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"""Tests for the notebook kernel and session manager."""
import asyncio
import concurrent.futures
import os
import sys
import uuid
from asyncio import ensure_future
from subprocess import PIPE
from unittest import TestCase
import pytest
from jupyter_core import paths
from tornado.testing import AsyncTestCase, gen_test
from traitlets.config.loader import Config
from jupyter_client import AsyncKernelManager, KernelManager
from jupyter_client.localinterfaces import localhost
from jupyter_client.multikernelmanager import AsyncMultiKernelManager, MultiKernelManager
from .utils import (
AsyncKMSubclass,
AsyncMKMSubclass,
SyncKMSubclass,
SyncMKMSubclass,
install_kernel,
skip_win32,
)
TIMEOUT = 30
async def now(awaitable):
"""Use this function ensure that this awaitable
happens before other awaitables defined after it.
"""
(out,) = await asyncio.gather(awaitable)
return out
class TestKernelManager(TestCase):
# static so picklable for multiprocessing on Windows
@staticmethod
def _get_tcp_km():
c = Config()
km = MultiKernelManager(config=c)
return km
@staticmethod
def _get_tcp_km_sub():
c = Config()
km = SyncMKMSubclass(config=c)
return km
# static so picklable for multiprocessing on Windows
@staticmethod
def _get_ipc_km():
c = Config()
c.KernelManager.transport = "ipc"
c.KernelManager.ip = "test"
km = MultiKernelManager(config=c)
return km
# static so picklable for multiprocessing on Windows
@staticmethod
def _run_lifecycle(km, test_kid=None):
if test_kid:
kid = km.start_kernel(stdout=PIPE, stderr=PIPE, kernel_id=test_kid)
assert kid == test_kid
else:
kid = km.start_kernel(stdout=PIPE, stderr=PIPE)
assert km.is_alive(kid)
assert km.get_kernel(kid).ready.done()
assert kid in km
assert kid in km.list_kernel_ids()
assert len(km) == 1, f"{len(km)} != {1}"
km.restart_kernel(kid, now=True)
assert km.is_alive(kid)
assert kid in km.list_kernel_ids()
km.interrupt_kernel(kid)
k = km.get_kernel(kid)
kc = k.client()
assert isinstance(k, KernelManager)
km.shutdown_kernel(kid, now=True)
assert kid not in km, f"{kid} not in {km}"
kc.stop_channels()
def _run_cinfo(self, km, transport, ip):
kid = km.start_kernel(stdout=PIPE, stderr=PIPE)
km.get_kernel(kid)
cinfo = km.get_connection_info(kid)
self.assertEqual(transport, cinfo["transport"])
self.assertEqual(ip, cinfo["ip"])
self.assertTrue("stdin_port" in cinfo)
self.assertTrue("iopub_port" in cinfo)
stream = km.connect_iopub(kid)
stream.close()
self.assertTrue("shell_port" in cinfo)
stream = km.connect_shell(kid)
stream.close()
self.assertTrue("hb_port" in cinfo)
stream = km.connect_hb(kid)
stream.close()
km.shutdown_kernel(kid, now=True)
# static so picklable for multiprocessing on Windows
@classmethod
def test_tcp_lifecycle(cls):
km = cls._get_tcp_km()
cls._run_lifecycle(km)
def test_tcp_lifecycle_with_kernel_id(self):
km = self._get_tcp_km()
self._run_lifecycle(km, test_kid=str(uuid.uuid4()))
def test_shutdown_all(self):
km = self._get_tcp_km()
kid = km.start_kernel(stdout=PIPE, stderr=PIPE)
self.assertIn(kid, km)
km.shutdown_all()
self.assertNotIn(kid, km)
# shutdown again is okay, because we have no kernels
km.shutdown_all()
def test_tcp_cinfo(self):
km = self._get_tcp_km()
self._run_cinfo(km, "tcp", localhost())
@skip_win32
def test_ipc_lifecycle(self):
km = self._get_ipc_km()
self._run_lifecycle(km)
@skip_win32
def test_ipc_cinfo(self):
km = self._get_ipc_km()
self._run_cinfo(km, "ipc", "test")
def test_start_sequence_tcp_kernels(self):
"""Ensure that a sequence of kernel startups doesn't break anything."""
self._run_lifecycle(self._get_tcp_km())
self._run_lifecycle(self._get_tcp_km())
self._run_lifecycle(self._get_tcp_km())
@skip_win32
def test_start_sequence_ipc_kernels(self):
"""Ensure that a sequence of kernel startups doesn't break anything."""
