graphify_export/

html.rs

//! Interactive vis.js HTML export.

use std::collections::{HashMap, HashSet};
use std::fmt::Write as FmtWrite;
use std::fs;
use std::path::{Path, PathBuf};

use graphify_core::confidence::Confidence;
use graphify_core::graph::KnowledgeGraph;
use tracing::{info, warn};

const COMMUNITY_COLORS: &[&str] = &[
    "#4E79A7", "#F28E2B", "#E15759", "#76B7B2", "#59A14F", "#EDC948", "#B07AA1", "#FF9DA7",
    "#9C755F", "#BAB0AC",
];

/// Soft limit: above this we prune to top nodes.
const PRUNE_THRESHOLD: usize = 2000;
/// Hard maximum nodes after pruning.
const MAX_VIS_NODES: usize = 2000;

/// Export an interactive HTML visualization of the knowledge graph.
///
/// For large graphs (> 2000 nodes), automatically prunes to the most important
/// nodes: highest-degree nodes plus community representatives, capped at 2000.
pub fn export_html(
    graph: &KnowledgeGraph,
    communities: &HashMap<usize, Vec<String>>,
    community_labels: &HashMap<usize, String>,
    output_dir: &Path,
) -> anyhow::Result<PathBuf> {
    let total_nodes = graph.node_count();
    let total_edges = graph.edge_count();

    // Determine which nodes to include
    let (included_nodes, pruned) = if total_nodes > PRUNE_THRESHOLD {
        warn!(
            total_nodes,
            threshold = PRUNE_THRESHOLD,
            "graph too large for interactive viz, pruning to top {} nodes",
            MAX_VIS_NODES
        );
        (prune_nodes(graph, communities, MAX_VIS_NODES), true)
    } else {
        (
            graph.node_ids().into_iter().collect::<HashSet<String>>(),
            false,
        )
    };

    // Build reverse lookup: node_id → community_id
    let mut node_community: HashMap<&str, usize> = HashMap::new();
    for (&cid, members) in communities {
        for nid in members {
            node_community.insert(nid.as_str(), cid);
        }
    }

    // Build vis.js nodes JSON array
    let mut vis_nodes = String::from("[");
    let mut first = true;
    for node in graph.nodes() {
        if !included_nodes.contains(&node.id) {
            continue;
        }
        if !first {
            vis_nodes.push(',');
        }
        first = false;
        let cid = node
            .community
            .or_else(|| node_community.get(node.id.as_str()).copied());
        let color = cid
            .map(|c| COMMUNITY_COLORS[c % COMMUNITY_COLORS.len()])
            .unwrap_or("#888888");
        let degree = graph.degree(&node.id);
        // Scale node size by degree
        let size = 8.0 + (degree as f64).sqrt() * 4.0;
        let label_escaped = escape_js(&node.label);
        let title_escaped = escape_js(&format!(
            "{} ({})\nFile: {}\nType: {:?}\nDegree: {}",
            node.label, node.id, node.source_file, node.node_type, degree
        ));
        write!(
            vis_nodes,
            r#"{{id:"{}",label:"{}",title:"{}",color:"{}",community:{},size:{:.1}}}"#,
            escape_js(&node.id),
            label_escaped,
            title_escaped,
            color,
            cid.unwrap_or(0),
            size,
        )
        .unwrap();
    }
    vis_nodes.push(']');

    // Build vis.js edges JSON array (only edges between included nodes)
    let mut vis_edges = String::from("[");
    first = true;
    for edge in graph.edges() {
        if !included_nodes.contains(&edge.source) || !included_nodes.contains(&edge.target) {
            continue;
        }
        if !first {
            vis_edges.push(',');
        }
        first = false;
        let dashes = match edge.confidence {
            Confidence::Extracted => "false",
            Confidence::Inferred | Confidence::Ambiguous => "true",
        };
        let width = 1.0 + edge.confidence_score * 2.0;
        let title_escaped = escape_js(&format!(
            "{}: {} → {}\nConfidence: {:?} ({:.2})\nFile: {}",
            edge.relation,
            edge.source,
            edge.target,
            edge.confidence,
            edge.confidence_score,
            edge.source_file
        ));
        write!(
            vis_edges,
            r#"{{from:"{}",to:"{}",label:"{}",title:"{}",dashes:{},width:{:.1}}}"#,
            escape_js(&edge.source),
            escape_js(&edge.target),
            escape_js(&edge.relation),
            title_escaped,
            dashes,
            width,
        )
        .unwrap();
    }
    vis_edges.push(']');

    // Build legend HTML
    let mut legend_html = String::new();
    for (&cid, label) in community_labels {
        let color = COMMUNITY_COLORS[cid % COMMUNITY_COLORS.len()];
        write!(
            legend_html,
            r#"<div class="legend-item"><span class="legend-dot" style="background:{}"></span>{}</div>"#,
            color,
            escape_html(label),
        )
        .unwrap();
    }

    // Build hyperedge info
    let mut hyperedge_html = String::new();
    for he in &graph.hyperedges {
        write!(
            hyperedge_html,
            "<li><b>{}</b>: {} ({})</li>",
            escape_html(&he.relation),
            escape_html(&he.label),
            he.nodes.join(", "),
        )
        .unwrap();
    }

    // Banner for pruned graphs
    let prune_banner = if pruned {
        format!(
            r#"<div id="prune-banner">Showing top {} of {} nodes ({} edges total). Only highest-degree nodes and community representatives are displayed.</div>"#,
            included_nodes.len(),
            total_nodes,
            total_edges,
        )
    } else {
        String::new()
    };

    let is_large = included_nodes.len() > 500;
    let html = build_html_template(
        &vis_nodes,
        &vis_edges,
        &legend_html,
        &hyperedge_html,
        &prune_banner,
        is_large,
    );

    fs::create_dir_all(output_dir)?;
    let path = output_dir.join("graph.html");
    fs::write(&path, &html)?;
    info!(path = %path.display(), nodes = included_nodes.len(), "exported interactive HTML visualization");
    Ok(path)
}

/// Select the most important nodes for visualization when the graph is too large.
///
/// Strategy:
/// 1. Include top N nodes by degree (hub nodes)
/// 2. Include at least 1 representative from each community
/// 3. Cap at `max_nodes`
fn prune_nodes(
    graph: &KnowledgeGraph,
    communities: &HashMap<usize, Vec<String>>,
    max_nodes: usize,
) -> HashSet<String> {
    let mut included: HashSet<String> = HashSet::new();

    // 1. Add top nodes by degree
    let mut by_degree: Vec<(String, usize)> = graph
        .node_ids()
        .into_iter()
        .map(|id| {
            let deg = graph.degree(&id);
            (id, deg)
        })
        .collect();
    by_degree.sort_by(|a, b| b.1.cmp(&a.1));

    // Reserve slots for community representatives
    let community_slots = communities.len().min(max_nodes / 4);
    let degree_slots = max_nodes.saturating_sub(community_slots);

    for (id, _) in by_degree.iter().take(degree_slots) {
        included.insert(id.clone());
    }

    // 2. Add community representatives (highest-degree node per community)
    for members in communities.values() {
        if included.len() >= max_nodes {
            break;
        }
        let best = members.iter().max_by_key(|id| graph.degree(id)).cloned();
        if let Some(id) = best {
            included.insert(id);
        }
    }

    included
}

fn escape_js(s: &str) -> String {
    s.replace('\\', "\\\\")
        .replace('"', "\\\"")
        .replace('\n', "\\n")
        .replace('\r', "\\r")
        .replace('\t', "\\t")
}

fn escape_html(s: &str) -> String {
    s.replace('&', "&amp;")
        .replace('<', "&lt;")
        .replace('>', "&gt;")
        .replace('"', "&quot;")
}

fn build_html_template(
    vis_nodes: &str,
    vis_edges: &str,
    legend_html: &str,
    hyperedge_html: &str,
    prune_banner: &str,
    is_large: bool,
) -> String {
    // For large graphs: disable physics after stabilization, use Barnes-Hut
    let physics_config = if is_large {
        r#"
            solver: 'barnesHut',
            barnesHut: {
                gravitationalConstant: -8000,
                centralGravity: 0.3,
                springLength: 95,
                springConstant: 0.04,
                damping: 0.09,
                avoidOverlap: 0.2
            },
            stabilization: { iterations: 150, fit: true },
            adaptiveTimestep: true"#
    } else {
        r#"
            solver: 'forceAtlas2Based',
            forceAtlas2Based: {
                gravitationalConstant: -50,
                centralGravity: 0.01,
                springLength: 120,
                springConstant: 0.08,
                damping: 0.4,
                avoidOverlap: 0.5
            },
            stabilization: { iterations: 200 }"#
    };

