"""Tests for the KernelManager""" # Copyright (c) Jupyter Development Team. # Distributed under the terms of the Modified BSD License. import asyncio import concurrent.futures import json import os import signal import sys import time from subprocess import PIPE import pytest from jupyter_core import paths from traitlets.config.loader import Config from ..manager import _ShutdownStatus from ..manager import start_new_async_kernel from ..manager import start_new_kernel from .utils import AsyncKMSubclass from .utils import SyncKMSubclass from jupyter_client import AsyncKernelManager from jupyter_client import KernelManager pjoin = os.path.join TIMEOUT = 30 @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 def _install_kernel(name="signaltest", extra_env=None): if extra_env is None: extra_env = {} kernel_dir = pjoin(paths.jupyter_data_dir(), "kernels", name) 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", **extra_env}, } ) ) @pytest.fixture def install_kernel(): return _install_kernel() def install_kernel_dont_shutdown(): _install_kernel("signaltest-no-shutdown", {"NO_SHUTDOWN_REPLY": "1"}) def install_kernel_dont_terminate(): return _install_kernel( "signaltest-no-terminate", {"NO_SHUTDOWN_REPLY": "1", "NO_SIGTERM_REPLY": "1"} ) @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 km(config): km = KernelManager(config=config) return km @pytest.fixture def km_subclass(config): km = SyncKMSubclass(config=config) return km @pytest.fixture def zmq_context(): import zmq ctx = zmq.Context() yield ctx ctx.term() @pytest.fixture(params=[AsyncKernelManager, AsyncKMSubclass]) def async_km(request, config): km = request.param(config=config) return km @pytest.fixture def async_km_subclass(config): km = AsyncKMSubclass(config=config) return km @pytest.fixture async def start_async_kernel(): km, kc = await start_new_async_kernel(kernel_name="signaltest") yield km, kc kc.stop_channels() await km.shutdown_kernel() assert km.context.closed class TestKernelManagerShutDownGracefully: parameters = ( "name, install, expected", [ ("signaltest", _install_kernel, _ShutdownStatus.ShutdownRequest), ( "signaltest-no-shutdown", install_kernel_dont_shutdown, _ShutdownStatus.SigtermRequest, ), ( "signaltest-no-terminate", install_kernel_dont_terminate, _ShutdownStatus.SigkillRequest, ), ], ) @pytest.mark.skipif(sys.platform == "win32", reason="Windows doesn't support signals") @pytest.mark.parametrize(*parameters) def test_signal_kernel_subprocesses(self, name, install, expected): # ipykernel doesn't support 3.6 and this test uses async shutdown_request if expected == _ShutdownStatus.ShutdownRequest and sys.version_info < (3, 7): pytest.skip() install() km, kc = start_new_kernel(kernel_name=name) assert km._shutdown_status == _ShutdownStatus.Unset assert km.is_alive() # kc.execute("1") kc.stop_channels() km.shutdown_kernel() if expected == _ShutdownStatus.ShutdownRequest: expected = [expected, _ShutdownStatus.SigtermRequest] else: expected = [expected] assert km._shutdown_status in expected @pytest.mark.asyncio @pytest.mark.skipif(sys.platform == "win32", reason="Windows doesn't support signals") @pytest.mark.parametrize(*parameters) async def test_async_signal_kernel_subprocesses(self, name, install, expected): install() km, kc = await start_new_async_kernel(kernel_name=name) assert km._shutdown_status == _ShutdownStatus.Unset assert await km.is_alive() # kc.execute("1") kc.stop_channels() await km.shutdown_kernel() if expected == _ShutdownStatus.ShutdownRequest: expected = [expected, _ShutdownStatus.SigtermRequest] else: expected = [expected] assert km._shutdown_status in expected class TestKernelManager: def test_lifecycle(self, km): km.start_kernel(stdout=PIPE, stderr=PIPE) kc = km.client() assert km.is_alive() is_done = km.ready.done() assert is_done km.restart_kernel(now=True) assert km.is_alive() km.interrupt_kernel() assert isinstance(km, KernelManager) kc.stop_channels() 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): request_id = kc.execute(cmd) while True: reply = kc.get_shell_msg(TIMEOUT) if reply["parent_header"]["msg_id"] == request_id: break 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 10s for subprocesses to handle signal for i in range(100): 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): request_id = kc.execute(cmd) while True: reply = kc.get_shell_msg(TIMEOUT) if reply["parent_header"]["msg_id"] == request_id: break 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_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 def test_subclass_callables(self, km_subclass): km_subclass.reset_counts() km_subclass.start_kernel(stdout=PIPE, stderr=PIPE) assert km_subclass.call_count("start_kernel") == 1 assert km_subclass.call_count("_launch_kernel") == 1 is_alive = km_subclass.is_alive() assert is_alive km_subclass.reset_counts() km_subclass.restart_kernel(now=True) assert km_subclass.call_count("restart_kernel") == 1 assert km_subclass.call_count("shutdown_kernel") == 1 assert km_subclass.call_count("interrupt_kernel") == 1 assert km_subclass.call_count("_kill_kernel") == 1 assert km_subclass.call_count("cleanup_resources") == 1 assert km_subclass.call_count("start_kernel") == 1 assert km_subclass.call_count("_launch_kernel") == 1 assert