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Databases & Data Warehouses
Distributed Columnar Streaming Database
★ 3.7
Time Series Database
★ 4.4
N/A — Scala-based, no pip installpip install influxdb-clientN/A — Scala-based, no pip installpip install influxdb-clientPython 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 influxdb-client library to write time-series metrics from pipeline monitoring, IoT sensors, and application performance data into InfluxDB. It is commonly used alongside Grafana to build real-time pipeline health dashboards showing record throughput, task latency, and error rates. InfluxDB is also used as the storage layer for infrastructure monitoring pipelines built with Telegraf and Kapacitor.
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