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Update wrapperkernels.rst...
Update wrapperkernels.rst Fixed typo experssions -> expressions. This page also needs to mention the command to get started: ```shell ipython console --kernel echo ``` And needs to point to creating a profile to use the EchoKernel in a notebook.

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connect.py
576 lines | 19.6 KiB | text/x-python | PythonLexer
MinRK
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r9355 """Utilities for connecting to kernels
MinRK
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r9351
Thomas Kluyver
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r16640 The :class:`ConnectionFileMixin` class in this module encapsulates the logic
related to writing and reading connections files.
MinRK
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r9351 """
Paul Ivanov
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r16497 # Copyright (c) IPython Development Team.
# Distributed under the terms of the Modified BSD License.
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r9351
#-----------------------------------------------------------------------------
# Imports
#-----------------------------------------------------------------------------
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r10324 from __future__ import absolute_import
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r9351 import glob
import json
import os
MinRK
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r9352 import socket
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r9351 import sys
from getpass import getpass
from subprocess import Popen, PIPE
MinRK
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r9352 import tempfile
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r9351
MinRK
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r10324 import zmq
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r9351
# IPython imports
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r16732 from IPython.config import LoggingConfigurable
MinRK
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r9351 from IPython.core.profiledir import ProfileDir
MinRK
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r12591 from IPython.utils.localinterfaces import localhost
MinRK
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r9351 from IPython.utils.path import filefind, get_ipython_dir
Thomas Kluyver
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r13353 from IPython.utils.py3compat import (str_to_bytes, bytes_to_str, cast_bytes_py2,
string_types)
MinRK
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r10285 from IPython.utils.traitlets import (
MinRK
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r16731 Bool, Integer, Unicode, CaselessStrEnum, Instance,
MinRK
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r10285 )
MinRK
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r9351
#-----------------------------------------------------------------------------
MinRK
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r9352 # Working with Connection Files
MinRK
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r9351 #-----------------------------------------------------------------------------
MinRK
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r9352 def write_connection_file(fname=None, shell_port=0, iopub_port=0, stdin_port=0, hb_port=0,
MinRK
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r12591 control_port=0, ip='', key=b'', transport='tcp',
MinRK
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r11656 signature_scheme='hmac-sha256',
):
MinRK
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r9352 """Generates a JSON config file, including the selection of random ports.
Parameters
----------
fname : unicode
The path to the file to write
shell_port : int, optional
MinRK
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r10328 The port to use for ROUTER (shell) channel.
MinRK
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r9352
iopub_port : int, optional
The port to use for the SUB channel.
stdin_port : int, optional
MinRK
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r10296 The port to use for the ROUTER (raw input) channel.
control_port : int, optional
MinRK
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r10328 The port to use for the ROUTER (control) channel.
MinRK
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r9352
hb_port : int, optional
MinRK
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r10328 The port to use for the heartbeat REP channel.
MinRK
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r9352
ip : str, optional
The ip address the kernel will bind to.
key : str, optional
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r11656 The Session key used for message authentication.
signature_scheme : str, optional
The scheme used for message authentication.
This has the form 'digest-hash', where 'digest'
is the scheme used for digests, and 'hash' is the name of the hash function
used by the digest scheme.
Currently, 'hmac' is the only supported digest scheme,
and 'sha256' is the default hash function.
MinRK
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r9352
"""
MinRK
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r12591 if not ip:
ip = localhost()
MinRK
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r9352 # default to temporary connector file
if not fname:
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r15372 fd, fname = tempfile.mkstemp('.json')
os.close(fd)
