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113 lines
3.3 KiB
Python
113 lines
3.3 KiB
Python
# -*- coding: utf-8 -*-
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# Copyright 2023 Ant Group CO., Ltd.
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#
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# Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except
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# in compliance with the License. You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software distributed under the License
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# is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express
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# or implied.
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from knext.core.builder.job.builder import BuilderJob
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from knext.core.builder.job.model.component import EntityMappingComponent
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from knext.core.builder.job.model.component import (
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SourceCsvComponent,
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SinkToKgComponent,
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RelationMappingComponent,
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)
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from schema.riskmining_schema_helper import RiskMining
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class Person(BuilderJob):
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def build(self):
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source = SourceCsvComponent(
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local_path="./builder/job/data/Person.csv",
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columns=["id", "name", "age", "hasPhone"],
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start_row=2,
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)
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mapping = (
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EntityMappingComponent(spg_type_name=RiskMining.Person)
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.add_field("id", RiskMining.Person.id)
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.add_field("name", RiskMining.Person.name)
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.add_field("age", RiskMining.Person.age)
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.add_field("hasPhone", RiskMining.Person.hasPhone)
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)
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sink = SinkToKgComponent()
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return source >> mapping >> sink
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class PersonFundTrans(BuilderJob):
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def build(self):
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source = SourceCsvComponent(
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local_path="./builder/job/data/Person_fundTrans_Person.csv",
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columns=["src", "dst", "transDate", "transAmt"],
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start_row=2,
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)
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mapping = (
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RelationMappingComponent(
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subject_name=RiskMining.Person,
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predicate_name="fundTrans",
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object_name=RiskMining.Person,
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)
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.add_field("src", "srcId")
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.add_field("dst", "dstId")
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.add_field("transDate", "transDate")
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.add_field("transAmt", "transAmt")
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)
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sink = SinkToKgComponent()
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return source >> mapping >> sink
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class PersonHasDevice(BuilderJob):
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def build(self):
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source = SourceCsvComponent(
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local_path="./builder/job/data/Person_hasDevice_Device.csv",
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columns=["src", "dst"],
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start_row=2,
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)
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mapping = (
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RelationMappingComponent(
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subject_name=RiskMining.Person,
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predicate_name="hasDevice",
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object_name=RiskMining.Device,
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)
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.add_field("src", "srcId")
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.add_field("dst", "dstId")
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)
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sink = SinkToKgComponent()
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return source >> mapping >> sink
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class PersonHoldShare(BuilderJob):
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def build(self):
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source = SourceCsvComponent(
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local_path="./builder/job/data/Person_holdShare_Company.csv",
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columns=["src", "dst"],
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start_row=2,
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)
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mapping = (
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RelationMappingComponent(
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subject_name=RiskMining.Person,
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predicate_name="holdShare",
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object_name=RiskMining.Company,
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)
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.add_field("src", "srcId")
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.add_field("dst", "dstId")
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)
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sink = SinkToKgComponent()
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return source >> mapping >> sink
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