gh-140677 :Add heatmap visualization to Tachyon sampling profiler

Lib/profiling/sampling/heatmap.js

@@ -0,0 +1,183 @@
+// Tachyon Profiler - Heatmap JavaScript
+// Interactive features for the heatmap visualization
+
+// Apply background colors from data attributes on page load
+document.addEventListener('DOMContentLoaded', function() {
+    document.querySelectorAll('.code-line[data-bg-color]').forEach(line => {
+        const bgColor = line.getAttribute('data-bg-color');
+        if (bgColor) {
+            line.style.background = bgColor;
+        }
+    });
+});
+
+// State management
+let currentMenu = null;
+
+// Utility: Create element with class and content
+function createElement(tag, className, textContent = '') {
+    const el = document.createElement(tag);
+    if (className) el.className = className;
+    if (textContent) el.textContent = textContent;
+    return el;
+}
+
+// Utility: Calculate smart menu position
+function calculateMenuPosition(buttonRect, menuWidth, menuHeight) {
+    const viewport = { width: window.innerWidth, height: window.innerHeight };
+    const scroll = {
+        x: window.pageXOffset || document.documentElement.scrollLeft,
+        y: window.pageYOffset || document.documentElement.scrollTop
+    };
+
+    const left = buttonRect.right + menuWidth + 10 < viewport.width
+        ? buttonRect.right + scroll.x + 10
+        : Math.max(scroll.x + 10, buttonRect.left + scroll.x - menuWidth - 10);
+
+    const top = buttonRect.bottom + menuHeight + 10 < viewport.height
+        ? buttonRect.bottom + scroll.y + 5
+        : Math.max(scroll.y + 10, buttonRect.top + scroll.y - menuHeight - 10);
+
+    return { left, top };
+}
+
+// Close and remove current menu
+function closeMenu() {
+    if (currentMenu) {
+        currentMenu.remove();
+        currentMenu = null;
+    }
+}
+
+// Show navigation menu for multiple options
+function showNavigationMenu(button, items, title) {
+    closeMenu();
+
+    const menu = createElement('div', 'callee-menu');
+    menu.appendChild(createElement('div', 'callee-menu-header', title));
+
+    items.forEach(linkData => {
+        const item = createElement('div', 'callee-menu-item');
+        item.appendChild(createElement('div', 'callee-menu-func', linkData.func));
+        item.appendChild(createElement('div', 'callee-menu-file', linkData.file));
+        item.addEventListener('click', () => window.location.href = linkData.link);
+        menu.appendChild(item);
+    });
+
+    const pos = calculateMenuPosition(button.getBoundingClientRect(), 350, 300);
+    menu.style.left = `${pos.left}px`;
+    menu.style.top = `${pos.top}px`;
+
+    document.body.appendChild(menu);
+    currentMenu = menu;
+}
+
+// Handle navigation button clicks
+function handleNavigationClick(button, e) {
+    e.stopPropagation();
+
+    const navData = button.getAttribute('data-nav');
+    if (navData) {
+        window.location.href = JSON.parse(navData).link;
+        return;
+    }
+
+    const navMulti = button.getAttribute('data-nav-multi');
+    if (navMulti) {
+        const items = JSON.parse(navMulti);
+        const title = button.classList.contains('caller') ? 'Choose a caller:' : 'Choose a callee:';
+        showNavigationMenu(button, items, title);
+    }
+}
+
+// Initialize navigation buttons
+document.querySelectorAll('.nav-btn').forEach(button => {
+    button.addEventListener('click', e => handleNavigationClick(button, e));
+});
+
+// Close menu when clicking outside
+document.addEventListener('click', e => {
+    if (currentMenu && !currentMenu.contains(e.target) && !e.target.classList.contains('nav-btn')) {
+        closeMenu();
+    }
+});
+
+// Scroll to target line (centered using CSS scroll-margin-top)
+function scrollToTargetLine() {
+    if (!window.location.hash) return;
+    const target = document.querySelector(window.location.hash);
+    if (target) {
+        target.scrollIntoView({ behavior: 'smooth', block: 'start' });
+    }
+}
+
+// Initialize line number permalink handlers
+document.querySelectorAll('.line-number').forEach(lineNum => {
+    lineNum.style.cursor = 'pointer';
+    lineNum.addEventListener('click', e => {
+        window.location.hash = `line-${e.target.textContent.trim()}`;
+    });
+});
+
+// Setup scroll-to-line behavior
+setTimeout(scrollToTargetLine, 100);
+window.addEventListener('hashchange', () => setTimeout(scrollToTargetLine, 50));
+
+// Get sample count from line element
+function getSampleCount(line) {
+    const text = line.querySelector('.line-samples')?.textContent.trim().replace(/,/g, '');
+    return parseInt(text) || 0;
+}
+
+// Classify intensity based on ratio
+function getIntensityClass(ratio) {
+    if (ratio > 0.75) return 'vhot';
+    if (ratio > 0.5) return 'hot';
+    if (ratio > 0.25) return 'warm';
+    return 'cold';
+}
+
+// Build scroll minimap showing hotspot locations
+function buildScrollMarker() {
+    const existing = document.getElementById('scroll_marker');
+    if (existing) existing.remove();
+
+    if (document.body.scrollHeight <= window.innerHeight) return;
+
+    const lines = document.querySelectorAll('.code-line');
+    const markerScale = window.innerHeight / document.body.scrollHeight;
+    const lineHeight = Math.min(Math.max(3, window.innerHeight / lines.length), 10);
+    const maxSamples = Math.max(...Array.from(lines, getSampleCount));
+
+    const scrollMarker = createElement('div', '');
+    scrollMarker.id = 'scroll_marker';
+
+    let prevLine = -99, lastMark, lastTop;
+
+    lines.forEach((line, index) => {
+        const samples = getSampleCount(line);
+        if (samples === 0) return;
+
+        const lineTop = Math.floor(line.offsetTop * markerScale);
+        const lineNumber = index + 1;
+        const intensityClass = maxSamples > 0 ? getIntensityClass(samples / maxSamples) : 'cold';
+
+        if (lineNumber === prevLine + 1 && lastMark?.classList.contains(intensityClass)) {
+            lastMark.style.height = `${lineTop + lineHeight - lastTop}px`;
+        } else {
+            lastMark = createElement('div', `marker ${intensityClass}`);
+            lastMark.style.height = `${lineHeight}px`;
+            lastMark.style.top = `${lineTop}px`;
+            scrollMarker.appendChild(lastMark);
+            lastTop = lineTop;
+        }
+
+        prevLine = lineNumber;
+    });
+
+    document.body.appendChild(scrollMarker);
+}
+
+// Build scroll marker on load and resize
+setTimeout(buildScrollMarker, 200);
+window.addEventListener('resize', buildScrollMarker);

