# Provider overriding DI container provides, in addition to direct dependency injection, another very important functionality: **dependencies or providers overriding**. Any provider registered with the container can be overridden. This can help you replace objects with simple stubs, or with other objects. **Override affects all providers that use the overridden provider (_see example_)**. ## Example ```python from pydantic_settings import BaseSettings from sqlalchemy import create_engine, Engine, text from testcontainers.postgres import PostgresContainer from injection import DeclarativeContainer, providers, Provide, inject class SomeSQLADao: def __init__(self, *, sqla_engine: Engine): self.engine = sqla_engine self._connection = None def __enter__(self): self._connection = self.engine.connect() return self def __exit__(self, exc_type, exc_val, exc_tb): self._connection.close() def exec_query(self, query: str): return self._connection.execute(text(query)) class Settings(BaseSettings): db_url: str = 'some_production_db_url' class DIContainer(DeclarativeContainer): settings = providers.Singleton(Settings) sqla_engine = providers.Singleton(create_engine, settings.provided.db_url) some_sqla_dao = providers.Transient(SomeSQLADao, sqla_engine=sqla_engine) @inject def exec_query_example(some_sqla_dao=Provide[DIContainer.some_sqla_dao]): with some_sqla_dao: result = some_sqla_dao.exec_query('SELECT 234') return next(result) def main(): pg_container = PostgresContainer(image='postgres:alpine3.19') pg_container.start() db_url = pg_container.get_connection_url() """ We override only settings, but this override will also affect the 'sqla_engine' and 'some_sqla_dao' providers because the 'settings' provider is used by them! """ local_testing_settings = Settings(db_url=db_url) DIContainer.settings.override(local_testing_settings) try: result = exec_query_example() assert result == (234,) finally: DIContainer.settings.reset_override() pg_container.stop() if __name__ == '__main__': main() ``` The example above shows how overriding a nested provider ('_settings_') affects another provider ('_engine_' and '_some_sqla_dao_'). ## Override multiple providers The example above looked at overriding only one settings provider, but the container also provides the ability to override multiple providers at once with method ```override_providers```. The code above could remain the same except that the single provider override could be replaced with the following code: ```python def main(): pg_container = PostgresContainer(image='postgres:alpine3.19') pg_container.start() db_url = pg_container.get_connection_url() local_testing_settings = Settings(db_url=db_url) providers_for_overriding = { 'settings': local_testing_settings, # more values... } with DIContainer.override_providers(providers_for_overriding): try: result = exec_query_example() assert result == (234,) finally: pg_container.stop() ``` ## Overriding of singleton provider If singleton attribute is used in other singleton or resource and this other provider is initialized, then in case of overriding of the first singleton, second one will be cached with original value. Same with resetting overriding. Here is an example. ```python from dataclasses import dataclass from injection import Provide, DeclarativeContainer, providers, inject DEFAULT_REDIS_URL = 'url_1' MOCK_REDIS_URL = 'url_2' @dataclass class Settings: redis_url: str = DEFAULT_REDIS_URL class Redis: def __init__(self, url: str): self.url = url class DIContainer(DeclarativeContainer): settings = providers.Singleton(Settings) redis = providers.Singleton(Redis, url=settings.provided.redis_url) @inject def func(redis: Redis = Provide[DIContainer.redis]): return redis.url def test_case_1(): DIContainer.settings.override(Settings(redis_url=MOCK_REDIS_URL)) assert func() == MOCK_REDIS_URL DIContainer.settings.reset_override() # DIContainer.redis.reset_cache() # FIX OF ASSERTION ERROR assert func() == DEFAULT_REDIS_URL # ASSERTION ERROR def test_case_2(): assert DIContainer.redis().url == DEFAULT_REDIS_URL DIContainer.settings.override(Settings(redis_url=MOCK_REDIS_URL)) # DIContainer.redis.reset_cache() # FIX OF ASSERTION ERROR redis_url = func() assert redis_url == MOCK_REDIS_URL # ASSERTION ERROR if __name__ == "__main__": test_case_1() test_case_2() ```