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__authors__ = ["Tobias Marschall", "Marcel Martin", "Johannes Köster"]
__copyright__ = "Copyright 2022, Johannes Köster"
__email__ = "johannes.koester@uni-due.de"
__license__ = "MIT"
import os
import signal
import sys
import shlex
import shutil
import time
from os.path import join
import tempfile
import hashlib
import urllib
import pytest
import glob
import subprocess
import tarfile
from snakemake import snakemake
from snakemake.shell import shell
from snakemake.common import ON_WINDOWS
from snakemake.resources import DefaultResources, GroupResources, ResourceScopes
def dpath(path):
"""get the path to a data file (relative to the directory this
test lives in)"""
return os.path.realpath(join(os.path.dirname(__file__), path))
def md5sum(filename, ignore_newlines=False):
if ignore_newlines:
with open(filename, "r", encoding="utf-8", errors="surrogateescape") as f:
data = f.read().strip().encode("utf8", errors="surrogateescape")
else:
data = open(filename, "rb").read().strip()
return hashlib.md5(data).hexdigest()
# test skipping
def is_connected():
try:
urllib.request.urlopen("http://www.google.com", timeout=1)
return True
except (urllib.request.URLError, TimeoutError):
return False
def is_ci():
return "CI" in os.environ
def has_gcloud_service_key():
return "GCP_AVAILABLE" in os.environ
def has_azbatch_account_url():
return os.environ.get("AZ_BATCH_ACCOUNT_URL")
def has_zenodo_token():
return os.environ.get("ZENODO_SANDBOX_PAT")
gcloud = pytest.mark.skipif(
not is_connected() or not has_gcloud_service_key(),
reason="Skipping GCLOUD tests because not on "
"CI, no inet connection or not logged "
"in to gcloud.",
)
azbatch = pytest.mark.skipif(
not is_connected() or not has_azbatch_account_url(),
reason="Skipping AZBATCH tests because "
"no inet connection or no AZ_BATCH_ACCOUNT_URL.",
)
connected = pytest.mark.skipif(not is_connected(), reason="no internet connection")
ci = pytest.mark.skipif(not is_ci(), reason="not in CI")
not_ci = pytest.mark.skipif(is_ci(), reason="skipped in CI")
zenodo = pytest.mark.skipif(
not has_zenodo_token(), reason="no ZENODO_SANDBOX_PAT provided"
)
def copy(src, dst):
if os.path.isdir(src):
shutil.copytree(src, os.path.join(dst, os.path.basename(src)))
else:
shutil.copy(src, dst)
def get_expected_files(results_dir):
"""Recursively walk through the expected-results directory to enumerate
all expected files."""
return [
os.path.relpath(f, results_dir)
for f in glob.iglob(os.path.join(results_dir, "**/**"), recursive=True)
if not os.path.isdir(f)
]
def untar_folder(tar_file, output_path):
if not os.path.isdir(output_path):
with tarfile.open(tar_file) as tar:
tar.extractall(path=output_path)
def print_tree(path, exclude=None):
for root, _dirs, files in os.walk(path):
if exclude and root.startswith(os.path.join(path, exclude)):
continue
level = root.replace(path, "").count(os.sep)
indent = " " * 4 * level
print(f"{indent}{os.path.basename(root)}/")
subindent = " " * 4 * (level + 1)
for f in files:
print(f"{subindent}{f}")
def run(
path,
shouldfail=False,
snakefile="Snakefile",
subpath=None,
no_tmpdir=False,
check_md5=True,
check_results=None,
cores=3,
nodes=None,
set_pythonpath=True,
cleanup=True,
conda_frontend="mamba",
config=dict(),
targets=None,
container_image=os.environ.get("CONTAINER_IMAGE", "snakemake/snakemake:latest"),
shellcmd=None,
sigint_after=None,
overwrite_resource_scopes=None,
**params,
):
"""
Test the Snakefile in the path.
There must be a Snakefile in the path and a subdirectory named
expected-results. If cleanup is False, we return the temporary
directory to the calling test for inspection, and the test should
clean it up.
