Time series clustering for netdata.
Project description
netdata_ts_clustering
Time series clustering for Netdata hosts.
...
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 |
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