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#!/usr/bin/env python
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"""A simple interactive kernel that talks to a frontend over 0MQ.
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Things to do:
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* Implement `set_parent` logic. Right before doing exec, the Kernel should
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call set_parent on all the PUB objects with the message about to be executed.
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* Implement random port and security key logic.
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* Implement control messages.
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* Implement event loop and poll version.
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"""
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#-----------------------------------------------------------------------------
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# Imports
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#-----------------------------------------------------------------------------
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from __future__ import print_function
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# Standard library imports.
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import __builtin__
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import atexit
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import sys
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import time
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import traceback
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import logging
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# System library imports.
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import zmq
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# Local imports.
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from IPython.config.configurable import Configurable
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from IPython.config.application import boolean_flag
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from IPython.core.newapplication import ProfileDir
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from IPython.core.shellapp import (
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InteractiveShellApp, shell_flags, shell_aliases
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)
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from IPython.utils import io
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from IPython.utils.jsonutil import json_clean
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from IPython.lib import pylabtools
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from IPython.utils.traitlets import (
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List, Instance, Float, Dict, Bool, Int, Unicode, CaselessStrEnum
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)
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from entry_point import base_launch_kernel
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from kernelapp import KernelApp, kernel_flags, kernel_aliases
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from iostream import OutStream
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from session import Session, Message
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from zmqshell import ZMQInteractiveShell
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#-----------------------------------------------------------------------------
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# Main kernel class
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#-----------------------------------------------------------------------------
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class Kernel(Configurable):
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#---------------------------------------------------------------------------
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# Kernel interface
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#---------------------------------------------------------------------------
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shell = Instance('IPython.core.interactiveshell.InteractiveShellABC')
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session = Instance(Session)
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shell_socket = Instance('zmq.Socket')
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iopub_socket = Instance('zmq.Socket')
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stdin_socket = Instance('zmq.Socket')
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log = Instance(logging.Logger)
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# Private interface
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# Time to sleep after flushing the stdout/err buffers in each execute
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# cycle. While this introduces a hard limit on the minimal latency of the
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# execute cycle, it helps prevent output synchronization problems for
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# clients.
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# Units are in seconds. The minimum zmq latency on local host is probably
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# ~150 microseconds, set this to 500us for now. We may need to increase it
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# a little if it's not enough after more interactive testing.
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_execute_sleep = Float(0.0005, config=True)
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# Frequency of the kernel's event loop.
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# Units are in seconds, kernel subclasses for GUI toolkits may need to
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# adapt to milliseconds.
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_poll_interval = Float(0.05, config=True)
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# If the shutdown was requested over the network, we leave here the
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# necessary reply message so it can be sent by our registered atexit
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# handler. This ensures that the reply is only sent to clients truly at
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# the end of our shutdown process (which happens after the underlying
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# IPython shell's own shutdown).
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_shutdown_message = None
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# This is a dict of port number that the kernel is listening on. It is set
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# by record_ports and used by connect_request.
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_recorded_ports = Dict()
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def __init__(self, **kwargs):
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super(Kernel, self).__init__(**kwargs)
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# Before we even start up the shell, register *first* our exit handlers
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# so they come before the shell's
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atexit.register(self._at_shutdown)
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# Initialize the InteractiveShell subclass
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self.shell = ZMQInteractiveShell.instance(config=self.config)
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self.shell.displayhook.session = self.session
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self.shell.displayhook.pub_socket = self.iopub_socket
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self.shell.display_pub.session = self.session
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self.shell.display_pub.pub_socket = self.iopub_socket
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# TMP - hack while developing
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self.shell._reply_content = None
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# Build dict of handlers for message types
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msg_types = [ 'execute_request', 'complete_request',
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'object_info_request', 'history_request',
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'connect_request', 'shutdown_request']
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self.handlers = {}
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for msg_type in msg_types:
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self.handlers[msg_type] = getattr(self, msg_type)
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def do_one_iteration(self):
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"""Do one iteration of the kernel's evaluation loop.
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"""
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ident,msg = self.session.recv(self.shell_socket, zmq.NOBLOCK)
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if msg is None:
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return
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# This assert will raise in versions of zeromq 2.0.7 and lesser.
