Bruno Domingues
44dca9b66b
SIENTIAPDE-1430: Add option to run all training test scenarios with summary reporting.
...
- Introduce --all argument to run_training_test.py to execute all available scenarios sequentially.
- Refactor single scenario execution into a run_single_scenario function for better modularity and error handling.
- Implement a print_summary function to report results for multiple scenario runs.
2025-12-18 21:46:51 -03:00
Bruno Domingues
06fd08dc70
SIENTIAPDE-1430: Introduce comprehensive integration testing with JSON-based scenarios and detailed README documentation. Enhance training workflow to support advanced model configurations, including polynomial regression with mandatory scaler validation. Ensure robust prediction handling by calculating training predictions (y_train_pred) before denormalization and automatically configuring datetime indices for time-series operations.
2025-12-18 17:05:10 -03:00
Bruno Domingues
f3c88885ea
SIENTIAPDE-1350: Configure cleanup test script and improve test isolation. This commit configures the cleanup test script to load environment variables from a .env file and use them for Temporal connection. It also adds a fixture to clean up temporary directories created by tests, ensuring better test isolation and preventing potential conflicts. Additionally, it adds the 'uri' property to the MongoDB config.
2025-11-25 00:44:55 -03:00
Bruno Domingues
463906073e
SIENTIAPDE-1350: Refactor: Improve logging, configuration, and resource management. Includes .env updates, client initialization logging, and resource closing.
2025-11-24 23:08:29 -03:00
Bruno Domingues
53f49d7a97
SIENTIAPDE-1350: Implement file cleanup workflow and activities, including MinIO and local directory cleanup, configuration, and metrics.
2025-11-19 18:38:00 -03:00
Bruno Domingues
c7f44a2423
SIENTIAPDE-1309: Update README with Helm instructions and refactor experiment status messages. Also, update values.yaml with new image and configurations.
2025-11-06 15:34:03 -03:00
Kou-Kinoshita
1f6765dc86
SIENTIAPDE-1241: Linted files
2025-10-29 11:57:40 -03:00
Kou-Kinoshita
5e763a8a64
SIENTIAPDE-1241: Formatted files
2025-10-29 11:55:03 -03:00
Bruno Domingues
5789a13023
SIENTIAPDE-1241: refactor train_model workflow due to I/O errors.
2025-10-22 15:37:56 -03:00
