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Add interface to load experiments lazily from a query #90

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vnmabus opened this issue Aug 18, 2023 · 0 comments
Open

Add interface to load experiments lazily from a query #90

vnmabus opened this issue Aug 18, 2023 · 0 comments

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@vnmabus
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vnmabus commented Aug 18, 2023

A common pattern when loading experiments is to pick some data for each experiment (such as the accuracy) and process it for each experiment (for example, storing it into a dataframe).

With the current code, in order to do that we have to first load all experiments into memory and then iterate over them. This is memory-expensive, and I had not enough memory in my machine for doing that for a (rather large) collection of experiments.

However, a lazy way to iterate over the experiments in the query can be provided, so that only one experiment needs to be created at a time.

@vnmabus vnmabus changed the title Add interface to load experiments lazy from a query Add interface to load experiments lazily from a query Aug 18, 2023
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