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<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>OpenEnv Dashboard</title>
<script src="https://cdn.tailwindcss.com"></script>
<script src="https://cdn.jsdelivr.net/npm/chart.js"></script>
<script>
tailwind.config = {
theme: {
extend: {
colors: {
bgmain: '#0a0a0a',
cardbg: '#141414',
borderc: '#262626',
accent: '#ffb380',
accenthover: '#ffc8a3',
textprim: '#e5e5e5',
textsec: '#737373',
},
fontFamily: {
mono: ['ui-monospace', 'SFMono-Regular', 'Menlo', 'Monaco', 'Consolas', 'monospace'],
sans: ['Inter', 'ui-sans-serif', 'system-ui', '-apple-system', 'sans-serif'],
}
}
}
}
</script>
<style>
@import url('https://fonts.googleapis.com/css2?family=Inter:wght@400;500;600;700&display=swap');
body {
font-family: 'Inter', sans-serif;
background-color: #0a0a0a;
color: #e5e5e5;
}
.custom-scrollbar::-webkit-scrollbar {
width: 6px;
}
.custom-scrollbar::-webkit-scrollbar-track {
background: #141414;
}
.custom-scrollbar::-webkit-scrollbar-thumb {
background: #262626;
border-radius: 4px;
}
</style>
</head>
<body class="h-screen flex overflow-hidden">
<!-- Sidebar -->
<div class="w-72 border-r border-borderc bg-bgmain flex flex-col p-5 shrink-0">
<div class="flex items-center gap-3 mb-10">
<div class="w-6 h-6 bg-accent rounded-md flex items-center justify-center">
<span class="text-bgmain text-xs font-bold shadow-lg">OE</span>
</div>
<div class="text-sm">
<span class="font-bold text-textprim block">OpenEnv</span>
<span class="text-textsec text-xs">dynamic guardrail console</span>
</div>
</div>
<div class="mb-8">
<h3 class="text-xs font-bold text-textsec uppercase tracking-widest mb-3">Data Explorer</h3>
<div class="w-full bg-bgmain border border-borderc text-textprim text-sm rounded p-2 mb-2 font-mono">
[LIVE_STREAM] metrics.jsonl
</div>
<p class="text-xs text-textsec mb-4">Streaming 120-step telemetry direct from GRPO Trainer.</p>
</div>
<div class="mt-auto border-t border-borderc pt-4">
<h3 class="text-xs font-bold text-textsec uppercase tracking-widest mb-3">Proxy Integration</h3>
<div class="flex items-center gap-2">
<span class="relative flex h-2 w-2">
<span
class="animate-ping absolute inline-flex h-full w-full rounded-full bg-accent opacity-75"></span>
<span class="relative inline-flex rounded-full h-2 w-2 bg-accent"></span>
</span>
<span id="sse-status" class="text-xs text-textprim">Monitoring SSE loop...</span>
</div>
</div>
</div>
<!-- Main Content -->
<div class="flex-1 flex flex-col overflow-y-auto custom-scrollbar p-8 bg-[url('data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSI4IiBoZWlnaHQ9IjgiPgo8cmVjdCB3aWR0aD0iOCIgaGVpZ2h0PSI4IiBmaWxsPSIjMGEwYTBhIj48L3JlY3Q+CjxwYXRoIGQ9Ik0wIDBMOCA4Wk04IDBMMCA4WiIgc3Ryb2tlPSIjMTExIiBzdHJva2Utd2lkdGg9IjEuNSI+PC9wYXRoPgo8L3N2Zz4=')] bg-opacity-10"
style="background-blend-mode: overlay;">
<!-- Header -->
<div class="flex justify-between items-end mb-6 bg-bgmain p-4 rounded-xl border border-borderc shadow-lg">
<div>
<h1 class="text-2xl font-semibold text-textprim" id="header-title">Optimized Agent | 50 Steps</h1>
<p class="text-sm text-textsec mt-1">Multi-Objective Log-Barrier Reward Surface</p>
</div>
<div
class="px-3 py-1 border border-borderc rounded shadow text-xs font-mono text-textsec flex items-center gap-2 bg-cardbg">
<div class="w-2 h-2 rounded-full bg-emerald-500 shadow-[0_0_8px_rgba(16,185,129,0.8)]"></div> READY
</div>
</div>
<!-- Metrics Row -->
<div class="bg-cardbg border border-borderc rounded-lg p-5 mb-6 shadow-md">
<h3 class="text-xs text-textsec font-mono uppercase tracking-wide mb-4">Performance Overview</h3>
<div class="grid grid-cols-4 gap-6 divide-x divide-borderc">
<div class="px-2">
<p class="text-xs text-textsec uppercase mb-1">Rolling Recall</p>
<p class="text-2xl font-mono text-textprim" id="metric-recall">--%</p>
<p class="text-xs text-emerald-500 font-mono mt-1">Target ≥ 95.0%</p>
</div>
<div class="px-6">
<p class="text-xs text-textsec uppercase mb-1">Rolling FPR</p>
<p class="text-2xl font-mono text-textprim" id="metric-fpr">--%</p>
<p class="text-xs text-red-400 font-mono mt-1">Target < 5.0%</p>
</div>
<div class="px-6">
<p class="text-xs text-textsec uppercase mb-1">Current Step</p>
<p class="text-2xl font-mono text-textprim" id="metric-step">--</p>
<p class="text-xs text-textsec font-mono mt-1">Max 120</p>
</div>
<div class="px-6">
<p class="text-xs text-textsec uppercase mb-1">Reward</p>
<p class="text-2xl font-mono text-textprim" id="metric-reward">--</p>
<p class="text-xs text-textsec font-mono mt-1">Log-Barrier Metric</p>
</div>
</div>
</div>
<!-- Charts Row -->
<div class="grid grid-cols-2 gap-6 mb-6 h-72">
<div class="bg-cardbg border border-borderc rounded-lg p-5 flex flex-col shadow-md">
<div class="flex justify-between mb-2">
<h3 class="text-xs text-textsec font-mono uppercase tracking-wide">Reward: Baseline vs Trained</h3>
<span class="text-xs text-borderc font-mono border border-borderc px-1 rounded">Delta</span>
</div>
<div class="flex-1 relative">
<canvas id="chart-reward"></canvas>
</div>
</div>
<div class="bg-cardbg border border-borderc rounded-lg p-5 flex flex-col shadow-md">
<div class="flex justify-between mb-2">
<h3 class="text-xs text-textsec font-mono uppercase tracking-wide">FPR: Baseline vs Trained</h3>
</div>
<div class="flex-1 relative">
<canvas id="chart-fpr"></canvas>
</div>
</div>
</div>
<!-- Bottom Row (AST & Threat Feed) -->
<div class="grid grid-cols-1 lg:grid-cols-2 gap-6 pb-6">
<!-- AST Visualizer -->
<div
class="bg-cardbg border border-borderc rounded-lg p-5 flex flex-col min-h-[300px] max-h-[350px] shadow-md">
<h3 class="text-xs text-textsec font-mono uppercase tracking-wide mb-4">Synthesized Guardrail AST
Validation</h3>
<div class="flex-1 bg-bgmain border border-borderc p-4 rounded font-mono text-sm overflow-auto text-[#6ee7b7] custom-scrollbar shadow-inner whitespace-pre"
id="ast-viewer">...</div>
</div>
<!-- Live Threat Feed -->
<div
class="bg-cardbg border border-borderc rounded-lg p-5 flex flex-col min-h-[300px] max-h-[350px] shadow-md bg-opacity-95">
<div class="flex justify-between items-center mb-4">
<h3 class="text-xs text-textsec font-mono uppercase tracking-wide">Live Threat Feed</h3>
<div class="flex items-center gap-2">
<span
