Providers ========= Providers are strategies of accessing objects. All providers are callable. They describe how particular objects are provided. Factory providers ----------------- ``Factory`` provider creates new instance of specified class on every call. Nothing could be better than brief example: .. code-block:: python """`Factory` providers example.""" from objects.providers import Factory class User(object): """Example class User.""" # Factory provider creates new instance of specified class on every call. users_factory = Factory(User) user1 = users_factory() user2 = users_factory() assert user1 is not user2 assert isinstance(user1, User) and isinstance(user2, User) Factory providers and injections ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ Objects can take dependencies in different forms. Some objects take init arguments, other are using attributes setting or method calls to be initialized. It affects how such objects need to be created and initialized, and that is the place where ``objects.injections`` need to be used. ``Factory`` provider takes various number of positional arguments, that define what kind of dependency injections need to be done. All of those instructions are defined in ``objects.injections`` module and are subclasses of ``objects.injections.Injection``. There are several types of injections that are used by ``Factory`` provider: - ``KwArg`` - injection is done by passing injectable value in object's ``__init__()`` method in time of object's creation via keyword argument. Takes keyword name of ``__init__()`` argument and injectable value. - ``Attribute`` - injection is done by setting specified attribute with injectable value right after object's creation. Takes attribute name and injectable value. - ``Method`` - injection is done by calling of specified method with injectable value right after object's creation and attribute injections are done. Takes method name and injectable value. All ``Injection``'s injectable values are provided *"as is"*, except of providers. Providers will be called every time, when injection needs to be done. Factory providers and __init__ injections ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ Example below shows how to create ``Factory`` of particular class with ``__init__`` keyword argument injections which injectable values are also provided by another factories: .. image:: images/factory_init_injections.png .. code-block:: python """`Factory` providers with init injections example.""" from objects.providers import Factory from objects.injections import KwArg class User(object): """Example class User.""" def __init__(self, main_photo): """Initializer. :param main_photo: Photo :return: """ self.main_photo = main_photo super(User, self).__init__() class Photo(object): """Example class Photo.""" # User and Photo factories: photos_factory = Factory(Photo) users_factory = Factory(User, KwArg('main_photo', photos_factory)) # Creating several User objects: user1 = users_factory() # Same as: user1 = User(main_photo=Photo()) user2 = users_factory() # Same as: user2 = User(main_photo=Photo()) # Making some asserts: assert isinstance(user1, User) assert isinstance(user1.main_photo, Photo) assert isinstance(user2, User) assert isinstance(user2.main_photo, Photo) assert user1 is not user2 assert user1.main_photo is not user2.main_photo Next example shows how ``Factory`` provider deals with positional and keyword ``__init__`` context arguments. In few words, ``Factory`` provider fully passes positional context arguments to class's ``__init__`` method, but keyword context arguments have priority on ``KwArg`` injections (this could be useful for testing). So, please, follow the example below: .. image:: images/factory_init_injections_and_contexts.png .. code-block:: python """`Factory` providers with init injections and context arguments example.""" from objects.providers import Factory from objects.injections import KwArg class User(object): """Example class User. Class User has to be provided with user id. Also Class User has dependencies on class Photo and class CreditCard objects. All of the dependencies have to be provided like __init__ arguments. """ def __init__(self, id, main_photo, credit_card): """Initializer. :param id: int :param main_photo: Photo :param credit_card: CreditCard :return: """ self.id = id self.main_photo = main_photo self.credit_card = credit_card super(User, self).__init__() class Photo(object): """Example class Photo.""" class CreditCard(object): """Example class CreditCard.""" # User, Photo and CreditCard factories: credit_cards_factory = Factory(CreditCard) photos_factory = Factory(Photo) users_factory = Factory(User, KwArg('main_photo', photos_factory), KwArg('credit_card', credit_cards_factory)) # Creating several User objects: user1 = users_factory(1) # Same as: user1 = User(1, # main_photo=Photo(), # credit_card=CreditCard()) user2 = users_factory(2) # Same as: user2 = User(2, # main_photo=Photo(), # credit_card=CreditCard()) # Making some asserts: assert user1.id == 1 assert isinstance(user1.main_photo, Photo) assert isinstance(user1.credit_card, CreditCard) assert user2.id == 2 assert isinstance(user2.main_photo, Photo) assert isinstance(user2.credit_card, CreditCard) assert user1.main_photo is not user2.main_photo assert user1.credit_card is not user2.credit_card # Context keyword arguments have priority on KwArg injections priority: main_photo_mock = Photo() credit_card_mock = CreditCard() user3 = users_factory(3, main_photo=main_photo_mock, credit_card=credit_card_mock) assert user3.id == 3 assert user3.main_photo is main_photo_mock assert user3.credit_card is credit_card_mock Factory providers and attribute injections ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ Example below shows how to create ``Factory`` of particular class with attribute injections. Those injections are done by setting specified attributes with injectable values right after object's creation. .. image:: images/factory_attribute_injections.png .. code-block:: python """`Factory` providers with attribute injections