mirror of
https://github.com/OpenSPG/openspg.git
synced 2025-09-20 05:58:01 +00:00
bugfix
This commit is contained in:
baifuyu
parent
6607c1943a
commit
c78662cde7
@ -16,7 +16,6 @@ package com.antgroup.openspg.builder.core.physical;
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import com.antgroup.openspg.builder.core.runtime.BuilderContext;
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import com.antgroup.openspg.builder.model.exception.BuilderException;
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import java.util.Objects;
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import lombok.AllArgsConstructor;
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import lombok.Getter;
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/**
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@ -8,10 +8,16 @@ import java.util.List;
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/** 知识构建executor接口，提供一个默认实现，主要负责初始化物理计划并按批执行 */
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public interface BuilderExecutor {
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/** 初始化物理执行计划，如果报错则不再进行构建流程 */
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/**
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* Initialize the executor and initialize the physical execution plan. If an exception is thrown,
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* the builder process will not proceed further.
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*/
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void init(PhysicalPlan plan, BuilderContext context) throws BuilderException;
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/** 输入一批record，执行物理计划并返回计算的结果，如果抛出异常则表示这一批数据构建失败，由runner处理 */
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/**
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* Input a batch of records, execute the physical plan, and return the computational results. If
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* an exception is thrown, it signifies a processing failure of this batch of data, and the
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* exception will be handled by the runner.
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*/
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List<BaseRecord> eval(List<BaseRecord> inputRecords) throws BuilderRecordException;
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}
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@ -1,11 +1,10 @@
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package com.antgroup.openspg.builder.model.pipeline.config;
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import com.antgroup.openspg.builder.model.pipeline.enums.NodeTypeEnum;
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import java.util.List;
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import com.antgroup.openspg.core.schema.model.identifier.BaseSPGIdentifier;
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import com.antgroup.openspg.core.schema.model.identifier.RelationIdentifier;
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import com.google.common.collect.Lists;
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import java.util.List;
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import lombok.Getter;
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@Getter
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@ -1,6 +1,6 @@
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<?xml version="1.0" encoding="UTF-8"?>
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<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
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xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
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xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
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<modelVersion>4.0.0</modelVersion>
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<parent>
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<groupId>com.antgroup.openspg.builder</groupId>
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@ -12,7 +12,3 @@
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__package_name__ = "openspg-knext"
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__version__ = "0.0.1-beta2"
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from knext.common.env import init_env
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init_env()
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@ -97,6 +97,7 @@ class BuilderClient(Client):
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"--alterOperation", kwargs.get("alter_operation", AlterOperationEnum.Upsert),
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"--logFile", log_file_name
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]
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print(' '.join(java_cmd))
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subprocess.call(java_cmd)
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def query(self, job_inst_id: int):
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16
python/knext/examples/riskmining1/.knext.cfg
Normal file
16
python/knext/examples/riskmining1/.knext.cfg
Normal file
@ -0,0 +1,16 @@
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[local]
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project_name = RiskMining
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description = RiskMining
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project_id = 2
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namespace = RiskMining
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project_dir = riskmining
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schema_dir = schema
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schema_file = riskmining.schema
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builder_dir = builder
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builder_operator_dir = builder/operator
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builder_record_dir = builder/error_record
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builder_job_dir = builder/job
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builder_model_dir = builder/model
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reasoner_dir = reasoner
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reasoner_result_dir = reasoner/result
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59
python/knext/examples/riskmining1/README.md
Normal file
59
python/knext/examples/riskmining1/README.md
Normal file
@ -0,0 +1,59 @@
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To create a knowledge graph based on OpenSPG,
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we usually follow the steps below.
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- Create a new knowledge graph project named "RiskMining".
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```bash
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knext project create --prj_path .
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```
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- First, create the schema of the project, which defines the ontology
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of the business domain of the knowledge graph. For example, in our RiskMining project,
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its ontology includes App, Cert, Person, Company, and their relations, etc.
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```bash
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knext schema commit
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```
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- Then, we will build the knowledge graph based on the schema.
