SIENTIAPDE-1273

Implement simple metrics configuration in formatters and orchestrator utilities. Update tests to validate new simple metrics functionality and ensure proper integration with existing workflows.

orchestrator/activities/formatters.py

@@ -20,6 +20,7 @@ with workflow.unsafe.imports_passed_through():
         predictions_batch,
         scouter,
         drift,
+        simple_metrics,
     )
 
 topic_separator = '\n ========== \n'
@@ -140,6 +141,13 @@ class Formatters(SientiaMonitoring):
                         'updated_at', now().strftime(DATETIME_FORMAT_MS_WITH_TZ)
                     ),
                 }
+            elif pipeline['workflow_type'] == 'simple_metrics':
+                schedule_config[self.laborious_namespace][pipeline['schedule_name']] = {
+                    **simple_metrics(pipeline),
+                    'updated_at': pipeline.get(
+                        'updated_at', now().strftime(DATETIME_FORMAT_MS_WITH_TZ)
+                    ),
+                }
 
         self.info('Processed schedules', metadata=metadata)
         self.debug(json.dumps(schedule_config, indent=4, sort_keys=True), metadata=metadata)

orchestrator/utils/orchestrator_functions.py

@@ -36,7 +36,6 @@ def drift(config: dict[str, Any]):
     """
     Build drift configuration from pipeline config.
     """
-    model = config['model']
     return {
         **common_config(config),
         'schema': 'sientia_data',
@@ -51,6 +50,20 @@ def drift(config: dict[str, Any]):
     }
 
 
+def simple_metrics(config: dict[str, Any]):
+    """
+    Build simple metrics configuration from pipeline config.
+    """
+    return {
+        **common_config(config),
+        'schema': 'sientia_data',
+        'predictions_table_name': 'predictions',
+        'data_table_name': 'laborious_data',
+        'interval_minutes': config.get('interval_minutes', 60),
+        'metrics': config.get('metrics', ['rmse', 'mse', 'mae', 'r2']),
+    }
+
+
 def minimal_retrain(config: dict[str, Any]):
     """
     Build minimal retrain configuration from pipeline config.

tests/orchestrator/activities/test_formatters.py

@@ -48,8 +48,17 @@ metadata = {
     'orchestrator.activities.formatters.drift',
     return_value={'test_drift': 'test_drift'},
 )
+@patch(
+    'orchestrator.activities.formatters.simple_metrics',
+    return_value={'test_simple_metrics': 'test_simple_metrics'},
+)
 async def test_process_schedules(
-    mock_drift, mock_minimal_retrain, mock_predictions_batch, mock_scouter, formatters
+    mock_simple_metrics,
+    mock_drift,
+    mock_minimal_retrain,
+    mock_predictions_batch,
+    mock_scouter,
+    formatters,
 ):
     input_data = {
         'pipelines': [
@@ -81,6 +90,13 @@ async def test_process_schedules(
                 'model_id': 'test_model_id',
                 'updated_at': '2021-01-04',
             },
+            {
+                'schedule_name': 'test_schedule_name5',
+                'workflow_type': 'simple_metrics',
+                'model_name': 'test_model_name',
+                'model_id': 'test_model_id',
+                'updated_at': '2021-01-05',
+            },
         ]
     }
 
@@ -103,6 +119,10 @@ async def test_process_schedules(
                 'test_drift': 'test_drift',
                 'updated_at': '2021-01-04',
             },
+            'test_schedule_name5': {
+                'test_simple_metrics': 'test_simple_metrics',
+                'updated_at': '2021-01-05',
+            },
         },
     }
 
@@ -110,6 +130,7 @@ async def test_process_schedules(
     mock_predictions_batch.assert_called_once_with(input_data['pipelines'][1])
     mock_minimal_retrain.assert_called_once_with(input_data['pipelines'][2])
     mock_drift.assert_called_once_with(input_data['pipelines'][3])
+    mock_simple_metrics.assert_called_once_with(input_data['pipelines'][4])
 
 
 @mark.asyncio

tests/orchestrator/activities/test_temporal_manager.py

@@ -18,8 +18,7 @@ metadata = {
 
 
 @fixture
-@patch('orchestrator.activities.temporal_manager.Client.connect')
-def temporal_manager(connect_mock):
+def temporal_manager():
     temporal_manager = TemporalManager(
         host='localhost:7233',
         scouter_namespace='scouter',

tests/orchestrator/utils/test_orchestrator_functions.py

@@ -10,6 +10,7 @@ from orchestrator.utils.orchestrator_functions import (
     predictions_batch,
     process_path_priority,
     scouter,
+    simple_metrics,
 )
 
 
@@ -66,6 +67,36 @@ def test_drift():
     assert result == expected
 
 
+def test_simple_metrics():
+    config = {
+        'workflow_type': 'simple_metrics',
+        'schedule_name': 'test_schedule',
+        'model_id': 'test_model_id',
+        'model': {'name': 'test_model_name', 'model_config': {'test_config': 'test_config'}},
+        'interval_minutes': 120,
+        'metrics': ['rmse', 'mse'],
+    }
+    result = simple_metrics(config)
+    expected = {
+        'workflow_type': 'simple_metrics',
+        'schedule_name': 'test_schedule',
+        'frequency': '1m',
+        'offset': '0m',
+        'max_retry_policy': 1,
+        'model_id': 'test_model_id',
+        'model_name': 'test_model_name',
+        'model_config': {'test_config': 'test_config'},
+        'schema': 'sientia_data',
+        'predictions_table_name': 'predictions',
+        'data_table_name': 'laborious_data',
+        'interval_minutes': 120,
+        'metrics': ['rmse', 'mse'],
+        'execution_timeout_seconds': 300,
+        'task_timeout_seconds': 300,
+    }
+    assert result == expected
+
+
 def test_minimal_retrain():
     config = {
         'workflow_type': 'minimal_retrain',