支持模板对比

ai/migrations/0008_aishow_temp_date_aishow_template.py

@@ -0,0 +1,23 @@
+# Generated by Django 4.2.7 on 2026-06-16 01:22
+
+from django.db import migrations, models
+
+
+class Migration(migrations.Migration):
+
+    dependencies = [
+        ('ai', '0007_aishow_prompt_version'),
+    ]
+
+    operations = [
+        migrations.AddField(
+            model_name='aishow',
+            name='temp_date',
+            field=models.CharField(default='', max_length=50),
+        ),
+        migrations.AddField(
+            model_name='aishow',
+            name='template',
+            field=models.TextField(default=''),
+        ),
+    ]

ai/models.py

@@ -41,6 +41,8 @@ class AiShow(models.Model):
     zz_code = models.CharField(max_length=50)
     show_date = models.DateField()
     is_ai_show = models.BooleanField(default=True)
+    template = models.TextField(default='')
+    temp_date = models.CharField(max_length=50, default='')
     show = models.TextField()
     sales = models.CharField(max_length=50)
     prompt = models.TextField()

ai/utils/basic_func.py

@@ -2,6 +2,7 @@ import datetime
 import csv
 from io import StringIO
 from django_redis import get_redis_connection
+from ai.models import CinemaHall
 
 
 # 清除redis锁
@@ -10,10 +11,11 @@ def clear_lock_func():
     redis_key = f'ai_show{datetime.date.today().strftime("%Y%m%d")}'
     if redis_conn.exists(redis_key):
         redis_conn.delete(redis_key)
+        print(f'清除{redis_key}成功')
 
 
 # 将csv转化成字典
-def scv_to_obj(csv_data):
+def csv_to_obj(csv_data):
     f = StringIO(csv_data)
     reader = csv.DictReader(f)
     return list(reader)
@@ -34,3 +36,98 @@ def list_to_csv(rows, include_header=True):
     else:
         writer.writerows(rows)
     return output.getvalue()
+
+
+# 格式化数据
+def format_show_data(cinema_code:str, show_date:str, data_left:dict, data_right:dict):
+    # 获取影厅数据
+    hall = CinemaHall.objects.filter(cinema_code=cinema_code).all()
+    # 准备数据
+    data = dict()
+    for h in hall:
+        hall_dict = {'hall_name': h.hall_name, 'hall_id': h.hall_id, 'ai': [], 'real': []}
+        for ai in data_left:
+            if ai['影厅id'] == str(h.hall_id):
+                hall_dict['ai'].append({
+                    'movie_name': ai['影片别名'],
+                    'movie_id': ai['本地影片id'],
+                    'language': ai['语言'],
+                    'show_date': ai['放映日期'],
+                    'start': ai['开始时间'],
+                    'end': ai['结束时间'],
+                    'length': ai['片长'],
+                    'duration': ai['场间']
+                })
+        for real in data_right:
+            if real['影厅id'] == str(h.hall_id):
+                hall_dict['real'].append({
+                    'movie_name': real['影片别名'],
+                    'movie_id': real['本地影片id'],
+                    'language': real['语言'],
+                    'show_date': real['放映日期'],
+                    'start': real['开始时间'],
+                    'end': real['结束时间'],
+                    'length': real['片长'],
+                    'duration': real['场间']
+                })
+        data[h.hall_id] = hall_dict
+    # 格式化输出
+    output_list = []
+    output_csv = [
+        ['影厅别名', '影片别名', '语言', '开始时间', '结束时间', '片长', '场间', '', '影厅别名', '影片别名', '语言',
+         '开始时间', '结束时间', '片长', '场间']]
+    for v in data.values():
+        if len(v['ai']) == 0 and len(v['real']) == 0:
+            output_list.append([v['hall_name'], show_date, '', '', '', '', '', '', '', '', '', '', '', '', '', ''])
+            output_csv.append([v['hall_name'], '', '', '', '', '', '', '', v['hall_name'], '', '', '', '', '', ''])
+        if len(v['ai']) >= len(v['real']):
+            for i in range(len(v['ai'])):
+                if i < len(v['real']):
+                    a = v['ai'][i]
+                    r = v['real'][i]
+                    output_list.append(
+                        [v['hall_name'], show_date, a['movie_name'], a['movie_id'], a['language'], a['start'],
+                         a['end'], a['length'], a['duration'], r['movie_name'], r['movie_id'], r['language'],
+                         r['start'], r['end'], r['length'], r['duration']]
+                    )
+                    output_csv.append(
+                        [v['hall_name'], a['movie_name'], a['language'], a['start'], a['end'], a['length'],
+                         a['duration'], '', v['hall_name'], r['movie_name'], r['language'], r['start'], r['end'],
+                         r['length'], r['duration']]
+                    )
+                else:
+                    a = v['ai'][i]
+                    output_list.append(
+                        [v['hall_name'], show_date, a['movie_name'], a['movie_id'], a['language'], a['start'],
+                         a['end'], a['length'], a['duration'], '', '', '', '', '', '', '']
+                    )
+                    output_csv.append(
+                        [v['hall_name'], a['movie_name'], a['language'], a['start'], a['end'], a['length'],
+                         a['duration'], '', '', '', '', '', '', '', '']
+                    )
+        else:
+            for i in range(len(v['real'])):
+                if i < len(v['ai']):
+                    a = v['ai'][i]
+                    r = v['real'][i]
+                    output_list.append(
+                        [v['hall_name'], show_date, a['movie_name'], a['movie_id'], a['language'], a['start'],
+                         a['end'], a['length'], a['duration'], r['movie_name'], r['movie_id'], r['language'],
+                         r['start'], r['end'], r['length'], r['duration']]
+                    )
+                    output_csv.append(
+                        [v['hall_name'], a['movie_name'], a['language'], a['start'], a['end'], a['length'],
+                         a['duration'], '', v['hall_name'], r['movie_name'], r['language'], r['start'], r['end'],
+                         r['length'], r['duration']]
+                    )
+                else:
+                    r = v['real'][i]
+                    output_list.append(
+                        [v['hall_name'], show_date, '', '', '', '', '', '', '', r['movie_name'], r['movie_id'],
+                         r['language'], r['start'], r['end'], r['length'], r['duration']]
+                    )
+                    output_csv.append(
+                        [v['hall_name'], '', '', '', '', '', '', '', v['hall_name'], r['movie_name'], r['language'],
+                         r['start'], r['end'], r['length'], r['duration']]
+                    )
+    return output_list, output_csv

