Services ======== .. warning:: This is a "future" document, that does not exist, it's only kept here not to lose the data until we organize better documentation versioning. Future and proposals :::::::::::::::::::: This is a first implementation and it will evolve. Base concepts will stay the same though. May or may not happen, depending on discussions. * Singleton or prototype based injection (to use spring terminology, see https://www.tutorialspoint.com/spring/spring_bean_scopes.htm), allowing smart factory usage and efficient sharing of resources. * Lazily resolved parameters, eventually overriden by command line or environment, so you can for example override the database DSN or target filesystem on command line (or with shell environment vars). * Pool based locks that ensure that only one (or n) transformations are using a given service at the same time. * Simple config implementation, using a python file for config (ex: bonobo run ... --services=services_prod.py). * Default configuration for services, using an optional callable (`def get_services(args): ...`). Maybe tie default configuration to graph, but not really a fan because this is unrelated to graph logic. * Default implementation for a service in a transformation or in the descriptor. Maybe not a good idea, because it tends to push forward multiple instances of the same thing, but maybe... A few ideas on how it can be implemented, from the user perspective. .. code-block:: python # using call http = Service('http.client')(requests) # using more explicit call http = Service('http.client').set_default_impl(requests) # using a decorator @Service('http.client') def http(self, services): import requests return requests # as a default in a subclass of Service class HttpService(Service): def get_default_impl(self, services): import requests return requests # ... then use it as another service http = HttpService('http.client') This is under development, let us know what you think (slack may be a good place for this). The basics already work, and you can try it.