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dir_helpers.py
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dir_helpers.py
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"""
The goal of this module is making dvc functional tests setup a breeze. This
includes a temporary dir, initializing git and DVC repos and bootstrapping some
file structure.
The cornerstone of these fixtures is `tmp_dir`, which creates a temporary dir
and changes path to it, it might be combined with `scm` and `dvc` to initialize
empty git and DVC repos. `tmp_dir` returns a Path instance, which should save
you from using `open()`, `os` and `os.path` utils many times:
(tmp_dir / "some_file").write_text("some text")
# ...
assert "some text" == (tmp_dir / "some_file").read_text()
assert (tmp_dir / "some_file").exists()
Additionally it provides `.gen()`, `.scm_gen()` and `.dvc_gen()` methods to
bootstrap a required file structure in a single call:
# Generate a dir with files
tmp_dir.gen({"dir": {"file": "file text", "second_file": "..."}})
# Generate a single file, dirs will be created along the way
tmp_dir.gen("dir/file", "file text")
# Generate + git add
tmp_dir.scm_gen({"file1": "...", ...})
# Generate + git add + git commit
tmp_dir.scm_gen({"file1": "...", ...}, commit="add files")
# Generate + dvc add
tmp_dir.dvc_gen({"file1": "...", ...})
# Generate + dvc add + git commit -am "..."
# This commits stages to git not the generated files.
tmp_dir.dvc_gen({"file1": "...", ...}, commit="add files")
Making it easier to bootstrap things has a supergoal of incentivizing a move
from global repo template to creating everything inplace, which:
- makes all path references local to test, enhancing readability
- allows using telling filenames, e.g. "git_tracked_file" instead of "foo"
- does not create unnecessary files
"""
# pylint: disable=redefined-outer-name, attribute-defined-outside-init
import os
import pathlib
import sys
from contextlib import contextmanager
from textwrap import dedent
import pytest
from funcy import lmap, retry
from dvc.logger import disable_other_loggers
from dvc.utils.fs import makedirs
__all__ = [
"make_tmp_dir",
"tmp_dir",
"scm",
"dvc",
"run_copy",
"run_head",
"erepo_dir",
"git_dir",
"git_init",
"git_upstream",
"git_downstream",
]
# see https://github.com/iterative/dvc/issues/3167
disable_other_loggers()
class TmpDir(pathlib.Path):
scheme = "local"
def __new__(cls, *args, **kwargs):
if cls is TmpDir:
cls = ( # pylint: disable=self-cls-assignment
WindowsTmpDir if os.name == "nt" else PosixTmpDir
)
# init parameter and `_init` method has been removed in Python 3.10.
kw = {"init": False} if sys.version_info < (3, 10) else {}
self = cls._from_parts( # pylint: disable=unexpected-keyword-arg
args, **kw
)
if not self._flavour.is_supported:
raise NotImplementedError(
f"cannot instantiate {cls.__name__!r} on your system"
)
if sys.version_info < (3, 10):
self._init() # pylint: disable=no-member
return self
def init(self, *, scm=False, dvc=False, subdir=False):
from dvc.repo import Repo
from dvc.scm.git import Git
assert not scm or not hasattr(self, "scm")
assert not dvc or not hasattr(self, "dvc")
str_path = os.fspath(self)
if scm:
git_init(str_path)
if dvc:
self.dvc = Repo.init(
str_path,
no_scm=not scm and not hasattr(self, "scm"),
subdir=subdir,
)
if scm:
self.scm = self.dvc.scm if hasattr(self, "dvc") else Git(str_path)
if dvc and hasattr(self, "scm"):
self.scm.commit("init dvc")
def close(self):
if hasattr(self, "scm"):
self.scm.close()
if hasattr(self, "dvc"):
self.dvc.close()
def _require(self, name):