    // For large graphs: hide edge labels, smaller fonts
    let edge_font_size = if is_large { 0 } else { 10 };
    let node_font_size = if is_large { 10 } else { 12 };

    format!(
        r##"<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1">
<title>Knowledge Graph Visualization</title>
<script src="https://unpkg.com/vis-network/standalone/umd/vis-network.min.js"></script>
<style>
* {{ margin: 0; padding: 0; box-sizing: border-box; }}
body {{ background: #0f0f1a; color: #e0e0e0; font-family: 'Segoe UI', system-ui, sans-serif; display: flex; height: 100vh; overflow: hidden; }}
#sidebar {{ width: 320px; min-width: 320px; background: #1a1a2e; padding: 16px; overflow-y: auto; display: flex; flex-direction: column; gap: 16px; border-right: 1px solid #2a2a4a; }}
#sidebar h2 {{ font-size: 18px; color: #76B7B2; margin-bottom: 4px; }}
#sidebar h3 {{ font-size: 14px; color: #9ca3af; margin-bottom: 4px; }}
#search {{ width: 100%; padding: 8px 12px; border-radius: 6px; border: 1px solid #3a3a5a; background: #0f0f1a; color: #e0e0e0; font-size: 14px; }}
#search:focus {{ outline: none; border-color: #4E79A7; }}
#info-panel {{ background: #0f0f1a; border-radius: 8px; padding: 12px; font-size: 13px; line-height: 1.6; min-height: 120px; }}
#info-panel .prop {{ color: #9ca3af; }}
#info-panel .val {{ color: #e0e0e0; }}
.legend-item {{ display: flex; align-items: center; gap: 8px; font-size: 13px; padding: 2px 0; }}
.legend-dot {{ width: 12px; height: 12px; border-radius: 50%; flex-shrink: 0; }}
#graph-container {{ flex: 1; position: relative; }}
#hyperedges {{ font-size: 13px; }}
#hyperedges ul {{ padding-left: 18px; }}
#hyperedges li {{ margin-bottom: 4px; }}
#prune-banner {{ background: #2a1a00; border: 1px solid #F28E2B; border-radius: 6px; padding: 8px 12px; font-size: 12px; color: #F28E2B; }}
#loading {{ position: absolute; top: 50%; left: 50%; transform: translate(-50%, -50%); font-size: 16px; color: #76B7B2; z-index: 10; }}
</style>
</head>
<body>
<div id="sidebar">
    <div>
        <h2>🧠 Knowledge Graph</h2>
        <p style="font-size:12px;color:#666;">Click a node to inspect · Scroll to zoom</p>
    </div>
    {prune_banner}
    <input id="search" type="text" placeholder="Search nodes…" />
    <div>
        <h3>Node Info</h3>
        <div id="info-panel"><i style="color:#666">Click a node to see details</i></div>
    </div>
    <div>
        <h3>Communities</h3>
        <div id="legend">{legend}</div>
    </div>
    <div id="hyperedges">
        <h3>Hyperedges</h3>
        <ul>{hyperedges}</ul>
    </div>
</div>
<div id="graph-container">
    <div id="loading">⏳ Laying out graph…</div>
</div>
<script>
(function() {{
    var nodesData = {nodes};
    var edgesData = {edges};

    var container = document.getElementById('graph-container');
    var loading = document.getElementById('loading');
    var nodes = new vis.DataSet(nodesData);
    var edges = new vis.DataSet(edgesData);

    var options = {{
        physics: {{{physics}}},
        nodes: {{
            shape: 'dot',
            font: {{ color: '#e0e0e0', size: {node_font_size} }},
            borderWidth: 2
        }},
        edges: {{
            color: {{ color: '#4a4a6a', highlight: '#76B7B2', hover: '#76B7B2' }},
            font: {{ color: '#888', size: {edge_font_size}, strokeWidth: 0 }},
            arrows: {{ to: {{ enabled: false }} }},
            smooth: {{ type: 'continuous' }}
        }},
        interaction: {{
            hover: true,
            tooltipDelay: 200,
            zoomView: true,
            dragView: true
        }}
    }};

    var network = new vis.Network(container, {{ nodes: nodes, edges: edges }}, options);

    // Hide loading and disable physics after stabilization
    network.on('stabilizationIterationsDone', function() {{
        loading.style.display = 'none';
        network.setOptions({{ physics: {{ enabled: false }} }});
    }});

    // Fallback: hide loading after 10 seconds max
    setTimeout(function() {{
        loading.style.display = 'none';
    }}, 10000);

    // Click to inspect
    network.on('click', function(params) {{
        var panel = document.getElementById('info-panel');
        if (params.nodes.length > 0) {{
            var nodeId = params.nodes[0];
            var node = nodes.get(nodeId);
            if (node) {{
                panel.innerHTML =
                    '<div><span class="prop">Label:</span> <span class="val">' + escapeHtml(node.label) + '</span></div>' +
                    '<div><span class="prop">ID:</span> <span class="val">' + escapeHtml(node.id) + '</span></div>' +
                    '<div><span class="prop">Community:</span> <span class="val">' + node.community + '</span></div>';
                network.focus(nodeId, {{ scale: 1.2, animation: true }});
            }}
        }} else {{
            panel.innerHTML = '<i style="color:#666">Click a node to see details</i>';
        }}
    }});

    // Search (debounced, batch update)
    var searchInput = document.getElementById('search');
    var searchTimer = null;
    searchInput.addEventListener('input', function() {{
        clearTimeout(searchTimer);
        searchTimer = setTimeout(function() {{
            var term = searchInput.value.toLowerCase();
            var updates = [];
            nodes.forEach(function(n) {{
                var match = !term || n.label.toLowerCase().includes(term) || n.id.toLowerCase().includes(term);
                if (n.hidden !== !match) {{ updates.push({{ id: n.id, hidden: !match }}); }}
            }});
            if (updates.length > 0) {{ nodes.update(updates); }}
        }}, 200);
    }});

    function escapeHtml(s) {{
        var d = document.createElement('div');
        d.textContent = s;
        return d.innerHTML;
    }}
}})();
</script>
</body>
</html>"##,
        nodes = vis_nodes,
        edges = vis_edges,
        legend = legend_html,
        hyperedges = hyperedge_html,
        prune_banner = prune_banner,
        physics = physics_config,
        node_font_size = node_font_size,
        edge_font_size = edge_font_size,
    )
}

// ---------------------------------------------------------------------------
// Split HTML export: index (overview) + per-community pages
// ---------------------------------------------------------------------------

/// Export a split HTML visualization into `output_dir/html/`.
///
/// Generates:
/// - `html/index.html` — overview page where each community is a single super-node,
///   edges represent cross-community connections. Click a community to navigate.
/// - `html/community_N.html` — detail page for community N with all its internal
///   nodes and edges. Links back to index and to other communities.
///
/// Returns the path to the `html/` directory.
pub fn export_html_split(
    graph: &KnowledgeGraph,
    communities: &HashMap<usize, Vec<String>>,
    community_labels: &HashMap<usize, String>,
    output_dir: &Path,
) -> anyhow::Result<PathBuf> {
    let html_dir = output_dir.join("html");
    fs::create_dir_all(&html_dir)?;

    // Build reverse lookup
    let mut node_community: HashMap<&str, usize> = HashMap::new();
    for (&cid, members) in communities {
        for nid in members {
            node_community.insert(nid.as_str(), cid);
        }
    }

    // ── Generate index.html (overview) ──
    generate_overview(
        &html_dir,
        graph,
        communities,
        community_labels,
        &node_community,
    )?;

    // ── Generate per-community pages ──
    let mut sorted_cids: Vec<usize> = communities.keys().copied().collect();
    sorted_cids.sort();
    for &cid in &sorted_cids {
        let members = &communities[&cid];
        let label = community_labels
            .get(&cid)
            .cloned()
            .unwrap_or_else(|| format!("Community {}", cid));
        generate_community_page(
            &html_dir,
            graph,
            cid,
            &label,
            members,
            community_labels,
            &node_community,
        )?;
    }

    info!(
        path = %html_dir.display(),
        communities = communities.len(),
        "exported split HTML visualization"
    );
    Ok(html_dir)
}

/// Generate the overview index.html with communities as super-nodes.
fn generate_overview(
    html_dir: &Path,
    graph: &KnowledgeGraph,
    communities: &HashMap<usize, Vec<String>>,
    community_labels: &HashMap<usize, String>,
    node_community: &HashMap<&str, usize>,
) -> anyhow::Result<()> {
    // Build super-nodes (one per community)
    let mut vis_nodes = String::from("[");
    let mut first = true;
    for (&cid, members) in communities {
        if !first {
            vis_nodes.push(',');
        }
        first = false;
        let label = community_labels
            .get(&cid)
            .cloned()
            .unwrap_or_else(|| format!("Community {}", cid));
        let color = COMMUNITY_COLORS[cid % COMMUNITY_COLORS.len()];
        let size = 20.0 + (members.len() as f64).sqrt() * 5.0;
        let title = format!(
            "{} ({} nodes)\\nClick to view details",
            label,
            members.len()
        );
        write!(
            vis_nodes,
            r#"{{id:{cid},label:"{label} ({count})",title:"{title}",color:"{color}",size:{size:.1},url:"community_{cid}.html"}}"#,
            cid = cid,
            label = escape_js(&label),
            count = members.len(),
            title = escape_js(&title),
            color = color,
            size = size,
        )
        .unwrap();
    }
    vis_nodes.push(']');

