增加手动测试的展示功能

ai/migrations/0024_aishow_is_manual_test.py

@@ -0,0 +1,18 @@
+# Generated by Django 4.2.7 on 2026-07-13 02:53
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ('ai', '0023_movieguidance'),
+    ]
+
+    operations = [
+        migrations.AddField(
+            model_name='aishow',
+            name='is_manual_test',
+            field=models.BooleanField(default=False),
+        ),
+    ]

ai/models.py

@@ -58,6 +58,7 @@ class AiShow(models.Model):
     zz_code = models.CharField(max_length=50)
     show_date = models.DateField()  # 排片目标日期
     is_ai_show = models.BooleanField(default=True)  # 当is_ai_show为True时，记录为ai生成的排片，否则为影院真实排片
+    is_manual_test = models.BooleanField(default=False) # 为手动提交的提示词提供标记
     ai_model = models.CharField(default='', max_length=100)  # ai生成排片时使用的模型
     template = models.TextField(default='')  # ai生成排片时的模板日期排片数据，csv格式
     temp_date = models.CharField(max_length=50, default='')  # 模板数据日期

ai/urls.py

@@ -24,5 +24,7 @@ urlpatterns = [
     path('clear', clear_lock),
     path('report', report),
     path('report_date', get_report_date_api),
-    path('new_movie', insert_new_movie)
+    path('new_movie', insert_new_movie),
+    path('test', manual_test),
+    path('test_date', get_test_date),
 ]

ai/utils/manual_utils.py

@@ -1,5 +1,7 @@
 import csv
 from io import StringIO
+import pymysql
+from pymysql.cursors import DictCursor
 
 s = """
 影厅别名,影厅id,影片别名,本地影片id,语言,放映日期,开始时间,结束时间,片长,场间
@@ -59,10 +61,28 @@ s = """
 # 将csv转化成字典
 def csv_to_obj(csv_data):
     f = StringIO(csv_data)
+    print(csv_data, f)
     reader = csv.DictReader(f)
     return list(reader)
 
 
+def get_real_data(cinema_code: str, show_date: str):
+    db_config = {
+        'host': '172.16.1.63',
+        'port': 3306,
+        'user': 'root',
+        'password': 'Cine123456',
+        'database': 'dingxin_toolbox',
+    }
+    db_conn = pymysql.connect(**db_config)
+    db_cursor = db_conn.cursor(cursor=DictCursor)
+    db_cursor.execute(
+        "SELECT * FROM dingxin_toolbox.ai_show_result WHERE zz_code=%s AND show_date=%s AND is_ai_show=%s",
+        (cinema_code, show_date, 0))
+    real_data = db_cursor.fetchone()
+    return real_data['show']
+
+
 def count_data(data):
     count = len(data) - 1
     movie_dict = {}
@@ -78,5 +98,37 @@ def count_data(data):
         print(f"《{key}》: {value}场 占比{round(value / count * 100, 2)}%")
 
 
+def _get_hall_count(show: list) -> dict:
+    hall_show_count = dict()
+    for show in show[1:]:
+        hall = show[None][1]
+        if hall in hall_show_count.keys():
+            hall_show_count[show[None][1]] += 1
+        else:
+            hall_show_count[show[None][1]] = 1
+    return hall_show_count
+
+
+def get_hall_show_count(ai: list, real: list) -> dict:
+    ai_hall_show_count = _get_hall_count(ai)
+    real_hall_show_count = _get_hall_count(real)
+    more = ai_hall_show_count if len(ai_hall_show_count) >= len(real_hall_show_count) else real_hall_show_count
+    hall_show_count = dict()
+    for key in more.keys():
+        hall_show_count[key] = ai_hall_show_count[key] if ai_hall_show_count.get(key, 0) >= real_hall_show_count.get(
+            key, 0) else real_hall_show_count[key]
+    return hall_show_count
+
+
+def show_data(zz_code: str, show_date: str):
+    real_obj = csv_to_obj(get_real_data(zz_code, show_date))
+    ai_obj = csv_to_obj(s)
+    print('ai_obj', ai_obj)
+    print('real_obj', real_obj)
+    hall_show_count = get_hall_show_count(ai_obj, real_obj)
+    print(hall_show_count)
+
+
 if __name__ == '__main__':
     count_data(csv_to_obj(s))
+    # show_data('33040301', '2026-07-13')