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# We now require 2.0.8 or above, so we can uncomment for safety.
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# print(ident,msg, file=sys.__stdout__)
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assert ident is not None, "Missing message part."
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# Print some info about this message and leave a '--->' marker, so it's
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# easier to trace visually the message chain when debugging. Each
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# handler prints its message at the end.
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self.log.debug('\n*** MESSAGE TYPE:'+str(msg['msg_type'])+'***')
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self.log.debug(' Content: '+str(msg['content'])+'\n --->\n ')
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# Find and call actual handler for message
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handler = self.handlers.get(msg['msg_type'], None)
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if handler is None:
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self.log.error("UNKNOWN MESSAGE TYPE:" +str(msg))
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else:
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handler(ident, msg)
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# Check whether we should exit, in case the incoming message set the
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# exit flag on
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if self.shell.exit_now:
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self.log.debug('\nExiting IPython kernel...')
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# We do a normal, clean exit, which allows any actions registered
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# via atexit (such as history saving) to take place.
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sys.exit(0)
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def start(self):
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""" Start the kernel main loop.
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"""
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poller = zmq.Poller()
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poller.register(self.shell_socket, zmq.POLLIN)
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while True:
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try:
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# scale by extra factor of 10, because there is no
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# reason for this to be anything less than ~ 0.1s
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# since it is a real poller and will respond
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# to events immediately
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poller.poll(10*1000*self._poll_interval)
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self.do_one_iteration()
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except KeyboardInterrupt:
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# Ctrl-C shouldn't crash the kernel
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io.raw_print("KeyboardInterrupt caught in kernel")
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def record_ports(self, ports):
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"""Record the ports that this kernel is using.
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The creator of the Kernel instance must call this methods if they
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want the :meth:`connect_request` method to return the port numbers.
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"""
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self._recorded_ports = ports
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#---------------------------------------------------------------------------
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# Kernel request handlers
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#---------------------------------------------------------------------------
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def _publish_pyin(self, code, parent):
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"""Publish the code request on the pyin stream."""
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pyin_msg = self.session.send(self.iopub_socket, u'pyin',{u'code':code}, parent=parent)
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def execute_request(self, ident, parent):
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status_msg = self.session.send(self.iopub_socket,
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u'status',
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{u'execution_state':u'busy'},
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parent=parent
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)
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try:
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content = parent[u'content']
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code = content[u'code']
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silent = content[u'silent']
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except:
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self.log.error("Got bad msg: ")
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self.log.error(str(Message(parent)))
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return
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shell = self.shell # we'll need this a lot here
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# Replace raw_input. Note that is not sufficient to replace
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# raw_input in the user namespace.
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raw_input = lambda prompt='': self._raw_input(prompt, ident, parent)
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__builtin__.raw_input = raw_input
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# Set the parent message of the display hook and out streams.
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shell.displayhook.set_parent(parent)
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shell.display_pub.set_parent(parent)
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sys.stdout.set_parent(parent)
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sys.stderr.set_parent(parent)
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# Re-broadcast our input for the benefit of listening clients, and
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# start computing output
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if not silent:
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self._publish_pyin(code, parent)
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reply_content = {}
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try:
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if silent:
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# run_code uses 'exec' mode, so no displayhook will fire, and it
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# doesn't call logging or history manipulations. Print
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# statements in that code will obviously still execute.
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shell.run_code(code)
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else:
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# FIXME: the shell calls the exception handler itself.
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shell.run_cell(code)
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except:
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status = u'error'
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# FIXME: this code right now isn't being used yet by default,
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# because the run_cell() call above directly fires off exception
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# reporting. This code, therefore, is only active in the scenario
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# where runlines itself has an unhandled exception. We need to
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# uniformize this, for all exception construction to come from a
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# single location in the codbase.
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etype, evalue, tb = sys.exc_info()
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tb_list = traceback.format_exception(etype, evalue, tb)
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reply_content.update(shell._showtraceback(etype, evalue, tb_list))
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else:
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status = u'ok'
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reply_content[u'status'] = status
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# Return the execution counter so clients can display prompts
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reply_content['execution_count'] = shell.execution_count -1
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# FIXME - fish exception info out of shell, possibly left there by
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# runlines. We'll need to clean up this logic later.
