OSOceanAcoustics / echodataflow

Orchestrated sonar data processing workflow
https://echodataflow.readthedocs.io/en/latest/
MIT License
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Dask Cluster Memory Usage Growth #116

Open valentina-s opened 1 month ago

valentina-s commented 1 month ago

When echodataflow is set up to use an external dask cluster, the memory consumption of this cluster seems to continuously grow (beyond the size of the files that are currently being processed): i.e. there seems to be unsuccessful garbage collection.

Screenshot 2024-07-11 at 9 46 32 PM

Need to investigate more if that can be avoided. @Sohambutala share what you have tried.