Changelog

Full changelog: https://docs.rastervision.io/en/0.31/changelog.html#raster-vision-0-31-0

This release migrates Raster Vision to pydantic v2 (it will no longer work with v1) and makes several other improvements and fixes. There are a few breaking changes; see the migration guide.

Features: - Add MultiRasterSource.from_stac() constructor (#2156) - Use smarter default padding value for sliding windows (#2190) - Use rasterio AWS session in RasterioSource when reading files on S3 (#2197) - Determine num_channels and dtype in RasterSource statically without reading a chip (#2212)

Refactor: - Compute RasterStats from transformed RasterSource (#2211)

Fixes: - Migrate to pydantic v2 (#2178) - Fix bug in ChipClassificationSource.__getitem__() when bbox is specified (#2193)

Maintenance: - Update codecov action to v4 and use token (#2172) - Type hint improvements (#2192, #2195, #2210) - Update CLA instructions (#2196)

PyPI

pip install rastervision==0.31.0

https://pypi.org/project/rastervision/0.31.0/

Docker image

docker pull quay.io/azavea/raster-vision:pytorch-0.31

Contributors

@AdeelH @ZhipengXue97