How do I manually throw/raise an exception in Python?
Use the most specific Exception constructor that semantically fits your issue.
Be specific in your message, e.g.:
raise ValueError('A very specific bad thing happened.')
Don't raise generic exceptions
Avoid raising a generic Exception. To catch it, you'll have to catch all other more specific exceptions that subclass it.
Problem 1: Hiding bugs
raise Exception('I know Python!') # Don't! If you catch, likely to hide bugs.
For example:
def demo_bad_catch():
try:
raise ValueError('Represents a hidden bug, do not catch this')
raise Exception('This is the exception you expect to handle')
except Exception as error:
print('Caught this error: ' + repr(error))
>>> demo_bad_catch()
Caught this error: ValueError('Represents a hidden bug, do not catch this',)
Problem 2: Won't catch
And more specific catches won't catch the general exception:
def demo_no_catch():
try:
raise Exception('general exceptions not caught by specific handling')
except ValueError as e:
print('we will not catch exception: Exception')
>>> demo_no_catch()
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "<stdin>", line 3, in demo_no_catch
Exception: general exceptions not caught by specific handling
Best Practices: raise statement
Instead, use the most specific Exception constructor that semantically fits your issue.
raise ValueError('A very specific bad thing happened')
which also handily allows an arbitrary number of arguments to be passed to the constructor:
raise ValueError('A very specific bad thing happened', 'foo', 'bar', 'baz')
These arguments are accessed by the args attribute on the Exception object. For example:
try:
some_code_that_may_raise_our_value_error()
except ValueError as err:
print(err.args)
prints
('message', 'foo', 'bar', 'baz')
In Python 2.5, an actual message attribute was added to BaseException in favor of encouraging users to subclass Exceptions and stop using args, but the introduction of message and the original deprecation of args has been retracted.
Best Practices: except clause
When inside an except clause, you might want to, for example, log that a specific type of error happened, and then re-raise. The best way to do this while preserving the stack trace is to use a bare raise statement. For example:
logger = logging.getLogger(__name__)
try:
do_something_in_app_that_breaks_easily()
except AppError as error:
logger.error(error)
raise # just this!
# raise AppError # Don't do this, you'll lose the stack trace!
Don't modify your errors... but if you insist.
You can preserve the stacktrace (and error value) with sys.exc_info(), but this is way more error prone and has compatibility problems between Python 2 and 3, prefer to use a bare raise to re-raise.
To explain - the sys.exc_info() returns the type, value, and traceback.
type, value, traceback = sys.exc_info()
This is the syntax in Python 2 - note this is not compatible with Python 3:
raise AppError, error, sys.exc_info()[2] # avoid this.
# Equivalently, as error *is* the second object:
raise sys.exc_info()[0], sys.exc_info()[1], sys.exc_info()[2]
If you want to, you can modify what happens with your new raise - e.g. setting new args for the instance:
def error():
raise ValueError('oops!')
def catch_error_modify_message():
try:
error()
except ValueError:
error_type, error_instance, traceback = sys.exc_info()
error_instance.args = (error_instance.args[0] + ' <modification>',)
raise error_type, error_instance, traceback
And we have preserved the whole traceback while modifying the args. Note that this is not a best practice and it is invalid syntax in Python 3 (making keeping compatibility much harder to work around).
>>> catch_error_modify_message()
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "<stdin>", line 3, in catch_error_modify_message
File "<stdin>", line 2, in error
ValueError: oops! <modification>
In Python 3:
raise error.with_traceback(sys.exc_info()[2])
Again: avoid manually manipulating tracebacks. It's less efficient and more error prone. And if you're using threading and sys.exc_info you may even get the wrong traceback (especially if you're using exception handling for control flow - which I'd personally tend to avoid.)
Python 3, Exception chaining
In Python 3, you can chain Exceptions, which preserve tracebacks:
raise RuntimeError('specific message') from error
Be aware:
- this does allow changing the error type raised, and
- this is not compatible with Python 2.
Deprecated Methods:
These can easily hide and even get into production code. You want to raise an exception, and doing them will raise an exception, but not the one intended!
Valid in Python 2, but not in Python 3 is the following:
raise ValueError, 'message' # Don't do this, it's deprecated!
Only valid in much older versions of Python (2.4 and lower), you may still see people raising strings:
raise 'message' # really really wrong. don't do this.
In all modern versions, this will actually raise a TypeError, because you're not raising a BaseException type. If you're not checking for the right exception and don't have a reviewer that's aware of the issue, it could get into production.
Example Usage
I raise Exceptions to warn consumers of my API if they're using it incorrectly:
def api_func(foo):
'''foo should be either 'baz' or 'bar'. returns something very useful.'''
if foo not in _ALLOWED_ARGS:
raise ValueError('{foo} wrong, use "baz" or "bar"'.format(foo=repr(foo)))
Create your own error types when apropos
"I want to make an error on purpose, so that it would go into the except"
You can create your own error types, if you want to indicate something specific is wrong with your application, just subclass the appropriate point in the exception hierarchy:
class MyAppLookupError(LookupError):
'''raise this when there's a lookup error for my app'''
and usage:
if important_key not in resource_dict and not ok_to_be_missing:
raise MyAppLookupError('resource is missing, and that is not ok.')
Answer from Aaron Hall on Stack OverflowManually raising (throwing) an exception in Python - Stack Overflow
Proper way in Python to raise errors while setting variables - Stack Overflow
python - Possible to raise two types of errors? - Stack Overflow
How to type correctly the return of functions that raise exception?
How do I manually throw/raise an exception in Python?
Use the most specific Exception constructor that semantically fits your issue.
Be specific in your message, e.g.:
raise ValueError('A very specific bad thing happened.')
Don't raise generic exceptions
Avoid raising a generic Exception. To catch it, you'll have to catch all other more specific exceptions that subclass it.
Problem 1: Hiding bugs
raise Exception('I know Python!') # Don't! If you catch, likely to hide bugs.
For example:
def demo_bad_catch():
try:
raise ValueError('Represents a hidden bug, do not catch this')
raise Exception('This is the exception you expect to handle')
except Exception as error:
print('Caught this error: ' + repr(error))
>>> demo_bad_catch()
Caught this error: ValueError('Represents a hidden bug, do not catch this',)
Problem 2: Won't catch
And more specific catches won't catch the general exception:
def demo_no_catch():
try:
raise Exception('general exceptions not caught by specific handling')
except ValueError as e:
print('we will not catch exception: Exception')
>>> demo_no_catch()
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "<stdin>", line 3, in demo_no_catch
Exception: general exceptions not caught by specific handling
Best Practices: raise statement
Instead, use the most specific Exception constructor that semantically fits your issue.
raise ValueError('A very specific bad thing happened')
which also handily allows an arbitrary number of arguments to be passed to the constructor:
raise ValueError('A very specific bad thing happened', 'foo', 'bar', 'baz')
These arguments are accessed by the args attribute on the Exception object. For example:
try:
some_code_that_may_raise_our_value_error()
except ValueError as err:
print(err.args)
prints
('message', 'foo', 'bar', 'baz')
In Python 2.5, an actual message attribute was added to BaseException in favor of encouraging users to subclass Exceptions and stop using args, but the introduction of message and the original deprecation of args has been retracted.
Best Practices: except clause
When inside an except clause, you might want to, for example, log that a specific type of error happened, and then re-raise. The best way to do this while preserving the stack trace is to use a bare raise statement. For example:
logger = logging.getLogger(__name__)
try:
do_something_in_app_that_breaks_easily()
except AppError as error:
logger.error(error)
raise # just this!
# raise AppError # Don't do this, you'll lose the stack trace!
Don't modify your errors... but if you insist.
You can preserve the stacktrace (and error value) with sys.exc_info(), but this is way more error prone and has compatibility problems between Python 2 and 3, prefer to use a bare raise to re-raise.
To explain - the sys.exc_info() returns the type, value, and traceback.
type, value, traceback = sys.exc_info()
This is the syntax in Python 2 - note this is not compatible with Python 3:
raise AppError, error, sys.exc_info()[2] # avoid this.
# Equivalently, as error *is* the second object:
raise sys.exc_info()[0], sys.exc_info()[1], sys.exc_info()[2]
If you want to, you can modify what happens with your new raise - e.g. setting new args for the instance:
def error():
raise ValueError('oops!')
def catch_error_modify_message():
try:
error()
except ValueError:
error_type, error_instance, traceback = sys.exc_info()
error_instance.args = (error_instance.args[0] + ' <modification>',)
raise error_type, error_instance, traceback
And we have preserved the whole traceback while modifying the args. Note that this is not a best practice and it is invalid syntax in Python 3 (making keeping compatibility much harder to work around).
>>> catch_error_modify_message()
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "<stdin>", line 3, in catch_error_modify_message
File "<stdin>", line 2, in error
ValueError: oops! <modification>
In Python 3:
raise error.with_traceback(sys.exc_info()[2])
Again: avoid manually manipulating tracebacks. It's less efficient and more error prone. And if you're using threading and sys.exc_info you may even get the wrong traceback (especially if you're using exception handling for control flow - which I'd personally tend to avoid.)
