allow user to drop ohlc from features in RL

tests/freqai/conftest.py

@@ -78,7 +78,9 @@ def make_rl_config(conf):
             "rr": 1,
             "profit_aim": 0.02,
             "win_reward_factor": 2
-        }}
+        },
+        "drop_ohlc_from_features": False
+        }
 
     return conf
 

tests/freqai/test_freqai_interface.py

@@ -68,13 +68,6 @@ def test_extract_data_and_train_model_Standard(mocker, freqai_conf, model, pca,
     freqai_conf['freqai']['feature_parameters'].update({"shuffle_after_split": shuffle})
     freqai_conf['freqai']['feature_parameters'].update({"buffer_train_data_candles": buffer})
 
-    if 'ReinforcementLearner' in model:
-        model_save_ext = 'zip'
-        freqai_conf = make_rl_config(freqai_conf)
-        # test the RL guardrails
-        freqai_conf['freqai']['feature_parameters'].update({"use_SVM_to_remove_outliers": True})
-        freqai_conf['freqai']['data_split_parameters'].update({'shuffle': True})
-
     if 'ReinforcementLearner' in model:
         model_save_ext = 'zip'
         freqai_conf = make_rl_config(freqai_conf)
@@ -84,6 +77,7 @@ def test_extract_data_and_train_model_Standard(mocker, freqai_conf, model, pca,
 
     if 'test_3ac' in model or 'test_4ac' in model:
         freqai_conf["freqaimodel_path"] = str(Path(__file__).parents[1] / "freqai" / "test_models")
+        freqai_conf["freqai"]["rl_config"]["drop_ohlc_from_features"] = True
 
     strategy = get_patched_freqai_strategy(mocker, freqai_conf)
     exchange = get_patched_exchange(mocker, freqai_conf)