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CUDA-accelerated GIS and spatiotemporal algorithms

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After #558 is merged, we should introduce python interface that's similar to the linestring distance interface introduced in #521.

feature request
Python
inactive-30d

This PR contributes to #231, and should supercede #251 .

cmake
inactive-90d
inactive-30d
cpp

Orginally ported from https://github.com/rapidsai/cuspatial/pull/558#discussion_r906307896 Considering the `st_distance` covers many geometry combinations, there needs to be a way to make each distance primitive easy to find by users. ## File Organizations...

doc
inactive-30d

We need to quickly calculate the distance between two points in geospatial for high volume network traffic where the geoIP data is known. Additionally looking to reduce result data according...

feature request
inactive-30d

It would be great if we can have a Python API like `subset_polygon_geodataframe(geo_df,subset_ids or subset_range)` to return the same four arrays like `read_polygon_shapefile(shp_file)`. This will leave the C++ API untouched...

feature request
Python
c++

In fixing #489 we noticed the following. `cuspatial::quadtree_point_in_polygon` returns two values: offsets of polygons, then offsets of points. https://github.com/rapidsai/cuspatial/blob/6a34c21ac13708303cda7c2fb9c49fbb42d04ed5/cpp/include/cuspatial/spatial_join.hpp#L94-L96 `cuspatial::quadtree_point_to_nearest_polyline` returns these in the opposite order. (point offset then polyline...

feature request
? - Needs Triage
inactive-30d

Create header-only APIs for the following and refactor existing APIs / tests on top of the header-only API: - [x] `cuspatial::derive_trajectories` #628 - [ ] `cuspatial::trajectory_distances_and_speeds` - [ ] `cuspatial::trajectory_bounding_boxes`...

feature request
inactive-30d
c++

Create header-only APIs for the following and refactor existing APIs / tests on top of the header-only API: * `cuspatial::cubicspline_interpolate()` * `cuspatial::cubicspline_coefficients()` See https://github.com/rapidsai/cuspatial/blob/branch-22.08/cpp/include/cuspatial/cubic_spline.hpp

feature request
inactive-30d
c++

Hi; I encountered strange result when I run notebook below. https://github.com/rapidsai/cuspatial/blob/branch-22.04/notebooks/nyc_taxi_years_correlation.ipynb To show inconsistency, I did same calculation in 2 different ways. First one is pickups, second one is pickups2....

bug

According to [development doc](https://github.com/rapidsai/cuspatial/blob/branch-22.08/cpp/doc/libcuspatial_refactoring_guide.md#example-api), to be consistent with `std::transform` API, the method should return the output iterator to one past the last element being written to by the algorithm. Currently,...

bug
? - Needs Triage
inactive-30d