self._run_lifecycle(self._get_ipc_km())
self._run_lifecycle(self._get_ipc_km())
self._run_lifecycle(self._get_ipc_km())
def tcp_lifecycle_with_loop(self):
# Ensure each thread has an event loop
loop = asyncio.new_event_loop()
asyncio.set_event_loop(loop)
self.test_tcp_lifecycle()
loop.close()
def test_start_parallel_thread_kernels(self):
self.test_tcp_lifecycle()
with concurrent.futures.ThreadPoolExecutor(max_workers=2) as thread_executor:
future1 = thread_executor.submit(self.tcp_lifecycle_with_loop)
future2 = thread_executor.submit(self.tcp_lifecycle_with_loop)
future1.result()
future2.result()
@pytest.mark.skipif(
(sys.platform == "darwin") and (sys.version_info >= (3, 6)) and (sys.version_info < (3, 8)),
reason='"Bad file descriptor" error',
)
@pytest.mark.skipif(
sys.platform == "linux",
reason="Kernel refuses to start in process pool",
)
def test_start_parallel_process_kernels(self):
self.test_tcp_lifecycle()
with concurrent.futures.ThreadPoolExecutor(max_workers=1) as thread_executor:
future1 = thread_executor.submit(self.tcp_lifecycle_with_loop)
with concurrent.futures.ProcessPoolExecutor(max_workers=1) as process_executor:
# Windows tests needs this target to be picklable:
future2 = process_executor.submit(self.test_tcp_lifecycle)
future2.result()
future1.result()
def test_subclass_callables(self):
km = self._get_tcp_km_sub()
km.reset_counts()
kid = km.start_kernel(stdout=PIPE, stderr=PIPE)
assert km.call_count("start_kernel") == 1
assert isinstance(km.get_kernel(kid), SyncKMSubclass)
assert km.get_kernel(kid).call_count("start_kernel") == 1
assert km.get_kernel(kid).call_count("_async_launch_kernel") == 1
assert km.is_alive(kid)
assert kid in km
assert kid in km.list_kernel_ids()
assert len(km) == 1, f"{len(km)} != {1}"
km.get_kernel(kid).reset_counts()
km.reset_counts()
km.restart_kernel(kid, now=True)
assert km.call_count("restart_kernel") == 1
assert km.call_count("get_kernel") == 1
assert km.get_kernel(kid).call_count("restart_kernel") == 1
assert km.get_kernel(kid).call_count("_async_shutdown_kernel") == 1
assert km.get_kernel(kid).call_count("_async_interrupt_kernel") == 1
assert km.get_kernel(kid).call_count("_async_kill_kernel") == 1
assert km.get_kernel(kid).call_count("_async_cleanup_resources") == 1
assert km.get_kernel(kid).call_count("_async_launch_kernel") == 1
assert km.is_alive(kid)
assert kid in km.list_kernel_ids()
km.get_kernel(kid).reset_counts()
km.reset_counts()
km.interrupt_kernel(kid)
assert km.call_count("interrupt_kernel") == 1
assert km.call_count("get_kernel") == 1
assert km.get_kernel(kid).call_count("interrupt_kernel") == 1
km.get_kernel(kid).reset_counts()
km.reset_counts()
k = km.get_kernel(kid)
assert isinstance(k, SyncKMSubclass)
assert km.call_count("get_kernel") == 1
km.get_kernel(kid).reset_counts()
km.reset_counts()
km.shutdown_all(now=True)
assert km.call_count("remove_kernel") == 1
assert km.call_count("request_shutdown") == 0
assert km.call_count("finish_shutdown") == 0
assert km.call_count("cleanup_resources") == 0
assert kid not in km, f"{kid} not in {km}"
def test_stream_on_recv(self):
mkm = self._get_tcp_km()
kid = mkm.start_kernel(stdout=PIPE, stderr=PIPE)
stream = mkm.connect_iopub(kid)
km = mkm.get_kernel(kid)
client = km.client()
session = km.session
called = False
def record_activity(msg_list):
nonlocal called
"""Record an IOPub message arriving from a kernel"""
idents, fed_msg_list = session.feed_identities(msg_list)
msg = session.deserialize(fed_msg_list, content=False)
msg_type = msg["header"]["msg_type"]
stream.send(msg)
called = True
stream.on_recv(record_activity)
while True:
client.kernel_info()
import time
time.sleep(0.1)
if called:
break
client.stop_channels()
km.shutdown_kernel(now=True)
class TestAsyncKernelManager(AsyncTestCase):
# static so picklable for multiprocessing on Windows
@staticmethod
def _get_tcp_km():
c = Config()
km = AsyncMultiKernelManager(config=c)
return km
@staticmethod
def _get_tcp_km_sub():
c = Config()
km = AsyncMKMSubclass(config=c)
return km
# static so picklable for multiprocessing on Windows
@staticmethod
def _get_ipc_km():
c = Config()
c.KernelManager.transport = "ipc"
c.KernelManager.ip = "test"
km = AsyncMultiKernelManager(config=c)
return km
@staticmethod
def _get_pending_kernels_km():
c = Config()
c.AsyncMultiKernelManager.use_pending_kernels = True
km = AsyncMultiKernelManager(config=c)
return km
# static so picklable for multiprocessing on Windows
@staticmethod
async def _run_lifecycle(km, test_kid=None):
if test_kid:
kid = await km.start_kernel(stdout=PIPE, stderr=PIPE, kernel_id=test_kid)
assert kid == test_kid
else:
kid = await km.start_kernel(stdout=PIPE, stderr=PIPE)
assert await km.is_alive(kid)
assert kid in km
assert kid in km.list_kernel_ids()
assert len(km) == 1, f"{len(km)} != {1}"
