{% extends "base.html" %}
{% from "components/help_macros.html" import tooltip, help_panel, help_step, help_tip, privacy_note %}
{% set active_page = 'metrics' %}
{% block title %}Metrics Dashboard - Deep Research System{% endblock %}
{% block extra_head %}
<link rel="stylesheet" href="/static/css/metrics.css">
{% endblock %}
{% block content %}
<div class="ldr-page active" id="metrics">
    <div class="ldr-page-header" style="display: flex; align-items: center; justify-content: space-between;">
        <div style="display: flex; align-items: center; gap: 1rem;">
            <h1>Metrics Dashboard</h1>
            <a href="/metrics/star-reviews" class="ldr-nav-link-btn ldr-nav-accent">
                ⭐ Star Reviews
            </a>
            <a href="/metrics/costs" class="ldr-nav-link-btn ldr-nav-success">
                💰 Cost Analytics
            </a>
            <a href="/metrics/context-overflow" class="ldr-nav-link-btn ldr-nav-warning">
                ⚠️ Context Overflow
            </a>
            <a href="/metrics/links" class="ldr-nav-link-btn ldr-nav-info">
                🔗 Link Analytics
            </a>
            <a href="{{ url_for('metrics.journal_quality') }}" class="ldr-nav-link-btn ldr-nav-accent">
                📔 Journals
            </a>
        </div>
        <div style="display: flex; gap: 2rem; align-items: center;">
            <!-- Research Mode Filter -->
            <div class="ldr-time-range-selector">
                <span style="color: var(--text-secondary); margin-right: 0.5rem; font-size: 0.875rem;">Research Mode:</span>
                <button class="ldr-time-range-btn" data-mode="quick">Quick Summary</button>
                <button class="ldr-time-range-btn" data-mode="detailed">Detailed</button>
                <button class="ldr-time-range-btn active" data-mode="all">All</button>
            </div>
            <!-- Time Range Filter -->
            <div class="ldr-time-range-selector">
                <span style="color: var(--text-secondary); margin-right: 0.5rem; font-size: 0.875rem;">Time Range:</span>
                <button class="ldr-time-range-btn active" data-period="30d">30D</button>
                <button class="ldr-time-range-btn" data-period="7d">7D</button>
                <button class="ldr-time-range-btn" data-period="3m">3M</button>
                <button class="ldr-time-range-btn" data-period="1y">1Y</button>
                <button class="ldr-time-range-btn" data-period="all">All</button>
            </div>
        </div>
    </div>
    <!-- Understanding Metrics Help Panel -->
    {% call help_panel('metrics-how', 'Understanding Metrics', icon='tachometer-alt', collapsed=true, dismissible=true) %}
    <div class="ldr-help-steps">
        {{ help_step(1, "Token Usage", "Tokens are pieces of text (roughly 4 characters or 3/4 of a word). Higher token counts = longer research but more thorough results.") }}
        {{ help_step(2, "Cost Estimates", "Costs are calculated from token usage and model pricing. Local models (Ollama) show $0.00 as they run on your hardware.") }}
        {{ help_step(3, "Performance", "Response time and success rate help identify slow or problematic model configurations.") }}
        {{ help_step(4, "Ratings", "Your satisfaction ratings help track which models and settings produce the best results for your needs.") }}
    </div>
    {{ privacy_note("All metrics are calculated locally. Your usage data never leaves your device.") }}
    {% endcall %}
    <div id="loading" class="ldr-loading-spinner">
        <i class="fas fa-spinner fa-spin fa-2x"></i>
        <p>Loading metrics...</p>
    </div>
    <div id="error" class="ldr-error-message" style="display: none;">
        <i class="fas fa-exclamation-circle fa-2x"></i>
        <p>Error loading metrics</p>
    </div>
    <div id="metrics-content" style="display: none;">
        <!-- Key Metrics Overview -->
        <div class="ldr-card">
            <div class="card-header">
                <h2><i class="fas fa-tachometer-alt"></i> System Overview</h2>
            </div>
            <div class="ldr-card-content">
                <!-- Primary Metrics -->
                <div class="ldr-metrics-grid">
                    <div class="ldr-metric-card ldr-expandable-card">
                        <div class="ldr-metric-main" id="token-toggle-btn" onclick="toggleTokenDetails()" role="button" tabindex="0" aria-expanded="false" onkeydown="if(event.key==='Enter'||event.key===' '){event.preventDefault();this.click();}">
                            <div class="ldr-metric-icon">
                                <i class="fas fa-coins"></i>
                            </div>
                            <div class="ldr-metric-label ldr-tooltip" data-tooltip="Total input + output tokens consumed by all LLM calls in the selected time period">
                                Total Tokens Used
                                <i class="fas fa-info-circle ldr-info-icon"></i>
                            </div>
                            <div class="ldr-metric-value" id="total-tokens">0</div>
                            <div class="ldr-expand-icon">
                                <i class="fas fa-chevron-down" id="token-expand-icon"></i>
                            </div>
                        </div>
                        <div class="ldr-metric-details" id="token-details" style="display: none;">
                            <div class="ldr-token-breakdown">
                                <div class="ldr-breakdown-section">
                                    <h4 class="ldr-tooltip" data-tooltip="Average tokens consumed per research session">Average</h4>
                                    <div class="ldr-breakdown-grid">
                                        <div class="ldr-breakdown-item">
                                            <span class="ldr-breakdown-label">Input:</span>
                                            <span class="ldr-breakdown-value" id="avg-input-tokens">0</span>
                                        </div>
                                        <div class="ldr-breakdown-item">
                                            <span class="ldr-breakdown-label">Output:</span>
                                            <span class="ldr-breakdown-value" id="avg-output-tokens">0</span>
                                        </div>
                                        <div class="ldr-breakdown-item ldr-total">
                                            <span class="ldr-breakdown-label">Total:</span>
                                            <span class="ldr-breakdown-value" id="avg-total-tokens">0</span>
                                        </div>
                                    </div>
                                </div>
                                <div class="ldr-breakdown-section">
                                    <h4 class="ldr-tooltip" data-tooltip="Total tokens consumed across all research sessions">Total Usage</h4>
                                    <div class="ldr-breakdown-grid">
                                        <div class="ldr-breakdown-item">
                                            <span class="ldr-breakdown-label">Input:</span>
                                            <span class="ldr-breakdown-value" id="total-input-tokens">0</span>
                                        </div>
                                        <div class="ldr-breakdown-item">
                                            <span class="ldr-breakdown-label">Output:</span>
                                            <span class="ldr-breakdown-value" id="total-output-tokens">0</span>
                                        </div>
                                        <div class="ldr-breakdown-item ldr-total">
                                            <span class="ldr-breakdown-label">Total:</span>
                                            <span class="ldr-breakdown-value" id="total-all-tokens">0</span>
                                        </div>
                                    </div>
                                </div>
                            </div>
                        </div>
                    </div>
                    <div class="ldr-metric-card">
                        <div class="ldr-metric-icon">
                            <i class="fas fa-search"></i>
                        </div>
                        <div class="ldr-metric-label ldr-tooltip" data-tooltip="Number of research sessions that used LLM tokens in the selected time period">
                            Total Researches
                            <i class="fas fa-info-circle ldr-info-icon"></i>
                        </div>
                        <div class="ldr-metric-value" id="total-researches">0</div>
                    </div>
                    <div class="ldr-metric-card">
                        <div class="ldr-metric-icon">
                            <i class="fas fa-tachometer-alt"></i>
                        </div>
                        <div class="ldr-metric-label ldr-tooltip" data-tooltip="Average time for LLM calls to complete, measured from request to response">
                            Avg Response Time (All)
                            <i class="fas fa-info-circle ldr-info-icon"></i>
                        </div>
                        <div class="ldr-metric-value" id="avg-response-time">0s</div>
                    </div>
                    <div class="ldr-metric-card">
                        <div class="ldr-metric-icon">
                            <i class="fas fa-check-circle"></i>
                        </div>
                        <div class="ldr-metric-label ldr-tooltip" data-tooltip="Percentage of LLM calls that completed successfully without errors">
                            Success Rate
                            <i class="fas fa-info-circle ldr-info-icon"></i>
                        </div>
                        <div class="ldr-metric-value" id="success-rate">0%</div>
                    </div>
                    <div class="ldr-metric-card">
