Learning PDG workflow with parsl by processing sample data for lake change in the Arctic.
stage_rasterize.ipynb: initial exploration of the dataset sample, as well as the staging and rasterization steps
make_3d_tiles.ipynb: initial attempt at the next steps in the workflow following staging and rasterization, but I abandoned this document in favor of starting a cleaner one from scratch to more clearly follow the PDG workflow from start to finish
workflow.ipynb: most comprehensive document with documentation for my own knowledge
parsl.ipynb: first run of parsl
workflow (all at once, not chunked by step)
parsl_chunks.ipynb: running through parsl
workflow in steps (working on parsing this code between parsl and kubernetes, and setting up the HighThroughputExecutor
)
I chose to not push the data folders to GitHub, but they can be found in datateam: /home/jcohen/lake_change_sample/