ai/utils/show_func.py

@@ -2,6 +2,8 @@ from django.db.models import Q
 import datetime
 from ai.models import *
 from ai.utils.show_database import GetData
+from ai.utils.datetime_format import *
+
 
 def get_cinema_show_result_func(_zz_code, _show_date):
     cinema = TestCinema.objects.filter(zz_code=_zz_code).first()
@@ -43,3 +45,16 @@ def get_cinema_show_result_func(_zz_code, _show_date):
             except Exception as e:
                 print(e)
     return show, income
+
+# 获取模板日期排片数据
+def get_template_show(cinema, show_date):
+    history_start, history_end, target_start, target_end = get_data_datetime(show_date)
+    data = GetData(cinema)
+    temp_date_obj = data.get_template_date(history_start, history_end)
+    temp_date = datetime.datetime.strftime(temp_date_obj, '%Y-%m-%d')
+    temp_start = datetime.datetime.strftime(temp_date_obj + datetime.timedelta(hours=6), '%Y-%m-%d %H:%M:%S')
+    temp_end = datetime.datetime.strftime(temp_date_obj + datetime.timedelta(hours=29, minutes=59, seconds=59),
+                                          '%Y-%m-%d %H:%M:%S')
+    temp_show = data.get_show_data(temp_start, temp_end)
+    print('get_template_show', temp_date, temp_show)
+    return temp_show, temp_date

