Add time analysis

experimentation/Database.py

@@ -45,7 +45,9 @@ class MySQL:
         self._database = mysql.connector.connect(**self._config_db)
         return self._database
 
-    def find_best(self, dataset, classifier="any", experiment="any"):
+    def find_best(
+        self, dataset, classifier="any", experiment="any", time_info=False
+    ):
         cursor = self._database.cursor(buffered=True)
         date_from = "2021-01-20"
         # date_to = "2021-04-07"
@@ -65,10 +67,16 @@ class MySQL:
         # command += f" and date>='{date_from}' and date<='{date_to}'"
         command += f" and date>='{date_from}'"
         command += "" if experiment == "any" else f" and type='{experiment}'"
-        command += (
-            " order by r.dataset, accuracy desc, classifier desc, "
-            "type, date, time"
-        )
+        if time_info:
+            command += (
+                " order by r.dataset, time_spent asc, classifier desc, "
+                "type, date, time"
+            )
+        else:
+            command += (
+                " order by r.dataset, accuracy desc, classifier desc, "
+                "type, date, time"
+            )
         cursor.execute(command)
         return cursor.fetchone()