✨ Introducing RioXarrayReaderIterDataPipe for reading GeoTIFFs #6
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A library of common modular data loading primitives for easily constructing flexible and performant data pipelines!
Geospatial xarray extension powered by rasterio! Pinning minimum version to 0.10.0 which had dropped Python 3.7 support as per NEP29.
An iterable-style DataPipe for GeoTIFF data! Composition over inheritance. Uses rioxarray for the I/O and the IterDataPipe code is based on https://github.com/pytorch/data/blob/v0.3.0/torchdata/datapipes/iter/load/online.py#L29-L59. Have added a unit test and doctest for good measure.
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An iterable-style DataPipe for GeoTIFF data! Composition over inheritance~
I/O handled using rioxarray. IterDataPipe code based on https://github.com/pytorch/data/blob/v0.3.0/torchdata/datapipes/iter/load/online.py#L29-L59.
TODO:
RioXarrayReaderIterDataPipe.read_from_rioxarray()(separate PR at 🚸 Walkthrough on using RioXarray IterDataPipes #8)References: