Tools for Querying Logs with SQL

This page summarizes the projects mentioned and recommended in the original post on dev.to

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  • Logflare

    Never get surprised by a logging bill again. Centralized structured logging for Cloudflare, Vercel, Elixir and Javascript.

  • Logflare, now a part of Supabase, aims to streamline the logging experience for Cloudflare-, Elixir-, and Vercel-based applications. However, it can be adapted to support any type of log. Logflare provides structured logging ability without limits or added latency. It aims to provide the best performance with minimal overhead when processing logs for supported application platforms.

  • promscale

    Discontinued [DEPRECATED] Promscale is a unified metric and trace observability backend for Prometheus, Jaeger and OpenTelemetry built on PostgreSQL and TimescaleDB.

  • Promscale is a connector for Prometheus, one of the leading open-source monitoring solutions. Promscale is developed by Timescale, a time series database with full compatibility to Postgres. Since logs are time series events, Timescale developed Promscale to ingest events from Prometheus and make them available in SQL. You can install Promscale in numerous ways.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • prometheus

    The Prometheus monitoring system and time series database.

  • Promscale is a connector for Prometheus, one of the leading open-source monitoring solutions. Promscale is developed by Timescale, a time series database with full compatibility to Postgres. Since logs are time series events, Timescale developed Promscale to ingest events from Prometheus and make them available in SQL. You can install Promscale in numerous ways.

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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