Python 3, Exception chaining
In Python 3, you can chain Exceptions, which preserve tracebacks:
raise RuntimeError('specific message') from error
Be aware:
- this does allow changing the error type raised, and
- this is not compatible with Python 2.
Deprecated Methods:
These can easily hide and even get into production code. You want to raise an exception, and doing them will raise an exception, but not the one intended!
Valid in Python 2, but not in Python 3 is the following:
raise ValueError, 'message' # Don't do this, it's deprecated!
Only valid in much older versions of Python (2.4 and lower), you may still see people raising strings:
raise 'message' # really really wrong. don't do this.
In all modern versions, this will actually raise a TypeError, because you're not raising a BaseException type. If you're not checking for the right exception and don't have a reviewer that's aware of the issue, it could get into production.
Example Usage
I raise Exceptions to warn consumers of my API if they're using it incorrectly:
def api_func(foo):
'''foo should be either 'baz' or 'bar'. returns something very useful.'''
if foo not in _ALLOWED_ARGS:
raise ValueError('{foo} wrong, use "baz" or "bar"'.format(foo=repr(foo)))
Create your own error types when apropos
"I want to make an error on purpose, so that it would go into the except"
You can create your own error types, if you want to indicate something specific is wrong with your application, just subclass the appropriate point in the exception hierarchy:
class MyAppLookupError(LookupError):
'''raise this when there's a lookup error for my app'''
and usage:
if important_key not in resource_dict and not ok_to_be_missing:
raise MyAppLookupError('resource is missing, and that is not ok.')
Don't do this. Raising a bare
Exceptionis absolutely not the right thing to do; see Aaron Hall's excellent answer instead.
It can't get much more Pythonic than this:
raise Exception("I know Python!")
Replace Exception with the specific type of exception you want to throw.
See the raise statement documentation for Python if you'd like more information.
Your code is out of a context so is not obvious the right choice. Following some tips:
Don't use
NameErrorexception, it is only used when a name, as the exception itself said, is not found in the local or global scope, useValueErrororTypeErrorif the exception concerns the value or the type of the parameter;Don't print error messages. Raise meaningful exceptions with a meaningful error message:
raise ValueError("password must be longer than 6 characters")Returning a value from a setter is meaningless while assignment is not an expression, i.e. you cannot check the value of an assignment:
if (user.password = 'short'): ...Just raise an exception in the setter and let the code that set the property handle it.
Example:
class Test:
minlen = 6
@property
def password(self):
return self._password
@password.setter
def password(self, value):
if not isinstance(value, basestring):
raise TypeError("password must be a string")
if len(value) < self.minlen:
raise ValueError("password must be at least %d character len" % \
self.minlen)
self._password = value
Look also at this forms handling library, there the validators , here an example, are entities in their own: they can be set dynamically with higher control and less coupled code, but maybe this is much more than you need.
The standard way of signalling an error in python is to raise an exception and let the calling code handle it. Either let the NameError & TypeError carry on upwards, or catch them and raise an InvalidPassword exception that you define.
While it is possible to return a success/fail flag or error code from the function as you have done, it is not recommended - it is easy for the caller to forget to check the return value and have errors get lost. Besides you are returning a value from a property setter - this is meaningless in Python since assignments are not expressions and cannot return a value.
You should also never print a message for the user in your exception handling - what if you later want to use the function or class in a GUI program? In that case your print statement will have nowhere to print to. Logging an error to a logfile (using Python's logging module) is often helpful for debugging though.
Don't try to throw all the exceptions at once, that's just pointless and serves no other purpose than to properly confuse the user. Either throw one specific exception per error found, or throw a general exception with a message that contains all the errors found.
There's really no need to raise two exceptions simultaneously. It's fine to raise the first error you detect. Yes, a TypeError is appropriate if you expected a string but got something else. You can do the check and raise the TypeError either before or after the ValueError. You can catch multiple exception types in the same try statement by adding more except clauses.
Another option is to use an assert statement to validate all the arguments. An assertion indicates that a violation is a bug in the program, and you don't want to recover by using a try statement.
I should mention that it is possible to chain exceptions in Python (using the raise ... from ... syntax), but this used when translating from one exception type to another or for when one exception causes another, which does not seem to apply to this case.
Update: PEP 654 adds exception groups and except* as of Python 3.11. Still probably overkill for this case, but it is possible now.