*****
qcore
*****
``qcore`` is a library of common utility functions used at Quora. It is used to
abstract out common functionality for other Quora libraries like `asynq <https://github.com/quora/asynq>`_.
Its component modules are discussed below. See the docstrings in the code
itself for more detail.
qcore.asserts
-------------
When a normal Python assert fails, it only indicates that there was a failure,
not what the bad values were that caused the assert to fail. This module
provides rich assertion helpers that automatically produce better error
messages. For example:
.. code-block:: python
>>> from qcore.asserts import assert_eq
>>> assert 5 == 2 * 2
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
AssertionError
>>> assert_eq(5, 2 * 2)
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "qcore/asserts.py", line 82, in assert_eq
assert expected == actual, _assert_fail_message(message, expected, actual, '!=', extra)
AssertionError: 5 != 4
Similar methods are provided by the standard library's ``unittest`` package,
but those are tied to the ``TestCase`` class instead of being standalone
functions.
qcore.caching
-------------
This provides helpers for caching data. Some examples include:
.. code-block:: python
from qcore.caching import cached_per_instance, lazy_constant
@lazy_constant
def some_function():
# this will only be executed the first time some_function() is called;
# afterwards it will be cached
return expensive_computation()
class SomeClass:
@cached_per_instance()
def some_method(self, a, b):
# for any instance of SomeClass, this will only be executed once
return expensive_computation(a, b)
qcore.debug
-----------
This module provides some helpers useful for debugging Python. Among others, it
includes the ``@qcore.debug.trace()`` decorator, which can be used to trace
every time a function is called.
qcore.decorators
----------------
This module provides an abstraction for class-based decorators that supports
transparently decorating functions, methods, classmethods, and staticmethods
while also providing the option to add additional custom attributes. For
example, it could be used to provide a caching decorator that adds a ``.dirty``
attribute to decorated functions to dirty their cache:
.. code-block:: python
from qcore.decorators import DecoratorBase, DecoratorBinder, decorate
class CacheDecoratorBinder(DecoratorBinder):
def dirty(self, *args):
if self.instance is None:
return self.decorator.dirty(*args)
else:
return self.decorator.dirty(self.instance, *args)
class CacheDecorator(DecoratorBase):
binder_cls = CacheDecoratorBinder
def __init__(self, *args):
super().__init__(*args)
self._cache = {}
def dirty(self, *args):
try:
del self._cache[args]
except KeyError:
pass
def __call__(self, *args):
try:
return self._cache[args]
except KeyError:
value = self.fn(*args)
self._cache[args] = value
return value
cached = decorate(CacheDecorator)
qcore.enum
----------
This module provides an abstraction for defining enums. You can define an enum
as follows:
.. code-block:: python
from qcore.enum import Enum
class Color(Enum):
red = 1
green = 2
blue = 3
qcore.errors
------------
This module provides some commonly useful exception classes and helpers for
reraising exceptions from a different place.
qcore.events
------------
This provides an abstraction for registering events and running callbacks.
Example usage:
.. code-block:: python
>>> from qcore.events import EventHook
>>> event = EventHook()
>>> def callback():
... print('callback called')
...
>>> event.subscribe(callback)
>>> event.trigger()
callback called
qcore.helpers
-------------
This provides a number of small helper functions.
qcore.inspectable_class
-----------------------
This provides a base class that automatically provides hashing, equality
checks, and a readable ``repr()`` result. Example usage:
.. code-block:: python
>>> from qcore.inspectable_class import InspectableClass
>>> class Pair(InspectableClass):
... def __init__(self, a, b):
... self.a = a
... self.b = b
...
>>> Pair(1, 2)
Pair(a=1, b=2)
>>> Pair(1, 2) == Pair(1, 2)
True
qcore.inspection
----------------
This provides functionality similar to the standard ``inspect`` module. Among
others, it includes the ``get_original_fn`` function, which extracts the
underlying function from a ``qcore.decorators``-decorated object.
qcore.microtime
---------------
This includes helpers for dealing with time, represented as an integer number
of microseconds since the Unix epoch.
qcore.testing
-------------
This provides helpers to use in unit tests. Among others, it provides an
``Anything`` object that compares equal to any other Python object.