MinRK
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r9352
# Find open ports as necessary.
ports = []
MinRK
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r10296 ports_needed = int(shell_port <= 0) + \
int(iopub_port <= 0) + \
int(stdin_port <= 0) + \
int(control_port <= 0) + \
int(hb_port <= 0)
MinRK
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r9352 if transport == 'tcp':
for i in range(ports_needed):
sock = socket.socket()
MinRK
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r15549 # struct.pack('ii', (0,0)) is 8 null bytes
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r15527 sock.setsockopt(socket.SOL_SOCKET, socket.SO_LINGER, b'\0' * 8)
MinRK
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r9352 sock.bind(('', 0))
ports.append(sock)
for i, sock in enumerate(ports):
port = sock.getsockname()[1]
sock.close()
ports[i] = port
else:
N = 1
for i in range(ports_needed):
while os.path.exists("%s-%s" % (ip, str(N))):
N += 1
ports.append(N)
N += 1
if shell_port <= 0:
shell_port = ports.pop(0)
if iopub_port <= 0:
iopub_port = ports.pop(0)
if stdin_port <= 0:
stdin_port = ports.pop(0)
MinRK
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r10296 if control_port <= 0:
control_port = ports.pop(0)
MinRK
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r9352 if hb_port <= 0:
hb_port = ports.pop(0)
cfg = dict( shell_port=shell_port,
iopub_port=iopub_port,
stdin_port=stdin_port,
MinRK
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r10296 control_port=control_port,
MinRK
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r9352 hb_port=hb_port,
)
cfg['ip'] = ip
cfg['key'] = bytes_to_str(key)
cfg['transport'] = transport
MinRK
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r11656 cfg['signature_scheme'] = signature_scheme
MinRK
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r9352
with open(fname, 'w') as f:
f.write(json.dumps(cfg, indent=2))
return fname, cfg
MinRK
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r9351 def get_connection_file(app=None):
"""Return the path to the connection file of an app
Parameters
----------
MinRK
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r9516 app : IPKernelApp instance [optional]
MinRK
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r9351 If unspecified, the currently running app will be used
"""
if app is None:
MinRK
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r9372 from IPython.kernel.zmq.kernelapp import IPKernelApp
MinRK
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r9351 if not IPKernelApp.initialized():
raise RuntimeError("app not specified, and not in a running Kernel")
app = IPKernelApp.instance()
return filefind(app.connection_file, ['.', app.profile_dir.security_dir])
MinRK
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r9352
MinRK
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r9351 def find_connection_file(filename, profile=None):
"""find a connection file, and return its absolute path.
The current working directory and the profile's security
directory will be searched for the file if it is not given by
absolute path.
If profile is unspecified, then the current running application's
profile will be used, or 'default', if not run from IPython.
If the argument does not match an existing file, it will be interpreted as a
fileglob, and the matching file in the profile's security dir with
the latest access time will be used.
Parameters
----------
filename : str
The connection file or fileglob to search for.
profile : str [optional]
The name of the profile to use when searching for the connection file,
if different from the current IPython session or 'default'.
Returns
-------
str : The absolute path of the connection file.
"""
from IPython.core.application import BaseIPythonApplication as IPApp
try:
# quick check for absolute path, before going through logic
return filefind(filename)
except IOError:
pass
if profile is None:
# profile unspecified, check if running from an IPython app
if IPApp.initialized():
app = IPApp.instance()
profile_dir = app.profile_dir
else:
# not running in IPython, use default profile
profile_dir = ProfileDir.find_profile_dir_by_name(get_ipython_dir(), 'default')
else:
# find profiledir by profile name:
profile_dir = ProfileDir.find_profile_dir_by_name(get_ipython_dir(), profile)
security_dir = profile_dir.security_dir
try:
# first, try explicit name
return filefind(filename, ['.', security_dir])
except IOError:
pass
# not found by full name
if '*' in filename:
# given as a glob already
pat = filename
else:
# accept any substring match
pat = '*%s*' % filename
matches = glob.glob( os.path.join(security_dir, pat) )
if not matches:
raise IOError("Could not find %r in %r" % (filename, security_dir))
elif len(matches) == 1:
return matches[0]
else:
# get most recent match, by access time:
return sorted(matches, key=lambda f: os.stat(f).st_atime)[-1]
MinRK
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r9352
MinRK
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r9351 def get_connection_info(connection_file=None, unpack=False, profile=None):
"""Return the connection information for the current Kernel.
