【NLP舆情分析】基于python微博舆情分析可视化系统(flask+pandas+echarts) 视频教程 - 用户注册实现

发布于:2025-07-22 ⋅ 阅读:(18) ⋅ 点赞:(0)

大家好,我是java1234_小锋老师,最近写了一套【NLP舆情分析】基于python微博舆情分析可视化系统(flask+pandas+echarts)视频教程,持续更新中,计划月底更新完,感谢支持。今天讲解用户注册实现

视频在线地址:

2026版【NLP舆情分析】基于python微博舆情分析可视化系统(flask+pandas+echarts+爬虫) 视频教程 (火爆连载更新中..)_哔哩哔哩_bilibili

课程简介:


本课程采用主流的Python技术栈实现,Mysql8数据库,Flask后端,Pandas数据分析,前端可视化图表采用echarts,以及requests库,snowNLP进行情感分析,词频统计,包括大量的数据统计及分析技巧。

实现了,用户登录,注册,爬取微博帖子和评论信息,进行了热词统计以及舆情分析,以及基于echarts实现了数据可视化,包括微博文章分析,微博IP分析,微博评论分析,微博舆情分析。最后也基于wordcloud库实现了词云图,包括微博内容词云图,微博评论词云图,微博评论用户词云图等功能。

用户注册实现

我们再来实现下注册功能。

首先提供下前端静态网页模版register.html,放到templates下

<!doctype html>
<html lang="en">
<head>
    <meta charset="utf-8">
    <meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no">
    <title>用户注册</title>
    <link rel="shortcut icon" href="{{ url_for('static', filename='favicon.ico') }}" type="image/x-icon">
    <link rel="stylesheet" href="/static/css/backend-plugin.min.css">
    <link rel="stylesheet" href="/static/css/backend.css">
</head>
<body class=" ">
<!-- loader Start -->
<div id="loading">
    <div id="loading-center">
    </div>
</div>
<!-- loader END -->

<div class="wrapper">
    <section class="login-content">
        <div class="container h-100">
            <div class="row align-items-center justify-content-center h-100">
                <div class="col-md-5">
                    <div class="card p-3">
                        <div class="card-body">
                            <div class="auth-logo">
                                <img src="/static/picture/logo.png" class="img-fluid  rounded-normal  darkmode-logo"
                                     alt="logo">
                                <img src="/static/picture/logo-dark.png" class="img-fluid rounded-normal light-logo"
                                     alt="logo">
                            </div>
                            <h3 class="mb-3 font-weight-bold text-center">用户注册</h3>


                            <div class="mb-5">
                                <p class="line-around text-secondary mb-0"><span
                                        class="line-around-1">微博舆情分析管理系统</span>
                                </p>
                            </div>
                            <form>
                                <div class="row">
                                    <div class="col-lg-12">
                                        <div class="form-group">
                                            <label class="text-secondary">用户名:</label>
                                            <input class="form-control" id="username" name="username" type="text"
                                                   placeholder="请输入用户名...">
                                        </div>
                                    </div>
                                    <div class="col-lg-12 mt-2">
                                        <div class="form-group">
                                            <div class="d-flex justify-content-between align-items-center">
                                                <label class="text-secondary">密码:</label>
                                            </div>
                                            <input class="form-control" id="password" name="password" type="password"
                                                   placeholder="请输入密码...">
                                        </div>
                                    </div>
                                    <div class="col-lg-12 mt-2">
                                        <div class="form-group">
                                            <div class="d-flex justify-content-between align-items-center">
                                                <label class="text-secondary">确认密码:</label>
                                            </div>
                                            <input class="form-control" id="password2" name="password2" type="password"
                                                   placeholder="请输入确认密码...">
                                        </div>
                                    </div>
                                </div>
                                <button type="button" onclick="submitForm()" class="btn btn-primary btn-block mt-2">登录
                                </button>
                                <div class="col-lg-12 mt-3">
                                    <p class="mb-0 text-center"><font id="info" color="red"></font>&nbsp;&nbsp;已有账号?
                                        <a
                                                href="/user/login">用户登录</a></p>
                                </div>
                            </form>
                        </div>
                    </div>
                </div>
            </div>
        </div>
    </section>
</div>
<script>
    function submitForm() {
        let username = $("#username").val()
        let password = $("#password").val()
        let password2 = $("#password2").val()
        if (username == "") {
            $("#info").text("用户名不能为空!")
            return false;
        }
        if (password == "") {
            $("#info").text("密码不能为空!")
            return false;
        }
        if (password2 == "") {
            $("#info").text("确认密码不能为空!")
            return false;
        }
        if (password != password2) {
            $("#info").text("确认密码不正确!")
            return false;
        }
        $.post('/user/register', {
            'username': username,
            'password': password,
            'password2': password2
        }, function (result) {
            if (result.error) {
                $("#info").text(result.info)
            } else {
                $("#info").text("注册成功!")
            }
        })
    }
</script>
<!-- Backend Bundle JavaScript -->
<script src="/static/js/backend-bundle.min.js"></script>
<!-- Chart Custom JavaScript -->
<script src="/static/js/customizer.js"></script>

