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The GeoTessera project produces 128-channel geospatial embeddings from Sentinel satellite imagery. The dataset is tiled at 0.1-degree resolution across the globe, covering 9 years and comprising roughly 3.8 million tiles, each containing embeddings and scale-factor files.
My throw-away comment at the end of my earlier post shows my scepticism that the JSON file approach was really viable.
If you haven’t discovered the Apache Parquet file format, allow me to introduce it along with ClickHouse.
Yesterday I wrote about the amazing performance of Apache Parquet files; today I reflect on how that translates into an actual application reading Parquet files using the OCaml wrapper of Apache’s C++ library.