                        <div class="ldr-metric-icon">
                            <i class="fas fa-ldr-star"></i>
                        </div>
                        <div class="ldr-metric-label ldr-tooltip" data-tooltip="Average user satisfaction rating (1-5 stars) for research sessions. All rating data is stored locally on your device only and never shared.">
                            User Satisfaction
                            <i class="fas fa-info-circle ldr-info-icon"></i>
                        </div>
                        <div class="ldr-metric-value" id="avg-user-rating">-</div>
                    </div>
                    <div class="ldr-metric-card ldr-expandable-card" id="cost-toggle-btn" onclick="toggleCostDetails()" role="button" tabindex="0" aria-expanded="false" onkeydown="if(event.key==='Enter'||event.key===' '){event.preventDefault();this.click();}">
                        <div class="ldr-metric-icon">
                            <i class="fas fa-dollar-sign"></i>
                        </div>
                        <div class="ldr-metric-header">
                            <div class="ldr-metric-label ldr-tooltip" data-tooltip="Estimated cost based on token usage and current model pricing. Costs are calculated using static pricing data for major LLM providers.">
                                Estimated Cost
                                <i class="fas fa-info-circle ldr-info-icon"></i>
                            </div>
                            <div class="ldr-metric-value" id="total-cost">-</div>
                            <div class="ldr-expand-icon">
                                <i class="fas fa-chevron-down" id="cost-expand-icon"></i>
                            </div>
                        </div>
                        <div class="ldr-metric-details" id="cost-details" style="display: none;">
                            <div class="ldr-cost-breakdown">
                                <div class="ldr-breakdown-section">
                                    <h4 class="ldr-tooltip" data-tooltip="Average cost per research session">Average Cost</h4>
                                    <div class="ldr-breakdown-grid">
                                        <div class="ldr-breakdown-item">
                                            <span class="ldr-breakdown-label">Per Research:</span>
                                            <span class="ldr-breakdown-value" id="avg-cost-per-research">$0.00</span>
                                        </div>
                                        <div class="ldr-breakdown-item">
                                            <span class="ldr-breakdown-label">Per Token:</span>
                                            <span class="ldr-breakdown-value" id="avg-cost-per-token">$0.000000</span>
                                        </div>
                                    </div>
                                </div>
                                <div class="ldr-breakdown-section">
                                    <h4 class="ldr-tooltip" data-tooltip="Cost breakdown by token type">Cost Breakdown</h4>
                                    <div class="ldr-breakdown-grid">
                                        <div class="ldr-breakdown-item">
                                            <span class="ldr-breakdown-label">Input Tokens:</span>
                                            <span class="ldr-breakdown-value" id="total-input-cost">$0.00</span>
                                        </div>
                                        <div class="ldr-breakdown-item">
                                            <span class="ldr-breakdown-label">Output Tokens:</span>
                                            <span class="ldr-breakdown-value" id="total-output-cost">$0.00</span>
                                        </div>
                                        <div class="ldr-breakdown-item ldr-total">
                                            <span class="ldr-breakdown-label">Total:</span>
                                            <span class="ldr-breakdown-value" id="total-cost-breakdown">$0.00</span>
                                        </div>
                                    </div>
                                </div>
                            </div>
                        </div>
                    </div>
                </div>
                <!-- Charts Section -->
                <div style="margin-top: 2rem; display: grid; grid-template-columns: 1fr 1fr; gap: 2rem;">
                    <!-- Token Consumption Chart -->
                    <div>
                        <h3><i class="fas fa-chart-line"></i> Token Consumption Over Time</h3>
                        <div class="ldr-chart-container" style="height: 400px;">
                            <canvas id="time-series-chart"></canvas>
                        </div>
                    </div>
                    <!-- Search Activity Chart -->
                    <div>
                        <h3><i class="fas fa-search"></i> Search Activity Over Time</h3>
                        <div class="ldr-chart-container" style="height: 400px;">
                            <canvas id="search-activity-chart"></canvas>
                        </div>
                    </div>
                </div>
            </div>
        </div>
        <!-- Models & Performance -->
        <div class="ldr-card" style="margin-top: 2rem;">
            <div class="card-header">
                <h2><i class="fas fa-robot"></i> Models & Performance</h2>
            </div>
            <div class="ldr-card-content">
                <div style="display: grid; grid-template-columns: 1fr 1fr; gap: 2rem;">
                    <!-- Model Usage List -->
                    <div>
                        <h3><i class="fas fa-list"></i> Model Usage</h3>
                        <div class="ldr-model-usage-list" id="model-usage-list">
                            <!-- Populated dynamically -->
                        </div>
                    </div>
                    <!-- Model Usage Chart -->
                    <div>
                        <h3><i class="fas fa-chart-bar"></i> Token Distribution</h3>
                        <div class="ldr-chart-container">
                            <canvas id="token-chart"></canvas>
                        </div>
                    </div>
                </div>
                <!-- Research Analytics in Compact Grid -->
                <div style="margin-top: 2rem;">
                    <h3><i class="fas fa-analytics"></i> Research Analytics</h3>
                    <div style="display: grid; grid-template-columns: repeat(auto-fit, minmax(280px, 1fr)); gap: 1.5rem; margin-top: 1rem;">
                        <!-- Research Mode Breakdown -->
                        <div>
                            <h4><i class="fas fa-layer-group"></i> Research Modes</h4>
                            <div id="mode-breakdown">
                                <!-- Populated dynamically -->
                            </div>
                        </div>
                        <!-- Search Engine Usage -->
                        <div>
                            <h4><i class="fas fa-globe"></i> Search Engines</h4>
                            <div id="search-engine-breakdown">
                                <!-- Populated dynamically -->
                            </div>
                        </div>
                        <!-- Strategy Usage -->
                        <div>
                            <h4 class="ldr-tooltip" data-tooltip="Shows which research strategies were used most frequently. Strategies determine how the system approaches and structures research queries.">
                                <i class="fas fa-chess"></i> Research Strategies
                                <i class="fas fa-info-circle ldr-info-icon"></i>
                            </h4>
                            <div id="strategy-breakdown">
                                <!-- Populated dynamically -->
                            </div>
                        </div>
                        <!-- Research Phase Analysis -->
                        <div>
                            <h4><i class="fas fa-project-diagram"></i> Research Phases</h4>
                            <div id="phase-breakdown">
                                <!-- Populated dynamically -->
                            </div>
                        </div>
                        <!-- User Satisfaction -->
                        <div>
                            <h4 class="ldr-tooltip" data-tooltip="Your personal research satisfaction ratings. All data stays private on your local device.">
                                <i class="fas fa-ldr-star"></i> User Satisfaction
                                <i class="fas fa-info-circle ldr-info-icon"></i>
                            </h4>
                            <div id="rating-breakdown">
                                <!-- Populated dynamically -->
                            </div>
                        </div>
                    </div>
                </div>
            </div>
        </div>
        <!-- Rate Limiting Analytics -->
        <div class="ldr-card" style="margin-top: 2rem;">
            <div class="card-header">
                <h2><i class="fas fa-clock"></i> Rate Limiting Analytics</h2>
            </div>
            <div class="ldr-card-content">
                <!-- Rate Limiting Overview Cards -->
                <div class="ldr-metrics-grid" style="margin-bottom: 2rem;">
                    <div class="ldr-metric-card">
                        <div class="ldr-metric-icon">
                            <i class="fas fa-stopwatch"></i>
                        </div>
                        <div class="ldr-metric-label ldr-tooltip" data-tooltip="Percentage of retry attempts that succeeded after rate limiting">
                            Rate Limit Success Rate
                            <i class="fas fa-info-circle ldr-info-icon"></i>
                        </div>
                        <div class="ldr-metric-value" id="rate-limit-success-rate">0%</div>
