import clr
clr.AddReference('DHI.Solutions.TimeseriesManager.Tools.Processing')
from DHI.Solutions.TimeseriesManager.Tools.Processing import *
clr.AddReference('DHI.Solutions.Generic')
from DHI.Solutions.Generic import *

def FlagOutliers():
    """
    <Script>
    <Author>AUG</Author>
    <Description>Loops throught timeseries and flag outliers</Description>
    </Script>
    """
    lowerValue = 0
    upperValue = 10
    inputGroupPath = "/Discharge"
    
    tsmod = app.Modules.Get("Time Series Manager")
    inputGroup =  tsmod.TimeSeriesGroupList.Fetch(inputGroupPath)

    q = Query();
    q.Add(QueryElement('GroupId', inputGroup.Id, QueryOperator.Eq));
    tsList = tsmod.TimeSeriesList.Fetch(q)
    
    for ts in tsList:
        tool = app.Tools.CreateNew('Flag outliers')
        tool.InputItems.Add(ts)
        tool.Smoothing = SmoothingOption.Disabled
        tool.LowerLimit = lowerValue
        tool.UpperLimit = upperValue
        tool.AddFlagsToCopy = True
        tool.FlagOutliers = "Out of Range Q"
        tool.ReplaceExisting = True
        tool.Option = CriteriaOption.Outside_range

        tool.Execute()
        
        tsOut = tool.OutputItems[0]
        tsOut.GroupId  = inputGroup.Id
        tsmod.TimeSeriesList.Delete(ts)
        tsmod.TimeSeriesList.Add(tsOut)
        tsOut.UpdateFlagValues(tsOut.GetAll())