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,2026-07-13,11:00,12:46,106,0 2楼 百花厅(部分按摩椅),1,功夫女足,4292,国语,2026-07-13,13:00,14:46,106,14 2楼 百花厅(部分按摩椅),1,功夫女足,4292,国语,2026-07-13,15:00,16:46,106,14 2楼 百花厅(部分按摩椅),1,功夫女足,4292,国语,2026-07-13,17:00,18:46,106,14 2楼 百花厅(部分按摩椅),1,功夫女足,4292,国语,2026-07-13,19:00,20:46,106,14 2楼 百花厅(部分按摩椅),1,功夫女足,4292,国语,2026-07-13,21:00,22:46,106,14 2楼1号厅(部分按摩椅),2,三国第一部:争洛阳,4281,国语,2026-07-13,11:10,13:27,137,0 2楼1号厅(部分按摩椅),2,三国第一部:争洛阳,4281,国语,2026-07-13,13:40,15:57,137,13 2楼1号厅(部分按摩椅),2,三国第一部:争洛阳,4281,国语,2026-07-13,16:10,18:27,137,13 2楼1号厅(部分按摩椅),2,三国第一部:争洛阳,4281,国语,2026-07-13,18:40,20:57,137,13 2楼1号厅(部分按摩椅),2,三国第一部:争洛阳,4281,国语,2026-07-13,21:10,23:27,137,13 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,特立独行,4280,国语,2026-07-13,11:00,13:03,123,0 2楼3号厅(部分按摩椅),4,小黄人与大怪兽,4288,原版,2026-07-13,13:15,14:45,90,12 2楼3号厅(部分按摩椅),4,小黄人与大怪兽,4288,原版,2026-07-13,15:00,16:30,90,15 2楼3号厅(部分按摩椅),4,小黄人与大怪兽,4288,原版,2026-07-13,16:45,18:15,90,15 2楼3号厅(部分按摩椅),4,功夫女足,4292,国语,2026-07-13,18:30,20:16,106,15 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,2026-07-13,11:00,12:46,106,0 2楼4号优选福励厅,5,功夫女足,4292,国语,2026-07-13,13:00,14:46,106,14 2楼4号优选福励厅,5,功夫女足,4292,国语,2026-07-13,15:00,16:46,106,14 2楼4号优选福励厅,5,功夫女足,4292,国语,2026-07-13,17:00,18:46,106,14 2楼4号优选福励厅,5,功夫女足,4292,国语,2026-07-13,19:00,20:46,106,14 2楼4号优选福励厅,5,功夫女足,4292,国语,2026-07-13,21:00,22:46,106,14 3楼5号厅(部分按摩椅),6,功夫女足,4292,国语,2026-07-13,10:30,12:16,106,0 3楼5号厅(部分按摩椅),6,功夫女足,4292,国语,2026-07-13,12:30,14:16,106,14 3楼5号厅(部分按摩椅),6,功夫女足,4292,国语,2026-07-13,14:30,16:16,106,14 3楼5号厅(部分按摩椅),6,功夫女足,4292,国语,2026-07-13,16:30,18:16,106,14 3楼5号厅(部分按摩椅),6,功夫女足,4292,国语,2026-07-13,18:30,20:16,106,14 3楼5号厅(部分按摩椅),6,功夫女足,4292,国语,2026-07-13,20:30,22:16,106,14 3楼6号泰隆银行厅(部分按摩椅),7,小黄人与大怪兽,4288,原版,2026-07-13,11:00,12:30,90,0 3楼6号泰隆银行厅(部分按摩椅),7,功夫女足,4292,国语,2026-07-13,12:45,14:31,106,15 3楼6号泰隆银行厅(部分按摩椅),7,功夫女足,4292,国语,2026-07-13,14:45,16:31,106,14 3楼6号泰隆银行厅(部分按摩椅),7,功夫女足,4292,国语,2026-07-13,16:45,18:31,106,14 3楼6号泰隆银行厅(部分按摩椅),7,功夫女足,4292,国语,2026-07-13,18:45,20:31,106,14 3楼6号泰隆银行厅(部分按摩椅),7,功夫女足,4292,国语,2026-07-13,20:45,22:31,106,14 3楼7号厅,8,玩具总动员5,4269,原版,2026-07-13,11:00,12:42,102,0 3楼7号厅,8,特立独行,4280,国语,2026-07-13,12:55,14:58,123,13 3楼7号厅,8,特立独行,4280,国语,2026-07-13,15:15,17:18,123,17 3楼7号厅,8,特立独行,4280,国语,2026-07-13,17:30,19:33,123,12 3楼7号厅,8,八仙!,4296,国语,2026-07-13,19:45,22:09,144,12 2楼 三江VIP厅,9,海洋奇缘:启航,4293,原版,2026-07-13,12:00,13:56,116,0 2楼 三江VIP厅,9,后室,4279,原版,2026-07-13,14:10,16:01,111,14 2楼 三江VIP厅,9,后室,4279,原版,2026-07-13,16:15,18:06,111,14 2楼 三江VIP厅,9,特立独行,4280,国语,2026-07-13,18:20,20:23,123,14 2楼 三江VIP厅,9,特立独行,4280,国语,2026-07-13,20:40,22:43,123,17 """ # 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')