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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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test_launcher.py
194 lines | 6.9 KiB | text/x-python | PythonLexer
"""Tests for launchers
Doesn't actually start any subprocesses, but goes through the motions of constructing
objects, which should test basic config.
Authors:
* Min RK
"""
#-------------------------------------------------------------------------------
# Copyright (C) 2013 The IPython Development Team
#
# Distributed under the terms of the BSD License. The full license is in
# the file COPYING, distributed as part of this software.
#-------------------------------------------------------------------------------
#-------------------------------------------------------------------------------
# Imports
#-------------------------------------------------------------------------------
import logging
import os
import shutil
import sys
import tempfile
from unittest import TestCase
from nose import SkipTest
from IPython.config import Config
from IPython.parallel.apps import launcher
from IPython.testing import decorators as dec
from IPython.utils.py3compat import string_types
#-------------------------------------------------------------------------------
# TestCase Mixins
#-------------------------------------------------------------------------------
class LauncherTest:
"""Mixin for generic launcher tests"""
def setUp(self):
self.profile_dir = tempfile.mkdtemp(prefix="profile_")
def tearDown(self):
shutil.rmtree(self.profile_dir)
@property
def config(self):
return Config()
def build_launcher(self, **kwargs):
kw = dict(
work_dir=self.profile_dir,
profile_dir=self.profile_dir,
config=self.config,
cluster_id='',
log=logging.getLogger(),
)
kw.update(kwargs)
return self.launcher_class(**kw)
def test_profile_dir_arg(self):
launcher = self.build_launcher()
self.assertTrue("--profile-dir" in launcher.cluster_args)
self.assertTrue(self.profile_dir in launcher.cluster_args)
def test_cluster_id_arg(self):
launcher = self.build_launcher()
self.assertTrue("--cluster-id" in launcher.cluster_args)
idx = launcher.cluster_args.index("--cluster-id")
self.assertEqual(launcher.cluster_args[idx+1], '')
launcher.cluster_id = 'foo'
self.assertEqual(launcher.cluster_args[idx+1], 'foo')
def test_args(self):
launcher = self.build_launcher()
for arg in launcher.args:
self.assertTrue(isinstance(arg, string_types), str(arg))
class BatchTest:
"""Tests for batch-system launchers (LSF, SGE, PBS)"""
def test_batch_template(self):
launcher = self.build_launcher()
batch_file = os.path.join(self.profile_dir, launcher.batch_file_name)
self.assertEqual(launcher.batch_file, batch_file)
launcher.write_batch_script(1)
self.assertTrue(os.path.isfile(batch_file))
class SSHTest:
"""Tests for SSH launchers"""
def test_cluster_id_arg(self):
raise SkipTest("SSH Launchers don't support cluster ID")
def test_remote_profile_dir(self):
cfg = Config()
launcher_cfg = getattr(cfg, self.launcher_class.__name__)
launcher_cfg.remote_profile_dir = "foo"
launcher = self.build_launcher(config=cfg)
self.assertEqual(launcher.remote_profile_dir, "foo")
def test_remote_profile_dir_default(self):
launcher = self.build_launcher()
self.assertEqual(launcher.remote_profile_dir, self.profile_dir)
#-------------------------------------------------------------------------------
# Controller Launcher Tests
#-------------------------------------------------------------------------------
class ControllerLauncherTest(LauncherTest):
"""Tests for Controller Launchers"""
pass
class TestLocalControllerLauncher(ControllerLauncherTest, TestCase):
launcher_class = launcher.LocalControllerLauncher
class TestMPIControllerLauncher(ControllerLauncherTest, TestCase):
launcher_class = launcher.MPIControllerLauncher
class TestPBSControllerLauncher(BatchTest, ControllerLauncherTest, TestCase):
launcher_class = launcher.PBSControllerLauncher
class TestSGEControllerLauncher(BatchTest, ControllerLauncherTest, TestCase):
launcher_class = launcher.SGEControllerLauncher
class TestLSFControllerLauncher(BatchTest, ControllerLauncherTest, TestCase):
launcher_class = launcher.LSFControllerLauncher
class TestHTCondorControllerLauncher(BatchTest, ControllerLauncherTest, TestCase):
launcher_class = launcher.HTCondorControllerLauncher
class TestSSHControllerLauncher(SSHTest, ControllerLauncherTest, TestCase):
launcher_class = launcher.SSHControllerLauncher
#-------------------------------------------------------------------------------
# Engine Set Launcher Tests
#-------------------------------------------------------------------------------
class EngineSetLauncherTest(LauncherTest):
"""Tests for EngineSet launchers"""
pass
class TestLocalEngineSetLauncher(EngineSetLauncherTest, TestCase):
launcher_class = launcher.LocalEngineSetLauncher
class TestMPIEngineSetLauncher(EngineSetLauncherTest, TestCase):
launcher_class = launcher.MPIEngineSetLauncher
class TestPBSEngineSetLauncher(BatchTest, EngineSetLauncherTest, TestCase):
launcher_class = launcher.PBSEngineSetLauncher
class TestSGEEngineSetLauncher(BatchTest, EngineSetLauncherTest, TestCase):
launcher_class = launcher.SGEEngineSetLauncher
class TestLSFEngineSetLauncher(BatchTest, EngineSetLauncherTest, TestCase):
launcher_class = launcher.LSFEngineSetLauncher
class TestHTCondorEngineSetLauncher(BatchTest, EngineSetLauncherTest, TestCase):
launcher_class = launcher.HTCondorEngineSetLauncher
class TestSSHEngineSetLauncher(EngineSetLauncherTest, TestCase):
launcher_class = launcher.SSHEngineSetLauncher
def test_cluster_id_arg(self):
raise SkipTest("SSH Launchers don't support cluster ID")
class TestSSHProxyEngineSetLauncher(SSHTest, LauncherTest, TestCase):
launcher_class = launcher.SSHProxyEngineSetLauncher
class TestSSHEngineLauncher(SSHTest, LauncherTest, TestCase):
launcher_class = launcher.SSHEngineLauncher
#-------------------------------------------------------------------------------
# Windows Launcher Tests
#-------------------------------------------------------------------------------
class WinHPCTest:
"""Tests for WinHPC Launchers"""
def test_batch_template(self):
launcher = self.build_launcher()
job_file = os.path.join(self.profile_dir, launcher.job_file_name)
self.assertEqual(launcher.job_file, job_file)
launcher.write_job_file(1)
self.assertTrue(os.path.isfile(job_file))
class TestWinHPCControllerLauncher(WinHPCTest, ControllerLauncherTest, TestCase):
launcher_class = launcher.WindowsHPCControllerLauncher
class TestWinHPCEngineSetLauncher(WinHPCTest, EngineSetLauncherTest, TestCase):
launcher_class = launcher.WindowsHPCEngineSetLauncher