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QTZPOC-20

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QTZPOC-20: Implement model import workflow for .sientia bundles

Introduces the import_model workflow and its associated activities to enable importing .sientia bundles into MLflow and MongoDB. This includes:

*   New core workflow and activity logic for handling bundle download, decryption, validation, MLflow provisioning (experiments, runs, registered versions), and MongoDB model document creation.
*   Comprehensive E2E and unit test suites, including a dedicated test harness and a manual run script for development.
*   Updated .env.example and README.md with new configurations and usage instructions.
*   Ensures correct MLflow model source resolution for legacy loader compatibility and robust MongoDB document management.
*   Refactors existing utility scripts into a scripts/ directory.
This commit is contained in:
Vitor Pimentel dos Santos
2026-08-25 17:07:42 -03:00
parent 0e445de386
commit dac4f1718f
41 changed files with 8168 additions and 1045 deletions
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requirements-local.txt
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@@ -4,7 +4,7 @@ sqlalchemy
asyncua==1.0.6
redis
git+ssh://git@github.com/Aignosi/sientia-dataops-library.git@1.12.1
/home/grezewave/Documents/projects/sientia/sientia-mlops-library
git+ssh://git@github.com/Aignosi/sientia-mlops-library.git@0.41.1
prometheus-client
# fsspec/s3fs/gcsfs pinned as a set: nannyml (via the mlops library) pulls both s3fs and
# gcsfs, and each pins fsspec exactly, so a free `s3fs` makes the resolver fail against