Lib/profiling/sampling/heatmap_index.js

@@ -0,0 +1,63 @@
+function filterTable() {
+    const searchTerm = document.getElementById('searchInput').value.toLowerCase();
+    const moduleFilter = document.getElementById('moduleFilter').value;
+    const table = document.getElementById('fileTable');
+    const rows = table.getElementsByTagName('tr');
+
+    for (let i = 1; i < rows.length; i++) {
+        const row = rows[i];
+        const text = row.textContent.toLowerCase();
+        const moduleType = row.getAttribute('data-module-type');
+
+        const matchesSearch = text.includes(searchTerm);
+        const matchesModule = moduleFilter === 'all' || moduleType === moduleFilter;
+
+        row.style.display = (matchesSearch && matchesModule) ? '' : 'none';
+    }
+}
+
+// Track current sort state
+let currentSortColumn = -1;
+let currentSortAscending = true;
+
+function sortTable(columnIndex) {
+    const table = document.getElementById('fileTable');
+    const tbody = table.querySelector('tbody');
+    const rows = Array.from(tbody.querySelectorAll('tr'));
+
+    // Determine sort direction
+    let ascending = true;
+    if (currentSortColumn === columnIndex) {
+        // Same column - toggle direction
+        ascending = !currentSortAscending;
+    } else {
+        // New column - default direction based on type
+        // For numeric columns (samples, lines, %), descending is default
+        // For text columns (file, module, type), ascending is default
+        ascending = columnIndex <= 2; // Columns 0-2 are text, 3+ are numeric
+    }
+
+    rows.sort((a, b) => {
+        let aVal = a.cells[columnIndex].textContent.trim();
+        let bVal = b.cells[columnIndex].textContent.trim();
+
+        // Try to parse as number
+        const aNum = parseFloat(aVal.replace(/,/g, '').replace('%', ''));
+        const bNum = parseFloat(bVal.replace(/,/g, '').replace('%', ''));
+
+        let result;
+        if (!isNaN(aNum) && !isNaN(bNum)) {
+            result = aNum - bNum;  // Numeric comparison
+        } else {
+            result = aVal.localeCompare(bVal);  // String comparison
+        }
+
+        return ascending ? result : -result;
+    });
+
+    rows.forEach(row => tbody.appendChild(row));
+
+    // Update sort state
+    currentSortColumn = columnIndex;
+    currentSortAscending = ascending;
+}

