QTZPOC-20

QTZPOC-20: Implement .sientia model bundle import workflow

Introduces a new Temporal workflow and activities to import .sientia model bundles. This enables:
- Secure decryption and validation of bundles through a seven-gate process.
- Provisioning imported models in MLflow and updating the MongoDB model listing.
- Comprehensive status tracking in the public.experiment_run table with new IMPORT_SUCCESS/IMPORT_ERROR states.
- Dedicated metrics, robust error handling, and configurable settings.
- Includes updated e2e database fixtures and extensive unit/integration tests for bundle format, reader, and overall workflow.
This commit is contained in:
2026-08-25 10:40:46 -03:00
parent 291d16efa5
commit 0e445de386
27 changed files with 4471 additions and 11 deletions

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{
"parameters": {
"model_name": "fixture_model",
"target_variable": "SE",
"input_variables": "['feature_a', 'feature_b']",
"models_params": "{'alpha': 0.1}",
"nan_treatment": "drop",
"scaler_name": "StandardScaler",
"train_size": "0.8",
"test_size": "0.2",
"include_ar": "False",
"retrain": "False",
"start_date": "2026-01-01 00:00:00",
"end_date": "2026-08-01 00:00:00"
},
"metadata": {
"model_name": "fixture_model",
"experiment_name": "fixture_experiment",
"run_id": "8f14e45fceea167a5a36dedd4bea2543",
"model_version": "3",
"model_project": "fixture_project",
"export_timestamp": "2026-08-25T12:08:59.533441+00:00"
}
}