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Databases & Data Warehouses
Distributed Columnar Streaming Database
★ 3.7
Enhanced MySQL Fork
★ 4.5
N/A — Scala-based, no pip installpip install mariadbN/A — Scala-based, no pip installpip install mariadbPython 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 `mariadb` connector or the MySQL-compatible SQLAlchemy dialect to connect to MariaDB. MariaDB's ColumnStore engine is particularly useful for analytical query pipelines — engineers point standard MySQL Python clients at a ColumnStore table for fast aggregations on large datasets without migrating to a dedicated OLAP warehouse.
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