Deploy (#27)

* fixes

* fixes

thesillyhome_src/appdaemon/apps/apps.yaml

@@ -1,3 +1,7 @@
 model_executor:
   module: model_executor
   class: ModelExecutor
+
+states_listenor:
+  module: states_listenor
+  class: StatesListenor

thesillyhome_src/frontend/src/routes/Dashboard.svelte

@@ -61,7 +61,7 @@
 
 					<Text>
 						<PrimaryText>{metric.actuator}</PrimaryText>
-						<SecondaryText>Accuracy = {metric.accuracy}</SecondaryText>
+						<SecondaryText>Precision = {metric.precision}</SecondaryText>
 					</Text>
 				</Item>
 			{/each}

thesillyhome_src/thesillyhome/src/thesillyhome/model_creator/learning_model.py

@@ -220,13 +220,8 @@ def train_all_classifiers(
         metrics_json["AUC"] = auc_
         metrics_json["best_thresh"] = thresholds[ix]
         metrics_json["best_optimizer"] = optimizer[ix]
-        if precision_best > 0.7:
-            metrics_json["model_enabled"] = True
-        else:
-            logging.info(
-                f"Model disabled for {actuator}. Precision {precision_best} below 0.7."
-            )
-            metrics_json["model_enabled"] = False
+        metrics_json["model_enabled"] = False
+
         metrics_matrix.append(metrics_json)
 
         # Save model to disk
@@ -235,6 +230,8 @@ def train_all_classifiers(
 
         # Save model to disk
         if optimizer[ix] > best_model:
+            if precision_best > 0.7:
+                metrics_json["model_enabled"] = True
             best_model = optimizer[ix]
             filename = open(f"{model_directory}/best_model.pkl", "wb")
             pickle.dump(model, filename)

thesillyhome_src/thesillyhome/src/thesillyhome/model_creator/read_config_json.py

@@ -38,7 +38,7 @@ f = Fernet(b"w2PWqacy0_e4XZ2Zb8BU6GauyRgiZXw12wbmi0A6CjQ=")
 password = f.decrypt(
     b"gAAAAABi_2EebCwQSA3Lbk3MPCXvH3I6G-w8Ijt0oYiqfmUdzdrMjVRQuTqbpqK-DQCsyVliUWFsvd1NulF-WBsLKOpwmiCp-w=="
 ).decode("utf-8")
-extdb_password = db_options["db_password"]
+extdb_password = password
 extdb_database = "thesillyhomedb"
 extdb_username = "thesillyhome_general"
 extdb_host = "thesillyhomedb-instance-1.cdioawtidgpj.eu-west-2.rds.amazonaws.com"