including front-end and changing yaml files

Kubernetes/deployment.yaml

@@ -13,6 +13,7 @@ spec:
       labels:
         app: playlist-recommender
     spec:
+      ## Server Container ##
       containers:
       - name: cloud-server-1
         image: leoomaia/server_cloud
@@ -22,18 +23,20 @@ spec:
         volumeMounts:
         - name: persistent-volume
           mountPath: /app/models
-
+      ## ML Container ##
       - name: cloud-ml-1
         image: leoomaia/ml_cloud
         imagePullPolicy: Always
+        ports:
+        - containerPort: 32208
         volumeMounts:
         - name: persistent-volume
           mountPath: /app/models
         env:
         - name: FILE_PATH_DATASET
           value: "https://homepages.dcc.ufmg.br/~cunha/hosted/cloudcomp-2023s2-datasets/2023_spotify_ds1.csv"
-
+      ## Persistent Volume ##
       volumes:
       - name: persistent-volume
         persistentVolumeClaim:
-          claimName: project-volume-leonardomaia
+          claimName: project2-pv-leonardomaia

Kubernetes/persistent.yaml

@@ -1,16 +1,15 @@
 apiVersion: v1
-
 kind: PersistentVolumeClaim
 metadata:
   namespace: leonardomaia
-  name: project-volume-leonardomaia
+  name: project2-pv-leonardomaia
+  labels:
+    type: local
 spec:
+  resources:
+    requests:      
+      storage: 1Gi
   accessModes:
     - ReadWriteMany
   storageClassName: standard
-  resources:
-    requests:
-      storage: 1Gi
-  selector:
-    matchLabels:
-      type: local
+  volumeName: project2-pv-leonardomaia

Kubernetes/service.yaml

@@ -8,5 +8,5 @@ spec:
     app: playlist-recommender
   ports:
     - protocol: TCP
-      port: 32196
-      targetPort: 32196
+      port: 8008
+      targetPort: 8008

Rest_API/Dockerfile

@@ -1,6 +1,10 @@
 FROM python:latest
-RUN pip install flask pandas
+
+RUN pip install -r requirements.txt
+
 WORKDIR /app
 COPY . /app
+
 EXPOSE 32196
+
 CMD ["python", "server.py", "--host=0.0.0.0"]