Geoserver has a REST API to automate Geoserver commands, however I do not see any examples of how to automatically create an Image Pyramid store and associated layer. Is that possible? Can anyone provide me sample code?

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You can create pyramid with gdaladdo, you not create pyramid with geoserver. Here is documentation of it https://gdal.org/gdaladdo.html

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