# -*- 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, RelationMapping ) from knext.examples.riskmining.schema.riskmining_schema_helper import RiskMining class Person(BuilderJob): def build(self): source = CSVReader( local_path="./builder/job/data/Person.csv", columns=["id", "name", "age", "hasPhone"], start_row=2, ) mapping = ( SPGTypeMapping(spg_type_name=RiskMining.Person.__typename__) .add_field("id", RiskMining.Person.id) .add_field("name", RiskMining.Person.name) .add_field("age", RiskMining.Person.age) .add_field("hasPhone", RiskMining.Person.hasPhone) ) sink = KGWriter() return source >> mapping >> sink class PersonFundTrans(BuilderJob): def build(self): source = CSVReader( local_path="./builder/job/data/Person_fundTrans_Person.csv", columns=["src", "dst", "transDate", "transAmt"], start_row=2, ) mapping = ( RelationMapping( subject_name=RiskMining.Person.__typename__, predicate_name="fundTrans", object_name=RiskMining.Person.__typename__, ) .add_field("src", "srcId") .add_field("dst", "dstId") .add_field("transDate", "transDate") .add_field("transAmt", "transAmt") ) sink = KGWriter() return source >> mapping >> sink class PersonHasDevice(BuilderJob): def build(self): source = CSVReader( local_path="./builder/job/data/Person_hasDevice_Device.csv", columns=["src", "dst"], start_row=2, ) mapping = ( RelationMapping( subject_name=RiskMining.Person.__typename__, predicate_name="hasDevice", object_name=RiskMining.Device.__typename__, ) .add_field("src", "srcId") .add_field("dst", "dstId") ) sink = KGWriter() return source >> mapping >> sink class PersonHoldShare(BuilderJob): def build(self): source = CSVReader( local_path="./builder/job/data/Person_holdShare_Company.csv", columns=["src", "dst"], start_row=2, ) mapping = ( RelationMapping( subject_name=RiskMining.Person.__typename__, predicate_name="holdShare", object_name=RiskMining.Company.__typename__, ) .add_field("src", "srcId") .add_field("dst", "dstId") ) sink = KGWriter() return source >> mapping >> sink