MindSphere CLI: mdsp kpi-calculation Command

Usage: mc kpi-calculation|kp [options]

calculate kpi states or compute kpis @

Options:
  -f, --file             timeseries file (default: "timeseries-sample.json")
  -c, --calendar           timeseries with planned outages
  -e, --events               timeseries with control system events
  -m, --mode [direct|states|kpis]    mode see @ Additional Documentation
  -t, --target               target variable
  -f, --from                   timeseries begin  (used for direct state calculation)
  -o, --to                       timeseries end  (used for direct state calculation)
  -i, --assetid             Asset id  (used for direct state calculation)
  -a, --aspectname       Aspect name (used for direct state calculation )
  -n, --initialstate   Initial state [RSH, SH, POH, FOH] (default: "RSH")
  -d, --defaultstate   Default state [RSH, FOH] (default: "FOH")
  -h, --threshold         threshold parameter (default: "1.0")
  -s, --shutdown           shutdown threshold parameter in milliseconds (default: "5000")
  -y, --retry                retry attempts before giving up (default: "3")
  -p, --passkey             passkey
  -v, --verbose                      verbose output
  --help                             display help for command

  Examples:

    mdsp kpi-calculation --mode states --file timeseries.mdsp.json --calendar calendar.mdsp.json  --target rpm --threshold 30 
 		calculate kpi states based on rpm
    mdsp kpi-calculation --mode direct --target rpm --assetid 123...ef --aspectname EngineParameters  --from  --to  
 		calculate kpi states based on asset data in MindSphere
    mdsp kpi-calculation --mode kpis --file states.mdsp.json --target state 
 		calculate kpis for state timeseries

  State KPIs:

    No Data Hours (NoData), Period Hours (PH), Available Hours (AH) Service Hours (SH) 
    Reserve Shutdown Hours (RSH), Unavailble Hours (UH), Planned Outage Hours (POH) Forced Outage Hours (FOH) 

  Additional Documentation:

    https://developer.mindsphere.io/apis/analytics-kpicalculation/api-kpicalculation-basics-kpi.html

  Example Jupyter Notebook:

    https://github.com/mindsphere/analytics-examples/blob/master/kpi-calculation.ipynb