def _git_checkout(repo_path, rev):
logger.debug("erepo: git checkout %s@%s", repo_path, rev)
git = Git(repo_path)
try:
git.checkout(rev)
finally:
git.close()
def git(tmp_dir, scm, request):
from dvc.scm.git import Git
git_ = Git(os.fspath(tmp_dir), backends=[request.param])
git_.test_backend = request.param
yield git_
git_.close()
def _clone_default_branch(url, rev):
"""Get or create a clean clone of the url.
The cloned is reactualized with git pull unless rev is a known sha.
"""
clone_path = CLONES.get(url)
git = None
try:
if clone_path:
git = Git(clone_path)
# Do not pull for known shas, branches and tags might move
if not Git.is_sha(rev) or not git.has_rev(rev):
logger.debug("erepo: git pull %s", url)
git.pull()
else:
logger.debug("erepo: git clone %s to a temporary dir", url)
clone_path = tempfile.mkdtemp("dvc-clone")
git = Git.clone(url, clone_path)
CLONES[url] = clone_path
finally:
if git:
git.close()
return clone_path
def _git_checkout(repo_path, rev):
from dvc.scm import Git
git = Git(repo_path)
try:
git.checkout(rev)
finally:
git.close()
def _git_checkout(repo_path, rev):
from dvc.scm.git import Git
logger.debug("erepo: git checkout %s@%s", repo_path, rev)
git = Git(repo_path)
try:
git.checkout(rev)
finally:
git.close()
def _clone_default_branch(url, rev, for_write=False):
"""Get or create a clean clone of the url.
The cloned is reactualized with git pull unless rev is a known sha.
"""
from dvc.scm.git import Git
clone_path, shallow = CLONES.get(url, (None, False))
git = None
try:
if clone_path:
git = Git(clone_path)
# Do not pull for known shas, branches and tags might move
if not Git.is_sha(rev) or not git.has_rev(rev):
if shallow:
# If we are missing a rev in a shallow clone, fallback to
# a full (unshallowed) clone. Since fetching specific rev
# SHAs is only available in certain git versions, if we
# have need to reference multiple specific revs for a
# given repo URL it is easier/safer for us to work with
# full clones in this case.
logger.debug("erepo: unshallowing clone for '%s'", url)
_unshallow(git)
shallow = False
CLONES[url] = (clone_path, shallow)
else:
logger.debug("erepo: git pull '%s'", url)
git.pull()
else:
logger.debug("erepo: git clone '%s' to a temporary dir", url)
clone_path = tempfile.mkdtemp("dvc-clone")
if not for_write and rev and not Git.is_sha(rev):
# If rev is a tag or branch name try shallow clone first
from dvc.scm.base import CloneError
try:
git = Git.clone(url, clone_path, shallow_branch=rev)
shallow = True
logger.debug(
"erepo: using shallow clone for branch '%s'", rev
)
except CloneError:
pass
if not git:
git = Git.clone(url, clone_path)
shallow = False
CLONES[url] = (clone_path, shallow)
finally:
if git:
git.close()
return clone_path, shallow
def reproduce(
cls,
dvc_dir: str,
queue: "Queue",
rev: str,
cwd: Optional[str] = None,
name: Optional[str] = None,
) -> Tuple[bool, Optional[str]]:
"""Run dvc repro and return the result.
Returns tuple of (exp_hash, force) where exp_hash is the experiment
hash (or None on error) and force is a bool specifying whether or
not this experiment should force overwrite any existing duplicates.
"""
unchanged = []
queue.put((rev, os.getpid()))
def filter_pipeline(stages):
unchanged.extend([
stage for stage in stages if isinstance(stage, PipelineStage)
])
result = None
force = False
try:
dvc = Repo(dvc_dir)
old_cwd = os.getcwd()
new_cwd = cwd if cwd else dvc.root_dir
os.chdir(new_cwd)
logger.debug("Running repro in '%s'", cwd)
args_path = os.path.join(dvc.tmp_dir,
BaseExecutor.PACKED_ARGS_FILE)
if os.path.exists(args_path):
args, kwargs = BaseExecutor.unpack_repro_args(args_path)
remove(args_path)
else:
args = []
kwargs = {}
force = kwargs.get("force", False)
# NOTE: for checkpoint experiments we handle persist outs slightly
# differently than normal:
#
# - checkpoint out may not yet exist if this is the first time this
# experiment has been run, this is not an error condition for
# experiments
# - at the start of a repro run, we need to remove the persist out
# and restore it to its last known (committed) state (which may
# be removed/does not yet exist) so that our executor workspace
# is not polluted with the (persistent) out from an unrelated
# experiment run
dvc.checkout(force=True, quiet=True)
# We cannot use dvc.scm to make commits inside the executor since
# cached props are not picklable.
scm = Git()
checkpoint_func = partial(cls.checkpoint_callback, scm, name)
stages = dvc.reproduce(
*args,
on_unchanged=filter_pipeline,
checkpoint_func=checkpoint_func,
**kwargs,
)
exp_hash = cls.hash_exp(stages)
exp_rev = cls.commit(scm, exp_hash, exp_name=name)
if scm.get_ref(EXEC_CHECKPOINT):
scm.set_ref(EXEC_CHECKPOINT, exp_rev)
except UnchangedExperimentError:
pass
finally:
if scm:
scm.close()
del scm
if old_cwd:
os.chdir(old_cwd)
# ideally we would return stages here like a normal repro() call, but
# stages is not currently picklable and cannot be returned across
# multiprocessing calls
return result, force
def _git_checkout(repo_path, rev):
git = Git(repo_path)
try:
git.checkout(rev)
finally:
git.close()