4 releases (breaking)
0.4.0 | Dec 16, 2023 |
---|---|
0.3.0 | Jan 19, 2023 |
0.2.0 | Oct 28, 2022 |
0.1.0 | Oct 25, 2022 |
#15 in #h3
250KB
5.5K
SLoC
h3ron-polars
Integration of the h3 geospatial indexing system with polars dataframes by providing extension traits
to UInt64Chunked
and DataFrame
.
This integration does not aim to be feature-complete, it was created by moving functionalities implemented in other projects to this common crate for better usability. In case of missing features, please submit a PR.
Some features so far:
- Convert from
UInt64Chunked
to H3 cells and edges and vice versa. - Algorithms on
UInt64Chunked
for building grid-disks, changing the cell resolution, deriving the bounding box and some more. - Spatial-indexing of H3-cells and edges using the kdbush spatial index. The spatial index
returns a
BooleanChunked
array suitable to be used with polars filters. - Algorithms on
DataFrame
for compacting/uncompacting the contained data by grouping the rows based on the remaining columns and applying compaction/uncompaction to the cell column.
Maintenance status
In january 2023 the h3o library - a port of H3 to rust - has been released. This brings many benefits including type safety, compilation to WASM and performance improvements (example: issue comparing raster to h3 conversion).
As a result this library will most certainly only receive dependency upgrades in the future.
Dependencies
~47MB
~794K SLoC