Vehicle-Anti-Theft-Face-Rec.../venv/Lib/site-packages/tornado/testing.py

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2020-11-12 16:05:57 +00:00
"""Support classes for automated testing.
* `AsyncTestCase` and `AsyncHTTPTestCase`: Subclasses of unittest.TestCase
with additional support for testing asynchronous (`.IOLoop`-based) code.
* `ExpectLog`: Make test logs less spammy.
* `main()`: A simple test runner (wrapper around unittest.main()) with support
for the tornado.autoreload module to rerun the tests when code changes.
"""
import asyncio
from collections.abc import Generator
import functools
import inspect
import logging
import os
import re
import signal
import socket
import sys
import unittest
from tornado import gen
from tornado.httpclient import AsyncHTTPClient, HTTPResponse
from tornado.httpserver import HTTPServer
from tornado.ioloop import IOLoop, TimeoutError
from tornado import netutil
from tornado.platform.asyncio import AsyncIOMainLoop
from tornado.process import Subprocess
from tornado.log import app_log
from tornado.util import raise_exc_info, basestring_type
from tornado.web import Application
import typing
from typing import Tuple, Any, Callable, Type, Dict, Union, Optional
from types import TracebackType
if typing.TYPE_CHECKING:
# Coroutine wasn't added to typing until 3.5.3, so only import it
# when mypy is running and use forward references.
from typing import Coroutine # noqa: F401
_ExcInfoTuple = Tuple[
Optional[Type[BaseException]], Optional[BaseException], Optional[TracebackType]
]
_NON_OWNED_IOLOOPS = AsyncIOMainLoop
def bind_unused_port(reuse_port: bool = False) -> Tuple[socket.socket, int]:
"""Binds a server socket to an available port on localhost.
Returns a tuple (socket, port).
.. versionchanged:: 4.4
Always binds to ``127.0.0.1`` without resolving the name
``localhost``.
"""
sock = netutil.bind_sockets(
0, "127.0.0.1", family=socket.AF_INET, reuse_port=reuse_port
)[0]
port = sock.getsockname()[1]
return sock, port
def get_async_test_timeout() -> float:
"""Get the global timeout setting for async tests.
Returns a float, the timeout in seconds.
.. versionadded:: 3.1
"""
env = os.environ.get("ASYNC_TEST_TIMEOUT")
if env is not None:
try:
return float(env)
except ValueError:
pass
return 5
class _TestMethodWrapper(object):
"""Wraps a test method to raise an error if it returns a value.
This is mainly used to detect undecorated generators (if a test
method yields it must use a decorator to consume the generator),
but will also detect other kinds of return values (these are not
necessarily errors, but we alert anyway since there is no good
reason to return a value from a test).
"""
def __init__(self, orig_method: Callable) -> None:
self.orig_method = orig_method
def __call__(self, *args: Any, **kwargs: Any) -> None:
result = self.orig_method(*args, **kwargs)
if isinstance(result, Generator) or inspect.iscoroutine(result):
raise TypeError(
"Generator and coroutine test methods should be"
" decorated with tornado.testing.gen_test"
)
elif result is not None:
raise ValueError("Return value from test method ignored: %r" % result)
def __getattr__(self, name: str) -> Any:
"""Proxy all unknown attributes to the original method.
This is important for some of the decorators in the `unittest`
module, such as `unittest.skipIf`.
"""
return getattr(self.orig_method, name)
class AsyncTestCase(unittest.TestCase):
"""`~unittest.TestCase` subclass for testing `.IOLoop`-based
asynchronous code.
The unittest framework is synchronous, so the test must be
complete by the time the test method returns. This means that
asynchronous code cannot be used in quite the same way as usual
and must be adapted to fit. To write your tests with coroutines,
decorate your test methods with `tornado.testing.gen_test` instead
of `tornado.gen.coroutine`.
This class also provides the (deprecated) `stop()` and `wait()`
methods for a more manual style of testing. The test method itself
must call ``self.wait()``, and asynchronous callbacks should call
``self.stop()`` to signal completion.
By default, a new `.IOLoop` is constructed for each test and is available
as ``self.io_loop``. If the code being tested requires a
global `.IOLoop`, subclasses should override `get_new_ioloop` to return it.
