scikit-learn/sklearn/externals/joblib/my_exceptions.py

103 lines
3.2 KiB
Python

"""
Exceptions
"""
# Author: Gael Varoquaux < gael dot varoquaux at normalesup dot org >
# Copyright: 2010, Gael Varoquaux
# License: BSD 3 clause
import sys
class JoblibException(Exception):
"""A simple exception with an error message that you can get to."""
def __init__(self, *args):
self.args = args
def __reduce__(self):
# For pickling
return self.__class__, self.args, {}
def __repr__(self):
if hasattr(self, 'args'):
message = self.args[0]
else:
# Python 2 compat: instances of JoblibException can be created
# without calling JoblibException __init__ in case of
# multi-inheritance: in that case the message is stored as an
# explicit attribute under Python 2 (only)
message = self.message
name = self.__class__.__name__
return '%s\n%s\n%s\n%s' % (name, 75 * '_', message, 75 * '_')
__str__ = __repr__
class TransportableException(JoblibException):
"""An exception containing all the info to wrap an original
exception and recreate it.
"""
def __init__(self, message, etype):
self.message = message
self.etype = etype
def __reduce__(self):
# For pickling
return self.__class__, (self.message, self.etype), {}
_exception_mapping = dict()
def _mk_exception(exception, name=None):
# Create an exception inheriting from both JoblibException
# and that exception
if name is None:
name = exception.__name__
this_name = 'Joblib%s' % name
if this_name in _exception_mapping:
# Avoid creating twice the same exception
this_exception = _exception_mapping[this_name]
else:
if exception is Exception:
# We cannot create a subclass: we are already a trivial
# subclass
return JoblibException, this_name
this_exception = type(this_name, (exception, JoblibException),
dict(__repr__=JoblibException.__repr__,
__str__=JoblibException.__str__),
)
_exception_mapping[this_name] = this_exception
return this_exception, this_name
def _mk_common_exceptions():
namespace = dict()
if sys.version_info[0] == 3:
import builtins as _builtin_exceptions
common_exceptions = filter(
lambda x: x.endswith('Error'),
dir(_builtin_exceptions))
else:
import exceptions as _builtin_exceptions
common_exceptions = dir(_builtin_exceptions)
for name in common_exceptions:
obj = getattr(_builtin_exceptions, name)
if isinstance(obj, type) and issubclass(obj, BaseException):
try:
this_obj, this_name = _mk_exception(obj, name=name)
namespace[this_name] = this_obj
except TypeError:
# Cannot create a consistent method resolution order:
# a class that we can't subclass properly, probably
# BaseException
pass
return namespace
# Updating module locals so that the exceptions pickle right. AFAIK this
# works only at module-creation time
locals().update(_mk_common_exceptions())