sort the results based on the score

app.py

@@ -39,13 +39,12 @@ def postprocess_vancy(vacancies, resume):
         if isinstance(prediction, list):
             # Convert prediction to HTML table
             html_table = "<table>"
-
             # Add table headers
             html_table += "<tr><th>Vacancy</th><th>Match</th></tr>"
 
             # Prepare a list to hold the futures
             futures = []
-
+            matches_score_tuples = []
             # Create a ThreadPoolExecutor
             with ThreadPoolExecutor() as executor:
                 for i, vacancy in enumerate(prediction):
@@ -72,13 +71,18 @@ def postprocess_vancy(vacancies, resume):
                             element.lower(),
                             f'<span style="background-color: yellow;">{element}</span>',
                         )
-                    formatted_vacancy = vacancy.replace(".,", "<br/>")
-                    formatted_vacancy = f"VACATURE {i + 1}:<br/>{formatted_vacancy}"
+                    vacancy_formatted = vacancy.replace(".,", "<br/>")
+                    vacancy_formatted = f"VACATURE {i + 1}:<br/>{vacancy_formatted}"
                     matches_html = "<br/> - ".join(matched_skills)
-                    macthes_formatted = (
+                    resume_matched_formatted = (
                         f"Score: {len(matched_skills)}<br/>-{matches_html}"
                     )
-                    html_table += f"<tr><td>{formatted_vacancy}</td><td>{macthes_formatted}</td></tr>"
+                    matches_score_tuples.append((vacancy_formatted, resume_matched_formatted, len(matched_skills)))
+                print("sorting matches based on the score.")
+                matches_score_tuples.sort(key=lambda x: x[-1], reverse=True)
+                print("constructing html table.")
+                for element in matches_score_tuples:
+                    html_table += f"<tr><td>{element[0]}</td><td>{element[1]}</td></tr>"
             html_table += "</table>"
             return html_table