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if shell._reply_content is not None:
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reply_content.update(shell._reply_content)
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# reset after use
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shell._reply_content = None
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# At this point, we can tell whether the main code execution succeeded
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# or not. If it did, we proceed to evaluate user_variables/expressions
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if reply_content['status'] == 'ok':
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reply_content[u'user_variables'] = \
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shell.user_variables(content[u'user_variables'])
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reply_content[u'user_expressions'] = \
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shell.user_expressions(content[u'user_expressions'])
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else:
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# If there was an error, don't even try to compute variables or
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# expressions
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reply_content[u'user_variables'] = {}
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reply_content[u'user_expressions'] = {}
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# Payloads should be retrieved regardless of outcome, so we can both
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# recover partial output (that could have been generated early in a
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# block, before an error) and clear the payload system always.
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reply_content[u'payload'] = shell.payload_manager.read_payload()
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# Be agressive about clearing the payload because we don't want
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# it to sit in memory until the next execute_request comes in.
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shell.payload_manager.clear_payload()
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# Flush output before sending the reply.
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sys.stdout.flush()
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sys.stderr.flush()
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# FIXME: on rare occasions, the flush doesn't seem to make it to the
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# clients... This seems to mitigate the problem, but we definitely need
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# to better understand what's going on.
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if self._execute_sleep:
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time.sleep(self._execute_sleep)
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# Send the reply.
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reply_msg = self.session.send(self.shell_socket, u'execute_reply',
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reply_content, parent, ident=ident)
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self.log.debug(str(reply_msg))
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if reply_msg['content']['status'] == u'error':
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self._abort_queue()
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status_msg = self.session.send(self.iopub_socket,
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u'status',
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{u'execution_state':u'idle'},
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parent=parent
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)
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def complete_request(self, ident, parent):
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txt, matches = self._complete(parent)
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matches = {'matches' : matches,
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'matched_text' : txt,
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'status' : 'ok'}
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completion_msg = self.session.send(self.shell_socket, 'complete_reply',
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matches, parent, ident)
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self.log.debug(str(completion_msg))
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def object_info_request(self, ident, parent):
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object_info = self.shell.object_inspect(parent['content']['oname'])
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# Before we send this object over, we scrub it for JSON usage
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oinfo = json_clean(object_info)
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msg = self.session.send(self.shell_socket, 'object_info_reply',
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oinfo, parent, ident)
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self.log.debug(msg)
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def history_request(self, ident, parent):
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# We need to pull these out, as passing **kwargs doesn't work with
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# unicode keys before Python 2.6.5.
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hist_access_type = parent['content']['hist_access_type']
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raw = parent['content']['raw']
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output = parent['content']['output']
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if hist_access_type == 'tail':
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n = parent['content']['n']
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hist = self.shell.history_manager.get_tail(n, raw=raw, output=output,
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include_latest=True)
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elif hist_access_type == 'range':
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session = parent['content']['session']
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start = parent['content']['start']
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stop = parent['content']['stop']
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hist = self.shell.history_manager.get_range(session, start, stop,
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raw=raw, output=output)
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elif hist_access_type == 'search':
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pattern = parent['content']['pattern']
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hist = self.shell.history_manager.search(pattern, raw=raw, output=output)
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else:
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hist = []
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content = {'history' : list(hist)}
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msg = self.session.send(self.shell_socket, 'history_reply',
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content, parent, ident)
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self.log.debug(str(msg))
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def connect_request(self, ident, parent):
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if self._recorded_ports is not None:
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content = self._recorded_ports.copy()
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else:
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content = {}
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msg = self.session.send(self.shell_socket, 'connect_reply',
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content, parent, ident)
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self.log.debug(msg)
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def shutdown_request(self, ident, parent):
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self.shell.exit_now = True
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self._shutdown_message = self.session.msg(u'shutdown_reply', parent['content'], parent)
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sys.exit(0)
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#---------------------------------------------------------------------------
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# Protected interface
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#---------------------------------------------------------------------------
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def _abort_queue(self):
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while True:
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ident,msg = self.session.recv(self.shell_socket, zmq.NOBLOCK)
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if msg is None:
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break
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else:
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assert ident is not None, \
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"Unexpected missing message part."
