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feat: update assessment portal

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jiang
2026-07-06 16:53:06 +08:00
parent a75e857c71
commit f385f9747b
17 changed files with 1866 additions and 884 deletions
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templates/result.html
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{% extends "base.html" %}
<!DOCTYPE html>
<html lang="zh-CN">
<head>
<title>预测结果 </title>
{% set active_page = "result" %}
{% block title %}预测结果 | 供水管道健康评估系统{% endblock %}
<meta charset="utf-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<script src="https://cdn.tailwindcss.com?plugins=forms,container-queries"></script>
<link href="https://fonts.googleapis.com/css2?family=Inter:wght@400;500;600;700;800&family=Manrope:wght@700;800&display=swap" rel="stylesheet" />
<link href="https://fonts.googleapis.com/css2?family=Material+Symbols+Outlined:wght,FILL@100..700,0..1&display=swap" rel="stylesheet" />
<script>
tailwind.config = {
darkMode: 'class',
theme: {
extend: {
colors: {
primary: '#005EB8',
primaryDeep: '#0c4188',
page: '#f3f5f8',
card: '#ffffff',
line: '#e5e7eb',
textMain: '#0f172a',
textSub: '#64748b',
blueSoft: '#eaf3ff',
bluePanel: '#1d4f9a',
outline: '#c7ced8',
successSoft: '#e9f8ee',
successText: '#16a34a',
warnSoft: '#fff4e8',
warnText: '#c2410c',
dangerSoft: '#fff0f0',
dangerText: '#dc2626',
lowCard: '#f8fafc'
},
fontFamily: {
headline: ['Manrope', 'Inter', 'sans-serif'],
body: ['Inter', 'sans-serif']
},
boxShadow: {
soft: '0 24px 24px -12px rgba(24,28,30,.06)',
card: '0 10px 25px rgba(15, 23, 42, .06)'
}
}
}
}
</script>
<style>
.material-symbols-outlined {
font-variation-settings: 'FILL' 0, 'wght' 400, 'GRAD' 0, 'opsz' 24;
vertical-align: middle;
}
body { font-family: 'Inter', sans-serif; }
h1, h2, h3, h4 { font-family: 'Manrope', 'Inter', sans-serif; }
.dot-grid {
background-image: radial-gradient(circle at 1px 1px, rgba(148,163,184,.30) 1.2px, transparent 0);
background-size: 42px 42px;
}
.panel-frame {
box-shadow: none;
border: none;
}
.gradient-board {
background: linear-gradient(180deg, #2455a3 0%, #123e7d 100%);
}
.spinner {
width: 18px; height: 18px; border-radius: 9999px;
border: 2px solid rgba(255,255,255,.35); border-top-color: #fff;
animation: spin .75s linear infinite;
}
@keyframes spin { to { transform: rotate(360deg); } }
</style>
{% block content %}
{% if result %}
<div class="mb-6 flex flex-col gap-4 lg:flex-row lg:items-end lg:justify-between">
<div>
<h1 class="text-3xl font-extrabold tracking-tight sm:text-4xl">预测结果</h1>
<p class="mt-2 text-sm text-textSub">文件：<span class="font-semibold text-textMain">{{ result.original_filename }}</span> · 生成于 {{ result.generated_at }}</p>
</div>
<div class="flex flex-wrap gap-3">
<a href="{{ url_for('main.home') }}" class="ui-btn ui-btn-secondary">
<span class="material-symbols-outlined text-lg">refresh</span>
重新分析
</a>
<a href="{{ result.excel_url }}" class="ui-btn ui-btn-primary">
<span class="material-symbols-outlined text-lg">download</span>
导出结果表
</a>
</div>
</div>
</head>
<body class="bg-page min-h-screen text-textMain">
<header class="sticky top-0 z-30 bg-white border-b border-line">
<div class="px-6 lg:px-10">
<div class="h-16 flex items-center justify-between gap-4">
<div class="flex items-center gap-10">
<div class="flex items-center gap-2 text-[18px] font-extrabold tracking-tight">
<span class="material-symbols-outlined text-primary">water_drop</span>
<span>供水管道健康评估系统</span>
</div>
<nav class="hidden md:flex items-center gap-7 text-[13px] font-semibold self-stretch">
<a href="{{ url_for('main.home') }}" class="flex items-center text-slate-500 hover:text-primary border-b-2 border-transparent">主页</a>
<a href="{{ url_for('main.result_page') }}" class="flex items-center text-primary border-b-2 border-primary">结果</a>
<a href="{{ url_for('main.history_page') }}" class="flex items-center text-slate-500 hover:text-primary border-b-2 border-transparent">历史</a>
{% if current_user.is_admin %}
<a href="{{ url_for('main.admin_dashboard') }}" class="flex items-center text-slate-500 hover:text-primary border-b-2 border-transparent">管理</a>
{% endif %}
</nav>
</div>
<div class="flex items-center gap-4 text-slate-600">
<span class="material-symbols-outlined">notifications</span>
<span class="material-symbols-outlined">help</span>
<div class="h-8 w-px bg-slate-200"></div>
<div class="flex items-center gap-3 text-sm font-semibold">
<div class="w-8 h-8 rounded-full bg-primary flex items-center justify-center text-white text-xs">{{ current_user.username[:1]|upper }}</div>
<form method="post" action="{{ url_for('main.logout') }}">
<input type="hidden" name="csrf_token" value="{{ csrf_token() }}">
<button class="text-textMain" type="submit">退出登录</button>
</form>
</div>
</div>
</div>
<div class="grid items-stretch gap-6 lg:grid-cols-[minmax(0,1fr)_360px]">
<section class="rounded-lg border border-line bg-white p-5 shadow-panel sm:p-6">
<div class="mb-4">
<h2 class="text-xl font-extrabold">管道剩余寿命动态评估</h2>
<p class="mt-1 text-sm text-textSub">生存概率随时间变化的阶梯曲线。</p>
</div>
</header>
<div class="rounded-md border border-line bg-slate-50 p-3">
<img src="{{ result.image_url }}" alt="生存概率阶梯图" class="h-auto w-full rounded bg-white object-contain">
</div>
<div class="mt-4 rounded-md border border-blue-100 bg-blueSoft p-4 text-sm leading-6 text-textSub">
<span class="font-bold text-textMain">分析说明：</span>{{ result.analysis_text }}
</div>
</section>
<main class="px-6 lg:px-10 py-8">
{% if result %}
<div class="rounded-[14px] bg-blueSoft border border-blue-100 p-4 flex items-center justify-between gap-4 mb-8">
<div class="flex items-center gap-3">
<div class="w-12 h-12 rounded-xl bg-primary text-white flex items-center justify-center">
<span class="material-symbols-outlined">description</span>
</div>
<div>
<div class="font-bold">数据分析报告: <span class="text-primary font-mono">{{ result.original_filename }}</span></div>
<div class="text-xs text-textSub mt-1">基于上传数据生成的实时分析报告 • 生成于: {{ result.generated_at }}</div>
</div>
</div>
<div class="flex items-center gap-4 text-xs font-semibold">
<div class="text-successText flex items-center gap-1"><span class="material-symbols-outlined text-base">check_circle</span>数据源已验证</div>
<a href="{{ url_for('main.home') }}" class="text-primary">返回主页</a>
</div>
<aside class="flex flex-col gap-6">
<section class="rounded-lg border border-line bg-white p-5 shadow-panel">
<h2 class="text-lg font-extrabold">报告摘要</h2>
<dl class="mt-4 space-y-3 text-sm">
<div class="flex justify-between gap-4"><dt class="text-textSub">样本数量</dt><dd class="font-bold">{{ result.sample_count }}</dd></div>
<div class="flex justify-between gap-4"><dt class="text-textSub">显示样本</dt><dd class="font-bold">{{ result.summary_rows|length }}</dd></div>
<div class="flex justify-between gap-4"><dt class="text-textSub">输出文件</dt><dd class="font-bold">电子表格</dd></div>
</dl>
<a href="{{ result.excel_url }}" class="ui-btn ui-btn-secondary mt-5 w-full text-primary">
<span class="material-symbols-outlined text-lg">table_view</span>
查看完整样本列表
</a>
</section>
<section class="flex flex-1 flex-col rounded-lg border border-line bg-white p-5 shadow-panel">
<h2 class="text-lg font-extrabold">样本预览</h2>
<div class="mt-4 overflow-hidden rounded-md border border-line">
<table class="w-full text-sm">
<thead class="bg-slate-50 text-xs font-bold text-textSub">
<tr>
<th class="px-3 py-3 text-left">管道编号</th>
<th class="px-3 py-3 text-left">等级</th>
</tr>
</thead>
<tbody>
