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Speed improvements when writing XML containing multiple wells #11

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merged 16 commits into from
Sep 10, 2024

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when trying to generate an XML whereN cells are sorted into Z wells the coordinate locations for each cell were recalculated for each well. This PR implements improvements to the workflow that only calculates required values once and reloads them when required. This provides a significant speed improvement when generating XMLs where Z is high.

In addition multithreading has been implemented to allow for the parallel calculation of XML coordinates for multiple cell sets. This can be set by providing an additional parameter (threads) to the segmentation loader. Per default this parameter is set to 1 to disable multi-threading.

use multi processing for cellsets
Each of these processes can then have multiple threads underneath it
sophiamaedler added a commit to MannLabs/scPortrait that referenced this pull request Jul 10, 2024
adapts changes implemented in PR MannLabs/py-lmd#11 from py-lmd
@GeorgWa GeorgWa self-requested a review September 10, 2024 09:34
@GeorgWa GeorgWa merged commit 0005882 into main Sep 10, 2024
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2 participants