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Databases & Data Warehouses
Distributed Columnar Streaming Database
★ 3.7
In-Memory Database & App Server
★ 4.0
N/A — Scala-based, no pip installpip install tarantoolN/A — Scala-based, no pip installpip install tarantoolPython 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.
Python data engineers use the `tarantool` Python connector to interact with Tarantool as an ultra-low-latency caching layer or session store in data pipelines. Its in-memory speed makes it suitable for real-time feature serving — a Python ML pipeline writes computed feature vectors to Tarantool, and the serving layer retrieves them in microseconds at inference time.
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