SIENTIAPDE-1273

Implement drift monitoring configuration and update formatters to support drift workflows. Add drift function to orchestrator utilities and enhance tests for drift functionality.

orchestrator/utils/orchestrator_functions.py

@@ -32,6 +32,25 @@ def common_config(config: dict[str, Any]):
     }
 
 
+def drift(config: dict[str, Any]):
+    """
+    Build drift configuration from pipeline config.
+    """
+    model = config['model']
+    return {
+        **common_config(config),
+        'schema': 'sientia_data',
+        'source_table_name': 'laborious_data',
+        'target_table_name': 'drift_metrics',
+        'interval': config.get('interval_minutes', 60),
+        'drift_metrics': config.get('drift_metrics', [
+            "kolmogorov_smirnov",
+            "jensen_shannon",
+            "wasserstein"
+        ])
+    }
+
+
 def minimal_retrain(config: dict[str, Any]):
     """
     Build minimal retrain configuration from pipeline config.
@@ -47,8 +66,6 @@ def minimal_retrain(config: dict[str, Any]):
     """
     return {
         **common_config(config),
-        'workflow_type': 'minimal_retrain',
-        'schedule_name': config['schedule_name'],
         'query': config['query'],
         'schema': 'sientia_data',
         'table_name': 'log_retrain',