gwoe-antragspruefer/app/templates/v2/screens/cluster.html

{% extends "v2/base.html" %}

{% block title %}Cluster — GWÖ-Antragsprüfer{% endblock %}

{% set v2_active_nav = "cluster" %}

{% block head_extra %}
<style>
.cluster-toolbar {
  display: flex;
  gap: 8px;
  align-items: center;
  flex-wrap: wrap;
  margin-bottom: 1rem;
  padding: 10px 12px;
  background: var(--ecg-bg-subtle);
  border-radius: 4px;
  font-size: 12px;
  font-family: var(--font-mono);
}
.cluster-toolbar select {
  font-family: var(--font-mono);
  font-size: 11px;
  padding: 4px 8px;
  border: 1px solid var(--ecg-border);
  border-radius: 3px;
  background: var(--ecg-card-bg);
  color: var(--ecg-dark);
}
.cluster-card {
  background: var(--ecg-card-bg);
  border: 1px solid var(--ecg-border);
  border-radius: 6px;
  padding: 14px 16px;
  margin-bottom: 10px;
  cursor: pointer;
  transition: border-color 0.1s;
}
.cluster-card:hover { border-color: var(--ecg-teal); }
.cluster-card h3 {
  font-family: var(--font-display);
  font-size: 14px;
  color: var(--ecg-teal);
  margin: 0 0 4px;
}
.cluster-meta {
  display: flex;
  gap: 10px;
  font-size: 11px;
  font-family: var(--font-mono);
  opacity: 0.65;
  margin-bottom: 6px;
  flex-wrap: wrap;
}
.cluster-score {
  font-weight: 700;
  color: var(--ecg-green);
}
.cluster-fraktionen {
  display: flex;
  gap: 4px;
  flex-wrap: wrap;
  margin-top: 6px;
}
.fraktion-bar {
  display: inline-flex;
  align-items: center;
  gap: 3px;
  font-size: 10px;
  font-family: var(--font-mono);
  padding: 2px 6px;
  border-radius: 3px;
  background: var(--ecg-bg-subtle);
  border: 1px solid var(--ecg-border);
}
/* Cluster detail panel */
#cluster-detail {
  display: none;
  margin-top: 1rem;
}
#cluster-detail-back {
  font-family: var(--font-mono);
  font-size: 11px;
  color: var(--ecg-teal);
  cursor: pointer;
  margin-bottom: 10px;
  display: inline-block;
}
#cluster-detail-back:hover { text-decoration: underline; }
</style>
{% endblock %}

{% block main %}
<div style="padding:0 0 1.5rem;">
  <h1 style="font-family:var(--font-display);font-size:22px;color:var(--ecg-teal);margin:0 0 4px;">Cluster</h1>
  <p style="font-size:12px;font-family:var(--font-mono);color:var(--ecg-dark);opacity:0.6;">
    Thematisch ähnliche Anträge · Cosine-Similarity über Embeddings
  </p>
</div>

<!-- Toolbar -->
<div class="cluster-toolbar">
  <label for="cl-bl">Bundesland:</label>
  <select id="cl-bl" onchange="loadClusters()">
    <option value="">Bundesweit</option>
    {% for code in bl_codes %}
    <option value="{{ code }}">{{ code }}</option>
    {% endfor %}
  </select>

  <label for="cl-thr" style="margin-left:8px;">Schwellenwert:</label>
  <input type="range" id="cl-thr" min="0.40" max="0.80" step="0.05" value="0.55"
         style="width:100px;"
         oninput="document.getElementById('cl-thr-val').textContent = parseFloat(this.value).toFixed(2)"
         onchange="loadClusters()">
  <span id="cl-thr-val" style="min-width:30px;">0.55</span>

  <button onclick="loadClusters()"
          style="font-family:var(--font-mono);font-size:11px;padding:4px 10px;
                 background:var(--ecg-teal);color:#fff;border:none;border-radius:3px;cursor:pointer;
                 margin-left:8px;">
    Aktualisieren
  </button>
</div>

<!-- Main list view -->
<div id="cluster-list">
  <div style="font-family:var(--font-mono);font-size:12px;opacity:0.5;">Lade Cluster …</div>
</div>

<!-- Detail view (shown when cluster is clicked) -->
<div id="cluster-detail">
  <span id="cluster-detail-back" onclick="showList()">← Zurück zur Übersicht</span>
  <div id="cluster-detail-content"></div>
</div>

