Update modelisation_seq2seq_tab.py

tabs/modelisation_seq2seq_tab.py

@@ -86,7 +86,7 @@ def display_translation3(n1, Lang,model_type):
             st.write("**ref. :** "+s_trad_ref[i])
             st.write("")
     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>", \
+        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_translation2(url):
@@ -112,10 +112,15 @@ def display_translation2(n1, Lang, model_type):
             # Construction de l'URL avec les paramètres
             url = f"{url_base}?lang_tgt={target}&texte={s[i]}"
             params.append(url)
-        
+        '''
         with Pool(n) as p:
             # Appels parallèles à fetch_translation avec les URLs
             responses = p.map(fetch_translation2, params)
+        '''
+        
+        with concurrent.futures.ThreadPoolExecutor() as executor:
+            # Appels parallèles à fetch_translation avec les URLs
+            responses = list(executor.map(fetch_translation2, params))
             
             for response, s_text, s_ref in zip(responses, s, s_trad_ref):
                 s_trad.append(response.json())
@@ -131,7 +136,7 @@ def display_translation2(n1, Lang, model_type):
             score_bleu = 0
                 
     with placeholder:
-        st.write("<p style='text-align:center;background-color:red; color:white')>Score Bleu = "+str(int(round(score_bleu,0)))+"%</p>", \
+        st.write("<p style='text-align:center;background-color:red; color:white'>Score Bleu = "+str(int(round(score_bleu,0)))+"%</p>", \
             unsafe_allow_html=True)
 
 
@@ -175,7 +180,7 @@ async def display_translation1(n1, Lang, model_type):
             st.write("")
 
     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>", \
+        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)