Update Quality_Control.py

Quality_Control.py

@@ -14,6 +14,8 @@ import numpy as np
 import json
 import panel as pn
 import pandas as pd
+import os
+import pandas as pd
 import random
 import asyncio
 import matplotlib.pyplot as plt
@@ -178,13 +180,6 @@ print('metadata_images_dir :', metadata_images_dir)
 #ls_samples = [sample for sample in os.listdir(input_data_dir) if sample.endswith(".csv")]
 print("The following CSV files were detected:\n\n",[sample for sample in ls_samples], "\n\nin", input_data_dir, "directory.")
 
-
-# In[26]:
-
-
-import os
-import pandas as pd
-
 def combine_and_save_metadata_files(metadata_dir, selected_metadata_files):   
     if len(selected_metadata_files) == []:
         if not file:
@@ -253,9 +248,7 @@ print("df :\n", df.head(), "\n")
 print("df's columns :\n", df.columns, "\n")
 print("df's index :\n", df.index, "\n")
 print("df's index name :\n", df.index.name)
-
 df.head()
-
 # Verify that the ID column in input file became the index
 # Verify that the index name column is "ID", if not, rename it
 if df.index.name != "ID":
@@ -283,12 +276,6 @@ print("\ndf :\n", df.head(), "\n")
 print("df's columns :\n", df.columns, "\n")
 print("df's index :\n", df.index, "\n")
 print("df's index name :\n", df.index.name)
-
-df.head()
-
-
-df.head()
-
 print("Used " + ls_samples[0] + " to determine the expected and corrected headers for all files.\n")
 print("These headers are: \n" + ", ".join([h for h in expected_headers]))
 
@@ -1682,7 +1669,4 @@ app = pn.template.GoldenTemplate(
 ),
     ])
     
-app.servable()
-
-if __name__ == "__main__":
-    pn.serve(app, port=5007)
+app.servable()