feat: 申报赛道推荐助手首版 v1.0.1（match-guide-track-default）
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chenfuqiang
185
scripts/service/report_service.py
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185
scripts/service/report_service.py
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"""《申报策略建议书》HTML 组装。
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- 每位教师一份 `report-{report_id}.html`（Top 3 卡片 + 完整分层清单 + 剔除原因）
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- 批量匹配另生成汇总页 `brief-{batch_no}.html`（各教师 Top 1 一览）
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写入 `{skill_data}/html/`，宿主数据管理侧栏可预览；重建走固定 Action id `render-html`。
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"""
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from __future__ import annotations
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import json
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from typing import Any
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from service.html_page_service import load_html_template, render_html_placeholders, write_html_page
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from util.logging_config import get_skill_logger
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_TEMPLATE_REL = "assets/html/match-report.html"
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_TIER_BADGE = {"强烈推荐": "tier-strong", "可尝试": "tier-try", "不建议": "tier-not"}
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def _esc(value: Any) -> str:
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return html_escape(str(value if value is not None else "—"))
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def html_escape(text: str) -> str:
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import html
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return html.escape(text, quote=True)
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def _pct(value: Any) -> str:
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try:
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return f"{int(value)}%"
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except (TypeError, ValueError):
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return "—"
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def _top_cards(top3: list[dict[str, Any]]) -> str:
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if not top3:
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return '<p class="muted">没有可推荐的赛道：请检查画像完整性或指南赛道库。</p>'
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medals = ["🥇", "🥈", "🥉"]
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cards = []
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for idx, entry in enumerate(top3):
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badge = _TIER_BADGE.get(str(entry.get("tier")), "tier-not")
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reasons = "".join(f"<li>{_esc(r)}</li>" for r in entry.get("reasons") or [])
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cards.append(
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f'<div class="card-item">'
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f'<div class="card-head"><span class="medal">{medals[idx] if idx < 3 else "·"}</span>'
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f'<strong>{_esc(entry.get("track"))}</strong>'
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f'<span class="tag {badge}">{_esc(entry.get("tier"))} · {_pct(entry.get("match_pct"))}</span></div>'
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f'<ol class="reasons">{reasons}</ol>'
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f"</div>"
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)
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return "".join(cards)
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def _tier_table(tiers: dict[str, list[dict[str, Any]]]) -> str:
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rows = []
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order = ["强烈推荐", "可尝试", "不建议"]
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for tier in order:
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for entry in tiers.get(tier) or []:
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badge = _TIER_BADGE.get(tier, "tier-not")
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rows.append(
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"<tr>"
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f'<td class="nowrap"><span class="tag {badge}">{_esc(tier)}</span></td>'
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f'<td>{_esc(entry.get("track"))}</td>'
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f'<td class="nowrap">{_pct(entry.get("match_pct"))}</td>'
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f'<td class="muted">{_esc("、".join(entry.get("matched_tags") or []))}</td>'
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"</tr>"
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)
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if not rows:
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return '<tr><td colspan="4" class="muted">无</td></tr>'
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return "".join(rows)
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def _excluded_table(excluded: list[dict[str, Any]]) -> str:
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if not excluded:
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return ""
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rows = "".join(f"<tr><td>{_esc(e.get('track'))}</td><td class='muted'>{_esc(e.get('reason'))}</td></tr>" for e in excluded)
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return f'<div class="section"><h2>被硬门槛剔除的赛道</h2><table><tr><th>赛道</th><th>原因</th></tr>{rows}</table></div>'
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def build_match_html(result: dict[str, Any], batch_no: str = "") -> str:
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body = f"""
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<div class="verdict-line">
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<span class="tag tier-info">{_esc(result.get("teacher_name"))}</span>
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<span class="muted">{_esc(result.get("department") or "")} · 指南年度 {_esc(result.get("season"))} · 可匹配赛道 {_esc(result.get("eligible_count"))} 个 · 批次 {_esc(batch_no or result.get("batch_no"))}</span>
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</div>
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<div class="section"><h2>Top 3 最匹配赛道</h2>{_top_cards(result.get("top3") or [])}</div>
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<div class="section"><h2>完整分层清单</h2>
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<table><tr><th>分层</th><th>赛道</th><th>匹配度</th><th>命中标签</th></tr>{_tier_table(result.get("tiers") or {})}</table>
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</div>
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{_excluded_table(result.get("excluded") or [])}
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<footer>推荐由标签匹配算法生成、仅供参考；申报决策请结合个人规划与学院统筹，以当年度正式指南为准。</footer>
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"""
