mirror of
https://github.com/OpenSPG/openspg.git
synced 2025-07-23 17:11:42 +00:00
103 lines
3.2 KiB
Python
103 lines
3.2 KiB
Python
|
# -*- 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.core.builder.job.builder import BuilderJob
|
||
|
|
from knext.core.builder.job.model.component import EntityMappingComponent
|
||
|
|
from knext.core.builder.job.model.component import SourceCsvComponent, SinkToKgComponent, RelationMappingComponent
|
||
|
|
from schema.riskmining_schema_helper import RiskMining
|
||
|
|
|
||
|
|
|
||
|
|
class Person(BuilderJob):
|
||
|
|
|
||
|
|
def build(self):
|
||
|
|
source = SourceCsvComponent(
|
||
|
|
local_path="./builder/job/data/Person.csv",
|
||
|
|
columns=["id", "name", "age", "hasPhone"],
|
||
|
|
start_row=2
|
||
|
|
)
|
||
|
|
|
||
|
|
mapping = EntityMappingComponent(
|
||
|
|
spg_type_name=RiskMining.Person
|
||
|
|
).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 = SinkToKgComponent()
|
||
|
|
|
||
|
|
return source >> mapping >> sink
|
||
|
|
|
||
|
|
|
||
|
|
class PersonFundTrans(BuilderJob):
|
||
|
|
|
||
|
|
def build(self):
|
||
|
|
source = SourceCsvComponent(
|
||
|
|
local_path="./builder/job/data/Person_fundTrans_Person.csv",
|
||
|
|
columns=['src', 'dst', 'transDate', 'transAmt'],
|
||
|
|
start_row=2
|
||
|
|
)
|
||
|
|
|
||
|
|
mapping = RelationMappingComponent(
|
||
|
|
subject_name=RiskMining.Person,
|
||
|
|
predicate_name="fundTrans",
|
||
|
|
object_name=RiskMining.Person
|
||
|
|
).add_field("src", "srcId") \
|
||
|
|
.add_field("dst", "dstId") \
|
||
|
|
.add_field("transDate", 'transDate') \
|
||
|
|
.add_field("transAmt", 'transAmt')
|
||
|
|
|
||
|
|
sink = SinkToKgComponent()
|
||
|
|
|
||
|
|
return source >> mapping >> sink
|
||
|
|
|
||
|
|
|
||
|
|
class PersonHasDevice(BuilderJob):
|
||
|
|
def build(self):
|
||
|
|
source = SourceCsvComponent(
|
||
|
|
local_path="./builder/job/data/Person_hasDevice_Device.csv",
|
||
|
|
columns=['src', 'dst'],
|
||
|
|
start_row=2
|
||
|
|
)
|
||
|
|
|
||
|
|
mapping = RelationMappingComponent(
|
||
|
|
subject_name=RiskMining.Person,
|
||
|
|
predicate_name='hasDevice',
|
||
|
|
object_name=RiskMining.Device
|
||
|
|
).add_field("src", "srcId") \
|
||
|
|
.add_field("dst", "dstId")
|
||
|
|
|
||
|
|
sink = SinkToKgComponent()
|
||
|
|
|
||
|
|
return source >> mapping >> sink
|
||
|
|
|
||
|
|
|
||
|
|
class PersonHoldShare(BuilderJob):
|
||
|
|
|
||
|
|
def build(self):
|
||
|
|
source = SourceCsvComponent(
|
||
|
|
local_path="./builder/job/data/Person_holdShare_Company.csv",
|
||
|
|
columns=['src', 'dst'],
|
||
|
|
start_row=2
|
||
|
|
)
|
||
|
|
|
||
|
|
mapping = RelationMappingComponent(
|
||
|
|
subject_name=RiskMining.Person,
|
||
|
|
predicate_name='holdShare',
|
||
|
|
object_name=RiskMining.Company
|
||
|
|
).add_field("src", "srcId") \
|
||
|
|
.add_field("dst", "dstId")
|
||
|
|
|
||
|
|
sink = SinkToKgComponent()
|
||
|
|
|
||
|
|
return source >> mapping >> sink
|