Upload folder using huggingface_hub

app.py

@@ -37,14 +37,29 @@ input_data={'Product_Weight':Product_Weight,
 # Logic for prediction of single record.
 
 if st.button('Predict',type='primary'):
-  response=requests.post('http://siddhesh1981/FrontEnd.hf.space/v1/data',json=input_data)  
+  response=requests.post('http://siddhesh1981-FrontEnd.hf.space/v1/data',json=input_data)  
   if response.status_code==200:
     result=response.json()
     prediction=result['prediction']
     st.success(f'Based on the information provided the forecasted sales for the superkart product_id {Product_Id} is {prediction}')
   else:
     st.error(response.text)
-    
+
+# Logic for Prediction of batch records
+
+st.subheader("Batch Prediction")
+
+file2=st.file_uploader('Upload CSV File',type=['csv'])
+if file2 is not None:
+  if st.button("Predict for Batch", type='primary'):
+    response=requests.post('http://siddhesh1981-FrontEnd.hf.space/v1/databatch',files={'file':file2})
+    if response.status_code==200:
+      result=response.json()
+      st.header("Batch Prediction Results")
+      st.write(result)
+    else:
+      st.error(response.text)
+