Add function to format years of experience and update HTML output accordingly

app.py

@@ -387,6 +387,21 @@ def process_resume(resume_text: str, job_skills: List[str], progress=None, progr
     
     return formatted_result
 
+# Create a helper function to format years of experience in a readable format
+def format_years_of_experience(years):
+    """Format years as a combination of years and months"""
+    full_years = int(years)
+    months = int(round((years - full_years) * 12))
+    
+    if full_years > 0 and months > 0:
+        return f"{full_years}y {months}m"
+    elif full_years > 0:
+        return f"{full_years}y"
+    elif months > 0:
+        return f"{months}m"
+    else:
+        return "0"
+
 def create_html_output(job_result: Dict, resume_results: List[Dict], filenames: List[str] = None) -> str:
     """Create HTML output for the interface"""
     html = "<div style='font-family: Arial, sans-serif;'>"
@@ -522,9 +537,32 @@ def create_html_output(job_result: Dict, resume_results: List[Dict], filenames:
         # Create a list of resume data for sorting
         resume_data = []
         for i, resume_result in enumerate(resume_results, 1):
+            # Get primary skills (Java and React in this case, as per image)
+            primary_skills = {}
+            skill_exp = {}  # Create a new dict to aggregate experience
+            
+            # First, aggregate all experience for each skill
+            for skill_name, years in skill_experience_maps[i-1].items():
+                skill_name_lower = skill_name.lower()
+                if skill_name_lower in skill_exp:
+                    skill_exp[skill_name_lower] = max(skill_exp[skill_name_lower], years)  # Take the max experience
+                else:
+                    skill_exp[skill_name_lower] = years
+            
+            # Get unique resume skills
+            resume_skills = set(skill['text'].lower() for skill in resume_result['skills'])
+            
+            # Only include skills that are in both the resume and job requirements
+            matched_skills = []
+            for skill in job_skills:
+                if skill.lower() in resume_skills:
+                    matched_skills.append(skill)
+                    if skill.lower() in skill_exp:
+                        primary_skills[skill] = skill_exp[skill.lower()]
+                        
             # Calculate skill match
-            resume_skills = [skill['text'].lower() for skill in resume_result['skills']]
-            matched_skills = [skill for skill in resume_skills if skill in job_skills]
+            # resume_skills = [skill['text'].lower() for skill in resume_result['skills']]
+            # matched_skills = [skill for skill in resume_skills if skill in job_skills]
             match_count = len(matched_skills)
             match_percentage = round((match_count / job_result['total_skills'] * 100) if job_result['total_skills'] > 0 else 0, 1)
             
@@ -568,28 +606,7 @@ def create_html_output(job_result: Dict, resume_results: List[Dict], filenames:
                     match_category = "Weak Quality Match (Collaboration)"
             
   
-            # Get primary skills (Java and React in this case, as per image)
-            primary_skills = {}
-            skill_exp = {}  # Create a new dict to aggregate experience
-            
-            # First, aggregate all experience for each skill
-            for skill_name, years in skill_experience_maps[i-1].items():
-                skill_name_lower = skill_name.lower()
-                if skill_name_lower in skill_exp:
-                    skill_exp[skill_name_lower] = max(skill_exp[skill_name_lower], years)  # Take the max experience
-                else:
-                    skill_exp[skill_name_lower] = years
-            
-            # Get unique resume skills
-            resume_skills = set(skill['text'].lower() for skill in resume_result['skills'])
-            
-            # Only include skills that are in both the resume and job requirements
-            matched_skills = []
-            for skill in job_skills:
-                if skill.lower() in resume_skills:
-                    matched_skills.append(skill)
-                    if skill.lower() in skill_exp:
-                        primary_skills[skill] = skill_exp[skill.lower()]
+
             
