Update app.py

app.py

@@ -29,44 +29,33 @@ def generate(file, temperature, max_new_tokens, top_p, repetition_penalty):
     sentences = text.split('.')
     random.shuffle(sentences)  # Shuffle sentences
 
-    # CSV dosyası için başlık
-    if not os.path.exists("synthetic_data.csv"):
-        with open("synthetic_data.csv", mode='w', newline='', encoding='utf-8') as file:
-            writer = csv.writer(file)
-            writer.writerow(["Original Sentence", "Synthetic Data"])
+    # Geçici dosya oluştur ve CSV yazıcısını başlat
+    with tempfile.NamedTemporaryFile(mode='w', newline='', delete=False, suffix='.csv') as tmp:
+        writer = csv.writer(tmp)
+        
+        for sentence in sentences:
+            sentence = sentence.strip()
+            if not sentence:
+                continue
 
-    for sentence in sentences:
-        sentence = sentence.strip()
-        if not sentence:
-            continue
+            generate_kwargs = {
+                "temperature": temperature,
+                "max_new_tokens": max_new_tokens,
+                "top_p": top_p,
+                "repetition_penalty": repetition_penalty,
+                "do_sample": True,
+                "seed": 42,
+            }
 
-        generate_kwargs = {
-            "temperature": temperature,
-            "max_new_tokens": max_new_tokens,
-            "top_p": top_p,
-            "repetition_penalty": repetition_penalty,
-            "do_sample": True,
-            "seed": 42,
-        }
+            try:
+                stream = client.text_generation(sentence, **generate_kwargs, stream=True, details=True, return_full_text=False)
+                output = ""
+                for response in stream:
+                    output += response.token.text
+                writer.writerow([sentence, output])  # Orijinal cümle ve yanıt CSV'ye yazılır
+            except Exception as e:
+                print(f"Error generating data for sentence '{sentence}': {e}")
 
-        try:
-            stream = client.text_generation(sentence, **generate_kwargs, stream=True, details=True, return_full_text=False)
-            output = ""
-            for response in stream:
-                output += response.token.text
-            save_to_csv(sentence, output)
-        except Exception as e:
-            print(f"Error generating data for sentence '{sentence}': {e}")
-            save_to_csv(sentence, f"Error: {e}")
-
-    # CSV dosyasını okuyup byte olarak döndür
-    with open("synthetic_data.csv", "r", encoding="utf-8") as file:
-        csv_content = file.read()
-    csv_bytes = csv_content.encode()
-
-    # Geçici dosya oluştur ve içeriği yaz
-    with tempfile.NamedTemporaryFile(delete=False, suffix=".csv") as tmp:
-        tmp.write(csv_bytes)
         tmp_path = tmp.name
 
     return tmp_path