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self.log.debug("Aborting:\n"+str(Message(msg)))
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msg_type = msg['msg_type']
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reply_type = msg_type.split('_')[0] + '_reply'
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reply_msg = self.session.send(self.shell_socket, reply_type,
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{'status' : 'aborted'}, msg, ident=ident)
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self.log.debug(reply_msg)
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# We need to wait a bit for requests to come in. This can probably
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# be set shorter for true asynchronous clients.
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time.sleep(0.1)
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def _raw_input(self, prompt, ident, parent):
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# Flush output before making the request.
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sys.stderr.flush()
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sys.stdout.flush()
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# Send the input request.
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content = dict(prompt=prompt)
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msg = self.session.send(self.stdin_socket, u'input_request', content, parent)
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# Await a response.
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ident, reply = self.session.recv(self.stdin_socket, 0)
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try:
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value = reply['content']['value']
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except:
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self.log.error("Got bad raw_input reply: ")
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self.log.error(str(Message(parent)))
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value = ''
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return value
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def _complete(self, msg):
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c = msg['content']
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try:
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cpos = int(c['cursor_pos'])
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except:
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# If we don't get something that we can convert to an integer, at
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# least attempt the completion guessing the cursor is at the end of
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# the text, if there's any, and otherwise of the line
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cpos = len(c['text'])
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if cpos==0:
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cpos = len(c['line'])
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return self.shell.complete(c['text'], c['line'], cpos)
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def _object_info(self, context):
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symbol, leftover = self._symbol_from_context(context)
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if symbol is not None and not leftover:
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doc = getattr(symbol, '__doc__', '')
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else:
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doc = ''
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object_info = dict(docstring = doc)
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return object_info
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def _symbol_from_context(self, context):
|
|
|
if not context:
|
|
|
return None, context
|
|
|
|
|
|
base_symbol_string = context[0]
|
|
|
symbol = self.shell.user_ns.get(base_symbol_string, None)
|
|
|
if symbol is None:
|
|
|
symbol = __builtin__.__dict__.get(base_symbol_string, None)
|
|
|
if symbol is None:
|
|
|
return None, context
|
|
|
|
|
|
context = context[1:]
|
|
|
for i, name in enumerate(context):
|
|
|
new_symbol = getattr(symbol, name, None)
|
|
|
if new_symbol is None:
|
|
|
return symbol, context[i:]
|
|
|
else:
|
|
|
symbol = new_symbol
|
|
|
|
|
|
return symbol, []
|
|
|
|
|
|
def _at_shutdown(self):
|
|
|
"""Actions taken at shutdown by the kernel, called by python's atexit.
|
|
|
"""
|
|
|
# io.rprint("Kernel at_shutdown") # dbg
|
|
|
if self._shutdown_message is not None:
|
|
|
self.session.send(self.shell_socket, self._shutdown_message)
|
|
|
self.session.send(self.iopub_socket, self._shutdown_message)
|
|
|
self.log.debug(str(self._shutdown_message))
|
|
|
# A very short sleep to give zmq time to flush its message buffers
|
|
|
# before Python truly shuts down.
|
|
|
time.sleep(0.01)
|
|
|
|
|
|
|
|
|
class QtKernel(Kernel):
|
|
|
"""A Kernel subclass with Qt support."""
|
|
|
|
|
|
def start(self):
|
|
|
"""Start a kernel with QtPy4 event loop integration."""
|
|
|
|
|
|
from PyQt4 import QtCore
|
|
|
from IPython.lib.guisupport import get_app_qt4, start_event_loop_qt4
|
|
|
|
|
|
self.app = get_app_qt4([" "])
|
|
|
self.app.setQuitOnLastWindowClosed(False)
|
|
|
self.timer = QtCore.QTimer()
|
|
|
self.timer.timeout.connect(self.do_one_iteration)
|
|
|
# Units for the timer are in milliseconds
|
|
|
self.timer.start(1000*self._poll_interval)
|
|
|
start_event_loop_qt4(self.app)
|
|
|
|
|
|
|
|
|
class WxKernel(Kernel):
|
|
|
"""A Kernel subclass with Wx support."""
