You can not select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
538 lines
19 KiB
538 lines
19 KiB
"""The IPython kernel implementation"""
|
|
|
|
import asyncio
|
|
from contextlib import contextmanager
|
|
from functools import partial
|
|
import getpass
|
|
import signal
|
|
import sys
|
|
|
|
from IPython.core import release
|
|
from ipython_genutils.py3compat import builtin_mod, PY3, unicode_type, safe_unicode
|
|
from IPython.utils.tokenutil import token_at_cursor, line_at_cursor
|
|
from tornado import gen
|
|
from traitlets import Instance, Type, Any, List, Bool
|
|
|
|
from .comm import CommManager
|
|
from .kernelbase import Kernel as KernelBase
|
|
from .zmqshell import ZMQInteractiveShell
|
|
from .eventloops import _use_appnope
|
|
|
|
try:
|
|
from IPython.core.interactiveshell import _asyncio_runner
|
|
except ImportError:
|
|
_asyncio_runner = None
|
|
|
|
try:
|
|
from IPython.core.completer import rectify_completions as _rectify_completions, provisionalcompleter as _provisionalcompleter
|
|
_use_experimental_60_completion = True
|
|
except ImportError:
|
|
_use_experimental_60_completion = False
|
|
|
|
_EXPERIMENTAL_KEY_NAME = '_jupyter_types_experimental'
|
|
|
|
|
|
class IPythonKernel(KernelBase):
|
|
shell = Instance('IPython.core.interactiveshell.InteractiveShellABC',
|
|
allow_none=True)
|
|
shell_class = Type(ZMQInteractiveShell)
|
|
|
|
use_experimental_completions = Bool(True,
|
|
help="Set this flag to False to deactivate the use of experimental IPython completion APIs.",
|
|
).tag(config=True)
|
|
|
|
user_module = Any()
|
|
def _user_module_changed(self, name, old, new):
|
|
if self.shell is not None:
|
|
self.shell.user_module = new
|
|
|
|
user_ns = Instance(dict, args=None, allow_none=True)
|
|
def _user_ns_changed(self, name, old, new):
|
|
if self.shell is not None:
|
|
self.shell.user_ns = new
|
|
self.shell.init_user_ns()
|
|
|
|
# A reference to the Python builtin 'raw_input' function.
|
|
# (i.e., __builtin__.raw_input for Python 2.7, builtins.input for Python 3)
|
|
_sys_raw_input = Any()
|
|
_sys_eval_input = Any()
|
|
|
|
def __init__(self, **kwargs):
|
|
super(IPythonKernel, self).__init__(**kwargs)
|
|
|
|
# Initialize the InteractiveShell subclass
|
|
self.shell = self.shell_class.instance(parent=self,
|
|
profile_dir = self.profile_dir,
|
|
user_module = self.user_module,
|
|
user_ns = self.user_ns,
|
|
kernel = self,
|
|
)
|
|
self.shell.displayhook.session = self.session
|
|
self.shell.displayhook.pub_socket = self.iopub_socket
|
|
self.shell.displayhook.topic = self._topic('execute_result')
|
|
self.shell.display_pub.session = self.session
|
|
self.shell.display_pub.pub_socket = self.iopub_socket
|
|
|
|
self.comm_manager = CommManager(parent=self, kernel=self)
|
|
|
|
self.shell.configurables.append(self.comm_manager)
|
|
comm_msg_types = [ 'comm_open', 'comm_msg', 'comm_close' ]
|
|
for msg_type in comm_msg_types:
|
|
self.shell_handlers[msg_type] = getattr(self.comm_manager, msg_type)
|
|
|
|
if _use_appnope() and self._darwin_app_nap:
|
|
# Disable app-nap as the kernel is not a gui but can have guis
|
|
import appnope
|
|
appnope.nope()
|
|
|
|
help_links = List([
|
|
{
|
|
'text': "Python Reference",
|
|
'url': "https://docs.python.org/%i.%i" % sys.version_info[:2],
|
|
},
|
|
{
|
|
'text': "IPython Reference",
|
|
'url': "https://ipython.org/documentation.html",
|
|
},
|
|
{
|
|
'text': "NumPy Reference",
|
|
'url': "https://docs.scipy.org/doc/numpy/reference/",
|
|
},
|
|
{
|
|
'text': "SciPy Reference",
|
|
'url': "https://docs.scipy.org/doc/scipy/reference/",
|
|
},
|
|
{
|
|
'text': "Matplotlib Reference",
|
|
'url': "https://matplotlib.org/contents.html",
|
|
},
|
|
{
|
|
'text': "SymPy Reference",
|
|
'url': "http://docs.sympy.org/latest/index.html",
|
|
},
|
|
{
|
|
'text': "pandas Reference",
|
|
'url': "https://pandas.pydata.org/pandas-docs/stable/",
|
|
},
|
|
]).tag(config=True)
|
|
|
|
# Kernel info fields
|
|
implementation = 'ipython'
|
|
implementation_version = release.version
|
|
language_info = {
|
|
'name': 'python',
|
|
'version': sys.version.split()[0],
|
|
'mimetype': 'text/x-python',
|
|
'codemirror_mode': {
|
|
'name': 'ipython',
|
|
'version': sys.version_info[0]
|
|
},
|
|
'pygments_lexer': 'ipython%d' % (3 if PY3 else 2),
|
|
'nbconvert_exporter': 'python',
|
|
'file_extension': '.py'
|
|
}
|
|
|
|
@property
|
|
def banner(self):
|
|
return self.shell.banner
|
|
|
|
def start(self):
|
|
self.shell.exit_now = False
|
|
super(IPythonKernel, self).start()
|
|
|
|
def set_parent(self, ident, parent):
|
|
"""Overridden from parent to tell the display hook and output streams
|
|
about the parent message.
|
|
"""
|
|
super(IPythonKernel, self).set_parent(ident, parent)
|
|
self.shell.set_parent(parent)
|
|
|
|
def init_metadata(self, parent):
|
|
"""Initialize metadata.
|
|
|
|
Run at the beginning of each execution request.
|
|
"""
|
|
md = super(IPythonKernel, self).init_metadata(parent)
|
|
# FIXME: remove deprecated ipyparallel-specific code
|
|
# This is required for ipyparallel < 5.0
|
|
md.update({
|
|
'dependencies_met' : True,
|
|
'engine' : self.ident,
|
|
})
|
|
return md
|
|
|
|
def finish_metadata(self, parent, metadata, reply_content):
|
|
"""Finish populating metadata.
|
|
|
|
Run after completing an execution request.
|
|
"""
|
|
# FIXME: remove deprecated ipyparallel-specific code
|
|
# This is required by ipyparallel < 5.0
|
|
metadata['status'] = reply_content['status']
|
|
if reply_content['status'] == 'error' and reply_content['ename'] == 'UnmetDependency':
|
|
metadata['dependencies_met'] = False
|
|
|
|
return metadata
|
|
|
|
def _forward_input(self, allow_stdin=False):
|
|
"""Forward raw_input and getpass to the current frontend.
|
|
|
|
via input_request
|
|
"""
|
|
self._allow_stdin = allow_stdin
|
|
|
|
if PY3:
|
|
self._sys_raw_input = builtin_mod.input
|
|
builtin_mod.input = self.raw_input
|
|
else:
|
|
self._sys_raw_input = builtin_mod.raw_input
|
|
self._sys_eval_input = builtin_mod.input
|
|
builtin_mod.raw_input = self.raw_input
|
|
builtin_mod.input = lambda prompt='': eval(self.raw_input(prompt))
|
|
self._save_getpass = getpass.getpass
|
|
getpass.getpass = self.getpass
|
|
|
|
def _restore_input(self):
|
|
"""Restore raw_input, getpass"""
|
|
if PY3:
|
|
builtin_mod.input = self._sys_raw_input
|
|
else:
|
|
builtin_mod.raw_input = self._sys_raw_input
|
|
builtin_mod.input = self._sys_eval_input
|
|
|
|
getpass.getpass = self._save_getpass
|
|
|
|
@property
|
|
def execution_count(self):
|
|
return self.shell.execution_count
|
|
|
|
@execution_count.setter
|
|
def execution_count(self, value):
|
|
# Ignore the incrementing done by KernelBase, in favour of our shell's
|
|
# execution counter.
|
|
pass
|
|
|
|
@contextmanager
|
|
def _cancel_on_sigint(self, future):
|
|
"""ContextManager for capturing SIGINT and cancelling a future
|
|
|
|
SIGINT raises in the event loop when running async code,
|
|
but we want it to halt a coroutine.
