53f8d2cad5
Audit-Befund: alte UI sortierte _clusters nach (members || []).length — Backend liefert aber size + drucksachen, members ist leer. Folge: alle Cards hatten size 0 als Sort-Wert, Reihenfolge war effektiv random. Backwards-compat-Lookup mit drucksachen → members → size-Fallback. (Andere c.members-Lookups in antrag_detail.html + aktuelle-themen.html betreffen News-Cluster, deren API tatsächlich 'members' liefert — kein Bug.)
369 lines
12 KiB
HTML
369 lines
12 KiB
HTML
{% extends "v2/base.html" %}
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{% block title %}Cluster — GWÖ-Antragsprüfer{% endblock %}
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{% set v2_active_nav = "cluster" %}
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{% block head_extra %}
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<script src="/static/d3.v7.min.js" defer></script>
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<style>
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#cluster-graph {
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margin: 1rem 0;
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border: 1px solid var(--hairline);
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border-radius: 6px;
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background: var(--ecg-card-bg);
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overflow: hidden;
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}
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#cluster-graph svg { display: block; width: 100%; height: 420px; }
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.cluster-toolbar {
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display: flex;
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gap: 8px;
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align-items: center;
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flex-wrap: wrap;
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margin-bottom: 1rem;
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padding: 10px 12px;
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background: var(--ecg-bg-subtle);
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border-radius: 4px;
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font-size: 12px;
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font-family: var(--font-mono);
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}
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.cluster-toolbar select {
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font-family: var(--font-mono);
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font-size: 11px;
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padding: 4px 8px;
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border: 1px solid var(--ecg-border);
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border-radius: 3px;
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background: var(--ecg-card-bg);
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color: var(--ecg-dark);
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}
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.cluster-card {
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background: var(--ecg-card-bg);
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border: 1px solid var(--ecg-border);
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border-radius: 6px;
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padding: 14px 16px;
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margin-bottom: 10px;
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cursor: pointer;
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transition: border-color 0.1s;
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}
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.cluster-card:hover { border-color: var(--ecg-teal); }
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.cluster-card h3 {
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font-family: var(--font-display);
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font-size: 14px;
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color: var(--ecg-teal);
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margin: 0 0 4px;
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}
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.cluster-meta {
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display: flex;
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gap: 10px;
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font-size: 11px;
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font-family: var(--font-mono);
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opacity: 0.65;
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margin-bottom: 6px;
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flex-wrap: wrap;
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}
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.cluster-score {
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font-weight: 700;
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color: var(--ecg-green);
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}
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.cluster-fraktionen {
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display: flex;
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gap: 4px;
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flex-wrap: wrap;
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margin-top: 6px;
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}
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.fraktion-bar {
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display: inline-flex;
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align-items: center;
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gap: 3px;
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font-size: 10px;
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font-family: var(--font-mono);
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padding: 2px 6px;
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border-radius: 3px;
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background: var(--ecg-bg-subtle);
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border: 1px solid var(--ecg-border);
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}
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/* Cluster detail panel */
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#cluster-detail {
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display: none;
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margin-top: 1rem;
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}
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#cluster-detail-back {
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font-family: var(--font-mono);
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font-size: 11px;
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color: var(--ecg-teal);
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cursor: pointer;
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margin-bottom: 10px;
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display: inline-block;
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}
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#cluster-detail-back:hover { text-decoration: underline; }
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</style>