                    </div>
                    <div class="ldr-metric-card">
                        <div class="ldr-metric-icon">
                            <i class="fas fa-exclamation-triangle"></i>
                        </div>
                        <div class="ldr-metric-label ldr-tooltip" data-tooltip="Number of times search engines were rate limited">
                            Rate Limit Events
                            <i class="fas fa-info-circle ldr-info-icon"></i>
                        </div>
                        <div class="ldr-metric-value" id="rate-limit-events">0</div>
                    </div>
                    <div class="ldr-metric-card">
                        <div class="ldr-metric-icon">
                            <i class="fas fa-hourglass-ldr-half"></i>
                        </div>
                        <div class="ldr-metric-label ldr-tooltip" data-tooltip="Average time waited before retrying after rate limits">
                            Avg Wait Time
                            <i class="fas fa-info-circle ldr-info-icon"></i>
                        </div>
                        <div class="ldr-metric-value" id="avg-wait-time">0s</div>
                    </div>
                    <div class="ldr-metric-card">
                        <div class="ldr-metric-icon">
                            <i class="fas fa-server"></i>
                        </div>
                        <div class="ldr-metric-label ldr-tooltip" data-tooltip="Number of search engines being tracked for rate limiting">
                            Engines Tracked
                            <i class="fas fa-info-circle ldr-info-icon"></i>
                        </div>
                        <div class="ldr-metric-value" id="engines-tracked">0</div>
                    </div>
                </div>
                <!-- Engine Status Grid -->
                <div style="margin-bottom: 2rem;">
                    <h3><i class="fas fa-tachometer-alt"></i> Search Engine Status</h3>
                    <div id="engine-status-grid" style="display: grid; grid-template-columns: repeat(auto-fit, minmax(300px, 1fr)); gap: 1rem; margin-top: 1rem;">
                        <!-- Populated dynamically -->
                    </div>
                </div>
                <!-- Rate Limiting Chart -->
                <div style="margin-top: 2rem;">
                    <h3><i class="fas fa-chart-bar"></i> Rate Limiting Summary</h3>
                    <div class="ldr-chart-container" style="height: 300px;">
                        <canvas id="rate-limiting-chart"></canvas>
                    </div>
                </div>
            </div>
        </div>
        <!-- Developer Insights -->
        <div class="ldr-card" style="margin-top: 2rem;">
            <div class="card-header">
                <h2><i class="fas fa-code"></i> Developer Insights</h2>
            </div>
            <div class="ldr-card-content">
                <div style="display: grid; grid-template-columns: 1fr 1fr; gap: 2rem; margin-bottom: 2rem;">
                    <!-- Most Active Files -->
                    <div>
                        <h3><i class="fas fa-file-code"></i> Most Active Files</h3>
                        <div id="call-stack-files" style="margin-top: 1rem;">
                            <!-- Populated dynamically -->
                        </div>
                    </div>
                    <!-- Most Active Functions -->
                    <div>
                        <h3><i class="fas fa-function"></i> Most Active Functions</h3>
                        <div id="call-stack-functions" style="margin-top: 1rem;">
                            <!-- Populated dynamically -->
                        </div>
                    </div>
                </div>
                <!-- Expandable Recent Call Stack Traces -->
                <details style="margin-top: 1rem;">
                    <summary style="cursor: pointer; font-weight: 600; color: var(--text-primary); padding: 0.5rem; background: var(--card-bg); border: 1px solid var(--border-color); border-radius: 0.375rem;">
                        <i class="fas fa-sitemap"></i> Recent Call Stack Traces (Click to expand)
                    </summary>
                    <div id="recent-call-stacks" style="margin-top: 1rem; max-height: 400px; overflow-y: auto; padding: 1rem; background: var(--bg-tertiary); border-radius: 0.375rem;">
                        <!-- Populated dynamically -->
                    </div>
                </details>
            </div>
        </div>
        <!-- Research History & Activity -->
        <div class="ldr-card" style="margin-top: 2rem;">
            <div class="card-header">
                <h2><i class="fas fa-history"></i> Research History & Activity</h2>
            </div>
            <div class="ldr-card-content">
                <div style="display: grid; grid-template-columns: 1fr 1fr; gap: 2rem;">
                    <!-- Recent Researches -->
                    <div>
                        <h3><i class="fas fa-search"></i> Recent Researches</h3>
                        <div id="recent-researches" style="margin-top: 1rem;">
                            <!-- Populated dynamically -->
                        </div>
                    </div>
                    <!-- Recent Enhanced Tracking Data -->
                    <div>
                        <h3><i class="fas fa-list"></i> Recent LLM Calls</h3>
                        <div id="recent-enhanced-data" style="margin-top: 1rem; max-height: 400px; overflow-y: auto;">
                            <!-- Populated dynamically -->
                        </div>
                    </div>
                </div>
            </div>
        </div>
        <!-- Information Section -->
        <div class="ldr-card" style="margin-top: 2rem; border-left: 4px solid var(--primary-color);">
            <div class="card-header">
                <h2><i class="fas fa-info-circle"></i> Understanding Your Metrics</h2>
            </div>
            <div class="ldr-card-content">
                <div style="display: grid; grid-template-columns: repeat(auto-fit, minmax(300px, 1fr)); gap: 2rem;">
                    <!-- Token Definitions -->
                    <div>
                        <h4><i class="fas fa-coins"></i> Token Definitions</h4>
                        <ul style="list-style: none; padding: 0; color: var(--text-secondary); line-height: 1.6;">
                            <li style="margin-bottom: 0.5rem;">
                                <strong style="color: var(--text-primary);">Input Tokens:</strong> Text sent to the LLM (your prompts, context, etc.)
                            </li>
                            <li style="margin-bottom: 0.5rem;">
                                <strong style="color: var(--text-primary);">Output Tokens:</strong> Text generated by the LLM (responses, completions)
                            </li>
                            <li style="margin-bottom: 0.5rem;">
                                <strong style="color: var(--text-primary);">Total Tokens:</strong> Input tokens + Output tokens for each API call
                            </li>
                        </ul>
                    </div>
                    <!-- How We Calculate -->
                    <div>
                        <h4><i class="fas fa-calculator"></i> How We Calculate</h4>
                        <ul style="list-style: none; padding: 0; color: var(--text-secondary); line-height: 1.6;">
                            <li style="margin-bottom: 0.5rem;">
                                <strong style="color: var(--text-primary);">Response Time:</strong> Measured from API request start to completion (detailed research takes longer)
                            </li>
                            <li style="margin-bottom: 0.5rem;">
                                <strong style="color: var(--text-primary);">Success Rate:</strong> (Successful calls / Total calls) × 100%
                            </li>
                            <li style="margin-bottom: 0.5rem;">
                                <strong style="color: var(--text-primary);">Cumulative Charts:</strong> Running total of all tokens used over time
                            </li>
                        </ul>
                    </div>
                    <!-- Time Periods -->
                    <div>
                        <h4><i class="fas fa-clock"></i> Time Period Filtering</h4>
                        <ul style="list-style: none; padding: 0; color: var(--text-secondary); line-height: 1.6;">
                            <li style="margin-bottom: 0.5rem;">
                                <strong style="color: var(--text-primary);">7D/30D/3M/1Y:</strong> Shows data for the last N days/months/year
                            </li>
                            <li style="margin-bottom: 0.5rem;">
                                <strong style="color: var(--text-primary);">All:</strong> Complete history (no time limits)
                            </li>
                            <li style="margin-bottom: 0.5rem;">
                                <strong style="color: var(--text-primary);">Real-time:</strong> All metrics update instantly when you change time periods
                            </li>
                        </ul>
                    </div>
                </div>
                <!-- Cost Note -->
                <div style="margin-top: 1.5rem; padding: 1rem; background: var(--bg-secondary); border-radius: 0.375rem; border-left: 3px solid var(--primary-color);">
                    <p style="margin: 0; color: var(--text-secondary); font-size: 0.875rem;">
                        <i class="fas fa-lightbulb" style="color: var(--primary-color); margin-right: 0.5rem;"></i>
                        <strong style="color: var(--text-primary);">Tip:</strong> Token usage directly impacts API costs. Input tokens are typically cheaper than output tokens. Quick research mode uses fewer tokens but detailed mode provides more comprehensive results.
