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Expose BufferedTiles as RDD numpy array #627

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echeipesh opened this issue Jan 31, 2018 · 0 comments
Open

Expose BufferedTiles as RDD numpy array #627

echeipesh opened this issue Jan 31, 2018 · 0 comments

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@echeipesh
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Having done map algebra to GeoTrellis layer, convert it to numpy RDD but include neighboring pixels so the python process can perform a python focal operation over tile boundaries.

Required information per record:

  • Tile Key
  • numpy array with all pixels
  • bounds of central tile

This use case covers only the RDD[MultibandTile] -> RDD[BufferedTile[MultibandTile] -> PyRDD[numpy] conversion. We should avoid adding BufferedTile as a type to GeoPySpark tile/layer hierarchy. That type is not extensively supported in GeoTrellis and writing operations over it would likely run into a bunch of problems

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