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The data source of the knowledge graph is a local CSV file located in the ./builder/job/data directory.
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During the process of the knowledge graph construction, it may be necessary to preprocess the raw data.
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In such cases, we need to invoke construction operators.
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Therefore, before constructing the knowledge graph, we need to publish the construction operators.
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```bash
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knext operator publish CertLinkerOperator
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```
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- Next, we can start building the knowledge graph based on the created schema and published operators.
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We can import entities such as App, Cert, Person, Company, along with their attributes and relations.
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After completing these operations, we will obtain a RiskMining knowledge graph.
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```bash
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knext builder submit TaxOfRiskUser,TaxOfRiskApp,Cert,Company,CompanyHasCert
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knext builder submit App,Device,Person,PersonFundTrans,PersonHasDevice,PersonHoldShare
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```
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- Next, we can also explore some more exciting possibilities. We define some logical rules,
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which define what kind of App is a gambling App and what kind of users are
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developers of gambling Apps". These logic rules are calculated dynamically when necessary.
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```bash
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knext schema reg_concept_rule --file ./schema/concept.rule
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```
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- Finally, we execute GQL/KGDSL to perform queries and reasoning, inferring hidden knowledge
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based on existing factual data and logical rules within the knowledge graph.
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In the following example, we can output the phone number of each person, generate risk applications
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based on previously defined rules, and also output the developers and owners of these risk applications.
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It can be observed that this knowledge does not exist in the original factual data;
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rather, it is derived through inference based on the original factual data and the defined expert rules.
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Now, Let's run it!
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```bash
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knext reasoner query --file ./reasoner/gambling_app.dsl
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knext reasoner query --dsl "MATCH (phone:STD.ChinaMobile)<-[:hasPhone]-(u:RiskMining.Person) RETURN u.name,phone.id"
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knext reasoner query --dsl "MATCH (s:\`RiskMining.TaxOfRiskApp\`/\`赌博应用\`) RETURN s.id"
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knext reasoner query --dsl "MATCH (s:\`RiskMining.TaxOfRiskUser\`/\`赌博App开发者\`) RETURN s.id,s.name"
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```
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35
python/knext/examples/riskmining1/builder/job/app.py
Normal file
35
python/knext/examples/riskmining1/builder/job/app.py
Normal file
@ -0,0 +1,35 @@
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# -*- 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.client.model.builder_job import BuilderJob
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from knext.component.builder import CsvSourceReader, SPGTypeMapping, KGSinkWriter
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from knext.examples.riskmining.schema.riskmining_schema_helper import RiskMining
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class App(BuilderJob):
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def build(self):
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source = CsvSourceReader(
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local_path="./builder/job/data/App.csv",
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columns=["id", "riskMark", "useCert"],
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start_row=2,
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)
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mapping = (
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SPGTypeMapping(spg_type_name=RiskMining.App.__typename__)
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.add_field("id", RiskMining.App.id)
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.add_field("id", RiskMining.App.name)
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.add_field("riskMark", RiskMining.App.riskMark)
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.add_field("useCert", RiskMining.App.useCert)
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)
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sink = KGSinkWriter()
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return source >> mapping >> sink
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35
python/knext/examples/riskmining1/builder/job/cert.py
Normal file
35
python/knext/examples/riskmining1/builder/job/cert.py
Normal file
@ -0,0 +1,35 @@
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# -*- 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.client.model.builder_job import BuilderJob
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from knext.component.builder import CsvSourceReader, SPGTypeMapping, KGSinkWriter
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from knext.examples.riskmining.schema.riskmining_schema_helper import RiskMining
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class Cert(BuilderJob):
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def build(self):
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source = CsvSourceReader(
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local_path="./builder/job/data/Cert.csv",
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columns=["id", "certNum"],
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start_row=2,
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)
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mapping = (
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SPGTypeMapping(spg_type_name=RiskMining.Cert.__typename__)
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.add_field("certNum", RiskMining.Cert.id)
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.add_field("certNum", RiskMining.Cert.certNum)
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.add_field("certNum", RiskMining.Cert.name)
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)
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sink = KGSinkWriter()
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return source >> mapping >> sink
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201
python/knext/examples/riskmining1/builder/job/data/App.csv
Normal file
201
python/knext/examples/riskmining1/builder/job/data/App.csv
Normal file
@ -0,0 +1,201 @@
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id,riskMark,useCert
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com.ucyDA.gNLGD.oQsbzPe.nQd,UNKNOWN,68802adde35845d76eeb172ff8ea6825
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com.Beze.rCOE.ugTRJN,UNKNOWN,d8e654984321f6aac312a897071191f0
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com.xQFQAAw.DEZb.hfJ,UNKNOWN,1ef0e106653b871d429cfab0cd5ea70a
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com.eEP.RFpik.KeIpzN,UNKNOWN,e6261711da404b34bf64a51322b948a8
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com.uLeo.roWR,UNKNOWN,bd8cc63024c7a1d4adb3d08f0f4d4827
|
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com.zqF.cdLYgOF.MtLDghd,UNKNOWN,0aa4e4d45dda77ac95312330194288ab
|
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com.SWpIf.JHaV,UNKNOWN,496651284d41f79f438c1bdb2455e396
|
||||
com.DDKcBu.QjY.qHAbzi,UNKNOWN,6429c394f8a48816d33a603c241a649b
|
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com.SOa.dVM,UNKNOWN,a780d3304e9194cd75bbefbc14f7448a
|
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com.VQITh.WgPxBrF,UNKNOWN,48b04141a59af51ac85eff121170dbc3
|
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com.fxUOGvZ.PCaQ.TXrj.PdT,UNKNOWN,5c19603e3f367a447d0cb4390a523f28
|
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com.CYUwwpj.ceCCEm.LCtzt.NCrUKX,赌博,33fdf452aa9cd145ba096c364a250ee8
|
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com.PqVRLi.DoyW.eJdi.kbCiQAa,UNKNOWN,319cca4fbb083c8edad5b4ba79a35f44
|
||||
com.jCccw.GXsB.oexWvz,UNKNOWN,f4bf7aba69bdf4416b72e26b07b4f433
|
||||
com.DVoO.qGtaIxt.QxTBjkf.DqXIG,UNKNOWN,09123f2ed94dfd9b864721b648fb1126
|
||||
com.EifHnhL.sBPZQKJ,UNKNOWN,39962316d77bde821809135990093b43
|
||||
com.wfZt.mvVN.xVleF,UNKNOWN,bbeb59fa2d6812ec1ed4719f34add059
|
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com.munvAn.snWdtpN,UNKNOWN,caf61b631cbc475cac8a52f599a2bb8e
|
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com.MOZCFW.IUaibb.KzZSnY.amFFfV,UNKNOWN,2d037e49d84c54d9a49f931d2ab9aeb4
|
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com.gZi.UeQMoE,UNKNOWN,d6c1be17a64ed67455d1ae32585fd319
|
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com.CDWOPw.ilZeWYm,UNKNOWN,5e042ebff7524bf7e8113e18a52a0c7f
|
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com.nSc.QuQlxi.CpmDkko,UNKNOWN,5353b254cf59a3c68852b23cb99044b4
|
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com.uiXJ.lBdg.MDQP.XSNIfa,UNKNOWN,232a3bfd30ea9903b4e337304781a110
|
||||
com.SeIT.Xdg.kZGt,UNKNOWN,a545349cbcfc5db326e3805323563f5b
|
||||
com.UlRgM.qRjN,UNKNOWN,f47d826a7d0bf564d545aabbdc59b100
