Update modelisation_seq2seq_tab.py

tabs/modelisation_seq2seq_tab.py

@@ -58,8 +58,8 @@ def load_all_data():
 n1 = 0
 df_data_en, df_data_fr, translation_en_fr, translation_fr_en, lang_classifier, model_speech, finetuned_translation_en_fr = load_all_data() 
 
-'''
-def display_translation(n1, Lang,model_type):
+
+def display_translation3(n1, Lang,model_type):
     global df_data_src, df_data_tgt, placeholder
     
     placeholder = st.empty()
@@ -88,11 +88,11 @@ def display_translation(n1, Lang,model_type):
     with placeholder:
         st.write("<p style='text-align:center;background-color:red; color:white')>Score Bleu = "+str(int(round(corpus_bleu(s_trad,[s_trad_ref]).score,0)))+"%</p>", \
             unsafe_allow_html=True)
-'''
-def fetch_translation(url):
+
+def fetch_translation2(url):
     return requests.get(url)
 
-def display_translation(n1, Lang, model_type):
+def display_translation2(n1, Lang, model_type):
     global df_data_src, df_data_tgt, placeholder
     
     n = 3
@@ -135,13 +135,13 @@ def display_translation(n1, Lang, model_type):
             unsafe_allow_html=True)
 
 
-'''
-async def fetch_translation(url, params):
+
+async def fetch_translation1(url, params):
     async with aiohttp.ClientSession() as session:
         async with session.get(url, params=params) as response:
             return await response.json()
 
-async def display_translation(n1, Lang, model_type):
+async def display_translation1(n1, Lang, model_type):
     global df_data_src, df_data_tgt, placeholder
     
     placeholder = st.empty()
@@ -177,7 +177,6 @@ async def display_translation(n1, Lang, model_type):
     with placeholder:
         st.write("<p style='text-align:center;background-color:red; color:white')>Score Bleu = "+str(int(round(corpus_bleu(s_trad,[s_trad_ref]).score,0)))+"%</p>", \
             unsafe_allow_html=True)
-'''
 
         
 @st.cache_data        
@@ -274,19 +273,23 @@ def run():
 
         st.write("## **"+tr("Résultats")+" :**\n")
         if (chosen_id == "tab1"):
-            t0 = time.time()
-            # Exécuter la fonction asynchrone
-            # asyncio.run(display_translation(n1, Lang, 1))
-            display_translation(n1, Lang,1)
-            t1 = time.time()
-            st.write("Durée: "+str(t1-t0))
-        else: 
-            t0 = time.time()
-            # Exécuter la fonction asynchrone
-            # asyncio.run(display_translation(n1, Lang, 2))
-            display_translation(n1, Lang,2)
-            t1 = time.time()
-            st.write("Durée: "+str(t1-t0))
+            mode = 1  # RNN
+        else:
+            mode = 2  # Transformer
+            
+        # Exécuter la fonction asynchrone
+        t0 = time.time()
+        asyncio.run(display_translation1(n1, Lang, mode))
+        t1 = time.time()
+        st.write("Durée 1: "+str(t1-t0))
+        t0 = time.time()
+        display_translation2(n1, Lang,mode)
+        t1 = time.time()
+        st.write("Durée 2: "+str(t1-t0))
+        t0 = time.time()
+        display_translation3(n1, Lang,mode)
+        t1 = time.time()
+        st.write("Durée 3: "+str(t1-t0))
 
         st.write("## **"+tr("Details sur la méthode")+" :**\n")
         if (chosen_id == "tab1"):