""" JSON → Neo4j 导入脚本。 图谱 Schema: 节点: Character, Location, Faction, Event 关系: VISITED, CONTROLS, HAS_MEMBER, LEADS, OCCURRED_AT """ import json from pathlib import Path from neo4j import Driver DATA_DIR = Path(__file__).parent.parent / "data" # ── 工具函数 ────────────────────────────────────────────── def _split_characters(name: str) -> list[str]: """'寇仲 & 徐子陵' → ['寇仲', '徐子陵']""" return [c.strip() for c in name.split("&") if c.strip()] def _split_leaders(leader: str) -> list[str]: """'翟让/李密' → ['翟让', '李密'];过滤'未提及'""" parts = [p.strip() for p in leader.split("/") if p.strip()] return [p for p in parts if p not in ("未提及", "")] # ── Schema 初始化 ───────────────────────────────────────── def setup_schema(driver: Driver): with driver.session() as s: s.run("CREATE CONSTRAINT IF NOT EXISTS FOR (n:Character) REQUIRE n.name IS UNIQUE") s.run("CREATE CONSTRAINT IF NOT EXISTS FOR (n:Location) REQUIRE n.id IS UNIQUE") s.run("CREATE CONSTRAINT IF NOT EXISTS FOR (n:Faction) REQUIRE n.id IS UNIQUE") s.run("CREATE CONSTRAINT IF NOT EXISTS FOR (n:Event) REQUIRE n.id IS UNIQUE") s.run("CREATE INDEX IF NOT EXISTS FOR (e:Event) ON (e.vol)") s.run("CREATE INDEX IF NOT EXISTS FOR ()-[r:VISITED]-() ON (r.vol)") s.run("CREATE INDEX IF NOT EXISTS FOR ()-[r:CONTROLS]-() ON (r.vol)") # ── 各类型导入 ──────────────────────────────────────────── def _import_locations(session, locations: list[dict]): for loc in locations: session.run( """ MERGE (l:Location {id: $id}) SET l.name = $name, l.type = $type, l.lat = $lat, l.lng = $lng """, id=loc["id"], name=loc["name"], type=loc.get("type", ""), lat=loc.get("lat"), lng=loc.get("lng"), ) def _import_factions(session, factions: list[dict], vol: int): for f in factions: session.run( """ MERGE (n:Faction {id: $id}) SET n.name = $name, n.type = $type, n.color = $color """, id=f["id"], name=f["name"], type=f.get("type", ""), color=f.get("color", ""), ) # Faction → CONTROLS → Location for loc_id in f.get("territory", []): session.run( """ MATCH (fac:Faction {id: $fid}) MATCH (loc:Location {id: $lid}) MERGE (fac)-[:CONTROLS {vol: $vol}]->(loc) """, fid=f["id"], lid=loc_id, vol=vol, ) # Faction → HAS_MEMBER → Character for figure in f.get("key_figures", []): if not figure: continue session.run( """ MERGE (c:Character {name: $name}) WITH c MATCH (fac:Faction {id: $fid}) MERGE (fac)-[:HAS_MEMBER {vol: $vol}]->(c) """, name=figure, fid=f["id"], vol=vol, ) # Character → LEADS → Faction for leader_name in _split_leaders(f.get("leader", "")): session.run( """ MERGE (c:Character {name: $name}) WITH c MATCH (fac:Faction {id: $fid}) MERGE (c)-[:LEADS {vol: $vol}]->(fac) """, name=leader_name, fid=f["id"], vol=vol, ) def _import_routes(session, routes: list[dict], vol: int): for route in routes: char_color = route.get("color", "") char_names = _split_characters(route["character"]) for char_name in char_names: session.run( "MERGE (c:Character {name: $name}) SET c.color = $color", name=char_name, color=char_color, ) for wp in route.get("route", []): loc_id = wp.get("location") if not loc_id: continue # lat/lng only → 跳过(无命名地点节点) chapter = wp.get("chapter", 0) event = wp.get("event", "") session.run( """ MATCH (c:Character {name: $char}) MATCH (l:Location {id: $lid}) MERGE (c)-[v:VISITED {vol: $vol, chapter: $chapter}]->(l) SET v.event = $event """, char=char_name, lid=loc_id, vol=vol, chapter=chapter, event=event, ) def _import_events(session, events: list[dict], vol: int): for i, evt in enumerate(events): event_id = f"v{vol:02d}_e{i:03d}" chapter = evt.get("chapter", 0) description = evt.get("event", "") session.run( """ MERGE (e:Event {id: $id}) SET e.vol = $vol, e.chapter = $chapter, e.description = $description """, id=event_id, vol=vol, chapter=chapter, description=description, ) # 只在有命名地点 id 时建立关系(lat/lng 条目跳过) loc_ref = evt.get("location") if isinstance(loc_ref, str) and loc_ref: session.run( """ MATCH (e:Event {id: $eid}) MATCH (l:Location {id: $lid}) MERGE (e)-[:OCCURRED_AT]->(l) """, eid=event_id, lid=loc_ref, ) # ── 主入口 ──────────────────────────────────────────────── def build_graph(driver: Driver, clear: bool = False): if clear: print("Clearing existing graph data...") with driver.session() as s: s.run("MATCH (n) DETACH DELETE n") print("Setting up schema constraints and indexes...") setup_schema(driver) imported = 0 for vol_num in range(1, 64): filepath = DATA_DIR / f"vol{vol_num:02d}.json" if not filepath.exists(): continue with open(filepath, encoding="utf-8") as f: data = json.load(f) with driver.session() as session: _import_locations(session, data.get("locations", [])) _import_factions(session, data.get("factions", []), vol_num) _import_routes(session, data.get("character_routes", []), vol_num) _import_events(session, data.get("key_events", []), vol_num) imported += 1 print(f" [✓] vol{vol_num:02d} imported") print(f"\nDone. Imported {imported} volumes.")