The `.IOLoop`'s ``start`` and ``stop`` methods should not be
called directly. Instead, use `self.stop <stop>` and `self.wait
<wait>`. Arguments passed to ``self.stop`` are returned from
``self.wait``. It is possible to have multiple ``wait``/``stop``
cycles in the same test.
Example::
# This test uses coroutine style.
class MyTestCase(AsyncTestCase):
@tornado.testing.gen_test
def test_http_fetch(self):
client = AsyncHTTPClient()
response = yield client.fetch("http://www.tornadoweb.org")
# Test contents of response
self.assertIn("FriendFeed", response.body)
# This test uses argument passing between self.stop and self.wait.
class MyTestCase2(AsyncTestCase):
def test_http_fetch(self):
client = AsyncHTTPClient()
client.fetch("http://www.tornadoweb.org/", self.stop)
response = self.wait()
# Test contents of response
self.assertIn("FriendFeed", response.body)
"""
def __init__(self, methodName: str = "runTest") -> None:
super().__init__(methodName)
self.__stopped = False
self.__running = False
self.__failure = None # type: Optional[_ExcInfoTuple]
self.__stop_args = None # type: Any
self.__timeout = None # type: Optional[object]
# It's easy to forget the @gen_test decorator, but if you do
# the test will silently be ignored because nothing will consume
# the generator. Replace the test method with a wrapper that will
# make sure it's not an undecorated generator.
setattr(self, methodName, _TestMethodWrapper(getattr(self, methodName)))
# Not used in this class itself, but used by @gen_test
self._test_generator = None # type: Optional[Union[Generator, Coroutine]]
def setUp(self) -> None:
super().setUp()
self.io_loop = self.get_new_ioloop()
self.io_loop.make_current()
def tearDown(self) -> None:
# Native coroutines tend to produce warnings if they're not
# allowed to run to completion. It's difficult to ensure that
# this always happens in tests, so cancel any tasks that are
# still pending by the time we get here.
asyncio_loop = self.io_loop.asyncio_loop # type: ignore
if hasattr(asyncio, "all_tasks"): # py37
tasks = asyncio.all_tasks(asyncio_loop) # type: ignore
else:
tasks = asyncio.Task.all_tasks(asyncio_loop)
# Tasks that are done may still appear here and may contain
# non-cancellation exceptions, so filter them out.
tasks = [t for t in tasks if not t.done()]
for t in tasks:
t.cancel()
# Allow the tasks to run and finalize themselves (which means
# raising a CancelledError inside the coroutine). This may
# just transform the "task was destroyed but it is pending"
# warning into a "uncaught CancelledError" warning, but
# catching CancelledErrors in coroutines that may leak is
# simpler than ensuring that no coroutines leak.
if tasks:
done, pending = self.io_loop.run_sync(lambda: asyncio.wait(tasks))
assert not pending
# If any task failed with anything but a CancelledError, raise it.
for f in done:
try:
f.result()
except asyncio.CancelledError:
pass
# Clean up Subprocess, so it can be used again with a new ioloop.
Subprocess.uninitialize()
self.io_loop.clear_current()
if not isinstance(self.io_loop, _NON_OWNED_IOLOOPS):
# Try to clean up any file descriptors left open in the ioloop.
# This avoids leaks, especially when tests are run repeatedly
# in the same process with autoreload (because curl does not
# set FD_CLOEXEC on its file descriptors)
self.io_loop.close(all_fds=True)
super().tearDown()
# In case an exception escaped or the StackContext caught an exception
# when there wasn't a wait() to re-raise it, do so here.
# This is our last chance to raise an exception in a way that the
# unittest machinery understands.
self.__rethrow()
def get_new_ioloop(self) -> IOLoop:
"""Returns the `.IOLoop` to use for this test.
By default, a new `.IOLoop` is created for each test.
Subclasses may override this method to return
`.IOLoop.current()` if it is not appropriate to use a new
`.IOLoop` in each tests (for example, if there are global
singletons using the default `.IOLoop`) or if a per-test event
loop is being provided by another system (such as
``pytest-asyncio``).