example.""" from objects.providers import Factory from objects.injections import Attribute class User(object): """Example class User.""" def __init__(self): """Initializer.""" self.main_photo = None self.credit_card = None class Photo(object): """Example class Photo.""" class CreditCard(object): """Example class CreditCard.""" # User, Photo and CreditCard factories: credit_cards_factory = Factory(CreditCard) photos_factory = Factory(Photo) users_factory = Factory(User, Attribute('main_photo', photos_factory), Attribute('credit_card', credit_cards_factory)) # Creating several User objects: user1 = users_factory() # Same as: user1 = User() # user1.main_photo = Photo() # user1.credit_card = CreditCard() user2 = users_factory() # Same as: user2 = User() # user2.main_photo = Photo() # user2.credit_card = CreditCard() # Making some asserts: assert user1 is not user2 assert isinstance(user1.main_photo, Photo) assert isinstance(user1.credit_card, CreditCard) assert isinstance(user2.main_photo, Photo) assert isinstance(user2.credit_card, CreditCard) assert user1.main_photo is not user2.main_photo assert user1.credit_card is not user2.credit_card Factory providers and method injections ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ Current example shows how to create ``Factory`` of particular class with method injections. Those injections are done by calling of specified method with injectable value right after object's creation and attribute injections are done. Method injections are not very popular in Python due Python best practices (usage of public attributes instead of setter methods), but it may appear in some cases. .. image:: images/factory_method_injections.png .. code-block:: python """`Factory` providers with method injections example.""" from objects.providers import Factory from objects.injections import Method class User(object): """Example class User.""" def __init__(self): """Initializer.""" self.main_photo = None self.credit_card = None def set_main_photo(self, photo): """Set user's main photo.""" self.main_photo = photo def set_credit_card(self, credit_card): """Set user's credit card.""" self.credit_card = credit_card class Photo(object): """Example class Photo.""" class CreditCard(object): """Example class CreditCard.""" # User, Photo and CreditCard factories: credit_cards_factory = Factory(CreditCard) photos_factory = Factory(Photo) users_factory = Factory(User, Method('set_main_photo', photos_factory), Method('set_credit_card', credit_cards_factory)) # Creating several User objects: user1 = users_factory() # Same as: user1 = User() # user1.set_main_photo(Photo()) # user1.set_credit_card(CreditCard()) user2 = users_factory() # Same as: user2 = User() # user2.set_main_photo(Photo()) # user2.set_credit_card(CreditCard()) # Making some asserts: assert user1 is not user2 assert isinstance(user1.main_photo, Photo) assert isinstance(user1.credit_card, CreditCard) assert isinstance(user2.main_photo, Photo) assert isinstance(user2.credit_card, CreditCard) assert user1.main_photo is not user2.main_photo assert user1.credit_card is not user2.credit_card Instance providers & Injections ------------------------------- Providers ~~~~~~~~~ *Instance* providers are providers that deal with object's creation and initialization. There are few *Instance* providers: - ``Factory`` provider creates new instance of specified class on every call. - ``Singleton`` provider creates new instance of specified class on first call and returns same instance on every next call. Example: .. code-block:: python """`Factory` and `Singleton` providers example.""" from objects.providers import Factory from objects.providers import Singleton # Factory provider creates new instance of specified class on every call. object_factory = Factory(object) object_1 = object_factory() object_2 = object_factory() assert object_1 is not object_2 assert isinstance(object_1, object) and isinstance(object_2, object) # Singleton provider creates new instance of specified class on first call # and returns same instance on every next call. single_object = Singleton(object) single_object_1 = single_object() single_object_2 = single_object() assert single_object_1 is single_object_2 assert isinstance(object_1, object) and isinstance(object_2, object) Injections ~~~~~~~~~~ Objects can take dependencies in various forms. Some objects take init arguments, other are using attributes or methods to be initialized. It affects how such objects need to be created and initialized, and that is the place where *Injections* need to be used. In terms of computer science, *Injection of dependency* is a way how dependency can be coupled with dependent object. In terms of *Objects*, *Injection* is an instruction how to provide dependency for the particular provider. Every Python object could be an injection's value. Special case is an *Objects* provider as an injection's value. In such case, injection value is a result of injectable provider call (every time injection is done). There are several types of injections. Below is a description of how they are used by instance providers: - ``KwArg`` - is injected in object's ``__init__()`` method in time of object's initialization via keyword argument. - ``Attribute`` - is injected into object's attribute (not class attribute) after object's initialization. - ``Method`` - is injected into object method's call after objects initialization. Example: .. code-block:: python """`Factory` and `Singleton` providers with injections example.""" import sqlite3 from objects.providers import Singleton from objects.providers import Factory from objects.injections import KwArg from objects.injections import Attribute class ObjectA(object): """ObjectA has dependency on database.""" def __init__(self, database): """Initializer. Database dependency need to be injected via init arg.""" self.database = database def get_one(self): """Select one from database and return it.""" return self.database.execute('SELECT 1').fetchone()[0] # Database and `ObjectA` providers. database = Singleton(sqlite3.Connection, KwArg('database', ':memory:'), KwArg('timeout', 