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Raster Vision v0.31

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@AdeelH AdeelH released this 07 Aug 20:12
· 6 commits to 0.31 since this release
1b43827

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:

  • Migrate to pydantic v2 (#2178)
  • Compute RasterStats from transformed RasterSource (#2211)

Fixes:

  • Fix bug in ChipClassificationLabelSource.__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