{ "models": [ { "id": "1001", "name": "test-runtime", "active": false, "model_config": { "alias": "production", "retention_minutes": 60, "target": "Square" } } ], "pipelines": [ { "schedule_name": "laborious-test-runtime", "model_id": "1001", "workflow_type": "predictions_batch", "frequency": "60s", "max_retry_policy": 1, "query": "select * from sientia_data.laborious_data where model_id = 1 and \"timestamp\" > NOW() - INTERVAL '5 minutes' order by \"timestamp\" desc limit 30;", "retention_time": 60, "write_tags": [], "input_filters": [ { "filter_name": "EMPTY_DATA", "policy": "STOP" }, { "filter_name": "SPECIFIC_VARIABLES_NULL_VALUES", "policy": "CONTINUE", "config": { "variables": [ "Counter" ] } } ], "mlflow_transform_filters": [ { "filter_name": "API_ERROR", "policy": "REPEAT" }, { "filter_name": "NAN_VALUES", "policy": "STOP" } ], "mlflow_predict_filters": [ { "filter_name": "API_ERROR", "policy": "CONTINUE" } ], "path_priority": [ "STOP", "CONTINUE", "REPEAT" ], "active": true, "updated_at": { "$date": "2026-05-07T23:35:01.600Z" }, "save_transform": false, "pi_web_api_output_config": {}, "datetime_columns": [ "timestamp", "created_at" ] }, { "schedule_name": "minimal-retrain-test-runtime", "model_id": "1001", "model_name": "test-runtime", "workflow_type": "minimal_retrain", "frequency": "1h", "max_retry_policy": 1, "query": "select * from sientia_data.laborious_data where model_id = 1 and \"timestamp\" > NOW() - INTERVAL '60 minutes' order by \"timestamp\" desc;", "schema": "sientia_data", "table_name": "log_retrain", "datetime_columns": ["timestamp", "created_at"], "model_config": { "target": "Square" }, "active": true, "updated_at": { "$date": "2026-05-07T23:35:01.600Z" } }, { "schedule_name": "drift-test-runtime", "model_id": "1001", "model_name": "test-runtime", "workflow_type": "drift", "frequency": "5m", "offset": "2m", "max_retry_policy": 1, "execution_timeout_seconds": 300, "task_timeout_seconds": 300, "interval": 5, "drift_metrics": [ "kolmogorov_smirnov", "jensen_shannon", "wasserstein" ], "chunk_period": "min", "schema": "sientia_data", "source_table_name": "laborious_data", "target_table_name": "drift_metrics", "model_config": { "target": "Square" }, "active": true, "updated_at": { "$date": "2026-05-07T23:35:01.600Z" } }, { "schedule_name": "simple-metrics-test-runtime", "model_id": "1001", "model_name": "test-runtime", "workflow_type": "simple_metrics", "frequency": "5m", "offset": "2m", "max_retry_policy": 1, "execution_timeout_seconds": 300, "task_timeout_seconds": 300, "interval_minutes": 5, "metrics": ["rmse", "mse", "mae", "r2"], "schema": "sientia_data", "predictions_table_name": "predictions", "data_table_name": "laborious_data", "target_table_name": "simple_metrics", "model_config": { "target": "Square" }, "active": true, "updated_at": { "$date": "2026-05-18T23:35:01.600Z" } } ] }