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SIENTIAPDE-1214

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SIENTIAPDE-1214: Refactor MLFlow and model repository methods to use model_config dictionary

- Updated MLFlow class methods to accept model_config instead of model_retention for improved flexibility.
- Modified model_repository methods to handle model_config, extracting necessary parameters for transformation and prediction.
- Adjusted predictions_batch and prediction_process workflows to utilize model_config for better configuration management.
- Commented out the previous sientia-mlops-library dependency in requirements.txt for clarity.
This commit is contained in:
vitor-aignosi
2025-09-12 14:23:35 -03:00
parent d55b8bb187
commit f7217d400f
34 changed files with 5315 additions and 14 deletions
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3
requirements.txt
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@@ -4,5 +4,6 @@ sqlalchemy
asyncua
redis
git+ssh://git@github.com/Aignosi/sientia-dataops-library.git@1.4.5
git+ssh://git@github.com/Aignosi/sientia-mlops-library.git@0.38.13
# git+ssh://git@github.com/Aignosi/sientia-mlops-library.git@0.38.13
/home/grezewave/Documents/projects/sientia/sientia-mlops-library
prometheus-client