opening.io

Internal, distributed message queue. Main communication happens via port 4730 and consists of simple json messages. Completely independent of the main website back-end. Gearman

Internal Jezebel functionality, not directly exposed to the client. Part of the internal search scoring, main communication happens via binary port 9300. Elasticsearch

Main data storage. Any writes to Couchbase auto-replicate to Elasticsearch (via XDRC) and from there on propagate into the internal Jezebel pipeline via opes. Couchbase

Job-posts data mining, dictionary builder, unsupervised learning processes (mainly NLTK processes: clustering - LDA/KMeans/HDP, pos tagging, paragraph detection) Python

Most of the internal pipeline (machine learning processes, search, db interactions). Most of this functionality consists of in-mem Gearman workers handling very specific tasks. Java

All front-end / back-end is driven by Coffeescript. For the main ReactJS functionality JSX is embedded with coffee in .cjsx files / handled by Browserify. CoffeeScript