AICoE / prometheus-anomaly-detector

A newer more updated version of the prometheus anomaly detector (https://github.com/AICoE/prometheus-anomaly-detector-legacy)
GNU General Public License v3.0
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add fourier model #5

Closed MichaelClifford closed 5 years ago

MichaelClifford commented 5 years ago

Added a new file model_fourier.py to perform the fourier analysis on incoming metrics. Code was based on the original implementation found here https://github.com/AICoE/prometheus-anomaly-detector/blob/e8661402df9bc9bc9b8624ca0f400b8ba37b72a1/model.py#L204-L274.

Initial test indicate that it is working. But further work/ tests can be done to validate this Fourier analysis approach for prediction.