This software is EXPERIMENTAL , it supports only Euclidean and Manhattan distance measures ( why? ) and it is not well optimized yet. I tested it only on small datasets (millions of records with 2 features in each record).
You can use Spark DBSCAN as a standalone application which you can submit to a Spark cluster ( Learn how ). Alternatively, you can include it into your own app - its API is documented and easy to use ( Learn how ).
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I was glad to receive contributions from other people and I'd like to say thank you: