feat(simple_metrics): use frequency_alert while adaptive_state is escalated (SIENTIAPDE-2190)

tests/orchestrator/utils/test_orchestrator_functions.py

@@ -110,6 +110,7 @@ def test_simple_metrics():
         'target_table_name': 'simple_metrics',
         'interval_minutes': 120,
         'metrics': ['rmse', 'mse'],
+        'frequency_alert': None,
         'execution_timeout_seconds': 300,
         'task_timeout_seconds': 300,
         'runtime': 'legacy',
@@ -117,6 +118,43 @@ def test_simple_metrics():
     assert result == expected
 
 
+def _simple_metrics_config(**fields):
+    return {
+        'workflow_type': 'simple_metrics',
+        'schedule_name': 'm1-simple_metrics-60m',
+        'model_id': 'm1',
+        'model': {'name': 'm1'},
+        'frequency': '1h',
+        **fields,
+    }
+
+
+def test_simple_metrics_escalated_uses_frequency_alert():
+    config = _simple_metrics_config(
+        frequency_alert='5m', adaptive_state={'escalated': True, 'healthy_streak': 0}
+    )
+    result = simple_metrics(config)
+    assert result['frequency'] == '5m'
+    assert result['frequency_alert'] == '5m'
+
+
+def test_simple_metrics_not_escalated_keeps_frequency():
+    config = _simple_metrics_config(
+        frequency_alert='5m', adaptive_state={'escalated': False, 'healthy_streak': 2}
+    )
+    assert simple_metrics(config)['frequency'] == '1h'
+
+
+def test_simple_metrics_escalated_without_frequency_alert_keeps_frequency():
+    # Removing frequency_alert turns adaptive mode off even if a stale state says escalated.
+    config = _simple_metrics_config(adaptive_state={'escalated': True, 'healthy_streak': 0})
+    assert simple_metrics(config)['frequency'] == '1h'
+
+
+def test_simple_metrics_frequency_alert_without_state_keeps_frequency():
+    assert simple_metrics(_simple_metrics_config(frequency_alert='5m'))['frequency'] == '1h'
+
+
 def test_minimal_retrain():
     config = {
         'workflow_type': 'minimal_retrain',