                    </p>
                </div>
            </div>
        </div>
    </div>
</div>
{% endblock %}
{% block component_scripts %}
<script>
// Metrics Dashboard JavaScript
(function() {
    let metricsData = null;
    let tokenChart = null;
    let timeSeriesChart = null;
    let currentPeriod = '30d'; // Default period
    let currentMode = 'all'; // Default research mode
    // Format large numbers with commas
    function formatNumber(num) {
        return num.toString().replace(/\B(?=(\d{3})+(?!\d))/g, ",");
    }
    // Toggle token details breakdown (make globally accessible)
    window.toggleTokenDetails = function() {
        const details = document.getElementById('token-details');
        const icon = document.getElementById('token-expand-icon');
        const btn = document.getElementById('token-toggle-btn');
        const expanding = details.style.display === 'none';
        details.style.display = expanding ? 'block' : 'none';
        icon.classList.toggle('ldr-expanded', expanding);
        if (btn) btn.setAttribute('aria-expanded', String(expanding));
    }
    // Toggle cost details breakdown (make globally accessible)
    window.toggleCostDetails = function() {
        const details = document.getElementById('cost-details');
        const icon = document.getElementById('cost-expand-icon');
        const btn = document.getElementById('cost-toggle-btn');
        const expanding = details.style.display === 'none';
        details.style.display = expanding ? 'block' : 'none';
        icon.classList.toggle('ldr-expanded', expanding);
        if (btn) btn.setAttribute('aria-expanded', String(expanding));
    }
    // Format currency
    function formatCurrency(amount) {
        if (amount < 0.01) {
            return `$${amount.toFixed(6)}`;
        } else if (amount < 1) {
            return `$${amount.toFixed(4)}`;
        } else {
            return `$${amount.toFixed(2)}`;
        }
    }
    // Load metrics data for current time period
    async function loadMetrics(period = currentPeriod) {
        try {
            // Show loading state
            document.getElementById('loading').style.display = 'block';
            document.getElementById('metrics-content').style.display = 'none';
            document.getElementById('error').style.display = 'none';
            const basicResponse = await fetch(`/metrics/api/metrics?period=${period}&mode=${currentMode}`);
            if (!basicResponse.ok) {
                throw new Error(`Basic API failed: ${basicResponse.status}`);
            }
            const basicData = await basicResponse.json();
            const enhancedResponse = await fetch(`/metrics/api/metrics/enhanced?period=${period}&mode=${currentMode}`);
            if (!enhancedResponse.ok) {
                throw new Error(`Enhanced API failed: ${enhancedResponse.status}`);
            }
            const enhancedData = await enhancedResponse.json();
            if (basicData.status === 'success') {
                metricsData = basicData.metrics;
                // Check if we have any data at all
                const hasData = metricsData.total_tokens > 0 ||
                               metricsData.total_researches > 0 ||
                               (metricsData.by_model && metricsData.by_model.length > 0) ||
                               (metricsData.recent_researches && metricsData.recent_researches.length > 0);
                if (hasData) {
                    // We have data, display normally
                    displayMetrics();
                    if (enhancedData.status === 'success') {
                        displayEnhancedMetrics(enhancedData.metrics);
                        createTimeSeriesChart(enhancedData.metrics.time_series_data);
                        createSearchActivityChart(enhancedData.metrics.search_time_series);
                        // Re-setup tooltips for any new content
                        setTimeout(setupTooltipPositioning, 100);
                    }
                    // Load cost analytics
                    loadCostAnalytics(period);
                    // Load rate limiting analytics
                    loadRateLimitingAnalytics(period);
                    document.getElementById('loading').style.display = 'none';
                    document.getElementById('metrics-content').style.display = 'block';
                    } else {
                    // No data yet, show empty state with helpful messages
                    showEmptyState();
                    // Still try to display enhanced metrics in case there's some enhanced data
                    if (enhancedData.status === 'success') {
                        displayEnhancedMetrics(enhancedData.metrics);
                        // Re-setup tooltips for any new content
                        setTimeout(setupTooltipPositioning, 100);
                    }
                }
            } else {
                showError();
            }
        } catch (error) {
            showError();
        }
    }
    // Display metrics on the page
    function displayMetrics() {
        // Update summary cards
        document.getElementById('total-tokens').textContent = formatNumber(metricsData.total_tokens);
        document.getElementById('total-researches').textContent = formatNumber(metricsData.total_researches);
        // Update token breakdown details
        if (metricsData.token_breakdown) {
            const breakdown = metricsData.token_breakdown;
            document.getElementById('avg-input-tokens').textContent = formatNumber(breakdown.avg_input_tokens);
            document.getElementById('avg-output-tokens').textContent = formatNumber(breakdown.avg_output_tokens);
            document.getElementById('avg-total-tokens').textContent = formatNumber(breakdown.avg_total_tokens);
            document.getElementById('total-input-tokens').textContent = formatNumber(breakdown.total_input_tokens);
            document.getElementById('total-output-tokens').textContent = formatNumber(breakdown.total_output_tokens);
            document.getElementById('total-all-tokens').textContent = formatNumber(metricsData.total_tokens);
        }
        // Set default values for avg-response-time and success-rate (will be updated by enhanced metrics)
        document.getElementById('avg-response-time').textContent = '0s';
        document.getElementById('success-rate').textContent = '0%';
        // Update user satisfaction rating
        if (metricsData.user_satisfaction && metricsData.user_satisfaction.avg_rating !== null) {
            const rating = metricsData.user_satisfaction.avg_rating;
            const stars = '⭐'.repeat(Math.floor(rating));
            const displayText = `${rating} ${stars}`;
            document.getElementById('avg-user-rating').textContent = displayText;
        } else {
            document.getElementById('avg-user-rating').textContent = '-';
        }
        // Display model usage list
        displayModelUsage();
        // Create token usage chart
        createTokenChart();
        // Display recent researches
        displayRecentResearches();
    }
    // Display model usage list
    function displayModelUsage() {
        const container = document.getElementById('model-usage-list');
        container.innerHTML = '';
        metricsData.by_model.forEach(model => {
            const item = document.createElement('div');
            item.className = 'ldr-model-usage-item';
            item.innerHTML = `
                <div class="ldr-model-info">
                    <div class="ldr-model-name">${window.escapeHtml(model.model)}</div>
                    <div class="ldr-model-provider">${window.escapeHtml(model.provider)}</div>
                </div>
                <div class="ldr-model-stats">
                    <div class="ldr-token-count">
                        <span style="color: var(--primary-color);">${formatNumber(model.tokens)}</span>
                        <span style="color: var(--text-primary); font-size: 0.875rem; margin-left: 4px;">tokens</span>
                    </div>
                    <div class="ldr-call-count">
                        <span>${formatNumber(model.calls)}</span>
                        <span style="color: var(--text-primary); font-size: 0.875rem; margin-left: 4px;">calls</span>
                    </div>
                </div>
            `;
            container.appendChild(item);
        });
    }
    // Create token usage chart
    function createTokenChart() {
        try {
            const chartElement = document.getElementById('token-chart');
            if (!chartElement) {
                console.warn('Token chart element not found');
                return;
            }
            const ctx = chartElement.getContext('2d');
        // Prepare data for chart
        const labels = metricsData.by_model.map(m => m.model);
        const promptTokens = metricsData.by_model.map(m => m.prompt_tokens);
        const completionTokens = metricsData.by_model.map(m => m.completion_tokens);
        // Destroy existing chart if it exists
        if (tokenChart) {
            tokenChart.destroy();
        }
        tokenChart = new Chart(ctx, {
            type: 'bar',
            data: {
                labels: labels,
                datasets: [{
                    label: 'Input Tokens',
                    data: promptTokens,
                    backgroundColor: 'rgba(54, 162, 235, 0.8)',
                    borderColor: 'rgba(54, 162, 235, 1)',
                    borderWidth: 1
                }, {
                    label: 'Output Tokens',
                    data: completionTokens,
                    backgroundColor: 'rgba(255, 99, 132, 0.8)',
                    borderColor: 'rgba(255, 99, 132, 1)',
                    borderWidth: 1
                }]
            },
            options: {
                responsive: true,
                maintainAspectRatio: false,
                scales: {
                    x: {
                        stacked: true,
                    },
                    y: {
                        stacked: true,
                        beginAtZero: true
                    }
                },
                plugins: {
                    legend: {
                        position: 'bottom'
                    },
                    tooltip: {
                        callbacks: {
                            label: function(context) {
                                let label = context.dataset.label || '';
                                if (label) {
                                    label += ': ';
                                }
                                label += formatNumber(context.parsed.y);
                                return label;
                            }
                        }
                    }
                }
            }
        });
        } catch (error) {
            console.error('Error creating token chart:', error);
        }
    }
    // Display recent researches
    function displayRecentResearches() {
        const container = document.getElementById('recent-researches');
        container.innerHTML = '';
        if (metricsData.recent_researches.length === 0) {
            container.innerHTML = '<p style="text-align: center; color: var(--text-secondary);">No recent researches</p>';
            return;
        }
        metricsData.recent_researches.forEach(research => {
            const item = document.createElement('div');
            item.className = 'ldr-recent-research-item';
            item.innerHTML = `
                <div class="ldr-research-query">${window.escapeHtml(research.query)}</div>
                <div class="ldr-research-tokens">
                    <span>${formatNumber(research.tokens)}</span>
                    <span style="color: var(--text-primary); font-size: 0.875rem; margin-left: 4px;">tokens</span>
                </div>
