DataOps-platform/app/services/package_function.py

# 封装mysql执行函数、创建节点函数
from flask_sqlalchemy import SQLAlchemy
from app.core.graph.graph_operations import connect_graph
from py2neo import Node, RelationshipMatch

db = SQLAlchemy()

def execute_sql(cur, sql, params):
    result = db.session.execute(sql, params)
    return result.fetchall()


def sql_commit(sql):
    try:
        db.session.execute(sql)
        db.session.commit()
    except Exception as e:
        db.session.rollback()
        raise e


def sql_execute_result(sql):
    try:
        result = db.session.execute(sql)
        return result.fetchall()
    except Exception as e:
        raise e


# 创建或获取节点
def create_or_get_node(label, **properties):
    node = connect_graph.nodes.match(label, **properties).first()
    if node is None:
        node = Node(label, **properties)
        connect_graph.create(node)
    return node


# 查询是否存在节点
def get_node(label, **properties):
    node = connect_graph.nodes.match(label, **properties).first()
    # 如果没有找到匹配的节点，node 将会是 None
    return node


# 查询是否存在关系
def relationship_exists(start_node, rel_type, end_node, **properties):
    matcher = connect_graph.match(nodes=[start_node, end_node], r_type=rel_type)
    # 如果需要匹配关系的属性
    if properties:
        matcher = matcher.where(**properties)
    result = matcher.first()
    return result is not None


# 关系权重生成
def relation_weights(relation):
    relation_list = ['父亲', '母亲', '儿子', '女儿']
    if relation in relation_list:
        return 3
    else:
        return 1


def workplace_weights(workplace_list, workplace):
    if workplace in workplace_list:
        return 3
    else:
        return 1


def soure_organization_name(workplace):
    query = f"match (n:workplace)<-[r:workin]-(subordinate_person:worker)" \
            f"WHERE n.organization_no = '{workplace}' " \
            f"return subordinate_person.code as code"
    result = connect_graph.run(query).data()
    return result


# 输入人员编码列表,得到员工与工作单位的关系,并且在此函数内完成员工,亲属,以及人-工作单位关系的创建
def create_person_workplace(code_list, flag, relatives_type):
    nodes = []
    links = []

    condition = tuple(map(int, relatives_type.split(",")))
    relation_dict = {
        (0, 0, 0, 0): lambda: [],
        (0, 0, 0, 1): lambda: [],
        (0, 0, 1, 0): lambda: [],
        (0, 1, 0, 0): lambda: person_relative(links, code_list, 0),
        (0, 1, 0, 1): lambda: person_relative(links, code_list, 0),
        (0, 1, 1, 0): lambda: person_relative(links, code_list, 0),
        (0, 1, 1, 1): lambda: person_relative(links, code_list, 0),
        (1, 0, 0, 0): lambda: person_relative(links, code_list, 1),
        (1, 0, 0, 1): lambda: person_relative(links, code_list, 1),
        (1, 0, 1, 0): lambda: person_relative(links, code_list, 1),
        (1, 0, 1, 1): lambda: person_relative(links, code_list, 1),
        (1, 1, 0, 0): lambda: person_relative(links, code_list, (0, 1)),
        (1, 1, 0, 1): lambda: person_relative(links, code_list, (0, 1)),
        (1, 1, 1, 0): lambda: person_relative(links, code_list, (0, 1)),
        (1, 1, 1, 1): lambda: person_relative(links, code_list, (0, 1))
    }

    query = """
        MATCH (n:worker)-[r:relatives]-(m:worker), (n)-[:workin]-(wrk_n:workplace), (m)-[:workin]-(wrk_m:workplace)
        WHERE n.code IN $codes
        RETURN 
            n.name as employee,
            id(n) as id_n,
            wrk_n.name as employee_workplace,
            id(wrk_n) as id_wrk_n,
            m.name as relatives,
            id(m) as id_m,
            wrk_m.name as relatives_workplace,
            id(wrk_m) as id_wrk_m,
            CASE WHEN exists(wrk_m.organization_no) THEN 1 ELSE 0 END as relatives_status
    """
    result = connect_graph.run(query, codes=code_list).data()
    handle_function = relation_dict.get(condition, [])

    for row in result:
        employee = row['employee']
        id_employee = row['id_n']
        employee_workplace = row['employee_workplace']
        id_employee_workplace = row['id_wrk_n']
        relatives = row['relatives']
        id_relatives = row['id_m']
        relatives_workplace = row['relatives_workplace']
        id_relatives_workplace = row['id_wrk_m']
        relatives_status = row['relatives_status']

        nodes.extend(create_node(employee, id_employee, 'selected'))
        nodes.extend(create_node(employee_workplace, id_employee_workplace,
                                 'work_place_selected' if flag else 'internel_work_place'))
        links.extend(create_relation(id_employee, id_employee_workplace, 'work_in'))
        temp_node, temp_link = handle_condition(condition, relatives, id_relatives, relatives_workplace,
                                                id_relatives_workplace, relatives_status)
        nodes.extend(temp_node)
        links.extend(temp_link)

    if condition[0] != 0 or condition[1] != 0:
        links.extend(handle_function())
    return nodes, links


