Files
dvc/dvc/api/__init__.py
T
Paweł RedzyńskiandRuslan Kuprieiev 862ab8de62 live logs initial (#4902)
* plots: allow dir plots

* first scenario

* separate dvclive tests

* rename index to step

* another test

* refactor

* its ok to have step in data

* sort plots

* introduce --logs

* add logs to run commands

* variable name refactoring

* fix logs option

* fixup

* cmd: run: fix unit tests

* plots: modify: fix tests

* improve dir handling

* fixup

* dvclive: logs summary

* api: introduce logs summarization method

* handle no repo case

* fix granular dir plots

* api: dvclive: simplify

* dvclive: roll back logs flag

* cmd: introduce logs

* api: adjust to logs

* test: dvclive fix

* rename logs to dvclive

* live: command: add uninitialized

* outs: dvclive type

* dvclive: support providing config via evn variables

* dvclive: treat as metrics

* dvclive integration: add support for summary on/off

* dvc integration: add temporary test for configuration export

* remove requirements

* cmd: introduce logs

* rename logs to dvclive

* cmd: introduce logs

* remove logs leftowvers

* dvclive: env: adjust to chekpoints env variables

* command: live: remove unnecessary help

* fix linter suggestions

* type hinting

* review refactor

* replace dvclive with live

* stage: loading: move live loading to separate method

* stage: serialize: allow only single live output

* live: add show/diff

* stage: serialize: roll back single live enforcing

* fixup

* rebase fixups

* output: live: force single instance

* live: command: add unit tests

* Update dvc/output/base.py

Co-authored-by: Ruslan Kuprieiev <[email protected]>

* Update dvc/stage/__init__.py

Co-authored-by: Ruslan Kuprieiev <[email protected]>

* Update dvc/stage/serialize.py

Co-authored-by: Ruslan Kuprieiev <[email protected]>

* review v2

* live: fix summary tracking by experiments

* naming fixups

* api: live: add tests

* tests: api: separate live tests

Co-authored-by: Ruslan Kuprieiev <[email protected]>
2021-01-04 11:29:41 +02:00

143 lines
4.4 KiB
Python

import os
from contextlib import _GeneratorContextManager as GCM
from contextlib import contextmanager
from funcy import reraise
from dvc.exceptions import (
NotDvcRepoError,
OutputNotFoundError,
PathMissingError,
)
from dvc.external_repo import external_repo
from dvc.path_info import PathInfo
from dvc.repo import Repo
def get_url(path, repo=None, rev=None, remote=None):
"""
Returns the URL to the storage location of a data file or directory tracked
in a DVC repo. For Git repos, HEAD is used unless a rev argument is
supplied. The default remote is tried unless a remote argument is supplied.
Raises OutputNotFoundError if the file is not tracked by DVC.
NOTE: This function does not check for the actual existence of the file or
directory in the remote storage.
"""
with _make_repo(repo, rev=rev) as _repo:
path_info = PathInfo(_repo.root_dir) / path
with reraise(FileNotFoundError, PathMissingError(path, repo)):
metadata = _repo.repo_tree.metadata(path_info)
if not metadata.is_dvc:
raise OutputNotFoundError(path, repo)
cloud = metadata.repo.cloud
hash_info = _repo.repo_tree.get_hash(path_info)
return cloud.get_url_for(remote, checksum=hash_info.value)
def open( # noqa, pylint: disable=redefined-builtin
path, repo=None, rev=None, remote=None, mode="r", encoding=None
):
"""
Open file in the supplied path tracked in a repo (both DVC projects and
plain Git repos are supported). For Git repos, HEAD is used unless a rev
argument is supplied. The default remote is tried unless a remote argument
is supplied. It may only be used as a context manager:
with dvc.api.open(
'path/to/file',
repo='https://example.com/url/to/repo'
) as fd:
# ... Handle file object fd
"""
args = (path,)
kwargs = {
"repo": repo,
"remote": remote,
"rev": rev,
"mode": mode,
"encoding": encoding,
}
return _OpenContextManager(_open, args, kwargs)
class _OpenContextManager(GCM):
def __init__(
self, func, args, kwds
): # pylint: disable=super-init-not-called
self.gen = func(*args, **kwds)
self.func, self.args, self.kwds = func, args, kwds
def __getattr__(self, name):
raise AttributeError(
"dvc.api.open() should be used in a with statement."
)
def _open(path, repo=None, rev=None, remote=None, mode="r", encoding=None):
with _make_repo(repo, rev=rev) as _repo:
with _repo.open_by_relpath(
path, remote=remote, mode=mode, encoding=encoding
) as fd:
yield fd
def read(path, repo=None, rev=None, remote=None, mode="r", encoding=None):
"""
Returns the contents of a tracked file (by DVC or Git). For Git repos, HEAD
is used unless a rev argument is supplied. The default remote is tried
unless a remote argument is supplied.
"""
with open(
path, repo=repo, rev=rev, remote=remote, mode=mode, encoding=encoding
) as fd:
return fd.read()
@contextmanager
def _make_repo(repo_url=None, rev=None):
repo_url = repo_url or os.getcwd()
if rev is None and os.path.exists(repo_url):
try:
yield Repo(repo_url, subrepos=True)
return
except NotDvcRepoError:
pass # fallthrough to external_repo
with external_repo(url=repo_url, rev=rev) as repo:
yield repo
def make_checkpoint():
"""
Signal DVC to create a checkpoint experiment.
If the current process is being run from DVC, this function will block
until DVC has finished creating the checkpoint. Otherwise, this function
will return immediately.
"""
import builtins
from time import sleep
from dvc.env import DVC_CHECKPOINT, DVC_ROOT
from dvc.stage.run import CHECKPOINT_SIGNAL_FILE
if os.getenv(DVC_CHECKPOINT) is None:
return
root_dir = os.getenv(DVC_ROOT, Repo.find_root())
signal_file = os.path.join(
root_dir, Repo.DVC_DIR, "tmp", CHECKPOINT_SIGNAL_FILE
)
with builtins.open(signal_file, "w") as fobj:
# NOTE: force flushing/writing empty file to disk, otherwise when
# run in certain contexts (pytest) file may not actually be written
fobj.write("")
fobj.flush()
os.fsync(fobj.fileno())
while os.path.exists(signal_file):
sleep(1)