if not hasattr(self, name):
raise TypeError(
"Can't use {name} for this temporary dir. "
'Did you forget to use "{name}" fixture?'.format(name=name)
)
# Bootstrapping methods
def gen(self, struct, text=""):
if isinstance(struct, (str, bytes, pathlib.PurePath)):
struct = {struct: text}
return self._gen(struct)
def _gen(self, struct, prefix=None):
paths = []
for name, contents in struct.items():
path = (prefix or self) / name
if isinstance(contents, dict):
if not contents:
makedirs(path, exist_ok=True)
else:
self._gen(contents, prefix=path)
else:
makedirs(path.parent, exist_ok=True)
if isinstance(contents, bytes):
path.write_bytes(contents)
else:
path.write_text(contents, encoding="utf-8")
paths.append(path)
return paths
def dvc_gen(self, struct, text="", commit=None):
paths = self.gen(struct, text)
return self.dvc_add(paths, commit=commit)
def scm_gen(self, struct, text="", commit=None):
paths = self.gen(struct, text)
return self.scm_add(paths, commit=commit)
def commit(self, output_paths, msg):
def to_gitignore(stage_path):
from dvc.scm import Git
return os.path.join(os.path.dirname(stage_path), Git.GITIGNORE)
gitignores = [
to_gitignore(s)
for s in output_paths
if os.path.exists(to_gitignore(s))
]
return self.scm_add(output_paths + gitignores, commit=msg)
def dvc_add(self, filenames, commit=None):
self._require("dvc")
filenames = _coerce_filenames(filenames)
stages = self.dvc.add(filenames)
if commit:
self.commit([s.path for s in stages], msg=commit)
return stages
def scm_add(self, filenames, commit=None):
self._require("scm")
filenames = _coerce_filenames(filenames)
self.scm.add(filenames)
if commit:
self.scm.commit(commit)
def add_remote(
self, *, url=None, config=None, name="upstream", default=True
):
self._require("dvc")
assert bool(url) ^ bool(config)
if url:
config = {"url": url}
with self.dvc.config.edit() as conf:
conf["remote"][name] = config
if default:
conf["core"]["remote"] = name
if hasattr(self, "scm"):
self.scm.add(self.dvc.config.files["repo"])
self.scm.commit(f"add '{name}' remote")
return url or config["url"]
# contexts
@contextmanager
def chdir(self):
old = os.getcwd()
try:
os.chdir(self)
yield
finally:
os.chdir(old)
@contextmanager
def branch(self, name, new=False):
self._require("scm")
old = self.scm.active_branch()
try:
self.scm.checkout(name, create_new=new)
yield
finally:
self.scm.checkout(old)
def read_text(self, *args, **kwargs): # pylint: disable=signature-differs
# NOTE: on windows we'll get PermissionError instead of
# IsADirectoryError when we try to `open` a directory, so we can't
# rely on exception flow control
if self.is_dir():
return {
path.name: path.read_text(*args, **kwargs)
for path in self.iterdir()
}
return super().read_text(*args, **kwargs)
def hash_to_path_info(self, hash_):
return self / hash_[0:2] / hash_[2:]
def _coerce_filenames(filenames):
if isinstance(filenames, (str, bytes, pathlib.PurePath)):
filenames = [filenames]
return lmap(os.fspath, filenames)
class WindowsTmpDir(TmpDir, pathlib.PureWindowsPath):
pass
class PosixTmpDir(TmpDir, pathlib.PurePosixPath):
pass
CACHE = {}
@pytest.fixture(scope="session")
def make_tmp_dir(tmp_path_factory, request, worker_id):
def make(name, *, scm=False, dvc=False, subdir=False):
from shutil import ignore_patterns
from dvc.repo import Repo
from dvc.scm.git import Git
from dvc.utils.fs import fs_copy
cache = CACHE.get((scm, dvc, subdir))
if not cache:
cache = tmp_path_factory.mktemp("dvc-test-cache" + worker_id)
TmpDir(cache).init(scm=scm, dvc=dvc, subdir=subdir)
CACHE[(scm, dvc, subdir)] = os.fspath(cache)
