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Example of adding input transformers....
Example of adding input transformers. Closes gh-4709

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kernelapp.py
473 lines | 18.2 KiB | text/x-python | PythonLexer
MinRK
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r3970 """An Application for launching a kernel
Authors
-------
* MinRK
"""
#-----------------------------------------------------------------------------
# Copyright (C) 2011 The IPython Development Team
#
# Distributed under the terms of the BSD License. The full license is in
# the file COPYING.txt, distributed as part of this software.
#-----------------------------------------------------------------------------
#-----------------------------------------------------------------------------
# Imports
#-----------------------------------------------------------------------------
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r9357 from __future__ import print_function
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use IOLoop in ipkernel...
r6790 # Standard library imports
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r6889 import atexit
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r4986 import json
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r3970 import os
import sys
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r6790 import signal
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r3970
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r6790 # System library imports
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r3970 import zmq
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r6790 from zmq.eventloop import ioloop
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r9357 from zmq.eventloop.zmqstream import ZMQStream
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r3970
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r6790 # IPython imports
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r3970 from IPython.core.ultratb import FormattedTB
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rename core.newapplication -> core.application
r4023 from IPython.core.application import (
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r5214 BaseIPythonApplication, base_flags, base_aliases, catch_config_error
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r3970 )
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r9357 from IPython.core.profiledir import ProfileDir
from IPython.core.shellapp import (
InteractiveShellApp, shell_flags, shell_aliases
)
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r3970 from IPython.utils import io
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r12591 from IPython.utils.localinterfaces import localhost
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r4958 from IPython.utils.path import filefind
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r4967 from IPython.utils.py3compat import str_to_bytes
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r7321 from IPython.utils.traitlets import (
Any, Instance, Dict, Unicode, Integer, Bool, CaselessStrEnum,
DottedObjectName,
)
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r3970 from IPython.utils.importstring import import_item
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r9353 from IPython.kernel import write_connection_file
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r9357
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r3970 # local imports
Thomas Kluyver
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r13347 from .heartbeat import Heartbeat
from .ipkernel import Kernel
from .parentpoller import ParentPollerUnix, ParentPollerWindows
from .session import (
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r4962 Session, session_flags, session_aliases, default_secure,
)
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r13347 from .zmqshell import ZMQInteractiveShell
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r3970
#-----------------------------------------------------------------------------
# Flags and Aliases
#-----------------------------------------------------------------------------
kernel_aliases = dict(base_aliases)
kernel_aliases.update({
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r9357 'ip' : 'IPKernelApp.ip',
'hb' : 'IPKernelApp.hb_port',
'shell' : 'IPKernelApp.shell_port',
'iopub' : 'IPKernelApp.iopub_port',
'stdin' : 'IPKernelApp.stdin_port',
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r10296 'control' : 'IPKernelApp.control_port',
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r9357 'f' : 'IPKernelApp.connection_file',
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r11064 'parent': 'IPKernelApp.parent_handle',
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r9357 'transport': 'IPKernelApp.transport',
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r3970 })
if sys.platform.startswith('win'):
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r9516 kernel_aliases['interrupt'] = 'IPKernelApp.interrupt'
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r3970
kernel_flags = dict(base_flags)
kernel_flags.update({
'no-stdout' : (
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r9357 {'IPKernelApp' : {'no_stdout' : True}},
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r3970 "redirect stdout to the null device"),
'no-stderr' : (
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r9357 {'IPKernelApp' : {'no_stderr' : True}},
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r3970 "redirect stderr to the null device"),
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r9357 'pylab' : (
{'IPKernelApp' : {'pylab' : 'auto'}},
"""Pre-load matplotlib and numpy for interactive use with
the default matplotlib backend."""),
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r3970 })
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r9357 # inherit flags&aliases for any IPython shell apps
kernel_aliases.update(shell_aliases)
kernel_flags.update(shell_flags)
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r4962 # inherit flags&aliases for Sessions
kernel_aliases.update(session_aliases)
kernel_flags.update(session_flags)
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r11654 _ctrl_c_message = """\
NOTE: When using the `ipython kernel` entry point, Ctrl-C will not work.
