feat: updated diarization report using llm like gemini flash 2.5

backend/app/services/report_service.py

@@ -129,6 +129,34 @@ class TranscriptionReportService:
         # Executa agregação principal
         self.mongo_results = list(collection.aggregate(pipeline))
         self.unique_ids = [doc["_id"] for doc in self.mongo_results] 
+        
+        #  TEST
+        # print("======> self.mongo_results: ", self.mongo_results)
+        
+        # if rowMongo := next((m for m in self.mongo_results), None): 
+        #     print("============>", rowMongo["totalCost"])
+            
+        #     stt = rowMongo.get('usageByType', {}).get('stt', {}) 
+                    
+        #     if not stt:            
+        #         stt = rowMongo.get('usageByType', {}).get('input-audio', {})   
+                
+        #         # minutes
+        #         usageMinute = round(stt.get('usage', 0) / 1920, 2) 
+                
+        #         # seconds
+        #         token_by_second = 1920 / 60
+        #         usageSeconds = round(stt.get('usage', 0) / token_by_second)
+                 
+                                    
+        #         print("======> stt_model: ", stt.get('product', 'unknown'))
+        #         print("======> stt_provider: ", stt.get('provider', 'unknown'))  
+        #         print("======> stt_cost: ", rowMongo["totalCost"])   
+        #         print("======> stt_usage_minute: ", f"{usageMinute:.2f}")  
+        #         print("======> stt_usageSeconds: ", f"{usageSeconds}") 
+
+        # exit(1)
+        # END TEST
 
         # Pipeline para contagem total
         count_pipeline = [
@@ -173,7 +201,8 @@ class TranscriptionReportService:
                     uniqueid IN {tuple(self.unique_ids)}
                 GROUP BY 
                     uniqueid, src, dst;""" 
-        rows = execute_query(self.company_id, sql)  
+        rows = execute_query(self.company_id, sql) 
+           
 
         if hit_report: 
             for row in rows:  
@@ -190,11 +219,25 @@ class TranscriptionReportService:
                     row["total_cost_token"] = float(token_input.get('usageCost',0) + token_output.get('usageCost', 0)) 
                     row["llm_provider"] = token_output.get('provider','unknown')    
                     
-                    tts = rowMongo.get('usageByType', {}).get('stt',{})
+                    stt = rowMongo.get('usageByType', {}).get('stt',{})
-                    row["tts_model"] = tts.get('product', 'unknown')
+                    
-                    row["tts_provider"] = tts.get('provider', 'unknown')
+                    if not stt:                        
-                    row["tts_cost"] = tts.get('usageCost', 0)
+                        stt = rowMongo.get('usageByType', {}).get('input-audio',{})
-                    row["tts_usage"] = tts.get('usage', 0)
+                        
+                        # seconds 
+                        token_by_second = 1920 / 60 # Cobrança de token por minuto do modelo gemini flash 2.5 input de audio
+                        usageSeconds = round(stt.get('usage', 0) / token_by_second)
+                                              
+                        row["stt_model"] = stt.get('product', 'unknown')
+                        row["stt_provider"] = stt.get('provider', 'unknown')  
+                        row["stt_cost"] = rowMongo["totalCost"]
+                        row["stt_usage"] = usageSeconds
+                        
+                    else:    
+                        row["stt_model"] = stt.get('product', 'unknown')
+                        row["stt_provider"] = stt.get('provider', 'unknown')
+                        row["stt_cost"] = stt.get('usageCost', 0)
+                        row["stt_usage"] = stt.get('usage', 0)
 
                     row["total_min"] = f"{(int(row['total_billsec']) / 60):.2f}"
                 
@@ -266,10 +309,10 @@ class TranscriptionReportService:
                 "total_cost_token": "Preço Final LLM",
                 "llm_provider": "Provider LLM",
                 
-                "tts_model": "TTS",
+                "stt_model": "STT",
-                "tts_provider": "Provider TTS",
+                "stt_provider": "Provider STT",
-                "tts_cost": "Preço Final TTS",
+                "stt_cost": "Preço Final STT",
-                "tts_usage": "Segundos Transcritos",
+                "stt_usage": "Segundos Transcritos",
 
                 "client_total_cost": "Custo Cliente",
                 "client_price": "Preço Cliente por Minuto",

frontend/components/transcription-table.tsx

@@ -60,10 +60,10 @@ interface HitTranscriptionData {
   total_cost_token: number // Total token(input + output)
   llm_provider: string // Provider llm
 
-  // tts_model: string // Modelo de trascrição de audio para texto
+  // stt_model: string // Modelo de trascrição de audio para texto
-  tts_provider: string // Provedor do tts
+  stt_provider: string // Provedor do tts
-  tts_cost: number // Custo total dos minutos do audio em texto
+  stt_cost: number // Custo total dos minutos do audio em texto
-  tts_usage: number // Tempo total de trascrição do audio em segundos
+  stt_usage: number // Tempo total de trascrição do audio em segundos
 
   total_min: number // Minutos de ligação
   custo_hit: string // Custo HIT
@@ -553,16 +553,16 @@ export default function TranscriptionTable() {
                           </TableCell>
 
                           <TableCell>{(item as HitTranscriptionData).llm_provider || "-"}</TableCell>
-                          {/* <TableCell>{(item as HitTranscriptionData).tts_model || "-"}</TableCell> */}
+                          {/* <TableCell>{(item as HitTranscriptionData).stt_model || "-"}</TableCell> */}
-                          <TableCell>{(item as HitTranscriptionData).tts_provider || "-"}</TableCell>
+                          <TableCell>{(item as HitTranscriptionData).stt_provider || "-"}</TableCell>
 
                           <TableCell>
-                            {(item as HitTranscriptionData)?.tts_cost
+                            {(item as HitTranscriptionData)?.stt_cost
-                              ? `$ ${Number((item as HitTranscriptionData).tts_cost).toFixed(2)}`
+                              ? `$ ${Number((item as HitTranscriptionData).stt_cost).toFixed(2)}`
                               : "-"}
                           </TableCell>
 
-                          <TableCell>{(item as HitTranscriptionData).tts_usage || "-"}</TableCell>
+                          <TableCell>{(item as HitTranscriptionData).stt_usage || "-"}</TableCell>
                         </>
                       ) : (
                         <>