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SIENTIAPDE-1309: Update README with Helm instructions and refactor experiment status messages. Also, update values.yaml with new image and configurations.

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Bruno Domingues
2025-11-06 15:34:03 -03:00
parent a625ef6c19
commit c7f44a2423
9 changed files with 133 additions and 95 deletions
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12
model_manager/utils/models/experiment_status.py
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@@ -15,20 +15,20 @@ class ExperimentStatus(str, Enum):
Attributes:
ORCHESTRATOR_VALIDATION_ERROR: Error in the parameters validation.
MAGE_WAITING_PROC: Initial status indicating experiment is registered and waiting for processing.
ORCHESTRATOR_WAITING_PROC: Initial status indicating experiment is registered and waiting for processing.
TRAINING_SUCCESS: Training completed successfully with model and metrics calculated.
TRAINING_ERROR: Training failed due to data issues, model errors, or other exceptions.
MLFLOW_SENT: Model successfully saved to MLFlow.
MLFLOW_SEND_ERROR: Model saving to MLFlow failed due to connection or serialization errors.
TRACKING_SENT: Model successfully saved to MLFlow.
TRACKING_SEND_ERROR: Model saving to MLFlow failed due to connection or serialization errors.
FILE_DELETED: Cleanup completed successfully with all artifacts removed.
FILE_DELETE_ERROR: Cleanup failed due to file system or MinIO errors.
"""
ORCHESTRATOR_VALIDATION_ERROR = 'ORCHESTRATOR_VALIDATION_ERROR'
MAGE_WAITING_PROC = 'MAGE_WAITING_PROC'
ORCHESTRATOR_WAITING_PROC = 'ORCHESTRATOR_WAITING_PROC'
TRAINING_SUCCESS = 'TRAINING_SUCCESS'
TRAINING_ERROR = 'TRAINING_ERROR'
MLFLOW_SENT = 'MLFLOW_SENT'
MLFLOW_SEND_ERROR = 'MLFLOW_SEND_ERROR'
TRACKING_SENT = 'TRACKING_SENT'
TRACKING_SEND_ERROR = 'TRACKING_SEND_ERROR'
FILE_DELETED = 'FILE_DELETED'
FILE_DELETE_ERROR = 'FILE_DELETE_ERROR'