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87 lines
3.4 KiB
87 lines
3.4 KiB
import json |
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from ai.models import * |
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from ai.utils.show_prompt import * |
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from ai.utils.show_func import * |
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import datetime |
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from django_redis import get_redis_connection |
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from django.db.models import Q |
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import re |
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# ai排片主流程 |
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def show_main_process(zz_code=None): |
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# 查看状态 |
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redis_conn = get_redis_connection() |
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redis_key = f'ai_show{datetime.date.today().strftime("%Y%m%d")}' |
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if redis_conn.exists(redis_key): |
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return False |
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# 获取影院列表 |
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redis_conn.set(redis_key, 1, ex=60*60*20) |
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if not zz_code: |
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test_cinema_list = TestCinema.objects.filter(is_active=True).all() |
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else: |
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test_cinema_list = TestCinema.objects.filter(Q(zz_code=zz_code) & Q(is_active=True)).all() |
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# 获取提示词版本 |
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prompt_ver = PromptTemplate.objects.filter( |
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Q(del_flag=False) & Q(prompt_type='version') & Q(prompt_key='ShowPromptVersion')).first().prompt_val |
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# 开始处理提示词 |
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# 生成目标日期 |
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show_date = datetime.date.strftime(datetime.date.today() + datetime.timedelta(days=3), '%Y-%m-%d') |
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for cinema in test_cinema_list: |
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print(cinema.name) |
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show_ai = ShowAI(cinema, show_date) |
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template_show, template_date = get_template_show(cinema, show_date) |
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prompt = show_ai.general_prompt() |
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start = datetime.datetime.now() # 开始计时 |
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result, message, tokens = show_ai.get_show_result_ai() |
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end = datetime.datetime.now() # 结束计时 |
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print('prompt:', prompt) |
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print('result:', result) |
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print('message:', message) |
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print('tokens:', tokens) |
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# 获取排片数据 |
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result_obj = json.loads(result) |
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# 预测排片数据 |
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_show = result_obj['show'].replace('```', '').replace('csv', '').strip() |
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# 预测销售数据 |
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_sales = str(result_obj['income']).strip() |
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# # 方式一 |
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# _show = next((s for s in result.split('------') if s.startswith('\n影厅别名,影厅id')), '') |
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# _show = _show.strip() |
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# # 方式二 |
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# if _show == '': |
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# _show = next((s for s in result.split('------') if s.startswith('\n```csv\n影厅别名,')), '') |
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# _show = _show.replace('```', '').replace('csv', '').strip() |
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# # 方式三 |
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# if _show == '': |
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# # 正则提取中间内容 |
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# csv_pattern = r"```csv\s*([\s\S]*?)```" |
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# match = re.search(csv_pattern, result) |
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# if match: |
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# _show = match.group(1) |
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# print('_show:', _show) |
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# # 获取销售额 |
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# _sales = next((s for s in result.split('\n') if re.search(r'\d{3,6}元', s)), '') |
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# _sales = str(re.findall(r'\d{3,6}元', _sales)[-1]) |
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# print('_sales:', _sales) |
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# 处理返回结果 |
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try: |
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AiShow.objects.create( |
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cinema=cinema.name, |
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zz_code=cinema.zz_code, |
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show_date=show_date, |
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is_ai_show=True, |
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template = template_show, |
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temp_date=template_date, |
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show=_show, |
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sales=_sales, |
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prompt=prompt, |
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result=result, |
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message=message, |
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take_times=int((end - start).seconds), |
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take_tokens=tokens, |
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prompt_version=prompt_ver, |
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) |
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except Exception as e: |
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print(e) |
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return True
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