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https://github.com/pydata/xarray/issues/2501#issuecomment-509340139 https://api.github.com/repos/pydata/xarray/issues/2501 509340139 MDEyOklzc3VlQ29tbWVudDUwOTM0MDEzOQ== 1872600 2019-07-08T18:30:18Z 2019-07-08T18:30:18Z NONE

@TomAugspurger, okay, I just ran the above code again and here's what happens:

The open_mfdataset proceeds nicely on my 8 workers with 40 cores, eventually completing the 8760 open_dataset tasks in about 10 minutes. One interesting thing is that the number of tasks keep dropping as time goes on. Not sure why that would be: The memory usage on the workers seems okay during this process:

Then, despite the tasks showing on the dashboard being completed, the open_mfdataset command does not complete, but nothing has died, and I'm not sure what's happening. I check top and get this:

then after about 10 more minutes, I get these warnings:

and then the errors: python-traceback distributed.client - WARNING - Couldn't gather 17520 keys, rescheduling {'getattr-fd038834-befa-4a9b-b78f-51f9aa2b28e5': ('tcp://127.0.0.1:45640',), 'drop_coords-39be9e52-59de-4e1f-b6d8-27e7d931b5af': ('tcp://127.0.0.1:55881',), 'drop_coords-8bd07037-9ca4-4f97-83fb-8b02d7ad0333': ('tcp://127.0.0.1:56164',), 'drop_coords-ca3dd72b-e5af-4099-b593-89dc97717718': ('tcp://127.0.0.1:59961',), 'getattr-c0af8992-e928-4d42-9e64-340303143454': ('tcp://127.0.0.1:42989',), 'drop_coords-8cdfe5fb-7a29-4606-8692-efa747be5bc1': ('tcp://127.0.0.1:35445',), 'getattr-03669206-0d26-46a1-988d-690fe830e52f': ... Full error listing here: https://gist.github.com/rsignell-usgs/3b7101966b8c6d05f48a0e01695f35d6

Does this help? I'd be happy to screenshare if that would be useful.

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