# Ensure we can interrupt during a restart.
fut = km.restart_kernel(kid, now=True)
await km.interrupt_kernel(kid)
assert await km.is_alive(kid)
await fut
assert kid in km.list_kernel_ids()
k = km.get_kernel(kid)
assert isinstance(k, AsyncKernelManager)
await km.shutdown_kernel(kid, now=True)
assert kid not in km, f"{kid} not in {km}"
async def _run_cinfo(self, km, transport, ip):
kid = await km.start_kernel(stdout=PIPE, stderr=PIPE)
km.get_kernel(kid)
cinfo = km.get_connection_info(kid)
self.assertEqual(transport, cinfo["transport"])
self.assertEqual(ip, cinfo["ip"])
self.assertTrue("stdin_port" in cinfo)
self.assertTrue("iopub_port" in cinfo)
stream = km.connect_iopub(kid)
stream.close()
self.assertTrue("shell_port" in cinfo)
stream = km.connect_shell(kid)
stream.close()
self.assertTrue("hb_port" in cinfo)
stream = km.connect_hb(kid)
stream.close()
await km.shutdown_kernel(kid, now=True)
self.assertNotIn(kid, km)
@gen_test
async def test_tcp_lifecycle(self):
await self.raw_tcp_lifecycle()
@gen_test
async def test_tcp_lifecycle_with_kernel_id(self):
await self.raw_tcp_lifecycle(test_kid=str(uuid.uuid4()))
@gen_test
async def test_shutdown_all(self):
km = self._get_tcp_km()
kid = await km.start_kernel(stdout=PIPE, stderr=PIPE)
self.assertIn(kid, km)
await km.shutdown_all()
self.assertNotIn(kid, km)
# shutdown again is okay, because we have no kernels
await km.shutdown_all()
@gen_test(timeout=20)
async def test_use_after_shutdown_all(self):
km = self._get_tcp_km()
kid = await km.start_kernel(stdout=PIPE, stderr=PIPE)
self.assertIn(kid, km)
await km.shutdown_all()
self.assertNotIn(kid, km)
# Start another kernel
kid = await km.start_kernel(stdout=PIPE, stderr=PIPE)
self.assertIn(kid, km)
await km.shutdown_all()
self.assertNotIn(kid, km)
# shutdown again is okay, because we have no kernels
await km.shutdown_all()
@gen_test(timeout=20)
async def test_shutdown_all_while_starting(self):
km = self._get_tcp_km()
kid_future = asyncio.ensure_future(km.start_kernel(stdout=PIPE, stderr=PIPE))
# This is relying on the ordering of the asyncio queue, not sure if guaranteed or not:
kid, _ = await asyncio.gather(kid_future, km.shutdown_all())
self.assertNotIn(kid, km)
# Start another kernel
kid = await ensure_future(km.start_kernel(stdout=PIPE, stderr=PIPE))
self.assertIn(kid, km)
self.assertEqual(len(km), 1)
await km.shutdown_all()
self.assertNotIn(kid, km)
# shutdown again is okay, because we have no kernels
await km.shutdown_all()
@gen_test
async def test_use_pending_kernels(self):
km = self._get_pending_kernels_km()
kid = await ensure_future(km.start_kernel(stdout=PIPE, stderr=PIPE))
kernel = km.get_kernel(kid)
assert not kernel.ready.done()
assert kid in km
assert kid in km.list_kernel_ids()
assert len(km) == 1, f"{len(km)} != {1}"
