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Python bindings to the geoarrow C and C++ implementation

Project description

geoarrow-c for Python

The geoarrow-c Python package provides bindings to the geoarrow-c implementation of the GeoArrow specification. Its primary purpose is to serve as a dependency to geoarrow-python where needed.

Installation

Python bindings for geoarrow are available on PyPI and can be installed with:

pip install geoarrow-c

You can install a development version with:

python -m pip install "git+https://github.com/geoarrow/geoarrow-c.git#egg=geoarrow-c&subdirectory=python/geoarrow-c"

If you can import the namespace, you're good to go!

import geoarrow.c

Example

Most users should use the higher-level geoarrow-python bindings. If you would like to use the compute kernels exposed via geoarrow-c directly, you will have to use the Arrow C Data interface to pass and retrieve values.

import geoarrow.pyarrow as ga
from geoarrow.c import lib

input_pyarrow = ga.array(["POINT (0 1)"])

type_in = lib.SchemaHolder()
input_pyarrow.type._export_to_c(type_in._addr())
array_in = lib.ArrayHolder()
input_pyarrow._export_to_c(array_in._addr())

kernel = lib.CKernel("box_agg".encode("UTF-8"))
type_out = kernel.start(type_in, bytes())
kernel.push_batch_agg(array_in)
array_out = kernel.finish_agg()

result = pyarrow.Array._import_from_c(array_out._addr(), type_out._addr())

Building

Python bindings for nanoarrow are managed with setuptools. This means you can build the project using:

git clone https://github.com/geoarrow/geoarrow-c.git
cd python
pip install -e geoarrow-c/

Tests use pytest:

# Install dependencies
cd python/geoarrow-c
pip install -e ".[test]"

# Run tests
pytest

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