diff --git a/main.py b/main.py
index 1f98434..7a20cb6 100644
--- a/main.py
+++ b/main.py
@@ -63,31 +63,31 @@ def process_gpx_files(tx: Connection, owner: str):
             if gpx_file.creator != 'FitoTrack':
                 raise ValueError('gpx file not generated by the FitoTrack app')
             training_id = list(db.execute(
-                """insert into training (owner, filename, medium, description, moving_time, stopped_time, moving_distance, stopped_distance) values 
-                    (?, ?, ?, ?, ?, ?, ?, ?) returning id""",
-                (owner,
-                filename,
-                "",
-                gpx_file.description,
-                gpx_file.get_moving_data().moving_time,
-                gpx_file.get_moving_data().stopped_time,
-                gpx_file.get_moving_data().moving_distance,
-                gpx_file.get_moving_data().stopped_distance,)
+                text("""
+                    insert into training(owner, filename, type, description, moving_time, stopped_time, moving_distance, stopped_distance) values 
+                    (:owner, :filename, :type, :description, :moving_time, :stopped_time, :moving_distance, :stopped_distance) returning id
+                """),
+                dict(owner=owner,
+                filename=filename,
+                type='cycling', # TODO other training types
+                description=gpx_file.description,
+                moving_time=gpx_file.get_moving_data().moving_time,
+                stopped_time=gpx_file.get_moving_data().stopped_time,
+                moving_distance=gpx_file.get_moving_data().moving_distance,
+                stopped_distance=gpx_file.get_moving_data().stopped_distance,),
             ))[0][0]
             for track in gpx_file.tracks:
                 for segment in track.segments:
                     for point in segment.points:
-                        db.execute("""
-                            insert into training_data (training_id, t, lat, lon, speed, elevation)
-                                values (?, ?, ?, ?, ?, ?)
-                            """,
-                            (training_id,
-                            point.time,
-                            point.latitude,
-                            point.longitude,
-                            point.speed,
-                            point.elevation,)
-                        )
+                        db.execute(text("""
+                            insert into training_data(training_id, t, geog, speed, elevation)
+                                values (:training_id, :t, :geog, :speed, :elevation)
+                            """),
+                            dict(training_id=training_id,
+                            t=point.time,
+                            geog=f'POINT({point.latitude} {point.longitude})',
+                            speed=point.speed,
+                            elevation=point.elevation,),)
 
 
 def main(owner: str):