Monosi - Data observability & monitoring toolkit


Keywords
data, metrics, monitoring, observability, observability-data, python
License
Other
Install
pip install monosi==0.0.3.post2

Documentation

Open Source Data Observability Platform

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Monosi is an extensible data observability platform that ensures teams achieve data reliability. It provides:

  • Data monitoring setup in less than 10 minutes

  • OSS alternative to proprietary data quality and observability systems

Installation

Compatible with Python 3.6+

pip install monosi

OR

docker run -d -p 3000:3000 monosi/monosi

For instructions on getting started, check out our documentation.

Community

Features

CLI & Web Interface

Choose between using a CLI or a web interface to interact with Monosi.

web interface

Monitors as code

Define monitors on your data stores as code. Use provided table health metrics monitors or create custom table monitors.

monitors as code

Profiler

Monosi automatically profiles your database to suggest and create new monitors for you to run from scratch.

monosi profiler

Schedule monitors

Schedule monitors to run in the background on an interval basis.

Alerting

Get alerts in slack when Monosi detects anomalies in defined monitors.

monosi slack alerts

Own your stack

Avoid integration pitfalls with fragmented, legacy tools by using open source & prevent vendor lock-in by decoupling metric definitions from visualization.

Contributing

To start contributing, check out our Contributing Guide