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  • Navicat premium 、python 操作 MySQL

    Navicat使用

    1. 测试+链接数据库
    2. 新建库
    3. 新建表,新增字段+类型+约束
    4. 设计表:外键
    5. 新建查询
    6. 建立表模型
    注意:
    批量加注释:ctrl+?键
    批量去注释:ctrl+shift+?键

    练习题

      导出的sql语句代码

    /*
     数据导入:
     Navicat Premium Data Transfer
    
     Source Server         : localhost
     Source Server Type    : MySQL
     Source Server Version : 50624
     Source Host           : localhost
     Source Database       : sqlexam
    
     Target Server Type    : MySQL
     Target Server Version : 50624
     File Encoding         : utf-8
    
     Date: 10/21/2016 06:46:46 AM
    */
    
    SET NAMES utf8;
    SET FOREIGN_KEY_CHECKS = 0;
    
    -- ----------------------------
    --  Table structure for `class`
    -- ----------------------------
    DROP TABLE IF EXISTS `class`;
    CREATE TABLE `class` (
      `cid` int(11) NOT NULL AUTO_INCREMENT,
      `caption` varchar(32) NOT NULL,
      PRIMARY KEY (`cid`)
    ) ENGINE=InnoDB AUTO_INCREMENT=5 DEFAULT CHARSET=utf8;
    
    -- ----------------------------
    --  Records of `class`
    -- ----------------------------
    BEGIN;
    INSERT INTO `class` VALUES ('1', '三年二班'), ('2', '三年三班'), ('3', '一年二班'), ('4', '二年九班');
    COMMIT;
    
    -- ----------------------------
    --  Table structure for `course`
    -- ----------------------------
    DROP TABLE IF EXISTS `course`;
    CREATE TABLE `course` (
      `cid` int(11) NOT NULL AUTO_INCREMENT,
      `cname` varchar(32) NOT NULL,
      `teacher_id` int(11) NOT NULL,
      PRIMARY KEY (`cid`),
      KEY `fk_course_teacher` (`teacher_id`),
      CONSTRAINT `fk_course_teacher` FOREIGN KEY (`teacher_id`) REFERENCES `teacher` (`tid`)
    ) ENGINE=InnoDB AUTO_INCREMENT=5 DEFAULT CHARSET=utf8;
    
    -- ----------------------------
    --  Records of `course`
    -- ----------------------------
    BEGIN;
    INSERT INTO `course` VALUES ('1', '生物', '1'), ('2', '物理', '2'), ('3', '体育', '3'), ('4', '美术', '2');
    COMMIT;
    
    -- ----------------------------
    --  Table structure for `score`
    -- ----------------------------
    DROP TABLE IF EXISTS `score`;
    CREATE TABLE `score` (
      `sid` int(11) NOT NULL AUTO_INCREMENT,
      `student_id` int(11) NOT NULL,
      `course_id` int(11) NOT NULL,
      `num` int(11) NOT NULL,
      PRIMARY KEY (`sid`),
      KEY `fk_score_student` (`student_id`),
      KEY `fk_score_course` (`course_id`),
      CONSTRAINT `fk_score_course` FOREIGN KEY (`course_id`) REFERENCES `course` (`cid`),
      CONSTRAINT `fk_score_student` FOREIGN KEY (`student_id`) REFERENCES `student` (`sid`)
    ) ENGINE=InnoDB AUTO_INCREMENT=53 DEFAULT CHARSET=utf8;
    