Raw data
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For example:\n\n.. code-block:: python\n\n >>> from qcore.asserts import assert_eq\n >>> assert 5 == 2 * 2\n Traceback (most recent call last):\n File \"<stdin>\", line 1, in <module>\n AssertionError\n >>> assert_eq(5, 2 * 2)\n Traceback (most recent call last):\n File \"<stdin>\", line 1, in <module>\n File \"qcore/asserts.py\", line 82, in assert_eq\n assert expected == actual, _assert_fail_message(message, expected, actual, '!=', extra)\n AssertionError: 5 != 4\n\nSimilar methods are provided by the standard library's ``unittest`` package,\nbut those are tied to the ``TestCase`` class instead of being standalone\nfunctions.\n\nqcore.caching\n-------------\n\nThis provides helpers for caching data. Some examples include:\n\n.. code-block:: python\n\n from qcore.caching import cached_per_instance, lazy_constant\n\n @lazy_constant\n def some_function():\n # this will only be executed the first time some_function() is called;\n # afterwards it will be cached\n return expensive_computation()\n\n class SomeClass:\n @cached_per_instance()\n def some_method(self, a, b):\n # for any instance of SomeClass, this will only be executed once\n return expensive_computation(a, b)\n\nqcore.debug\n-----------\n\nThis module provides some helpers useful for debugging Python. Among others, it\nincludes the ``@qcore.debug.trace()`` decorator, which can be used to trace\nevery time a function is called.\n\nqcore.decorators\n----------------\n\nThis module provides an abstraction for class-based decorators that supports\ntransparently decorating functions, methods, classmethods, and staticmethods\nwhile also providing the option to add additional custom attributes. For\nexample, it could be used to provide a caching decorator that adds a ``.dirty``\nattribute to decorated functions to dirty their cache:\n\n.. code-block:: python\n\n from qcore.decorators import DecoratorBase, DecoratorBinder, decorate\n\n class CacheDecoratorBinder(DecoratorBinder):\n def dirty(self, *args):\n if self.instance is None:\n return self.decorator.dirty(*args)\n else:\n return self.decorator.dirty(self.instance, *args)\n\n class CacheDecorator(DecoratorBase):\n binder_cls = CacheDecoratorBinder\n\n def __init__(self, *args):\n super().__init__(*args)\n self._cache = {}\n\n def dirty(self, *args):\n try:\n del self._cache[args]\n except KeyError:\n pass\n\n def __call__(self, *args):\n try:\n return self._cache[args]\n except KeyError:\n value = self.fn(*args)\n self._cache[args] = value\n return value\n\n cached = decorate(CacheDecorator)\n\nqcore.enum\n----------\n\nThis module provides an abstraction for defining enums. You can define an enum\nas follows:\n\n.. code-block:: python\n\n from qcore.enum import Enum\n\n class Color(Enum):\n red = 1\n green = 2\n blue = 3\n\nqcore.errors\n------------\n\nThis module provides some commonly useful exception classes and helpers for\nreraising exceptions from a different place.\n\nqcore.events\n------------\n\nThis provides an abstraction for registering events and running callbacks.\nExample usage:\n\n.. code-block:: python\n\n >>> from qcore.events import EventHook\n >>> event = EventHook()\n >>> def callback():\n ... print('callback called')\n ...\n >>> event.subscribe(callback)\n >>> event.trigger()\n callback called\n\nqcore.helpers\n-------------\n\nThis provides a number of small helper functions.\n\nqcore.inspectable_class\n-----------------------\n\nThis provides a base class that automatically provides hashing, equality\nchecks, and a readable ``repr()`` result. Example usage:\n\n.. code-block:: python\n\n >>> from qcore.inspectable_class import InspectableClass\n >>> class Pair(InspectableClass):\n ... def __init__(self, a, b):\n ... self.a = a\n ... self.b = b\n ...\n >>> Pair(1, 2)\n Pair(a=1, b=2)\n >>> Pair(1, 2) == Pair(1, 2)\n True\n\nqcore.inspection\n----------------\n\nThis provides functionality similar to the standard ``inspect`` module. Among\nothers, it includes the ``get_original_fn`` function, which extracts the\nunderlying function from a ``qcore.decorators``-decorated object.\n\nqcore.microtime\n---------------\n\nThis includes helpers for dealing with time, represented as an integer number\nof microseconds since the Unix epoch.\n\nqcore.testing\n-------------\n\nThis provides helpers to use in unit tests. Among others, it provides an\n``Anything`` object that compares equal to any other Python object.\n",
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