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Databases & Data Warehouses
Distributed Columnar Streaming Database
★ 3.7
High-Performance Cassandra Alternative
★ 4.5
N/A — Scala-based, no pip installpip install scylla-driverN/A — Scala-based, no pip installpip install scylla-driverPython 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 ScyllaDB as a Cassandra replacement when latency is critical — the `cassandra-driver` library works unchanged since ScyllaDB is wire-compatible. Engineers migrating from Cassandra to ScyllaDB typically see P99 write latency drop from milliseconds to microseconds without any Python code changes.
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