python exceptions

Python ExceptionsException handling in Python

Tim Muller & Rik van Achterberg | 07-08-2013

Coding styles: LBYL vs EAFP● Look Before You Leap

○ “[...] explicitly tests for pre-conditions before making calls or lookups. This style contrasts with the EAFP approach and is characterized by the presence of many if statements.”

● Easier to Ask for Forgiveness than Permission○ “[...] assumes the existence of valid keys or attributes and catches

exceptions if the assumption proves false. This clean and fast style is characterized by the presence of many try and except statements. The technique contrasts with the LBYL style common to many other languages such as C.”

When to use“All errors are exceptions, but not all exceptions are errors”

Use exception handling to gracefully recover from application errors.

But: It’s perfectly allowed, and sometimes necessary, to utilize exception handling for general application control flow.

(EOFError, for example)

We all know this

try:

execute_some_code()

except:

handle_gracefully()

try:

execute_some_code()

except:

handle_gracefully()

We all know this

● Main action: ○ Code to be executed that potentially might cause exception(s)

● Exception handler: ○ Code that recovers from an exception

Exception handler

Main action

But don’t do it.Catching too broad exceptions is potentially dangerous.

Among others, this “wildcard” handler will catch:● system exit triggers● memory errors● typos● anything else you might not have considered

try:

execute_some_code()

except:

handle_gracefully()

Better:Catching specific exceptions

try:

execute_some_code()

except SomeException:

handle_gracefully()

Catching multiple exceptionsHandling them all the same way

try:

execute_some_code()

except (SomeException, AnotherException):

handle_gracefully()

Catching multiple exceptionsHandling them separately

try:

execute_some_code()

except SomeException:

handle_gracefully()

except AnotherException:

do_another_thing()

Raising exceptionsExceptions can be raised using raise <exception>

with optional arguments.

raise RuntimeError

raise RuntimeError()

raise RuntimeError("error message" )

raise RuntimeError, "error message"

Traceback (most recent call last):

File "<stdin>", line 1, in <module>

RuntimeError: error message

Accessing the exceptionUse “as” to access the exception object

(using a comma is deprecated)

try:

raise RuntimeError("o hai")

except RuntimeError as e:

print e.message

>>> o hai

Propagating exceptionsTry-blocks can be nested;

All exceptions propagate to the top-level “root exception handler” if uncaught.

The (default) root exception handler terminatesthe Python process.

try:

try:

raise SomeException

except SomeException:

print "Inner"

except SomeException:

print "Outer"

>>> Inner

Propagating exceptionsTry-blocks can be nested;

All exceptions propagate to the top-level “root exception handler” if uncaught.

try:

try:

raise SomeException

except AnotherException:

print "Inner"

except SomeException:

print "Outer"

>>> Outer

Propagating exceptionsPropagation can be forced by using raise without arguments.

this re-raises the most recent exception

This is useful for e.g. exception logging .

try:

try:

raise SomeException

except SomeException:

print "Propagating"

raise

except SomeException:

print "Outer"

>>> Propagating

>>> Outer

More cool stuffCode in the finally block will always be executed*

Write termination actions here.

* Unless Python crashes completely

try:

open_file()

except IOError:

print "Exception caught"

finally:

close_file()

More cool stuffCode in the finally block will always be executed

it’s not even necessary to specify a handler.

This code will propagate any exception.

try:

open_file()

finally:

close_file()

More cool stuffCode in the else block will be executed when no exception is raised

try:

open_file()

except IOError:

print "Exception caught"

else:

print "Everything went according to plan"

finally:

close_file()

Exception matchingExceptions are matched by superclass relationships.

try:

raise RuntimeError

except Exception as e:

print e.__class__

# <type 'exceptions.RuntimeError'>

BaseException

Exception

StandardError

RuntimeError

Exception matchingExceptions are matched by superclass relationships.

This way, exception hierarchies can be designed.

For example, OverflowError, ZeroDivisionError and FloatingPointError are all subclasses of ArithmeticError.

Just write a handler for ArithmeticError to catch any of them.

Writing your ownIt’s as simple as

class MyException(MyBaseException):

pass

raise HandException(question)

try:

raise HandException( "I have a question" )

except HandException:

question = raw_input()

answer = generate_answer(question)

raise AnswerException(answer)

finally:

talks.next()