"""Tests for the KernelManager""" # Copyright (c) Jupyter Development Team. # Distributed under the terms of the Modified BSD License. import asyncio import json import os import signal import sys import time import threading import multiprocessing as mp import pytest from async_generator import async_generator, yield_ from traitlets.config.loader import Config from jupyter_core import paths from jupyter_client import KernelManager, AsyncKernelManager from subprocess import PIPE from ..manager import start_new_kernel, start_new_async_kernel from .utils import test_env, skip_win32, AsyncKernelManagerSubclass, AsyncKernelManagerWithCleanup pjoin = os.path.join TIMEOUT = 30 @pytest.fixture(autouse=True) def env(): env_patch = test_env() env_patch.start() yield env_patch.stop() @pytest.fixture(params=['tcp', 'ipc']) def transport(request): if sys.platform == 'win32' and request.param == 'ipc': # pytest.skip("Transport 'ipc' not supported on Windows.") return request.param @pytest.fixture def config(transport): c = Config() c.KernelManager.transport = transport if transport == 'ipc': c.KernelManager.ip = 'test' return c @pytest.fixture def install_kernel(): kernel_dir = pjoin(paths.jupyter_data_dir(), 'kernels', 'signaltest') os.makedirs(kernel_dir) with open(pjoin(kernel_dir, 'kernel.json'), 'w') as f: f.write(json.dumps({ 'argv': [sys.executable, '-m', 'jupyter_client.tests.signalkernel', '-f', '{connection_file}'], 'display_name': "Signal Test Kernel", 'env': {'TEST_VARS': '${TEST_VARS}:test_var_2'}, })) @pytest.fixture def start_kernel(): km, kc = start_new_kernel(kernel_name='signaltest') yield km, kc kc.stop_channels() km.shutdown_kernel() assert km.context.closed @pytest.fixture def start_kernel_w_env(): kernel_cmd = [sys.executable, '-m', 'jupyter_client.tests.signalkernel', '-f', '{connection_file}'] extra_env = {'TEST_VARS': '${TEST_VARS}:test_var_2'} km = KernelManager(kernel_name='signaltest') km.kernel_cmd = kernel_cmd km.extra_env = extra_env km.start_kernel() kc = km.client() kc.start_channels() kc.wait_for_ready(timeout=60) yield km, kc kc.stop_channels() km.shutdown_kernel() @pytest.fixture def km(config): km = KernelManager(config=config) return km @pytest.fixture def zmq_context(): import zmq ctx = zmq.Context() yield ctx ctx.term() @pytest.fixture(params=[AsyncKernelManager, AsyncKernelManagerSubclass, AsyncKernelManagerWithCleanup]) def async_km(request, config): km = request.param(config=config) return km @pytest.fixture @async_generator # This is only necessary while Python 3.5 is support afterwhich both it and yield_() can be removed async def start_async_kernel(): km, kc = await start_new_async_kernel(kernel_name='signaltest') await yield_((km, kc)) kc.stop_channels() await km.shutdown_kernel() assert km.context.closed class TestKernelManager: def test_lifecycle(self, km): km.start_kernel(stdout=PIPE, stderr=PIPE) assert km.is_alive() km.restart_kernel(now=True) assert km.is_alive() km.interrupt_kernel() assert isinstance(km, KernelManager) km.shutdown_kernel(now=True) assert km.context.closed def test_get_connect_info(self, km): cinfo = km.get_connection_info() keys = sorted(cinfo.keys()) expected = sorted([ 'ip', 'transport', 'hb_port', 'shell_port', 'stdin_port', 'iopub_port', 'control_port', 'key', 'signature_scheme', ]) assert keys == expected @pytest.mark.skipif(sys.platform == 'win32', reason="Windows doesn't support signals") def test_signal_kernel_subprocesses(self, install_kernel, start_kernel): km, kc = start_kernel def execute(cmd): kc.execute(cmd) reply = kc.get_shell_msg(TIMEOUT) content = reply['content'] assert content['status'] == 'ok' return content N = 5 for i in