Add degradation metric computation implementation#91
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ashvina wants to merge 5 commits intomicrosoft:mainfrom
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Add degradation metric computation implementation#91ashvina wants to merge 5 commits intomicrosoft:mainfrom
ashvina wants to merge 5 commits intomicrosoft:mainfrom
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This change adds a baisc implementation for computing degradataion metric as described in the paper. The implementation, along with the helper class, can compute degradation from metric points provided in input, where each metric point is annotated with the operator (e.g. phase) it is associated with and the type of metric. Additionally, tests have been created to ensure the functionality is working as expected. The project structure has also been updated to accommodate these new additions.
jcamachor
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Aug 3, 2023
| version='0.1', | ||
| packages=find_packages(), | ||
| install_requires=[ | ||
| 'pandas>=1.5.3', |
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I'm not that familiar with Python conventions, but the project contains a list of required packages that were added by @poojanilangekar :
https://github.com/microsoft/lst-bench/blob/main/metrics/notebooks/requirements.txt
Shouldn't this list match that one (and have a single source of truth rather than two as well)?
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| """ | |||
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Shouldn't this file be under metrics/utils/ to match the existing folder structure of the Python project? It seems that all the other metrics (cluster, storage) where committed there. If we want to have a folder per metric type, maybe the others should be moved into their own folder (cc @anjagruenheid )? WDYT?
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This change adds a basic implementation for computing degradation metric as described in the paper. The implementation, along with the helper class, can compute degradation from metric points provided in input, where each metric point is annotated with the operator (e.g. phase) it is associated with and the type of metric.
Additionally, tests have been created to ensure the functionality is working as expected. The project structure has also been updated to accommodate these new additions.
The change does not trigger build testing yet.
Fix #90