apache / apache/sedona-spatialbench
[FEATURE] Add optimized GeoPandas benchmarks
- Dominant language
- Rust
- Stars
- 48
- Forks
- 23
- Avg merge
- 1d 50m
- Merged PRs (30d)
- 4
Description
**Is your feature request related to a problem? Please describe.**
The current GeoPandas code is naive. It could be cool to add optimized GeoPandas code as well.
**Describe the solution you'd like**
See [this blog post](https://dewey.dunnington.ca/post/2024/wrangling-and-joining-130m-points-with-duckdb--the-open-source-spatial-stack/) for an example that demonstrates a naive GeoPandas implementation and an optimized one for a given query.
**Describe alternatives you've considered**
[dask-geopandas](https://github.com/geopandas/dask-geopandas) is another way to optimize GeoPandas code on a single machine.
**Additional context**
Optimizing GeoPandas code can be complex and it would be great if a GeoPandas expert would be willing to help out!
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