ai/utils/show_func.py

@@ -206,3 +206,9 @@ def get_movie_guidance(cinema, show_date):
             movie_list.append(f"\t《{m.movie_name}》强制排片占比为{m.guidance}%;")
         return '\n'.join(movie_list)
     return '\t无'
+
+
+def get_test_date_from_db(cinema_code: str, show_date: str) -> list:
+    test_data = AiShow.objects.filter(
+        Q(zz_code=cinema_code) & Q(show_date=show_date) & Q(is_ai_show=True) & Q(is_manual_test=True)).all()
+    return [test.prompt_version for test in test_data]

ai/utils/show_process.py

@@ -6,6 +6,7 @@ from ai.utils.basic_func import *
 import datetime
 from django_redis import get_redis_connection
 from django.db.models import Q
+from ai.models import TestCinema
 import re
 
 
@@ -71,6 +72,7 @@ def show_main_process(zz_code=None, day_delta=None):
                 zz_code=cinema.zz_code,
                 show_date=show_date,
                 is_ai_show=True,
+                is_manual_test=False,
                 ai_model=model.config_name,
                 template=template_show,
                 temp_date=template_date,
@@ -88,6 +90,65 @@ def show_main_process(zz_code=None, day_delta=None):
             print(e)
     return True
 
+
+def show_manual_process(zz_code: str, show_date: str, prompt: str):
+    cinema = TestCinema.objects.filter(zz_code=zz_code).first()
+    ai = ShowAI(cinema, show_date)
+
+    start = datetime.datetime.now()  # 开始计时
+    result, message, tokens = ai.get_show_result_ai(prompt)
+    end = datetime.datetime.now()  # 结束计时
+    print('prompt:', prompt)
+    print('result:', result)
+    print('message:', message)
+    print('tokens:', tokens)
+
+    # 获取排片数据
+    print('result:', result)
+    # 获取当前模型
+    model = AiModel.objects.filter(current_used=True).first()
+    if model.config_name in ['lmstudio_qwen3.6_35b', 'company_qwen3.5_35b']:
+        result_obj = json.loads(result.replace('```json', '').replace('}\n```', '}').strip())
+    else:
+        result_obj = json.loads(result.strip())
+
+    # 预测排片数据
+    _show = result_obj['show'].replace('```', '').replace('csv', '').strip()
+
+    # 预测销售数据
+    _sales = str(result_obj['income']).strip()
+
+    ai_data = AiShow.objects.filter(Q(is_ai_show=True) &
+                                    Q(is_manual_test=False) &
+                                    Q(zz_code=zz_code) &
+                                    Q(show_date=show_date)).order_by('-id').first()
+    print(ai_data)
+    # 处理返回结果
+    try:
+        AiShow.objects.create(
+            cinema=cinema.name,
+            zz_code=cinema.zz_code,
+            show_date=show_date,
+            is_ai_show=True,
+            is_manual_test=True,
+            ai_model=model.config_name,
+            template=ai_data.template if ai_data is not None else '',
+            temp_date=ai_data.temp_date if ai_data is not None else '',
+            target=ai_data.target if ai_data is not None else '',
+            show=data_cleansing(_show),
+            sales=_sales,
+            prompt=prompt,
+            result=result,
+            message=message,
+            take_times=int((end - start).seconds),
+            take_tokens=tokens,
+            prompt_version=datetime.datetime.now().strftime('%Y-%m-%d %H:%M:%S'),
+        )
+    except Exception as e:
+        print(e)
+        return e
+    return result
+
 # # 方式一
 # _show = next((s for s in result.split('------') if s.startswith('\n影厅别名,影厅id')), '')
 # _show = _show.strip()