{% for item in result.summary_rows %}
<tr class="border-t border-line">
<td class="px-3 py-3 font-semibold">{{ item.pipe_id }}</td>
<td class="px-3 py-3"><span class="inline-flex rounded-full px-2.5 py-1 text-xs font-bold {{ item.grade_class }}">{{ item.grade_label }}</span></td>
</tr>
{% endfor %}
</tbody>
</table>
</div>
</section>
</aside>
<div class="flex flex-col md:flex-row md:items-end justify-between gap-5 mb-6">
<h1 class="text-[64px] leading-none font-extrabold tracking-tight">预测结果</h1>
<div class="flex flex-wrap gap-3">
<a href="{{ url_for('main.home') }}" class="px-6 py-4 rounded-xl border border-slate-200 bg-white font-semibold flex items-center gap-2">
<span class="material-symbols-outlined">refresh</span>重新运行分析
</a>
<a href="{{ result.excel_url }}" class="px-6 py-4 rounded-xl bg-primary text-white font-semibold flex items-center gap-2 shadow-lg shadow-blue-200">
<span class="material-symbols-outlined">download</span>导出预测报告 (Excel)
</a>
</div>
{% if result.importance_url %}
<section class="rounded-lg border border-line bg-white p-5 shadow-panel sm:p-6">
<div class="mb-4">
<h2 class="text-xl font-extrabold">模型输入因素重要性排序</h2>
<p class="mt-1 text-sm text-textSub">各输入因素对预测结果的相对影响程度。</p>
</div>
<div class="grid lg:grid-cols-[1.08fr_.92fr] gap-6 items-start">
<section class="bg-[#fafafa] rounded-[18px] border border-slate-200 p-6 shadow-soft">
<div class="flex items-center justify-between mb-4">
<h2 class="text-[28px] font-extrabold">供水管道健康状态评估等级</h2>
<span class="px-3 py-1 rounded-full text-[11px] font-bold bg-slate-100 text-slate-500"></span>
</div>
<div class="grid grid-cols-2 xl:grid-cols-5 gap-3 mb-5 text-sm">
<div class="rounded-xl bg-dangerSoft p-3 border border-red-100"><div class="text-dangerText font-extrabold">I级</div><div class="text-xs mt-1">(0, 0.2]</div><div class="text-xs mt-1 font-semibold">管道安全风险十分严重，需立刻进行抢修或更新改造</div></div>
<div class="rounded-xl bg-orange-50 p-3 border border-orange-100"><div class="text-orange-600 font-extrabold">II级</div><div class="text-xs mt-1">(0.2, 0.4]</div><div class="text-xs mt-1 font-semibold">管道安全风险较为严重，需尽快安排检修及加频巡检</div></div>
<div class="rounded-xl bg-amber-50 p-3 border border-amber-100"><div class="text-amber-600 font-extrabold">III级</div><div class="text-xs mt-1">(0.4, 0.6]</div><div class="text-xs mt-1 font-semibold">管道安全风险较低，需安排定期巡检</div></div>
<div class="rounded-xl bg-blue-50 p-3 border border-blue-100"><div class="text-blue-600 font-extrabold">IV级</div><div class="text-xs mt-1">(0.6, 0.8]</div><div class="text-xs mt-1 font-semibold">管道安全风险较小，维持常规巡视</div></div>
<div class="rounded-xl bg-blueSoft p-3 border border-blue-100"><div class="text-primary font-extrabold">V级</div><div class="text-xs mt-1">(0.8, 1]</div><div class="text-xs mt-1 font-semibold">管道安全，维持常规巡视</div></div>
</div>
<div class="rounded-2xl bg-white border border-slate-200 overflow-hidden">
<table class="w-full text-sm">
<thead class="bg-slate-50 text-slate-500 text-xs uppercase tracking-[0.12em]">
<tr>
<th class="text-left px-5 py-4">管道编号</th>
<th class="text-left px-5 py-4">健康等级</th>
</tr>
</thead>
<tbody>
{% for item in result.summary_rows %}
<tr class="border-t border-slate-100">
<td class="px-5 py-4 font-semibold">{{ item.pipe_id }}</td>
<td class="px-5 py-4">
<span class="inline-flex items-center px-3 py-1 rounded-full text-xs font-bold {{ item.grade_class }}">{{ item.grade_label }}</span>
</td>
</tr>
{% endfor %}
</tbody>
</table>
<div class="px-5 py-4 text-xs text-textSub flex items-center justify-between">
<span>共 {{ result.sample_count }} 个样本，显示 {{ result.summary_rows|length }} 条</span>
<a href="{{ result.excel_url }}" class="text-primary font-semibold">查看完整样本列表</a>
</div>
</div>
</section>
<section class="bg-[#fafafa] rounded-[18px] border border-slate-200 p-6 shadow-soft">
