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Reset the interactive namespace __warningregistry__ before executing code...
Reset the interactive namespace __warningregistry__ before executing code Fixes #6611. Idea: Right now, people often don't see important warnings when running code in IPython, because (to a first approximation) any given warning will only issue once per session. Blink and you'll miss it! This is a very common contributor to confused emails to numpy-discussion. E.g.: In [5]: 1 / my_array_with_random_contents /home/njs/.user-python2.7-64bit-3/bin/ipython:1: RuntimeWarning: divide by zero encountered in divide #!/home/njs/.user-python2.7-64bit-3/bin/python Out[5]: array([ 1.77073316, -2.29765021, -2.01800811, ..., 1.13871243, -1.08302964, -8.6185091 ]) Oo, right, guess I gotta be careful of those zeros -- thanks, numpy, for giving me that warning! A few days later: In [592]: 1 / some_other_array Out[592]: array([ 3.07735763, 0.50769289, 0.83984078, ..., -0.67563917, -0.85736257, -1.36511271]) Oops, it turns out that this array had a zero in it too, and that's going to bite me later. But no warning this time! The effect of this commit is to make it so that warnings triggered by the code in cell 5 do *not* suppress warnings triggered by the code in cell 592. Note that this only applies to warnings triggered *directly* by code entered interactively -- if somepkg.foo() calls anotherpkg.bad_func() which issues a warning, then this warning will still only be displayed once, even if multiple cells call somepkg.foo(). But if cell 5 and cell 592 both call anotherpkg.bad_func() directly, then both will get warnings. (Important exception: if foo() is defined *interactively*, and calls anotherpkg.bad_func(), then every cell that calls foo() will display the warning again. This is unavoidable without fixes to CPython upstream.) Explanation: Python's warning system has some weird quirks. By default, it tries to suppress duplicate warnings, where "duplicate" means the same warning message triggered twice by the same line of code. This requires determining which line of code is responsible for triggering a warning, and this is controlled by the stacklevel= argument to warnings.warn. Basically, though, the idea is that if foo() calls bar() which calls baz() which calls some_deprecated_api(), then baz() will get counted as being "responsible", and the warning system will make a note that the usage of some_deprecated_api() inside baz() has already been warned about and doesn't need to be warned about again. So far so good. To accomplish this, obviously, there has to be a record of somewhere which line this was. You might think that this would be done by recording the filename:linenumber pair in a dict inside the warnings module, or something like that. You would be wrong. What actually happens is that the warnings module will use stack introspection to reach into baz()'s execution environment, create a global (module-level) variable there named __warningregistry__, and then, inside this dictionary, record just the line number. Basically, it assumes that any given module contains only one line 1, only one line 2, etc., so storing the filename is irrelevant. Obviously for interactive code this is totally wrong -- all cells share the same execution environment and global namespace, and they all contain a new line 1. Currently the warnings module treats these as if they were all the same line. In fact they are not the same line; once we have executed a given chunk of code, we will never see those particular lines again. As soon as a given chunk of code finishes executing, its line number labels become meaningless, and the corresponding warning registry entries become meaningless as well. Therefore, with this patch we delete the __warningregistry__ each time we execute a new block of code.

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ipkernel.py
172 lines | 6.3 KiB | text/x-python | PythonLexer
"""An in-process kernel"""
# Copyright (c) IPython Development Team.
# Distributed under the terms of the Modified BSD License.
from contextlib import contextmanager
import logging
import sys
from IPython.core.interactiveshell import InteractiveShellABC
from IPython.utils.jsonutil import json_clean
from IPython.utils.traitlets import Any, Enum, Instance, List, Type
from IPython.kernel.zmq.ipkernel import IPythonKernel
from IPython.kernel.zmq.zmqshell import ZMQInteractiveShell
from .socket import DummySocket
#-----------------------------------------------------------------------------
# Main kernel class
#-----------------------------------------------------------------------------
class InProcessKernel(IPythonKernel):
#-------------------------------------------------------------------------
# InProcessKernel interface
#-------------------------------------------------------------------------
# The frontends connected to this kernel.
frontends = List(
Instance('IPython.kernel.inprocess.client.InProcessKernelClient')
)
