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Accelerating geospatial computing using Apache Arrow

Talkat rstudio::conf 2019 · 2019-01-15..01-18· [data-engineering]
slides:none on file

geoarrow extends Apache Arrow to store spatial types columnarly and runs spatial queries on the Arrow compute engine, demonstrating geoarrow::read_geoparquet() returning sf objects and parquet files that load much faster and keep types. It opens many files as an Arrow dataset (S3-hosted or local), processes queries batchwise and in parallel across cores so datasets bigger than memory complete, and passes results zero‑copy as Arrow arrays to Rust, Python, or R — package under development but working.

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