# 处理不同筛选条件的节点/关系
def handle_condition(condition, relatives, id_relatives, relatives_workplace, id_relatives_workplace, relatives_status):
    nodes = []
    links = []
    if condition == (0, 0, 0, 1):
        nodes.extend(
            create_node(relatives_workplace, id_relatives_workplace, '' if relatives_status else 'externel_work_place'))
    elif condition == (0, 0, 1, 0):
        nodes.extend(
            create_node(relatives_workplace, id_relatives_workplace, 'internel_work_place' if relatives_status else ''))
    elif condition == (0, 0, 1, 1):
        nodes.extend(
            create_node(relatives_workplace, id_relatives_workplace,
                        'internel_work_place' if relatives_status else 'externel_work_place'))
    elif condition == (0, 1, 0, 0):
        nodes.extend(create_node(relatives, id_relatives, 'external_relatives' if relatives_status == 0 else ''))
    elif condition == (0, 1, 0, 1):
        nodes.extend(create_node(relatives, id_relatives, '' if relatives_status else 'external_relatives'))
        nodes.extend(
            create_node(relatives_workplace, id_relatives_workplace, '' if relatives_status else 'externel_work_place'))
        links.extend(create_relation(id_relatives, id_relatives_workplace if relatives_status == 0 else '', 'work_in'))
    elif condition == (0, 1, 1, 0):
        nodes.extend(create_node(relatives, id_relatives, '' if relatives_status else 'external_relatives'))
        nodes.extend(
            create_node(relatives_workplace, id_relatives_workplace, 'internel_work_place' if relatives_status else ''))
    elif condition == (0, 1, 1, 1):
        nodes.extend(create_node(relatives, id_relatives, '' if relatives_status else 'external_relatives'))
        nodes.extend(
            create_node(relatives_workplace, id_relatives_workplace,
                        'internel_work_place' if relatives_status else 'externel_work_place'))
        links.extend(create_relation(id_relatives, id_relatives_workplace if relatives_status == 0 else '', 'work_in'))
    elif condition == (1, 0, 0, 0):
        nodes.extend(create_node(relatives, id_relatives, 'internal_relatives' if relatives_status else ''))
    elif condition == (1, 0, 0, 1):
        nodes.extend(create_node(relatives, id_relatives, 'internal_relatives' if relatives_status else ''))
        nodes.extend(
            create_node(relatives_workplace, id_relatives_workplace, '' if relatives_status else 'externel_work_place'))
    elif condition == (1, 0, 1, 0):
        nodes.extend(create_node(relatives, id_relatives, 'internal_relatives' if relatives_status else ''))
        nodes.extend(
            create_node(relatives_workplace, id_relatives_workplace, 'internel_work_place' if relatives_status else ''))
        links.extend(create_relation(id_relatives, id_relatives_workplace if relatives_status else '', 'work_in'))
    elif condition == (1, 0, 1, 1):
        nodes.extend(create_node(relatives, id_relatives, 'internal_relatives' if relatives_status else ''))
        nodes.extend(
            create_node(relatives_workplace, id_relatives_workplace,
                        'internel_work_place' if relatives_status else 'externel_work_place'))
        links.extend(create_relation(id_relatives, id_relatives_workplace if relatives_status else '', 'work_in'))
    elif condition == (1, 1, 0, 0):
        nodes.extend(
            create_node(relatives, id_relatives, 'internal_relatives' if relatives_status else 'external_relatives'))
    elif condition == (1, 1, 0, 1):
        nodes.extend(
            create_node(relatives, id_relatives, 'internal_relatives' if relatives_status else 'external_relatives'))
        nodes.extend(
            create_node(relatives_workplace, id_relatives_workplace,
                        'externel_work_place' if relatives_status == 0 else ''))
        links.extend(create_relation(id_relatives, id_relatives_workplace if relatives_status == 0 else '', 'work_in'))
    elif condition == (1, 1, 1, 0):
        nodes.extend(
            create_node(relatives, id_relatives, 'internal_relatives' if relatives_status else 'external_relatives'))
        nodes.extend(
            create_node(relatives_workplace, id_relatives_workplace, 'internel_work_place' if relatives_status else ''))
        links.extend(create_relation(id_relatives, id_relatives_workplace if relatives_status else '', 'work_in'))
    elif condition == (1, 1, 1, 1):
        nodes.extend(
            create_node(relatives, id_relatives, 'internal_relatives' if relatives_status else 'external_relatives'))
        nodes.extend(
            create_node(relatives_workplace, id_relatives_workplace,
                        'internel_work_place' if relatives_status else 'externel_work_place'))
        links.extend(create_relation(id_relatives, id_relatives_workplace, 'work_in'))
    return nodes, links


# 创建节点
def create_node(name, nodeid, node_type):
    if name in (None, '无') or node_type == '':
        return []
    return [{'name': name, 'id': nodeid, 'type': node_type}]


# 创建关系
def create_relation(start, end, relation_type):
    if end in (None, '无', ''):
        return []
    return [{"source": start, "target": end, "type": relation_type}]


# 创建员工和亲属的关系
def person_relative(links, code_list, status):
    query = """
    MATCH (n:worker)-[r:relatives]-(m:worker)
    WHERE n.code IN $codes
    {}
    RETURN id(STARTNODE(r)) AS startnode, r.content AS content, id(ENDNODE(r)) AS endnode
    """.format("WITH CASE WHEN exists(m.code) THEN 1 ELSE 0 END AS status,r "
               "WHERE status = $relatives_status" if isinstance(status, int) else "")

    result = connect_graph.run(query, codes=code_list, relatives_status=status).data()
    for row in result:
        startnode = row['startnode']
        endnode = row['endnode']
        content = row['content']
        links.extend(create_relation(startnode, endnode, content))
    return links