To exit, you will have to explicitly quit this process, by either sending
"quit" from a client, or using Ctrl-\\ in UNIX-like environments.
To read more about this, see https://github.com/ipython/ipython/issues/2049
"""
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r3970 #-----------------------------------------------------------------------------
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r9357 # Application class for starting an IPython Kernel
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r3970 #-----------------------------------------------------------------------------
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r9357 class IPKernelApp(BaseIPythonApplication, InteractiveShellApp):
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r6806 name='ipkernel'
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r3970 aliases = Dict(kernel_aliases)
flags = Dict(kernel_flags)
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r9357 classes = [Kernel, ZMQInteractiveShell, ProfileDir, Session]
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r3970 # the kernel class, as an importstring
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r10046 kernel_class = DottedObjectName('IPython.kernel.zmq.ipkernel.Kernel', config=True,
help="""The Kernel subclass to be used.
This should allow easy re-use of the IPKernelApp entry point
to configure and launch kernels other than IPython's own.
""")
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r3970 kernel = Any()
poller = Any() # don't restrict this even though current pollers are all Threads
heartbeat = Instance(Heartbeat)
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r9372 session = Instance('IPython.kernel.zmq.session.Session')
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r3970 ports = Dict()
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r4118
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r11409 # ipkernel doesn't get its own config file
def _config_file_name_default(self):
return 'ipython_config.py'
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r4118 # inherit config file name from parent:
parent_appname = Unicode(config=True)
def _parent_appname_changed(self, name, old, new):
if self.config_file_specified:
# it was manually specified, ignore
return
self.config_file_name = new.replace('-','_') + u'_config.py'
# don't let this count as specifying the config file
MinRK
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r11278 self.config_file_specified.remove(self.config_file_name)
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r4118
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r3970 # connection info:
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r7321 transport = CaselessStrEnum(['tcp', 'ipc'], default_value='tcp', config=True)
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r9175 ip = Unicode(config=True,
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r3970 help="Set the IP or interface on which the kernel will listen.")
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r9175 def _ip_default(self):
if self.transport == 'ipc':
if self.connection_file:
return os.path.splitext(self.abs_connection_file)[0] + '-ipc'
else:
return 'kernel-ipc'
else:
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r12591 return localhost()
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r5344 hb_port = Integer(0, config=True, help="set the heartbeat port [default: random]")
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r7538 shell_port = Integer(0, config=True, help="set the shell (ROUTER) port [default: random]")
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r5344 iopub_port = Integer(0, config=True, help="set the iopub (PUB) port [default: random]")
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r10296 stdin_port = Integer(0, config=True, help="set the stdin (ROUTER) port [default: random]")
control_port = Integer(0, config=True, help="set the control (ROUTER) port [default: random]")
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r4958 connection_file = Unicode('', config=True,
help="""JSON file in which to store connection info [default: kernel-<pid>.json]
This file will contain the IP, ports, and authentication key needed to connect
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r9175 clients to this kernel. By default, this file will be created in the security dir
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r4958 of the current profile, but can be specified by absolute path.
""")
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r9175 @property
def abs_connection_file(self):
if os.path.basename(self.connection_file) == self.connection_file:
return os.path.join(self.profile_dir.security_dir, self.connection_file)
else:
return self.connection_file
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r3970
# streams, etc.
no_stdout = Bool(False, config=True, help="redirect stdout to the null device")
no_stderr = Bool(False, config=True, help="redirect stderr to the null device")
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r9372 outstream_class = DottedObjectName('IPython.kernel.zmq.iostream.OutStream',
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r4055 config=True, help="The importstring for the OutStream factory")
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r9372 displayhook_class = DottedObjectName('IPython.kernel.zmq.displayhook.ZMQDisplayHook',
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r4055 config=True, help="The importstring for the DisplayHook factory")
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r3970
# polling
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r11064 parent_handle = Integer(0, config=True,
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r3970 help="""kill this process if its parent dies. On Windows, the argument
specifies the HANDLE of the parent process, otherwise it is simply boolean.