range(N): execute("start") time.sleep(1) # make sure subprocs stay up reply = execute('check') assert reply['user_expressions']['poll'] == [None] * N # start a job on the kernel to be interrupted kc.execute('sleep') time.sleep(1) # ensure sleep message has been handled before we interrupt km.interrupt_kernel() reply = kc.get_shell_msg(TIMEOUT) content = reply['content'] assert content['status'] == 'ok' assert content['user_expressions']['interrupted'] # wait up to 5s for subprocesses to handle signal for i in range(50): reply = execute('check') if reply['user_expressions']['poll'] != [-signal.SIGINT] * N: time.sleep(0.1) else: break # verify that subprocesses were interrupted assert reply['user_expressions']['poll'] == [-signal.SIGINT] * N def test_start_new_kernel(self, install_kernel, start_kernel): km, kc = start_kernel assert km.is_alive() assert kc.is_alive() assert km.context.closed is False def _env_test_body(self, kc): def execute(cmd): kc.execute(cmd) reply = kc.get_shell_msg(TIMEOUT) content = reply['content'] assert content['status'] == 'ok' return content reply = execute('env') assert reply is not None assert reply['user_expressions']['env'] == 'test_var_1:test_var_2' def test_templated_kspec_env(self, install_kernel, start_kernel): km, kc = start_kernel assert km.is_alive() assert kc.is_alive() assert km.context.closed is False self._env_test_body(kc) def test_templated_extra_env(self, install_kernel, start_kernel_w_env): km, kc = start_kernel_w_env assert km.is_alive() assert kc.is_alive() assert km.context.closed is False self._env_test_body(kc) def test_cleanup_context(self, km): assert km.context is not None km.cleanup_resources(restart=False) assert km.context.closed def test_no_cleanup_shared_context(self, zmq_context): """kernel manager does not terminate shared context""" km = KernelManager(context=zmq_context) assert km.context == zmq_context assert km.context is not None km.cleanup_resources(restart=False) assert km.context.closed is False assert zmq_context.closed is False class TestParallel: @pytest.mark.timeout(TIMEOUT) def test_start_sequence_kernels(self, config, install_kernel): """Ensure that a sequence of kernel startups doesn't break anything.""" self._run_signaltest_lifecycle(config) self._run_signaltest_lifecycle(config) self._run_signaltest_lifecycle(config) @pytest.mark.timeout(TIMEOUT) def test_start_parallel_thread_kernels(self, config, install_kernel): if config.KernelManager.transport == 'ipc': # FIXME pytest.skip("IPC transport is currently not working for this test!") self._run_signaltest_lifecycle(config) thread = threading.Thread(target=self._run_signaltest_lifecycle, args=(config,)) thread2 = threading.Thread(target=self._run_signaltest_lifecycle, args=(config,)) try: thread.start() thread2.start() finally: thread.join() thread2.join() @pytest.mark.timeout(TIMEOUT) def test_start_parallel_process_kernels(self, config, install_kernel): if config.KernelManager.transport == 'ipc': # FIXME pytest.skip("IPC transport is currently not working for this test!") self._run_signaltest_lifecycle(config) thread = threading.Thread(target=self._run_signaltest_lifecycle, args=(config,)) proc = mp.Process(target=self._run_signaltest_lifecycle, args=(config,)) try: thread.start() proc.start() finally: thread.join() proc.join() assert proc.exitcode == 0 @pytest.mark.timeout(TIMEOUT) def test_start_sequence_process_kernels(self, config, install_kernel): self._run_signaltest_lifecycle(config) proc = mp.Process(target=self._run_signaltest_lifecycle, args=(config,)) try: proc.start() finally: proc.join() assert proc.exitcode == 0 def _prepare_kernel(self, km, startup_timeout=TIMEOUT, **kwargs): km.start_kernel(**kwargs) kc = km.client() kc.start_channels() try: kc.wait_for_ready(timeout=startup_timeout) except RuntimeError: kc.stop_channels() km.shutdown_kernel() raise return kc def _run_signaltest_lifecycle(self, config=None): km = KernelManager(config=config, kernel_name='signaltest') kc = self._prepare_kernel(km, stdout=PIPE, stderr=PIPE) def execute(cmd): kc.execute(cmd) reply = kc.get_shell_msg(TIMEOUT) content = reply['content'] assert content['status'] == 'ok' return content execute("start") assert km.is_alive() execute('check') assert km.is_alive() km.restart_kernel(now=True) assert km.is_alive() execute('check') km.shutdown_kernel() assert km.context.closed @pytest.mark.asyncio class TestAsyncKernelManager: async def test_lifecycle(self, async_km): await async_km.start_kernel(stdout=PIPE, stderr=PIPE) is_alive = await async_km.is_alive() assert is_alive await async_km.restart_kernel(now=True) is_alive = await async_km.is_alive() assert is_alive await async_km.interrupt_kernel() assert isinstance(async_km, AsyncKernelManager) await async_km.shutdown_kernel(now=True) is_alive = await async_km.is_alive() assert is_alive is False assert async_km.context.closed async def test_get_connect_info(self, async_km): cinfo = async_km.get_connection_info() keys = sorted(cinfo.keys()) expected = sorted([ 'ip', 'transport', 'hb_port', 'shell_port', 'stdin_port', 'iopub_port', 'control_port', 'key', 'signature_scheme', ]) assert keys == expected async def test_subclasses(self, async_km): await async_km.start_kernel(stdout=PIPE, stderr=PIPE) is_alive = await async_km.is_alive() assert is_alive assert isinstance(async_km, AsyncKernelManager) await async_km.shutdown_kernel(now=True) is_alive = await async_km.is_alive() assert is_alive is False assert async_km.context.closed if isinstance(async_km, AsyncKernelManagerWithCleanup): assert async_km.which_cleanup == "cleanup" elif isinstance(async_km, AsyncKernelManagerSubclass): assert async_km.which_cleanup == "cleanup_resources" else: assert hasattr(async_km, "which_cleanup") is False @pytest.mark.timeout(10) @pytest.mark.skipif(sys.platform == 'win32', reason="Windows doesn't support signals") async def test_signal_kernel_subprocesses(self, install_kernel, start_async_kernel): km, kc = start_async_kernel async def execute(cmd): kc.execute(cmd) reply = await kc.get_shell_msg(TIMEOUT) content = reply['content'] assert content['status'] == 'ok' return content # Ensure that shutdown_kernel and stop_channels are called at the end of the test. # Note: we cannot use addCleanup() for these since it doesn't prpperly handle # coroutines - which km.shutdown_kernel now is. N = 5 for i in range(N): await execute("start") await asyncio.sleep(1) # make sure subprocs stay up reply = await execute('check') assert reply['user_expressions']['poll'] == [None] * N # start a job on the kernel to be interrupted kc.execute('sleep') await asyncio.sleep(1) # ensure sleep message has been handled before we interrupt await km.interrupt_kernel() reply = await kc.get_shell_msg(TIMEOUT) content = reply['content'] assert content['status'] == 'ok' assert content['user_expressions']['interrupted'] is True # wait up to 5s for subprocesses to handle signal for i in range(50): reply = await execute('check') if reply['user_expressions']['poll'] != [-signal.SIGINT] * N: await asyncio.sleep(0.1) else: break # verify that subprocesses were interrupted assert reply['user_expressions']['poll'] == [-signal.SIGINT] * N @pytest.mark.timeout(10) async def test_start_new_async_kernel(self, install_kernel, start_async_kernel): km, kc = start_async_kernel is_alive = await km.is_alive() assert is_alive is_alive = await kc.is_alive() assert is_alive