|
|
|
|
|
|
def start(self):
|
|
|
"""Start a kernel with wx event loop support."""
|
|
|
|
|
|
import wx
|
|
|
from IPython.lib.guisupport import start_event_loop_wx
|
|
|
|
|
|
doi = self.do_one_iteration
|
|
|
# Wx uses milliseconds
|
|
|
poll_interval = int(1000*self._poll_interval)
|
|
|
|
|
|
# We have to put the wx.Timer in a wx.Frame for it to fire properly.
|
|
|
# We make the Frame hidden when we create it in the main app below.
|
|
|
class TimerFrame(wx.Frame):
|
|
|
def __init__(self, func):
|
|
|
wx.Frame.__init__(self, None, -1)
|
|
|
self.timer = wx.Timer(self)
|
|
|
# Units for the timer are in milliseconds
|
|
|
self.timer.Start(poll_interval)
|
|
|
self.Bind(wx.EVT_TIMER, self.on_timer)
|
|
|
self.func = func
|
|
|
|
|
|
def on_timer(self, event):
|
|
|
self.func()
|
|
|
|
|
|
# We need a custom wx.App to create our Frame subclass that has the
|
|
|
# wx.Timer to drive the ZMQ event loop.
|
|
|
class IPWxApp(wx.App):
|
|
|
def OnInit(self):
|
|
|
self.frame = TimerFrame(doi)
|
|
|
self.frame.Show(False)
|
|
|
return True
|
|
|
|
|
|
# The redirect=False here makes sure that wx doesn't replace
|
|
|
# sys.stdout/stderr with its own classes.
|
|
|
self.app = IPWxApp(redirect=False)
|
|
|
start_event_loop_wx(self.app)
|
|
|
|
|
|
|
|
|
class TkKernel(Kernel):
|
|
|
"""A Kernel subclass with Tk support."""
|
|
|
|
|
|
def start(self):
|
|
|
"""Start a Tk enabled event loop."""
|
|
|
|
|
|
import Tkinter
|
|
|
doi = self.do_one_iteration
|
|
|
# Tk uses milliseconds
|
|
|
poll_interval = int(1000*self._poll_interval)
|
|
|
# For Tkinter, we create a Tk object and call its withdraw method.
|
|
|
class Timer(object):
|
|
|
def __init__(self, func):
|
|
|
self.app = Tkinter.Tk()
|
|
|
self.app.withdraw()
|
|
|
self.func = func
|
|
|
|
|
|
def on_timer(self):
|
|
|
self.func()
|
|
|
self.app.after(poll_interval, self.on_timer)
|
|
|
|
|
|
def start(self):
|
|
|
self.on_timer() # Call it once to get things going.
|
|
|
self.app.mainloop()
|
|
|
|
|
|
self.timer = Timer(doi)
|
|
|
self.timer.start()
|
|
|
|
|
|
|
|
|
class GTKKernel(Kernel):
|
|
|
"""A Kernel subclass with GTK support."""
|
|
|
|
|
|
def start(self):
|
|
|
"""Start the kernel, coordinating with the GTK event loop"""
|
|
|
from .gui.gtkembed import GTKEmbed
|
|
|
|
|
|
gtk_kernel = GTKEmbed(self)
|
|
|
gtk_kernel.start()
|
|
|
|
|
|
|
|
|
#-----------------------------------------------------------------------------
|
|
|
# Aliases and Flags for the IPKernelApp
|
|
|
#-----------------------------------------------------------------------------
|
|
|
|
|
|
flags = dict(kernel_flags)
|
|
|
flags.update(shell_flags)
|
|
|
|
|
|
addflag = lambda *args: flags.update(boolean_flag(*args))
|
|
|
|
|
|
flags['pylab'] = (
|
|
|
{'IPKernelApp' : {'pylab' : 'auto'}},
|
|
|
"""Pre-load matplotlib and numpy for interactive use with
|
|
|
the default matplotlib backend."""
