Added failing integration test. Currently fails because of the addition of the organization to the dataframe

test_integration.py

@@ -0,0 +1,43 @@
+import subprocess
+import time
+import requests
+import unittest
+from app import find_top_differences_table
+
+class TestAppFunctions(unittest.TestCase):
+
+    def setUp(self):
+        # Assuming that you have a ResultDataProcessor class or equivalent that provides the data
+        self.processor = ResultDataProcessor()  
+        self.data = self.processor.data  # Assuming this gives you the DataFrame you need
+    
+    # def test_find_top_differences_table_error(self):
+    #     # Define the variables that replicate the error
+    #     closest_models = # define this based on your code
+    #     exclude_columns = # define this based on your code
+    #     selected_model_name = # define this based on your code
+        
+    #     # Run the problematic function without catching the TypeError
+    #     top_differences_table, top_differences_tasks = find_top_differences_table(
+    #         self.data, selected_model_name, closest_models, exclude_columns
+    #     )
+        
+        # If you wish to add any assertions related to the expected output, add them here
+    def test_streamlit_app_runs():
+        # Start the Streamlit app in a subprocess
+        process = subprocess.Popen(["streamlit", "run", "app.py"], stdout=subprocess.PIPE, stderr=subprocess.PIPE)
+
+        # Wait for a few seconds to give Streamlit time to start
+        time.sleep(5)
+
+        # Make a request to the Streamlit app's default URL to check that it's running
+        response = requests.get('http://localhost:8501')
+
+        # Terminate the process
+        process.terminate()
+
+        # Check that the response from the Streamlit app was successful
+        assert response.status_code == 200, "Streamlit app did not start successfully"
+
+if __name__ == '__main__':
+    unittest.main()