Resolve "integration-sota"

Closes #15 (closed)

code/bolsonaro/models/model_raw_results.py

@@ -6,12 +6,12 @@ import datetime
 
 class ModelRawResults(object):
 
-    def __init__(self, model_object, training_time,
+    def __init__(self, model_weights, training_time,
         datetime, train_score, dev_score, test_score,
         train_score_base, dev_score_base,
         test_score_base, score_metric, base_score_metric):
 
-        self._model_object = model_object
+        self._model_weights = model_weights
         self._training_time = training_time
         self._datetime = datetime
         self._train_score = train_score
@@ -24,8 +24,8 @@ class ModelRawResults(object):
         self._base_score_metric = base_score_metric
     
     @property
-    def model_object(self):
-        return self.model_object
+    def model_weights(self):
+        return self.model_weights
 
     @property
     def training_time(self):
@@ -68,10 +68,12 @@ class ModelRawResults(object):
         return self._base_score_metric
 
     def save(self, models_dir):
+        if not os.path.exists(models_dir):
+            os.mkdir(models_dir)
         save_obj_to_pickle(models_dir + os.sep + 'model_raw_results.pickle',
             self.__dict__)
 
     @staticmethod
-    def load(models_dir):        
+    def load(models_dir):
         return load_obj_from_pickle(models_dir + os.sep + 'model_raw_results.pickle',
             ModelRawResults)