siemens_ragas/webapp/static/js/report.js

// report.js — 报告详情页渲染：元信息、指标卡片、分布图、分组表、低分样本复核。

const Report = {
  distChart: null,
  currentDetail: null,
  activeGrouping: null,

  // 加载并渲染指定运行的完整报告。
  async render(runId) {
    const empty = document.getElementById("report-empty");
    const content = document.getElementById("report-content");
    if (!runId) {
      empty.hidden = false;
      content.hidden = true;
      return;
    }
    empty.hidden = true;
    content.hidden = false;
    content.style.opacity = "0.4";

    try {
      const detail = await API.runDetail(runId);
      Report.currentDetail = detail;
      Report.renderMeta(detail.summary);
      Report.renderMetricCards(detail.summary, detail.report);
      Report.renderDistribution(detail.report);
      Report.renderGroupings(detail.report);
      Report.renderLowest(detail.report);
      Report.renderAdvice(detail.summary, detail.report);
      content.style.opacity = "1";
    } catch (err) {
      empty.hidden = false;
      content.hidden = true;
      empty.innerHTML = `<p>加载报告失败：${App.escape(err.message)}</p>`;
    }
  },

  // 顶部元信息条。
  renderMeta(summary) {
    const el = document.getElementById("report-meta");
    el.innerHTML = `
      <div>
        <div class="report-meta-title">${App.escape(summary.scenario_name || summary.run_id)}
          <span class="status-pill completed">● completed</span></div>
        <div class="report-meta-info">run_id: ${App.escape(summary.run_id)}</div>
      </div>
      <div class="report-meta-info">
        ${App.escape(summary.mode || "—")} · judge: ${App.escape(summary.judge_model || "—")}
        · ${summary.total_samples} 样本 (${summary.valid_samples} 有效 / ${summary.invalid_samples} 无效)
        · ${App.escape(App.shortTime(summary.finished_at))}
      </div>
    `;
  },

  // ① 指标均值卡片。
  renderMetricCards(summary, report) {
    const wrap = document.getElementById("metric-cards");
    wrap.innerHTML = "";
    const metrics = report.metrics && report.metrics.length ? report.metrics : summary.metrics;
    metrics.forEach((metric) => {
      const value = report.metric_means ? report.metric_means[metric] : null;
      const cls = App.scoreClass(value);
      const text = value === null || value === undefined ? "n/a" : value.toFixed(2);
      const card = document.createElement("div");
      card.className = "metric-card";
      card.innerHTML = `
        <div class="metric-value ${cls}">${text}</div>
        <div class="metric-name">${App.escape(metric)}</div>
      `;
      wrap.appendChild(card);
    });
  },

  // ② 分数分布直方图（可切换指标）。
  renderDistribution(report) {
    const select = document.getElementById("dist-metric-select");
    const distributions = report.distributions || {};
    const metricsWithDist = Object.keys(distributions);

    select.innerHTML = "";
    if (metricsWithDist.length === 0) {
      Report._drawDistChart([], []);
      return;
    }
    metricsWithDist.forEach((metric) => {
      const opt = document.createElement("option");
      opt.value = metric;
      opt.textContent = metric;
      select.appendChild(opt);
    });
    select.onchange = () => Report._updateDistChart(select.value);
    Report._updateDistChart(metricsWithDist[0]);
  },

  // 用选定指标的分箱数据刷新直方图。
  _updateDistChart(metric) {
    const distributions = Report.currentDetail.report.distributions || {};
    const bins = distributions[metric] || [];
    const labels = bins.map((b) => b.label);
    const counts = bins.map((b) => b.count);
    const colors = bins.map((b) => Report._binColor(b.lower));
    Report._drawDistChart(labels, counts, colors);
  },

  // 低分箱偏红、高分箱偏绿，直观暴露长尾。
  _binColor(lower) {
    if (lower >= 0.8) return "#16a34a";
    if (lower >= 0.6) return "#84cc16";
    if (lower >= 0.4) return "#eab308";
    if (lower >= 0.2) return "#f97316";
    return "#dc2626";
  },

  // 实际绘制 Chart.js 柱状图。
  _drawDistChart(labels, counts, colors) {
    const canvas = document.getElementById("dist-chart");
    if (Report.distChart) Report.distChart.destroy();
    Report.distChart = new Chart(canvas, {
      type: "bar",
      data: {
        labels,
        datasets: [{ data: counts, backgroundColor: colors || "#009999", borderRadius: 4 }],
      },
      options: {
        responsive: true,
        plugins: { legend: { display: false } },
        scales: {
          y: { beginAtZero: true, ticks: { precision: 0 }, grid: { color: "#f1f5f9" } },
          x: { grid: { display: false } },
        },
      },
    });
  },

  // ③ 分组均值（difficulty / question_type / language）。
  renderGroupings(report) {
    const tabsEl = document.getElementById("grouping-tabs");
    const tableEl = document.getElementById("grouping-table");
    const groupings = report.groupings || {};
    const fields = Object.keys(groupings);

    tabsEl.innerHTML = "";
    if (fields.length === 0) {
      tableEl.innerHTML = '<p class="muted tiny">数据集未包含可分组字段（difficulty / question_type）。</p>';
      return;
    }

    const fieldLabels = { difficulty: "难度", question_type: "类型", language: "语言" };
    Report.activeGrouping = fields[0];
    fields.forEach((field) => {
      const tab = document.createElement("button");
      tab.className = "grouping-tab" + (field === Report.activeGrouping ? " active" : "");
      tab.textContent = fieldLabels[field] || field;
      tab.onclick = () => {
        Report.activeGrouping = field;
        tabsEl.querySelectorAll(".grouping-tab").forEach((t) => t.classList.remove("active"));
        tab.classList.add("active");
        Report._drawGroupTable(report, field);
      };
      tabsEl.appendChild(tab);
    });
    Report._drawGroupTable(report, Report.activeGrouping);
  },

