:mod:`contextlib` --- Utilities for :keyword:`with`-statement contexts
Source code: :source:`Lib/contextlib.py`
This module provides utilities for common tasks involving the :keyword:`with` statement. For more information see also :ref:`typecontextmanager` and :ref:`context-managers`.
Utilities
Functions and classes provided:
A base class that enables a context manager to also be used as a decorator.
Context managers inheriting from ContextDecorator
have to implement
__enter__
and __exit__
as normal. __exit__
retains its optional
exception handling even when used as a decorator.
ContextDecorator
is used by :func:`contextmanager`, so you get this
functionality automatically.
Example of ContextDecorator
:
from contextlib import ContextDecorator
class mycontext(ContextDecorator):
def __enter__(self):
print('Starting')
return self
def __exit__(self, *exc):
print('Finishing')
return False
>>> @mycontext()
... def function():
... print('The bit in the middle')
...
>>> function()
Starting
The bit in the middle
Finishing
>>> with mycontext():
... print('The bit in the middle')
...
Starting
The bit in the middle
Finishing
This change is just syntactic sugar for any construct of the following form:
def f():
with cm():
# Do stuff
ContextDecorator
lets you instead write:
@cm()
def f():
# Do stuff
It makes it clear that the cm
applies to the whole function, rather than
just a piece of it (and saving an indentation level is nice, too).
Existing context managers that already have a base class can be extended by
using ContextDecorator
as a mixin class:
from contextlib import ContextDecorator
class mycontext(ContextBaseClass, ContextDecorator):
def __enter__(self):
return self
def __exit__(self, *exc):
return False
Note
As the decorated function must be able to be called multiple times, the underlying context manager must support use in multiple :keyword:`with` statements. If this is not the case, then the original construct with the explicit :keyword:`with` statement inside the function should be used.
A context manager that is designed to make it easy to programmatically combine other context managers and cleanup functions, especially those that are optional or otherwise driven by input data.
For example, a set of files may easily be handled in a single with statement as follows:
with ExitStack() as stack:
files = [stack.enter_context(open(fname)) for fname in filenames]
# All opened files will automatically be closed at the end of
# the with statement, even if attempts to open files later
# in the list raise an exception
Each instance maintains a stack of registered callbacks that are called in reverse order when the instance is closed (either explicitly or implicitly at the end of a :keyword:`with` statement). Note that callbacks are not invoked implicitly when the context stack instance is garbage collected.
This stack model is used so that context managers that acquire their
resources in their __init__
method (such as file objects) can be
handled correctly.
Since registered callbacks are invoked in the reverse order of registration, this ends up behaving as if multiple nested :keyword:`with` statements had been used with the registered set of callbacks. This even extends to exception handling - if an inner callback suppresses or replaces an exception, then outer callbacks will be passed arguments based on that updated state.
This is a relatively low level API that takes care of the details of correctly unwinding the stack of exit callbacks. It provides a suitable foundation for higher level context managers that manipulate the exit stack in application specific ways.
Examples and Recipes
This section describes some examples and recipes for making effective use of the tools provided by :mod:`contextlib`.
Supporting a variable number of context managers
The primary use case for :class:`ExitStack` is the one given in the class documentation: supporting a variable number of context managers and other cleanup operations in a single :keyword:`with` statement. The variability may come from the number of context managers needed being driven by user input (such as opening a user specified collection of files), or from some of the context managers being optional:
with ExitStack() as stack:
for resource in resources:
stack.enter_context(resource)
if need_special_resource():
special = acquire_special_resource()
stack.callback(release_special_resource, special)
# Perform operations that use the acquired resources
As shown, :class:`ExitStack` also makes it quite easy to use :keyword:`with` statements to manage arbitrary resources that don't natively support the context management protocol.
Simplifying support for single optional context managers
In the specific case of a single optional context manager, :class:`ExitStack` instances can be used as a "do nothing" context manager, allowing a context manager to easily be omitted without affecting the overall structure of the source code:
def debug_trace(details):
if __debug__:
return TraceContext(details)
# Don't do anything special with the context in release mode
return ExitStack()
with debug_trace():
# Suite is traced in debug mode, but runs normally otherwise
Catching exceptions from __enter__
methods
It is occasionally desirable to catch exceptions from an __enter__
method implementation, without inadvertently catching exceptions from
the :keyword:`with` statement body or the context manager's __exit__
method. By using :class:`ExitStack` the steps in the context management
protocol can be separated slightly in order to allow this:
stack = ExitStack()
try:
x = stack.enter_context(cm)
except Exception:
# handle __enter__ exception
else:
with stack:
# Handle normal case
Actually needing to do this is likely to indicate that the underlying API should be providing a direct resource management interface for use with :keyword:`try`/:keyword:`except`/:keyword:`finally` statements, but not all APIs are well designed in that regard. When a context manager is the only resource management API provided, then :class:`ExitStack` can make it easier to handle various situations that can't be handled directly in a :keyword:`with` statement.
