From 7fa515de58dd6c90e6ee300fee9cfc4e44e0be52 Mon Sep 17 00:00:00 2001
From: dddennnisss <dddennnisss@sibcem.ru>
Date: Sat, 22 Aug 2026 10:59:29 +0700
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---
 .../__pycache__/ai_validator.cpython-313.pyc  | Bin 0 -> 9726 bytes
 .../__pycache__/handlers.cpython-313.pyc      | Bin 26672 -> 26855 bytes
 photo_bot/ai_validator.py                     |  35 +++++++++++--
 photo_bot/handlers.py                         |  10 +++-
 utils/__pycache__/texts.cpython-313.pyc       | Bin 48377 -> 50156 bytes
 utils/texts.py                                |  46 +++++++++++++++---
 6 files changed, 78 insertions(+), 13 deletions(-)
 create mode 100644 photo_bot/__pycache__/ai_validator.cpython-313.pyc

diff --git a/photo_bot/__pycache__/ai_validator.cpython-313.pyc b/photo_bot/__pycache__/ai_validator.cpython-313.pyc
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diff --git a/photo_bot/ai_validator.py b/photo_bot/ai_validator.py
index 5a8096f..a3529c6 100644
--- a/photo_bot/ai_validator.py
+++ b/photo_bot/ai_validator.py
@@ -6,6 +6,7 @@ import base64
 import io
 import json
 import logging
+import time
 import urllib.request
 from PIL import Image
 
@@ -55,8 +56,12 @@ def validate_photo_with_ai(file_bytes: bytes) -> dict:
     """
     Прямая проверка фото ИИ (тестовый мод).
 
-    Возвращает {'ok': bool, 'verdict': str, 'reason': str, 'error': str}
+    Возвращает {'ok': bool, 'verdict': str, 'reason': str, 'error': str,
+                'metrics': {'total_time', 'prompt_tokens', 'completion_tokens',
+                            'prompt_per_second', 'predicted_per_second'},
+                'error_time': float}
     """
+    t0 = time.perf_counter()
     try:
         # Сжатие (PIL): разрешение настраивается в config (PHOTO_TEST_AI_MAX_SIDE)
         side = int(config.PHOTO_TEST_AI_MAX_SIDE)
@@ -88,6 +93,18 @@ def validate_photo_with_ai(file_bytes: bytes) -> dict:
 
         with urllib.request.urlopen(req, timeout=config.PHOTO_TEST_AI_TIMEOUT) as resp:
             res = json.loads(resp.read().decode('utf-8'))
+        total_time = time.perf_counter() - t0
+
+        # llama.cpp в ответ кладёт usage (токены) и timings (скорости)
+        usage = res.get('usage') or {}
+        timings = res.get('timings') or {}
+        metrics = {
+            'total_time': total_time,
+            'prompt_tokens': usage.get('prompt_tokens'),
+            'completion_tokens': usage.get('completion_tokens'),
+            'prompt_per_second': timings.get('prompt_per_second'),
+            'predicted_per_second': timings.get('predicted_per_second'),
+        }
 
         full_content = (res['choices'][0]['message'].get('content') or '').strip()
         clean_ans = full_content.split(THINK_CLOSE_TAG)[-1].strip() if THINK_CLOSE_TAG in full_content else full_content.strip()
@@ -114,10 +131,18 @@ def validate_photo_with_ai(file_bytes: bytes) -> dict:
         if not reason:
             reason = clean_ans.replace('\n', ' ').strip()
 
-        logger.info(f"[TEST MODE] ИИ-вердикт: {verdict} | мимика={mimi} | графика={grafika} | {reason}")
+        logger.info(
+            f"[TEST MODE] ИИ-вердикт: {verdict} | мимика={mimi} | графика={grafika} | {reason}"
+            f" | total={metrics['total_time']:.2f}s "
+            f"prompt={metrics['prompt_tokens']}tok/({metrics['prompt_per_second']:.1f} tps) "
+            f"gen={metrics['completion_tokens']}tok/({metrics['predicted_per_second']:.1f} tps)"
+        )
         return {'ok': True, 'verdict': verdict, 'reason': reason, 'error': '',
-                'mimi': mimi, 'grafika': grafika}
+                'mimi': mimi, 'grafika': grafika, 'metrics': metrics}
 
     except Exception as e:
-        logger.error(f"[TEST MODE] Ошибка обращения к ИИ: {e}")
-        return {'ok': False, 'verdict': '', 'reason': '', 'error': str(e)}
+        err = f"{type(e).__name__}: {e}"
+        elapsed = time.perf_counter() - t0
+        logger.error(f"[TEST MODE] Ошибка обращения к ИИ через {elapsed:.1f} сек: {err}")
+        return {'ok': False, 'verdict': '', 'reason': '', 'error': err,
+                'error_time': elapsed}
diff --git a/photo_bot/handlers.py b/photo_bot/handlers.py
index e02371a..a44ddb4 100644
--- a/photo_bot/handlers.py
+++ b/photo_bot/handlers.py
@@ -323,7 +323,10 @@ async def photo_module_handler(msg: Message):
             if not ai_res['ok']:
                 # Фото остаётся в pending — можно повторить проверку (кнопка 1)
                 log_menu_stats(user_id, "Photo Bot (TEST)", "Ошибка обращения к ИИ")
-                await msg.answer(photo_test_ai_error(), parse_mode="html")
+                await msg.answer(
+                    photo_test_ai_error(ai_res.get('error', ''), ai_res.get('error_time')),
+                    parse_mode="html"
+                )
                 return
 
             verdict = ai_res['verdict']
@@ -333,7 +336,10 @@ async def photo_module_handler(msg: Message):
             log_menu_stats(user_id, "Photo Bot (TEST)", f"ИИ-вердикт: {verdict}")
 