    // Build super-edges (cross-community connections, aggregated)
    let mut cross_edges: HashMap<(usize, usize), usize> = HashMap::new();
    for edge in graph.edges() {
        let src_cid = node_community.get(edge.source.as_str()).copied();
        let tgt_cid = node_community.get(edge.target.as_str()).copied();
        if let (Some(sc), Some(tc)) = (src_cid, tgt_cid)
            && sc != tc
        {
            let key = if sc < tc { (sc, tc) } else { (tc, sc) };
            *cross_edges.entry(key).or_default() += 1;
        }
    }

    let mut vis_edges = String::from("[");
    first = true;
    for ((from, to), count) in &cross_edges {
        if !first {
            vis_edges.push(',');
        }
        first = false;
        let width = 1.0 + (*count as f64).sqrt();
        write!(
            vis_edges,
            r#"{{from:{from},to:{to},label:"{count}",width:{width:.1},title:"{count} cross-community edges"}}"#,
            from = from,
            to = to,
            count = count,
            width = width,
        )
        .unwrap();
    }
    vis_edges.push(']');

    // Navigation links
    let mut nav_html = String::new();
    let mut sorted_cids: Vec<usize> = communities.keys().copied().collect();
    sorted_cids.sort();
    for cid in &sorted_cids {
        let label = community_labels
            .get(cid)
            .cloned()
            .unwrap_or_else(|| format!("Community {}", cid));
        let color = COMMUNITY_COLORS[*cid % COMMUNITY_COLORS.len()];
        let count = communities[cid].len();
        write!(
            nav_html,
            r#"<a href="community_{cid}.html" class="nav-link"><span class="legend-dot" style="background:{color}"></span>{label} ({count})</a>"#,
            cid = cid,
            color = color,
            label = escape_html(&label),
            count = count,
        )
        .unwrap();
    }

    let html = format!(
        r##"<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1">
<title>Knowledge Graph — Overview</title>
<script src="https://unpkg.com/vis-network/standalone/umd/vis-network.min.js"></script>
<style>
* {{ margin: 0; padding: 0; box-sizing: border-box; }}
body {{ background: #0f0f1a; color: #e0e0e0; font-family: 'Segoe UI', system-ui, sans-serif; display: flex; height: 100vh; overflow: hidden; }}
#sidebar {{ width: 320px; min-width: 320px; background: #1a1a2e; padding: 16px; overflow-y: auto; display: flex; flex-direction: column; gap: 16px; border-right: 1px solid #2a2a4a; }}
#sidebar h2 {{ font-size: 18px; color: #76B7B2; margin-bottom: 4px; }}
#sidebar h3 {{ font-size: 14px; color: #9ca3af; margin-bottom: 8px; }}
.nav-link {{ display: flex; align-items: center; gap: 8px; font-size: 13px; padding: 6px 8px; border-radius: 4px; color: #e0e0e0; text-decoration: none; }}
.nav-link:hover {{ background: #2a2a4a; }}
.legend-dot {{ width: 12px; height: 12px; border-radius: 50%; flex-shrink: 0; }}
#graph-container {{ flex: 1; position: relative; }}
#info {{ background: #0f0f1a; border-radius: 8px; padding: 12px; font-size: 13px; color: #9ca3af; }}
</style>
</head>
<body>
<div id="sidebar">
    <div>
        <h2>🧠 Overview</h2>
        <p style="font-size:12px;color:#666;">Each node is a community. Click to view details.</p>
    </div>
    <div id="info">{node_count} nodes, {edge_count} edges, {community_count} communities</div>
    <div>
        <h3>Communities</h3>
        {nav}
    </div>
</div>
<div id="graph-container"></div>
<script>
(function() {{
    var nodesData = {nodes};
    var edgesData = {edges};
    var container = document.getElementById('graph-container');
    var nodes = new vis.DataSet(nodesData);
    var edges = new vis.DataSet(edgesData);
    var options = {{
        physics: {{
            solver: 'forceAtlas2Based',
            forceAtlas2Based: {{ gravitationalConstant: -100, centralGravity: 0.01, springLength: 200, springConstant: 0.05, damping: 0.4 }},
            stabilization: {{ iterations: 100 }}
        }},
        nodes: {{ shape: 'dot', font: {{ color: '#e0e0e0', size: 14, multi: true }}, borderWidth: 2 }},
        edges: {{ color: {{ color: '#4a4a6a' }}, font: {{ color: '#888', size: 12 }}, smooth: {{ type: 'continuous' }} }},
        interaction: {{ hover: true, zoomView: true, dragView: true }}
    }};
    var network = new vis.Network(container, {{ nodes: nodes, edges: edges }}, options);
    network.on('stabilizationIterationsDone', function() {{ network.setOptions({{ physics: {{ enabled: false }} }}); }});
    network.on('doubleClick', function(params) {{
        if (params.nodes.length > 0) {{
            var node = nodes.get(params.nodes[0]);
            if (node && node.url) {{ window.location.href = node.url; }}
        }}
    }});
}})();
</script>
</body>
</html>"##,
        nodes = vis_nodes,
        edges = vis_edges,
        nav = nav_html,
        node_count = graph.node_count(),
        edge_count = graph.edge_count(),
        community_count = communities.len(),
    );

    fs::write(html_dir.join("index.html"), &html)?;
    Ok(())
}

/// Generate a detail page for a single community.
fn generate_community_page(
    html_dir: &Path,
    graph: &KnowledgeGraph,
    cid: usize,
    label: &str,
    members: &[String],
    community_labels: &HashMap<usize, String>,
    node_community: &HashMap<&str, usize>,
) -> anyhow::Result<()> {
    let member_set: HashSet<&str> = members.iter().map(|s| s.as_str()).collect();
    let color = COMMUNITY_COLORS[cid % COMMUNITY_COLORS.len()];

