Capella Columnar is an advanced real-time analytics database service from Couchbase, targeted for real-time data processing, offering SQL++ for processing JSON (semi-structured) data and more. This service enables data to be managed locally and streamed continuously from both relational and NoSQL databases, or simply process data on S3. The columns or fields of the source are directly mapped to a field in the JSON document at the destination automatically. This is really a zero-ETL operation. A key feature of this system is its ability to continuously stream data, making it immediately available for querying, thus ensuring near real-time data processing. The JSON analytics database engine is designed for MPP (Massively Parallel Processing), with a column store for JSON and a cost-based optimizer.