ai/utils/show_process.py

@@ -1,5 +1,8 @@
+import json
+
 from ai.models import *
 from ai.utils.show_prompt import *
+from ai.utils.show_func import *
 import datetime
 from django_redis import get_redis_connection
 from django.db.models import Q
@@ -27,34 +30,40 @@ def show_main_process(zz_code=None):
     for cinema in test_cinema_list:
         print(cinema.name)
         show_ai = ShowAI(cinema, show_date)
+        template_show, template_date = get_template_show(cinema, show_date)
         prompt = show_ai.general_prompt()
-        start = datetime.datetime.now()
+        start = datetime.datetime.now()  # 开始计时
         result, message, tokens = show_ai.get_show_result_ai()
-        end = datetime.datetime.now()
+        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
-        # 方式一
+        result_obj = json.loads(result)
-        _show = next((s for s in result.split('------') if s.startswith('\n影厅别名,影厅id')), '')
+        # 预测排片数据
-        _show = _show.strip()
+        _show = result_obj['show'].replace('```', '').replace('csv', '').strip()
-        # 方式二
+        # 预测销售数据
-        if _show == '':
+        _sales = str(result_obj['income']).strip()
-            _show = next((s for s in result.split('------') if s.startswith('\n```csv\n影厅别名,')), '')
+        # # 方式一
-            _show = _show.replace('```', '').replace('csv', '').strip()
+        # _show = next((s for s in result.split('------') if s.startswith('\n影厅别名,影厅id')), '')
-        # 方式三
+        # _show = _show.strip()
-        if _show == '':
+        # # 方式二
-            # 正则提取中间内容
+        # if _show == '':
-            csv_pattern = r"```csv\s*([\s\S]*?)```"
+        #     _show = next((s for s in result.split('------') if s.startswith('\n```csv\n影厅别名,')), '')
-            match = re.search(csv_pattern, result)
+        #     _show = _show.replace('```', '').replace('csv', '').strip()
-            if match:
+        # # 方式三
-                _show = match.group(1)
+        # if _show == '':
-        print('_show:', _show)
+        #     # 正则提取中间内容
-        # 获取销售额
+        #     csv_pattern = r"```csv\s*([\s\S]*?)```"
-        _sales = next((s for s in result.split('\n') if re.search(r'\d{3,6}元', s)), '')
+        #     match = re.search(csv_pattern, result)
-        _sales = str(re.findall(r'\d{3,6}元', _sales)[-1])
+        #     if match:
-        print('_sales:', _sales)
+        #         _show = match.group(1)
+        # print('_show:', _show)
+        # # 获取销售额
+        # _sales = next((s for s in result.split('\n') if re.search(r'\d{3,6}元', s)), '')
+        # _sales = str(re.findall(r'\d{3,6}元', _sales)[-1])
+        # print('_sales:', _sales)
         # 处理返回结果
         try:
             AiShow.objects.create(
@@ -62,6 +71,8 @@ def show_main_process(zz_code=None):
                 zz_code=cinema.zz_code,
                 show_date=show_date,
                 is_ai_show=True,
+                template = template_show,
+                temp_date=template_date,
                 show=_show,
                 sales=_sales,
                 prompt=prompt,