path = tmp_path_factory.mktemp(name) if isinstance(name, str) else name
# ignore sqlite files from .dvc/tmp. We might not be closing the cache
# connection resulting in PermissionErrors in Windows.
ignore = ignore_patterns("cache.db*")
for entry in os.listdir(cache):
# shutil.copytree's dirs_exist_ok is only available in >=3.8
fs_copy(
os.path.join(cache, entry),
os.path.join(path, entry),
ignore=ignore,
)
new_dir = TmpDir(path)
str_path = os.fspath(new_dir)
if dvc:
new_dir.dvc = Repo(str_path)
if scm:
new_dir.scm = (
new_dir.dvc.scm if hasattr(new_dir, "dvc") else Git(str_path)
)
request.addfinalizer(new_dir.close)
return new_dir
return make
@pytest.fixture
def tmp_dir(tmp_path, make_tmp_dir, request, monkeypatch):
monkeypatch.chdir(tmp_path)
fixtures = request.fixturenames
return make_tmp_dir(tmp_path, scm="scm" in fixtures, dvc="dvc" in fixtures)
@pytest.fixture
def scm(tmp_dir):
return tmp_dir.scm
@pytest.fixture
def dvc(tmp_dir):
with tmp_dir.dvc as _dvc:
yield _dvc
def git_init(path):
from git import Repo
from git.exc import GitCommandNotFound
# NOTE: handles EAGAIN error on BSD systems (osx in our case).
# Otherwise when running tests you might get this exception:
#
# GitCommandNotFound: Cmd('git') not found due to:
# OSError('[Errno 35] Resource temporarily unavailable')
git = retry(5, GitCommandNotFound)(Repo.init)(path)
git.close()
@pytest.fixture
def run_copy(tmp_dir, dvc):
tmp_dir.gen(
"copy.py",
(
"import sys, shutil, os\n"
"shutil.copyfile(sys.argv[1], sys.argv[2]) "
"if os.path.isfile(sys.argv[1]) "
"else shutil.copytree(sys.argv[1], sys.argv[2])"
),
)
def run_copy(src, dst, **run_kwargs):
wdir = pathlib.Path(run_kwargs.get("wdir", "."))
wdir = pathlib.Path("../" * len(wdir.parts))
script_path = wdir / "copy.py"
return dvc.run(
cmd=f"python {script_path} {src} {dst}",
outs=[dst],
deps=[src, f"{script_path}"],
**run_kwargs,
)
return run_copy
@pytest.fixture
def run_head(tmp_dir, dvc):
"""Output first line of each file to different file with '-1' appended.
Useful for tracking multiple outputs/dependencies which are not a copy
of each others.
"""
tmp_dir.gen(
{
"head.py": dedent(
"""
import sys
for file in sys.argv[1:]:
with open(file) as f, open(file +"-1","w+") as w:
w.write(f.readline())
"""
)
}
)
script = os.path.abspath(tmp_dir / "head.py")
def run(*args, **run_kwargs):
return dvc.run(
**{
"cmd": "python {} {}".format(script, " ".join(args)),
"outs": [dep + "-1" for dep in args],
"deps": list(args),
**run_kwargs,
}
)
return run
@pytest.fixture
def erepo_dir(make_tmp_dir):
return make_tmp_dir("erepo", scm=True, dvc=True)
@pytest.fixture
def git_dir(make_tmp_dir):
path = make_tmp_dir("git-erepo", scm=True)
path.scm.commit("init repo")
return path
@pytest.fixture
def git_upstream(tmp_dir, erepo_dir, git_dir, request):
remote = erepo_dir if "dvc" in request.fixturenames else git_dir
url = "file://{}".format(remote.resolve().as_posix())
tmp_dir.scm.gitpython.repo.create_remote("upstream", url)
remote.remote = "upstream"
remote.url = url
return remote
@pytest.fixture
def git_downstream(tmp_dir, erepo_dir, git_dir, request):
remote = erepo_dir if "dvc" in request.fixturenames else git_dir
url = "file://{}".format(tmp_dir.resolve().as_posix())
remote.scm.gitpython.repo.create_remote("upstream", url)
remote.remote = "upstream"
remote.url = url
return remote