Update app.py

app.py

@@ -133,6 +133,16 @@ def changedatashape():
   os.remove('sample.csv')
 
 
+command = "java --enable-preview -jar /jadbio-model-exe.jar \
+     -m /jadbio-1.4.119-model-Augustwithprice_feature0.bin \
+     -i /content/sample2.csv \
+     -o predictions.csv"
+
+def generate_result():
+    subprocess.run(command)
+    
+
+
 def predict(m,historical=True):
   if historical:
     date = input('date:')
@@ -142,6 +152,7 @@ def predict(m,historical=True):
   else:
     getdata()
   changedatashape()
+  generate_result()
 
   # Specify the path to your CSV file
   csv_file_path = 'sample2.csv'
@@ -169,5 +180,10 @@ def predict(m,historical=True):
       writer.writerow([new_column_header] + ['feature{}'.format(i+1) for i in range(1, num_columns + 1)])
       writer.writerows(data)
 
-if st.button("Generate Text"):
-    predict(9,historical=False)
+if st.button("Predict result"):
+    predict(9,historical=False)
+    predi = pd.read_csv('predictions.csv')
+    if 0.5<predi.iloc[0,1]<0.63:
+      st.write("increase")
+    else:
+      st.write("decrease")