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690 lines
23 KiB
Python
690 lines
23 KiB
Python
2 years ago
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"""The IPython kernel implementation"""
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import asyncio
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import builtins
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import getpass
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import signal
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import sys
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import threading
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import typing as t
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from contextlib import contextmanager
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from functools import partial
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import comm
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from IPython.core import release
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from IPython.utils.tokenutil import line_at_cursor, token_at_cursor
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from traitlets import Any, Bool, HasTraits, Instance, List, Type, observe, observe_compat
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from zmq.eventloop.zmqstream import ZMQStream
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from .comm.comm import BaseComm
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from .comm.manager import CommManager
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from .compiler import XCachingCompiler
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from .debugger import Debugger, _is_debugpy_available
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from .eventloops import _use_appnope
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from .kernelbase import Kernel as KernelBase
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from .kernelbase import _accepts_cell_id
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from .zmqshell import ZMQInteractiveShell
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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 provisionalcompleter as _provisionalcompleter
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from IPython.core.completer import rectify_completions as _rectify_completions
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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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def _create_comm(*args, **kwargs):
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"""Create a new Comm."""
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return BaseComm(*args, **kwargs)
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# there can only be one comm manager in a ipykernel process
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_comm_lock = threading.Lock()
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_comm_manager: t.Optional[CommManager] = None
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def _get_comm_manager(*args, **kwargs):
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"""Create a new CommManager."""
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global _comm_manager
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if _comm_manager is None:
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with _comm_lock:
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if _comm_manager is None:
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_comm_manager = CommManager(*args, **kwargs)
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return _comm_manager
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comm.create_comm = _create_comm
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comm.get_comm_manager = _get_comm_manager
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class IPythonKernel(KernelBase):
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shell = Instance("IPython.core.interactiveshell.InteractiveShellABC", allow_none=True)
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shell_class = Type(ZMQInteractiveShell)
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use_experimental_completions = Bool(
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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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debugpy_stream = Instance(ZMQStream, allow_none=True) if _is_debugpy_available else None
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user_module = Any()
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@observe("user_module")
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@observe_compat
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def _user_module_changed(self, change):
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if self.shell is not None:
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self.shell.user_module = change["new"]
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user_ns = Instance(dict, args=None, allow_none=True)
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@observe("user_ns")
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@observe_compat
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def _user_ns_changed(self, change):
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if self.shell is not None:
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self.shell.user_ns = change["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().__init__(**kwargs)
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# Initialize the Debugger
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if _is_debugpy_available:
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self.debugger = Debugger(
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self.log,
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self.debugpy_stream,
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self._publish_debug_event,
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self.debug_shell_socket,
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self.session,
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self.debug_just_my_code,
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)
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# Initialize the InteractiveShell subclass
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self.shell = self.shell_class.instance(
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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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compiler_class=XCachingCompiler,
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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 = comm.get_comm_manager()
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assert isinstance(self.comm_manager, HasTraits)
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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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{
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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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]
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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": {"name": "ipython", "version": sys.version_info[0]},
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"pygments_lexer": "ipython%d" % 3,
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"nbconvert_exporter": "python",
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"file_extension": ".py",
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}
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def dispatch_debugpy(self, msg):
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if _is_debugpy_available:
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# The first frame is the socket id, we can drop it
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frame = msg[1].bytes.decode("utf-8")
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self.log.debug("Debugpy received: %s", frame)
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self.debugger.tcp_client.receive_dap_frame(frame)
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@property
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def banner(self):
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return self.shell.banner
