Peter on Nostr: I'm a longtime fan of influxdb and have been collecting timeseries for years now. ...

I'm a longtime fan of influxdb and have been collecting timeseries for years now. I've created a writeup on my timeseries forecasting project in which I've configured an Argo cron workflow to query InfluxDB, run a Darts timeseries forecasting image and push the prediction data back to InfluxDB, which is then visualised in a Grafana dashboad. Everything is running on a low power Raspberry Pi Kubernetes cluster, but could also be set up to run with docker compose.

Would love to hear your thoughts and hear about how and if you have set up similar data transformation and machine learning pipelines.

https://hashbang.nl/blog/creating-an-mlops-pipeline-to-extract-forecast-and-load-timeseries-using-argo-cron-workflow-and-darts-timeseries-forecaster