Parameters
----------
connection_file : str [optional]
The connection file to be used. Can be given by absolute path, or
IPython will search in the security directory of a given profile.
If run from IPython,
If unspecified, the connection file for the currently running
IPython Kernel will be used, which is only allowed from inside a kernel.
unpack : bool [default: False]
if True, return the unpacked dict, otherwise just the string contents
of the file.
profile : str [optional]
The name of the profile to use when searching for the connection file,
if different from the current IPython session or 'default'.
Returns
-------
The connection dictionary of the current kernel, as string or dict,
depending on `unpack`.
"""
if connection_file is None:
# get connection file from current kernel
cf = get_connection_file()
else:
# connection file specified, allow shortnames:
cf = find_connection_file(connection_file, profile=profile)
with open(cf) as f:
info = f.read()
if unpack:
info = json.loads(info)
# ensure key is bytes:
info['key'] = str_to_bytes(info.get('key', ''))
return info
MinRK
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r9352
MinRK
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r9351 def connect_qtconsole(connection_file=None, argv=None, profile=None):
"""Connect a qtconsole to the current kernel.
This is useful for connecting a second qtconsole to a kernel, or to a
local notebook.
Parameters
----------
connection_file : str [optional]
The connection file to be used. Can be given by absolute path, or
IPython will search in the security directory of a given profile.
If run from IPython,
If unspecified, the connection file for the currently running
IPython Kernel will be used, which is only allowed from inside a kernel.
argv : list [optional]
Any extra args to be passed to the console.
profile : str [optional]
The name of the profile to use when searching for the connection file,
if different from the current IPython session or 'default'.
Returns
-------
Thomas Kluyver
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r16640 :class:`subprocess.Popen` instance running the qtconsole frontend
MinRK
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r9351 """
argv = [] if argv is None else argv
if connection_file is None:
# get connection file from current kernel
cf = get_connection_file()
else:
cf = find_connection_file(connection_file, profile=profile)
cmd = ';'.join([
Fernando Perez
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r11024 "from IPython.qt.console import qtconsoleapp",
MinRK
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r9351 "qtconsoleapp.main()"
])
MinRK
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r10336 return Popen([sys.executable, '-c', cmd, '--existing', cf] + argv,
MinRK
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r12180 stdout=PIPE, stderr=PIPE, close_fds=(sys.platform != 'win32'),
MinRK
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r10336 )
MinRK
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r9351
MinRK
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r9352
MinRK
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r9351 def tunnel_to_kernel(connection_info, sshserver, sshkey=None):
"""tunnel connections to a kernel via ssh
This will open four SSH tunnels from localhost on this machine to the
ports associated with the kernel. They can be either direct
localhost-localhost tunnels, or if an intermediate server is necessary,
the kernel must be listening on a public IP.
Parameters
----------
connection_info : dict or str (path)
Either a connection dict, or the path to a JSON connection file
sshserver : str
The ssh sever to use to tunnel to the kernel. Can be a full
`user@server:port` string. ssh config aliases are respected.
sshkey : str [optional]
Path to file containing ssh key to use for authentication.
Only necessary if your ssh config does not already associate
a keyfile with the host.
Returns
-------
(shell, iopub, stdin, hb) : ints
The four ports on localhost that have been forwarded to the kernel.