ai/utils/show_prompt.py

@@ -238,7 +238,7 @@ class ShowAI:
         return self.prompt
 
     # 请求AI
-    def get_show_result_ai(self):
+    def get_show_result_ai(self, prompt=None):
         # 生成提示词
         # self.general_prompt()
         # 与AI开始对话
@@ -247,7 +247,7 @@ class ShowAI:
             model=self.ai_model_name,
             messages=[
                 {'role': 'system', 'content': '你是中文AI助手。要求：1.所有思考过程必须使用中文。2.所有tool reasoning必须使用中文。3.所有规划必须使用中文。4.即使用户使用英文提问，也必须中文推理。5.最终输出使用中文。'},
-                {'role': 'user', 'content': self.prompt},
+                {'role': 'user', 'content': self.prompt if prompt is None else prompt} ,
             ],
             stream=False,
             reasoning_effort="high",

ai/views.py

@@ -3,7 +3,7 @@ from django.db.models import Q
 from django.views.decorators.csrf import csrf_exempt
 import json
 from ai.models import *
-from ai.utils.show_process import show_main_process
+from ai.utils.show_process import show_main_process, show_manual_process
 from ai.utils.show_func import *
 from ai.utils.basic_func import *
 
@@ -53,8 +53,9 @@ def report(request):
     zz_code = request.GET.dict().get('cinema_code')
     show_date = request.GET.dict().get('show_date')
     force = request.GET.dict().get('force')
-    print(zz_code, show_date)
+    test = request.GET.dict().get('test', None)
-    cinema = TestCinema.objects.filter(zz_code=zz_code).first()
+    print('report-request_params', zz_code, show_date, force, test)
+    # cinema = TestCinema.objects.filter(zz_code=zz_code).first()
     # 获取真实排片和销售数据
     check_point = datetime.datetime.strftime(
         datetime.datetime.strptime(show_date, '%Y-%m-%d') + datetime.timedelta(hours=30), '%Y-%m-%d %H:%M:%S')
@@ -65,9 +66,18 @@ def report(request):
     if (not last_real_data) or (force == '1'):
         get_cinema_show_result_func(zz_code, show_date)
 
+    if test is None:
         last_ai_data = AiShow.objects.filter(Q(is_ai_show=True) &
+                                             Q(is_manual_test=False) &
                                              Q(zz_code=zz_code) &
                                              Q(show_date=show_date)).order_by('-id').first()
+    else:
+        last_ai_data = AiShow.objects.filter(Q(is_ai_show=True) &
+                                             Q(is_manual_test=True) &
+                                             Q(zz_code=zz_code) &
+                                             Q(show_date=show_date) &
+                                             Q(prompt_version=test)).order_by('-id').first()
+    print('last_ai_data.pk',last_ai_data.pk)
     if not last_ai_data:
         result_dict = {
             'status': 'Failure',
@@ -164,3 +174,35 @@ def insert_new_movie(request):
     }
     print(result_dict)
     return JsonResponse(result_dict, json_dumps_params={'ensure_ascii': False})
+
+
+@csrf_exempt
+def manual_test(request):
+    print(request)
+    cinema_code = request.POST.get('cinema_code')
+    show_date = request.POST.get('show_date')
+    prompt = request.POST.get('prompt')
+    print(cinema_code, show_date, prompt)
+
+    result = show_manual_process(cinema_code, show_date, prompt)
+
+    result_dict = {
+        'status': 'success',
+        'message': '成功',
+        'data': result
+    }
+    print(result_dict)
+    return JsonResponse(result_dict, json_dumps_params={'ensure_ascii': False})
+
+
+@csrf_exempt
+def get_test_date(request):
+    cinema_code = request.GET.get('cinema_code')
+    show_date = request.GET.get('show_date')
+    result_dict = {
+        'status': 'success',
+        'message': '成功',
+        'date': get_test_date_from_db(cinema_code, show_date)
+    }
+    print(result_dict)
+    return JsonResponse(result_dict, json_dumps_params={'ensure_ascii': False})