            `;
            item.onclick = () => {
                window.location.href = `/details/${research.id}`;
            };
            container.appendChild(item);
        });
    }
    // Display enhanced Phase 1 metrics
    function displayEnhancedMetrics(enhancedData) {
        // Update performance stats
        if (enhancedData.performance_stats) {
            const stats = enhancedData.performance_stats;
            document.getElementById('avg-response-time').textContent = `${(stats.avg_response_time / 1000).toFixed(1)}s`;
            document.getElementById('success-rate').textContent = `${stats.success_rate}%`;
        }
        // Display mode breakdown
        const modeContainer = document.getElementById('mode-breakdown');
        modeContainer.innerHTML = '';
        enhancedData.mode_breakdown.forEach(mode => {
            const item = document.createElement('div');
            item.className = 'ldr-model-usage-item';
            item.innerHTML = `
                <div class="ldr-model-info">
                    <div class="ldr-model-name">${window.escapeHtml(mode.mode || 'Unknown')} Mode</div>
                    <div class="ldr-model-provider">Avg Response: ${(mode.avg_response_time / 1000).toFixed(1)}s</div>
                </div>
                <div class="ldr-model-stats">
                    <div class="ldr-token-count">${formatNumber(mode.avg_tokens)} avg tokens</div>
                    <div class="ldr-call-count">${formatNumber(mode.count)} calls</div>
                </div>
            `;
            modeContainer.appendChild(item);
        });
        // Display search engine stats (prefer search call data over enhanced data)
        const searchContainer = document.getElementById('search-engine-breakdown');
        searchContainer.innerHTML = '';
        // Use search call data if available, otherwise fall back to enhanced data
        const searchStats = metricsData.search_engine_stats || enhancedData.search_engine_stats || [];
        searchStats.forEach(engine => {
            const item = document.createElement('div');
            item.className = 'ldr-model-usage-item';
            // Handle both search call format and enhanced data format
            const engineName = engine.engine || engine.search_engine || 'Unknown';
            const avgResponseTime = engine.avg_response_time || 0;
            const usageCount = engine.call_count || engine.usage_count || 0;
            const successRate = engine.success_rate || null;
            item.innerHTML = `
                <div class="ldr-model-info">
                    <div class="ldr-model-name">${window.escapeHtml(engineName)}</div>
                    <div class="ldr-model-provider">
                        Avg Response: ${(avgResponseTime / 1000).toFixed(1)}s
                        ${successRate !== null ? ` | Success: ${successRate.toFixed(1)}%` : ''}
                    </div>
                </div>
                <div class="ldr-model-stats">
                    <div class="ldr-token-count">${formatNumber(usageCount)} calls</div>
                    ${engine.total_results ? `<div class="ldr-call-count">${formatNumber(engine.total_results)} results</div>` : ''}
                </div>
            `;
            searchContainer.appendChild(item);
        });
        // Display strategy breakdown
        const strategyContainer = document.getElementById('strategy-breakdown');
        strategyContainer.innerHTML = '';
        // Get strategy data from metricsData (added by our API)
        const strategyData = metricsData.strategy_analytics;
        if (strategyData && strategyData.strategy_usage && strategyData.strategy_usage.length > 0) {
            strategyData.strategy_usage.forEach(strategy => {
                const item = document.createElement('div');
                item.className = 'ldr-model-usage-item';
                item.innerHTML = `
                    <div class="ldr-model-info">
                        <div class="ldr-model-name">${window.escapeHtml(strategy.strategy)}</div>
                        <div class="ldr-model-provider">${strategy.percentage}% of research sessions</div>
                    </div>
                    <div class="ldr-model-stats">
                        <div class="ldr-token-count">${formatNumber(strategy.count)} uses</div>
                        <div class="ldr-call-count">${strategyData.most_popular_strategy === strategy.strategy ? '👑 Most Popular' : ''}</div>
                    </div>
                `;
                strategyContainer.appendChild(item);
            });
        } else {
            const noDataMsg = document.createElement('div');
            noDataMsg.style.textAlign = 'center';
            noDataMsg.style.color = 'var(--text-secondary)';
            noDataMsg.style.padding = '1rem';
            // Show different message based on what data we have
            let useTextContent = false;
            let message = 'No strategy data yet. <a href="/" style="color: var(--accent-tertiary);">Start a research</a> to track strategies!';
            if (strategyData) {
                if (strategyData.message) {
                    message = strategyData.message;
                    useTextContent = true;
                } else if (strategyData.total_research > 0 && strategyData.total_research_with_strategy === 0) {
                    message = `Found ${strategyData.total_research} research sessions but no strategy data. Strategy tracking was recently added - new research will be tracked!`;
                    useTextContent = true;
                } else if (strategyData.error) {
                    message = `Error loading strategy data: ${strategyData.error}`;
                    useTextContent = true;
                }
            }
            if (useTextContent) {
                noDataMsg.textContent = message;
            } else {
                noDataMsg.innerHTML = message;
            }
            strategyContainer.appendChild(noDataMsg);
        }
        // Display phase breakdown
        const phaseContainer = document.getElementById('phase-breakdown');
        phaseContainer.innerHTML = '';
        enhancedData.phase_breakdown.forEach(phase => {
            const item = document.createElement('div');
            item.className = 'ldr-model-usage-item';
            item.innerHTML = `
                <div class="ldr-model-info">
                    <div class="ldr-model-name">${window.escapeHtml(phase.phase || 'Unknown')} Phase</div>
                    <div class="ldr-model-provider">Avg Response: ${((phase.avg_response_time || 0) / 1000).toFixed(1)}s</div>
                </div>
                <div class="ldr-model-stats">
                    <div class="ldr-token-count">${formatNumber(phase.avg_tokens)} avg tokens</div>
                    <div class="ldr-call-count">${formatNumber(phase.count)} calls</div>
                </div>
            `;
            phaseContainer.appendChild(item);
        });
        // Display user satisfaction ratings
        const ratingContainer = document.getElementById('rating-breakdown');
        ratingContainer.innerHTML = '';
        if (metricsData.user_satisfaction && metricsData.user_satisfaction.total_ratings > 0) {
            const satisfaction = metricsData.user_satisfaction;
            const avgRating = satisfaction.avg_rating;
            const totalRatings = satisfaction.total_ratings;
            const stars = '⭐'.repeat(Math.floor(avgRating));
            const item = document.createElement('div');
            item.className = 'ldr-model-usage-item';
            item.innerHTML = `
                <div class="ldr-model-info">
                    <div class="ldr-model-name">${avgRating} ${stars}</div>
                    <div class="ldr-model-provider">Average User Rating</div>
                </div>
                <div class="ldr-model-stats">
                    <div class="ldr-token-count">${totalRatings} ratings</div>
                    <div class="ldr-call-count">
                        <a href="/metrics/star-reviews" style="color: var(--accent-tertiary); text-decoration: none;">View Details →</a>
                    </div>
                </div>
            `;
            ratingContainer.appendChild(item);
        } else {
            const noDataMsg = document.createElement('div');
            noDataMsg.style.textAlign = 'center';
            noDataMsg.style.color = 'var(--text-secondary)';
            noDataMsg.style.padding = '1rem';
            noDataMsg.innerHTML = 'No ratings yet. <a href="/" style="color: var(--accent-tertiary);">Start a research</a> and rate it!';
            ratingContainer.appendChild(noDataMsg);
        }
        // Display recent enhanced data
        const enhancedContainer = document.getElementById('recent-enhanced-data');
        enhancedContainer.innerHTML = '';
        if (enhancedData.recent_enhanced_data.length === 0) {
            enhancedContainer.innerHTML = '<p style="text-align: center; color: var(--text-secondary);">No enhanced tracking data yet. Run a research to see enhanced metrics!</p>';
            return;
        }
        enhancedData.recent_enhanced_data.slice(0, 10).forEach(item => {
            const row = document.createElement('div');
            row.className = 'ldr-model-usage-item';
            row.style.marginBottom = '0.5rem';
            row.style.cursor = 'pointer';
            row.innerHTML = `
                <div class="ldr-model-info">
                    <div class="ldr-model-name" style="margin-bottom: 0.25rem;">${window.escapeHtml(item.research_query || 'Unknown Query')}</div>
                    <div class="ldr-model-provider">
                        Mode: ${window.escapeHtml(item.research_mode || 'N/A')} |
                        Phase: ${window.escapeHtml(item.research_phase || 'N/A')} |
                        Engine: ${window.escapeHtml(item.search_engine_selected || 'N/A')}
                    </div>
                </div>
                <div class="ldr-model-stats">
                    <div class="ldr-token-count">${((item.response_time_ms || 0) / 1000).toFixed(1)}s</div>
                    <div class="ldr-call-count" style="color: ${item.success_status === 'success' ? 'green' : 'red'}">
                        ${window.escapeHtml(item.success_status || 'unknown')}
                    </div>
                </div>
            `;
            // Add click handler to navigate to research details
            if (item.research_id) {
                row.onclick = () => {
                    window.location.href = `/details/${encodeURIComponent(item.research_id)}`;
                };
                row.title = `Click to view research details`;
            }
            enhancedContainer.appendChild(row);
        });
    }
    // Create time-series chart for token consumption over time
    function createTimeSeriesChart(timeSeriesData) {
        try {
            const chartElement = document.getElementById('time-series-chart');
            if (!chartElement) {
                console.warn('Time series chart element not found');
                return;
            }
            if (!timeSeriesData || timeSeriesData.length === 0) {
                console.warn('No time series data provided');
                return;
            }
            const ctx = chartElement.getContext('2d');
        // Prepare data for time-series chart
        const labels = timeSeriesData.map(item => {
            // Format timestamp for display (show time only if same day, otherwise show date)
            const date = new Date(item.timestamp);
            return date.toLocaleString('en-US', {
                month: 'short',
                day: 'numeric',
                hour: '2-digit',
                minute: '2-digit'
            });
        });
        const cumulativeTokens = timeSeriesData.map(item => item.cumulative_tokens);