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template = load_html_template(_TEMPLATE_REL)
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return render_html_placeholders(
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template,
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{
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"TITLE": f"申报策略建议书 · {result.get('teacher_name') or ''}",
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"GENERATED_AT": str(result.get("season") or ""),
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"BODY": body,
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},
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)
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def write_report_for_kernel(*, result: dict[str, Any], batch_no: str) -> str:
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html_text = build_match_html(result, batch_no)
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log = get_skill_logger()
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path = write_html_page(f"report-{result['report_id']}.html", html_text)
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log.info("match_report_written report_id=%s path=%s stage=report", result["report_id"], path)
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return path
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def build_report_for_report_id(report_id: int) -> str:
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"""按报告 id 从库中取数并重写 HTML（重建入口用）。"""
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from db.connection import get_conn
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log = get_skill_logger()
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log.info("report_render_start report_id=%s stage=render", report_id)
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conn = get_conn()
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try:
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cur = conn.cursor()
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cur.execute("SELECT * FROM match_reports WHERE id = ?", (report_id,))
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row = cur.fetchone()
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if not row:
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raise ValueError(f"推荐报告不存在：{report_id}")
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columns = [d[0] for d in cur.description]
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record = dict(zip(columns, row))
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finally:
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conn.close()
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result = dict(record)
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for key in ("top_json", "tiers_json", "excluded_json"):
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target = key[:-5] if key.endswith("_json") else key
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try:
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result[target] = json.loads(record.get(key) or "[]")
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except (TypeError, ValueError):
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result[target] = []
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result["top3"] = result.get("top") or []
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html_text = build_match_html(result)
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path = write_html_page(f"report-{report_id}.html", html_text)
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log.info("report_render_done report_id=%s path=%s stage=render", report_id, path)
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return path
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def build_batch_brief(*, batch_no: str, results: list[dict[str, Any]], season: str) -> str:
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"""批量匹配汇总页：各教师 Top 1 一览。"""
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log = get_skill_logger()
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rows = []
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for result in results:
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top3 = result.get("top3") or []
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if top3:
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first = top3[0]
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badge = _TIER_BADGE.get(str(first.get("tier")), "tier-not")
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rows.append(
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"<tr>"
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f"<td>{_esc(result.get('teacher_name'))}</td>"
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f"<td class='muted'>{_esc(result.get('department'))}</td>"
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f"<td><span class='tag {badge}'>{_esc(first.get('tier'))}</span></td>"
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f"<td>{_esc(first.get('track'))}</td>"
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f"<td class='nowrap'>{_pct(first.get('match_pct'))}</td>"
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"</tr>"
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)
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else:
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rows.append(f"<tr><td>{_esc(result.get('teacher_name'))}</td><td colspan='4' class='muted'>无可推荐赛道（画像待补全）</td></tr>")
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if not rows:
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rows.append('<tr><td colspan="5" class="muted">本期无匹配结果。</td></tr>')
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body = f"""
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<div class="verdict-line">
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<span class="muted">指南年度 {_esc(season)} · 教师 {_esc(len(results))} 人 · 批次 {_esc(batch_no)}</span>
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</div>
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<div class="section"><h2>各教师 Top 1 赛道一览</h2>
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<table><tr><th>教师</th><th>学院</th><th>分层</th><th>最匹配赛道</th><th>匹配度</th></tr>{''.join(rows)}</table>
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</div>
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<footer>汇总由批量匹配自动生成，仅用于科研动员参考；详细理由见各教师《申报策略建议书》。</footer>
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"""
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template = load_html_template(_TEMPLATE_REL)
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page = render_html_placeholders(
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template,
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{"TITLE": "申报赛道匹配汇总", "GENERATED_AT": str(season), "BODY": body},
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)
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path = write_html_page(f"brief-{batch_no}.html", page)
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log.info("match_brief_written batch_no=%s path=%s stage=report", batch_no, path)
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return path
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