|
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com.iySo.rDQ,UNKNOWN,61da57b4bfdd0c37669933563942b54b
|
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com.FtseGg.URbin.mdWFR.IuecfgL,诈骗,d43fa10d0fba10e4269965ed3f918f03
|
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com.OcjhcuV.WZW.BJjqc,UNKNOWN,d1481df7a36986973817ab3437e5dccf
|
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com.wmILvI.bmSMQwN.IFTjoO.SzxV,UNKNOWN,c35569e87960cc0ecc2d1c8360839b77
|
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com.ODxX.sMuQ.zHFsmh,UNKNOWN,e559e014a77010cc7b46d8d5cc75ee58
|
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com.fnLk.wLR,UNKNOWN,68802adde35845d76eeb172ff8ea6825
|
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com.LjWx.fird,UNKNOWN,d8e654984321f6aac312a897071191f0
|
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com.oStEmG.may,诈骗,1ef0e106653b871d429cfab0cd5ea70a
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com.ulSQ.TpT.AVWN.wFx,UNKNOWN,e6261711da404b34bf64a51322b948a8
|
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com.ozV.BLidWEz.mljCOjX,UNKNOWN,bd8cc63024c7a1d4adb3d08f0f4d4827
|
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com.oxT.ssqc.SEtMBHk.xKfAaX,UNKNOWN,0aa4e4d45dda77ac95312330194288ab
|
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com.LRtfLw.YvXfs.HvAXx.rOGcKoS,UNKNOWN,496651284d41f79f438c1bdb2455e396
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com.aCl.toMv,诈骗,6429c394f8a48816d33a603c241a649b
|
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com.ALc.fbFw.gFpDFS.mGILge,UNKNOWN,a780d3304e9194cd75bbefbc14f7448a
|
||||
com.GBrVXU.OuPq.uLIsMOl,UNKNOWN,48b04141a59af51ac85eff121170dbc3
|
||||
com.UwA.qzbTFnD.hgpEVa,诈骗,5c19603e3f367a447d0cb4390a523f28
|
||||
com.tPgB.tvX.IdExzR,UNKNOWN,33fdf452aa9cd145ba096c364a250ee8
|
||||
com.hzqe.ICVhK.xMo.XBh,UNKNOWN,319cca4fbb083c8edad5b4ba79a35f44
|
||||
com.jSLN.HqtQjM.qVg,UNKNOWN,f4bf7aba69bdf4416b72e26b07b4f433
|
||||
com.tcwXsGA.VEnrcro.qdwlr.xghg,UNKNOWN,09123f2ed94dfd9b864721b648fb1126
|
||||
com.PzDwi.MmfEGNw.AKh,UNKNOWN,39962316d77bde821809135990093b43
|
||||
com.lUnba.Ndf.VNcE.REHzRS,UNKNOWN,bbeb59fa2d6812ec1ed4719f34add059
|
||||
com.Ftz.noWA.huas.VSJx,UNKNOWN,caf61b631cbc475cac8a52f599a2bb8e
|
||||
com.cxl.OldGm.mZUbXH.BBeXRY,UNKNOWN,2d037e49d84c54d9a49f931d2ab9aeb4
|
||||
com.uXRvst.CCNPm.EPS.gvunChq,UNKNOWN,d6c1be17a64ed67455d1ae32585fd319
|
||||
com.SMJUd.bXqg,UNKNOWN,5e042ebff7524bf7e8113e18a52a0c7f
|
||||
com.ESzMNuY.SYo.oBmam.OsGXGIq,UNKNOWN,5353b254cf59a3c68852b23cb99044b4
|
||||
com.CfZnrE.ZmivpvA.gvSKVd.RWYz,UNKNOWN,232a3bfd30ea9903b4e337304781a110
|
||||
com.YXE.ktP.rfyNDc,UNKNOWN,a545349cbcfc5db326e3805323563f5b
|
||||
com.rfewZSw.lJiraID.dNQgDK.DomA,UNKNOWN,f47d826a7d0bf564d545aabbdc59b100
|
||||
com.HzmlfS.bDKVZn.UWL,UNKNOWN,61da57b4bfdd0c37669933563942b54b
|
||||
com.jCaW.WAW,UNKNOWN,d43fa10d0fba10e4269965ed3f918f03
|
||||
com.TVsB.QyuNDnw,UNKNOWN,d1481df7a36986973817ab3437e5dccf
|
||||
com.mvusN.AWI,UNKNOWN,c35569e87960cc0ecc2d1c8360839b77
|
||||
com.QEXHw.hTHYrk.bHlelkF,UNKNOWN,e559e014a77010cc7b46d8d5cc75ee58
|
||||
com.WMxwmNh.Tsoy.jYYaDS,UNKNOWN,68802adde35845d76eeb172ff8ea6825
|
||||
com.NvJIp.BfQ.WBZrN.ZAuCq,UNKNOWN,d8e654984321f6aac312a897071191f0
|
||||
com.vjQce.fgIRvO.drQ,UNKNOWN,1ef0e106653b871d429cfab0cd5ea70a
|
||||
com.QHfxGH.PZrfRUm.fPkBnI,UNKNOWN,e6261711da404b34bf64a51322b948a8
|
||||
com.MRDPVP.GkGi.YsGr.KjS,UNKNOWN,bd8cc63024c7a1d4adb3d08f0f4d4827
|
||||