# Wait for the kernel to start.
await kernel.ready
await km.restart_kernel(kid, now=True)
out = await km.is_alive(kid)
assert out
assert kid in km.list_kernel_ids()
await km.interrupt_kernel(kid)
k = km.get_kernel(kid)
assert isinstance(k, AsyncKernelManager)
await ensure_future(km.shutdown_kernel(kid, now=True))
# Wait for the kernel to shutdown
await kernel.ready
assert kid not in km, f"{kid} not in {km}"
@gen_test
async def test_use_pending_kernels_early_restart(self):
km = self._get_pending_kernels_km()
kid = await ensure_future(km.start_kernel(stdout=PIPE, stderr=PIPE))
kernel = km.get_kernel(kid)
assert not kernel.ready.done()
with pytest.raises(RuntimeError):
await km.restart_kernel(kid, now=True)
await kernel.ready
await ensure_future(km.shutdown_kernel(kid, now=True))
# Wait for the kernel to shutdown
await kernel.ready
assert kid not in km, f"{kid} not in {km}"
@gen_test
async def test_use_pending_kernels_early_shutdown(self):
km = self._get_pending_kernels_km()
kid = await ensure_future(km.start_kernel(stdout=PIPE, stderr=PIPE))
kernel = km.get_kernel(kid)
assert not kernel.ready.done()
# Try shutting down while the kernel is pending
await ensure_future(km.shutdown_kernel(kid, now=True))
# Wait for the kernel to shutdown
await kernel.ready
assert kid not in km, f"{kid} not in {km}"
@gen_test
async def test_use_pending_kernels_early_interrupt(self):
km = self._get_pending_kernels_km()
kid = await ensure_future(km.start_kernel(stdout=PIPE, stderr=PIPE))
kernel = km.get_kernel(kid)
assert not kernel.ready.done()
with pytest.raises(RuntimeError):
await km.interrupt_kernel(kid)
# Now wait for the kernel to be ready.
await kernel.ready
await ensure_future(km.shutdown_kernel(kid, now=True))
# Wait for the kernel to shutdown
await kernel.ready
assert kid not in km, f"{kid} not in {km}"
@gen_test
async def test_tcp_cinfo(self):
km = self._get_tcp_km()
await self._run_cinfo(km, "tcp", localhost())
@skip_win32
@gen_test
async def test_ipc_lifecycle(self):
km = self._get_ipc_km()
await self._run_lifecycle(km)
@skip_win32
@gen_test
async def test_ipc_cinfo(self):
km = self._get_ipc_km()
await self._run_cinfo(km, "ipc", "test")
@gen_test
async def test_start_sequence_tcp_kernels(self):
"""Ensure that a sequence of kernel startups doesn't break anything."""
await self._run_lifecycle(self._get_tcp_km())
await self._run_lifecycle(self._get_tcp_km())
await self._run_lifecycle(self._get_tcp_km())
@skip_win32
@gen_test
async def test_start_sequence_ipc_kernels(self):
"""Ensure that a sequence of kernel startups doesn't break anything."""
await self._run_lifecycle(self._get_ipc_km())
await self._run_lifecycle(self._get_ipc_km())
await self._run_lifecycle(self._get_ipc_km())
def tcp_lifecycle_with_loop(self):
# Ensure each thread has an event loop
loop = asyncio.new_event_loop()
asyncio.set_event_loop(loop)
loop.run_until_complete(self.raw_tcp_lifecycle())
loop.close()
# static so picklable for multiprocessing on Windows
@classmethod
async def raw_tcp_lifecycle(cls, test_kid=None):