ai/views.py

@@ -75,99 +75,12 @@ def report(request):
     last_real_data = AiShow.objects.filter(Q(is_ai_show=False) &
                                            Q(zz_code=zz_code) &
                                            Q(show_date=show_date)).order_by('-id').first()
-    ai_dict = scv_to_obj(last_ai_data.show)
+    ai_dict = csv_to_obj(last_ai_data.show)
-    real_dict = scv_to_obj(last_real_data.show)
+    real_dict = csv_to_obj(last_real_data.show)
-    print(ai_dict, real_dict)
+    temp_dict = csv_to_obj(last_ai_data.template)
-    # 获取影厅数据
+    print(ai_dict, real_dict, temp_dict)
-    hall = CinemaHall.objects.filter(cinema_code=zz_code).all()
+    output_list_ai_real, output_csv_ai_real = format_show_data(zz_code, show_date, ai_dict, real_dict)
-    # 准备数据
+    output_list_ai_temp, output_csv_ai_temp = format_show_data(zz_code, show_date, ai_dict, temp_dict)
-    data = dict()
-    for h in hall:
-        hall_dict = {'hall_name': h.hall_name, 'hall_id': h.hall_id, 'ai': [], 'real': []}
-        for ai in ai_dict:
-            if ai['影厅id'] == str(h.hall_id):
-                hall_dict['ai'].append({
-                    'movie_name': ai['影片别名'],
-                    'movie_id': ai['本地影片id'],
-                    'language': ai['语言'],
-                    'show_date': ai['放映日期'],
-                    'start': ai['开始时间'],
-                    'end': ai['结束时间'],
-                    'length': ai['片长'],
-                    'duration': ai['场间']
-                })
-        for real in real_dict:
-            if real['影厅id'] == str(h.hall_id):
-                hall_dict['real'].append({
-                    'movie_name': real['影片别名'],
-                    'movie_id': real['本地影片id'],
-                    'language': real['语言'],
-                    'show_date': real['放映日期'],
-                    'start': real['开始时间'],
-                    'end': real['结束时间'],
-                    'length': real['片长'],
-                    'duration': real['场间']
-                })
-        data[h.hall_id] = hall_dict
-    # 格式化输出
-    output_list = []
-    output_csv = [
-        ['影厅别名', '影片别名', '语言', '开始时间', '结束时间', '片长', '场间', '', '影厅别名', '影片别名', '语言',
-         '开始时间', '结束时间', '片长', '场间']]
-    for v in data.values():
-        if len(v['ai']) == 0 and len(v['real']) == 0:
-            output_list.append([v['hall_name'], show_date, '', '', '', '', '', '', '', '', '', '', '', '', '', ''])
-            output_csv.append([v['hall_name'], '', '', '', '', '', '', '', v['hall_name'], '', '', '', '', '', ''])
-        if len(v['ai']) >= len(v['real']):
-            for i in range(len(v['ai'])):
-                if i < len(v['real']):
-                    a = v['ai'][i]
-                    r = v['real'][i]
-                    output_list.append(
-                        [v['hall_name'], show_date, a['movie_name'], a['movie_id'], a['language'], a['start'],
-                         a['end'], a['length'], a['duration'], r['movie_name'], r['movie_id'], r['language'],
-                         r['start'], r['end'], r['length'], r['duration']]
-                    )
-                    output_csv.append(
-                        [v['hall_name'], a['movie_name'], a['language'], a['start'], a['end'], a['length'],
-                         a['duration'], '', v['hall_name'], r['movie_name'], r['language'], r['start'], r['end'],
-                         r['length'], r['duration']]
-                    )
-                else:
-                    a = v['ai'][i]
-                    output_list.append(
-                        [v['hall_name'], show_date, a['movie_name'], a['movie_id'], a['language'], a['start'],
-                         a['end'], a['length'], a['duration'], '', '', '', '', '', '', '']
-                    )
-                    output_csv.append(
-                        [v['hall_name'], a['movie_name'], a['language'], a['start'], a['end'], a['length'],
-                         a['duration'], '', '', '', '', '', '', '', '']
-                    )
-        else:
-            for i in range(len(v['real'])):
-                if i < len(v['ai']):
-                    a = v['ai'][i]
-                    r = v['real'][i]
-                    output_list.append(
-                        [v['hall_name'], show_date, a['movie_name'], a['movie_id'], a['language'], a['start'],
-                         a['end'], a['length'], a['duration'], r['movie_name'], r['movie_id'], r['language'],
-                         r['start'], r['end'], r['length'], r['duration']]
-                    )
-                    output_csv.append(
-                        [v['hall_name'], a['movie_name'], a['language'], a['start'], a['end'], a['length'],
-                         a['duration'], '', v['hall_name'], r['movie_name'], r['language'], r['start'], r['end'],
-                         r['length'], r['duration']]
-                    )
-                else:
-                    r = v['real'][i]
-                    output_list.append(
-                        [v['hall_name'], show_date, '', '', '', '', '', '', '', r['movie_name'], r['movie_id'],
-                         r['language'], r['start'], r['end'], r['length'], r['duration']]
-                    )
-                    output_csv.append(
-                        [v['hall_name'], '', '', '', '', '', '', '', v['hall_name'], r['movie_name'], r['language'],
-                         r['start'], r['end'], r['length'], r['duration']]
-                    )
     # 返回
     result_dict = {
         'status': 'success',
@@ -179,8 +92,10 @@ def report(request):
             'ai_sales': last_ai_data.sales,
             'take_times': last_ai_data.take_times,
             'take_tokens': json.loads(last_ai_data.take_tokens)['total_tokens'],
-            'csv': list_to_csv(output_csv),
+            'csv': list_to_csv(output_csv_ai_real),
-            'objects': output_list,
+            'real_obj': output_list_ai_real,
+            'template_obj': output_list_ai_temp,
+            'template_date':last_ai_data.temp_date,
             'prompt': last_ai_data.prompt,
             'result': last_ai_data.result,
         }