|
|
|
)
|
|
|
|
|
|
aliases = dict(kernel_aliases)
|
|
|
aliases.update(shell_aliases)
|
|
|
|
|
|
# it's possible we don't want short aliases for *all* of these:
|
|
|
aliases.update(dict(
|
|
|
pylab='IPKernelApp.pylab',
|
|
|
))
|
|
|
|
|
|
#-----------------------------------------------------------------------------
|
|
|
# The IPKernelApp class
|
|
|
#-----------------------------------------------------------------------------
|
|
|
|
|
|
class IPKernelApp(KernelApp, InteractiveShellApp):
|
|
|
name = 'ipkernel'
|
|
|
|
|
|
aliases = Dict(aliases)
|
|
|
flags = Dict(flags)
|
|
|
classes = [Kernel, ZMQInteractiveShell, ProfileDir]
|
|
|
# configurables
|
|
|
pylab = CaselessStrEnum(['tk', 'qt', 'wx', 'gtk', 'osx', 'inline', 'auto'],
|
|
|
config=True,
|
|
|
help="""Pre-load matplotlib and numpy for interactive use,
|
|
|
selecting a particular matplotlib backend and loop integration.
|
|
|
"""
|
|
|
)
|
|
|
def initialize(self, argv=None):
|
|
|
super(IPKernelApp, self).initialize(argv)
|
|
|
self.init_shell()
|
|
|
self.init_extensions()
|
|
|
self.init_code()
|
|
|
|
|
|
def init_kernel(self):
|
|
|
kernel_factory = Kernel
|
|
|
|
|
|
kernel_map = {
|
|
|
'qt' : QtKernel,
|
|
|
'qt4': QtKernel,
|
|
|
'inline': Kernel,
|
|
|
'osx': TkKernel,
|
|
|
'wx' : WxKernel,
|
|
|
'tk' : TkKernel,
|
|
|
'gtk': GTKKernel,
|
|
|
}
|
|
|
|
|
|
if self.pylab:
|
|
|
key = None if self.pylab == 'auto' else self.pylab
|
|
|
gui, backend = pylabtools.find_gui_and_backend(key)
|
|
|
kernel_factory = kernel_map.get(gui)
|
|
|
if kernel_factory is None:
|
|
|
raise ValueError('GUI is not supported: %r' % gui)
|
|
|
pylabtools.activate_matplotlib(backend)
|
|
|
|
|
|
kernel = kernel_factory(config=self.config, session=self.session,
|
|
|
shell_socket=self.shell_socket,
|
|
|
iopub_socket=self.iopub_socket,
|
|
|
stdin_socket=self.stdin_socket,
|
|
|
log=self.log
|
|
|
)
|
|
|
self.kernel = kernel
|
|
|
kernel.record_ports(self.ports)
|
|
|
|
|
|
if self.pylab:
|
|
|
pylabtools.import_pylab(kernel.shell.user_ns, backend,
|
|
|
shell=kernel.shell)
|
|
|
|
|
|
def init_shell(self):
|
|
|
self.shell = self.kernel.shell
|
|
|
|
|
|
|
|
|
#-----------------------------------------------------------------------------
|
|
|
# Kernel main and launch functions
|
|
|
#-----------------------------------------------------------------------------
|
|
|
|
|
|
def launch_kernel(*args, **kwargs):
|
|
|
"""Launches a localhost IPython kernel, binding to the specified ports.
|
|
|
|
|
|
This function simply calls entry_point.base_launch_kernel with the right first
|
|
|
command to start an ipkernel. See base_launch_kernel for arguments.
|
|
|
|
|
|
Returns
|
|
|
-------
|
|
|
A tuple of form:
|
|
|
(kernel_process, shell_port, iopub_port, stdin_port, hb_port)
|
|
|
where kernel_process is a Popen object and the ports are integers.
|
|
|
"""
|
|
|
return base_launch_kernel('from IPython.zmq.ipkernel import main; main()',
|
|
|
*args, **kwargs)
|
|
|
|
|
|
|
|
|
def main():
|
|
|
"""Run an IPKernel as an application"""
|
|
|
app = IPKernelApp()
|
|
|
app.initialize()
|
|
|
app.start()
|
|
|
|
|
|
|
|
|
if __name__ == '__main__':
|
|
|
main()
|
|
|
|
