Create core/dashboard.py

core/dashboard.py

@@ -0,0 +1,40 @@
+import time
+import pandas as pd
+import gradio as gr
+from datetime import datetime
+
+class ErohaDashboard:
+    def __init__(self):
+        self.logs = []
+        self.start_time = time.time()
+
+    def log_request(self, model_name, query_type, response_time):
+        self.logs.append({
+            "time": datetime.now().strftime("%H:%M:%S"),
+            "model": model_name,
+            "type": query_type,
+            "response_time": response_time
+        })
+        # храним только последние 20 записей
+        if len(self.logs) > 20:
+            self.logs = self.logs[-20:]
+
+    def get_metrics(self):
+        if not self.logs:
+            return "—", "—", "—"
+        avg_time = round(sum(l["response_time"] for l in self.logs) / len(self.logs), 2)
+        last_model = self.logs[-1]["model"]
+        total_requests = len(self.logs)
+        return last_model, total_requests, avg_time
+
+    def dashboard_ui(self):
+        df = pd.DataFrame(self.logs) if self.logs else pd.DataFrame([{
+            "time": "—", "model": "—", "type": "—", "response_time": "—"
+        }])
+        last_model, total_requests, avg_time = self.get_metrics()
+        return (
+            f"🧠 **Активная модель:** {last_model}\n"
+            f"📊 **Запросов обработано:** {total_requests}\n"
+            f"⚡ **Среднее время ответа:** {avg_time} сек.",
+            df
+        )