    -- ----------------------------
    --  Records of `score`
    -- ----------------------------
    BEGIN;
    INSERT INTO `score` VALUES ('1', '1', '1', '10'), ('2', '1', '2', '9'), ('5', '1', '4', '66'), ('6', '2', '1', '8'), ('8', '2', '3', '68'), ('9', '2', '4', '99'), ('10', '3', '1', '77'), ('11', '3', '2', '66'), ('12', '3', '3', '87'), ('13', '3', '4', '99'), ('14', '4', '1', '79'), ('15', '4', '2', '11'), ('16', '4', '3', '67'), ('17', '4', '4', '100'), ('18', '5', '1', '79'), ('19', '5', '2', '11'), ('20', '5', '3', '67'), ('21', '5', '4', '100'), ('22', '6', '1', '9'), ('23', '6', '2', '100'), ('24', '6', '3', '67'), ('25', '6', '4', '100'), ('26', '7', '1', '9'), ('27', '7', '2', '100'), ('28', '7', '3', '67'), ('29', '7', '4', '88'), ('30', '8', '1', '9'), ('31', '8', '2', '100'), ('32', '8', '3', '67'), ('33', '8', '4', '88'), ('34', '9', '1', '91'), ('35', '9', '2', '88'), ('36', '9', '3', '67'), ('37', '9', '4', '22'), ('38', '10', '1', '90'), ('39', '10', '2', '77'), ('40', '10', '3', '43'), ('41', '10', '4', '87'), ('42', '11', '1', '90'), ('43', '11', '2', '77'), ('44', '11', '3', '43'), ('45', '11', '4', '87'), ('46', '12', '1', '90'), ('47', '12', '2', '77'), ('48', '12', '3', '43'), ('49', '12', '4', '87'), ('52', '13', '3', '87');
    COMMIT;
    
    -- ----------------------------
    --  Table structure for `student`
    -- ----------------------------
    DROP TABLE IF EXISTS `student`;
    CREATE TABLE `student` (
      `sid` int(11) NOT NULL AUTO_INCREMENT,
      `gender` char(1) NOT NULL,
      `class_id` int(11) NOT NULL,
      `sname` varchar(32) NOT NULL,
      PRIMARY KEY (`sid`),
      KEY `fk_class` (`class_id`),
      CONSTRAINT `fk_class` FOREIGN KEY (`class_id`) REFERENCES `class` (`cid`)
    ) ENGINE=InnoDB AUTO_INCREMENT=17 DEFAULT CHARSET=utf8;
    
    -- ----------------------------
    --  Records of `student`
    -- ----------------------------
    BEGIN;
    INSERT INTO `student` VALUES ('1', '', '1', '理解'), ('2', '', '1', '钢蛋'), ('3', '', '1', '张三'), ('4', '', '1', '张一'), ('5', '', '1', '张二'), ('6', '', '1', '张四'), ('7', '', '2', '铁锤'), ('8', '', '2', '李三'), ('9', '', '2', '李一'), ('10', '', '2', '李二'), ('11', '', '2', '李四'), ('12', '', '3', '如花'), ('13', '', '3', '刘三'), ('14', '', '3', '刘一'), ('15', '', '3', '刘二'), ('16', '', '3', '刘四');
    COMMIT;
    
    -- ----------------------------
    --  Table structure for `teacher`
    -- ----------------------------
    DROP TABLE IF EXISTS `teacher`;
    CREATE TABLE `teacher` (
      `tid` int(11) NOT NULL AUTO_INCREMENT,
      `tname` varchar(32) NOT NULL,
      PRIMARY KEY (`tid`)
    ) ENGINE=InnoDB AUTO_INCREMENT=6 DEFAULT CHARSET=utf8;
    
    -- ----------------------------
    --  Records of `teacher`
    -- ----------------------------
    BEGIN;
    INSERT INTO `teacher` VALUES ('1', '张磊老师'), ('2', '李平老师'), ('3', '刘海燕老师'), ('4', '朱云海老师'), ('5', '李杰老师');
    COMMIT;
    
    SET FOREIGN_KEY_CHECKS = 1;
    .sql文件内容
    拷贝上述代码,新建一个.sql文件,保存到桌面
    打开navicat新建数据库db1,选中新建的数据库鼠标右键选择运行SQL文件(GBK)
    弹出文件框,选中刚刚保存到桌面的.sql文件即可

    快速建表

    #准备表、记录  >>> 命令行
    mysql> create database db1;
    mysql> use db1;
    mysql> source /root/init.sql
    
