True
if is_dir and recursive and out.path_info.isin(path_info):
return True
return False
matched = list(filter(func, outs))
if not matched:
raise OutputNotFoundError(path, self)
return matched
def find_out_by_relpath(self, relpath):
path = os.path.join(self.root_dir, relpath)
out, = self.find_outs_by_path(path)
return out
def is_dvc_internal(self, path):
path_parts = os.path.normpath(path).split(os.path.sep)
return self.DVC_DIR in path_parts
@contextmanager
def open(self, path, remote=None, mode="r", encoding=None):
"""Opens a specified resource as a file descriptor"""
cause = None
try:
out, = self.find_outs_by_path(path)
except OutputNotFoundError as e:
out = None
cause = e
if out and out.use_cache:
try:
with self._open_cached(out, remote, mode, encoding) as fd:
yield fd
return
except FileNotFoundError as e:
raise FileMissingError(relpath(path, self.root_dir), cause=e)
if self.tree.exists(path):
with self.tree.open(path, mode, encoding) as fd:
yield fd
return
raise FileMissingError(relpath(path, self.root_dir), cause=cause)
def _open_cached(self, out, remote=None, mode="r", encoding=None):
if out.isdir():
raise ValueError("Can't open a dir")
cache_file = self.cache.local.checksum_to_path_info(out.checksum)
cache_file = fspath_py35(cache_file)
if os.path.exists(cache_file):
return open(cache_file, mode=mode, encoding=encoding)
try:
remote_obj = self.cloud.get_remote(remote)
remote_info = remote_obj.checksum_to_path_info(out.checksum)
return remote_obj.open(remote_info, mode=mode, encoding=encoding)
except RemoteActionNotImplemented:
with self.state:
cache_info = out.get_used_cache(remote=remote)
self.cloud.pull(cache_info, remote=remote)
return open(cache_file, mode=mode, encoding=encoding)
def close(self):
self.scm.close()
@locked
def checkout(self, *args, **kwargs):
return self._checkout(*args, **kwargs)
@locked
def fetch(self, *args, **kwargs):
return self._fetch(*args, **kwargs)
def _reset(self):
self.__dict__.pop("graph", None)
self.__dict__.pop("stages", None)
self.__dict__.pop("pipelines", None)
self.__dict__.pop("dvcignore", None)