Update app.py

app.py

@@ -57,7 +57,7 @@ project_choices = [
     "Project Alpha", "Project Beta", "Project Gamma", "Project Delta", "Project Epsilon",
     "Project Zeta", "Project Theta", "Project Sigma", "Project Omega", "Project Phoenix"
 ]
-ai_suggestion_choices = ["Move", "Pause Rent", "Repair", "Replace"]
+ai_suggestion_choices = ["Move", "Repair", "Replace"]  # Removed "Pause Rent"
 
 def call_ai_model(usage, idle, freq, cost, last):
     try:
@@ -70,10 +70,8 @@ def call_ai_model(usage, idle, freq, cost, last):
         utilization_ratio = usage / total if total > 0 else 0.0
         utilization_percent = utilization_ratio * 100
 
-        # Determine suggestion
-        if utilization_percent < 30:
-            sug = "Pause Rent"
-        elif utilization_percent < 60:
+        # Determine suggestion (no "Pause Rent")
+        if utilization_percent < 60:
             sug = "Move"
         elif utilization_percent < 80:
             sug = "Repair"
@@ -208,8 +206,6 @@ def format_output(result):
         f" • AI Suggestion: {summary.get('Suggestion', 'N/A')}",
         f" • Suggestion Confidence: {conf_pct:.2f}%",
         f" • Utilization Score: {util_score:.2f}%",
-        # Report Link hidden from output
-        # f" • Report Link: {result.get('Report_Link', 'N/A')}",
         f" • Equipment Name: {summary.get('Equipment Name', 'N/A')}",
         f" • Project: {summary.get('Project', 'N/A')}",
         f" • Usage Hours: {summary.get('Usage Hours', 0):.2f}",
@@ -252,7 +248,6 @@ def generate_batch_pdf(records, batch_uid):
     y = 760
 
     for idx, record in enumerate(records, 1):
-        # Start new page if near bottom
         if y < 100:
             c.showPage()
             c.setFont("Helvetica-Bold", 14)
@@ -260,7 +255,6 @@ def generate_batch_pdf(records, batch_uid):
             c.setFont("Helvetica", 12)
             y = 750
 
-        # Print title on first page or new page
         if y == 760:
             c.drawString(100, y, "Equipment Utilization Batch Report")
             y -= 20
@@ -314,7 +308,7 @@ def manual_input(equipment, project, usage, idle, freq, cost, last, ai_suggestio
 def batch_upload(csv_file):
     try:
         if csv_file is None:
-            return "", None  # Gracefully handle cleared or empty input
+            return "", None
 
         df = pd.read_csv(csv_file.name)
         
@@ -343,7 +337,7 @@ def batch_upload(csv_file):
             df['last_maintenance'] = df['last_maintenance'].apply(lambda x: "N/A" if pd.isna(x) else str(x))
 
         if 'ai_suggestion' in df.columns:
-            df['ai_suggestion'] = df['ai_suggestion'].fillna('')  # Fix NaN -> empty string
+            df['ai_suggestion'] = df['ai_suggestion'].fillna('')  
             df['ai_suggestion'] = df['ai_suggestion'].apply(
                 lambda x: x if x in ai_suggestion_choices else ''
             )