AICoE / prometheus-anomaly-detector

A newer more updated version of the prometheus anomaly detector (https://github.com/AICoE/prometheus-anomaly-detector-legacy)
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Are there any other requirements/configs in order to get the Fourier metrics? #186

Closed m0sh1x2 closed 1 year ago

m0sh1x2 commented 2 years ago

Hello,

I am trying to get the fourier metrics but at the moment only the Prophet ones are being generated.

Are there any other configurations that I have to set or any way to debug this?

Thanks,

Here are some example output metrics on a test container:

# HELP node_load1_prophet Forecasted value from Prophet model
# TYPE node_load1_prophet gauge
node_load1_prophet{container="node-exporter",endpoint="http-metrics",instance="_REDACTED_:9100",job="node-exporter",namespace="monitoring",pod="prom-prometheus-node-exporter-nwphj",service="prom-prometheus-node-exporter",value_type="yhat"} 0.4046080750387797
node_load1_prophet{container="node-exporter",endpoint="http-metrics",instance="_REDACTED_:9100",job="node-exporter",namespace="monitoring",pod="prom-prometheus-node-exporter-nwphj",service="prom-prometheus-node-exporter",value_type="yhat_lower"} -0.7237909896183755
node_load1_prophet{container="node-exporter",endpoint="http-metrics",instance="_REDACTED_:9100",job="node-exporter",namespace="monitoring",pod="prom-prometheus-node-exporter-nwphj",service="prom-prometheus-node-exporter",value_type="yhat_upper"} 1.5272604045815268
node_load1_prophet{container="node-exporter",endpoint="http-metrics",instance="_REDACTED_:9100",job="node-exporter",namespace="monitoring",pod="prom-prometheus-node-exporter-nwphj",service="prom-prometheus-node-exporter",value_type="anomaly"} 0.0
node_load1_prophet{container="node-exporter",endpoint="http-metrics",instance="_REDACTED_:9100",job="node-exporter",namespace="monitoring",pod="prom-prometheus-node-exporter-pf892",service="prom-prometheus-node-exporter",value_type="yhat"} 0.9695916895129116
node_load1_prophet{container="node-exporter",endpoint="http-metrics",instance="_REDACTED_:9100",job="node-exporter",namespace="monitoring",pod="prom-prometheus-node-exporter-pf892",service="prom-prometheus-node-exporter",value_type="yhat_lower"} -0.15150424867751713
node_load1_prophet{container="node-exporter",endpoint="http-metrics",instance="_REDACTED_:9100",job="node-exporter",namespace="monitoring",pod="prom-prometheus-node-exporter-pf892",service="prom-prometheus-node-exporter",value_type="yhat_upper"} 2.0849780861090497
node_load1_prophet{container="node-exporter",endpoint="http-metrics",instance="_REDACTED_:9100",job="node-exporter",namespace="monitoring",pod="prom-prometheus-node-exporter-pf892",service="prom-prometheus-node-exporte 
m0sh1x2 commented 2 years ago

I started learning python and ML, hope I can fix it soon.

Any help will be of great value in finding on how to make the Fourier metrics to start working

sesheta commented 2 years ago

Issues go stale after 90d of inactivity. Mark the issue as fresh with /remove-lifecycle stale. Stale issues rot after an additional 30d of inactivity and eventually close.

If this issue is safe to close now please do so with /close.

/lifecycle stale

sesheta commented 1 year ago

Stale issues rot after 30d of inactivity. Mark the issue as fresh with /remove-lifecycle rotten. Rotten issues close after an additional 30d of inactivity.

If this issue is safe to close now please do so with /close.

/lifecycle rotten

sesheta commented 1 year ago

Rotten issues close after 30d of inactivity. Reopen the issue with /reopen. Mark the issue as fresh with /remove-lifecycle rotten.

/close

sesheta commented 1 year ago

@sesheta: Closing this issue.

In response to [this](https://github.com/AICoE/prometheus-anomaly-detector/issues/186#issuecomment-1365107387): >Rotten issues close after 30d of inactivity. >Reopen the issue with `/reopen`. >Mark the issue as fresh with `/remove-lifecycle rotten`. > >/close Instructions for interacting with me using PR comments are available [here](https://git.k8s.io/community/contributors/guide/pull-requests.md). If you have questions or suggestions related to my behavior, please file an issue against the [kubernetes/test-infra](https://github.com/kubernetes/test-infra/issues/new?title=Prow%20issue:) repository.