👽 Handle ms-buildings 20230425 update in Object Detection tutorial #106
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Using `pystac_client.Client.open(..., modifier=planetary_computer.sign_inplace` to handle the STAC Asset signing directly when accessing the Planetary Computer STAC API. Added some notes to the PySTAC-Client documentation as an extra reference.
The Microsoft Building footprint dataset was updated on 25 April 2023 to a Delta Lake storage format, which changed the schema and added an extra layer on top of the geoparquet files designed for faster bounding box based queries, see https://web.archive.org/web/20230315044820/https://planetarycomputer.microsoft.com/dataset/ms-buildings#Example-Notebook. The old method of filtering just by a `msbuildings:region` attribute now fails however, so need to add a bounding box region argument to the intersect parameter when performing the STAC API search.
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The Microsoft Building footprint dataset was updated on 25 April 2023 to a Delta Lake storage format, which changed the schema and added an extra layer on top of the geoparquet files designed for faster bounding box based queries. The old method of filtering just by a
msbuildings:regionattribute from #49 now fails however, so need to add a bounding box region argument to the intersect parameter when performing the STAC API search.Preview at https://zen3geo--106.org.readthedocs.build/en/106/object-detection-boxes.html#load-cloud-native-vector-files
Note that documentation was ok at zen3geo v0.6.0 released on 20230418 (see https://zen3geo.readthedocs.io/en/v0.6.0/object-detection-boxes.html#load-cloud-native-vector-files) as it was a week prior to the ms-building 20230425 update 😌. This patch will make it to zen3geo v0.6.1.
References: