饮冰三年-人工智能-Django淘宝拾遗-75-数据准备
一、背景简介
1、使用场景
我有一个做年级主任教师的朋友,想分析一下他年纪下学生的考试成绩,这里我们使用模拟数据。
学生所属于某一个专业,每个专业开设不同的课程,每门课程会自发的组织测试,进而会有成绩,测试不通过还可以进行补考。测试的频率随科目不同而有差异。
需求1:支持查看全班总成绩,便于分析学生成绩变化,以及出题的难易程度变化。
需求2:支持查看全班及格线,每个专业可以有自己的及格线,甚至每门课程都要有自己的几个线,这里为了方便说明技术点,进而将需求简化。将每个学生的总成绩作为基数,每个专业在每次考试后选取一个分数作为及格线,使得60%的人及格
需求3:支持查看每一次考试,也可以按月汇总查看每月的总成绩,因为学生考试完某一专业的所有课程是有时间跨度的
2、表结构
2.1 专业表
2.2 课程表
2.3 学生表
2.4 成绩表
2.5 成绩次数汇总表
![](https://images.cnblogs.com/OutliningIndicators/ContractedBlock.gif)
SET NAMES utf8mb4; SET FOREIGN_KEY_CHECKS = 0; -- ---------------------------- -- Table structure for tb_profession -- ---------------------------- DROP TABLE IF EXISTS `tb_profession`; CREATE TABLE `tb_profession` ( `id` int(11) NOT NULL AUTO_INCREMENT, `profession_name` varchar(20) CHARACTER SET utf8 COLLATE utf8_general_ci NULL DEFAULT NULL, `add_time` datetime(6) NOT NULL, `modify_time` datetime(6) NOT NULL, PRIMARY KEY (`id`) USING BTREE ) ENGINE = InnoDB AUTO_INCREMENT = 7 CHARACTER SET = utf8 COLLATE = utf8_general_ci ROW_FORMAT = Dynamic; -- ---------------------------- -- Records of tb_profession -- ---------------------------- INSERT INTO `tb_profession` VALUES (1, '经济与管理', '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_profession` VALUES (2, '计算机', '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_profession` VALUES (3, '文学与历史', '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_profession` VALUES (4, '挖掘机', '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); SET FOREIGN_KEY_CHECKS = 1; /* Navicat Premium Data Transfer Source Server : 工作站(日志分析mysql) Source Server Type : MySQL Source Server Version : 50736 Source Host : 10.245.136.238:3306 Source Schema : yango Target Server Type : MySQL Target Server Version : 50736 File Encoding : 65001 Date: 05/03/2022 18:01:30 */ SET NAMES utf8mb4; SET FOREIGN_KEY_CHECKS = 0; -- ---------------------------- -- Table structure for tb_course -- ---------------------------- DROP TABLE IF EXISTS `tb_course`; CREATE TABLE `tb_course` ( `id` int(11) NOT NULL AUTO_INCREMENT COMMENT '课程id大有深意,第一位表示专业,第二位表可以看出名称', `profession_id` int(11) NULL DEFAULT NULL COMMENT '专业id', `subject_name` varchar(20) CHARACTER SET utf8 COLLATE utf8_general_ci NULL DEFAULT NULL COMMENT '课程名称', `add_time` datetime(6) NOT NULL, `modify_time` datetime(6) NOT NULL, PRIMARY KEY (`id`) USING BTREE ) ENGINE = InnoDB AUTO_INCREMENT = 48 CHARACTER SET = utf8 COLLATE = utf8_general_ci ROW_FORMAT = Dynamic; -- ---------------------------- -- Records of tb_course -- ---------------------------- INSERT INTO `tb_course` VALUES (11, 1, '语文-经', '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_course` VALUES (12, 1, '数学-经', '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_course` VALUES (13, 1, '英语-经', '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_course` VALUES (14, 1, '经济学-经', '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_course` VALUES (21, 2, '语文-计', '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_course` VALUES (22, 2, '数学-计', '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_course` VALUES (23, 2, '英语-计', '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_course` VALUES (24, 2, '计算机-计', '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_course` VALUES (31, 3, '语文-文', '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_course` VALUES (32, 3, '数学-文', '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_course` VALUES (33, 3, '英语-文', '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_course` VALUES (34, 3, '世界史-文', '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_course` VALUES (41, 4, '语文-挖', '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_course` VALUES (42, 4, '数学-挖', '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_course` VALUES (43, 4, '英语-挖', '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_course` VALUES (44, 4, '挖掘机实操-挖', '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); SET FOREIGN_KEY_CHECKS = 1; SET NAMES utf8mb4; SET FOREIGN_KEY_CHECKS = 0; -- ---------------------------- -- Table structure for tb_student -- ---------------------------- DROP TABLE IF EXISTS `tb_student`; CREATE TABLE `tb_student` ( `id` int(11) NOT NULL AUTO_INCREMENT COMMENT '编号大有含义(第一位代表学院id,第二位代表性别,第三位:1表示名称是张三、2表示名称是李四)', `gender` int(2) NULL DEFAULT NULL COMMENT '性别:0表示女,1表示男', `student_name` varchar(50) CHARACTER SET utf8 COLLATE utf8_general_ci NULL DEFAULT NULL COMMENT '学生姓名:经代表经济学院简称', `add_time` datetime(6) NULL DEFAULT NULL, `modify_time` datetime(6) NULL DEFAULT NULL, PRIMARY KEY (`id`) USING BTREE ) ENGINE = InnoDB AUTO_INCREMENT = 414 CHARACTER SET = utf8 COLLATE = utf8_general_ci ROW_FORMAT = Dynamic; -- ---------------------------- -- Records of tb_student -- ---------------------------- INSERT INTO `tb_student` VALUES (101, 0, '小明-经', '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_student` VALUES (102, 0, '小红-经', '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_student` VALUES (103, 0, '小花-经', '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_student` VALUES (114, 1, '张三-经', '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_student` VALUES (115, 1, '李四-经', '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_student` VALUES (116, 1, '王五-经', '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_student` VALUES (201, 0, '小明-计', '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_student` VALUES (202, 0, '小红-计', '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_student` VALUES (203, 0, '小花-计', '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_student` VALUES (214, 1, '张三-计', '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_student` VALUES (215, 1, '李四-计', '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_student` VALUES (216, 1, '王五-计', '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_student` VALUES (301, 0, '小明-文', '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_student` VALUES (302, 0, '小红-文', '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_student` VALUES (303, 0, '小花-文', '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_student` VALUES (314, 1, '张三-文', '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_student` VALUES (315, 1, '李四-文', '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_student` VALUES (316, 1, '王五-文', '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_student` VALUES (401, 0, '小明-挖', '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_student` VALUES (402, 0, '小红-挖', '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_student` VALUES (403, 0, '小花-挖', '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_student` VALUES (414, 1, '张三-挖', '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_student` VALUES (415, 1, '李四-挖', '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_student` VALUES (416, 1, '王五-挖', '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); SET FOREIGN_KEY_CHECKS = 1; SET NAMES utf8mb4; SET FOREIGN_KEY_CHECKS = 0; -- ---------------------------- -- Table structure for tb_score -- ---------------------------- DROP TABLE IF EXISTS `tb_score`; CREATE TABLE `tb_score` ( `id` int(11) NOT NULL AUTO_INCREMENT, `gender` smallint(6) NOT NULL COMMENT '性别,0表示女,1表示男', `profession_id` int(11) NOT NULL COMMENT '专业id', `profession_name` varchar(255) CHARACTER SET utf8 COLLATE utf8_general_ci NOT NULL COMMENT '专业名称', `course_id` int(11) NOT NULL COMMENT '课程id', `course_name` varchar(255) CHARACTER SET utf8 COLLATE utf8_general_ci NOT NULL COMMENT '课程名称', `student_id` int(11) NOT NULL COMMENT '学生id', `student_name` varchar(255) CHARACTER SET utf8 COLLATE utf8_general_ci NOT NULL COMMENT '学生姓名', `exams_version` int(11) NOT NULL COMMENT '考试次数,第一次考不过可以补考,觉得自己没发挥好也可以再考', `exams_date` date NOT NULL COMMENT '考试日期', `score_total` bigint(20) NOT NULL COMMENT '考试成绩', `add_time` datetime(6) NOT NULL, `modify_time` datetime(6) NOT NULL, PRIMARY KEY (`id`) USING BTREE ) ENGINE = InnoDB AUTO_INCREMENT = 487 CHARACTER SET = utf8 COLLATE = utf8_general_ci ROW_FORMAT = Dynamic; -- ---------------------------- -- Records of tb_score -- ---------------------------- INSERT INTO `tb_score` VALUES (7, 0, 1, '经济与管理', 11, '语文-经', 101, '小明-经', 1, '2022-02-11', 77, '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_score` VALUES (8, 0, 1, '经济与管理', 11, '语文-经', 102, '小红-经', 1, '2022-02-11', 60, '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_score` VALUES (9, 0, 1, '经济与管理', 11, '语文-经', 103, '小花-经', 1, '2022-02-11', 50, '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_score` VALUES (10, 1, 1, '经济与管理', 11, '语文-经', 114, '张三-经', 1, '2022-02-11', 100, '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_score` VALUES (11, 1, 1, '经济与管理', 11, '语文-经', 115, '李四-经', 1, '2022-02-11', 80, '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_score` VALUES (12, 1, 1, '经济与管理', 11, '语文-经', 116, '王五-经', 1, '2022-02-11', 90, '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_score` VALUES (13, 0, 1, '经济与管理', 12, '数学-经', 101, '小明-经', 1, '2022-02-11', 69, '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_score` VALUES (14, 0, 1, '经济与管理', 12, '数学-经', 102, '小红-经', 1, '2022-02-11', 60, '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_score` VALUES (15, 0, 1, '经济与管理', 12, '数学-经', 103, '小花-经', 1, '2022-02-11', 55, '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_score` VALUES (16, 1, 1, '经济与管理', 12, '数学-经', 114, '张三-经', 1, '2022-02-11', 35, '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_score` VALUES (17, 1, 1, '经济与管理', 12, '数学-经', 115, '李四-经', 1, '2022-02-11', 88, '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_score` VALUES (18, 1, 1, '经济与管理', 12, '数学-经', 116, '王五-经', 1, '2022-02-11', 90, '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_score` VALUES (19, 0, 1, '经济与管理', 13, '英语-经', 101, '小明-经', 1, '2022-02-11', 89, '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_score` VALUES (20, 0, 1, '经济与管理', 13, '英语-经', 102, '小红-经', 1, '2022-02-11', 60, '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_score` VALUES (21, 0, 1, '经济与管理', 13, '英语-经', 103, '小花-经', 1, '2022-02-11', 70, '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_score` VALUES (22, 1, 1, '经济与管理', 13, '英语-经', 114, '张三-经', 1, '2022-02-11', 100, '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_score` VALUES (23, 1, 1, '经济与管理', 13, '英语-经', 115, '李四-经', 1, '2022-02-11', 10, '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_score` VALUES (24, 1, 1, '经济与管理', 13, '英语-经', 116, '王五-经', 1, '2022-02-11', 90, '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_score` VALUES (25, 0, 1, '经济与管理', 14, '经济学-经', 101, '小明-经', 1, '2022-02-11', 5, '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_score` VALUES (26, 0, 1, '经济与管理', 14, '经济学-经', 102, '小红-经', 1, '2022-02-11', 60, '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_score` VALUES (27, 0, 1, '经济与管理', 14, '经济学-经', 103, '小花-经', 1, '2022-02-11', 9, '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_score` VALUES (28, 1, 1, '经济与管理', 14, '经济学-经', 114, '张三-经', 1, '2022-02-11', 100, '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_score` VALUES (29, 1, 1, '经济与管理', 14, '经济学-经', 115, '李四-经', 1, '2022-02-11', 80, '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_score` VALUES (30, 1, 1, '经济与管理', 14, '经济学-经', 116, '王五-经', 1, '2022-02-11', 90, '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_score` VALUES (31, 0, 2, '计算机', 21, '语文-计', 201, '小明-计', 1, '2022-02-11', 77, '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_score` VALUES (32, 0, 2, '计算机', 21, '语文-计', 202, '小红-计', 1, '2022-02-11', 60, '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_score` VALUES (33, 0, 2, '计算机', 21, '语文-计', 203, '小花-计', 1, '2022-02-11', 50, '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_score` VALUES (34, 1, 2, '计算机', 21, '语文-计', 214, '张三-计', 1, '2022-02-11', 100, '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_score` VALUES (35, 1, 2, '计算机', 21, '语文-计', 215, '李四-计', 1, '2022-02-11', 80, '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_score` VALUES (36, 1, 2, '计算机', 21, '语文-计', 216, '王五-计', 1, '2022-02-11', 90, '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_score` VALUES (37, 0, 2, '计算机', 22, '数学-计', 201, '小明-计', 1, '2022-02-11', 69, '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_score` VALUES (38, 0, 2, '计算机', 22, '数学-计', 202, '小红-计', 1, '2022-02-11', 60, '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_score` VALUES (39, 0, 2, '计算机', 22, '数学-计', 203, '小花-计', 1, '2022-02-11', 55, '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_score` VALUES (40, 1, 2, '计算机', 22, '数学-计', 214, '张三-计', 1, '2022-02-11', 35, '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_score` VALUES (41, 1, 2, '计算机', 22, '数学-计', 215, '李四-计', 1, '2022-02-11', 88, '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_score` VALUES (42, 1, 2, '计算机', 22, '数学-计', 216, '王五-计', 1, '2022-02-11', 90, '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_score` VALUES (43, 0, 2, '计算机', 23, '英语-计', 201, '小明-计', 1, '2022-02-11', 89, '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_score` VALUES (44, 0, 2, '计算机', 23, '英语-计', 202, '小红-计', 1, '2022-02-11', 60, '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_score` VALUES (45, 0, 2, '计算机', 23, '英语-计', 203, '小花-计', 1, '2022-02-11', 70, '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_score` VALUES (46, 1, 2, '计算机', 23, '英语-计', 214, '张三-计', 1, '2022-02-11', 100, '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_score` VALUES (47, 1, 2, '计算机', 23, '英语-计', 215, '李四-计', 1, '2022-02-11', 10, '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_score` VALUES (48, 1, 2, '计算机', 23, '英语-计', 216, '王五-计', 1, '2022-02-11', 90, '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_score` VALUES (49, 0, 2, '计算机', 24, '计算机-计', 201, '小明-计', 1, '2022-02-11', 5, '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_score` VALUES (50, 0, 2, '计算机', 24, '计算机-计', 202, '小红-计', 1, '2022-02-11', 60, '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_score` VALUES (51, 0, 2, '计算机', 24, '计算机-计', 203, '小花-计', 1, '2022-02-11', 9, '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_score` VALUES (52, 1, 2, '计算机', 24, '计算机-计', 214, '张三-计', 1, '2022-02-11', 100, '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_score` VALUES (53, 1, 2, '计算机', 24, '计算机-计', 215, '李四-计', 1, '2022-02-11', 80, '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); INSERT INTO `tb_score` VALUES (54, 1, 2, '计算机', 24, '计算机-计', 216, '王五-计', 1, '2022-02-11', 90, '2022-02-11 17:16:52.000000', '2022-02-11 17:16:54.000000'); 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INSERT INTO `tb_score_summary` VALUES (109, 2, 1, '2022-02-15', 1617, '{\"student_id\":201, \"score_total\":77};{\"student_id\":202, \"score_total\":60};{\"student_id\":203, \"score_total\":50};{\"student_id\":214, \"score_total\":100};{\"student_id\":215, \"score_total\":80};{\"student_id\":216, \"score_total\":90};{\"student_id\":201, \"score_total\":69};{\"student_id\":202, \"score_total\":60};{\"student_id\":203, \"score_total\":55};{\"student_id\":214, \"score_total\":35};{\"student_id\":215, \"score_total\":88};{\"student_id\":216, \"score_total\":90};{\"student_id\":201, \"score_total\":89};{\"student_id\":202, \"score_total\":60};{\"student_id\":203, \"score_total\":70};{\"student_id\":214, \"score_total\":100};{\"student_id\":215, \"score_total\":10};{\"student_id\":216, \"score_total\":90};{\"student_id\":201, \"score_total\":5};{\"student_id\":202, \"score_total\":60};{\"student_id\":203, \"score_total\":9};{\"student_id\":214, \"score_total\":100};{\"student_id\":215, \"score_total\":80};{\"student_id\":216, \"score_total\":90}', '2022-03-05 15:47:43.768280', '2022-03-05 15:47:43.768280'); INSERT INTO `tb_score_summary` VALUES (110, 2, 1, '2022-02-22', 1617, '{\"student_id\":201, \"score_total\":77};{\"student_id\":202, \"score_total\":60};{\"student_id\":203, \"score_total\":50};{\"student_id\":214, \"score_total\":100};{\"student_id\":215, \"score_total\":80};{\"student_id\":216, \"score_total\":90};{\"student_id\":201, \"score_total\":69};{\"student_id\":202, \"score_total\":60};{\"student_id\":203, \"score_total\":55};{\"student_id\":214, \"score_total\":35};{\"student_id\":215, \"score_total\":88};{\"student_id\":216, \"score_total\":90};{\"student_id\":201, \"score_total\":89};{\"student_id\":202, \"score_total\":60};{\"student_id\":203, \"score_total\":70};{\"student_id\":214, \"score_total\":100};{\"student_id\":215, \"score_total\":10};{\"student_id\":216, \"score_total\":90};{\"student_id\":201, \"score_total\":5};{\"student_id\":202, \"score_total\":60};{\"student_id\":203, \"score_total\":9};{\"student_id\":214, \"score_total\":100};{\"student_id\":215, \"score_total\":80};{\"student_id\":216, \"score_total\":90}', '2022-03-05 15:47:43.768280', '2022-03-05 15:47:43.768280'); INSERT INTO `tb_score_summary` VALUES (111, 2, 1, '2022-03-08', 1617, '{\"student_id\":201, \"score_total\":77};{\"student_id\":202, \"score_total\":60};{\"student_id\":203, \"score_total\":50};{\"student_id\":214, \"score_total\":100};{\"student_id\":215, \"score_total\":80};{\"student_id\":216, \"score_total\":90};{\"student_id\":201, \"score_total\":69};{\"student_id\":202, \"score_total\":60};{\"student_id\":203, \"score_total\":55};{\"student_id\":214, \"score_total\":35};{\"student_id\":215, \"score_total\":88};{\"student_id\":216, \"score_total\":90};{\"student_id\":201, \"score_total\":89};{\"student_id\":202, \"score_total\":60};{\"student_id\":203, \"score_total\":70};{\"student_id\":214, \"score_total\":100};{\"student_id\":215, \"score_total\":10};{\"student_id\":216, \"score_total\":90};{\"student_id\":201, \"score_total\":5};{\"student_id\":202, \"score_total\":60};{\"student_id\":203, \"score_total\":9};{\"student_id\":214, \"score_total\":100};{\"student_id\":215, \"score_total\":80};{\"student_id\":216, \"score_total\":90}', '2022-03-05 15:47:43.768280', '2022-03-05 15:47:43.768280'); INSERT INTO `tb_score_summary` VALUES (112, 2, 1, '2022-03-14', 1617, '{\"student_id\":201, \"score_total\":77};{\"student_id\":202, \"score_total\":60};{\"student_id\":203, \"score_total\":50};{\"student_id\":214, \"score_total\":100};{\"student_id\":215, \"score_total\":80};{\"student_id\":216, \"score_total\":90};{\"student_id\":201, \"score_total\":69};{\"student_id\":202, \"score_total\":60};{\"student_id\":203, \"score_total\":55};{\"student_id\":214, \"score_total\":35};{\"student_id\":215, \"score_total\":88};{\"student_id\":216, \"score_total\":90};{\"student_id\":201, \"score_total\":89};{\"student_id\":202, \"score_total\":60};{\"student_id\":203, \"score_total\":70};{\"student_id\":214, \"score_total\":100};{\"student_id\":215, \"score_total\":10};{\"student_id\":216, \"score_total\":90};{\"student_id\":201, \"score_total\":5};{\"student_id\":202, \"score_total\":60};{\"student_id\":203, \"score_total\":9};{\"student_id\":214, \"score_total\":100};{\"student_id\":215, \"score_total\":80};{\"student_id\":216, \"score_total\":90}', '2022-03-05 15:47:43.768280', '2022-03-05 15:47:43.768280'); INSERT INTO `tb_score_summary` VALUES (113, 3, 1, '2022-02-11', 1617, '{\"student_id\":301, \"score_total\":77};{\"student_id\":302, \"score_total\":60};{\"student_id\":303, \"score_total\":50};{\"student_id\":314, \"score_total\":100};{\"student_id\":315, \"score_total\":80};{\"student_id\":316, \"score_total\":90};{\"student_id\":301, \"score_total\":69};{\"student_id\":302, \"score_total\":60};{\"student_id\":303, \"score_total\":55};{\"student_id\":314, \"score_total\":35};{\"student_id\":315, \"score_total\":88};{\"student_id\":316, \"score_total\":90};{\"student_id\":301, \"score_total\":89};{\"student_id\":302, \"score_total\":60};{\"student_id\":303, \"score_total\":70};{\"student_id\":314, \"score_total\":100};{\"student_id\":315, \"score_total\":10};{\"student_id\":316, \"score_total\":90};{\"student_id\":301, \"score_total\":5};{\"student_id\":302, \"score_total\":60};{\"student_id\":303, \"score_total\":9};{\"student_id\":314, \"score_total\":100};{\"student_id\":315, \"score_total\":80};{\"student_id\":316, \"score_total\":90}', '2022-03-05 15:47:43.768280', '2022-03-05 15:47:43.768280'); INSERT INTO `tb_score_summary` VALUES (114, 3, 1, '2022-02-15', 1617, '{\"student_id\":301, \"score_total\":77};{\"student_id\":302, \"score_total\":60};{\"student_id\":303, \"score_total\":50};{\"student_id\":314, \"score_total\":100};{\"student_id\":315, \"score_total\":80};{\"student_id\":316, \"score_total\":90};{\"student_id\":301, \"score_total\":69};{\"student_id\":302, \"score_total\":60};{\"student_id\":303, \"score_total\":55};{\"student_id\":314, \"score_total\":35};{\"student_id\":315, \"score_total\":88};{\"student_id\":316, \"score_total\":90};{\"student_id\":301, \"score_total\":89};{\"student_id\":302, \"score_total\":60};{\"student_id\":303, \"score_total\":70};{\"student_id\":314, \"score_total\":100};{\"student_id\":315, \"score_total\":10};{\"student_id\":316, \"score_total\":90};{\"student_id\":301, \"score_total\":5};{\"student_id\":302, \"score_total\":60};{\"student_id\":303, \"score_total\":9};{\"student_id\":314, \"score_total\":100};{\"student_id\":315, \"score_total\":80};{\"student_id\":316, \"score_total\":90}', '2022-03-05 15:47:43.768280', '2022-03-05 15:47:43.768280'); INSERT INTO `tb_score_summary` VALUES (115, 3, 1, '2022-02-22', 1617, '{\"student_id\":301, \"score_total\":77};{\"student_id\":302, \"score_total\":60};{\"student_id\":303, \"score_total\":50};{\"student_id\":314, \"score_total\":100};{\"student_id\":315, \"score_total\":80};{\"student_id\":316, \"score_total\":90};{\"student_id\":301, \"score_total\":69};{\"student_id\":302, \"score_total\":60};{\"student_id\":303, \"score_total\":55};{\"student_id\":314, \"score_total\":35};{\"student_id\":315, \"score_total\":88};{\"student_id\":316, \"score_total\":90};{\"student_id\":301, \"score_total\":89};{\"student_id\":302, \"score_total\":60};{\"student_id\":303, \"score_total\":70};{\"student_id\":314, \"score_total\":100};{\"student_id\":315, \"score_total\":10};{\"student_id\":316, \"score_total\":90};{\"student_id\":301, \"score_total\":5};{\"student_id\":302, \"score_total\":60};{\"student_id\":303, \"score_total\":9};{\"student_id\":314, \"score_total\":100};{\"student_id\":315, \"score_total\":80};{\"student_id\":316, \"score_total\":90}', '2022-03-05 15:47:43.768280', '2022-03-05 15:47:43.768280'); INSERT INTO `tb_score_summary` VALUES (116, 3, 1, '2022-03-08', 1617, '{\"student_id\":301, \"score_total\":77};{\"student_id\":302, \"score_total\":60};{\"student_id\":303, \"score_total\":50};{\"student_id\":314, \"score_total\":100};{\"student_id\":315, \"score_total\":80};{\"student_id\":316, \"score_total\":90};{\"student_id\":301, \"score_total\":69};{\"student_id\":302, \"score_total\":60};{\"student_id\":303, \"score_total\":55};{\"student_id\":314, \"score_total\":35};{\"student_id\":315, \"score_total\":88};{\"student_id\":316, \"score_total\":90};{\"student_id\":301, \"score_total\":89};{\"student_id\":302, \"score_total\":60};{\"student_id\":303, \"score_total\":70};{\"student_id\":314, \"score_total\":100};{\"student_id\":315, \"score_total\":10};{\"student_id\":316, \"score_total\":90};{\"student_id\":301, \"score_total\":5};{\"student_id\":302, \"score_total\":60};{\"student_id\":303, \"score_total\":9};{\"student_id\":314, \"score_total\":100};{\"student_id\":315, \"score_total\":80};{\"student_id\":316, \"score_total\":90}', '2022-03-05 15:47:43.768280', '2022-03-05 15:47:43.768280'); INSERT INTO `tb_score_summary` VALUES (117, 3, 1, '2022-03-14', 1617, '{\"student_id\":301, \"score_total\":77};{\"student_id\":302, \"score_total\":60};{\"student_id\":303, \"score_total\":50};{\"student_id\":314, \"score_total\":100};{\"student_id\":315, \"score_total\":80};{\"student_id\":316, \"score_total\":90};{\"student_id\":301, \"score_total\":69};{\"student_id\":302, \"score_total\":60};{\"student_id\":303, \"score_total\":55};{\"student_id\":314, \"score_total\":35};{\"student_id\":315, \"score_total\":88};{\"student_id\":316, \"score_total\":90};{\"student_id\":301, \"score_total\":89};{\"student_id\":302, \"score_total\":60};{\"student_id\":303, \"score_total\":70};{\"student_id\":314, \"score_total\":100};{\"student_id\":315, \"score_total\":10};{\"student_id\":316, \"score_total\":90};{\"student_id\":301, \"score_total\":5};{\"student_id\":302, \"score_total\":60};{\"student_id\":303, \"score_total\":9};{\"student_id\":314, \"score_total\":100};{\"student_id\":315, \"score_total\":80};{\"student_id\":316, \"score_total\":90}', '2022-03-05 15:47:43.768280', '2022-03-05 15:47:43.768280'); INSERT INTO `tb_score_summary` VALUES (118, 4, 1, '2022-02-11', 1617, '{\"student_id\":401, \"score_total\":77};{\"student_id\":402, \"score_total\":60};{\"student_id\":403, \"score_total\":50};{\"student_id\":414, \"score_total\":100};{\"student_id\":415, \"score_total\":80};{\"student_id\":416, \"score_total\":90};{\"student_id\":401, \"score_total\":69};{\"student_id\":402, \"score_total\":60};{\"student_id\":403, \"score_total\":55};{\"student_id\":414, \"score_total\":35};{\"student_id\":415, \"score_total\":88};{\"student_id\":416, \"score_total\":90};{\"student_id\":401, \"score_total\":89};{\"student_id\":402, \"score_total\":60};{\"student_id\":403, \"score_total\":70};{\"student_id\":414, \"score_total\":100};{\"student_id\":415, \"score_total\":10};{\"student_id\":416, \"score_total\":90};{\"student_id\":401, \"score_total\":5};{\"student_id\":402, \"score_total\":60};{\"student_id\":403, \"score_total\":9};{\"student_id\":414, \"score_total\":100};{\"student_id\":415, \"score_total\":80};{\"student_id\":416, \"score_total\":90}', '2022-03-05 15:47:43.768280', '2022-03-05 15:47:43.768280'); INSERT INTO `tb_score_summary` VALUES (119, 4, 1, '2022-02-15', 1617, '{\"student_id\":401, \"score_total\":77};{\"student_id\":402, \"score_total\":60};{\"student_id\":403, \"score_total\":50};{\"student_id\":414, \"score_total\":100};{\"student_id\":415, \"score_total\":80};{\"student_id\":416, \"score_total\":90};{\"student_id\":401, \"score_total\":69};{\"student_id\":402, \"score_total\":60};{\"student_id\":403, \"score_total\":55};{\"student_id\":414, \"score_total\":35};{\"student_id\":415, \"score_total\":88};{\"student_id\":416, \"score_total\":90};{\"student_id\":401, \"score_total\":89};{\"student_id\":402, \"score_total\":60};{\"student_id\":403, \"score_total\":70};{\"student_id\":414, \"score_total\":100};{\"student_id\":415, \"score_total\":10};{\"student_id\":416, \"score_total\":90};{\"student_id\":401, \"score_total\":5};{\"student_id\":402, \"score_total\":60};{\"student_id\":403, \"score_total\":9};{\"student_id\":414, \"score_total\":100};{\"student_id\":415, \"score_total\":80};{\"student_id\":416, \"score_total\":90}', '2022-03-05 15:47:43.768280', '2022-03-05 15:47:43.768280'); INSERT INTO `tb_score_summary` VALUES (120, 4, 1, '2022-02-22', 