smartjob 0.0.27

Little async python library for dealing with GCP/Cloud Run Jobs and GCP/VertexAI CustomJobs

Welcome on SmartJob Python Library!

What is it?

SmartJob is a thin Python 3.11+ job library for dealing with GCP/Cloud Run Jobs, GCP/VertexAI CustomJobs and (local) Docker (jobs):

• in a very simple way
• in a unified way (with as little difference as possible between the 3 providers)
• in an async way (not with asyncio but with concurrent.futures.Future objects; in most cases, this is enough for dealing with complex parallel workflows (including parralelism, chaining, conditionals...) and you don't need to learn another pipeline workflow or switching your whole codebase to asyncio)
• in a reactive way (when you're in the experimentation phase, you can pass the main Python script without rebuilding/pushing a whole docker image at each attempt)
• in a production ready way (with retries, timeouts...)

Non-features

SmartJob is a thin library and not a whole pipeline framework. He tries to be as un-opinionated as possible.

Quickstart

Let's go 🚀

Documentation

https://fabien-marty.github.io/smartjob/