--- a
+++ b/src/app.py
@@ -0,0 +1,88 @@
+# coding=utf-8
+from __future__ import division, print_function
+import os
+import numpy as np
+
+from flask import Flask, redirect, url_for, request, render_template
+from werkzeug.utils import secure_filename
+from gevent.pywsgi import WSGIServer
+from predict import *
+from utils import *
+from config import get_config
+app = Flask(__name__)
+app.config['MAX_CONTENT_LENGTH'] = 5 * 1024 * 1024
+
+global classesM
+classesM = ['N','V','L','R','Paced','A','F']#,'f','j','E','a','J','Q','e','S']
+
+print('Check http://127.0.0.1:5002/')
+
+
+def model_predict(img_path):
+    data = uploadedData(img_path, csvbool = True)
+    sr = data[0]
+
+    data = data[1:]
+    size = len(data)
+    if size > 9001:
+        size = 9001
+        data = data[:size]
+    div = size // 1000
+    data, peaks = preprocess(data, config)
+    return predictByPart(data, peaks)
+
+@app.route('/', methods=['GET'])
+def index():
+    # Main page
+    return render_template('index.html')
+
+@app.route('/predict', methods=['GET', 'POST'])
+def upload():
+
+    if request.method == 'POST':
+        # Get the file from post request
+        f = request.files['file']
+        if not f:
+            return "No file!"
+        basepath = os.path.dirname(__file__)
+        
+        file_path = os.path.join(basepath, 'uploads', secure_filename(f.filename))
+        try:
+            print("You already analyzed the data file. We delete it and re-analyze it!")
+            os.remove(file_path)
+        except:
+            print("The file is new!")
+        f.save(file_path)
+        predicted, result = model_predict(file_path)
+        length = len(predicted)
+
+        result = str(length) +" parts of the divided data were estimated as the followings with paired probabilities. \n"+result
+        
+        return format_result(result)
+    return None
+
+def format_result(text):
+    # Extract the summary part at the end
+    summary_start = text.rfind(")") + 1
+    summary = text[summary_start:].strip()
+    data = text[:summary_start].strip()
+
+    # Format the summary sentence
+    summary_parts = summary.split(", ")
+    formatted_summary = "The results show: "
+    formatted_summary += ", ".join(f"{part.split('-')[1]} beats labeled as {part.split('-')[0]}" for part in summary_parts)
+
+    # Combine the formatted parts
+    formatted_text = f"{data}, {formatted_summary}."
+    return formatted_text
+
+
+
+
+if __name__ == '__main__':
+    config = get_config()
+    #app.run(port=5002, debug=True)
+
+    # Serve the app with gevent
+    http_server = WSGIServer(('', 5002), app)
+    http_server.serve_forever()