""")
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r5344 interrupt = Integer(0, config=True,
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r3970 help="""ONLY USED ON WINDOWS
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r9175 Interrupt this process when the parent is signaled.
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r3970 """)
def init_crash_handler(self):
# Install minimal exception handling
sys.excepthook = FormattedTB(mode='Verbose', color_scheme='NoColor',
ostream=sys.__stdout__)
def init_poller(self):
if sys.platform == 'win32':
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r11064 if self.interrupt or self.parent_handle:
self.poller = ParentPollerWindows(self.interrupt, self.parent_handle)
elif self.parent_handle:
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r3970 self.poller = ParentPollerUnix()
def _bind_socket(self, s, port):
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r7321 iface = '%s://%s' % (self.transport, self.ip)
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r9175 if self.transport == 'tcp':
if port <= 0:
port = s.bind_to_random_port(iface)
else:
s.bind("tcp://%s:%i" % (self.ip, port))
elif self.transport == 'ipc':
if port <= 0:
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r9243 port = 1
path = "%s-%i" % (self.ip, port)
while os.path.exists(path):
port = port + 1
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r9175 path = "%s-%i" % (self.ip, port)
else:
path = "%s-%i" % (self.ip, port)
s.bind("ipc://%s" % path)
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r3970 return port
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r4958 def load_connection_file(self):
"""load ip/port/hmac config from JSON connection file"""
try:
fname = filefind(self.connection_file, ['.', self.profile_dir.security_dir])
except IOError:
self.log.debug("Connection file not found: %s", self.connection_file)
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r6889 # This means I own it, so I will clean it up:
atexit.register(self.cleanup_connection_file)
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r4958 return
self.log.debug(u"Loading connection file %s", fname)
with open(fname) as f:
s = f.read()
cfg = json.loads(s)
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r7321 self.transport = cfg.get('transport', self.transport)
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r9175 if self.ip == self._ip_default() and 'ip' in cfg:
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r4958 # not overridden by config or cl_args
self.ip = cfg['ip']
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r10296 for channel in ('hb', 'shell', 'iopub', 'stdin', 'control'):
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r4958 name = channel + '_port'
if getattr(self, name) == 0 and name in cfg:
# not overridden by config or cl_args
setattr(self, name, cfg[name])
if 'key' in cfg:
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r4967 self.config.Session.key = str_to_bytes(cfg['key'])
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r4958
def write_connection_file(self):
"""write connection info to JSON file"""
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r9175 cf = self.abs_connection_file
self.log.debug("Writing connection file: %s", cf)
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r7321 write_connection_file(cf, ip=self.ip, key=self.session.key, transport=self.transport,
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r4958 shell_port=self.shell_port, stdin_port=self.stdin_port, hb_port=self.hb_port,
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r10296 iopub_port=self.iopub_port, control_port=self.control_port)
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def cleanup_connection_file(self):
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r9175 cf = self.abs_connection_file
self.log.debug("Cleaning up connection file: %s", cf)
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r6889 try:
os.remove(cf)
except (IOError, OSError):
pass
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r7321
Brian Granger
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r9119 self.cleanup_ipc_files()
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r7321
Brian Granger
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r9119 def cleanup_ipc_files(self):
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r7321 """cleanup ipc files if we wrote them"""
if self.transport != 'ipc':
return
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r10296 for port in (self.shell_port, self.iopub_port, self.stdin_port, self.hb_port, self.control_port):
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r7321 ipcfile = "%s-%i" % (self.ip, port)
try:
os.remove(ipcfile)
except (IOError, OSError):
pass
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r4958
def init_connection_file(self):
if not self.connection_file:
self.connection_file = "kernel-%s.json"%os.getpid()
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r4986 try:
self.load_connection_file()
except Exception:
self.log.error("Failed to load connection file: %r", self.connection_file, exc_info=True)
self.exit(1)
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r4962
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r3970 def init_sockets(self):
# Create a context, a session, and the kernel sockets.
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r4240 self.log.info("Starting the kernel at pid: %i", os.getpid())
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r3970 context = zmq.Context.instance()
