update tests

Author: ahosler

ads/opctl/operator/lowcode/forecast/model/automlx.py

@@ -113,7 +113,9 @@ def _build_model(self) -> pd.DataFrame:
                 data_i = self.drop_horizon(data)
                 X_pred = self.get_horizon(data).drop(target, axis=1)
 
-                logger.debug(f"Time Index Monotonic: {data_i.index.is_monotonic}")
+                logger.debug(
+                    f"Time Index Monotonic: {data_i.index.is_monotonic_increasing}"
+                )
 
                 if self.loaded_models is not None and s_id in self.loaded_models:
                     model = self.loaded_models[s_id]

tests/operators/forecast/test_datasets.py

@@ -100,10 +100,7 @@ def test_load_datasets(model, data_details):
     include_test_data = data_details.get("include_test_data", True)
 
     dataset_i = pd.read_csv(dataset_name)
-
     additional_cols = list(set(dataset_i.columns) - {DATETIME_COL, target})
-    target_df = dataset_i[target][:-PERIODS]
-    test_df = dataset_i[target][-PERIODS:]
 
     print(dataset_name, len(target))
     with tempfile.TemporaryDirectory() as tmpdirname: