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<!DOCTYPE html>
<html lang="en">

<head>
    <meta charset="UTF-8">
    <meta name="viewport" content="width=device-width, initial-scale=1.0">
    <title>Diamond AI / Results</title>
    <link rel="stylesheet" href="{{ url_for('static', filename='css/style.css') }}">
</head>

<body>
    <canvas id="canvas3d" style="opacity: 0.8"></canvas>
    <div class="atmospheric-grain"></div>

    <div class="container animate-up">
        <nav style="padding: 0.5rem 0;">
            <div class="nav-logo">RESULTS / DASHBOARD</div>
            <div class="nav-meta">
                <span>STATUS: COMPLETE</span>
            </div>
        </nav>

        <header style="display: flex; justify-content: space-between; align-items: center; margin: 0.5rem 0;">
            <div>
                <p class="label-mini">Batch Processing Overview</p>
                <h1 style="font-size: 2.5rem; line-height: 1;">ANALYTICS <span class="italic">REPORT</span></h1>
            </div>
            <div style="display: flex; gap: 0.8rem;">
                <a href="/" class="btn-launch"

                    style="text-decoration: none; padding: 0.6rem 1.2rem; font-size: 9px; background: rgba(255,255,255,0.08); border: 1px solid rgba(255,255,255,0.5); color: white; opacity: 1;">←
                    NEW BATCH</a>
                <a href="/download/{{ report_file }}" class="btn-launch"

                    style="text-decoration: none; padding: 0.6rem 1.2rem; font-size: 9px;">EXPORT DATASET</a>
            </div>
        </header>

        {% if metrics %}
        <!-- Single-Screen Dashboard Grid -->
        <div class="dashboard-grid">
            <!-- Left Column: KPIs + Class Decomposition -->
            <div class="dashboard-main">
                <!-- KPI Row -->
                <div class="kpi-row">
                    <div class="kpi-card">
                        <span class="kpi-value">{{ (metrics.accuracy * 100)|round(1) }}%</span>
                        <span class="kpi-label">ACCURACY</span>
                    </div>
                    <div class="kpi-card">
                        <span class="kpi-value">{{ metrics.f1|round(3) }}</span>
                        <span class="kpi-label">WEIGHTED F1</span>
                    </div>
                    <div class="kpi-card">
                        <span class="kpi-value">{{ metrics.macro_f1|round(3) }}</span>
                        <span class="kpi-label">MACRO F1</span>
                    </div>
                </div>

                <!-- Class-Wise Table (Compact) -->
                <div class="compact-table-section">
                    <p class="section-label">CLASS-WISE METRICS</p>
                    <div class="compact-table-wrapper">
                        <table class="compact-table">
                            <thead>
                                <tr>
                                    <th>GRADE</th>
                                    <th>PREC</th>
                                    <th>RECALL</th>
                                    <th>F1</th>
                                    <th>SUP</th>
                                </tr>
                            </thead>
                            <tbody>
                                {% for item in metrics.class_metrics %}
                                <tr>
                                    <td class="grade-col">{{ item.label }}</td>
                                    <td>{{ item.precision }}</td>
                                    <td>{{ item.recall }}</td>
                                    <td>{{ item.f1 }}</td>
                                    <td class="sup-col">{{ item.support }}</td>
                                </tr>
                                {% endfor %}
                            </tbody>
                        </table>
                    </div>
                </div>
            </div>

            <!-- Right Column: Confusion Matrix -->
            <div class="dashboard-sidebar">
                <p class="section-label">CONFUSION MATRIX</p>
                <div class="cm-compact">
                    <table class="cm-compact-table">
                        <thead>
                            <tr>
                                <th class="cm-corner">A\P</th>
                                {% for label in metrics.confusion_matrix.labels %}
                                <th>{{ label }}</th>
                                {% endfor %}
                            </tr>
                        </thead>
                        <tbody>
                            {% for row_idx in range(metrics.confusion_matrix.matrix|length) %}
                            <tr>
                                <td class="cm-row-label">{{ metrics.confusion_matrix.labels[row_idx] }}</td>
                                {% for col_idx in range(metrics.confusion_matrix.matrix[row_idx]|length) %}
                                {% set val = metrics.confusion_matrix.matrix[row_idx][col_idx] %}
                                <td

                                    class="cm-cell {% if row_idx == col_idx %}cm-diag{% endif %} {% if val == 0 %}cm-zero{% endif %}">
                                    {{ val }}
                                </td>
                                {% endfor %}
                            </tr>
                            {% endfor %}
                        </tbody>
                    </table>
                </div>

                <!-- Summary Cards -->
                <div class="summary-mini">
                    <div class="summary-mini-card">
                        <span class="summary-mini-label">MACRO F1</span>
                        <span class="summary-mini-value">{{ metrics.macro_f1|round(3) }}</span>
                    </div>
                    <div class="summary-mini-card">
                        <span class="summary-mini-label">ACCURACY</span>
                        <span class="summary-mini-value">{{ (metrics.accuracy * 100)|round(1) }}%</span>
                    </div>
                </div>
            </div>
        </div>
        {% endif %}

