diff --git a/photon/entrypoint.sh b/photon/entrypoint.sh
index e370bc1accdecc274e671e367b79c9b19e1dc569..a0e7397f746b607afff2ed0f34004c19734bdde8 100755
--- a/photon/entrypoint.sh
+++ b/photon/entrypoint.sh
@@ -10,6 +10,8 @@ until [ -e "$FILE" ]; do
   sleep 5
 done
 
+rm -Rf ./photondata && mkdir photondata
+
 # Create elasticsearch index
 if [ ! -d "/photon/photon_data/elasticsearch" ]; then
 	echo "Creating search index"
diff --git a/setup.sh b/setup.sh
index 817ec84815edd1283dcdee043774b838850b1ab9..cf8c75b7625ea7dcb530292145a7874fa8b795c7 100755
--- a/setup.sh
+++ b/setup.sh
@@ -10,13 +10,15 @@ sudo rm -Rf ./nominatimdata && mkdir nominatimdata
 sudo rm -Rf ./photondata && mkdir photondata
 
 # Build the image
-cd nominatim-3.1
+cd nominatim-3.5
 docker build -t nominatim .
 cd ..
-# Get the Rhône-Alpes database
-wget --directory-prefix=./nominatimdata https://download.geofabrik.de/europe/france/rhone-alpes-latest.osm.pbf
+# Get the Métropole de Lyon database
+# wget --directory-prefix=./nominatimdata https://download.data.grandlyon.com/files/grandlyon/localisation/bal/bal_200046977.csv
+# convert the database to osm file
+
 # Initialize the database
 docker run -t \
 -v `pwd`/nominatimdata:/data \
 nominatim \
-sh /app/init.sh /data/rhone-alpes-latest.osm.pbf postgresdata 4
+sh /app/init.sh /data/mdl-latest.osm.pbf postgresdata 4