Cleaning up in an __enter__
implementation
As noted in the documentation of :meth:`ExitStack.push`, this method can be useful in cleaning up an already allocated resource if later steps in the :meth:`__enter__` implementation fail.
Here's an example of doing this for a context manager that accepts resource acquisition and release functions, along with an optional validation function, and maps them to the context management protocol:
from contextlib import contextmanager, ExitStack
class ResourceManager:
def __init__(self, acquire_resource, release_resource, check_resource_ok=None):
self.acquire_resource = acquire_resource
self.release_resource = release_resource
if check_resource_ok is None:
def check_resource_ok(resource):
return True
self.check_resource_ok = check_resource_ok
@contextmanager
def _cleanup_on_error(self):
with ExitStack() as stack:
stack.push(self)
yield
# The validation check passed and didn't raise an exception
# Accordingly, we want to keep the resource, and pass it
# back to our caller
stack.pop_all()
def __enter__(self):
resource = self.acquire_resource()
with self._cleanup_on_error():
if not self.check_resource_ok(resource):
msg = "Failed validation for {!r}"
raise RuntimeError(msg.format(resource))
return resource
def __exit__(self, *exc_details):
# We don't need to duplicate any of our resource release logic
self.release_resource()
Replacing any use of try-finally
and flag variables
A pattern you will sometimes see is a try-finally
statement with a flag
variable to indicate whether or not the body of the finally
clause should
be executed. In its simplest form (that can't already be handled just by
using an except
clause instead), it looks something like this:
cleanup_needed = True
try:
result = perform_operation()
if result:
cleanup_needed = False
finally:
if cleanup_needed:
cleanup_resources()
As with any try
statement based code, this can cause problems for
development and review, because the setup code and the cleanup code can end
up being separated by arbitrarily long sections of code.
:class:`ExitStack` makes it possible to instead register a callback for
execution at the end of a with
statement, and then later decide to skip
executing that callback:
from contextlib import ExitStack
with ExitStack() as stack:
stack.callback(cleanup_resources)
result = perform_operation()
if result:
stack.pop_all()
This allows the intended cleanup up behaviour to be made explicit up front, rather than requiring a separate flag variable.
If a particular application uses this pattern a lot, it can be simplified even further by means of a small helper class:
from contextlib import ExitStack
class Callback(ExitStack):
def __init__(self, callback, *args, **kwds):
super(Callback, self).__init__()
self.callback(callback, *args, **kwds)
def cancel(self):
self.pop_all()
with Callback(cleanup_resources) as cb:
result = perform_operation()
if result:
cb.cancel()
If the resource cleanup isn't already neatly bundled into a standalone function, then it is still possible to use the decorator form of :meth:`ExitStack.callback` to declare the resource cleanup in advance:
from contextlib import ExitStack
with ExitStack() as stack:
@stack.callback
def cleanup_resources():
...
result = perform_operation()
if result:
stack.pop_all()
Due to the way the decorator protocol works, a callback function declared this way cannot take any parameters. Instead, any resources to be released must be accessed as closure variables
Using a context manager as a function decorator
:class:`ContextDecorator` makes it possible to use a context manager in
both an ordinary with
statement and also as a function decorator.
For example, it is sometimes useful to wrap functions or groups of statements with a logger that can track the time of entry and time of exit. Rather than writing both a function decorator and a context manager for the task, inheriting from :class:`ContextDecorator` provides both capabilities in a single definition:
from contextlib import ContextDecorator
import logging
logging.basicConfig(level=logging.INFO)
class track_entry_and_exit(ContextDecorator):
def __init__(self, name):
self.name = name
def __enter__(self):
logging.info('Entering: {}'.format(self.name))
def __exit__(self, exc_type, exc, exc_tb):
logging.info('Exiting: {}'.format(self.name))
Instances of this class can be used as both a context manager:
with track_entry_and_exit('widget loader'):
print('Some time consuming activity goes here')
load_widget()
And also as a function decorator:
@track_entry_and_exit('widget loader')
def activity():
print('Some time consuming activity goes here')
load_widget()
Note that there is one additional limitation when using context managers
as function decorators: there's no way to access the return value of
:meth:`__enter__`. If that value is needed, then it is still necessary to use
an explicit with
statement.
Single use, reusable and reentrant context managers
Most context managers are written in a way that means they can only be used effectively in a :keyword:`with` statement once. These single use context managers must be created afresh each time they're used - attempting to use them a second time will trigger an exception or otherwise not work correctly.
This common limitation means that it is generally advisable to create context managers directly in the header of the :keyword:`with` statement where they are used (as shown in all of the usage examples above).
Files are an example of effectively single use context managers, since the first :keyword:`with` statement will close the file, preventing any further IO operations using that file object.
Context managers created using :func:`contextmanager` are also single use context managers, and will complain about the underlying generator failing to yield if an attempt is made to use them a second time:
>>> from contextlib import contextmanager
>>> @contextmanager
... def singleuse():
... print("Before")
... yield
... print("After")
...
>>> cm = singleuse()
>>> with cm:
... pass
...
Before
After
>>> with cm:
... pass
...
Traceback (most recent call last):
...
RuntimeError: generator didn't yield
Reentrant context managers
More sophisticated context managers may be "reentrant". These context managers can not only be used in multiple :keyword:`with` statements, but may also be used inside a :keyword:`with` statement that is already using the same context manager.
:class:`threading.RLock` is an example of a reentrant context manager, as are :func:`suppress` and :func:`redirect_stdout`. Here's a very simple example of reentrant use:
>>> from contextlib import redirect_stdout
>>> from io import StringIO
>>> stream = StringIO()
>>> write_to_stream = redirect_stdout(stream)
>>> with write_to_stream:
... print("This is written to the stream rather than stdout")
... with write_to_stream:
... print("This is also written to the stream")
...
>>> print("This is written directly to stdout")
This is written directly to stdout
>>> print(stream.getvalue())
This is written to the stream rather than stdout
This is also written to the stream
Real world examples of reentrancy are more likely to involve multiple functions calling each other and hence be far more complicated than this example.
Note also that being reentrant is not the same thing as being thread safe. :func:`redirect_stdout`, for example, is definitely not thread safe, as it makes a global modification to the system state by binding :data:`sys.stdout` to a different stream.
Reusable context managers
Distinct from both single use and reentrant context managers are "reusable" context managers (or, to be completely explicit, "reusable, but not reentrant" context managers, since reentrant context managers are also reusable). These context managers support being used multiple times, but will fail (or otherwise not work correctly) if the specific context manager instance has already been used in a containing with statement.
:class:`threading.Lock` is an example of a reusable, but not reentrant, context manager (for a reentrant lock, it is necessary to use :class:`threading.RLock` instead).
Another example of a reusable, but not reentrant, context manager is :class:`ExitStack`, as it invokes all currently registered callbacks when leaving any with statement, regardless of where those callbacks were added:
>>> from contextlib import ExitStack
>>> stack = ExitStack()
>>> with stack:
... stack.callback(print, "Callback: from first context")
... print("Leaving first context")
...
Leaving first context
Callback: from first context
>>> with stack:
... stack.callback(print, "Callback: from second context")
... print("Leaving second context")
...
Leaving second context
Callback: from second context
>>> with stack:
... stack.callback(print, "Callback: from outer context")
... with stack:
... stack.callback(print, "Callback: from inner context")
... print("Leaving inner context")
... print("Leaving outer context")
...
Leaving inner context
Callback: from inner context
Callback: from outer context
Leaving outer context
As the output from the example shows, reusing a single stack object across multiple with statements works correctly, but attempting to nest them will cause the stack to be cleared at the end of the innermost with statement, which is unlikely to be desirable behaviour.
Using separate :class:`ExitStack` instances instead of reusing a single instance avoids that problem:
>>> from contextlib import ExitStack
>>> with ExitStack() as outer_stack:
... outer_stack.callback(print, "Callback: from outer context")
... with ExitStack() as inner_stack:
... inner_stack.callback(print, "Callback: from inner context")
... print("Leaving inner context")
... print("Leaving outer context")
...
Leaving inner context
Callback: from inner context
Leaving outer context
Callback: from outer context