Lessons From Writing a JNoSQL Driver

  • Dec 30, 2017

The other day, I decided to start up a side project to write an app for my Stars Without Number
game in Darwino
. Like back when I wrote a forum/raiding app for my WoW guild, I like to use this kind of opportunity to try new technologies and flesh out my skills in existing ones.

One such tech I’ve had my eye on for a bit is JNoSQL
, which is a framework for integrating with NoSQL databases in Java. It’s along the lines of Hibernate OGM
, but intended to avoid the pitfalls of the relational/NoSQL that came with trying to adapt JPA directly to NoSQL databases. JNoSQL promised to be much easier to implement for a new database, so I decided to give it a shot.


JNoSQL is split into two paired components, cleverly named Diana (the driver side) and Artemis (the model/integration side). The task of writing a driver for a new database is pretty well-contained: pick the database type(s) you want to implement (out of key/value, column, document, and graph) and implement about half a dozen interfaces. This is in stark contrast from when I took a swing at writing a Hibernate OGM driver, where the task was significantly more daunting. The final result
is only ten Java files, with a chunk of them being utility classes for code organization.

It’s a young project – young enough that the best version to run right now is 0.0.4-SNAPSHOT – but it functions well and it’s been taken under the wing of the Eclipse foundation
, which builds some confidence.


Though the task was small, there were still a couple initial hurdles to getting going.

To begin with, I decided to start with the Couchbase
driver – this certainly made the overall task easier, since Couchbase’s semantics are very simila to Darwino’s, but it also meant that I had to be wary of which parts of the codebase were really about implementing a Diana driver and which were Couchbase-isms. Fortunately, this was much easier than the equivalent work when I adapted the CouchDB Hibernate OGM driver, which was a sprawling codebase by comparison.

More significantly, though, it’s always tough coming in to modify a codebase written by a single person or small team and learning as you go. The structure of the code is clean, but not quite my normal style (in part because Domino kept me from diving into Java 8 streams for so long), and I also had to ramp up quickly on the internal concepts of Diana. Fortunately, this was mostly easy, since the document-DB driver scaffolding is purpose-built, the hooks are straightforward and the query semantics were extremely easy to adapt
. The largest impediment was getting used to the use of the term “Document”, which internally refers to a key/value pair, while “DocumentEntity” is closer to the expected meaning.

Like the core implementation, the test suite I adapted from Couchbase
was also pleasantly svelte, covering the bases without being an onerous nightmare to convert. Indeed, most of the code I added to it was the Darwino app scaffolding just for the test runtime.

Putting It Into Practice

Once the driver was written, I was hit by a bit of a personal curveball when I went to implement some actual data models. The model side, Artemis, is heavily wrapped together with CDI, which is a Java EE thing
that, as I gather, handles managed beans, separation of implementation, and variable injection. This is a pretty normal thing for Java EE developers, but XPages’s “don’t call it Java EE” environment didn’t introduce me to this aspect. As such, the fact that the documentation just kind of casually tossed around CDI terms and annotations threw me for a bit of a loop trying to determine what was what was required and what was just an idiom.

I eventually determined that I could use the reference implementation, Weld
, without necessarily going whole-hog on Java-EE-everything. I’m a bit wary of what this bodes for whether I’ll be able to use JNoSQL in Darwino on mobile devices, but I’ll cross that bridge when I come to it. Once I got a bit of a handle on what Weld is and how to use it in unit tests
(hint: make sure you have beans.xml files!), I was able to start writing my model objects
and testing them

Doing It Again

The fact that the bulk of my implementation work ended up being on the app side with CDI goes to show that the Diana driver model really shines. It got me thinking about how difficult it would be in the future, say to write a driver for Domino. There’d be some hurdles – Domino’s lack of nested objects and antiquated querying mechanisms would need replacing
– but the core task wouldn’t be too bad. I don’t know if I’d have a need for it, but it’s nice to keep in mind as potential future small project.

All in all, I’m optimistic about the use of this. I’d love for Darwino to integrate as smoothly as possible into whatever standard environments it can, and this is one more step in that direction. I’ll know as my side app takes shape how much this ingrains itself into my actual work.

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