import clr
clr.AddReference('DHI.Solutions.GISManager.Tools.Temporal')
from DHI.Solutions.GISManager.Tools.Temporal import *
from System import DateTime

def TimeSeriesToTemporalRaterTool():
    """
    <Script>
    <Author>DHI</Author>
    <Description>This script illustrates the use of the tool</Description>
    </Script>
    """
    gisManager = app.Modules.Get("GIS Manager")
    inputItem = gisManager.FeatureClassList.Fetch('/weather_forecast')
    tool = app.Tools.CreateNew('Time Series to Temporal Raster')
    tool.InputItems.Add(inputItem)    
    tool.UseAssociation = False
    tool.TsNameFeatureAttributeName = 'pointid'
    tool.TSNamePattern = '(.*)_rainfall'
    tool.RasterName = 'TemporalForecastedRaster'
    tool.TSGroupName = '/Aladin/FullTS'
    tool.RasterGroup = '/Rainfall'
    tool.AutoScale = True
    tool.MissingValue = -9999
    
#    rasterDefinition = TsToTempRasterRasterDefinition()
#    tool.RasterDefinition = rasterDefinition
    tool.StartTime = DateTime(2018,3,25, 9, 00, 00)
    tool.EndTime = DateTime(2018,3,30, 8, 00, 00)
    tool.TimeStep = 1
    tool.Execute()
    return tool.OutputItems