# -*- coding: utf-8 -*- # Copyright 2023 Ant Group CO., Ltd. # # Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except # in compliance with the License. You may obtain a copy of the License at # # http://www.apache.org/licenses/LICENSE-2.0 # # Unless required by applicable law or agreed to in writing, software distributed under the License # is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express # or implied. from knext.client.model.builder_job import BuilderJob from knext.api.component import SPGTypeMapping from knext.api.component import ( CSVReader, KGWriter, ) from knext.component.builder import RelationMapping from knext.examples.riskmining.schema.riskmining_schema_helper import RiskMining class Company(BuilderJob): def build(self): source = CSVReader( local_path="./builder/job/data/Company.csv", columns=["id", "name", "phone"], start_row=2, ) mapping = ( SPGTypeMapping(spg_type_name=RiskMining.Company.__typename__) .add_field("id", RiskMining.Company.id) .add_field("name", RiskMining.Company.name) .add_field("phone", RiskMining.Company.hasPhone) ) sink = KGWriter() return source >> mapping >> sink class CompanyHasCert(BuilderJob): def build(self): source = CSVReader( local_path="./builder/job/data/Company_hasCert_Cert.csv", columns=["src", "dst"], start_row=2, ) mapping = ( RelationMapping( subject_name=RiskMining.Company.__typename__, predicate_name="hasCert", object_name=RiskMining.Cert.__typename__, ) .add_field("src", "srcId") .add_field("dst", "dstId") ) sink = KGWriter() return source >> mapping >> sink