    // Build nodes
    let mut vis_nodes = String::from("[");
    let mut first = true;
    for node in graph.nodes() {
        if !member_set.contains(node.id.as_str()) {
            continue;
        }
        if !first {
            vis_nodes.push(',');
        }
        first = false;
        let degree = graph.degree(&node.id);
        let size = 8.0 + (degree as f64).sqrt() * 4.0;
        write!(
            vis_nodes,
            r#"{{id:"{}",label:"{}",title:"{}",color:"{}",size:{:.1}}}"#,
            escape_js(&node.id),
            escape_js(&node.label),
            escape_js(&format!(
                "{}\nType: {:?}\nFile: {}\nDegree: {}",
                node.label, node.node_type, node.source_file, degree
            )),
            color,
            size,
        )
        .unwrap();
    }
    vis_nodes.push(']');

    // Build edges (internal only)
    let mut vis_edges = String::from("[");
    first = true;
    for edge in graph.edges() {
        if !member_set.contains(edge.source.as_str()) || !member_set.contains(edge.target.as_str())
        {
            continue;
        }
        if !first {
            vis_edges.push(',');
        }
        first = false;
        let dashes = match edge.confidence {
            Confidence::Extracted => "false",
            _ => "true",
        };
        write!(
            vis_edges,
            r#"{{from:"{}",to:"{}",label:"{}",dashes:{},title:"{}"}}"#,
            escape_js(&edge.source),
            escape_js(&edge.target),
            escape_js(&edge.relation),
            dashes,
            escape_js(&format!(
                "{}: {} → {}\nConfidence: {:?}",
                edge.relation, edge.source, edge.target, edge.confidence
            )),
        )
        .unwrap();
    }
    vis_edges.push(']');

    // Cross-community connections summary
    let mut external_links: HashMap<usize, usize> = HashMap::new();
    for node_id in members {
        for edge in graph.edges() {
            let other = if edge.source == *node_id {
                &edge.target
            } else if edge.target == *node_id {
                &edge.source
            } else {
                continue;
            };
            if let Some(&other_cid) = node_community.get(other.as_str())
                && other_cid != cid
            {
                *external_links.entry(other_cid).or_default() += 1;
            }
        }
    }

    let mut nav_html = String::from(
        r#"<a href="index.html" class="nav-link" style="font-weight:bold;">← Overview</a>"#,
    );
    let mut sorted_ext: Vec<(usize, usize)> = external_links.into_iter().collect();
    sorted_ext.sort_by(|a, b| b.1.cmp(&a.1));
    for (ext_cid, count) in &sorted_ext {
        let ext_label = community_labels
            .get(ext_cid)
            .cloned()
            .unwrap_or_else(|| format!("Community {}", ext_cid));
        let ext_color = COMMUNITY_COLORS[*ext_cid % COMMUNITY_COLORS.len()];
        write!(
            nav_html,
            r#"<a href="community_{cid}.html" class="nav-link"><span class="legend-dot" style="background:{color}"></span>{label} ({count} links)</a>"#,
            cid = ext_cid,
            color = ext_color,
            label = escape_html(&ext_label),
            count = count,
        )
        .unwrap();
    }

    let is_large = members.len() > 500;
    let physics = if is_large {
        "solver:'barnesHut',barnesHut:{gravitationalConstant:-3000,springLength:95,damping:0.09},stabilization:{iterations:150}"
    } else {
        "solver:'forceAtlas2Based',forceAtlas2Based:{gravitationalConstant:-50,centralGravity:0.01,springLength:120,springConstant:0.08,damping:0.4,avoidOverlap:0.5},stabilization:{iterations:200}"
    };
    let edge_font = if is_large { 0 } else { 10 };