"""
return IOLoop()
def _handle_exception(
self, typ: Type[Exception], value: Exception, tb: TracebackType
) -> bool:
if self.__failure is None:
self.__failure = (typ, value, tb)
else:
app_log.error(
"multiple unhandled exceptions in test", exc_info=(typ, value, tb)
)
self.stop()
return True
def __rethrow(self) -> None:
if self.__failure is not None:
failure = self.__failure
self.__failure = None
raise_exc_info(failure)
def run(
self, result: Optional[unittest.TestResult] = None
) -> Optional[unittest.TestResult]:
ret = super().run(result)
# As a last resort, if an exception escaped super.run() and wasn't
# re-raised in tearDown, raise it here. This will cause the
# unittest run to fail messily, but that's better than silently
# ignoring an error.
self.__rethrow()
return ret
def stop(self, _arg: Any = None, **kwargs: Any) -> None:
"""Stops the `.IOLoop`, causing one pending (or future) call to `wait()`
to return.
Keyword arguments or a single positional argument passed to `stop()` are
saved and will be returned by `wait()`.
.. deprecated:: 5.1
`stop` and `wait` are deprecated; use ``@gen_test`` instead.
"""
assert _arg is None or not kwargs
self.__stop_args = kwargs or _arg
if self.__running:
self.io_loop.stop()
self.__running = False
self.__stopped = True
def wait(
self,
condition: Optional[Callable[..., bool]] = None,
timeout: Optional[float] = None,
) -> Any:
"""Runs the `.IOLoop` until stop is called or timeout has passed.
In the event of a timeout, an exception will be thrown. The
default timeout is 5 seconds; it may be overridden with a
``timeout`` keyword argument or globally with the
``ASYNC_TEST_TIMEOUT`` environment variable.
If ``condition`` is not ``None``, the `.IOLoop` will be restarted
after `stop()` until ``condition()`` returns ``True``.
.. versionchanged:: 3.1
Added the ``ASYNC_TEST_TIMEOUT`` environment variable.
.. deprecated:: 5.1
`stop` and `wait` are deprecated; use ``@gen_test`` instead.
"""
if timeout is None:
timeout = get_async_test_timeout()
if not self.__stopped:
if timeout:
def timeout_func() -> None:
try:
raise self.failureException(
"Async operation timed out after %s seconds" % timeout
)
except Exception:
self.__failure = sys.exc_info()
self.stop()
self.__timeout = self.io_loop.add_timeout(
self.io_loop.time() + timeout, timeout_func
)
while True:
self.__running = True
self.io_loop.start()
if self.__failure is not None or condition is None or condition():
break
if self.__timeout is not None:
self.io_loop.remove_timeout(self.__timeout)
self.__timeout = None
assert self.__stopped
self.__stopped = False
self.__rethrow()
result = self.__stop_args
self.__stop_args = None
return result
class AsyncHTTPTestCase(AsyncTestCase):
"""A test case that starts up an HTTP server.
Subclasses must override `get_app()`, which returns the
`tornado.web.Application` (or other `.HTTPServer` callback) to be tested.
Tests will typically use the provided ``self.http_client`` to fetch
URLs from this server.
Example, assuming the "Hello, world" example from the user guide is in
``hello.py``::
import hello
class TestHelloApp(AsyncHTTPTestCase):
def get_app(self):
return hello.make_app()
def test_homepage(self):
response = self.fetch('/')
self.assertEqual(response.code, 200)
self.assertEqual(response.body, 'Hello, world')
That call to ``self.fetch()`` is equivalent to ::
self.http_client.fetch(self.get_url('/'), self.stop)
response = self.wait()
which illustrates how AsyncTestCase can turn an asynchronous operation,
like ``http_client.fetch()``, into a synchronous operation. If you need
to do other asynchronous operations in tests, you'll probably need to use
``stop()`` and ``wait()`` yourself.
"""
def setUp(self) -> None:
super().setUp()
sock, port = bind_unused_port()
self.__port = port
self.http_client = self.get_http_client()
self._app = self.get_app()
self.http_server = self.get_http_server()
self.http_server.add_sockets([sock])
def get_http_client(self) -> AsyncHTTPClient:
return AsyncHTTPClient()
def get_http_server(self) -> HTTPServer:
return HTTPServer(self._app, **self.get_httpserver_options())
def get_app(self) -> Application:
"""Should be overridden by subclasses to return a
`tornado.web.Application` or other `.HTTPServer` callback.
"""
raise NotImplementedError()
def fetch(
self, path: str, raise_error: bool = False, **kwargs: Any
) -> HTTPResponse:
"""Convenience method to synchronously fetch a URL.
