Update app.py

app.py

@@ -1,15 +1,18 @@
 import streamlit as st
 import pickle
 from scipy import spatial
-import random
 import os
+import glob
 
 # --- 1. MODELİ YÜKLE ---
 @st.cache_resource
 def load_data():
     try:
-        with open('movie_model.pkl', 'rb') as f:
-            return pickle.load(f)
+        # Model dosyasını kontrol et
+        if os.path.exists('movie_model.pkl'):
+            with open('movie_model.pkl', 'rb') as f:
+                return pickle.load(f)
+        return None
     except:
         return None
 
@@ -54,15 +57,13 @@ tum_unlu_verileri = {
 # --- ARAYÜZ AYARLARI ---
 st.set_page_config(page_title="CastMatch AI", layout="wide")
 
-# CSS: Resim alanı sabitleme
+# CSS: Titreme önleme ve resim sabitleme
 st.markdown("""
     <style>
     [data-testid="stImage"] {
         min-height: 400px !important;
         max-height: 400px !important;
-        display: flex;
-        align-items: center;
-        justify-content: center;
+        display: flex; align-items: center; justify-content: center;
     }
     .stImage img {
         max-height: 400px !important;
@@ -72,13 +73,12 @@ st.markdown("""
     </style>
     """, unsafe_allow_html=True)
 
-# --- SIDEBAR ---
+# --- SIDEBAR (YAN PANEL) ---
 st.sidebar.title("🔍 Control Panel / Kontrol Paneli")
 st.sidebar.markdown("---")
 gender_choice = st.sidebar.radio("1. Select Category / Kategori Seçin:", ["Male / Erkek", "Female / Kadın"])
 
-hf_files = os.listdir(".")
-filtered_names = [name for name in tum_unlu_verileri.keys() if tum_unlu_verileri[name]['c'] == gender_choice]
+filtered_names = sorted([name for name in tum_unlu_verileri.keys() if tum_unlu_verileri[name]['c'] == gender_choice])
 
 st.sidebar.markdown(f"### 📋 Available Cast / Mevcut Oyuncular")
 for n in filtered_names:
@@ -92,19 +92,28 @@ col_actor, col_match = st.columns([1, 2])
 
 with col_actor:
     st.subheader("👤 Pick an Actor / Oyuncu Seç")
-    # SEÇİM KUTUSU GÜNCELLENDİ
     selected_actor = st.selectbox("Select from list / Listeden seçin:", ["Choose... / Seçiniz..."] + filtered_names)
     
     if selected_actor != "Choose... / Seçiniz...":
+        # HEM LOKAL HEM HF İÇİN AKILLI DOSYA ARAMA
         found_path = None
-        search_target = selected_actor.lower()
+        # Oyuncu isminin muhtemel dosya adı varyasyonları
+        name_variants = [
+            selected_actor.replace(" ", "_").lower(),
+            selected_actor.replace(" ", " ").lower(),
+            selected_actor.lower()
+        ]
+        
+        # Mevcut dizin ve tüm alt dizinlerdeki resimleri tara
+        all_images = glob.glob("**/*.*", recursive=True)
         
-        for f in hf_files:
-            if f.lower().endswith(('.jpg', '.png', '.jpeg')):
-                # Akıllı isim eşleştirme (Boşlukları ve alt tireleri denetler)
-                if selected_actor.replace(" ", "_").lower() in f.lower() or selected_actor.replace(" ", " ").lower() in f.lower():
-                    found_path = f
-                    break
+        for img_path in all_images:
+            if img_path.lower().endswith(('.jpg', '.png', '.jpeg')):
+                for variant in name_variants:
+                    if variant in img_path.lower():
+                        found_path = img_path
+                        break
+                if found_path: break
         
         if found_path:
             st.image(found_path, use_container_width=False)
@@ -115,7 +124,6 @@ with col_actor:
         st.markdown('<div style="height: 400px; display: flex; align-items: center; justify-content: center; color: #999; font-style: italic;">Select an actor to view profile / Profil görmek için oyuncu seçin</div>', unsafe_allow_html=True)
 
 with col_match:
-    # BAŞLIK GÜNCELLENDİ
     st.subheader("🎯 Best Career Matches / En İyi Kariyer Eşleşmeleri")
     
     if st.button("🚀 Match and Recommend / Eşleştir ve Öner") and selected_actor != "Choose... / Seçiniz...":