    # navicat建表

    练习题题目

    1、查询所有的课程的名称以及对应的任课老师姓名
    2、查询平均成绩大于八十分的同学的姓名和平均成绩
    3、 查询没有报李平老师课的学生姓名
    4、 查询没有同时选修物理课程和体育课程的学生姓名
    5、 查询挂科超过两门(包括两门)的学生姓名和班级
    # 1、查询所有的课程的名称以及对应的任课老师姓名
    SELECT
        course.cname,
        teacher.tname
    FROM
        course
    INNER JOIN teacher ON course.teacher_id = teacher.tid;
    # 2、查询平均成绩大于八十分的同学的姓名和平均成绩
    SELECT
        student.sname,
        t1.avg_num
    FROM
        student
    INNER JOIN (
        SELECT
            student_id,
            avg(num) AS avg_num
        FROM
            score
        GROUP BY
            student_id
        HAVING
            avg(num) > 80
    ) AS t1 ON student.sid = t1.student_id;
    # 3、 查询没有报李平老师课的学生姓名(找出报名李平老师课程的学生,然后取反就可以)
    SELECT
        student.sname
    FROM
        student
    WHERE
        sid NOT IN (
            SELECT DISTINCT
                student_id
            FROM
                score
            WHERE
                course_id IN (
                    SELECT
                        course.cid
                    FROM
                        course
                    INNER JOIN teacher ON course.teacher_id = teacher.tid
                    WHERE
                        teacher.tname = '李平老师'
                )
        );
    # 4、 查询没有同时选修物理课程和体育课程的学生姓名(没有同时选修指的是选修了一门的,思路是得到物理+体育课程的学生信息表,然后基于学生分组,统计count(课程)=1)
    SELECT
        student.sname
    FROM
        student
    WHERE
        sid IN (
            SELECT
                student_id
            FROM
                score
            WHERE
                course_id IN (
                    SELECT
                        cid
                    FROM
                        course
                    WHERE
                        cname = '物理'
                    OR cname = '体育'
                )
            GROUP BY
                student_id
            HAVING
                COUNT(course_id) = 1
        );
    
    # 5、 查询挂科超过两门(包括两门)的学生姓名和班级
    select student.sname,class.caption from class INNER JOIN student
        on class.cid = student.class_id
        WHERE student.sid in 
        (select student_id from score where num < 60
        GROUP BY student_id
        HAVING COUNT(course_id) >=2)
        ;

    pymysql模块

    # 1.安装:pip3 insatll pymysql
    
    # 2.代码链接
    import pymysql
    #链接
    conn=pymysql.connect(
      host='localhost',
      user='root',
      password='123',
      database='egon',
      charset='utf8')
    #游标
    cursor=conn.cursor() #执行完毕返回的结果集默认以元组显示
    #cursor=conn.cursor(cursor=pymysql.cursors.DictCursor)  # 以字典的方式显示数据
    
    # 3.pymysql操作数据库
    #执行sql语句
    user = input(">>>:").strip()
    pwd = input(">>>:").strip()
    sql='select * from userinfo where name="%s" and password="%s"' %(user,pwd) #注意%s需要加引号
    
    rows=cursor.execute(sql) #执行sql语句,返回sql查询成功的记录数目
    # 获取真实数据cursor.fetchone(),cursor.fetchall(),cursor.fetchmany(),类似管道取值,获取一条,所有,多条
    
    cursor.scroll(1,'relative')  # 相对移动
    cursor.scroll(3,'absolute')  # 绝对移动
    
    
    cursor.close()
    conn.close()

    sql注入问题

    username = input(">>>:").strip()
    password = input(">>>:").strip()
    sql = "select * from user where username='%s' and password='%s'"%(username,password)
    
    # 用户名正确
    username >>>: jason' -- jjsakfjjdkjjkjs
    # 用户名密码都不对的情况
    username >>>: xxx' or 1=1 --asdjkdklqwjdjkjasdljad
    password >>>: ''

    增删改

    #
    sql = "insert into user(username,password) values(%s,%s)"
    rows = cursor.excute(sql,('jason','123'))
    
    # 修改
    sql = "update user set username='jasonDSB' where id=1"
    rows = cursor.excute(sql)
    
    """
    增和改单单执行excute并不会真正影响到数据,需要再执行conn.commit()才可以完成真正的增改
    """
    
    # 一次插入多行记录
    res = cursor,excutemany(sql,[(),(),()]

     

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  • 原文地址:https://www.cnblogs.com/zhouyongv5/p/10877646.html
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