High-res zarr products - build tracking thread
@cisaacstern is already working on this.
Since Aug 18, 2023.
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Description
I am currently building zarr products for the high-res data. Opening this thread so we have a public place to track progress on these efforts. By way of background:
- When complete, the output product will be two zarr data objects on the LEAP Google Cloud Storage, one for
mliand one formlo, totaling ~48 TB together. These datasets will be publicly available to everyone on the internet with no egress costs. If accessed from a cloud compute node (e,g., the LEAP JupyterHub), this will allow users of the data to access the full high res data product directly, without downloading anything. - Here is the data ingestion + transformation code I am using to create these zarr stores. This code leverages the
pangeo-forge-recipesPython package, which uses Apache Beam as its distributed parallel computation framework, here's something I wrote recently on Beam, for those interested. - Once these zarr stores are complete (currently, I've been debugging the long-running compute jobs), I'll devote some effort to contributing some data loading code + examples to the github repo that demonstrates how to access them.
My second full-scale attempt at running these jobs has now been running for a little over 2 days:
The first time I tried this they crashed after 3 days, and I think I fixed the bug that caused that crash. So if this attempt just works, they'll be done by early next week I'd guess. If these jobs crash, I'll restart them early next week and then maybe the next shot we'd have is for end of next week (budgeting a couple days per attempt).
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