30), KwArg('detect_types', True), KwArg('isolation_level', 'EXCLUSIVE'), Attribute('row_factory', sqlite3.Row)) object_a_factory = Factory(ObjectA, KwArg('database', database)) # Creating several `ObjectA` instances. object_a_1 = object_a_factory() object_a_2 = object_a_factory() # Making some asserts. assert object_a_1 is not object_a_2 assert object_a_1.database is object_a_2.database is database() assert object_a_1.get_one() == object_a_2.get_one() == 1 Static providers ---------------- Static providers are family of providers that return their values "as is". There are four of static providers: ``Class``, ``Object``, ``Function`` and ``Value``. All of them has the same behaviour, but usage of anyone is predicted by readability and providable object's type. Example: .. code-block:: python """Static providers example.""" from objects.providers import Class from objects.providers import Object from objects.providers import Function from objects.providers import Value cls_provider = Class(object) assert cls_provider() is object object_provider = Object(object()) assert isinstance(object_provider(), object) function_provider = Function(len) assert function_provider() is len value_provider = Value(123) assert value_provider() == 123 Callable providers ------------------ ``Callable`` provider is a provider that decorates particular callable with some injections. Every call of this provider returns result of call of initial callable. Example: .. code-block:: python """`Callable` providers examples.""" from objects.providers import Callable from objects.providers import Singleton from objects.injections import KwArg import sqlite3 def some_function(arg, database): """Example function that has input arg and dependency on database.""" return database.execute('SELECT @1', [arg]).fetchone()[0] # Database and `ObjectA` providers. database = Singleton(sqlite3.Connection, KwArg('database', ':memory:')) some_function = Callable(some_function, KwArg('database', database)) # Some asserts. assert some_function(1) == 1 assert some_function(2) == 2 assert some_function(2231) == 2231 External dependency providers ----------------------------- ``ExternalDependency`` provider can be useful for development of self-sufficient libraries / modules / applications, that has required external dependencies. For example, you have created self-sufficient library / module / application, that has dependency on *database connection*. Second step you want to do is to make this software component to be easy reusable by wide amount of developers and to be easily integrated into many applications. It may be good idea, to move all external dependencies (like *database connection*) to the top level and make them to be injected on your software component's initialization. It will make third party developers feel themselves free about integration of yours component in their applications, because of they would be able to find right place / right way for doing this in their application's architectures. On the other side, you can be sure, that your external dependency will be satisfied by appropriate instance. Example: .. code-block:: python """External dependency providers example.""" import sqlite3 from objects.providers import Singleton from objects.providers import Factory from objects.providers import ExternalDependency from objects.injections import KwArg from objects.injections import Attribute class ObjectA(object): """ObjectA has dependency on database.""" def __init__(self, database): """Initializer. Database dependency need to be injected via init arg.""" self.database = database def get_one(self): """Select one from database and return it.""" return self.database.execute('SELECT 1').fetchone()[0] # Database and `ObjectA` providers. database = ExternalDependency(instance_of=sqlite3.Connection) object_a_factory = Factory(ObjectA, KwArg('database', database)) # Satisfaction of external dependency. database.override(Singleton(sqlite3.Connection, KwArg('database', ':memory:'), KwArg('timeout', 30), KwArg('detect_types', True), KwArg('isolation_level', 'EXCLUSIVE'), Attribute('row_factory', sqlite3.Row))) # Creating several `ObjectA` instances. object_a_1 = object_a_factory() object_a_2 = object_a_factory() # Making some asserts. assert object_a_1 is not object_a_2 assert object_a_1.database is object_a_2.database is database() Config providers ---------------- Providers delegation -------------------- Overriding of providers ----------------------- Any provider can be overridden by another provider. Example: .. code-block:: python """Providers overriding example.""" import sqlite3 from objects.providers import Factory from objects.providers import Singleton from objects.injections import KwArg from objects.injections import Attribute class ObjectA(object): """ObjectA has dependency on database.""" def __init__(self, database): """Initializer. Database dependency need to be injected via init arg.""" self.database = database def get_one(self): """Select one from database and return it.""" return self.database.execute('SELECT 1') class ObjectAMock(ObjectA): """Mock of ObjectA. Has no dependency on database. """ def __init__(self): """Initializer.""" def get_one(self): """Select one from database and return it. Mock makes no database queries and always returns two instead of one. """ return 2 # Database and `ObjectA` providers. database = Singleton(sqlite3.Connection, KwArg('database', ':memory:'), KwArg('timeout', 30), KwArg('detect_types', True), KwArg('isolation_level', 'EXCLUSIVE'), Attribute('row_factory', sqlite3.Row)) object_a_factory = Factory(ObjectA, KwArg('database', database)) # Overriding `ObjectA` provider with `ObjectAMock` provider. object_a_factory.override(Factory(ObjectAMock)) # Creating several `ObjectA` instances. object_a_1 = object_a_factory() object_a_2 = object_a_factory() # Making some asserts. assert object_a_1 is not object_a_2 assert object_a_1.get_one() == object_a_2.get_one() == 2 .. _Constructor injection: http://en.wikipedia.org/wiki/Dependency_injection#Constructor_injection