"""
if check_results is None:
if not shouldfail:
check_results = True
else:
check_results = False
if set_pythonpath:
# Enforce current workdir (the snakemake source dir) to also be in PYTHONPATH
# when subprocesses are invoked in the tempdir defined below.
os.environ["PYTHONPATH"] = os.getcwd()
elif "PYTHONPATH" in os.environ:
del os.environ["PYTHONPATH"]
results_dir = join(path, "expected-results")
original_snakefile = join(path, snakefile)
assert os.path.exists(original_snakefile)
assert os.path.exists(results_dir) and os.path.isdir(
results_dir
), "{} does not exist".format(results_dir)
# If we need to further check results, we won't cleanup tmpdir
tmpdir = next(tempfile._get_candidate_names())
tmpdir = os.path.join(tempfile.gettempdir(), "snakemake-%s" % tmpdir)
os.mkdir(tmpdir)
config = dict(config)
# handle subworkflow
if subpath is not None:
# set up a working directory for the subworkflow and pass it in `config`
# for now, only one subworkflow is supported
assert os.path.exists(subpath) and os.path.isdir(
subpath
), "{} does not exist".format(subpath)
subworkdir = os.path.join(tmpdir, "subworkdir")
os.mkdir(subworkdir)
# copy files
for f in os.listdir(subpath):
copy(os.path.join(subpath, f), subworkdir)
config["subworkdir"] = subworkdir
# copy files
for f in os.listdir(path):
copy(os.path.join(path, f), tmpdir)
# Snakefile is now in temporary directory
snakefile = join(tmpdir, snakefile)
# run snakemake
if shellcmd:
if not shellcmd.startswith("snakemake"):
raise ValueError("shellcmd does not start with snakemake")
shellcmd = "{} -m {}".format(sys.executable, shellcmd)
try:
if sigint_after is None:
subprocess.run(
shellcmd,
cwd=path if no_tmpdir else tmpdir,
check=True,
shell=True,
stderr=subprocess.STDOUT,
stdout=subprocess.PIPE,
)
success = True
else:
with subprocess.Popen(
shlex.split(shellcmd),
cwd=path if no_tmpdir else tmpdir,
stderr=subprocess.STDOUT,
stdout=subprocess.PIPE,
) as process:
time.sleep(sigint_after)
process.send_signal(signal.SIGINT)
time.sleep(2)
success = process.returncode == 0
except subprocess.CalledProcessError as e:
success = False
print(e.stdout.decode(), file=sys.stderr)
else:
assert sigint_after is None, "Cannot sent SIGINT when calling directly"
success = snakemake(
snakefile=original_snakefile if no_tmpdir else snakefile,
cores=cores,
nodes=nodes,
workdir=path if no_tmpdir else tmpdir,
stats="stats.txt",
config=config,
verbose=True,
targets=targets,
conda_frontend=conda_frontend,
container_image=container_image,
overwrite_resource_scopes=(
ResourceScopes(overwrite_resource_scopes)
if overwrite_resource_scopes is not None
else overwrite_resource_scopes
),
**params,
)
if shouldfail:
assert not success, "expected error on execution"
else:
if not success:
print("Workdir:")
print_tree(tmpdir, exclude=".snakemake/conda")
assert success, "expected successful execution"
if check_results:
for resultfile in get_expected_files(results_dir):
if resultfile in [".gitignore", ".gitkeep"] or not os.path.isfile(
os.path.join(results_dir, resultfile)
):
# this means tests cannot use directories as output files
continue
targetfile = join(tmpdir, resultfile)
expectedfile = join(results_dir, resultfile)
if ON_WINDOWS:
if os.path.exists(join(results_dir, resultfile + "_WIN")):
continue # Skip test if a Windows specific file exists
if resultfile.endswith("_WIN"):
targetfile = join(tmpdir, resultfile[:-4])
elif resultfile.endswith("_WIN"):
# Skip win specific result files on Posix platforms
continue
assert os.path.exists(targetfile), 'expected file "{}" not produced'.format(
resultfile
)
if check_md5:
md5expected = md5sum(expectedfile, ignore_newlines=ON_WINDOWS)
md5target = md5sum(targetfile, ignore_newlines=ON_WINDOWS)
if md5target != md5expected:
with open(expectedfile) as expected:
expected_content = expected.read().strip()
with open(targetfile) as target:
content = target.read().strip()
assert (
False
), "wrong result produced for file '{resultfile}':\n------found------\n{content}\n-----expected-----\n{expected_content}\n-----------------".format(
resultfile=resultfile,
content=content,
expected_content=expected_content,
)
if not cleanup:
return tmpdir
shutil.rmtree(tmpdir, ignore_errors=ON_WINDOWS)
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