km_subclass.call_count("signal_kernel") == 1 is_alive = km_subclass.is_alive() assert is_alive assert km_subclass.call_count("is_alive") >= 1 km_subclass.reset_counts() km_subclass.interrupt_kernel() assert km_subclass.call_count("interrupt_kernel") == 1 assert km_subclass.call_count("signal_kernel") == 1 assert isinstance(km_subclass, KernelManager) km_subclass.reset_counts() km_subclass.shutdown_kernel(now=False) assert km_subclass.call_count("shutdown_kernel") == 1 assert km_subclass.call_count("interrupt_kernel") == 1 assert km_subclass.call_count("request_shutdown") == 1 assert km_subclass.call_count("finish_shutdown") == 1 assert km_subclass.call_count("cleanup_resources") == 1 assert km_subclass.call_count("signal_kernel") == 1 assert km_subclass.call_count("is_alive") >= 1 is_alive = km_subclass.is_alive() assert is_alive is False assert km_subclass.call_count("is_alive") >= 1 assert km_subclass.context.closed 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 + 10) 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) with concurrent.futures.ThreadPoolExecutor(max_workers=2) as thread_executor: future1 = thread_executor.submit(self._run_signaltest_lifecycle, config) future2 = thread_executor.submit(self._run_signaltest_lifecycle, config) future1.result() future2.result() @pytest.mark.timeout(TIMEOUT) @pytest.mark.skipif( (sys.platform == "darwin") and (sys.version_info >= (3, 6)) and (sys.version_info < (3, 8)), reason='"Bad file descriptor" error', ) 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) with concurrent.futures.ThreadPoolExecutor(max_workers=1) as thread_executor: future1 = thread_executor.submit(self._run_signaltest_lifecycle, config) with concurrent.futures.ProcessPoolExecutor(max_workers=1) as process_executor: future2 = process_executor.submit(self._run_signaltest_lifecycle, config) future2.result() future1.result() @pytest.mark.timeout(TIMEOUT) @pytest.mark.skipif( (sys.platform == "darwin") and (sys.version_info >= (3, 6)) and (sys.version_info < (3, 8)), reason='"Bad file descriptor" error', ) def test_start_sequence_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) with concurrent.futures.ProcessPoolExecutor(max_workers=1) as pool_executor: future = pool_executor.submit(self._run_signaltest_lifecycle, config) future.result() 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): request_id = kc.execute(cmd) while True: reply = kc.get_shell_msg(TIMEOUT) if reply["parent_header"]["msg_id"] == request_id: break 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 kc.stop_channels() @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 is_ready = async_km.ready.done() assert is_ready 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 @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): request_id = kc.execute(cmd) while True: reply = await kc.get_shell_msg(TIMEOUT) if reply["parent_header"]["msg_id"] == request_id: break 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 request_id = kc.execute("sleep") await asyncio.sleep(1) # ensure sleep message has been handled before we interrupt await km.interrupt_kernel() while True: reply = await kc.get_shell_msg(TIMEOUT) if reply["parent_header"]["msg_id"] == request_id: break 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 async def test_subclass_callables(self, async_km_subclass): async_km_subclass.reset_counts() await async_km_subclass.start_kernel(stdout=PIPE, stderr=PIPE) assert async_km_subclass.call_count("start_kernel") == 1 assert async_km_subclass.call_count("_launch_kernel") == 1 is_alive = await async_km_subclass.is_alive() assert is_alive assert async_km_subclass.call_count("is_alive") >= 1 async_km_subclass.reset_counts() await async_km_subclass.restart_kernel(now=True) assert async_km_subclass.call_count("restart_kernel") == 1 assert async_km_subclass.call_count("shutdown_kernel") == 1 assert async_km_subclass.call_count("interrupt_kernel") == 1 assert async_km_subclass.call_count("_kill_kernel") == 1 assert async_km_subclass.call_count("cleanup_resources") == 1 assert async_km_subclass.call_count("start_kernel") == 1 assert async_km_subclass.call_count("_launch_kernel") == 1 assert async_km_subclass.call_count("signal_kernel") == 1 is_alive = await async_km_subclass.is_alive() assert is_alive assert async_km_subclass.call_count("is_alive") >= 1 async_km_subclass.reset_counts() await async_km_subclass.interrupt_kernel() assert async_km_subclass.call_count("interrupt_kernel") == 1 assert async_km_subclass.call_count("signal_kernel") == 1 assert isinstance(async_km_subclass, AsyncKernelManager) async_km_subclass.reset_counts() await async_km_subclass.shutdown_kernel(now=False) assert async_km_subclass.call_count("shutdown_kernel") == 1 assert async_km_subclass.call_count("interrupt_kernel") == 1 assert async_km_subclass.call_count("request_shutdown") == 1 assert async_km_subclass.call_count("finish_shutdown") == 1 assert async_km_subclass.call_count("cleanup_resources") == 1 assert async_km_subclass.call_count("signal_kernel") == 1 assert async_km_subclass.call_count("is_alive") >= 1 is_alive = await async_km_subclass.is_alive() assert is_alive is False assert async_km_subclass.call_count("is_alive") >= 1 assert async_km_subclass.context.closed