        const cumulativePromptTokens = timeSeriesData.map(item => item.cumulative_prompt_tokens);
        const cumulativeCompletionTokens = timeSeriesData.map(item => item.cumulative_completion_tokens);
        const promptTokens = timeSeriesData.map(item => item.prompt_tokens);
        const completionTokens = timeSeriesData.map(item => item.completion_tokens);
        // Destroy existing chart if it exists
        if (timeSeriesChart) {
            timeSeriesChart.destroy();
        }
        timeSeriesChart = new Chart(ctx, {
            type: 'line',
            data: {
                labels: labels,
                datasets: [{
                    label: 'Cumulative Total Tokens',
                    data: cumulativeTokens,
                    borderColor: 'rgba(75, 192, 192, 1)',
                    backgroundColor: 'rgba(75, 192, 192, 0.1)',
                    borderWidth: 3,
                    fill: true,
                    tension: 0.4,
                    pointRadius: 4,
                    pointHoverRadius: 6,
                }, {
                    label: 'Cumulative Input Tokens',
                    data: cumulativePromptTokens,
                    borderColor: 'rgba(54, 162, 235, 1)',
                    backgroundColor: 'rgba(54, 162, 235, 0.05)',
                    borderWidth: 2,
                    fill: true,
                    tension: 0.4,
                    pointRadius: 2,
                    pointHoverRadius: 4,
                }, {
                    label: 'Cumulative Output Tokens',
                    data: cumulativeCompletionTokens,
                    borderColor: 'rgba(255, 99, 132, 1)',
                    backgroundColor: 'rgba(255, 99, 132, 0.05)',
                    borderWidth: 2,
                    fill: true,
                    tension: 0.4,
                    pointRadius: 2,
                    pointHoverRadius: 4,
                }, {
                    label: 'Input Tokens per Call',
                    data: promptTokens,
                    borderColor: 'rgba(54, 162, 235, 0.7)',
                    backgroundColor: 'rgba(54, 162, 235, 0.1)',
                    borderWidth: 1,
                    fill: false,
                    tension: 0.2,
                    pointRadius: 2,
                    pointHoverRadius: 4,
                    yAxisID: 'y1',
                    borderDash: [5, 5],
                }, {
                    label: 'Output Tokens per Call',
                    data: completionTokens,
                    borderColor: 'rgba(255, 99, 132, 0.7)',
                    backgroundColor: 'rgba(255, 99, 132, 0.1)',
                    borderWidth: 1,
                    fill: false,
                    tension: 0.2,
                    pointRadius: 2,
                    pointHoverRadius: 4,
                    yAxisID: 'y1',
                    borderDash: [5, 5],
                }]
            },
            options: {
                responsive: true,
                maintainAspectRatio: false,
                interaction: {
                    intersect: false,
                    mode: 'index'
                },
                scales: {
                    x: {
                        display: true,
                        title: {
                            display: true,
                            text: 'Time'
                        },
                        ticks: {
                            maxRotation: 45
                        }
                    },
                    y: {
                        type: 'linear',
                        display: true,
                        position: 'left',
                        title: {
                            display: true,
                            text: 'Cumulative Tokens'
                        },
                        beginAtZero: true
                    },
                    y1: {
                        type: 'linear',
                        display: true,
                        position: 'right',
                        title: {
                            display: true,
                            text: 'Tokens per Call'
                        },
                        beginAtZero: true,
                        grid: {
                            drawOnChartArea: false,
                        },
                    }
                },
                plugins: {
                    legend: {
                        position: 'top'
                    },
                    tooltip: {
                        callbacks: {
                            title: function(context) {
                                const index = context[0].dataIndex;
                                const item = timeSeriesData[index];
                                return `${item.research_query || 'Unknown Query'}`;
                            },
                            label: function(context) {
                                let label = context.dataset.label || '';
                                if (label) {
                                    label += ': ';
                                }
                                label += formatNumber(context.parsed.y);
                                return label;
                            },
                            afterBody: function(context) {
                                const index = context[0].dataIndex;
                                const item = timeSeriesData[index];
                                return [
                                    `Research ID: ${item.research_id}`,
                                    `Time: ${new Date(item.timestamp).toLocaleString()}`
                                ];
                            }
                        }
                    }
                }
            }
        });
        } catch (error) {
            console.error('Error creating time series chart:', error);
        }
    }
    // Create search activity chart showing search engine usage over time
    function createSearchActivityChart(searchTimeSeriesData) {
        try {
            const chartElement = document.getElementById('search-activity-chart');
            if (!chartElement) {
                console.warn('Search activity chart element not found');
                return;
            }
            if (!searchTimeSeriesData || searchTimeSeriesData.length === 0) {
                console.warn('No search time series data provided');
                return;
            }
            const ctx = chartElement.getContext('2d');
            // Get unique search engines and assign colors
            const searchEngines = [...new Set(searchTimeSeriesData.map(item => item.search_engine))];
            const colors = [
                'rgba(255, 99, 132, 0.8)',   // Red
                'rgba(54, 162, 235, 0.8)',   // Blue
                'rgba(255, 205, 86, 0.8)',   // Yellow
                'rgba(75, 192, 192, 0.8)',   // Teal
                'rgba(153, 102, 255, 0.8)',  // Purple
                'rgba(255, 159, 64, 0.8)',   // Orange
                'rgba(199, 199, 199, 0.8)',  // Gray
                'rgba(83, 102, 255, 0.8)',   // Indigo
                'rgba(255, 99, 255, 0.8)',   // Pink
                'rgba(99, 255, 132, 0.8)'    // Green
            ];
            // Group data by time periods (e.g., by hour or day depending on range)
            const timeGroups = {};
            searchTimeSeriesData.forEach(item => {
                const timestamp = new Date(item.timestamp);
                // Group by hour for better visualization
                const timeKey = new Date(timestamp.getFullYear(), timestamp.getMonth(),
                                       timestamp.getDate(), timestamp.getHours()).toISOString();
                if (!timeGroups[timeKey]) {
                    timeGroups[timeKey] = {};
                    searchEngines.forEach(engine => {
                        timeGroups[timeKey][engine] = { count: 0, totalResults: 0 };
                    });
                }
                if (timeGroups[timeKey][item.search_engine]) {
                    timeGroups[timeKey][item.search_engine].count += 1;
                    timeGroups[timeKey][item.search_engine].totalResults += item.results_count || 0;
                }
            });
            // Prepare chart data
            const labels = Object.keys(timeGroups).sort().map(timeKey => {
                const date = new Date(timeKey);
                return date.toLocaleString('en-US', {
                    month: 'short',
                    day: 'numeric',
                    hour: '2-digit',
                    minute: '2-digit'
                });
            });
            const datasets = searchEngines.map((engine, index) => ({
                label: engine.charAt(0).toUpperCase() + engine.slice(1),
                data: Object.keys(timeGroups).sort().map(timeKey =>
                    timeGroups[timeKey][engine].totalResults
                ),
                borderColor: colors[index % colors.length],
                backgroundColor: colors[index % colors.length].replace('0.8', '0.2'),
                borderWidth: 2,
                fill: false,
                tension: 0.4
            }));
            // Destroy existing chart if it exists
            if (window.searchActivityChart) {
                window.searchActivityChart.destroy();
            }
            window.searchActivityChart = new Chart(ctx, {
                type: 'line',
                data: {
                    labels: labels,
                    datasets: datasets
                },
                options: {
                    responsive: true,
                    maintainAspectRatio: false,
                    interaction: {
                        mode: 'index',
                        intersect: false,
                    },
                    scales: {
                        x: {
                            title: {
                                display: true,
                                text: 'Time'
                            },
                            ticks: {
                                maxRotation: 45
                            }
                        },
                        y: {
                            title: {
                                display: true,
                                text: 'Search Results Count'
                            },
                            beginAtZero: true
                        }
                    },
                    plugins: {
                        legend: {
                            position: 'top'
                        },
                        tooltip: {
                            callbacks: {
                                title: function(context) {
                                    return `Search Activity at ${context[0].label}`;
                                },
                                label: function(context) {
                                    const engineName = context.dataset.label;
                                    const resultsCount = context.parsed.y;
                                    return `${engineName}: ${formatNumber(resultsCount)} results`;
                                },
                                afterBody: function(context) {
                                    const timeIndex = context[0].dataIndex;
                                    const timeKey = Object.keys(timeGroups).sort()[timeIndex];
                                    const totalSearches = Object.values(timeGroups[timeKey])
                                        .reduce((sum, engine) => sum + engine.count, 0);
                                    return `Total searches in this period: ${totalSearches}`;
                                }
                            }
                        }
                    }
                }
            });
        } catch (error) {