    let html = format!(
        r##"<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1">
<title>{title}</title>
<script src="https://unpkg.com/vis-network/standalone/umd/vis-network.min.js"></script>
<style>
* {{ margin: 0; padding: 0; box-sizing: border-box; }}
body {{ background: #0f0f1a; color: #e0e0e0; font-family: 'Segoe UI', system-ui, sans-serif; display: flex; height: 100vh; overflow: hidden; }}
#sidebar {{ width: 320px; min-width: 320px; background: #1a1a2e; padding: 16px; overflow-y: auto; display: flex; flex-direction: column; gap: 16px; border-right: 1px solid #2a2a4a; }}
#sidebar h2 {{ font-size: 18px; color: {color}; margin-bottom: 4px; }}
#sidebar h3 {{ font-size: 14px; color: #9ca3af; margin-bottom: 8px; }}
.nav-link {{ display: flex; align-items: center; gap: 8px; font-size: 13px; padding: 6px 8px; border-radius: 4px; color: #e0e0e0; text-decoration: none; }}
.nav-link:hover {{ background: #2a2a4a; }}
.legend-dot {{ width: 12px; height: 12px; border-radius: 50%; flex-shrink: 0; }}
#graph-container {{ flex: 1; position: relative; }}
#search {{ width: 100%; padding: 8px 12px; border-radius: 6px; border: 1px solid #3a3a5a; background: #0f0f1a; color: #e0e0e0; font-size: 14px; }}
#search:focus {{ outline: none; border-color: {color}; }}
#info-panel {{ background: #0f0f1a; border-radius: 8px; padding: 12px; font-size: 13px; line-height: 1.6; min-height: 100px; }}
#info-panel .prop {{ color: #9ca3af; }}
#info-panel .val {{ color: #e0e0e0; }}
</style>
</head>
<body>
<div id="sidebar">
    <div>
        <h2>{label}</h2>
        <p style="font-size:12px;color:#666;">{node_count} nodes · Community {cid}</p>
    </div>
    <input id="search" type="text" placeholder="Search nodes…" />
    <div>
        <h3>Node Info</h3>
        <div id="info-panel"><i style="color:#666">Click a node to see details</i></div>
    </div>
    <div>
        <h3>Navigation</h3>
        {nav}
    </div>
</div>
<div id="graph-container"></div>
<script>
(function() {{
    var nodesData = {nodes};
    var edgesData = {edges};
    var container = document.getElementById('graph-container');
    var nodes = new vis.DataSet(nodesData);
    var edges = new vis.DataSet(edgesData);
    var options = {{
        physics: {{{physics}}},
        nodes: {{ shape: 'dot', font: {{ color: '#e0e0e0', size: 12 }}, borderWidth: 2 }},
        edges: {{ color: {{ color: '#4a4a6a', highlight: '{color}', hover: '{color}' }}, font: {{ color: '#888', size: {edge_font} }}, arrows: {{ to: {{ enabled: false }} }}, smooth: {{ type: 'continuous' }} }},
        interaction: {{ hover: true, tooltipDelay: 200, zoomView: true, dragView: true }}
    }};
    var network = new vis.Network(container, {{ nodes: nodes, edges: edges }}, options);
    network.on('stabilizationIterationsDone', function() {{ network.setOptions({{ physics: {{ enabled: false }} }}); }});
    network.on('click', function(params) {{
        var panel = document.getElementById('info-panel');
        if (params.nodes.length > 0) {{
            var node = nodes.get(params.nodes[0]);
            if (node) {{
                panel.innerHTML = '<div><span class="prop">Label:</span> <span class="val">' + node.label + '</span></div><div><span class="prop">ID:</span> <span class="val">' + node.id + '</span></div>';
                network.focus(params.nodes[0], {{ scale: 1.2, animation: true }});
            }}
        }}
    }});
    var searchEl = document.getElementById('search');
    var sTimer = null;
    searchEl.addEventListener('input', function() {{
        clearTimeout(sTimer);
        sTimer = setTimeout(function() {{
            var term = searchEl.value.toLowerCase();
            var updates = [];
            nodes.forEach(function(n) {{
                var h = term && !n.label.toLowerCase().includes(term);
                if (n.hidden !== h) {{ updates.push({{ id: n.id, hidden: h }}); }}
            }});
            if (updates.length > 0) {{ nodes.update(updates); }}
        }}, 200);
    }});
}})();
</script>
</body>
</html>"##,
        title = escape_html(&format!("{} — Community {}", label, cid)),
        color = color,
        label = escape_html(label),
        cid = cid,
        node_count = members.len(),
        nodes = vis_nodes,
        edges = vis_edges,
        nav = nav_html,
        physics = physics,
        edge_font = edge_font,
    );

    fs::write(html_dir.join(format!("community_{}.html", cid)), &html)?;
    Ok(())
}

