dingxin_toolbox_drf/ai/utils/manual_utils.py

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
2楼 百花厅（部分按摩椅）,1,功夫女足,4292,国语,2026-07-13,10:30,12:16,106,0
2楼 百花厅（部分按摩椅）,1,功夫女足,4292,国语,2026-07-13,12:30,14:16,106,14
2楼 百花厅（部分按摩椅）,1,功夫女足,4292,国语,2026-07-13,14:30,16:16,106,14
2楼 百花厅（部分按摩椅）,1,功夫女足,4292,国语,2026-07-13,16:30,18:16,106,14
2楼 百花厅（部分按摩椅）,1,功夫女足,4292,国语,2026-07-13,18:30,20:16,106,14
2楼 百花厅（部分按摩椅）,1,功夫女足,4292,国语,2026-07-13,20:30,22:16,106,14
2楼1号厅（部分按摩椅）,2,三国第一部：争洛阳,4281,国语,2026-07-13,11:00,13:17,137,0
2楼1号厅（部分按摩椅）,2,三国第一部：争洛阳,4281,国语,2026-07-13,13:30,15:47,137,13
2楼1号厅（部分按摩椅）,2,三国第一部：争洛阳,4281,国语,2026-07-13,16:00,18:17,137,13
2楼1号厅（部分按摩椅）,2,三国第一部：争洛阳,4281,国语,2026-07-13,18:30,20:47,137,13
2楼1号厅（部分按摩椅）,2,三国第一部：争洛阳,4281,国语,2026-07-13,21:00,23:17,137,13
2楼2号速度与激情厅（部分按摩椅）,3,三国第一部：争洛阳,4281,国语,2026-07-13,10:20,12:37,137,0
2楼2号速度与激情厅（部分按摩椅）,3,三国第一部：争洛阳,4281,国语,2026-07-13,12:50,15:07,137,13
2楼2号速度与激情厅（部分按摩椅）,3,三国第一部：争洛阳,4281,国语,2026-07-13,15:20,17:37,137,13
2楼2号速度与激情厅（部分按摩椅）,3,三国第一部：争洛阳,4281,国语,2026-07-13,17:50,20:07,137,13
2楼2号速度与激情厅（部分按摩椅）,3,三国第一部：争洛阳,4281,国语,2026-07-13,20:20,22:37,137,13
2楼3号厅（部分按摩椅）,4,小黄人与大怪兽,4288,原版,2026-07-13,10:30,12:00,90,0
2楼3号厅（部分按摩椅）,4,玩具总动员5,4269,原版,2026-07-13,12:15,13:57,102,15
2楼3号厅（部分按摩椅）,4,特立独行,4280,国语,2026-07-13,14:10,16:13,123,13
2楼3号厅（部分按摩椅）,4,后室,4279,原版,2026-07-13,16:25,18:16,111,12
2楼3号厅（部分按摩椅）,4,功夫女足,4292,国语,2026-07-13,18:30,20:16,106,14
2楼3号厅（部分按摩椅）,4,八仙！,4296,国语,2026-07-13,20:30,22:54,144,14
2楼4号优选福励厅,5,功夫女足,4292,国语,2026-07-13,10:20,12:06,106,0
2楼4号优选福励厅,5,功夫女足,4292,国语,2026-07-13,12:20,14:06,106,14
2楼4号优选福励厅,5,功夫女足,4292,国语,2026-07-13,14:20,16:06,106,14
2楼4号优选福励厅,5,功夫女足,4292,国语,2026-07-13,16:20,18:06,106,14
2楼4号优选福励厅,5,功夫女足,4292,国语,2026-07-13,18:20,20:06,106,14
2楼4号优选福励厅,5,功夫女足,4292,国语,2026-07-13,20:20,22:06,106,14
3楼5号厅（部分按摩椅）,6,功夫女足,4292,国语,2026-07-13,10:25,12:11,106,0
3楼5号厅（部分按摩椅）,6,功夫女足,4292,国语,2026-07-13,12:25,14:11,106,14
3楼5号厅（部分按摩椅）,6,功夫女足,4292,国语,2026-07-13,14:25,16:11,106,14
3楼5号厅（部分按摩椅）,6,功夫女足,4292,国语,2026-07-13,16:25,18:11,106,14
3楼5号厅（部分按摩椅）,6,功夫女足,4292,国语,2026-07-13,18:25,20:11,106,14
3楼5号厅（部分按摩椅）,6,功夫女足,4292,国语,2026-07-13,20:25,22:11,106,14
3楼6号泰隆银行厅（部分按摩椅）,7,功夫女足,4292,国语,2026-07-13,10:30,12:16,106,0
3楼6号泰隆银行厅（部分按摩椅）,7,功夫女足,4292,国语,2026-07-13,12:30,14:16,106,14
3楼6号泰隆银行厅（部分按摩椅）,7,功夫女足,4292,国语,2026-07-13,14:30,16:16,106,14
3楼6号泰隆银行厅（部分按摩椅）,7,功夫女足,4292,国语,2026-07-13,16:30,18:16,106,14
3楼6号泰隆银行厅（部分按摩椅）,7,功夫女足,4292,国语,2026-07-13,18:30,20:16,106,14
3楼6号泰隆银行厅（部分按摩椅）,7,功夫女足,4292,国语,2026-07-13,20:30,22:16,106,14
3楼7号厅,8,海洋奇缘：启航,4293,原版,2026-07-13,10:40,12:36,116,0
3楼7号厅,8,特立独行,4280,国语,2026-07-13,12:50,14:53,123,14
3楼7号厅,8,玩具总动员5,4269,原版,2026-07-13,15:05,16:47,102,12
3楼7号厅,8,后室,4279,原版,2026-07-13,17:00,18:51,111,13
3楼7号厅,8,小黄人与大怪兽,4288,原版,2026-07-13,19:05,20:35,90,14
3楼7号厅,8,功夫女足,4292,国语,2026-07-13,20:50,22:36,106,15
2楼 三江VIP厅,9,功夫女足,4292,国语,2026-07-13,12:15,14:01,106,0
2楼 三江VIP厅,9,八仙！,4296,国语,2026-07-13,14:15,16:39,144,14
2楼 三江VIP厅,9,特立独行,4280,国语,2026-07-13,16:55,18:58,123,16
2楼 三江VIP厅,9,后室,4279,原版,2026-07-13,19:10,21:01,111,12
2楼 三江VIP厅,9,小黄人与大怪兽,4288,原版,2026-07-13,21:15,22:45,90,14
"""


# 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 = {}
    for movie in data[1:]:
        movie_name = movie[None][2]
        if movie_name in movie_dict.keys():
            movie_dict[movie_name] += 1
        else:
            movie_dict[movie_name] = 1
    movie_dict = dict(sorted(movie_dict.items(), key=lambda item: item[1], reverse=True))
    print(f"共{count}场")
    for key, value in movie_dict.items():
        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')