  // 渲染单个分组字段的均值表。
  _drawGroupTable(report, field) {
    const tableEl = document.getElementById("grouping-table");
    const stats = report.groupings[field] || [];
    const metrics = report.metrics || [];

    let head = "<tr><th>组</th><th>样本</th>";
    metrics.forEach((m) => (head += `<th>${App.escape(App.shortMetric(m))}</th>`));
    head += "</tr>";

    let body = "";
    stats.forEach((stat) => {
      body += `<tr><td>${App.escape(stat.key)}</td><td>${stat.count}</td>`;
      metrics.forEach((m) => {
        const v = stat.means ? stat.means[m] : null;
        const cls = App.scoreClass(v);
        const text = v === null || v === undefined ? "—" : v.toFixed(2);
        body += `<td class="${cls}">${text}</td>`;
      });
      body += "</tr>";
    });
    tableEl.innerHTML = `<table class="group-table">${head}${body}</table>`;
  },

  // ④ 最低分样本逐条复核表（点击展开）。
  renderLowest(report) {    const wrap = document.getElementById("lowest-table");
    const samples = report.lowest_samples || [];
    wrap.innerHTML = "";
    if (samples.length === 0) {
      wrap.innerHTML = '<div class="lowest-detail-inner" style="padding:16px">暂无可复核样本。</div>';
      return;
    }
    const metrics = report.metrics || [];
    samples.forEach((sample, idx) => {
      const row = document.createElement("div");
      row.className = "lowest-row";
      const scoreBadges = metrics
        .map((m) => {
          const v = sample.metrics ? sample.metrics[m] : null;
          const cls = App.scoreClass(v);
          const text = v === null || v === undefined ? "—" : v.toFixed(2);
          return `<span class="score-badge ${cls}" title="${App.escape(m)}">${text}</span>`;
        })
        .join("");
      row.innerHTML = `
        <span class="sid">${App.escape(sample.sample_id)}</span>
        <span class="q">${App.escape(sample.question || "—")}</span>
        <span class="scores">${scoreBadges}</span>
      `;

      const detail = document.createElement("div");
      detail.className = "lowest-detail";
      detail.hidden = true;
      detail.innerHTML = Report._detailHtml(sample);

      row.addEventListener("click", () => {
        detail.hidden = !detail.hidden;
      });
      wrap.appendChild(row);
      wrap.appendChild(detail);
    });
  },

  // 单条样本的展开详情：question / contexts / answer / ground_truth。
  _detailHtml(sample) {
    const contexts = (sample.contexts || [])
      .map((c, i) => `<div class="ctx-item">[${i + 1}] ${App.escape(c)}</div>`)
      .join("");
    const errorBlock = sample.error
      ? `<div class="detail-field"><div class="detail-label">错误 error</div><div style="color:#dc2626">${App.escape(sample.error)}</div></div>`
      : "";
    return `
      <div class="lowest-detail-inner">
        <div class="detail-field">
          <div class="detail-label">问题 question</div>
          <div>${App.escape(sample.question || "—")}</div>
        </div>
        <div class="detail-field">
          <div class="detail-label">检索片段 contexts</div>
          <div class="detail-context">${contexts || "（空）"}</div>
        </div>
        <div class="detail-field">
          <div class="detail-label">生成答案 answer</div>
          <div>${App.escape(sample.answer || "—")}</div>
        </div>
        <div class="detail-field">
          <div class="detail-label">标准答案 ground_truth</div>
          <div class="detail-gt">${App.escape(sample.ground_truth || "—")}</div>
        </div>
        ${errorBlock}
      </div>
    `;
  },

  // ⑤ 优化建议（仅 optimization_advice.md 存在时渲染）。
  renderAdvice(summary, report) {
    const section = document.getElementById("advice-section");
    const body = document.getElementById("advice-body");
    const modelLabel = document.getElementById("advice-model-label");

    const md = report.advice_markdown || "";
    if (!md.trim()) {
      section.hidden = true;
      return;
    }

    section.hidden = false;
    modelLabel.textContent = summary.judge_model ? `judge: ${summary.judge_model}` : "";

    // 简单 Markdown → HTML 转换（标题、列表、分隔线、粗体）
    const escaped = md
      .replace(/&/g, "&amp;").replace(/</g, "&lt;").replace(/>/g, "&gt;");
    const html = escaped
      .replace(/^#{3}\s+(.+)$/gm, "<h3>$1</h3>")
      .replace(/^#{2}\s+(.+)$/gm, "<h2>$1</h2>")
      .replace(/^#{1}\s+(.+)$/gm, "<h1>$1</h1>")
      .replace(/^---+$/gm, "<hr>")
      .replace(/\*\*(.+?)\*\*/g, "<strong>$1</strong>")
      .replace(/^- (.+)$/gm, "<li>$1</li>")
      .replace(/(<li>[^]*?<\/li>\n?)+/g, (m) => `<ul>${m}</ul>`)
      .replace(/\n\n+/g, "\n<br>\n");

    body.innerHTML = `<div class="advice-md">${html}</div>`;
  },
};