# Since @gen_test creates an event loop, we need a raw form of
# test_tcp_lifecycle that assumes the loop already exists.
km = cls._get_tcp_km()
await cls._run_lifecycle(km, test_kid=test_kid)
# static so picklable for multiprocessing on Windows
@classmethod
def raw_tcp_lifecycle_sync(cls, test_kid=None):
loop = asyncio.new_event_loop()
asyncio.set_event_loop(loop)
loop.run_until_complete(cls.raw_tcp_lifecycle(test_kid=test_kid))
loop.close()
@gen_test
async def test_start_parallel_thread_kernels(self):
await self.raw_tcp_lifecycle()
with concurrent.futures.ThreadPoolExecutor(max_workers=2) as thread_executor:
future1 = thread_executor.submit(self.tcp_lifecycle_with_loop)
future2 = thread_executor.submit(self.tcp_lifecycle_with_loop)
future1.result()
future2.result()
@gen_test
async def test_start_parallel_process_kernels(self):
await self.raw_tcp_lifecycle()
with concurrent.futures.ThreadPoolExecutor(max_workers=1) as thread_executor:
future1 = thread_executor.submit(self.tcp_lifecycle_with_loop)
with concurrent.futures.ProcessPoolExecutor(max_workers=1) as process_executor:
# Windows tests needs this target to be picklable:
future2 = process_executor.submit(self.raw_tcp_lifecycle_sync)
future2.result()
future1.result()
@gen_test
async def test_subclass_callables(self):
mkm = self._get_tcp_km_sub()
mkm.reset_counts()
kid = await mkm.start_kernel(stdout=PIPE, stderr=PIPE)
assert mkm.call_count("start_kernel") == 1
assert isinstance(mkm.get_kernel(kid), AsyncKMSubclass)
assert mkm.get_kernel(kid).call_count("start_kernel") == 1
assert mkm.get_kernel(kid).call_count("_async_launch_kernel") == 1
assert await mkm.is_alive(kid)
assert kid in mkm
assert kid in mkm.list_kernel_ids()
assert len(mkm) == 1, f"{len(mkm)} != {1}"
mkm.get_kernel(kid).reset_counts()
mkm.reset_counts()
await mkm.restart_kernel(kid, now=True)
assert mkm.call_count("restart_kernel") == 1
assert mkm.call_count("get_kernel") == 1
assert mkm.get_kernel(kid).call_count("restart_kernel") == 1
assert mkm.get_kernel(kid).call_count("_async_interrupt_kernel") == 1
assert mkm.get_kernel(kid).call_count("_async_kill_kernel") == 1
assert mkm.get_kernel(kid).call_count("_async_cleanup_resources") == 1
assert mkm.get_kernel(kid).call_count("_async_launch_kernel") == 1
assert await mkm.is_alive(kid)
assert kid in mkm.list_kernel_ids()
mkm.get_kernel(kid).reset_counts()
mkm.reset_counts()
await mkm.interrupt_kernel(kid)
assert mkm.call_count("interrupt_kernel") == 1
assert mkm.call_count("get_kernel") == 1
assert mkm.get_kernel(kid).call_count("interrupt_kernel") == 1
mkm.get_kernel(kid).reset_counts()
mkm.reset_counts()
k = mkm.get_kernel(kid)
assert isinstance(k, AsyncKMSubclass)
assert mkm.call_count("get_kernel") == 1
mkm.get_kernel(kid).reset_counts()
mkm.reset_counts()
await mkm.shutdown_all(now=True)
assert mkm.call_count("remove_kernel") == 1
assert mkm.call_count("_async_request_shutdown") == 0
assert mkm.call_count("_async_finish_shutdown") == 0
assert mkm.call_count("_async_cleanup_resources") == 0
assert kid not in mkm, f"{kid} not in {mkm}"
@gen_test
async def test_bad_kernelspec(self):
km = self._get_tcp_km()
install_kernel(
os.path.join(paths.jupyter_data_dir(), "kernels"),
argv=["non_existent_executable"],
name="bad",
)
with pytest.raises(FileNotFoundError):
await ensure_future(km.start_kernel(kernel_name="bad", stdout=PIPE, stderr=PIPE))
@gen_test
async def test_bad_kernelspec_pending(self):
km = self._get_pending_kernels_km()
install_kernel(
os.path.join(paths.jupyter_data_dir(), "kernels"),
argv=["non_existent_executable"],
name="bad",
)
kernel_id = await ensure_future(
km.start_kernel(kernel_name="bad", stdout=PIPE, stderr=PIPE)
)
with pytest.raises(FileNotFoundError):
await km.get_kernel(kernel_id).ready
assert kernel_id in km.list_kernel_ids()
await ensure_future(km.shutdown_kernel(kernel_id))
assert kernel_id not in km.list_kernel_ids()
@gen_test
async def test_stream_on_recv(self):
mkm = self._get_tcp_km()
kid = await mkm.start_kernel(stdout=PIPE, stderr=PIPE)
stream = mkm.connect_iopub(kid)
km = mkm.get_kernel(kid)
client = km.client()
session = km.session
called = False
def record_activity(msg_list):
nonlocal called
"""Record an IOPub message arriving from a kernel"""
idents, fed_msg_list = session.feed_identities(msg_list)
msg = session.deserialize(fed_msg_list, content=False)
msg_type = msg["header"]["msg_type"]
stream.send(msg)
called = True
stream.on_recv(record_activity)
while True:
await client.kernel_info(reply=True)
if called:
break
await asyncio.sleep(0.1)
client.stop_channels()
await km.shutdown_kernel(now=True)
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