open-source tools to monitor JSON logs for unexpected patterns?

This page summarizes the projects mentioned and recommended in the original post on /r/devops
Prometheus loki Monitoring Grafana Logs

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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  • logmine

    A log pattern analyzer CLI

    • ideally, aggregate the remaining entries into similarity clusters (like Datadog or Logmine do);

  • mtail

    extract internal monitoring data from application logs for collection in a timeseries database

    • Convert your logs to metrics with mtail.

  • 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.

    InfluxDB logo

  • loki

    Like Prometheus, but for logs.

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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