netdata-ts-clustering 0.0.9

Time series clustering for netdata.

netdata_ts_clustering

Time series clustering for Netdata hosts.

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Install

pip install netdata_ts_clustering

Quickstart

model = Clusterer(['london.my-netdata.io'], charts=['system.load'], after=-60, before=0)
model.get_data()
model.df.head()

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	system.cpu|guest	system.cpu|guest_nice	system.cpu|iowait	system.cpu|irq	system.cpu|nice	system.cpu|softirq	system.cpu|steal	system.cpu|system	system.cpu|user
time_idx
1607871202	0.0	0.0	0.0	0.0	0.0	0.000000	2.750000	0.750000	0.750000
1607871203	0.0	0.0	0.0	0.0	0.0	0.247525	1.980198	0.990099	0.742574
1607871204	0.0	0.0	0.0	0.0	0.0	0.000000	0.253165	1.012658	0.759494
1607871205	0.0	0.0	0.0	0.0	0.0	0.000000	0.744417	0.992556	0.992556
1607871206	0.0	0.0	0.0	0.0	0.0	0.248139	2.481390	0.496278	0.744417