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538 lines
19 KiB
538 lines
19 KiB
4 years ago
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"""The IPython kernel implementation"""
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import asyncio
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from contextlib import contextmanager
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from functools import partial
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import getpass
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import signal
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import sys
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from IPython.core import release
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from ipython_genutils.py3compat import builtin_mod, PY3, unicode_type, safe_unicode
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from IPython.utils.tokenutil import token_at_cursor, line_at_cursor
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from tornado import gen
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from traitlets import Instance, Type, Any, List, Bool
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from .comm import CommManager
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from .kernelbase import Kernel as KernelBase
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from .zmqshell import ZMQInteractiveShell
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from .eventloops import _use_appnope
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try:
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from IPython.core.interactiveshell import _asyncio_runner
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except ImportError:
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_asyncio_runner = None
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try:
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from IPython.core.completer import rectify_completions as _rectify_completions, provisionalcompleter as _provisionalcompleter
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_use_experimental_60_completion = True
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except ImportError:
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_use_experimental_60_completion = False
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_EXPERIMENTAL_KEY_NAME = '_jupyter_types_experimental'
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class IPythonKernel(KernelBase):
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shell = Instance('IPython.core.interactiveshell.InteractiveShellABC',
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allow_none=True)
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shell_class = Type(ZMQInteractiveShell)
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use_experimental_completions = Bool(True,
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help="Set this flag to False to deactivate the use of experimental IPython completion APIs.",
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).tag(config=True)
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user_module = Any()
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def _user_module_changed(self, name, old, new):
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if self.shell is not None:
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self.shell.user_module = new
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user_ns = Instance(dict, args=None, allow_none=True)
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def _user_ns_changed(self, name, old, new):
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if self.shell is not None:
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self.shell.user_ns = new
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self.shell.init_user_ns()
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# A reference to the Python builtin 'raw_input' function.
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# (i.e., __builtin__.raw_input for Python 2.7, builtins.input for Python 3)
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_sys_raw_input = Any()
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_sys_eval_input = Any()
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def __init__(self, **kwargs):
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super(IPythonKernel, self).__init__(**kwargs)
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# Initialize the InteractiveShell subclass
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self.shell = self.shell_class.instance(parent=self,
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profile_dir = self.profile_dir,
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user_module = self.user_module,
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user_ns = self.user_ns,
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kernel = self,
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)
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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.displayhook.topic = self._topic('execute_result')
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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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self.comm_manager = CommManager(parent=self, kernel=self)
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self.shell.configurables.append(self.comm_manager)
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comm_msg_types = [ 'comm_open', 'comm_msg', 'comm_close' ]
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for msg_type in comm_msg_types:
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self.shell_handlers[msg_type] = getattr(self.comm_manager, msg_type)
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if _use_appnope() and self._darwin_app_nap:
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# Disable app-nap as the kernel is not a gui but can have guis
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import appnope
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appnope.nope()
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help_links = List([
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{
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'text': "Python Reference",
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'url': "https://docs.python.org/%i.%i" % sys.version_info[:2],
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},
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{
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'text': "IPython Reference",
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'url': "https://ipython.org/documentation.html",
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},
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{
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'text': "NumPy Reference",
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'url': "https://docs.scipy.org/doc/numpy/reference/",
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},
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{
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'text': "SciPy Reference",
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'url': "https://docs.scipy.org/doc/scipy/reference/",
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},
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{
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'text': "Matplotlib Reference",
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'url': "https://matplotlib.org/contents.html",
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},
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{
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'text': "SymPy Reference",
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'url': "http://docs.sympy.org/latest/index.html",
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},
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{
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'text': "pandas Reference",
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'url': "https://pandas.pydata.org/pandas-docs/stable/",
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},
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]).tag(config=True)
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# Kernel info fields
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implementation = 'ipython'
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implementation_version = release.version
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language_info = {
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'name': 'python',
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'version': sys.version.split()[0],
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'mimetype': 'text/x-python',
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'codemirror_mode': {
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'name': 'ipython',
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'version': sys.version_info[0]
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},
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'pygments_lexer': 'ipython%d' % (3 if PY3 else 2),
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'nbconvert_exporter': 'python',
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'file_extension': '.py'
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}
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@property
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def banner(self):
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return self.shell.banner
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def start(self):
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self.shell.exit_now = False
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super(IPythonKernel, self).start()
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def set_parent(self, ident, parent):
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"""Overridden from parent to tell the display hook and output streams
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about the parent message.
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"""
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super(IPythonKernel, self).set_parent(ident, parent)
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self.shell.set_parent(parent)
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def init_metadata(self, parent):
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"""Initialize metadata.
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Run at the beginning of each execution request.