1617, '{\"student_id\":401, \"score_total\":77};{\"student_id\":402, \"score_total\":60};{\"student_id\":403, \"score_total\":50};{\"student_id\":414, \"score_total\":100};{\"student_id\":415, \"score_total\":80};{\"student_id\":416, \"score_total\":90};{\"student_id\":401, \"score_total\":69};{\"student_id\":402, \"score_total\":60};{\"student_id\":403, \"score_total\":55};{\"student_id\":414, \"score_total\":35};{\"student_id\":415, \"score_total\":88};{\"student_id\":416, \"score_total\":90};{\"student_id\":401, \"score_total\":89};{\"student_id\":402, \"score_total\":60};{\"student_id\":403, \"score_total\":70};{\"student_id\":414, \"score_total\":100};{\"student_id\":415, \"score_total\":10};{\"student_id\":416, \"score_total\":90};{\"student_id\":401, \"score_total\":5};{\"student_id\":402, \"score_total\":60};{\"student_id\":403, \"score_total\":9};{\"student_id\":414, \"score_total\":100};{\"student_id\":415, \"score_total\":80};{\"student_id\":416, \"score_total\":90}', '2022-03-05 15:47:43.768280', '2022-03-05 15:47:43.768280'); INSERT INTO `tb_score_summary` VALUES (121, 4, 1, '2022-03-08', 1617, '{\"student_id\":401, \"score_total\":77};{\"student_id\":402, \"score_total\":60};{\"student_id\":403, \"score_total\":50};{\"student_id\":414, \"score_total\":100};{\"student_id\":415, \"score_total\":80};{\"student_id\":416, \"score_total\":90};{\"student_id\":401, \"score_total\":69};{\"student_id\":402, \"score_total\":60};{\"student_id\":403, \"score_total\":55};{\"student_id\":414, \"score_total\":35};{\"student_id\":415, \"score_total\":88};{\"student_id\":416, \"score_total\":90};{\"student_id\":401, \"score_total\":89};{\"student_id\":402, \"score_total\":60};{\"student_id\":403, \"score_total\":70};{\"student_id\":414, \"score_total\":100};{\"student_id\":415, \"score_total\":10};{\"student_id\":416, \"score_total\":90};{\"student_id\":401, \"score_total\":5};{\"student_id\":402, \"score_total\":60};{\"student_id\":403, \"score_total\":9};{\"student_id\":414, \"score_total\":100};{\"student_id\":415, \"score_total\":80};{\"student_id\":416, \"score_total\":90}', '2022-03-05 15:47:43.768280', '2022-03-05 15:47:43.768280'); INSERT INTO `tb_score_summary` VALUES (122, 4, 1, '2022-03-14', 1617, '{\"student_id\":401, \"score_total\":77};{\"student_id\":402, \"score_total\":60};{\"student_id\":403, \"score_total\":50};{\"student_id\":414, \"score_total\":100};{\"student_id\":415, \"score_total\":80};{\"student_id\":416, \"score_total\":90};{\"student_id\":401, \"score_total\":69};{\"student_id\":402, \"score_total\":60};{\"student_id\":403, \"score_total\":55};{\"student_id\":414, \"score_total\":35};{\"student_id\":415, \"score_total\":88};{\"student_id\":416, \"score_total\":90};{\"student_id\":401, \"score_total\":89};{\"student_id\":402, \"score_total\":60};{\"student_id\":403, \"score_total\":70};{\"student_id\":414, \"score_total\":100};{\"student_id\":415, \"score_total\":10};{\"student_id\":416, \"score_total\":90};{\"student_id\":401, \"score_total\":5};{\"student_id\":402, \"score_total\":60};{\"student_id\":403, \"score_total\":9};{\"student_id\":414, \"score_total\":100};{\"student_id\":415, \"score_total\":80};{\"student_id\":416, \"score_total\":90}', '2022-03-05 15:47:43.768280', '2022-03-05 15:47:43.768280'); SET FOREIGN_KEY_CHECKS = 1;
![](https://images.cnblogs.com/OutliningIndicators/ContractedBlock.gif)
DELETE FROM tb_score_summary; INSERT INTO tb_score_summary (profession_id,exams_date,exams_version,score_total,total_concat) SELECT profession_id,exams_date,exams_version,score_total,total_concat FROM (SELECT profession_id,exams_date,exams_version,SUM(score_total) AS score_total, GROUP_CONCAT(CONCAT('{"student_id":', student_id, ', "score_total":',score_total,'}') SEPARATOR ';') as total_concat FROM tb_score GROUP BY profession_id,exams_date,exams_version) AS tb