Also, one of the benefits of Mongo's API is that it has excellent native implementations in numerous languages (we already use C++ and Python), so a suggestion to switch language entirely is not really equivalent.
Huh? The aggregation framework is a solution to a mongo-only problem. Most other databases are performant, but Mongo suffers wildly from coarse locking and slow performance putting things into and retrieving things from the javascript VM.
> For example, can it unwind an array field, match those subrecords where one field (like a "key") matches a value and another field (like a "value") exceeds an overall value, and then apply this condition to filter the overall rows in the table?
This sounds suspiciously like a SQL view.
Edit: But if you actually need an array in a cell, Postgres has an array type that's also a first-class citizen with plenty of tooling around it.
As far as views are concerned, I don't know what to tell you. Sure, you'll probably have to craft the view itself by hand. The result is that you can then use most abstractions of your choosing on top of it though.
Yes. There will be a subquery and jsonb indexes need to be thought out in order to make it fast
Ahh Elixir. My favorite language that really just tries so hard to shoot itself in the foot. I'm currently in the protracted process of trying to upgrade a Phoenix app to the current versions. Currently I'm at the rewrite it in Rust and try out Rocket + Diesel stage.
Diesel is... interesting and makes me long for Ecto (which is often used as an ORM although the model bits got split off into a different project).
Erlang and Elixir have plenty of promise but there simply is no good story for production deployments. Distillery and edeliver approximate capistrano, and that sounds great when it works (although I'd just as soon skip edeliver). But when it doesn't I'd much rather dig into the mess of ruby that is Capistrano than the mess of shell scripts, erlang, and god knows what else goes into a Distillery release.
Elixir is a really interesting language, but Phoenix seems to still be pretty wet behind the ears and very much in flux. Ecto too to a much smaller extent.
1: Some of the distillery scripts can communicate with epmd, some just give up.
My main point, though, is that you don't need to reach for NoSQL if all you need is a way to compose queries without string interpolation.
[0] https://github.com/elixir-ecto/ecto