             # Фото остаётся в pending — можно повторить проверку другим фото (кнопка 2)
-            await msg.answer(photo_test_result(verdict, reason, mimi, grafika), parse_mode="html")
+            await msg.answer(
+                photo_test_result(verdict, reason, mimi, grafika, ai_res.get('metrics')),
+                parse_mode="html"
+            )
             return
 
         elif cmd == "2":
diff --git a/utils/__pycache__/texts.cpython-313.pyc b/utils/__pycache__/texts.cpython-313.pyc
index 82b9084b3ec89d6ec0bc9ae3a848b576c99aeccd..25ac25c3e59e469e1cece366dbd262a0b6501581 100644
GIT binary patch
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diff --git a/utils/texts.py b/utils/texts.py
index 91c9a3e..387c710 100644
--- a/utils/texts.py
+++ b/utils/texts.py
@@ -309,7 +309,8 @@ def _photo_test_ai_checking(emojis: dict) -> str:
 def _photo_test_receiving(emojis: dict) -> str:
     return "🧪 <i>Ищу лицо на фото (тестовый режим), пожалуйста, подождите...</i>"
 
-def _photo_test_result(verdict: str, reason: str, mimi: str = '', grafika: str = '', emojis: dict = None) -> str:
+def _photo_test_result(verdict: str, reason: str, mimi: str = '', grafika: str = '',
+                       ai_metrics: dict = None, emojis: dict = None) -> str:
     emojis = emojis or {}
     icons = {"Прошел": "✅", "Не прошел": "❌", "На модерацию": "⏳"}
     icon = icons.get(verdict, "ℹ️")
@@ -322,19 +323,51 @@ def _photo_test_result(verdict: str, reason: str, mimi: str = '', grafika: str =
         detail = "\n".join(lines) + "\n\n"
     else:
         detail = ""
+    metrics_block = ''
+    if ai_metrics:
+        ml = ["📊 <b>Технические показатели</b>"]
+        tt = ai_metrics.get('total_time')
+        if tt is not None:
+            ml.append(f"⏱ Время ответа: <b>{tt:.2f} сек</b>")
+        pt = ai_metrics.get('prompt_tokens')
+        gps = ai_metrics.get('prompt_per_second')
+        if pt is not None:
+            s = f"⬇️ Приём (промпт): <b>{pt} токенов</b>"
+            if gps is not None:
+                s += f" — {gps:.1f} ток/сек"
+            ml.append(s)
+        ct = ai_metrics.get('completion_tokens')
+        ggs = ai_metrics.get('predicted_per_second')
+        if ct is not None:
+            s = f"⬆️ Отдача (генерация): <b>{ct} токенов</b>"
+            if ggs is not None:
+                s += f" — {ggs:.1f} ток/сек"
+            ml.append(s)
+        if len(ml) > 1:
+            metrics_block = "\n".join(ml) + "\n\n"
     return (
         f"🧪 <b>Тестовый режим: вердикт ИИ</b>\n\n"
         f"{icon} <b>Вердикт:</b> {verdict}\n"
         f"{detail}"
         f"📝 <b>Причина:</b> {reason}\n\n"
+        f"{metrics_block}"
         f"⚠️ <i>Тестовый режим: фото не публиковалось и никуда не отправлялось.</i>\n\n"
         f"{emojis.get('2', '2')} — Загрузить другое фото\n"
         f"{emojis.get('0', '0')} — В главное меню"
     )
 
-def _photo_test_ai_error(emojis: dict) -> str:
+def _photo_test_ai_error(emojis: dict, error: str = '', elapsed: float = None) -> str:
+    detail = ''
+    err = (error or '').strip()
+    if len(err) > 400:
+        err = err[:400] + '…'
+    if err:
+        detail += f"📋 <b>Детали:</b> <i>{err}</i>\n"
+    if elapsed is not None:
+        detail += f"⏱ Время до ошибки: <b>{elapsed:.1f} сек</b>\n"
     return (
         f"❌ <b>Ошибка обращения к ИИ.</b>\n\n"
+        f"{detail}\n"
         f"Проверьте доступность ИИ-сервиса. Повторите попытку позже.\n\n"
         f"{emojis['1']} — Повторить проверку\n"
         f"{emojis['2']} — Загрузить другое фото\n"
@@ -428,11 +461,12 @@ PHOTO_TEST_PREVIEW_TEXT = _photo_test_preview(EMOJI_DIGITS)
 PHOTO_TEST_AI_CHECKING_TEXT = _photo_test_ai_checking(EMOJI_DIGITS)
 PHOTO_TEST_RECEIVING_TEXT = _photo_test_receiving(EMOJI_DIGITS)
 
-def photo_test_result(verdict: str, reason: str, mimi: str = '', grafika: str = '') -> str:
-    return _photo_test_result(verdict, reason, mimi, grafika, EMOJI_DIGITS)
+def photo_test_result(verdict: str, reason: str, mimi: str = '', grafika: str = '',
+                      ai_metrics: dict = None) -> str:
+    return _photo_test_result(verdict, reason, mimi, grafika, ai_metrics, EMOJI_DIGITS)
 
-def photo_test_ai_error() -> str:
-    return _photo_test_ai_error(EMOJI_DIGITS)
+def photo_test_ai_error(error: str = '', elapsed: float = None) -> str:
+    return _photo_test_ai_error(EMOJI_DIGITS, error, elapsed)
 
 
 # =========================================================