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sandman: A Boilerplate-free Python REST API for Existing Databases

At work on Friday, I found myself wishing there was a simple way to automatically generate a HATEOAS-based service with a REST API from an existing database. I've lost count of the number of times I've "decided" to build a REST API for a legacy database only to give up when I realized just how much boilerplate ORM code I'd need to write. On Friday and Sunday I spent a few hours finally writing a tool that does exactly what I want. I knew that SQLAlchemy had database introspection capabilities. I also knew that flask had an extension that allowed for easy integration with SQLAlchemy. After marrying these two facts and hacking up some ugly code, my new side-project was born.

"sandman makes things REST."

Batteries Included

sandman requires an astonishingly small amount of code to drop a RESTful service in front of a legacy database. Using a subset of the chinook test database as an example, here's all the code you'd need to write to get your service up:

from sandman import app, db

app.config['SQLALCHEMY_DATABASE_URI'] = '<your DB's SQLAlchemy connection string>'

from sandman.model import register, Model

class Artist(Model):
    __tablename__ = 'Artist'

class Album(Model):
    __tablename__ = 'Album'

class Playlist(Model):
    __tablename__ = 'Playlist'

register((Artist, Album, Playlist))


Yep. That's it.

With that code, you'll get a set of HTTP endpoints for both collections (i.e. 'artists') and resources (i.e. '/artists/125'). Collection endpoints support HTTP GET and POST, while resource endpoints support HTTP GET, POST, PATCH, PUT, and DELETE. All HTTP status codes returned should be correct (i.e. PATCH on an existing resource returns 204, but 201 on a non-existent resource). PATCH is idempotent, POST isn't, and rel and uri links are returned (though rel: self is the only one supported at the moment).

But wait, there's more! (Updated 8/21)

Want a Django-style admin interface? You got it. Simply add a single line (model.activate_admin_classes) to get the smooth sweetness you see here:

sandman admin screenshot

There's also support for user-defined validation on a per-HTTP method basis, the ability to choose supported HTTP methods on a per-resource basis, and custom endpoints.

Here's what a simple HTTP request to the service looks like:

~jknupp: curl localhost:5000/artists/275                                    - - [23/Jul/2013 01:05:01] "GET /artists/275 HTTP/1.1" 200 -
"ArtistId": 275,
"Name": "Philip Glass Ensemble",
"links": [
    "rel": "self",
    "uri": "/artists/275"

Towards a Level 3 RESTful API

There's clearly still a lot more work to do, but far less than when this post was originally written. A very useful skeleton is in place, and there are only two pieces of functionality I consider essential before I would recommend using sandman in production: support for authentication and automatic generation of rel links to related resources (by finding foreign keys via introspection, which I've already done for the admin interface).

I've already begun work on HTTP authentication, so hopefully a true beta release isn't that far off.

Wrapping Up

sandman is the type of side-project I love: small, simple, and useful. While it's still a WIP and shouldn't be used for anything important (or at all, really), the GitHub repo is open, the tests are being run via TravisCI, and the Issues tab is open for business. Hopefully, someone out there finds it useful. Either way, I had fun writing it this weekend.

Note: I am by no means a REST API or HATEOAS expert, so if any of the information above is wrong or unclear, please feel free to correct me in the comments.

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