Lib/profiling/sampling/heatmap_index_template.html

@@ -0,0 +1,81 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title>Tachyon Profiler - Heatmap Report</title>
+    <!-- INLINE_CSS -->
+</head>
+<body>
+    <div class="page-wrapper">
+        <div class="container">
+            <header class="header">
+                <div class="header-content">
+                    <!-- PYTHON_LOGO -->
+                    <div class="header-text">
+                        <h1>Tachyon Profiler Heatmap Report</h1>
+                        <p class="subtitle">Line-by-line performance analysis</p>
+                    </div>
+                </div>
+            </header>
+
+            <div class="stats-summary">
+                <div class="stat-card">
+                    <span class="stat-value"><!-- NUM_FILES --></span>
+                    <span class="stat-label">Files Profiled</span>
+                </div>
+                <div class="stat-card">
+                    <span class="stat-value"><!-- TOTAL_SAMPLES --></span>
+                    <span class="stat-label">Total Samples</span>
+                </div>
+                <div class="stat-card">
+                    <span class="stat-value"><!-- DURATION --></span>
+                    <span class="stat-label">Duration</span>
+                </div>
+                <div class="stat-card">
+                    <span class="stat-value"><!-- SAMPLE_RATE --></span>
+                    <span class="stat-label">Samples/sec</span>
+                </div>
+            </div>
+
+            <div class="file-list">
+                <h2>Profiled Files</h2>
+
+                <div class="filter-controls">
+                    <input type="text" id="searchInput" placeholder="🔍 Search files..." onkeyup="filterTable()">
+                    <select id="moduleFilter" onchange="filterTable()">
+                        <option value="all">All Modules</option>
+                        <option value="stdlib">Standard Library</option>
+                        <option value="site-packages">Site Packages</option>
+                        <option value="project">Project</option>
+                        <option value="other">Other</option>
+                    </select>
+                </div>
+
+                <table id="fileTable">
+                    <thead>
+                        <tr>
+                            <th onclick="sortTable(0)">File ⇅</th>
+                            <th onclick="sortTable(1)">Module ⇅</th>
+                            <th onclick="sortTable(2)">Type ⇅</th>
+                            <th onclick="sortTable(3)" style="text-align: right;">Samples ⇅</th>
+                            <th onclick="sortTable(4)" style="text-align: right;">Lines Hit ⇅</th>
+                            <th onclick="sortTable(5)" style="text-align: right;">% of Total ⇅</th>
+                            <th style="text-align: left;">Intensity</th>
+                        </tr>
+                    </thead>
+                    <tbody>
+<!-- TABLE_ROWS -->
+                    </tbody>
+                </table>
+            </div>
+
+            <footer>
+                Generated by Tachyon Profiler | Python Sampling Profiler
+            </footer>
+        </div>
+    </div>
+
+    <!-- INLINE_JS -->
+</body>
+</html>

Lib/profiling/sampling/heatmap_pyfile_template.html

@@ -0,0 +1,56 @@
+<!DOCTYPE html>
+<html lang="en">
+<head>
+    <meta charset="UTF-8">
+    <meta name="viewport" content="width=device-width, initial-scale=1.0">
+    <title><!-- FILENAME --> - Heatmap</title>
+    <!-- INLINE_CSS -->
+</head>
+<body class="code-view">
+    <header class="code-header">
+        <div class="code-header-content">
+            <h1>📄 <!-- FILENAME --></h1>
+            <a href="index.html" class="back-link">← Back to Index</a>
+        </div>
+    </header>
+
+    <div class="file-stats">
+        <div class="stats-grid">
+            <div class="stat-item">
+                <div class="stat-value"><!-- TOTAL_SAMPLES --></div>
+                <div class="stat-label">Total Samples</div>
+            </div>
+            <div class="stat-item">
+                <div class="stat-value"><!-- NUM_LINES --></div>
+                <div class="stat-label">Lines Hit</div>
+            </div>
+            <div class="stat-item">
+                <div class="stat-value"><!-- PERCENTAGE -->%</div>
+                <div class="stat-label">% of Total</div>
+            </div>
+            <div class="stat-item">
+                <div class="stat-value"><!-- MAX_SAMPLES --></div>
+                <div class="stat-label">Max Samples/Line</div>
+            </div>
+        </div>
+    </div>
+
+    <div class="legend">
+        <div class="legend-content">
+            <span class="legend-title">🔥 Intensity:</span>
+            <div class="legend-gradient"></div>
+            <div class="legend-labels">
+                <span>Cold (0)</span>
+                <span>→</span>
+                <span>Hot (Max)</span>
+            </div>
+        </div>
+    </div>
+
+    <div class="code-container">
+<!-- CODE_LINES -->
+    </div>
+
+    <!-- INLINE_JS -->
+</body>
+</html>