update app.py

app.py

@@ -5,19 +5,15 @@ import utils
 from pathlib import Path
 
 def test(csv_file):
-    tmp_file_path = str(Path(str(csv_file)).parent)
+    tmp_filepath = str(Path(str(csv_file)).parent)
     
-    data_noise = utils.read_train_data(csv_file)
+    # step1: Data preprocessing
+    total_file_num = utils.preprocessing(csv_file, 256)
     
-    std = np.std(data_noise)
-    avg = np.average(data_noise)
-
-    d_data = utils.decode_data(data_noise, std, "EEGART")
-    d_data = d_data[0]
-
-    utils.save_data(d_data, tmp_file_path+"/EEGART_test.csv")
-
-    return tmp_file_path+"/EEGART_test.csv"
+    # step2: Signal reconstruction
+    utils.reconstruct("EEGART", total_file_num, tmp_filepath, "EEGART_test.csv")
+    
+    return tmp_filepath+"/EEGART_test.csv"
 
 app = gr.Interface(fn=test,
                    inputs=gr.File(label="CSV file", file_types=[".csv"]),