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Databases & Data Warehouses
Real-Time Analytics Database
★ 4.3
Distributed Columnar Streaming Database
★ 3.7
pip install pydruidN/A — Scala-based, no pip installpip install pydruidN/A — Scala-based, no pip installPython data engineers use `pydruid` or Druid's HTTP API to query real-time analytics data — computing slice-and-dice metrics over millions of events that were ingested from Kafka seconds earlier. Druid powers dashboards that need to answer 'how many users did X in the last 5 minutes?' queries that would be too slow on traditional data warehouses.
Python data engineers working in observability infrastructure use FiloDB as a long-term storage backend for Prometheus metrics. Python scripts query FiloDB via its HTTP API to pull historical metric data for anomaly detection models or SLA reporting — enabling ML-driven monitoring use cases that require more data history than Prometheus retains locally.
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Individual Tool Pages