The given path will be appended to the local server's host and
port. Any additional keyword arguments will be passed directly to
`.AsyncHTTPClient.fetch` (and so could be used to pass
``method="POST"``, ``body="..."``, etc).
If the path begins with http:// or https://, it will be treated as a
full URL and will be fetched as-is.
If ``raise_error`` is ``True``, a `tornado.httpclient.HTTPError` will
be raised if the response code is not 200. This is the same behavior
as the ``raise_error`` argument to `.AsyncHTTPClient.fetch`, but
the default is ``False`` here (it's ``True`` in `.AsyncHTTPClient`)
because tests often need to deal with non-200 response codes.
.. versionchanged:: 5.0
Added support for absolute URLs.
.. versionchanged:: 5.1
Added the ``raise_error`` argument.
.. deprecated:: 5.1
This method currently turns any exception into an
`.HTTPResponse` with status code 599. In Tornado 6.0,
errors other than `tornado.httpclient.HTTPError` will be
passed through, and ``raise_error=False`` will only
suppress errors that would be raised due to non-200
response codes.
"""
if path.lower().startswith(("http://", "https://")):
url = path
else:
url = self.get_url(path)
return self.io_loop.run_sync(
lambda: self.http_client.fetch(url, raise_error=raise_error, **kwargs),
timeout=get_async_test_timeout(),
)
def get_httpserver_options(self) -> Dict[str, Any]:
"""May be overridden by subclasses to return additional
keyword arguments for the server.
"""
return {}
def get_http_port(self) -> int:
"""Returns the port used by the server.
A new port is chosen for each test.
"""
return self.__port
def get_protocol(self) -> str:
return "http"
def get_url(self, path: str) -> str:
"""Returns an absolute url for the given path on the test server."""
return "%s://127.0.0.1:%s%s" % (self.get_protocol(), self.get_http_port(), path)
def tearDown(self) -> None:
self.http_server.stop()
self.io_loop.run_sync(
self.http_server.close_all_connections, timeout=get_async_test_timeout()
)
self.http_client.close()
del self.http_server
del self._app
super().tearDown()
class AsyncHTTPSTestCase(AsyncHTTPTestCase):
"""A test case that starts an HTTPS server.
Interface is generally the same as `AsyncHTTPTestCase`.
"""
def get_http_client(self) -> AsyncHTTPClient:
return AsyncHTTPClient(force_instance=True, defaults=dict(validate_cert=False))
def get_httpserver_options(self) -> Dict[str, Any]:
return dict(ssl_options=self.get_ssl_options())
def get_ssl_options(self) -> Dict[str, Any]:
"""May be overridden by subclasses to select SSL options.
By default includes a self-signed testing certificate.
"""
return AsyncHTTPSTestCase.default_ssl_options()
@staticmethod
def default_ssl_options() -> Dict[str, Any]:
# Testing keys were generated with:
# openssl req -new -keyout tornado/test/test.key \
# -out tornado/test/test.crt -nodes -days 3650 -x509
module_dir = os.path.dirname(__file__)
return dict(
certfile=os.path.join(module_dir, "test", "test.crt"),
keyfile=os.path.join(module_dir, "test", "test.key"),
)
def get_protocol(self) -> str:
return "https"
@typing.overload
def gen_test(
*, timeout: Optional[float] = None
) -> Callable[[Callable[..., Union[Generator, "Coroutine"]]], Callable[..., None]]:
pass
@typing.overload # noqa: F811
def gen_test(func: Callable[..., Union[Generator, "Coroutine"]]) -> Callable[..., None]:
pass
def gen_test( # noqa: F811
func: Optional[Callable[..., Union[Generator, "Coroutine"]]] = None,
timeout: Optional[float] = None,
) -> Union[
Callable[..., None],
Callable[[Callable[..., Union[Generator, "Coroutine"]]], Callable[..., None]],
]:
"""Testing equivalent of ``@gen.coroutine``, to be applied to test methods.
``@gen.coroutine`` cannot be used on tests because the `.IOLoop` is not
already running. ``@gen_test`` should be applied to test methods
on subclasses of `AsyncTestCase`.
