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noxfile.py
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noxfile.py
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import os.path
import nox
from nox.sessions import Session
_pkg_root = os.path.dirname(os.path.abspath(__file__))
TEST_REQUIREMENTS = os.path.join(
_pkg_root,
"requirements/test-requirements.txt",
)
LINT_REQUIREMENTS = os.path.join(
_pkg_root,
"requirements/lint-requirements.txt",
)
DOC_REQUIREMENTS = os.path.join(
_pkg_root,
"requirements/doc-requirements.txt",
)
PASSING_ENVIRONMENTS = {
"PAI_TEST_CONFIG": "test.ini",
"PYTHONWARNINGS": "ignore",
}
UNIT_TEST_PYTHON_VERSIONS = ["3.8", "3.9", "3.10"]
INTEGRATION_TEST_PYTHON_VERSIONS = ["3.8"]
TEST_VENV_BACKEND = os.environ.get("PAI_TEST_VENV_BACKEND", "conda")
def install_test_dependencies(session: Session):
# install package
session.install("-e", ".")
# install test requirements
session.install("-r", TEST_REQUIREMENTS)
@nox.session(venv_backend=TEST_VENV_BACKEND)
def integration(session: Session):
"""Run integration test."""
install_test_dependencies(session=session)
env = {
key: os.environ.get(key, value)
for key, value in PASSING_ENVIRONMENTS.items()
if os.environ.get(key, value) is not None
}
# set worker to 2 * cpu_count (physical cores) if not specified
if "-n" not in session.posargs and "--numprocesses" not in session.posargs:
pos_args = session.posargs + ["-n", str(os.cpu_count() * 2)]
else:
pos_args = session.posargs
session.run(
"pytest",
"-vv",
"--cov-config=.coveragerc",
"--cov-append",
"--cov-report=html",
"--cov=pai",
os.path.join("tests", "integration"),
*pos_args,
env=env,
)
session.run(
"coverage",
"report",
"-i",
"--rcfile=.coveragerc",
)
@nox.session(venv_backend=TEST_VENV_BACKEND, python=UNIT_TEST_PYTHON_VERSIONS)
def unit(session: Session):
"""Run unit test."""
install_test_dependencies(session=session)
# run test cases
session.run(
"pytest",
"-vv",
"--cov-config=.coveragerc",
"--cov-append",
"--cov-report=html",
"--cov=pai",
os.path.join("tests", "unit"),
*session.posargs,
)
session.run(
"coverage",
"report",
"-i",
"--rcfile=.coveragerc",
)
@nox.session
def lint(session: Session):
"""Enforce code style with flake8."""
session.install("-r", LINT_REQUIREMENTS)
session.run("flake8", "--config", ".flake8")
session.run("black", "--check", ".")
session.run("typos", "--config", "typos.toml", "-w")
@nox.session(reuse_venv=True)
def black(session: Session):
"""Format code with black."""
session.install("-r", LINT_REQUIREMENTS)
session.run("black", ".")
@nox.session(reuse_venv=True)
def doc(session: Session):
"""Build the documents with Sphinx."""
session.install("-e", ".")
session.install("-r", DOC_REQUIREMENTS)
with session.chdir("./docs"):
session.run(
"sphinx-build",
"-T",
"-b",
"html",
"source",
"build",
)
@nox.session(reuse_venv=True)
def coverage(session: Session):
"""Coverage report"""
install_test_dependencies(session)
session.run("coverage", "report", "--show-missing")
session.run("coverage", "erase")
@nox.session(reuse_venv=True)
def notebook(session: Session):
"""Run jupyter notebook test with nbmake.
How to use nbmake:
https://semaphoreci.com/blog/test-jupyter-notebooks-with-pytest-and-nbmake
"""
install_test_dependencies(session)
session.install("-r", DOC_REQUIREMENTS)
if session.posargs:
posargs = session.posargs
else:
posargs = [
"docs/source/tutorial/",
"--ignore",
# skip huggingface bert test for now, see:
# https://aliyuque.antfin.com/pai/nf5dqg/wggskltqa5bn02w1
"docs/source/tutorial/huggingface_bert/",
]
session.run(
"pytest",
"-vv",
"--timeout",
"3000",
"--nbmake",
"-n=auto",
*posargs,
)