kg-agent/scripts/verify_meta.py

"""验证元知识图谱：实体统计与到项目枢纽的联通关系。"""

from neo4j import GraphDatabase

from knowledge_agent.config import get_settings


def main() -> None:
    s = get_settings()
    with GraphDatabase.driver(s.neo4j_uri, auth=(s.neo4j_user, s.neo4j_password)) as d:
        q1 = """
        MATCH (e:实体类型)
        RETURN e.name AS entity, e.count AS cnt, e.is_hub AS hub
        ORDER BY cnt DESC
        """
        print("== 实体类型与数量 ==")
        for r in d.execute_query(q1).records:
            hub = "  [枢纽]" if r["hub"] else ""
            print(f"  {r['entity']}: {r['cnt']}{hub}")

        q2 = """
        MATCH (e:实体类型)-[rel:关联 {type:'所属项目'}]->(p:实体类型 {name:'项目'})
        RETURN e.name AS src, rel.key AS key, rel.cardinality AS card
        """
        print("== 联通到项目枢纽的实体（关联键） ==")
        for r in d.execute_query(q2).records:
            print(f"  {r['src']} --所属项目--> 项目   键: {r['key']}  基数: {r['card']}")

        q3 = """
        MATCH (d:部门)-[:提供]->(f:数据源)-[:产出]->(e:实体类型)
        RETURN d.name AS dept, count(DISTINCT f) AS files, count(DISTINCT e) AS entities
        ORDER BY dept
        """
        print("== 部门 → 文件 → 实体 汇总 ==")
        for r in d.execute_query(q3).records:
            print(f"  {r['dept']}: {r['files']} 个文件, 产出 {r['entities']} 类实体")


if __name__ == "__main__":
    main()