Example::
class MyTest(AsyncHTTPTestCase):
@gen_test
def test_something(self):
response = yield self.http_client.fetch(self.get_url('/'))
By default, ``@gen_test`` times out after 5 seconds. The timeout may be
overridden globally with the ``ASYNC_TEST_TIMEOUT`` environment variable,
or for each test with the ``timeout`` keyword argument::
class MyTest(AsyncHTTPTestCase):
@gen_test(timeout=10)
def test_something_slow(self):
response = yield self.http_client.fetch(self.get_url('/'))
Note that ``@gen_test`` is incompatible with `AsyncTestCase.stop`,
`AsyncTestCase.wait`, and `AsyncHTTPTestCase.fetch`. Use ``yield
self.http_client.fetch(self.get_url())`` as shown above instead.
.. versionadded:: 3.1
The ``timeout`` argument and ``ASYNC_TEST_TIMEOUT`` environment
variable.
.. versionchanged:: 4.0
The wrapper now passes along ``*args, **kwargs`` so it can be used
on functions with arguments.
"""
if timeout is None:
timeout = get_async_test_timeout()
def wrap(f: Callable[..., Union[Generator, "Coroutine"]]) -> Callable[..., None]:
# Stack up several decorators to allow us to access the generator
# object itself. In the innermost wrapper, we capture the generator
# and save it in an attribute of self. Next, we run the wrapped
# function through @gen.coroutine. Finally, the coroutine is
# wrapped again to make it synchronous with run_sync.
#
# This is a good case study arguing for either some sort of
# extensibility in the gen decorators or cancellation support.
@functools.wraps(f)
def pre_coroutine(self, *args, **kwargs):
# type: (AsyncTestCase, *Any, **Any) -> Union[Generator, Coroutine]
# Type comments used to avoid pypy3 bug.
result = f(self, *args, **kwargs)
if isinstance(result, Generator) or inspect.iscoroutine(result):
self._test_generator = result
else:
self._test_generator = None
return result
if inspect.iscoroutinefunction(f):
coro = pre_coroutine
else:
coro = gen.coroutine(pre_coroutine)
@functools.wraps(coro)
def post_coroutine(self, *args, **kwargs):
# type: (AsyncTestCase, *Any, **Any) -> None
try:
return self.io_loop.run_sync(
functools.partial(coro, self, *args, **kwargs), timeout=timeout
)
except TimeoutError as e:
# run_sync raises an error with an unhelpful traceback.
# If the underlying generator is still running, we can throw the
# exception back into it so the stack trace is replaced by the
# point where the test is stopped. The only reason the generator
# would not be running would be if it were cancelled, which means
# a native coroutine, so we can rely on the cr_running attribute.
if self._test_generator is not None and getattr(
self._test_generator, "cr_running", True
):
self._test_generator.throw(type(e), e)
# In case the test contains an overly broad except
# clause, we may get back here.
# Coroutine was stopped or didn't raise a useful stack trace,
# so re-raise the original exception which is better than nothing.
raise
return post_coroutine
if func is not None:
# Used like:
# @gen_test
# def f(self):
# pass
return wrap(func)
else:
# Used like @gen_test(timeout=10)
return wrap
# Without this attribute, nosetests will try to run gen_test as a test
# anywhere it is imported.
gen_test.__test__ = False # type: ignore
class ExpectLog(logging.Filter):
"""Context manager to capture and suppress expected log output.
Useful to make tests of error conditions less noisy, while still
leaving unexpected log entries visible. *Not thread safe.*
The attribute ``logged_stack`` is set to ``True`` if any exception
stack trace was logged.
Usage::
with ExpectLog('tornado.application', "Uncaught exception"):
error_response = self.fetch("/some_page")
.. versionchanged:: 4.3
Added the ``logged_stack`` attribute.
"""
def __init__(
self,
logger: Union[logging.Logger, basestring_type],
regex: str,
required: bool = True,
level: Optional[int] = None,
) -> None:
"""Constructs an ExpectLog context manager.
:param logger: Logger object (or name of logger) to watch. Pass
an empty string to watch the root logger.
:param regex: Regular expression to match. Any log entries on
the specified logger that match this regex will be suppressed.
:param required: If true, an exception will be raised if the end of
the ``with`` statement is reached without matching any log entries.
:param level: A constant from the ``logging`` module indicating the
expected log level. If this parameter is provided, only log messages
at this level will be considered to match. Additionally, the
supplied ``logger`` will have its level adjusted if necessary
(for the duration of the ``ExpectLog`` to enable the expected
message.