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async def poll_stopped_queue(self):
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while True:
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await self.debugger.handle_stopped_event()
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def start(self):
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self.shell.exit_now = False
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if self.debugpy_stream is None:
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self.log.warning("debugpy_stream undefined, debugging will not be enabled")
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else:
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self.debugpy_stream.on_recv(self.dispatch_debugpy, copy=False)
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super().start()
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if self.debugpy_stream:
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asyncio.run_coroutine_threadsafe(
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self.poll_stopped_queue(), self.control_thread.io_loop.asyncio_loop
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)
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def set_parent(self, ident, parent, channel="shell"):
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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().set_parent(ident, parent, channel)
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if channel == "shell":
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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().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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{
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"dependencies_met": True,
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"engine": self.ident,
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}
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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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self._sys_raw_input = builtins.input
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builtins.input = self.raw_input
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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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builtins.input = self._sys_raw_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[int] = 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(partial(cancel_unless_done, future))
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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(partial(cancel_unless_done, sigint_future))
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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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async def do_execute(
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self,
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code,
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silent,
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store_history=True,
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user_expressions=None,
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allow_stdin=False,
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*,
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cell_id=None,
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):
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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: t.Dict[str, t.Any] = {}
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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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with_cell_id = _accepts_cell_id(run_cell)
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else:
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should_run_async = lambda cell: False # noqa
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# older IPython,
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# use blocking run_cell and wrap it in coroutine
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async def run_cell(*args, **kwargs):
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return shell.run_cell(*args, **kwargs)
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with_cell_id = _accepts_cell_id(shell.run_cell)
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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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preprocessing_exc_tuple = None
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try:
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transformed_cell = self.shell.transform_cell(code)
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except Exception:
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transformed_cell = code
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preprocessing_exc_tuple = sys.exc_info()
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if (
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_asyncio_runner
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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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and should_run_async(
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code,
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transformed_cell=transformed_cell,
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preprocessing_exc_tuple=preprocessing_exc_tuple,
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)
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):
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if with_cell_id:
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coro = run_cell(
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code,
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store_history=store_history,
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silent=silent,
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|
|
transformed_cell=transformed_cell,
|
||
|
|
preprocessing_exc_tuple=preprocessing_exc_tuple,
|
||
|
|
cell_id=cell_id,
|
||
|
|
)
|
||
|
|
else:
|
||
|
|
coro = run_cell(
|
||
|
|
code,
|
||
|
|
store_history=store_history,
|
||
|
|
silent=silent,
|
||
|
|
transformed_cell=transformed_cell,
|
||
|
|
preprocessing_exc_tuple=preprocessing_exc_tuple,
|
||
|
|
)
|
||
|
|
|
||
|
|
coro_future = asyncio.ensure_future(coro)
|
||
|
|
|
||
|
|
with self._cancel_on_sigint(coro_future):
|
||
|
|
res = None
|
||
|
|
try:
|
||
|
|
res = await coro_future
|
||
|
|
finally:
|
||
|
|
shell.events.trigger("post_execute")
|
||
|
|
if not silent:
|
||
|
|
shell.events.trigger("post_run_cell", res)
|
||
|
|
else:
|
||
|
|
# runner isn't already running,
|
||
|
|
# make synchronous call,
|
||
|
|
# letting shell dispatch to loop runners
|
||
|
|
if with_cell_id:
|
||
|
|
res = shell.run_cell(
|
||
|
|
code,
|
||
|
|
store_history=store_history,
|
||
|
|
silent=silent,
|
||
|
|
cell_id=cell_id,
|
||
|
|
)
|
||
|
|
else:
|
||
|
|
res = shell.run_cell(code, store_history=store_history, silent=silent)
|
||
|
|
finally:
|
||
|
|
self._restore_input()
|
||
|
|
|
||
|
|
if res.error_before_exec is not None:
|
||
|
|
err = res.error_before_exec
|
||
|
|
else:
|
||
|
|
err = res.error_in_exec
|
||
|
|
|
||
|
|
if res.success:
|
||
|
|
reply_content["status"] = "ok"
|
||
|
|
else:
|
||
|
|
reply_content["status"] = "error"
|
||
|
|
|
||
|
|
reply_content.update(
|
||
|
|
{
|
||
|
|
"traceback": shell._last_traceback or [],
|
||
|
|
"ename": str(type(err).__name__),
|
||
|
|
"evalue": str(err),
|
||
|
|
}
|
||
|
|
)
|
||
|
|
|
||
|
|
# FIXME: deprecated piece for ipyparallel (remove in 5.0):
|
||
|
|
e_info = dict(engine_uuid=self.ident, engine_id=self.int_id, method="execute")
|
||
|
|
reply_content["engine_info"] = e_info
|
||
|
|
|
||
|
|
# Return the execution counter so clients can display prompts
|
||
|
|
reply_content["execution_count"] = shell.execution_count - 1
|
||
|
|
|
||
|
|
if "traceback" in reply_content:
|
||
|
|
self.log.info(
|
||
|
|
"Exception in execute request:\n%s",
|
||
|
|
"\n".join(reply_content["traceback"]),
|
||
|
|
)
|
||
|
|
|
||
|
|
# At this point, we can tell whether the main code execution succeeded
|
||
|
|
# or not. If it did, we proceed to evaluate user_expressions
|
||
|
|
if reply_content["status"] == "ok":
|
||
|
|
reply_content["user_expressions"] = shell.user_expressions(user_expressions or {})
|
||
|
|
else:
