feat: add search and user data routes, services, and tests
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"""FTS5 全文搜索服务 — 关键词 + 标签筛选,命中片段高亮,分页。"""
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from __future__ import annotations
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import math
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import re
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from sqlalchemy import text
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from sqlalchemy.orm import Session, joinedload
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from app.models import Paper
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# ── 输入清洗 ──────────────────────────────────────────────────────────
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# FTS5 查询语法中的特殊字符,用户输入时需要移除
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_FTS5_SPECIAL = re.compile(r'["{}()^+:]')
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def _sanitize_query(raw: str) -> str:
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"""清洗用户输入,生成安全的 FTS5 MATCH 表达式。
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- 移除 FTS5 特殊字符
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- 按空白拆分为 token,用 AND 连接
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- 空字符串返回 None
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"""
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cleaned = _FTS5_SPECIAL.sub("", raw.strip())
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tokens = cleaned.split()
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if not tokens:
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return None
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return " AND ".join(tokens)
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# ── 核心搜索 ──────────────────────────────────────────────────────────
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def search_papers(
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db: Session,
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*,
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query: str | None = None,
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tag: str | None = None,
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sort: str = "relevance",
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page: int = 1,
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page_size: int = 20,
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) -> dict:
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"""FTS5 搜索论文。
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返回::
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{
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"results": list[Paper],
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"snippets": dict[int, dict], # paper_id → {title_zh, abstract}
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"total": int,
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"page": int,
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"total_pages": int,
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}
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"""
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match_expr = _sanitize_query(query) if query else None
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# ── 无关键词 + 无标签 → 空结果 ──
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if not match_expr and not tag:
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return {
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"results": [],
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"snippets": {},
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"total": 0,
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"page": page,
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"total_pages": 0,
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}
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# ── 构建条件性 JOIN 和 WHERE 片段 ──
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tag_join = ""
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tag_where = ""
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tag_params: dict = {}
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if tag:
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tag_join = "JOIN paper_tags pt ON pt.paper_id = p.id"
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tag_where = "AND pt.tag = :tag"
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tag_params["tag"] = tag
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offset = (page - 1) * page_size
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if match_expr:
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return _search_with_fts(
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db, match_expr, tag_join, tag_where, tag_params,
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sort, page, page_size, offset,
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)
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else:
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return _search_tag_only(
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db, tag, sort, page, page_size, offset,
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)
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def _search_with_fts(
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db: Session,
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match_expr: str,
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tag_join: str,
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tag_where: str,
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tag_params: dict,
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sort: str,
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page: int,
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page_size: int,
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offset: int,
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) -> dict:
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"""有关键词时的 FTS5 MATCH 搜索。"""
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params = {"query": match_expr, "limit": page_size, "offset": offset}
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params.update(tag_params)
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order = "bm25(papers_fts)" if sort == "relevance" else "p.paper_date DESC, p.upvotes DESC"
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# ── 主查询:取 ID + rank + snippet ──
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rows_sql = text(f"""
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SELECT
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p.id,
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papers_fts.rank,
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snippet(papers_fts, 1, '<mark>', '</mark>', '...', 32) AS snippet_title_zh,
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snippet(papers_fts, 2, '<mark>', '</mark>', '...', 32) AS snippet_abstract
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FROM papers_fts
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JOIN papers p ON p.id = papers_fts.rowid
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{tag_join}
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WHERE papers_fts MATCH :query
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{tag_where}
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ORDER BY {order}
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LIMIT :limit OFFSET :offset
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""")
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fts_rows = db.execute(rows_sql, params).fetchall()
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# ── 计数查询 ──
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count_sql = text(f"""
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SELECT COUNT(DISTINCT papers_fts.rowid)
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FROM papers_fts
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JOIN papers p ON p.id = papers_fts.rowid
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{tag_join}
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WHERE papers_fts MATCH :query
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{tag_where}
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""")
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total = db.execute(count_sql, params).scalar() or 0
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paper_ids = [row[0] for row in fts_rows]
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snippets = {
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row[0]: {"title_zh": row[2], "abstract": row[3]}
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for row in fts_rows
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}
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papers = _load_papers_by_ids(db, paper_ids, sort, {row[0]: row[1] for row in fts_rows})
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return {
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"results": papers,
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"snippets": snippets,
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"total": total,
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"page": page,
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"total_pages": math.ceil(total / page_size) if total else 0,
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}
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def _search_tag_only(
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db: Session,
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tag: str,
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sort: str,
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page: int,
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page_size: int,
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offset: int,
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) -> dict:
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"""只有标签筛选,无关键词。"""
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order = "p.paper_date DESC, p.upvotes DESC" if sort == "date" else "p.paper_date DESC, p.upvotes DESC"
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rows_sql = text(f"""
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SELECT p.id
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FROM papers p
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JOIN paper_tags pt ON pt.paper_id = p.id
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WHERE pt.tag = :tag
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ORDER BY {order}
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LIMIT :limit OFFSET :offset
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""")
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rows = db.execute(rows_sql, {"tag": tag, "limit": page_size, "offset": offset}).fetchall()
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count_sql = text("""
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SELECT COUNT(DISTINCT p.id)
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FROM papers p
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JOIN paper_tags pt ON pt.paper_id = p.id
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WHERE pt.tag = :tag
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""")
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total = db.execute(count_sql, {"tag": tag}).scalar() or 0
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paper_ids = [row[0] for row in rows]
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papers = _load_papers_by_ids(db, paper_ids)
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return {
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"results": papers,
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"snippets": {},
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"total": total,
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"page": page,
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"total_pages": math.ceil(total / page_size) if total else 0,
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}
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def _load_papers_by_ids(
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db: Session,
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paper_ids: list[int],
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sort: str | None = None,
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rank_map: dict[int, float] | None = None,
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) -> list[Paper]:
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"""根据 ID 列表加载完整 ORM 对象,保持原始排序。"""
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if not paper_ids:
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return []
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papers = (
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db.query(Paper)
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.filter(Paper.id.in_(paper_ids))
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.options(
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joinedload(Paper.authors),
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joinedload(Paper.tags),
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joinedload(Paper.summary_status),
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joinedload(Paper.bookmark),
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joinedload(Paper.reading_status),
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)
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.all()
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)
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# 按 FTS rank / tag-only 原始顺序排列
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id_order = {pid: idx for idx, pid in enumerate(paper_ids)}
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papers.sort(key=lambda p: id_order.get(p.id, 0))
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return papers
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# ── 辅助查询 ──────────────────────────────────────────────────────────
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def get_all_tags(db: Session) -> list[str]:
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"""返回所有不重复的标签,按字母排序。"""
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rows = db.execute(
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text("SELECT DISTINCT tag FROM paper_tags ORDER BY tag")
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).fetchall()
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return [row[0] for row in rows]
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