class="w-2 h-2 rounded-full bg-red-500 animate-pulse shadow-[0_0_8px_rgba(239,68,68,0.8)]"></span>
<span class="text-[10px] text-textsec font-mono uppercase">Intercepting TCP Stream</span>
</div>
</div>
<div class="flex-1 border border-borderc p-3 rounded font-mono text-xs overflow-y-auto custom-scrollbar shadow-inner flex flex-col gap-2 bg-[#050505]"
id="threat-feed">
<div class="text-textsec italic text-center mt-10">Awaiting traffic packets...</div>
</div>
</div>
</div>
</div>
<!-- Data Logic -->
<script>
// Chart Setup
Chart.defaults.color = '#737373';
Chart.defaults.font.family = 'ui-monospace, SFMono-Regular, Consolas, monospace';
const chartOptions = {
responsive: true, maintainAspectRatio: false,
plugins: { legend: { display: true, position: 'bottom', labels: { boxWidth: 12 } } },
scales: {
x: {
grid: { color: '#262626' },
title: { display: true, text: 'Training Iterations' }
},
y: {
grid: { color: '#262626' },
title: { display: true, text: 'Mean Reward Score' }
}
},
elements: { point: { radius: 0, hitRadius: 10 }, line: { tension: 0.3 } }
};
const ctxReward = document.getElementById('chart-reward').getContext('2d');
const rewardChart = new Chart(ctxReward, {
type: 'line',
data: {
labels: [], datasets: [
{ label: 'Agent Reward', borderColor: '#ffb380', borderWidth: 2, data: [] },
{ label: 'Static Regex Baseline', borderColor: '#ef4444', borderWidth: 2, borderDash: [5, 5], data: [] }
]
},
options: chartOptions
});
const ctxFpr = document.getElementById('chart-fpr').getContext('2d');
const fprChart = new Chart(ctxFpr, {
type: 'line',
data: {
labels: [],
datasets: [
{ label: 'Trained FPR', borderColor: '#ef4444', borderWidth: 2, data: [] },
{ label: 'Baseline FPR', borderColor: '#737373', borderWidth: 2, borderDash: [5, 5], data: [] }
]
},
options: chartOptions
});
const BASELINE_REWARD = -8.0;
const MAX_REWARD = 0.0;
const ROLLING_WINDOW = 20;
function toNumber(value, fallback = null) {
const n = Number(value);
return Number.isFinite(n) ? n : fallback;
}
function clamp(value, min, max) {
return Math.max(min, Math.min(max, value));
}
function toPercent(value) {
return (value * 100).toFixed(1) + '%';
}
function extractMetric(raw) {
if (!raw || typeof raw !== 'object') return null;
const payload = (raw.payload && typeof raw.payload === 'object') ? raw.payload : raw;
const reward =
toNumber(payload.reward, null) ??
toNumber(payload["rewards/openenv_reward_func/mean"], null) ??
toNumber(payload?.rewards?.openenv_reward_func?.mean, null) ??
toNumber(raw["rewards/openenv_reward_func/mean"], null);
if (reward === null) return null;
const step =
toNumber(payload.step, null) ??
toNumber(payload.global_step, null) ??
toNumber(raw.step, null) ??
toNumber(raw.global_step, null);
return {
step,
reward,
ast_json: payload.ast_json ?? raw.ast_json ?? null,
recent_traffic: Array.isArray(payload.recent_traffic) ? payload.recent_traffic : []
};
}
function deriveRollingStatsFromReward(dataArray) {
const window = dataArray.slice(-ROLLING_WINDOW);
if (window.length === 0) {
return { recall: 0, fpr: 0 };
}
const normalized = window.map((point) => {
// Map [-8.0, 0.0] -> [0, 1], clamp for out-of-range values.
