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plotting is slow about enso_workshop HOT 3 CLOSED

seb-1 avatar seb-1 commented on July 27, 2024
plotting is slow

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Comments (3)

seb-1 avatar seb-1 commented on July 27, 2024

Test: Increasing memory or using Casper PBS, Casper login, Cheyenne PBS doesn't make a difference.

Xarray seems to use lazy data loading with dask in the background.

Running mpi_ge_tas_globalmean.compute() before plotting doesn't affect plotting times.

During plotting, memory use temporarily increases by 2-3GB, which shouldn't happen when plotting an array with some global mean time series.

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seb-1 avatar seb-1 commented on July 27, 2024
  • add cdo based preprocessing step to avoid loading global fields into python

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seb-1 avatar seb-1 commented on July 27, 2024

Closing because this can only be improved with dask. Interim solution: outsourcing pre-processing to separate scripts.

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