|
|
|
|
Ideally, it would raise KeyboardInterrupt,
|
|
but this turns it into a CancelledError.
|
|
At least it gets a decent traceback to the user.
|
|
"""
|
|
sigint_future = asyncio.Future()
|
|
|
|
# whichever future finishes first,
|
|
# cancel the other one
|
|
def cancel_unless_done(f, _ignored):
|
|
if f.cancelled() or f.done():
|
|
return
|
|
f.cancel()
|
|
|
|
# when sigint finishes,
|
|
# abort the coroutine with CancelledError
|
|
sigint_future.add_done_callback(
|
|
partial(cancel_unless_done, future)
|
|
)
|
|
# when the main future finishes,
|
|
# stop watching for SIGINT events
|
|
future.add_done_callback(
|
|
partial(cancel_unless_done, sigint_future)
|
|
)
|
|
|
|
def handle_sigint(*args):
|
|
def set_sigint_result():
|
|
if sigint_future.cancelled() or sigint_future.done():
|
|
return
|
|
sigint_future.set_result(1)
|
|
# use add_callback for thread safety
|
|
self.io_loop.add_callback(set_sigint_result)
|
|
|
|
# set the custom sigint hander during this context
|
|
save_sigint = signal.signal(signal.SIGINT, handle_sigint)
|
|
try:
|
|
yield
|
|
finally:
|
|
# restore the previous sigint handler
|
|
signal.signal(signal.SIGINT, save_sigint)
|
|
|
|
@gen.coroutine
|
|
def do_execute(self, code, silent, store_history=True,
|
|
user_expressions=None, allow_stdin=False):
|
|
shell = self.shell # we'll need this a lot here
|
|
|
|
self._forward_input(allow_stdin)
|
|
|
|
reply_content = {}
|
|
if hasattr(shell, 'run_cell_async') and hasattr(shell, 'should_run_async'):
|
|
run_cell = shell.run_cell_async
|
|
should_run_async = shell.should_run_async
|
|
else:
|
|
should_run_async = lambda cell: False
|
|
# older IPython,
|
|
# use blocking run_cell and wrap it in coroutine
|
|
@gen.coroutine
|
|
def run_cell(*args, **kwargs):
|
|
return shell.run_cell(*args, **kwargs)
|
|
try:
|
|
|
|
# default case: runner is asyncio and asyncio is already running
|
|
# TODO: this should check every case for "are we inside the runner",
|
|
# not just asyncio
|
|
if (
|
|
_asyncio_runner
|
|
and should_run_async(code)
|
|
and shell.loop_runner is _asyncio_runner
|
|
and asyncio.get_event_loop().is_running()
|
|
):
|
|
coro = run_cell(code, store_history=store_history, silent=silent)
|
|
coro_future = asyncio.ensure_future(coro)
|
|
|
|
with self._cancel_on_sigint(coro_future):
|
|
res = None
|
|
try:
|
|
res = yield 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
|
|
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[u'status'] = u'ok'
|
|
else:
|
|
reply_content[u'status'] = u'error'
|
|
|
|
reply_content.update({
|
|
u'traceback': shell._last_traceback or [],
|
|
u'ename': unicode_type(type(err).__name__),
|
|
u'evalue': safe_unicode(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[u'user_expressions'] = \
|
|
shell.user_expressions(user_expressions or {})
|
|
else:
|
|
# If there was an error, don't even try to compute expressions
|
|
reply_content[u'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[u'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'}
|
|
|
|
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)
|