"""
MinRK
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r17054 from zmq.ssh import tunnel
Thomas Kluyver
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r13353 if isinstance(connection_info, string_types):
MinRK
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r9351 # it's a path, unpack it
with open(connection_info) as f:
connection_info = json.loads(f.read())
cf = connection_info
lports = tunnel.select_random_ports(4)
rports = cf['shell_port'], cf['iopub_port'], cf['stdin_port'], cf['hb_port']
remote_ip = cf['ip']
if tunnel.try_passwordless_ssh(sshserver, sshkey):
password=False
else:
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r12893 password = getpass("SSH Password for %s: " % cast_bytes_py2(sshserver))
MinRK
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r9351
for lp,rp in zip(lports, rports):
tunnel.ssh_tunnel(lp, rp, sshserver, remote_ip, sshkey, password)
return tuple(lports)
MinRK
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r9352
MinRK
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r10285
#-----------------------------------------------------------------------------
MinRK
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r10324 # Mixin for classes that work with connection files
MinRK
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r10285 #-----------------------------------------------------------------------------
MinRK
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r10324
channel_socket_types = {
'hb' : zmq.REQ,
'shell' : zmq.DEALER,
'iopub' : zmq.SUB,
'stdin' : zmq.DEALER,
'control': zmq.DEALER,
}
MinRK
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r10296 port_names = [ "%s_port" % channel for channel in ('shell', 'stdin', 'iopub', 'hb', 'control')]
MinRK
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r10285
MinRK
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r16732 class ConnectionFileMixin(LoggingConfigurable):
MinRK
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r10285 """Mixin for configurable classes that work with connection files"""
# The addresses for the communication channels
Paul Ivanov
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r16503 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
clients to this kernel. By default, this file will be created in the security dir
of the current profile, but can be specified by absolute path.
""")
MinRK
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r10285 _connection_file_written = Bool(False)
transport = CaselessStrEnum(['tcp', 'ipc'], default_value='tcp', config=True)
MinRK
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r12591 ip = Unicode(config=True,
MinRK
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r10285 help="""Set the kernel\'s IP address [default localhost].
If the IP address is something other than localhost, then
Consoles on other machines will be able to connect
to the Kernel, so be careful!"""
)
def _ip_default(self):
if self.transport == 'ipc':
if self.connection_file:
return os.path.splitext(self.connection_file)[0] + '-ipc'
else:
return 'kernel-ipc'
else:
MinRK
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r12591 return localhost()
MinRK
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r10285
def _ip_changed(self, name, old, new):
if new == '*':
self.ip = '0.0.0.0'
# protected traits
Paul Ivanov
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r16504 hb_port = Integer(0, config=True,
help="set the heartbeat port [default: random]")
shell_port = Integer(0, config=True,
help="set the shell (ROUTER) port [default: random]")
iopub_port = Integer(0, config=True,
help="set the iopub (PUB) port [default: random]")
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]")
MinRK
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r10285
MinRK
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r10296 @property
def ports(self):
return [ getattr(self, name) for name in port_names ]
MinRK
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r16731 # The Session to use for communication with the kernel.
session = Instance('IPython.kernel.zmq.session.Session')
def _session_default(self):
from IPython.kernel.zmq.session import Session
return Session(parent=self)
MinRK
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r10285 #--------------------------------------------------------------------------
# Connection and ipc file management
#--------------------------------------------------------------------------
MinRK
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r10296 def get_connection_info(self):
"""return the connection info as a dict"""
return dict(
transport=self.transport,
ip=self.ip,
shell_port=self.shell_port,
iopub_port=self.iopub_port,
stdin_port=self.stdin_port,
hb_port=self.hb_port,
control_port=self.control_port,
MinRK
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r11840 signature_scheme=self.session.signature_scheme,
MinRK
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r11816 key=self.session.key,
MinRK
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r10296 )
MinRK
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r10285 def cleanup_connection_file(self):
"""Cleanup connection file *if we wrote it*
Will not raise if the connection file was already removed somehow.
"""
if self._connection_file_written:
# cleanup connection files on full shutdown of kernel we started
self._connection_file_written = False
try:
os.remove(self.connection_file)
except (IOError, OSError, AttributeError):
pass
def cleanup_ipc_files(self):
"""Cleanup ipc files if we wrote them."""
if self.transport != 'ipc':
return
MinRK
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r10296 for port in self.ports:
MinRK
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r10285 ipcfile = "%s-%i" % (self.ip, port)
try:
os.remove(ipcfile)
except (IOError, OSError):
pass
def write_connection_file(self):
"""Write connection info to JSON dict in self.connection_file."""
