Uploaded Test files

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Batuhan Berk Başoğlu 2020-11-12 11:05:57 -05:00
parent f584ad9d97
commit 2e81cb7d99
16627 changed files with 2065359 additions and 102444 deletions

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from .manager import IOLoopKernelManager, AsyncIOLoopKernelManager
from .restarter import IOLoopKernelRestarter, AsyncIOLoopKernelRestarter

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"""A kernel manager with a tornado IOLoop"""
# Copyright (c) Jupyter Development Team.
# Distributed under the terms of the Modified BSD License.
from tornado import ioloop
from zmq.eventloop.zmqstream import ZMQStream
from traitlets import (
Instance,
Type,
)
from jupyter_client.manager import KernelManager, AsyncKernelManager
from .restarter import IOLoopKernelRestarter, AsyncIOLoopKernelRestarter
def as_zmqstream(f):
def wrapped(self, *args, **kwargs):
socket = f(self, *args, **kwargs)
return ZMQStream(socket, self.loop)
return wrapped
class IOLoopKernelManager(KernelManager):
loop = Instance('tornado.ioloop.IOLoop')
def _loop_default(self):
return ioloop.IOLoop.current()
restarter_class = Type(
default_value=IOLoopKernelRestarter,
klass=IOLoopKernelRestarter,
help=(
'Type of KernelRestarter to use. '
'Must be a subclass of IOLoopKernelRestarter.\n'
'Override this to customize how kernel restarts are managed.'
),
config=True,
)
_restarter = Instance('jupyter_client.ioloop.IOLoopKernelRestarter', allow_none=True)
def start_restarter(self):
if self.autorestart and self.has_kernel:
if self._restarter is None:
self._restarter = self.restarter_class(
kernel_manager=self, loop=self.loop,
parent=self, log=self.log
)
self._restarter.start()
def stop_restarter(self):
if self.autorestart:
if self._restarter is not None:
self._restarter.stop()
connect_shell = as_zmqstream(KernelManager.connect_shell)
connect_control = as_zmqstream(KernelManager.connect_control)
connect_iopub = as_zmqstream(KernelManager.connect_iopub)
connect_stdin = as_zmqstream(KernelManager.connect_stdin)
connect_hb = as_zmqstream(KernelManager.connect_hb)
class AsyncIOLoopKernelManager(AsyncKernelManager):
loop = Instance('tornado.ioloop.IOLoop')
def _loop_default(self):
return ioloop.IOLoop.current()
restarter_class = Type(
default_value=AsyncIOLoopKernelRestarter,
klass=AsyncIOLoopKernelRestarter,
help=(
'Type of KernelRestarter to use. '
'Must be a subclass of AsyncIOLoopKernelManager.\n'
'Override this to customize how kernel restarts are managed.'
),
config=True,
)
_restarter = Instance('jupyter_client.ioloop.AsyncIOLoopKernelRestarter', allow_none=True)
def start_restarter(self):
if self.autorestart and self.has_kernel:
if self._restarter is None:
self._restarter = self.restarter_class(
kernel_manager=self, loop=self.loop,
parent=self, log=self.log
)
self._restarter.start()
def stop_restarter(self):
if self.autorestart:
if self._restarter is not None:
self._restarter.stop()
connect_shell = as_zmqstream(AsyncKernelManager.connect_shell)
connect_control = as_zmqstream(AsyncKernelManager.connect_control)
connect_iopub = as_zmqstream(AsyncKernelManager.connect_iopub)
connect_stdin = as_zmqstream(AsyncKernelManager.connect_stdin)
connect_hb = as_zmqstream(AsyncKernelManager.connect_hb)

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"""A basic in process kernel monitor with autorestarting.
This watches a kernel's state using KernelManager.is_alive and auto
restarts the kernel if it dies.
"""
# Copyright (c) Jupyter Development Team.
# Distributed under the terms of the Modified BSD License.
import warnings
from zmq.eventloop import ioloop
from jupyter_client.restarter import KernelRestarter
from traitlets import (
Instance,
)
class IOLoopKernelRestarter(KernelRestarter):
"""Monitor and autorestart a kernel."""
loop = Instance('tornado.ioloop.IOLoop')
def _loop_default(self):
warnings.warn("IOLoopKernelRestarter.loop is deprecated in jupyter-client 5.2",
DeprecationWarning, stacklevel=4,
)
return ioloop.IOLoop.current()
_pcallback = None
def start(self):
"""Start the polling of the kernel."""
if self._pcallback is None:
self._pcallback = ioloop.PeriodicCallback(
self.poll, 1000*self.time_to_dead,
)
self._pcallback.start()
def stop(self):
"""Stop the kernel polling."""
if self._pcallback is not None:
self._pcallback.stop()
self._pcallback = None
class AsyncIOLoopKernelRestarter(IOLoopKernelRestarter):
async def poll(self):
if self.debug:
self.log.debug('Polling kernel...')
is_alive = await self.kernel_manager.is_alive()
if not is_alive:
if self._restarting:
self._restart_count += 1
else:
self._restart_count = 1
if self._restart_count >= self.restart_limit:
self.log.warning("AsyncIOLoopKernelRestarter: restart failed")
self._fire_callbacks('dead')
self._restarting = False
self._restart_count = 0
self.stop()
else:
newports = self.random_ports_until_alive and self._initial_startup
self.log.info('AsyncIOLoopKernelRestarter: restarting kernel (%i/%i), %s random ports',
self._restart_count,
self.restart_limit,
'new' if newports else 'keep'
)
self._fire_callbacks('restart')
await self.kernel_manager.restart_kernel(now=True, newports=newports)
self._restarting = True
else:
if self._initial_startup:
self._initial_startup = False
if self._restarting:
self.log.debug("AsyncIOLoopKernelRestarter: restart apparently succeeded")
self._restarting = False