return clamp((point.reward - BASELINE_REWARD) / (MAX_REWARD - BASELINE_REWARD), 0, 1);
});
const recall = normalized.reduce((acc, v) => acc + v, 0) / normalized.length;
const fpr = normalized.reduce((acc, v) => acc + (1 - v), 0) / normalized.length;
return { recall, fpr };
}
function renderDOM(dataArray) {
if (!dataArray || dataArray.length === 0) return;
// Reset Chart Traces
rewardChart.data.labels = [];
rewardChart.data.datasets[0].data = [];
rewardChart.data.datasets[1].data = [];
fprChart.data.labels = [];
fprChart.data.datasets[0].data = [];
fprChart.data.datasets[1].data = [];
dataArray.forEach(d => {
rewardChart.data.labels.push(d.step);
rewardChart.data.datasets[0].data.push(d.reward);
rewardChart.data.datasets[1].data.push(BASELINE_REWARD);
fprChart.data.labels.push(d.step);
const derived = deriveRollingStatsFromReward([d]);
fprChart.data.datasets[0].data.push(derived.fpr * 100);
fprChart.data.datasets[1].data.push(100.0);
});
rewardChart.update();
fprChart.update();
// Card Snapshot
const last = dataArray[dataArray.length - 1];
const rolling = deriveRollingStatsFromReward(dataArray);
document.getElementById('metric-recall').innerText = toPercent(rolling.recall);
document.getElementById('metric-fpr').innerText = toPercent(rolling.fpr);
document.getElementById('metric-step').innerText = last.step;
document.getElementById('metric-reward').innerText = last.reward.toFixed(2);
// Print Output Code Block
let displayAst = last.ast_json;
if (typeof displayAst === 'string') {
try {
displayAst = JSON.parse(displayAst);
} catch (e) { }
}
document.getElementById('ast-viewer').innerText = JSON.stringify(displayAst, null, 4);
// Render Live Threat Feed
const feedContainer = document.getElementById('threat-feed');
feedContainer.innerHTML = '';
if (last.recent_traffic && last.recent_traffic.length > 0) {
last.recent_traffic.forEach(item => {
const el = document.createElement('div');
el.className = "flex gap-3 p-2 border-l-4 rounded-r-md bg-[#111] bg-opacity-80 leading-tight items-start transition-all";
let prefix = "";
let textColor = "";
let borderColor = "";
if (item.is_malicious && item.was_blocked) {
prefix = "[🛡️ BLOCKED]";
textColor = "text-red-400";
borderColor = "border-red-500";
} else if (!item.is_malicious && !item.was_blocked) {
prefix = "[✅ ALLOWED]";
textColor = "text-emerald-400";
borderColor = "border-emerald-500";
} else if (item.is_malicious && !item.was_blocked) {
prefix = "[⚠️ BREACH]";
textColor = "text-orange-400";
borderColor = "border-orange-500";
el.classList.add("bg-orange-950", "bg-opacity-20");
} else { // !item.is_malicious && item.was_blocked
prefix = "[❌ F-POSITV]";
textColor = "text-slate-500";
borderColor = "border-slate-600";
}
el.classList.add(borderColor);
el.innerHTML = `<span class="shrink-0 select-none ${textColor} w-[100px] font-bold text-[10px] tracking-wider pt-0.5">${prefix}</span> <span class="${textColor} break-all opacity-90">${item.prompt_text}</span>`;
feedContainer.appendChild(el);
});
} else {
feedContainer.innerHTML = '<div class="text-textsec italic text-center mt-10">No traffic detected in this cycle.</div>';
}
}
// --- Event Listeners ---
const liveEventSource = new EventSource("/stream");
let activeLiveStreamBuffer = [];
let stepCounter = 0;
let playbackQueue = [];
let playbackInterval = null;
function processQueue() {
if (playbackQueue.length === 0) {
clearInterval(playbackInterval);
playbackInterval = null;
return;
}
const metric = playbackQueue.shift();
activeLiveStreamBuffer.push(metric);
if (activeLiveStreamBuffer.length > 120) activeLiveStreamBuffer.shift();
renderDOM(activeLiveStreamBuffer);
}
liveEventSource.onmessage = (event) => {
try {
const rawData = JSON.parse(event.data);
const metric = extractMetric(rawData);
if (!metric) {
return;
}
if (metric.step === null || metric.step <= stepCounter) {
stepCounter += 1;
metric.step = stepCounter;
} else {
stepCounter = metric.step;
}
document.getElementById('sse-status').innerText = "Live SSE Packets Receiving...";
playbackQueue.push(metric);
if (!playbackInterval) {
playbackInterval = setInterval(processQueue, 200);
}
} catch (e) {
document.getElementById('sse-status').innerText = "Malformed stream packet ignored.";
}
};
liveEventSource.onerror = () => {
document.getElementById('sse-status').innerText = "Waiting for pipeline...";
};
// Initial Boot Setup
document.getElementById('header-title').innerText = 'Live Evaluation Session | Streaming';
renderDOM([{
step: 0,
reward: BASELINE_REWARD,
ast_json: { "status": "Waiting for live pipeline... Run inference to begin streaming." },
recent_traffic: []
}]);
</script>
</body>
</html> |