Tobias Macey

behind in there. And I know that in different implementations or different workflows, there can be cases where you have to suspend the authentication flow and then resume it either from links into your email or from a different computer. And so I'm wondering how you approach that challenge of being able to ensure that the current state of the authentication for a given user is maintained across sessions or across browsers or machines. Yeah, that that's fine. Put your ideas were provided by the parsha pyromancers kobashi partner. So it's something globally the pipeline feature, it allows you to stop the integration process at any given point where you can do some scenarios that sent an email, or bring there for where you will need extra details from the user, etc. Right? It was a very welcome feature. In the beginning, it wasn't perfect. It was session based. So if you stop a Babylon right in the middle for some reason, you need confirmation from an inmate, for example, somebody is sit on the computer and try to loneliness on your side, they will press on notification flow from the previous user, so it wasn't perfect. In the beginning, then import into storing the pipeline mistake on the database. A token was generator you can use that token to send in an email or store the link is somehow shared a link to a user One way or another, and that unique token was indentify, your connection process, and the session was not involved anymore. So you can continue your best co star, the authentication process on your computer and ankle do calm and continue the process on your home computer in terms of the different protocols and implementations of those protocols for different authentication providers, they'll all have a different set of attributes that they're able to support that they'll provide. And so I'm wondering how you approach that challenge in terms of determining what the minimum set of common parameters are and how to take advantage of the additional attributes and merge that all into a cohesive user profile on the end of the site that's implementing Python social off.