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"""
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md = super(IPythonKernel, self).init_metadata(parent)
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# FIXME: remove deprecated ipyparallel-specific code
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# This is required for ipyparallel < 5.0
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md.update({
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'dependencies_met' : True,
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'engine' : self.ident,
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})
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return md
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def finish_metadata(self, parent, metadata, reply_content):
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"""Finish populating metadata.
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Run after completing an execution request.
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"""
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# FIXME: remove deprecated ipyparallel-specific code
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# This is required by ipyparallel < 5.0
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metadata['status'] = reply_content['status']
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if reply_content['status'] == 'error' and reply_content['ename'] == 'UnmetDependency':
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metadata['dependencies_met'] = False
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return metadata
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def _forward_input(self, allow_stdin=False):
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"""Forward raw_input and getpass to the current frontend.
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via input_request
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"""
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self._allow_stdin = allow_stdin
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if PY3:
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self._sys_raw_input = builtin_mod.input
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builtin_mod.input = self.raw_input
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else:
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self._sys_raw_input = builtin_mod.raw_input
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self._sys_eval_input = builtin_mod.input
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builtin_mod.raw_input = self.raw_input
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builtin_mod.input = lambda prompt='': eval(self.raw_input(prompt))
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self._save_getpass = getpass.getpass
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getpass.getpass = self.getpass
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def _restore_input(self):
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"""Restore raw_input, getpass"""
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if PY3:
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builtin_mod.input = self._sys_raw_input
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else:
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builtin_mod.raw_input = self._sys_raw_input
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builtin_mod.input = self._sys_eval_input
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getpass.getpass = self._save_getpass
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@property
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def execution_count(self):
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return self.shell.execution_count
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@execution_count.setter
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def execution_count(self, value):
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# Ignore the incrementing done by KernelBase, in favour of our shell's
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# execution counter.
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pass
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@contextmanager
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def _cancel_on_sigint(self, future):
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"""ContextManager for capturing SIGINT and cancelling a future
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SIGINT raises in the event loop when running async code,
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but we want it to halt a coroutine.
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Ideally, it would raise KeyboardInterrupt,
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but this turns it into a CancelledError.
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At least it gets a decent traceback to the user.
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"""
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sigint_future = asyncio.Future()
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# whichever future finishes first,
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# cancel the other one
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def cancel_unless_done(f, _ignored):
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if f.cancelled() or f.done():
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return
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f.cancel()
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# when sigint finishes,
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# abort the coroutine with CancelledError
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sigint_future.add_done_callback(
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partial(cancel_unless_done, future)
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)
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# when the main future finishes,
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# stop watching for SIGINT events
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future.add_done_callback(
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partial(cancel_unless_done, sigint_future)
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)
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def handle_sigint(*args):
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def set_sigint_result():
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if sigint_future.cancelled() or sigint_future.done():
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return
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sigint_future.set_result(1)
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# use add_callback for thread safety
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self.io_loop.add_callback(set_sigint_result)
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# set the custom sigint hander during this context
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save_sigint = signal.signal(signal.SIGINT, handle_sigint)
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try:
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yield
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finally:
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# restore the previous sigint handler
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signal.signal(signal.SIGINT, save_sigint)
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@gen.coroutine
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def do_execute(self, code, silent, store_history=True,
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user_expressions=None, allow_stdin=False):
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shell = self.shell # we'll need this a lot here
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self._forward_input(allow_stdin)
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reply_content = {}
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if hasattr(shell, 'run_cell_async') and hasattr(shell, 'should_run_async'):
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run_cell = shell.run_cell_async
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should_run_async = shell.should_run_async
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else:
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should_run_async = lambda cell: False
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# older IPython,
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# use blocking run_cell and wrap it in coroutine
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@gen.coroutine
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def run_cell(*args, **kwargs):
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return shell.run_cell(*args, **kwargs)
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try:
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# default case: runner is asyncio and asyncio is already running
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# TODO: this should check every case for "are we inside the runner",
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# not just asyncio
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if (
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_asyncio_runner
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and should_run_async(code)
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and shell.loop_runner is _asyncio_runner
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and asyncio.get_event_loop().is_running()
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):
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coro = run_cell(code, store_history=store_history, silent=silent)
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coro_future = asyncio.ensure_future(coro)
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with self._cancel_on_sigint(coro_future):
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res = None
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try:
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res = yield coro_future
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finally:
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shell.events.trigger('post_execute')
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if not silent:
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shell.events.trigger('post_run_cell', res)
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else:
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# runner isn't already running,
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# make synchronous call,
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# letting shell dispatch to loop runners
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res = shell.run_cell(code, store_history=store_history, silent=silent)
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finally:
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self._restore_input()
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if res.error_before_exec is not None:
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err = res.error_before_exec
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else:
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err = res.error_in_exec
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if res.success:
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reply_content[u'status'] = u'ok'
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else:
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reply_content[u'status'] = u'error'
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reply_content.update({
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u'traceback': shell._last_traceback or [],
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u'ename': unicode_type(type(err).__name__),
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u'evalue': safe_unicode(err),
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})
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# FIXME: deprecated piece for ipyparallel (remove in 5.0):
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e_info = dict(engine_uuid=self.ident, engine_id=self.int_id,
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method='execute')
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reply_content['engine_info'] = e_info
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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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if 'traceback' in reply_content:
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self.log.info("Exception in execute request:\n%s", '\n'.join(reply_content['traceback']))
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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_expressions
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if reply_content['status'] == 'ok':
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reply_content[u'user_expressions'] = \
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shell.user_expressions(user_expressions or {})
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else:
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# If there was an error, don't even try to compute expressions
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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 always clear the payload system.