<div class="flex flex-wrap items-center justify-between gap-3 mb-4">
<div>
<h2 class="text-[28px] font-extrabold">管道剩余寿命动态评估</h2>
<p class="text-sm text-textSub mt-1">生存曲线拟合</p>
</div>
</div>
<div class="bg-white rounded-xl border border-slate-200 p-4">
<img src="{{ result.image_url }}" alt="生存概率阶梯图" class="w-full h-auto object-contain">
</div>
<div class="mt-5 bg-blueSoft rounded-xl border border-blue-100 p-4 flex items-start gap-3 text-sm text-textSub leading-6">
<span class="material-symbols-outlined text-primary mt-0.5">info</span>
<p><span class="font-bold text-textMain">分析说明：</span>{{ result.analysis_text }}</p>
</div>
</section>
<div class="rounded-md border border-line bg-slate-50 p-3">
<img src="{{ result.importance_url }}" alt="模型输入因素重要性排序图" class="h-auto w-full rounded bg-white object-contain">
</div>
</section>
{% endif %}
{% if result.importance_url %}
<section class="bg-[#fafafa] rounded-[18px] border border-slate-200 p-6 shadow-soft mt-6">
<div class="flex flex-wrap items-center justify-between gap-3 mb-4">
<div>
<h2 class="text-[28px] font-extrabold">模型输入因素重要性排序</h2>
<p class="text-sm text-textSub mt-1">各输入因素对预测结果的相对影响程度</p>
</div>
</div>
<div class="bg-white rounded-xl border border-slate-200 p-4">
<img src="{{ result.importance_url }}" alt="模型输入因素重要性排序图" class="w-full h-auto object-contain">
</div>
<div class="mt-5 bg-blueSoft rounded-xl border border-blue-100 p-4 flex items-start gap-3 text-sm text-textSub leading-6">
<span class="material-symbols-outlined text-primary mt-0.5">insights</span>
<p><span class="font-bold text-textMain">说明：</span>柱状图按重要性从高到低展示各输入因素对模型预测结果的相对贡献，数值为归一化占比，可用于辅助识别影响管道健康状态的关键因素。</p>
</div>
</section>
{% endif %}
{% else %}
<div class="rounded-2xl bg-white border border-slate-200 p-10 text-center text-textSub">当前还没有预测结果，请先从主页上传文件并运行预测。</div>
{% endif %}
</main>
<footer class="px-6 lg:px-10 py-6 border-t border-line text-[12px] text-slate-500 flex items-center justify-between">
<span>预测结果仅供参考</span>
<div class="flex gap-6"><span></span><span></span><span></span><span></span></div>
</footer>
</body>
</html>
<aside class="flex flex-col rounded-lg border border-line bg-white p-5 shadow-panel lg:col-start-2">
<h2 class="text-lg font-extrabold">健康等级说明</h2>
<div class="mt-4 grid flex-1 gap-2 text-sm">
<div class="rounded-md border border-red-100 bg-dangerSoft p-3"><div class="font-extrabold text-dangerText">I级 · (0, 0.2]</div><p class="mt-1 text-xs leading-5">风险十分严重，需立刻抢修或更新改造。</p></div>
<div class="rounded-md border border-orange-100 bg-orange-50 p-3"><div class="font-extrabold text-orange-600">II级 · (0.2, 0.4]</div><p class="mt-1 text-xs leading-5">风险较为严重，需尽快检修并加频巡检。</p></div>
<div class="rounded-md border border-amber-100 bg-amber-50 p-3"><div class="font-extrabold text-amber-600">III级 · (0.4, 0.6]</div><p class="mt-1 text-xs leading-5">风险较低，安排定期巡检。</p></div>
<div class="rounded-md border border-blue-100 bg-blue-50 p-3"><div class="font-extrabold text-blue-600">IV级 · (0.6, 0.8]</div><p class="mt-1 text-xs leading-5">风险较小，维持常规巡视。</p></div>
<div class="rounded-md border border-blue-100 bg-blueSoft p-3"><div class="font-extrabold text-primary">V级 · (0.8, 1]</div><p class="mt-1 text-xs leading-5">管道安全，维持常规巡视。</p></div>
</div>
</aside>
</div>
{% else %}
<section class="rounded-lg border border-line bg-white p-10 text-center shadow-panel">
<span class="material-symbols-outlined text-5xl text-primary">monitoring</span>
<h1 class="mt-4 text-2xl font-extrabold">当前还没有预测结果</h1>
<p class="mt-2 text-sm text-textSub">请先从主页上传文件并运行预测。</p>
<a href="{{ url_for('main.home') }}" class="ui-btn ui-btn-primary mt-6">
<span class="material-symbols-outlined text-lg">upload_file</span>
去上传数据
</a>
</section>
{% endif %}
{% endblock %}