Generate vector tiles as Datasets #103
Open
+92
−48
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Overview
This pulls the
VectorTile
generation out of RDD-land by defining some case classes (and some uglyValue
conversion) that Spark can serialize automatically.Notes
When I benchmarked this (lightly), runtime was similar to the RDD-based approach but Spark was able to show me a concrete plan.
There are similarities in approach and goal to bits of #93.