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reply_content[u'payload'] = shell.payload_manager.read_payload()
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# Be aggressive 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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return reply_content
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def do_complete(self, code, cursor_pos):
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if _use_experimental_60_completion and self.use_experimental_completions:
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return self._experimental_do_complete(code, cursor_pos)
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# FIXME: IPython completers currently assume single line,
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# but completion messages give multi-line context
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# For now, extract line from cell, based on cursor_pos:
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if cursor_pos is None:
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cursor_pos = len(code)
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line, offset = line_at_cursor(code, cursor_pos)
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line_cursor = cursor_pos - offset
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txt, matches = self.shell.complete('', line, line_cursor)
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return {'matches' : matches,
|
||
|
|
'cursor_end' : cursor_pos,
|
||
|
|
'cursor_start' : cursor_pos - len(txt),
|
||
|
|
'metadata' : {},
|
||
|
|
'status' : 'ok'}
|
||
|
|
|
||
|
|
def _experimental_do_complete(self, code, cursor_pos):
|
||
|
|
"""
|
||
|
|
Experimental completions from IPython, using Jedi.
|
||
|
|
"""
|
||
|
|
if cursor_pos is None:
|
||
|
|
cursor_pos = len(code)
|
||
|
|
with _provisionalcompleter():
|
||
|
|
raw_completions = self.shell.Completer.completions(code, cursor_pos)
|
||
|
|
completions = list(_rectify_completions(code, raw_completions))
|
||
|
|
|
||
|
|
comps = []
|
||
|
|
for comp in completions:
|
||
|
|
comps.append(dict(
|
||
|
|
start=comp.start,
|
||
|
|
end=comp.end,
|
||
|
|
text=comp.text,
|
||
|
|
type=comp.type,
|
||
|
|
))
|
||
|
|
|
||
|
|
if completions:
|
||
|
|
s = completions[0].start
|
||
|
|
e = completions[0].end
|
||
|
|
matches = [c.text for c in completions]
|
||
|
|
else:
|
||
|
|
s = cursor_pos
|
||
|
|
e = cursor_pos
|
||
|
|
matches = []
|
||
|
|
|
||
|
|
return {'matches': matches,
|
||
|
|
'cursor_end': e,
|
||
|
|
'cursor_start': s,
|
||
|
|
'metadata': {_EXPERIMENTAL_KEY_NAME: comps},
|
||
|
|
'status': 'ok'}
|
||
|
|
|
||
|
|
|
||
|
|
|
||
|
|
def do_inspect(self, code, cursor_pos, detail_level=0):
|
||
|
|
name = token_at_cursor(code, cursor_pos)
|
||
|
|
|
||
|
|
reply_content = {'status' : 'ok'}
|
||
|
|
reply_content['data'] = {}
|
||
|
|
reply_content['metadata'] = {}
|
||
|
|
try:
|
||
|
|
reply_content['data'].update(
|
||
|
|
self.shell.object_inspect_mime(
|
||
|
|
name,
|
||
|
|
detail_level=detail_level
|
||
|
|
)
|
||
|
|
)
|
||
|
|
if not self.shell.enable_html_pager:
|
||
|
|
reply_content['data'].pop('text/html')
|
||
|
|
reply_content['found'] = True
|
||
|
|
except KeyError:
|
||
|
|
reply_content['found'] = False
|
||
|
|
|
||
|
|
return reply_content
|
||
|
|
|
||
|
|
def do_history(self, hist_access_type, output, raw, session=0, start=0,
|
||
|
|
stop=None, n=None, pattern=None, unique=False):
|
||
|
|
if hist_access_type == 'tail':
|
||
|
|
hist = self.shell.history_manager.get_tail(n, raw=raw, output=output,
|
||
|
|
include_latest=True)