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{% endblock %}
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{% block main %}
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<div style="padding:0 0 1.5rem;">
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<h1 style="font-family:var(--font-display);font-size:22px;color:var(--ecg-teal);margin:0 0 4px;">Cluster</h1>
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<p style="font-size:12px;font-family:var(--font-mono);color:var(--ecg-dark);opacity:0.6;">
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Thematisch ähnliche Anträge · Cosine-Similarity über Embeddings
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</p>
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</div>
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<!-- Toolbar -->
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<div class="cluster-toolbar">
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<label for="cl-bl">Bundesland:</label>
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<select id="cl-bl" onchange="loadClusters()">
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<option value="">Bundesweit</option>
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{% for code in bl_codes %}
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<option value="{{ code }}">{{ code }}</option>
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{% endfor %}
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</select>
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<label for="cl-thr" style="margin-left:8px;">Schwellenwert:</label>
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<input type="range" id="cl-thr" min="0.40" max="0.80" step="0.05" value="0.55"
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style="width:100px;"
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oninput="document.getElementById('cl-thr-val').textContent = parseFloat(this.value).toFixed(2)"
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onchange="loadClusters()">
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<span id="cl-thr-val" style="min-width:30px;">0.55</span>
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<button onclick="loadClusters()"
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style="font-family:var(--font-mono);font-size:11px;padding:4px 10px;
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background:var(--ecg-teal);color:#fff;border:none;border-radius:3px;cursor:pointer;
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margin-left:8px;">
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Aktualisieren
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</button>
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</div>
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<!-- Main list view -->
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<div id="cluster-list">
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<div style="font-family:var(--font-mono);font-size:12px;opacity:0.5;">Lade Cluster …</div>
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</div>
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<!-- Detail view (shown when cluster is clicked) -->
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<div id="cluster-detail">
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<span id="cluster-detail-back" onclick="showList()">← Zurück zur Übersicht</span>
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<div id="cluster-detail-content"></div>
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</div>
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<!-- Link to classic Force-Graph -->
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<div style="margin-top:1.5rem;font-size:11px;font-family:var(--font-mono);opacity:0.6;">
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Vollständige Force-Graph-Visualisierung:
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<a href="/classic?mode=clusters" style="color:var(--ecg-teal);">Klassische Ansicht →</a>
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</div>
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{% endblock %}
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{% block body_scripts %}
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<script>
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let _clusters = [];
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async function loadClusters() {
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const listEl = document.getElementById('cluster-list');
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const bl = document.getElementById('cl-bl').value;
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const thr = document.getElementById('cl-thr').value;
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listEl.innerHTML = '<div style="font-family:var(--font-mono);font-size:12px;opacity:0.5;">Lade Cluster …</div>';
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document.getElementById('cluster-detail').style.display = 'none';
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listEl.style.display = '';
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let url = '/api/clusters?threshold=' + thr;
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if (bl) url += '&bundesland=' + encodeURIComponent(bl);
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try {
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const resp = await fetch(url);
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const data = await resp.json();
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_clusters = data.clusters || [];
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if (!_clusters.length) {
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listEl.innerHTML = '<div class="v2-kasten outline-green"><h4>Keine Cluster gefunden</h4><p>Mit diesem Schwellenwert entstehen keine Gruppen. Versuchen Sie einen niedrigeren Wert.</p></div>';
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return;
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}
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// Sort by size descending
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// Backend liefert size + drucksachen; alte UI nutzte members.length.
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const _clusterSize = (cl) => (cl.size != null
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? cl.size
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: (cl.drucksachen || cl.members || []).length);
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_clusters.sort((a, b) => _clusterSize(b) - _clusterSize(a));
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// Top-10 list
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const top = _clusters.slice(0, 10);
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listEl.innerHTML = top.map((cl, idx) => renderClusterCard(cl, idx)).join('');
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} catch (e) {
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listEl.innerHTML = '<div style="color:var(--ecg-dark);font-family:var(--font-mono);font-size:12px;">Fehler: ' + e.message + '</div>';
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}
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}
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function renderClusterCard(cl, idx) {
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// Backend liefert drucksachen+avg_gwoe_score; alte UI-Variante hatte members+avg_score.
