IPython/kernel/restarter.py

"""A basic kernel monitor with autorestarting.

This watches a kernel's state using KernelManager.is_alive and auto
restarts the kernel if it dies.

It is an incomplete base class, and must be subclassed.
"""

# Copyright (c) IPython Development Team.
# Distributed under the terms of the Modified BSD License.

from IPython.config.configurable import LoggingConfigurable
from IPython.utils.traitlets import (
    Instance, Float, Dict, Bool, Integer,
)


class KernelRestarter(LoggingConfigurable):
    """Monitor and autorestart a kernel."""

    kernel_manager = Instance('IPython.kernel.KernelManager')
    
    debug = Bool(False, config=True,
        help="""Whether to include every poll event in debugging output.
        
        Has to be set explicitly, because there will be *a lot* of output.
        """
    )
    
    time_to_dead = Float(3.0, config=True,
        help="""Kernel heartbeat interval in seconds."""
    )

    restart_limit = Integer(5, config=True,
        help="""The number of consecutive autorestarts before the kernel is presumed dead."""
    )
    _restarting = Bool(False)
    _restart_count = Integer(0)

    callbacks = Dict()
    def _callbacks_default(self):
        return dict(restart=[], dead=[])

    def start(self):
        """Start the polling of the kernel."""
        raise NotImplementedError("Must be implemented in a subclass")

    def stop(self):
        """Stop the kernel polling."""
        raise NotImplementedError("Must be implemented in a subclass")

    def add_callback(self, f, event='restart'):
        """register a callback to fire on a particular event

        Possible values for event:

          'restart' (default): kernel has died, and will be restarted.
          'dead': restart has failed, kernel will be left dead.

        """
        self.callbacks[event].append(f)

    def remove_callback(self, f, event='restart'):
        """unregister a callback to fire on a particular event

        Possible values for event:

          'restart' (default): kernel has died, and will be restarted.
          'dead': restart has failed, kernel will be left dead.

        """
        try:
            self.callbacks[event].remove(f)
        except ValueError:
            pass

    def _fire_callbacks(self, event):
        """fire our callbacks for a particular event"""
        for callback in self.callbacks[event]:
            try:
                callback()
            except Exception as e:
                self.log.error("KernelRestarter: %s callback %r failed", event, callback, exc_info=True)

    def poll(self):
        if self.debug:
            self.log.debug('Polling kernel...')
        if not self.kernel_manager.is_alive():
            if self._restarting:
                self._restart_count += 1
            else:
                self._restart_count = 1

            if self._restart_count >= self.restart_limit:
                self.log.warn("KernelRestarter: restart failed")
                self._fire_callbacks('dead')
                self._restarting = False
                self._restart_count = 0
                self.stop()
            else:
                self.log.info('KernelRestarter: restarting kernel (%i/%i)',
                    self._restart_count,
                    self.restart_limit
                )
                self._fire_callbacks('restart')
                self.kernel_manager.restart_kernel(now=True)
                self._restarting = True
        else:
            if self._restarting:
                self.log.debug("KernelRestarter: restart apparently succeeded")
            self._restarting = False