<script src="/static/js/sidebar.js"></script>

<!-- Flextree Javascript-->
<script src="/static/js/flex-tree.min.js"></script>
<script src="/static/js/tree.js"></script>

<!-- Table Treeview JavaScript -->
<script src="/static/js/table-treeview.js"></script>

<!-- SweetAlert JavaScript -->
<script src="/static/js/sweetalert.js"></script>

<!-- Vectoe Map JavaScript -->
<script src="/static/js/vector-map-custom.js"></script>

<!-- Chart Custom JavaScript -->
<script src="/static/js/chart-custom.js"></script>
<script src="/static/js/01.js"></script>
<script src="/static/js/02.js"></script>

<!-- slider JavaScript -->
<script src="/static/js/slider.js"></script>

<!-- Emoji picker -->
<script src="/static/js/index.js" type="module"></script>


<!-- app JavaScript -->
<script src="/static/js/app.js"></script>
</body>
</html>

userDao.py里实现add()注册添加用户方法以及判断用户名是否重复的getByUserName()方法:

def add(user: User):
    """
    注册添加用户
    :param user:
    :return:
    """
    con = None
    try:
        con = dbUtil.getCon()
        cursor = con.cursor()
        cursor.execute(
            f"insert into t_user values(null,'{user.username}','{user.password}','{user.createtime}')")
        return cursor.fetchone()
    except Exception as e:
        print(e)
        con.rollback()
        return None
    finally:
        dbUtil.closeCon(con)
def getByUserName(username):
    """
    根据用户名查询用户信息
    :param username:
    :return:
    """
    con = None
    try:
        con = dbUtil.getCon()
        cursor = con.cursor()
        sql = "SELECT username from t_user"
        if username != None and username != '':
            sql += f" where username='{username}'"
        print(sql)
        cursor.execute(sql)
        return cursor.rowcount
    except Exception as e:
        print(e)
        con.rollback()
        return None
    finally:
        dbUtil.closeCon(con)

user.py里实现用户注册业务逻辑方法register()

@ub.route('/register', methods=['GET', 'POST'])
def register():
    """
    用户注册
    :return:
    """
    if request.method == 'GET':
        return render_template('register.html')
    else:
        username = request.values.get('username')
        password = request.values.get('password')
        password2 = request.values.get('password2')
        if username is None or username.strip() == '':
            return jsonify(error=True, info='用户名不能为空!')
        if password is None or password.strip() == '':
            return jsonify(error=True, info='密码不能为空!')
        if password2 is None or password2.strip() == '':
            return jsonify(error=True, info='确认密码不能为空!')
        if password != password2:
            return jsonify(error=True, info='确认密码不正确!')
        # 检查用户名重复
        if len(userDao.getByUserName(username)):
            return jsonify(error=True, info='该用户名已存在!')
        else:
            user = User(username, MD5Utility.encrypt(password))
            user.createtime = datetime.now()
            if userDao.add(user) > 0:
                return jsonify(success=True, info='OK')
            else:
                return jsonify(error=True, info='注册失败,请联系管理员!')

运行测试:


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