|
||
|
|
|
||
|
|
elif hist_access_type == 'range':
|
||
|
|
hist = self.shell.history_manager.get_range(session, start, stop,
|
||
|
|
raw=raw, output=output)
|
||
|
|
|
||
|
|
elif hist_access_type == 'search':
|
||
|
|
hist = self.shell.history_manager.search(
|
||
|
|
pattern, raw=raw, output=output, n=n, unique=unique)
|
||
|
|
else:
|
||
|
|
hist = []
|
||
|
|
|
||
|
|
return {
|
||
|
|
'status': 'ok',
|
||
|
|
'history' : list(hist),
|
||
|
|
}
|
||
|
|
|
||
|
|
def do_shutdown(self, restart):
|
||
|
|
self.shell.exit_now = True
|
||
|
|
return dict(status='ok', restart=restart)
|
||
|
|
|
||
|
|
def do_is_complete(self, code):
|
||
|
|
transformer_manager = getattr(self.shell, 'input_transformer_manager', None)
|
||
|
|
if transformer_manager is None:
|
||
|
|
# input_splitter attribute is deprecated
|
||
|
|
transformer_manager = self.shell.input_splitter
|
||
|
|
status, indent_spaces = transformer_manager.check_complete(code)
|
||
|
|
r = {'status': status}
|
||
|
|
if status == 'incomplete':
|
||
|
|
r['indent'] = ' ' * indent_spaces
|
||
|
|
return r
|
||
|
|
|
||
|
|
def do_apply(self, content, bufs, msg_id, reply_metadata):
|
||
|
|
from .serialize import serialize_object, unpack_apply_message
|
||
|
|
shell = self.shell
|
||
|
|
try:
|
||
|
|
working = shell.user_ns
|
||
|
|
|
||
|
|
prefix = "_"+str(msg_id).replace("-","")+"_"
|
||
|
|
|
||
|
|
f,args,kwargs = unpack_apply_message(bufs, working, copy=False)
|
||
|
|
|
||
|
|
fname = getattr(f, '__name__', 'f')
|
||
|
|
|
||
|
|
fname = prefix+"f"
|
||
|
|
argname = prefix+"args"
|
||
|
|
kwargname = prefix+"kwargs"
|
||
|
|
resultname = prefix+"result"
|
||
|
|
|
||
|
|
ns = { fname : f, argname : args, kwargname : kwargs , resultname : None }
|
||
|
|
# print ns
|
||
|
|
working.update(ns)
|
||
|
|
code = "%s = %s(*%s,**%s)" % (resultname, fname, argname, kwargname)
|
||
|
|
try:
|
||
|
|
exec(code, shell.user_global_ns, shell.user_ns)
|
||
|
|
result = working.get(resultname)
|
||
|
|
finally:
|
||
|
|
for key in ns:
|
||
|
|
working.pop(key)
|
||
|
|
|
||
|
|
result_buf = serialize_object(result,
|
||
|
|
buffer_threshold=self.session.buffer_threshold,
|
||
|
|
item_threshold=self.session.item_threshold,
|
||
|
|
)
|
||
|
|
|
||
|
|
except BaseException as e:
|
||
|
|
# invoke IPython traceback formatting
|
||
|
|
shell.showtraceback()
|
||
|
|
reply_content = {
|
||
|
|
u'traceback': shell._last_traceback or [],
|
||
|
|
u'ename': unicode_type(type(e).__name__),
|
||
|
|
u'evalue': safe_unicode(e),
|
||
|
|
}
|
||
|
|
# FIXME: deprecated piece for ipyparallel (remove in 5.0):
|
||
|
|
e_info = dict(engine_uuid=self.ident, engine_id=self.int_id, method='apply')
|
||
|
|
reply_content['engine_info'] = e_info
|
||
|
|
|
||
|
|
self.send_response(self.iopub_socket, u'error', reply_content,
|
||
|
|
ident=self._topic('error'))
|
||
|
|
self.log.info("Exception in apply request:\n%s", '\n'.join(reply_content['traceback']))
|
||
|
|
result_buf = []
|
||
|
|
reply_content['status'] = 'error'
|
||
|
|
else:
|
||
|
|
reply_content = {'status' : 'ok'}
|
||
|
|
|
||
|
|
return reply_content, result_buf
|
||
|
|
|
||
|
|
def do_clear(self):
|
||
|
|
self.shell.reset(False)
|
||
|
|
return dict(status='ok')
|
||
|
|
|
||
|
|
|
||
|
|
# This exists only for backwards compatibility - use IPythonKernel instead
|
||
|
|
|
||
|
|
class Kernel(IPythonKernel):
|
||
|
|
def __init__(self, *args, **kwargs):
|
||
|
|
import warnings
|
||
|
|
warnings.warn('Kernel is a deprecated alias of ipykernel.ipkernel.IPythonKernel',
|
||
|
|
DeprecationWarning)
|
||
|
|
super(Kernel, self).__init__(*args, **kwargs)
|