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  Data transformation can be done independently from arcpy or any other Esri software. Using the latest GDAL python or CLI is recommended for transformation if arcpy lacks what the latest GDAL can provide.

  Some arcpy functions needd Portal signin thus need Portal Signin. Therefore, installing ArcGIS Portal and federating it with ArcGIS Server is recommended.

  In AWS environment, web proxy installation can be skipped and native AWS web service front-end can be used.

  If  input data source is not on S3 through CUMULUS, consider using OPeNDAP to subset data. Use NcML to modify some attributes and overwrite variable to make data CF-compliant.

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  Convert any mosaic dataset into CRF to optimize service performance especially on cloud. It will cost extra for storage but use it to improve user experience.

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