# The GUI environment that the kernel is running under. This need not be
# specified for the normal operation for the kernel, but is required for
# IPython's GUI support (including pylab). The default is 'inline' because
# it is safe under all GUI toolkits.
gui = Enum(('tk', 'gtk', 'wx', 'qt', 'qt4', 'inline'),
default_value='inline')
raw_input_str = Any()
stdout = Any()
stderr = Any()
#-------------------------------------------------------------------------
# Kernel interface
#-------------------------------------------------------------------------
shell_class = Type()
shell_streams = List()
control_stream = Any()
iopub_socket = Instance(DummySocket, ())
stdin_socket = Instance(DummySocket, ())
def __init__(self, **traits):
# When an InteractiveShell is instantiated by our base class, it binds
# the current values of sys.stdout and sys.stderr.
with self._redirected_io():
super(InProcessKernel, self).__init__(**traits)
self.iopub_socket.on_trait_change(self._io_dispatch, 'message_sent')
self.shell.kernel = self
def execute_request(self, stream, ident, parent):
""" Override for temporary IO redirection. """
with self._redirected_io():
super(InProcessKernel, self).execute_request(stream, ident, parent)
def start(self):
""" Override registration of dispatchers for streams. """
self.shell.exit_now = False
def _abort_queue(self, stream):
""" The in-process kernel doesn't abort requests. """
pass
def _input_request(self, prompt, ident, parent, password=False):
# Flush output before making the request.
self.raw_input_str = None
sys.stderr.flush()
sys.stdout.flush()
# Send the input request.
content = json_clean(dict(prompt=prompt, password=password))
msg = self.session.msg(u'input_request', content, parent)
for frontend in self.frontends:
if frontend.session.session == parent['header']['session']:
frontend.stdin_channel.call_handlers(msg)
break
else:
logging.error('No frontend found for raw_input request')
return str()
# Await a response.
while self.raw_input_str is None:
frontend.stdin_channel.process_events()
return self.raw_input_str
#-------------------------------------------------------------------------
# Protected interface
#-------------------------------------------------------------------------
@contextmanager
def _redirected_io(self):
""" Temporarily redirect IO to the kernel.
"""
sys_stdout, sys_stderr = sys.stdout, sys.stderr
sys.stdout, sys.stderr = self.stdout, self.stderr
yield
sys.stdout, sys.stderr = sys_stdout, sys_stderr
#------ Trait change handlers --------------------------------------------
def _io_dispatch(self):
""" Called when a message is sent to the IO socket.
"""
ident, msg = self.session.recv(self.iopub_socket, copy=False)
for frontend in self.frontends:
frontend.iopub_channel.call_handlers(msg)
#------ Trait initializers -----------------------------------------------
def _log_default(self):
return logging.getLogger(__name__)
def _session_default(self):
from IPython.kernel.zmq.session import Session
return Session(parent=self)
def _shell_class_default(self):
return InProcessInteractiveShell
def _stdout_default(self):
from IPython.kernel.zmq.iostream import OutStream
return OutStream(self.session, self.iopub_socket, u'stdout', pipe=False)
def _stderr_default(self):
from IPython.kernel.zmq.iostream import OutStream
return OutStream(self.session, self.iopub_socket, u'stderr', pipe=False)
#-----------------------------------------------------------------------------
# Interactive shell subclass
#-----------------------------------------------------------------------------
class InProcessInteractiveShell(ZMQInteractiveShell):
kernel = Instance('IPython.kernel.inprocess.ipkernel.InProcessKernel')
#-------------------------------------------------------------------------
# InteractiveShell interface
#-------------------------------------------------------------------------
def enable_gui(self, gui=None):
"""Enable GUI integration for the kernel."""
from IPython.kernel.zmq.eventloops import enable_gui
if not gui:
gui = self.kernel.gui
return enable_gui(gui, kernel=self.kernel)
def enable_matplotlib(self, gui=None):
"""Enable matplotlib integration for the kernel."""
if not gui:
gui = self.kernel.gui
return super(InProcessInteractiveShell, self).enable_matplotlib(gui)
def enable_pylab(self, gui=None, import_all=True, welcome_message=False):
"""Activate pylab support at runtime."""
if not gui:
gui = self.kernel.gui
return super(InProcessInteractiveShell, self).enable_pylab(gui, import_all,
welcome_message)
InteractiveShellABC.register(InProcessInteractiveShell)