             # Add to resume data list for sorting
             resume_data.append({
@@ -628,7 +645,7 @@ def create_html_output(job_result: Dict, resume_results: List[Dict], filenames:
                 # Show the first matched skill and its experience
                 skill = resume_data['matched_skills'][0]
                 html += f"<td style='padding: 8px; text-align: center; border: 1px solid #ddd;'>{skill}</td>"
-                html += f"<td style='padding: 8px; text-align: center; border: 1px solid #ddd;'>{resume_data['primary_skills'].get(skill, 0)}</td>"
+                html += f"<td style='padding: 8px; text-align: center; border: 1px solid #ddd;'>{format_years_of_experience(resume_data['primary_skills'].get(skill, 0))}</td>"
             else:
                 # Show dashes for no matches
                 html += "<td style='padding: 8px; text-align: center; border: 1px solid #ddd;'>-</td>"
@@ -657,7 +674,7 @@ def create_html_output(job_result: Dict, resume_results: List[Dict], filenames:
                     html += "<td style='padding: 8px; border: 1px solid #ddd;'></td>"
                     # Skill and Experience
                     html += f"<td style='padding: 8px; text-align: center; border: 1px solid #ddd;'>{skill}</td>"
-                    html += f"<td style='padding: 8px; text-align: center; border: 1px solid #ddd;'>{resume_data['primary_skills'].get(skill, 0)}</td>"
+                    html += f"<td style='padding: 8px; text-align: center; border: 1px solid #ddd;'>{format_years_of_experience(resume_data['primary_skills'].get(skill, 0))}</td>"
                     # Empty cells for the remaining columns
                     html += "<td style='padding: 8px; border: 1px solid #ddd;'></td>"
                     html += "<td style='padding: 8px; border: 1px solid #ddd;'></td>"
@@ -701,7 +718,7 @@ def create_html_output(job_result: Dict, resume_results: List[Dict], filenames:
                 
             html += f"<p><strong>Leadership Sentences:</strong> {leadership_count}</p>"
             html += f"<p><strong>Collaboration Sentences:</strong> {collaboration_count}</p>"
-            html += f"<p><strong>Total Years of Experience:</strong> {total_experience}</p>"
+            html += f"<p><strong>Total Years of Experience:</strong> {format_years_of_experience(total_experience)}</p>"
             html += f"<p><strong>Category:</strong> {category}</p>"
         
         # Get the filename for this resume
@@ -802,7 +819,7 @@ def create_html_output(job_result: Dict, resume_results: List[Dict], filenames:
             # Add row to summary table
             html += f"<tr class='skill-row{i}' data-match='{str(data['is_match']).lower()}' style='display: {display};'>"
             html += f"<td style='padding: 8px; border: 1px solid #ddd;'>{data['skill']}</td>"
-            html += f"<td style='padding: 8px; text-align: center; border: 1px solid #ddd;'>{data['years']:.1f}</td>"
+            html += f"<td style='padding: 8px; text-align: center; border: 1px solid #ddd;'>{format_years_of_experience(data['years'])}</td>"
             html += f"<td style='padding: 8px; text-align: center; border: 1px solid #ddd;'>{data['leadership_count']}</td>"
             html += f"<td style='padding: 8px; text-align: center; border: 1px solid #ddd;'>{data['collaboration_count']}</td>"
             html += f"<td style='padding: 8px; text-align: center; border: 1px solid #ddd; color: {'green' if data['is_match'] else 'red'};'>{'Yes' if data['is_match'] else 'No'}</td></tr>"
@@ -826,7 +843,7 @@ def create_html_output(job_result: Dict, resume_results: List[Dict], filenames:
                 
                 # Add years of experience for this skill if available
                 skill_years = skill_experience.get(skill_text, 0)
-                experience_text = f" ({skill_years} years)" if skill_years > 0 else ""
+                experience_text = f" ({format_years_of_experience(skill_years)})" if skill_years > 0 else ""
                 
                 html += f"<span style='background-color: {bg_color}; padding: 2px 5px; margin: 2px; border-radius: 3px; display: inline-block;'>{skill['text']}{experience_text}</span>"
                 added_skills.add(skill_text)