1 unstable release

0.1.0 Mar 16, 2019

#3 in #confusion

MIT license

9KB
204 lines

Goals

  • Drift monitoring
  • Accuracy (and confusion matrix) monitoring
  • Extensibility (custom functions for monitoring)
  • Stateless
  • Able to be used in AWS Lambda, Containers, etc

Open questions

  • Choice of language (start with rust)
  • Do we use Grafana or ELK or just use our own visualization?
  • If we use our own visualization, what libraries?

Proposed architecture

  • Thresholds set via yaml
  • Simple accuracy (and other confusion matrix) metrics via yaml (timeframe to look back at, etc)
  • Allow custom functions via CLI (which will generate the required code in the background with only the logic needed to be written)
  • Custom functions will be pure functions

Dependencies

~0.6–0.9MB
~13K SLoC