Pankaj Pandey
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r15680 if self._connection_file_written and os.path.exists(self.connection_file):
MinRK
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r10285 return
MinRK
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r10296
self.connection_file, cfg = write_connection_file(self.connection_file,
MinRK
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r10285 transport=self.transport, ip=self.ip, key=self.session.key,
stdin_port=self.stdin_port, iopub_port=self.iopub_port,
MinRK
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r10296 shell_port=self.shell_port, hb_port=self.hb_port,
control_port=self.control_port,
MinRK
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r11816 signature_scheme=self.session.signature_scheme,
MinRK
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r10296 )
MinRK
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r10285 # write_connection_file also sets default ports:
MinRK
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r10296 for name in port_names:
setattr(self, name, cfg[name])
MinRK
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r10285
self._connection_file_written = True
def load_connection_file(self):
"""Load connection info from JSON dict in self.connection_file."""
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r16497 self.log.debug(u"Loading connection file %s", self.connection_file)
MinRK
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r10285 with open(self.connection_file) as f:
Paul Ivanov
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r16497 cfg = json.load(f)
Paul Ivanov
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r16501 self.transport = cfg.get('transport', self.transport)
self.ip = cfg.get('ip', self._ip_default())
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r16497
MinRK
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r10296 for name in port_names:
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r16497 if getattr(self, name) == 0 and name in cfg:
# not overridden by config or cl_args
setattr(self, name, cfg[name])
MinRK
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r16729
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r11656 if 'key' in cfg:
MinRK
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r16731 self.session.key = str_to_bytes(cfg['key'])
Paul Ivanov
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r16497 if 'signature_scheme' in cfg:
MinRK
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r16731 self.session.signature_scheme = cfg['signature_scheme']
MinRK
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r16729
MinRK
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r10324 #--------------------------------------------------------------------------
# Creating connected sockets
#--------------------------------------------------------------------------
def _make_url(self, channel):
"""Make a ZeroMQ URL for a given channel."""
transport = self.transport
ip = self.ip
port = getattr(self, '%s_port' % channel)
if transport == 'tcp':
return "tcp://%s:%i" % (ip, port)
else:
return "%s://%s-%s" % (transport, ip, port)
def _create_connected_socket(self, channel, identity=None):
"""Create a zmq Socket and connect it to the kernel."""
url = self._make_url(channel)
socket_type = channel_socket_types[channel]
MinRK
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r14645 self.log.debug("Connecting to: %s" % url)
MinRK
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r10324 sock = self.context.socket(socket_type)
MinRK
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r16526 # set linger to 1s to prevent hangs at exit
sock.linger = 1000
MinRK
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r10324 if identity:
sock.identity = identity
sock.connect(url)
return sock
def connect_iopub(self, identity=None):
"""return zmq Socket connected to the IOPub channel"""
sock = self._create_connected_socket('iopub', identity=identity)
sock.setsockopt(zmq.SUBSCRIBE, b'')
return sock
def connect_shell(self, identity=None):
"""return zmq Socket connected to the Shell channel"""
return self._create_connected_socket('shell', identity=identity)
def connect_stdin(self, identity=None):
"""return zmq Socket connected to the StdIn channel"""
return self._create_connected_socket('stdin', identity=identity)
def connect_hb(self, identity=None):
"""return zmq Socket connected to the Heartbeat channel"""
return self._create_connected_socket('hb', identity=identity)
def connect_control(self, identity=None):
"""return zmq Socket connected to the Heartbeat channel"""
return self._create_connected_socket('control', identity=identity)
MinRK
split KernelManager into KernelManager + KernelClient
r10285
MinRK
define and test IPython.kernel public API
r9376 __all__ = [
'write_connection_file',
'get_connection_file',
'find_connection_file',
'get_connection_info',
'connect_qtconsole',
'tunnel_to_kernel',
MinRK
split KernelManager into KernelManager + KernelClient
r10285 ]