Apache druid is know for:
Transformation while ingestion.
Druid provide fast, consistent queries at high concurrency.
Apache Druid is designed to be deployed as a scalable, fault-tolerant cluster.
Below are places, where druid is used:
Search Platform: (Real time ingestion, Flexible Schema)
Timeseries database: (Optimized for time based datasets, time-based functions)
OLAP: (Batch ingestion, efficient storage, fast analytic queries)
It provide you multiple ways to integrate:
Python: [ Ссылка ]
JDBC
Superset
Web API: [ Ссылка ]
CLI
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