# Uncomment this to try closing the context.
# atexit.register(context.term)
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r4725 self.shell_socket = context.socket(zmq.ROUTER)
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r3970 self.shell_port = self._bind_socket(self.shell_socket, self.shell_port)
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r10296 self.log.debug("shell ROUTER Channel on port: %i" % self.shell_port)
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r3970
self.iopub_socket = context.socket(zmq.PUB)
self.iopub_port = self._bind_socket(self.iopub_socket, self.iopub_port)
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r10296 self.log.debug("iopub PUB Channel on port: %i" % self.iopub_port)
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r3970
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r4952 self.stdin_socket = context.socket(zmq.ROUTER)
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r3970 self.stdin_port = self._bind_socket(self.stdin_socket, self.stdin_port)
MinRK
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r10296 self.log.debug("stdin ROUTER Channel on port: %i" % self.stdin_port)
self.control_socket = context.socket(zmq.ROUTER)
self.control_port = self._bind_socket(self.control_socket, self.control_port)
self.log.debug("control ROUTER Channel on port: %i" % self.control_port)
MinRK
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r6885
def init_heartbeat(self):
"""start the heart beating"""
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r5883 # heartbeat doesn't share context, because it mustn't be blocked
# by the GIL, which is accessed by libzmq when freeing zero-copy messages
hb_ctx = zmq.Context()
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r7321 self.heartbeat = Heartbeat(hb_ctx, (self.transport, self.ip, self.hb_port))
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r3970 self.hb_port = self.heartbeat.port
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r10296 self.log.debug("Heartbeat REP Channel on port: %i" % self.hb_port)
MinRK
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r6826 self.heartbeat.start()
MinRK
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r6885
def log_connection_info(self):
"""display connection info, and store ports"""
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r4980 basename = os.path.basename(self.connection_file)
if basename == self.connection_file or \
os.path.dirname(self.connection_file) == self.profile_dir.security_dir:
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r4958 # use shortname
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r4980 tail = basename
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r4958 if self.profile != 'default':
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r4980 tail += " --profile %s" % self.profile
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r4958 else:
tail = self.connection_file
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r10563 lines = [
"To connect another client to this kernel, use:",
" --existing %s" % tail,
]
# log connection info
# info-level, so often not shown.
# frontends should use the %connect_info magic
# to see the connection info
for line in lines:
self.log.info(line)
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r11064 # also raw print to the terminal if no parent_handle (`ipython kernel`)
if not self.parent_handle:
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r11654 io.rprint(_ctrl_c_message)
MinRK
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r10563 for line in lines:
io.rprint(line)
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r3970
self.ports = dict(shell=self.shell_port, iopub=self.iopub_port,
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r10296 stdin=self.stdin_port, hb=self.hb_port,
control=self.control_port)
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r3970
def init_session(self):
"""create our session object"""
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r4962 default_secure(self.config)
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r11064 self.session = Session(parent=self, username=u'kernel')
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r3970
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r4112 def init_blackhole(self):
"""redirects stdout/stderr to devnull if necessary"""
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r3970 if self.no_stdout or self.no_stderr:
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r6650 blackhole = open(os.devnull, 'w')
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r3970 if self.no_stdout:
sys.stdout = sys.__stdout__ = blackhole
if self.no_stderr:
sys.stderr = sys.__stderr__ = blackhole
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r4112
def init_io(self):
"""Redirect input streams and set a display hook."""
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r3970 if self.outstream_class:
outstream_factory = import_item(str(self.outstream_class))
sys.stdout = outstream_factory(self.session, self.iopub_socket, u'stdout')
sys.stderr = outstream_factory(self.session, self.iopub_socket, u'stderr')
if self.displayhook_class:
displayhook_factory = import_item(str(self.displayhook_class))
sys.displayhook = displayhook_factory(self.session, self.iopub_socket)
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r6790 def init_signal(self):
signal.signal(signal.SIGINT, signal.SIG_IGN)
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r3970 def init_kernel(self):
"""Create the Kernel object itself"""
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r9357 shell_stream = ZMQStream(self.shell_socket)
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r10296 control_stream = ZMQStream(self.control_socket)
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r10046
kernel_factory = import_item(str(self.kernel_class))
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r9357
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r11064 kernel = kernel_factory(parent=self, session=self.session,
MinRK
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r10296 shell_streams=[shell_stream, control_stream],
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r3970 iopub_socket=self.iopub_socket,
stdin_socket=self.stdin_socket,
MinRK
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r9357 log=self.log,
profile_dir=self.profile_dir,
Thomas Kluyver
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r12160 user_ns=self.user_ns,
MinRK
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r3970 )
MinRK
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r9357 kernel.record_ports(self.ports)
self.kernel = kernel
def init_gui_pylab(self):
"""Enable GUI event loop integration, taking pylab into account."""
# Provide a wrapper for :meth:`InteractiveShellApp.init_gui_pylab`
# to ensure that any exception is printed straight to stderr.
# Normally _showtraceback associates the reply with an execution,
# which means frontends will never draw it, as this exception
# is not associated with any execute request.
shell = self.shell
_showtraceback = shell._showtraceback
try:
# replace pyerr-sending traceback with stderr
def print_tb(etype, evalue, stb):
print ("GUI event loop or pylab initialization failed",
file=io.stderr)
print (shell.InteractiveTB.stb2text(stb), file=io.stderr)
shell._showtraceback = print_tb
InteractiveShellApp.init_gui_pylab(self)
finally:
shell._showtraceback = _showtraceback
def init_shell(self):
self.shell = self.kernel.shell
self.shell.configurables.append(self)
MinRK
zmq kernels now started via newapp
r3970
MinRK
catch_config -> catch_config_error
r5214 @catch_config_error
MinRK
zmq kernels now started via newapp
r3970 def initialize(self, argv=None):
MinRK
move IPKernelApp from zmq.ipkernel to zmq.kernelapp...
r9357 super(IPKernelApp, self).initialize(argv)
Min RK
fix ipython-qtconsole when run as a GUI script
r4112 self.init_blackhole()
MinRK
use connection files instead of ports to connect to kernels...
r4958 self.init_connection_file()
MinRK
zmq kernels now started via newapp
r3970 self.init_session()
self.init_poller()
self.init_sockets()
MinRK
split init_sockets into a few steps, so they can be better reused
r6885 self.init_heartbeat()
# writing/displaying connection info must be *after* init_sockets/heartbeat
self.log_connection_info()
MinRK
use connection files instead of ports to connect to kernels...
r4958 self.write_connection_file()
MinRK
zmq kernels now started via newapp
r3970 self.init_io()
MinRK
use IOLoop in ipkernel...
r6790 self.init_signal()
MinRK
zmq kernels now started via newapp
r3970 self.init_kernel()
MinRK
move IPKernelApp from zmq.ipkernel to zmq.kernelapp...
r9357 # shell init steps
self.init_path()
self.init_shell()
self.init_gui_pylab()
self.init_extensions()
self.init_code()
MinRK
flush messages printed during startup...
r5361 # flush stdout/stderr, so that anything written to these streams during
# initialization do not get associated with the first execution request
sys.stdout.flush()
sys.stderr.flush()
MinRK
zmq kernels now started via newapp
r3970
def start(self):
if self.poller is not None:
self.poller.start()
MinRK
use IOLoop in ipkernel...
r6790 self.kernel.start()
MinRK
zmq kernels now started via newapp
r3970 try:
MinRK
use IOLoop in ipkernel...
r6790 ioloop.IOLoop.instance().start()
MinRK
zmq kernels now started via newapp
r3970 except KeyboardInterrupt:
pass
MinRK
code updates per review of PR #454
r4021
Thomas Kluyver
Fix IPython.start_kernel()...
r12158 launch_new_instance = IPKernelApp.launch_instance
MinRK
move IPKernelApp from zmq.ipkernel to zmq.kernelapp...
r9357
def main():
"""Run an IPKernel as an application"""
app = IPKernelApp.instance()
app.initialize()
app.start()
if __name__ == '__main__':
main()