#[cfg(test)]
mod tests {
    use super::*;
    use graphify_core::confidence::Confidence;
    use graphify_core::graph::KnowledgeGraph;
    use graphify_core::model::{GraphEdge, GraphNode, NodeType};

    fn sample_graph() -> KnowledgeGraph {
        let mut kg = KnowledgeGraph::new();
        kg.add_node(GraphNode {
            id: "a".into(),
            label: "NodeA".into(),
            source_file: "test.rs".into(),
            source_location: None,
            node_type: NodeType::Class,
            community: Some(0),
            extra: HashMap::new(),
        })
        .unwrap();
        kg.add_node(GraphNode {
            id: "b".into(),
            label: "NodeB".into(),
            source_file: "test.rs".into(),
            source_location: None,
            node_type: NodeType::Function,
            community: Some(1),
            extra: HashMap::new(),
        })
        .unwrap();
        kg.add_edge(GraphEdge {
            source: "a".into(),
            target: "b".into(),
            relation: "calls".into(),
            confidence: Confidence::Inferred,
            confidence_score: 0.7,
            source_file: "test.rs".into(),
            source_location: None,
            weight: 1.0,
            extra: HashMap::new(),
        })
        .unwrap();
        kg
    }

    #[test]
    fn export_html_creates_file() {
        let dir = tempfile::tempdir().unwrap();
        let kg = sample_graph();
        let communities: HashMap<usize, Vec<String>> =
            [(0, vec!["a".into()]), (1, vec!["b".into()])].into();
        let labels: HashMap<usize, String> =
            [(0, "Cluster A".into()), (1, "Cluster B".into())].into();

        let path = export_html(&kg, &communities, &labels, dir.path()).unwrap();
        assert!(path.exists());

        let content = std::fs::read_to_string(&path).unwrap();
        assert!(content.contains("vis-network"));
        assert!(content.contains("NodeA"));
        assert!(content.contains("forceAtlas2Based"));
    }

    #[test]
    fn escape_js_special_chars() {
        assert_eq!(escape_js("a\"b"), r#"a\"b"#);
        assert_eq!(escape_js("a\nb"), r"a\nb");
    }

    #[test]
    fn escape_html_special_chars() {
        assert_eq!(escape_html("<b>hi</b>"), "&lt;b&gt;hi&lt;/b&gt;");
    }

    #[test]
    fn prune_nodes_caps_at_max() {
        // Build a graph with 100 nodes
        let mut kg = KnowledgeGraph::new();
        for i in 0..100 {
            kg.add_node(GraphNode {
                id: format!("n{}", i),
                label: format!("Node{}", i),
                source_file: "test.rs".into(),
                source_location: None,
                node_type: NodeType::Function,
                community: Some(i % 3),
                extra: HashMap::new(),
            })
            .unwrap();
        }
        // Add some edges to give nodes different degrees
        for i in 0..50 {
            let _ = kg.add_edge(GraphEdge {
                source: "n0".into(),
                target: format!("n{}", i + 1),
                relation: "calls".into(),
                confidence: Confidence::Extracted,
                confidence_score: 1.0,
                source_file: "test.rs".into(),
                source_location: None,
                weight: 1.0,
                extra: HashMap::new(),
            });
        }

        let communities: HashMap<usize, Vec<String>> = HashMap::from([
            (0, (0..34).map(|i| format!("n{}", i)).collect()),
            (1, (34..67).map(|i| format!("n{}", i)).collect()),
            (2, (67..100).map(|i| format!("n{}", i)).collect()),
        ]);

        let pruned = prune_nodes(&kg, &communities, 20);
        assert!(pruned.len() <= 20, "should cap at 20, got {}", pruned.len());
        // n0 (highest degree) must be included
        assert!(
            pruned.contains("n0"),
            "highest-degree node should be included"
        );
    }

    #[test]
    fn export_html_split_creates_files() {
        let dir = tempfile::tempdir().unwrap();
        let kg = sample_graph();
        let communities: HashMap<usize, Vec<String>> =
            [(0, vec!["a".into()]), (1, vec!["b".into()])].into();
        let labels: HashMap<usize, String> =
            [(0, "Cluster A".into()), (1, "Cluster B".into())].into();

        let path = export_html_split(&kg, &communities, &labels, dir.path()).unwrap();
        assert!(path.exists());
        assert!(path.join("index.html").exists(), "index.html should exist");
        assert!(
            path.join("community_0.html").exists(),
            "community_0.html should exist"
        );
        assert!(
            path.join("community_1.html").exists(),
            "community_1.html should exist"
        );

        let index = std::fs::read_to_string(path.join("index.html")).unwrap();
        assert!(index.contains("Overview"));
        assert!(index.contains("Cluster A"));
        assert!(index.contains("community_0.html"));

        let c0 = std::fs::read_to_string(path.join("community_0.html")).unwrap();
        assert!(c0.contains("Cluster A"));
        assert!(c0.contains("index.html"));
    }
}