|
||
|
|
# If there was an error, don't even try to compute expressions
|
||
|
|
reply_content["user_expressions"] = {}
|
||
|
|
|
||
|
|
# Payloads should be retrieved regardless of outcome, so we can both
|
||
|
|
# recover partial output (that could have been generated early in a
|
||
|
|
# block, before an error) and always clear the payload system.
|
||
|
|
reply_content["payload"] = shell.payload_manager.read_payload()
|
||
|
|
# Be aggressive about clearing the payload because we don't want
|
||
|
|
# it to sit in memory until the next execute_request comes in.
|
||
|
|
shell.payload_manager.clear_payload()
|
||
|
|
|
||
|
|
return reply_content
|
||
|
|
|
||
|
|
def do_complete(self, code, cursor_pos):
|
||
|
|
if _use_experimental_60_completion and self.use_experimental_completions:
|
||
|
|
return self._experimental_do_complete(code, cursor_pos)
|
||
|
|
|
||
|
|
# FIXME: IPython completers currently assume single line,
|
||
|
|
# but completion messages give multi-line context
|
||
|
|
# For now, extract line from cell, based on cursor_pos:
|
||
|
|
if cursor_pos is None:
|
||
|
|
cursor_pos = len(code)
|
||
|
|
line, offset = line_at_cursor(code, cursor_pos)
|
||
|
|
line_cursor = cursor_pos - offset
|
||
|
|
txt, matches = self.shell.complete("", line, line_cursor)
|
||
|
|
return {
|
||
|
|
"matches": matches,
|
||
|
|
"cursor_end": cursor_pos,
|
||
|
|
"cursor_start": cursor_pos - len(txt),
|
||
|
|
"metadata": {},
|
||
|
|
"status": "ok",
|
||
|
|
}
|
||
|
|
|
||
|
|
async def do_debug_request(self, msg):
|
||
|
|
if _is_debugpy_available:
|
||
|
|
return await self.debugger.process_request(msg)
|
||
|
|
|
||
|
|
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,
|
||
|
|
signature=comp.signature,
|
||
|
|
)
|
||
|
|
)
|
||
|
|
|
||
|
|
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, omit_sections=()):
|
||
|
|
name = token_at_cursor(code, cursor_pos)
|
||
|
|
|
||
|
|
reply_content: t.Dict[str, t.Any] = {"status": "ok"}
|
||
|
|
reply_content["data"] = {}
|
||
|
|
reply_content["metadata"] = {}
|
||
|
|
try:
|
||
|
|
if release.version_info >= (8,):
|
||
|
|
# `omit_sections` keyword will be available in IPython 8, see
|
||
|
|
# https://github.com/ipython/ipython/pull/13343
|
||
|
|
bundle = self.shell.object_inspect_mime(
|
||
|
|
name,
|
||
|
|
detail_level=detail_level,
|
||
|
|
omit_sections=omit_sections,
|
||
|
|
)
|
||
|
|
else:
|
||
|
|
bundle = self.shell.object_inspect_mime(name, detail_level=detail_level)
|
||
|
|
reply_content["data"].update(bundle)
|
||
|
|
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):
|
||
|
|
try:
|
||
|
|
from ipyparallel.serialize import serialize_object, unpack_apply_message
|
||
|
|
except ImportError:
|
||
|
|
from .serialize import serialize_object, unpack_apply_message # type:ignore
|
||
|
|
|
||
|
|
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 = f"{resultname} = {fname}(*{argname},**{kwargname})"
|
||
|
|
try:
|
||
|
|
exec(code, shell.user_global_ns, shell.user_ns) # noqa
|
||
|
|
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 = {
|
||
|
|
"traceback": shell._last_traceback or [],
|
||
|
|
"ename": str(type(e).__name__),
|
||
|
|
"evalue": str(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,
|
||
|
|
"error",
|
||
|
|
reply_content,
|
||
|
|
ident=self._topic("error"),
|
||
|
|
channel="shell",
|
||
|
|
)
|
||
|
|
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): # pragma: no cover
|
||
|
|
import warnings
|
||
|
|
|
||
|
|
warnings.warn(
|
||
|
|
"Kernel is a deprecated alias of ipykernel.ipkernel.IPythonKernel",
|
||
|
|
DeprecationWarning,
|
||
|
|
)
|
||
|
|
super().__init__(*args, **kwargs)
|