用户-视频互动表tb_user_video_log id uid video_id start_time end_time if_follow if_like if_retweet comment_id 1 101 2001 2021-09-24 10:00:00 2021-09-24 10:00:20 1 1 0 NULL 2 105 2002 2021-09-25 11:00:00 2021-09-25 11:00:30 0 0 1 NULL 3 102 2002 2021-09-25 11:00:00 2021-09-25 11:00:30 1 1 1 NULL 4 101 2002 2021-09-26 11:00:00 2021-09-26 11:00:30 1 0 1 NULL 5 101 2002 2021-09-27 11:00:00 2021-09-27 11:00:30 1 1 0 NULL 6 102 2002 2021-09-28 11:00:00 2021-09-28 11:00:30 1 0 1 NULL 7 103 2002 2021-09-29 11:00:00 2021-10-02 11:00:30 1 0 1 NULL 8 102 2002 2021-09-30 11:00:00 2021-09-30 11:00:30 1 1 1 NULL 9 101 2001 2021-10-01 10:00:00 2021-10-01 10:00:20 1 1 0 NULL 10 102 2001 2021-10-01 10:00:00 2021-10-01 10:00:15 0 0 1 NULL 11 103 2001 2021-10-01 11:00:50 2021-10-01 11:01:15 1 1 0 1732526 12 106 2002 2021-10-02 10:59:05 2021-10-02 11:00:05 2 0 1 NULL 13 107 2002 2021-10-02 10:59:05 2021-10-02 11:00:05 1 0 1 NULL 14 108 2002 2021-10-02 10:59:05 2021-10-02 11:00:05 1 1 1 NULL 15 109 2002 2021-10-03 10:59:05 2021-10-03 11:00:05 0 1 0 NULL (uid-用户ID, video_id-视频ID, start_time-开始观看时间, end_time-结束观看时间, if_follow-是否关注, if_like-是否点赞, if_retweet-是否转发, comment_id-评论ID) 短视频信息表tb_video_info id video_id author tag duration release_time 1 2001 901 旅游 30 2020-01-01 07:00:00 2 2002 901 旅游 60 2021-01-01 07:00:00 3 2003 902 影视 90 2020-01-01 07:00:00 4 2004 902 美女 90 2020-01-01 08:00:00 (video_id-视频ID, author-创作者ID, tag-类别标签, duration-视频时长, release_time-发布时间) 问题:统计2021年国庆头3天每类视频每天的近一周总点赞量和一周内最大单天转发量,结果按视频类别降序、日期升序排序。假设数据库中数据足够多,至少每个类别下国庆头3天及之前一周的每天都有播放记录。 输出示例: 示例数据的输出结果如下 tag dt sum_like_cnt_7d max_retweet_cnt_7d 旅游 2021-10-01 5 2 旅游 2021-10-02 5 3 旅游 2021-10-03 6 3 解释: 由表tb_user_video_log里的数据可得只有旅游类视频的播放,2021年9月25到10月3日每天的点赞量和转发量如下: tag dt like_cnt retweet_cnt 旅游 2021-09-25 1 2 旅游 2021-09-26 0 1 旅游 2021-09-27 1 0 旅游 2021-09-28 0 1 旅游 2021-09-29 0 1 旅游 2021-09-30 1 1 旅游 2021-10-01 2 1 旅游 2021-10-02 1 3 旅游 2021-10-03 1 0 因此国庆头3天(10.01~10.03)里10.01的近7天(9.25~10.01)总点赞量为5次,单天最大转发量为2次(9月25那天最大);同理可得10.02和10.03的两个指标。
示例1

输入

DROP TABLE IF EXISTS tb_user_video_log, tb_video_info;
CREATE TABLE tb_user_video_log (
    id INT PRIMARY KEY AUTO_INCREMENT COMMENT '自增ID',
    uid INT NOT NULL COMMENT '用户ID',
    video_id INT NOT NULL COMMENT '视频ID',
    start_time datetime COMMENT '开始观看时间',
    end_time datetime COMMENT '结束观看时间',
    if_follow TINYINT COMMENT '是否关注',
    if_like TINYINT COMMENT '是否点赞',
    if_retweet TINYINT COMMENT '是否转发',
    comment_id INT COMMENT '评论ID'
) CHARACTER SET utf8 COLLATE utf8_bin;

CREATE TABLE tb_video_info (
    id INT PRIMARY KEY AUTO_INCREMENT COMMENT '自增ID',
    video_id INT UNIQUE NOT NULL COMMENT '视频ID',
    author INT NOT NULL COMMENT '创作者ID',
    tag VARCHAR(16) NOT NULL COMMENT '类别标签',
    duration INT NOT NULL COMMENT '视频时长(秒数)',
    release_time datetime NOT NULL COMMENT '发布时间'
)CHARACTER SET utf8 COLLATE utf8_bin;

INSERT INTO tb_user_video_log(uid, video_id, start_time, end_time, if_follow, if_like, if_retweet, comment_id) VALUES
   (101, 2001, '2021-09-24 10:00:00', '2021-09-24 10:00:20', 1, 1, 0, null)
  ,(105, 2002, '2021-09-25 11:00:00', '2021-09-25 11:00:30', 0, 0, 1, null)
  ,(102, 2002, '2021-09-25 11:00:00', '2021-09-25 11:00:30', 1, 1, 1, null)
  ,(101, 2002, '2021-09-26 11:00:00', '2021-09-26 11:00:30', 1, 0, 1, null)
  ,(101, 2002, '2021-09-27 11:00:00', '2021-09-27 11:00:30', 1, 1, 0, null)
  ,(102, 2002, '2021-09-28 11:00:00', '2021-09-28 11:00:30', 1, 0, 1, null)
  ,(103, 2002, '2021-09-29 11:00:00', '2021-09-29 11:00:30', 1, 0, 1, null)
  ,(102, 2002, '2021-09-30 11:00:00', '2021-09-30 11:00:30', 1, 1, 1, null)
  ,(101, 2001, '2021-10-01 10:00:00', '2021-10-01 10:00:20', 1, 1, 0, null)
  ,(102, 2001, '2021-10-01 10:00:00', '2021-10-01 10:00:15', 0, 0, 1, null)
  ,(103, 2001, '2021-10-01 11:00:50', '2021-10-01 11:01:15', 1, 1, 0, 1732526)
  ,(106, 2002, '2021-10-02 10:59:05', '2021-10-02 11:00:05', 2, 0, 1, null)
  ,(107, 2002, '2021-10-02 10:59:05', '2021-10-02 11:00:05', 1, 0, 1, null)
  ,(108, 2002, '2021-10-02 10:59:05', '2021-10-02 11:00:05', 1, 1, 1, null)
  ,(109, 2002, '2021-10-03 10:59:05', '2021-10-03 11:00:05', 0, 1, 0, null);

INSERT INTO tb_video_info(video_id, author, tag, duration, release_time) VALUES
   (2001, 901, '旅游', 30, '2020-01-01 7:00:00')
  ,(2002, 901, '旅游', 60, '2021-01-01 7:00:00')
  ,(2003, 902, '影视', 90, '2020-01-01 7:00:00')
  ,(2004, 902, '美女', 90, '2020-01-01 8:00:00');

输出

旅游|2021-10-01|5|2
旅游|2021-10-02|5|3
旅游|2021-10-03|6|3
加载中...