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const members = cl.drucksachen || cl.members || [];
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const avgScoreRaw = cl.avg_gwoe_score != null ? cl.avg_gwoe_score : cl.avg_score;
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const avgScore = avgScoreRaw != null ? parseFloat(avgScoreRaw).toFixed(1) : '—';
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const label = cl.label || cl.title || ('Cluster ' + (idx + 1));
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const dom = cl.dominant_fraktion || '';
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const size = cl.size != null ? cl.size : members.length;
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const fraktionen = cl.fraktionen || (dom ? {[dom]: size} : {});
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const frakBars = Object.entries(fraktionen)
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.sort((a, b) => b[1] - a[1])
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.slice(0, 5)
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.map(([f, n]) => `<span class="fraktion-bar">${f} <strong>${n}</strong></span>`)
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.join('');
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return `<div class="cluster-card" onclick="showCluster(${idx})">
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<h3>${label}</h3>
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<div class="cluster-meta">
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<span>${size} Antrag${size !== 1 ? 'e' : ''}</span>
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<span class="cluster-score">Ø ${avgScore}</span>
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</div>
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${frakBars ? `<div class="cluster-fraktionen">${frakBars}</div>` : ''}
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</div>`;
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}
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function showCluster(idx) {
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const cl = _clusters[idx];
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if (!cl) return;
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document.getElementById('cluster-list').style.display = 'none';
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const detail = document.getElementById('cluster-detail');
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const content = document.getElementById('cluster-detail-content');
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detail.style.display = 'block';
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const members = cl.drucksachen || cl.members || [];
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const label = cl.label || cl.title || ('Cluster ' + (idx + 1));
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const avgScoreRaw = cl.avg_gwoe_score != null ? cl.avg_gwoe_score : cl.avg_score;
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const avgScore = avgScoreRaw != null ? parseFloat(avgScoreRaw).toFixed(1) : '—';
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const size = cl.size != null ? cl.size : members.length;
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content.innerHTML = `
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<div style="margin-bottom:1rem;">
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<h2 style="font-family:var(--font-display);font-size:18px;color:var(--ecg-teal);">${label}</h2>
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<p style="font-family:var(--font-mono);font-size:12px;opacity:0.65;">
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${size} Anträge · Ø Score ${avgScore}
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</p>
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</div>
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<div id="cluster-graph"></div>
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<div role="list">
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${members.map(m => {
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// m kann String (Drucksache-ID) oder Objekt sein
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const isObj = typeof m === 'object' && m !== null;
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const ds = isObj ? (m.drucksache || '') : m;
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const bl = isObj ? (m.bundesland || '') : '';
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const titel = isObj ? (m.titel || ds) : ds;
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const score = isObj && m.gwoe_score != null ? parseFloat(m.gwoe_score).toFixed(1) : null;
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const url = `/antrag/${encodeURIComponent(ds)}` + (bl ? `?bundesland=${encodeURIComponent(bl)}` : '');
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return `
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<a href="${url}" class="v2-result-row" style="display:block;text-decoration:none;">
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<div class="v2-result-meta">
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${bl ? `<span class="v2-chip" style="font-size:10px;">${bl}</span>` : ''}
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<span style="font-size:11px;opacity:0.6;font-family:var(--font-mono);">${ds}</span>
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</div>
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<div class="v2-result-title">${titel}</div>
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${score ? `<div style="font-family:var(--font-mono);font-size:12px;color:var(--ecg-teal);font-weight:700;">Score ${score}</div>` : ''}
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</a>`;
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}).join('')}
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</div>`;
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// Force-Graph rendern (wenn d3 + nodes/edges da sind)
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renderClusterGraph(cl);
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}
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function renderClusterGraph(cl) {
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const container = document.getElementById('cluster-graph');
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if (!container || typeof d3 === 'undefined') return;
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const rawNodes = cl.nodes || [];
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const rawEdges = cl.edges || [];
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if (!rawNodes.length) {
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container.innerHTML = '<div style="padding:14px;font-family:var(--font-mono);font-size:11px;opacity:0.55;">Keine Graph-Daten verfügbar.</div>';
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return;
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}
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container.innerHTML = '';
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const width = container.clientWidth || 720;
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const height = 420;
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const fraktionColor = (f) => {
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const map = {
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'CDU': '#000', 'CSU': '#0a3', 'SPD': '#e30613',
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'GRÜNE': '#1faf38', 'FDP': '#ffd400', 'AfD': '#0089cf',
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'LINKE': '#be3075', 'BSW': '#7b2d8e', 'FW': '#f57f17',
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};
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return map[f] || '#888';
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};
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// Edges sind Index-basiert (a/b sind Positionen in rawNodes).
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// d3.forceLink mappt per id-Lookup → wir nutzen den Index als id-String.
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const nodes = rawNodes.map((n, i) => ({
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id: String(i),
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drucksache: n.drucksache,
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title: n.title || n.titel || n.drucksache,
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bundesland: n.bundesland || '',
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fraktion: (n.fraktionen && n.fraktionen[0]) || '',
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score: n.gwoe_score != null ? parseFloat(n.gwoe_score) : 5,
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}));
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const links = rawEdges.map(e => ({
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source: String(e.a),
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target: String(e.b),
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sim: e.sim || 0.5,
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}));
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const svg = d3.select(container).append('svg')
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.attr('width', width).attr('height', height)
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.attr('viewBox', `0 0 ${width} ${height}`);
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const sim = d3.forceSimulation(nodes)
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.force('link', d3.forceLink(links).id(d => d.id)
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.distance(l => (1 - (l.sim || 0)) * 220 + 50)
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.strength(l => l.sim || 0.5))
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.force('charge', d3.forceManyBody().strength(-380))
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.force('center', d3.forceCenter(width / 2, height / 2))
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.force('collide', d3.forceCollide().radius(d => Math.sqrt(Math.max(1, d.score)) * 6 + 6));
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const link = svg.append('g')
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.attr('stroke', '#999').attr('stroke-opacity', 0.4)
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.selectAll('line').data(links).join('line')
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.attr('stroke-width', d => Math.max(0.5, (d.sim || 0.5) * 3));
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const node = svg.append('g').selectAll('g')
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.data(nodes).join('g')
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.style('cursor', 'pointer')
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.call(d3.drag()
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.on('start', (e, d) => { if (!e.active) sim.alphaTarget(0.3).restart(); d.fx = d.x; d.fy = d.y; })
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.on('drag', (e, d) => { d.fx = e.x; d.fy = e.y; })
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.on('end', (e, d) => { if (!e.active) sim.alphaTarget(0); d.fx = null; d.fy = null; }))
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.on('click', (e, d) => {
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const url = `/antrag/${encodeURIComponent(d.drucksache)}` + (d.bundesland ? `?bundesland=${encodeURIComponent(d.bundesland)}` : '');
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window.location.href = url;
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});
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node.append('circle')
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.attr('r', d => Math.sqrt(Math.max(1, d.score)) * 5 + 4)
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.attr('fill', d => fraktionColor(d.fraktion))
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.attr('fill-opacity', 0.85)
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.attr('stroke', '#fff').attr('stroke-width', 1.5);
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node.append('title')
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.text(d => `${d.title}\n${d.bundesland} · ${d.fraktion || '?'} · Score ${d.score.toFixed(1)}/10\nKlick öffnet Detail`);
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node.append('text')
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.attr('x', 0)
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.attr('y', d => Math.sqrt(Math.max(1, d.score)) * 5 + 14)
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.attr('text-anchor', 'middle')
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.attr('font-size', '9px').attr('fill', '#333')
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.text(d => (d.title || d.drucksache).substring(0, 32));
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sim.on('tick', () => {
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link.attr('x1', d => d.source.x).attr('y1', d => d.source.y)
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.attr('x2', d => d.target.x).attr('y2', d => d.target.y);
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node.attr('transform', d => `translate(${d.x},${d.y})`);
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});
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}
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function showList() {
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document.getElementById('cluster-list').style.display = '';
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document.getElementById('cluster-detail').style.display = 'none';
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}
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// Initial load
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loadClusters();
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</script>
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{% endblock %}
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