        <!-- Inference Manifest (Expanded by default for immediate access) -->
        <section class="manifest-section">
            <div class="manifest-header" onclick="toggleManifest()">
                <p class="section-label" style="margin: 0;">INFERENCE MANIFEST</p>
                <span class="toggle-icon" id="manifest-toggle"></span>
            </div>
            <div class="manifest-content" id="manifest-content" style="display: block;">
                <div class="table-wrapper" style="max-height: 350px; margin-top: 0.5rem;">
                    <table>
                        <thead>
                            <tr>
                                <th>STONE ID</th>
                                {% for feature in model_features %}
                                <th>{{ feature }}</th>
                                {% endfor %}
                                <th>AI RESULT</th>
                                {% for col in out_of_box_cols %}
                                <th>{{ col }}</th>
                                {% endfor %}
                                <th>IMG</th>
                            </tr>
                        </thead>
                        <tbody>
                            {% for row in report_data %}
                            <tr>
                                <td class="stone-id-col">{{ row.L_Code }}</td>
                                {% for feature in model_features %}
                                <td style="opacity: 0.7; font-size: 11px;">{{ row[feature] }}</td>
                                {% endfor %}
                                <td class="result-col">{{ row.Predicted_FGrdCol }}</td>
                                {% for col in out_of_box_cols %}
                                <td style="font-size: 10px;">
                                    {% if row[col] and row[col]|string != 'nan' %}
                                    <span class="badge-oob">{{ row[col] }}</span>
                                    {% else %}
                                    <span style="opacity: 0.2;">-</span>
                                    {% endif %}
                                </td>
                                {% endfor %}
                                <td>
                                    {% if row.Image_Path != 'N/A' %}
                                    <img src="/image/{{ row.Image_Path }}" class="img-thumb"

                                        onclick="openModal(this.src)" alt="Diamond">
                                    {% else %}
                                    <span style="font-size: 8px; opacity: 0.3;">N/A</span>
                                    {% endif %}
                                </td>
                            </tr>
                            {% endfor %}
                        </tbody>
                    </table>
                </div>
            </div>
        </section>

        <footer style="margin-top: 1rem; padding-bottom: 1rem; text-align: center;">
            <a href="/"

                style="font-size: 9px; letter-spacing: 0.1em; text-transform: uppercase; color: white; opacity: 0.5; text-decoration: none;">←
                NEW BATCH</a>
        </footer>
    </div>

    <!-- Image Viewer Modal -->
    <div id="image-modal">
        <span class="modal-close" onclick="closeModal()">&times;</span>
        <img id="modal-img" src="" alt="Enlarged View">
    </div>

    <script src="https://cdnjs.cloudflare.com/ajax/libs/three.js/r128/three.min.js"></script>
    <script>

        function toggleManifest() {

            const content = document.getElementById('manifest-content');

            const toggle = document.getElementById('manifest-toggle');

            if (content.style.display === 'none') {

                content.style.display = 'block';

                toggle.textContent = '▼';

            } else {

                content.style.display = 'none';

                toggle.textContent = '▶';

            }

        }



        function openModal(src) {

            const modal = document.getElementById('image-modal');

            const modalImg = document.getElementById('modal-img');

            modal.classList.add('active');

            modalImg.src = src;

        }



        function closeModal() {

            const modal = document.getElementById('image-modal');

            modal.classList.remove('active');

        }



        document.getElementById('image-modal').onclick = function (e) {

            if (e.target === this) closeModal();

        };



        // Background shader

        const vertexShader = `varying vec2 vUv; void main() { vUv = uv; gl_Position = projectionMatrix * modelViewMatrix * vec4(position, 1.0); }`;

        const fragmentShader = `

          uniform float uTime;

          varying vec2 vUv;

          vec3 permute(vec3 x) { return mod(((x*34.0)+1.0)*x, 289.0); }

          float snoise(vec2 v){

            const vec4 C = vec4(0.211324865405187, 0.366025403784439, -0.577350269189626, 0.024390243902439);

            vec2 i  = floor(v + dot(v, C.yy) );

            vec2 x0 = v -   i + dot(i, C.xx);

            vec2 i1; i1 = (x0.x > x0.y) ? vec2(1.0, 0.0) : vec2(0.0, 1.0);

            vec4 x12 = x0.xyxy + C.xxzz; x12.xy -= i1;

            i = mod(i, 289.0);

            vec3 p = permute( permute( i.y + vec3(0.0, i1.y, 1.0 )) + i.x + vec3(0.0, i1.x, 1.0 ));

            vec3 m = max(0.5 - vec3(dot(x0,x0), dot(x12.xy,x12.xy), dot(x12.zw,x12.zw)), 0.0);

            m = m*m ; m = m*m ;

            vec3 x = 2.0 * fract(p * C.www) - 1.0;

            vec3 h = abs(x) - 0.5;

            vec3 ox = floor(x + 0.5);

            vec3 a0 = x - ox;

            m *= 1.79284291400159 - 0.85373472095314 * ( a0*a0 + h*h );

            vec3 g; g.x = a0.x * x0.x + h.x * x0.y; g.yz = a0.yz * x12.xz + h.yz * x12.yw;

            return 130.0 * dot(m, g);

          }

          void main() {

            vec2 uv = vUv;

            float n = snoise(uv * 1.5 + uTime * 0.03);

            vec3 color = mix(vec3(0.0, 0.0, 0.0), vec3(0.05, 0.02, 0.1), n * 0.5 + 0.5);

            gl_FragColor = vec4(color, 1.0);

          }

        `;

        const scene = new THREE.Scene();

        const camera = new THREE.OrthographicCamera(-1, 1, 1, -1, 0, 1);

        const renderer = new THREE.WebGLRenderer({ canvas: document.getElementById('canvas3d'), antialias: true });

        renderer.setSize(window.innerWidth, window.innerHeight);

        const geometry = new THREE.PlaneGeometry(2, 2);

        const uniforms = { uTime: { value: 0 } };

        const material = new THREE.ShaderMaterial({ vertexShader, fragmentShader, uniforms });

        scene.add(new THREE.Mesh(geometry, material));

        const animate = (t) => {

            uniforms.uTime.value = t * 0.001;

            renderer.render(scene, camera);

            requestAnimationFrame(animate);

        };

        requestAnimationFrame(animate);

        window.onresize = () => renderer.setSize(window.innerWidth, window.innerHeight);

    </script>
</body>

</html>