torch_timeseries.dataset.PSM

class PSM(root: str = '~/.torchtimeseries/data', columns=[])[source]

Bases: AnomalyDataset

PSM is a public dataset from eBay’s internal server nodes. It has 26 dimensions and contains performance indicators and system metrics from multiple servers, such as CPU usage, memory usage, network traffic, disk IO, etc.

Parameters:

root (str) – data save location, defaults to ~/.torchtimeseries/data