            console.error('Error creating search activity chart:', error);
        }
    }
    // Create rate limiting activity chart
    function createRateLimitingChart(rateLimitData) {
        try {
            const chartElement = document.getElementById('rate-limiting-chart');
            if (!chartElement) {
                console.warn('Rate limiting chart element not found');
                return;
            }
            const ctx = chartElement.getContext('2d');
            // Extract actual data from the API response
            let successfulCount = 0;
            let blockedCount = 0;
            if (rateLimitData && rateLimitData.rate_limiting) {
                successfulCount = rateLimitData.rate_limiting.successful_attempts || 0;
                blockedCount = rateLimitData.rate_limiting.failed_attempts || 0;
                console.log('Rate limiting chart data:', {
                    successful: successfulCount,
                    blocked: blockedCount,
                    total: rateLimitData.rate_limiting.total_attempts
                });
            }
            // For now, show a simple bar showing totals
            // In the future, this should use time-series data from the backend
            const labels = ['Total Activity'];
            const successfulRequests = [successfulCount];
            const blockedRequests = [blockedCount];
            // Destroy existing chart if it exists
            if (window.rateLimitingChart) {
                window.rateLimitingChart.destroy();
            }
            window.rateLimitingChart = new Chart(ctx, {
                type: 'bar',
                data: {
                    labels: labels,
                    datasets: [{
                        label: 'Successful Requests',
                        data: successfulRequests,
                        backgroundColor: 'rgba(75, 192, 192, 0.6)',
                        borderColor: 'rgba(75, 192, 192, 1)',
                        borderWidth: 2
                    }, {
                        label: 'Blocked by Rate Limiting',
                        data: blockedRequests,
                        backgroundColor: 'rgba(255, 99, 132, 0.6)',
                        borderColor: 'rgba(255, 99, 132, 1)',
                        borderWidth: 2
                    }]
                },
                options: {
                    responsive: true,
                    maintainAspectRatio: false,
                    scales: {
                        x: {
                            title: {
                                display: false
                            }
                        },
                        y: {
                            title: {
                                display: true,
                                text: 'Number of Requests'
                            },
                            beginAtZero: true,
                            ticks: {
                                stepSize: 1,
                                precision: 0
                            }
                        }
                    },
                    plugins: {
                        legend: {
                            display: true,
                            position: 'top'
                        },
                        tooltip: {
                            callbacks: {
                                label: function(context) {
                                    let label = context.dataset.label || '';
                                    if (label) {
                                        label += ': ';
                                    }
                                    label += context.parsed.y;
                                    // Add percentage
                                    const total = successfulCount + blockedCount;
                                    if (total > 0) {
                                        const percentage = ((context.parsed.y / total) * 100).toFixed(1);
                                        label += ` (${percentage}%)`;
                                    }
                                    return label;
                                }
                            }
                        }
                    }
                }
            });
        } catch (error) {
            console.error('Error creating rate limiting chart:', error);
        }
    }
    // Load cost analytics data
    async function loadCostAnalytics(period = currentPeriod) {
        try {
            const response = await fetch(`/metrics/api/cost-analytics?period=${period}`);
            if (!response.ok) {
                displayCostData(null);
                return;
            }
            const data = await response.json();
            if (data.status === 'success') {
                displayCostData(data);
            } else {
                displayCostData(null);
            }
        } catch (error) {
            displayCostData(null);
        }
    }
    // Display cost data in the dashboard
    function displayCostData(costData) {
        if (!costData || !costData.overview) {
            // No cost data available, show dashes
            document.getElementById('total-cost').textContent = '-';
            document.getElementById('avg-cost-per-research').textContent = '-';
            document.getElementById('avg-cost-per-token').textContent = '-';
            document.getElementById('total-input-cost').textContent = '-';
            document.getElementById('total-output-cost').textContent = '-';
            document.getElementById('total-cost-breakdown').textContent = '-';
            return;
        }
        const overview = costData.overview;
        // Main cost display
        document.getElementById('total-cost').textContent = formatCurrency(overview.total_cost);
        // Cost breakdown details
        document.getElementById('avg-cost-per-research').textContent = formatCurrency(overview.avg_cost_per_call);
        document.getElementById('avg-cost-per-token').textContent = formatCurrency(overview.cost_per_token);
        document.getElementById('total-input-cost').textContent = formatCurrency(overview.prompt_cost);
        document.getElementById('total-output-cost').textContent = formatCurrency(overview.completion_cost);
        document.getElementById('total-cost-breakdown').textContent = formatCurrency(overview.total_cost);
    }
    // Load rate limiting analytics
    async function loadRateLimitingAnalytics(period = currentPeriod) {
        try {
            const response = await fetch(`/metrics/api/rate-limiting?period=${period}`);
            if (!response.ok) {
                displayRateLimitingData(null);
                return;
            }
            const data = await response.json();
            if (data.status === 'success') {
                displayRateLimitingData(data.data);
            } else {
                displayRateLimitingData(null);
            }
        } catch (error) {
            displayRateLimitingData(null);
        }
    }
    // Display rate limiting data in the dashboard
    function displayRateLimitingData(rateLimitData) {
        if (!rateLimitData || !rateLimitData.rate_limiting) {
            // No rate limiting data available, show zeros
            document.getElementById('rate-limit-success-rate').textContent = '0%';
            document.getElementById('rate-limit-events').textContent = '0';
            document.getElementById('avg-wait-time').textContent = '0s';
            document.getElementById('engines-tracked').textContent = '0';
            // Clear engine status grid
            const statusGrid = document.getElementById('engine-status-grid');
            statusGrid.innerHTML = '<div style="grid-column: 1 / -1; text-align: center; padding: 2rem; color: var(--text-secondary);"><i class="fas fa-clock fa-2x" style="margin-bottom: 1rem;"></i><p>No rate limiting data yet</p><p style="font-size: 0.875rem;">Rate limiting will appear after search engines are used</p></div>';
            return;
        }
        const analytics = rateLimitData.rate_limiting;
        // Update overview cards
        document.getElementById('rate-limit-success-rate').textContent = `${analytics.success_rate}%`;
        document.getElementById('rate-limit-events').textContent = formatNumber(analytics.rate_limit_events);
        document.getElementById('avg-wait-time').textContent = `${analytics.avg_wait_time}s`;
        document.getElementById('engines-tracked').textContent = formatNumber(analytics.total_engines_tracked);
        // Update engine status grid
        const statusGrid = document.getElementById('engine-status-grid');
        statusGrid.innerHTML = '';
        // Create rate limiting chart
        console.log('Creating rate limiting chart with data:', rateLimitData);
        createRateLimitingChart(rateLimitData);
        if (!analytics.engine_stats || analytics.engine_stats.length === 0) {
            statusGrid.innerHTML = '<div style="grid-column: 1 / -1; text-align: center; padding: 2rem; color: var(--text-secondary);"><i class="fas fa-clock fa-2x" style="margin-bottom: 1rem;"></i><p>No engine data yet</p><p style="font-size: 0.875rem;">Search engine metrics will appear after rate limiting occurs</p></div>';
        } else {
            analytics.engine_stats.forEach((stats) => {
                const engineName = stats.engine || 'Unknown Engine';
                const displayName = engineName.replace('SearchEngine', '') || engineName;
                const statusCard = document.createElement('div');
                statusCard.className = 'ldr-metric-card';
                statusCard.style.borderLeft = `4px solid ${getStatusColor(stats.status)}`;
                statusCard.innerHTML = `
                    <div class="ldr-metric-header" style="display: flex; justify-content: space-between; align-items: center; margin-bottom: 1rem;">
                        <h4 style="margin: 0; color: var(--text-primary);">${window.escapeHtml(displayName)}</h4>
                        <span class="ldr-status-badge" style="
                            background: ${getStatusColor(stats.status)};
                            color: white;
                            padding: 2px 8px;
                            border-radius: 12px;
                            font-size: 0.75rem;
                            font-weight: 600;
                            text-transform: uppercase;
                        ">${window.escapeHtml(stats.status)}</span>
                    </div>
                    <div class="ldr-engine-stats-grid" style="display: grid; grid-template-columns: 1fr 1fr; gap: 0.5rem; font-size: 0.875rem;">
                        <div>
                            <div style="color: var(--text-secondary);">Base Wait:</div>
                            <div style="font-weight: 600;">${stats.base_wait_seconds}s</div>
                        </div>
                        <div>
                            <div style="color: var(--text-secondary);">Success Rate:</div>
                            <div style="font-weight: 600;" class="${stats.success_rate > 80 ? 'ldr-status-success' : stats.success_rate > 50 ? 'ldr-status-warning' : 'ldr-status-error'}">${stats.success_rate}%</div>
                        </div>
                        <div>
                            <div style="color: var(--text-secondary);">Total Attempts:</div>
                            <div style="font-weight: 600;">${formatNumber(stats.total_attempts)}</div>
                        </div>
                        <div>
                            <div style="color: var(--text-secondary);">Last Updated:</div>
                            <div style="font-weight: 600;">${stats.last_updated === 'Never' ? 'No rate limits yet' : formatTime(stats.last_updated)}</div>
                        </div>
                    </div>
                    <div style="margin-top: 0.75rem; font-size: 0.75rem; color: var(--text-secondary);">
