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SIENTIAPDE-1273

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Update requirements and enhance metrics and data handling

- Updated the sientia-dataops-library dependency version in requirements.txt to 1.5.3.
- Added new metrics for model analysis, including lag, count, and error count in metrics.py.
- Implemented a new method for formatting transformed data in gates.py.
- Enhanced MLFlowRepository with methods to load artifact dataframes and calculate model metrics, including drift and performance metrics.
- Updated the prediction process to handle transformed data and ensure proper execution of related activities in format_and_export_prediction.py and prediction_process.py.
This commit is contained in:
vitor-aignosi
2025-11-11 16:50:22 -03:00
parent 0c59a7def8
commit 6ac0f38d59
6 changed files with 177 additions and 2 deletions
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requirements.txt
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@@ -3,7 +3,7 @@ psycopg2-binary
sqlalchemy
asyncua
redis
git+ssh://git@github.com/Aignosi/sientia-dataops-library.git@1.5.2
git+ssh://git@github.com/Aignosi/sientia-dataops-library.git@1.5.3
git+ssh://git@github.com/Aignosi/sientia-mlops-library.git@0.39.0
prometheus-client
botocore