<!-- Link to classic Force-Graph -->
<div style="margin-top:1.5rem;font-size:11px;font-family:var(--font-mono);opacity:0.6;">
  Vollständige Force-Graph-Visualisierung:
  <a href="/classic?mode=clusters" style="color:var(--ecg-teal);">Klassische Ansicht →</a>
</div>

{% endblock %}

{% block body_scripts %}
<script>
let _clusters = [];

async function loadClusters() {
  const listEl = document.getElementById('cluster-list');
  const bl     = document.getElementById('cl-bl').value;
  const thr    = document.getElementById('cl-thr').value;

  listEl.innerHTML = '<div style="font-family:var(--font-mono);font-size:12px;opacity:0.5;">Lade Cluster …</div>';
  document.getElementById('cluster-detail').style.display = 'none';
  listEl.style.display = '';

  let url = '/api/clusters?threshold=' + thr;
  if (bl) url += '&bundesland=' + encodeURIComponent(bl);

  try {
    const resp = await fetch(url);
    const data = await resp.json();
    _clusters = data.clusters || [];

    if (!_clusters.length) {
      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>';
      return;
    }

    // Sort by size descending
    _clusters.sort((a, b) => (b.members || []).length - (a.members || []).length);

    // Top-10 list
    const top = _clusters.slice(0, 10);
    listEl.innerHTML = top.map((cl, idx) => renderClusterCard(cl, idx)).join('');

  } catch (e) {
    listEl.innerHTML = '<div style="color:var(--ecg-dark);font-family:var(--font-mono);font-size:12px;">Fehler: ' + e.message + '</div>';
  }
}

function renderClusterCard(cl, idx) {
  const members   = cl.members || [];
  const avgScore  = cl.avg_score != null ? parseFloat(cl.avg_score).toFixed(1) : '—';
  const label     = cl.label || cl.title || ('Cluster ' + (idx + 1));
  const fraktionen = cl.fraktionen || {};

  const frakBars = Object.entries(fraktionen)
    .sort((a, b) => b[1] - a[1])
    .slice(0, 5)
    .map(([f, n]) => `<span class="fraktion-bar">${f} <strong>${n}</strong></span>`)
    .join('');

  return `<div class="cluster-card" onclick="showCluster(${idx})">
    <h3>${label}</h3>
    <div class="cluster-meta">
      <span>${members.length} Antrag${members.length !== 1 ? 'e' : ''}</span>
      <span class="cluster-score">Ø ${avgScore}</span>
    </div>
    ${frakBars ? `<div class="cluster-fraktionen">${frakBars}</div>` : ''}
  </div>`;
}

function showCluster(idx) {
  const cl = _clusters[idx];
  if (!cl) return;

  document.getElementById('cluster-list').style.display = 'none';
  const detail = document.getElementById('cluster-detail');
  const content = document.getElementById('cluster-detail-content');
  detail.style.display = '';

  const members = cl.members || [];
  const label   = cl.label || cl.title || ('Cluster ' + (idx + 1));
  const avgScore = cl.avg_score != null ? parseFloat(cl.avg_score).toFixed(1) : '—';

  content.innerHTML = `
    <div style="margin-bottom:1rem;">
      <h2 style="font-family:var(--font-display);font-size:18px;color:var(--ecg-teal);">${label}</h2>
      <p style="font-family:var(--font-mono);font-size:12px;opacity:0.65;">
        ${members.length} Anträge · Ø Score ${avgScore}
      </p>
    </div>
    <div role="list">
      ${members.map(m => `
        <a href="/antrag/${encodeURIComponent(m.drucksache || m)}"
           class="v2-result-row" style="display:block;text-decoration:none;">
          <div class="v2-result-meta">
            <span class="v2-chip" style="font-size:10px;">${m.bundesland || ''}</span>
            <span style="font-size:11px;opacity:0.6;font-family:var(--font-mono);">${m.drucksache || m}</span>
          </div>
          <div class="v2-result-title">${m.titel || m.drucksache || m}</div>
          ${m.gwoe_score != null ? `<div style="font-family:var(--font-mono);font-size:12px;color:var(--ecg-teal);font-weight:700;">Score ${parseFloat(m.gwoe_score).toFixed(1)}</div>` : ''}
        </a>`).join('')}
    </div>`;
}

function showList() {
  document.getElementById('cluster-list').style.display = '';
  document.getElementById('cluster-detail').style.display = 'none';
}

// Initial load
loadClusters();
</script>
{% endblock %}