                        ${stats.base_wait_seconds === 0 ? 'No rate limit estimates yet' : `Range: ${stats.min_wait_seconds}s - ${stats.max_wait_seconds}s`}
                    </div>
                `;
                statusGrid.appendChild(statusCard);
            });
        }
    }
    // Get status color based on engine health
    function getStatusColor(status) {
        // Return CSS variable references for theme support
        switch (status) {
            case 'healthy': return 'var(--success-color)';
            case 'degraded': return 'var(--warning-color)';
            case 'poor': return 'var(--error-color)';
            default: return 'var(--text-muted)';
        }
    }
    // Format time for display
    function formatTime(timeString) {
        try {
            if (timeString === 'Never' || !timeString) {
                return 'No rate limits yet';
            }
            const date = new Date(timeString);
            if (isNaN(date.getTime())) {
                console.error('Invalid date:', timeString);
                return 'No rate limits yet';
            }
            const now = new Date();
            const diffMs = now - date;
            const diffHours = diffMs / (1000 * 60 * 60);
            if (diffHours < 0) {
                // Future time (shouldn't happen but handle it)
                return 'Just now';
            } else if (diffHours < 1) {
                const diffMinutes = Math.floor(diffMs / (1000 * 60));
                if (diffMinutes < 1) {
                    return 'Just now';
                }
                return `${diffMinutes}m ago`;
            } else if (diffHours < 24) {
                return `${Math.floor(diffHours)}h ago`;
            } else {
                return `${Math.floor(diffHours / 24)}d ago`;
            }
        } catch (error) {
            console.error('Error formatting time:', error, timeString);
            return 'No rate limits yet';
        }
    }
    // Show error message
    function showError() {
        document.getElementById('loading').style.display = 'none';
        document.getElementById('error').style.display = 'block';
    }
    // Show empty state with helpful message
    function showEmptyState() {
        document.getElementById('loading').style.display = 'none';
        document.getElementById('metrics-content').style.display = 'block';
        // Update summary cards with zeros
        document.getElementById('total-tokens').textContent = '0';
        document.getElementById('total-researches').textContent = '0';
        document.getElementById('avg-response-time').textContent = '0s';
        document.getElementById('success-rate').textContent = '0%';
        // Reset token breakdown details
        document.getElementById('avg-input-tokens').textContent = '0';
        document.getElementById('avg-output-tokens').textContent = '0';
        document.getElementById('avg-total-tokens').textContent = '0';
        document.getElementById('total-input-tokens').textContent = '0';
        document.getElementById('total-output-tokens').textContent = '0';
        document.getElementById('total-all-tokens').textContent = '0';
        // Reset cost breakdown details
        document.getElementById('total-cost').textContent = '-';
        document.getElementById('avg-cost-per-research').textContent = '-';
        document.getElementById('avg-cost-per-token').textContent = '-';
        document.getElementById('total-input-cost').textContent = '-';
        document.getElementById('total-output-cost').textContent = '-';
        document.getElementById('total-cost-breakdown').textContent = '-';
        // Reset rate limiting metrics
        document.getElementById('rate-limit-success-rate').textContent = '0%';
        document.getElementById('rate-limit-events').textContent = '0';
        document.getElementById('avg-wait-time').textContent = '0s';
        document.getElementById('engines-tracked').textContent = '0';
        // Show helpful message in charts
        showEmptyChartsAndTables();
    }
    // Show empty charts and tables with helpful messages
    function showEmptyChartsAndTables() {
        // Model usage list
        const modelContainer = document.getElementById('model-usage-list');
        modelContainer.innerHTML = '<div style="text-align: center; padding: 2rem; color: var(--text-secondary);"><i class="fas fa-robot fa-2x" style="margin-bottom: 1rem;"></i><p>No research data yet</p><p style="font-size: 0.875rem;">Run a research to see model usage metrics</p></div>';
        // Recent researches
        const recentContainer = document.getElementById('recent-researches');
        recentContainer.innerHTML = '<div style="text-align: center; padding: 2rem; color: var(--text-secondary);"><i class="fas fa-search fa-2x" style="margin-bottom: 1rem;"></i><p>No research history</p><p style="font-size: 0.875rem;">Complete a research to see history</p></div>';
        // Enhanced metrics sections
        const modeContainer = document.getElementById('mode-breakdown');
        modeContainer.innerHTML = '<p style="text-align: center; color: var(--text-secondary); padding: 1rem;">No mode data available</p>';
        const engineContainer = document.getElementById('search-engine-breakdown');
        engineContainer.innerHTML = '<p style="text-align: center; color: var(--text-secondary); padding: 1rem;">No search engine data available</p>';
        const phaseContainer = document.getElementById('phase-breakdown');
        phaseContainer.innerHTML = '<p style="text-align: center; color: var(--text-secondary); padding: 1rem;">No phase data available</p>';
        const filesContainer = document.getElementById('call-stack-files');
        filesContainer.innerHTML = '<p style="text-align: center; color: var(--text-secondary); padding: 1rem;">No file activity data</p>';
        const functionsContainer = document.getElementById('call-stack-functions');
        functionsContainer.innerHTML = '<p style="text-align: center; color: var(--text-secondary); padding: 1rem;">No function activity data</p>';
        const enhancedContainer = document.getElementById('recent-enhanced-data');
        enhancedContainer.innerHTML = '<div style="text-align: center; padding: 2rem; color: var(--text-secondary);"><i class="fas fa-chart-line fa-2x" style="margin-bottom: 1rem;"></i><p>No enhanced tracking data</p><p style="font-size: 0.875rem;">Enhanced metrics will appear here after running research</p></div>';
        const callStacksContainer = document.getElementById('recent-call-stacks');
        callStacksContainer.innerHTML = '<p style="text-align: center; color: var(--text-secondary); padding: 1rem;">No call stack traces available</p>';
        // Create empty chart
        createEmptyTimeSeriesChart();
    }
    // Create empty time-series chart
    function createEmptyTimeSeriesChart() {
        const ctx = document.getElementById('time-series-chart').getContext('2d');
        // Destroy existing chart if it exists
        if (timeSeriesChart) {
            timeSeriesChart.destroy();
        }
        timeSeriesChart = new Chart(ctx, {
            type: 'line',
            data: {
                labels: [],
                datasets: [{
                    label: 'No data available',
                    data: [],
                    borderColor: 'rgba(200, 200, 200, 0.5)',
                    backgroundColor: 'rgba(200, 200, 200, 0.1)',
                }]
            },
            options: {
                responsive: true,
                maintainAspectRatio: false,
                plugins: {
                    legend: {
                        display: false
                    }
                },
                elements: {
                    point: {
                        radius: 0
                    }
                },
                scales: {
                    x: {
                        display: true,
                        title: {
                            display: true,
                            text: 'Time'
                        }
                    },
                    y: {
                        display: true,
                        title: {
                            display: true,
                            text: 'Tokens'
                        },
                        beginAtZero: true,
                        max: 100
                    }
                }
            },
            plugins: [{
                id: 'emptyChart',
                beforeDraw: function(chart) {
                    const ctx = chart.ctx;
                    const width = chart.width;
                    const height = chart.height;
                    ctx.save();
                    ctx.textAlign = 'center';
                    ctx.textBaseline = 'middle';
                    ctx.font = '16px Arial';
                    ctx.fillStyle = 'rgba(150, 150, 150, 0.8)';
                    ctx.fillText('No research data yet - run a research to see token usage over time', width / 2, height / 2);
                    ctx.restore();
                }
            }]
        });
    }
    // Handle time range button clicks
    function handleTimeRangeChange(period) {
        // Update current period
        currentPeriod = period;
        // Update button states for time range
        document.querySelectorAll('[data-period]').forEach(btn => {
            btn.classList.remove('active');
        });
        document.querySelector(`[data-period="${period}"]`).classList.add('active');
        // Reload metrics with current filters
        loadMetrics(currentPeriod);
    }
    // Handle research mode button clicks
    function handleResearchModeChange(mode) {
        // Update current mode
        currentMode = mode;
        // Update button states for research mode
        document.querySelectorAll('[data-mode]').forEach(btn => {
            btn.classList.remove('active');
        });
        document.querySelector(`[data-mode="${mode}"]`).classList.add('active');
        // Reload metrics with current filters
        loadMetrics(currentPeriod);
    }
    // Initialize when DOM is loaded
    document.addEventListener('DOMContentLoaded', function() {
        // Set up time range button event listeners
        document.querySelectorAll('[data-period]').forEach(btn => {
            btn.addEventListener('click', function() {
                const period = this.getAttribute('data-period');
                handleTimeRangeChange(period);
            });
        });
        // Set up research mode button event listeners
        document.querySelectorAll('[data-mode]').forEach(btn => {
            btn.addEventListener('click', function() {
                const mode = this.getAttribute('data-mode');
                handleResearchModeChange(mode);
            });
        });
        // Load initial metrics
        loadMetrics();
        // Set up smart tooltip positioning
        setupTooltipPositioning();
    });
    // Smart tooltip positioning to prevent cutoff
    function setupTooltipPositioning() {
        document.querySelectorAll('.tooltip').forEach(tooltip => {
            tooltip.addEventListener('mouseenter', function() {
                // Remove existing positioning classes
                this.classList.remove('tooltip-left', 'tooltip-right');
                // Get element position
                const rect = this.getBoundingClientRect();
                const windowWidth = window.innerWidth;
                // Check if tooltip would go off left edge
                if (rect.left < 150) {
                    this.classList.add('tooltip-left');
                }
                // Check if tooltip would go off right edge
                else if (rect.right > windowWidth - 150) {
                    this.classList.add('tooltip-right');
                }
            });
        });
    }
})();
</script>
{% endblock %}