smartjob

Name	smartjob JSON
Version	0.0.27 JSON
	download
home_page	None
Summary	Little async python library for dealing with GCP/Cloud Run Jobs and GCP/VertexAI CustomJobs
upload_time	2024-10-01 07:26:46
maintainer	None
docs_url	None
author	Fabien MARTY
requires_python	<4.0,>=3.11
license	None
keywords
VCS
bugtrack_url
requirements	No requirements were recorded.
Travis-CI	No Travis.
coveralls test coverage	No coveralls.

            # Welcome on SmartJob Python Library!

## What is it?

**SmartJob** is a thin Python 3.11+ job library for dealing with [GCP/Cloud Run Jobs](https://cloud.google.com/run), [GCP/VertexAI CustomJobs](https://cloud.google.com/vertex-ai/docs/training/create-custom-job) 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 🚀](https://fabien-marty.github.io/smartjob/tutorials/quickstart/)

## Documentation

[https://fabien-marty.github.io/smartjob/](https://fabien-marty.github.io/smartjob/)

            

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