.. versionchanged:: 6.1
Added the ``level`` parameter.
"""
if isinstance(logger, basestring_type):
logger = logging.getLogger(logger)
self.logger = logger
self.regex = re.compile(regex)
self.required = required
self.matched = False
self.logged_stack = False
self.level = level
self.orig_level = None # type: Optional[int]
def filter(self, record: logging.LogRecord) -> bool:
if record.exc_info:
self.logged_stack = True
message = record.getMessage()
if self.regex.match(message):
if self.level is not None and record.levelno != self.level:
app_log.warning(
"Got expected log message %r at unexpected level (%s vs %s)"
% (message, logging.getLevelName(self.level), record.levelname)
)
return True
self.matched = True
return False
return True
def __enter__(self) -> "ExpectLog":
if self.level is not None and self.level < self.logger.getEffectiveLevel():
self.orig_level = self.logger.level
self.logger.setLevel(self.level)
self.logger.addFilter(self)
return self
def __exit__(
self,
typ: "Optional[Type[BaseException]]",
value: Optional[BaseException],
tb: Optional[TracebackType],
) -> None:
if self.orig_level is not None:
self.logger.setLevel(self.orig_level)
self.logger.removeFilter(self)
if not typ and self.required and not self.matched:
raise Exception("did not get expected log message")
def main(**kwargs: Any) -> None:
"""A simple test runner.
This test runner is essentially equivalent to `unittest.main` from
the standard library, but adds support for Tornado-style option
parsing and log formatting. It is *not* necessary to use this
`main` function to run tests using `AsyncTestCase`; these tests
are self-contained and can run with any test runner.
The easiest way to run a test is via the command line::
python -m tornado.testing tornado.test.web_test
See the standard library ``unittest`` module for ways in which
tests can be specified.
Projects with many tests may wish to define a test script like
``tornado/test/runtests.py``. This script should define a method
``all()`` which returns a test suite and then call
`tornado.testing.main()`. Note that even when a test script is
used, the ``all()`` test suite may be overridden by naming a
single test on the command line::
# Runs all tests
python -m tornado.test.runtests
# Runs one test
python -m tornado.test.runtests tornado.test.web_test
Additional keyword arguments passed through to ``unittest.main()``.
For example, use ``tornado.testing.main(verbosity=2)``
to show many test details as they are run.
See http://docs.python.org/library/unittest.html#unittest.main
for full argument list.
.. versionchanged:: 5.0
This function produces no output of its own; only that produced
by the `unittest` module (previously it would add a PASS or FAIL
log message).
"""
from tornado.options import define, options, parse_command_line
define(
"exception_on_interrupt",
type=bool,
default=True,
help=(
"If true (default), ctrl-c raises a KeyboardInterrupt "
"exception. This prints a stack trace but cannot interrupt "
"certain operations. If false, the process is more reliably "
"killed, but does not print a stack trace."
),
)
# support the same options as unittest's command-line interface
define("verbose", type=bool)
define("quiet", type=bool)
define("failfast", type=bool)
define("catch", type=bool)
define("buffer", type=bool)
argv = [sys.argv[0]] + parse_command_line(sys.argv)
if not options.exception_on_interrupt:
signal.signal(signal.SIGINT, signal.SIG_DFL)
if options.verbose is not None:
kwargs["verbosity"] = 2
if options.quiet is not None:
kwargs["verbosity"] = 0
if options.failfast is not None:
kwargs["failfast"] = True
if options.catch is not None:
kwargs["catchbreak"] = True
if options.buffer is not None:
kwargs["buffer"] = True
if __name__ == "__main__" and len(argv) == 1:
print("No tests specified", file=sys.stderr)
sys.exit(1)
# In order to be able to run tests by their fully-qualified name
# on the command line without importing all tests here,
# module must be set to None. Python 3.2's unittest.main ignores
# defaultTest if no module is given (it tries to do its own
# test discovery, which is incompatible with auto2to3), so don't
# set module if we're not asking for a specific test.
if len(argv) > 1:
unittest.main(module=None, argv=argv, **kwargs) # type: ignore
else:
unittest.main(defaultTest="all", argv=argv, **kwargs)
if __name__ == "__main__":
main()