com.eUnClaZ.qKnTZo.odtzxn.ugflGzh,UNKNOWN,0aa4e4d45dda77ac95312330194288ab
|
||||
com.xDlJdj.xLrqn.nLXEd.BKTjK,UNKNOWN,496651284d41f79f438c1bdb2455e396
|
||||
com.ejbB.XiXG.YpwDqvR,UNKNOWN,6429c394f8a48816d33a603c241a649b
|
||||
com.gVX.IOnVfwW.wDJ.WjAumX,UNKNOWN,a780d3304e9194cd75bbefbc14f7448a
|
||||
com.rMrjL.WBNgY,UNKNOWN,48b04141a59af51ac85eff121170dbc3
|
||||
com.iPRSuY.TxKh.fbJKge.LocNYA,UNKNOWN,5c19603e3f367a447d0cb4390a523f28
|
||||
com.cuFnZ.qzU.RukHVw,UNKNOWN,33fdf452aa9cd145ba096c364a250ee8
|
||||
com.BnhyDS.kmia,UNKNOWN,319cca4fbb083c8edad5b4ba79a35f44
|
||||
com.ajdr.YYHWu.SLk.nVcikT,UNKNOWN,f4bf7aba69bdf4416b72e26b07b4f433
|
||||
com.HszKCQS.asaxIEi.qKF,UNKNOWN,09123f2ed94dfd9b864721b648fb1126
|
||||
com.KbNHHR.WCxw.vheP.ATl,UNKNOWN,39962316d77bde821809135990093b43
|
||||
com.qzIepN.PaAx.AXUg,UNKNOWN,bbeb59fa2d6812ec1ed4719f34add059
|
||||
com.CKvgkvi.Zmsh.yYgQUrE.PJfTHy,UNKNOWN,caf61b631cbc475cac8a52f599a2bb8e
|
||||
com.fMv.yCK.uqyxf,UNKNOWN,2d037e49d84c54d9a49f931d2ab9aeb4
|
||||
com.rQlBib.mgHXZSM.kOI.mRPaxx,UNKNOWN,d6c1be17a64ed67455d1ae32585fd319
|
||||
com.GlRuL.lZX.SkwaNw,UNKNOWN,5e042ebff7524bf7e8113e18a52a0c7f
|
||||
com.QIh.UEa,UNKNOWN,5353b254cf59a3c68852b23cb99044b4
|
||||
com.cdJ.sOfBFeP,UNKNOWN,232a3bfd30ea9903b4e337304781a110
|
||||
com.eCdvTn.glI,UNKNOWN,a545349cbcfc5db326e3805323563f5b
|
||||
com.SmV.BjTKn,UNKNOWN,f47d826a7d0bf564d545aabbdc59b100
|
||||
com.NaDdlkQ.tFe.kqod.VXKF,UNKNOWN,61da57b4bfdd0c37669933563942b54b
|
||||
com.ETJbez.ptc.IzIyj.KsPJ,UNKNOWN,d43fa10d0fba10e4269965ed3f918f03
|
||||
com.PFfm.dVCYO,UNKNOWN,d1481df7a36986973817ab3437e5dccf
|
||||
com.iHZQbY.ljM.pFerT,UNKNOWN,c35569e87960cc0ecc2d1c8360839b77
|
||||
com.QmrTh.stsUb.SgajGt,UNKNOWN,e559e014a77010cc7b46d8d5cc75ee58
|
||||
com.ZxVl.Sgu,UNKNOWN,68802adde35845d76eeb172ff8ea6825
|
||||
com.Wvb.lTe.EMKeOX.VvaQje,UNKNOWN,d8e654984321f6aac312a897071191f0
|
||||
com.qelI.mjf.LGyhA,UNKNOWN,1ef0e106653b871d429cfab0cd5ea70a
|
||||
com.LXra.PrgEnR.zxhB.fdiYv,UNKNOWN,e6261711da404b34bf64a51322b948a8
|
||||
com.vDz.QHdfao.DQQ.Wvmu,UNKNOWN,bd8cc63024c7a1d4adb3d08f0f4d4827
|
||||
com.scgFbUX.iGBsVA,UNKNOWN,0aa4e4d45dda77ac95312330194288ab
|
||||
com.DRjvlr.RPTUvGU,UNKNOWN,496651284d41f79f438c1bdb2455e396
|
||||
com.gIb.WJntyj,UNKNOWN,6429c394f8a48816d33a603c241a649b
|
||||
com.lArfEuw.iwK.sKCode,UNKNOWN,a780d3304e9194cd75bbefbc14f7448a
|
||||
com.Zbxgl.zhKoRUm.iTxi.wqEc,UNKNOWN,48b04141a59af51ac85eff121170dbc3
|
||||
com.YkwJ.rtP.yAegheA,UNKNOWN,5c19603e3f367a447d0cb4390a523f28
|
||||
com.BQaCXdx.gvd.LpRq,UNKNOWN,33fdf452aa9cd145ba096c364a250ee8
|
||||
com.nQPs.pQOIT,UNKNOWN,319cca4fbb083c8edad5b4ba79a35f44
|
||||
com.XSGnGo.JVhhH.vES,UNKNOWN,f4bf7aba69bdf4416b72e26b07b4f433
|
||||
com.HAhw.yAy.LQBtmN,UNKNOWN,09123f2ed94dfd9b864721b648fb1126
|
||||
com.YTNhE.YrWkVeq.OEgAtZ.VvCem,UNKNOWN,39962316d77bde821809135990093b43
|
||||
com.dwS.xvakWzU,UNKNOWN,bbeb59fa2d6812ec1ed4719f34add059
|
||||
com.BIJkQdV.xYUmhtk.SrNF,UNKNOWN,caf61b631cbc475cac8a52f599a2bb8e
|
||||
com.guj.FlcApk,UNKNOWN,2d037e49d84c54d9a49f931d2ab9aeb4
|
||||
com.KuNCLw.fwXLHQW,UNKNOWN,d6c1be17a64ed67455d1ae32585fd319
|
||||
com.eaw.PVw.bXJ.hDYDAi,UNKNOWN,5e042ebff7524bf7e8113e18a52a0c7f
|
||||
com.kYU.WSGAKM.pIxsfOW,UNKNOWN,5353b254cf59a3c68852b23cb99044b4
|
||||
com.JhS.axJPg,UNKNOWN,232a3bfd30ea9903b4e337304781a110
|
||||
com.VdG.fUEsuJ.pVl,UNKNOWN,a545349cbcfc5db326e3805323563f5b
|
||||
com.JHBW.wcnGVPN.KKvsk,UNKNOWN,f47d826a7d0bf564d545aabbdc59b100
|
||||
com.aAqyadi.Xax.lGq,UNKNOWN,61da57b4bfdd0c37669933563942b54b
|
||||
com.zmh.PVwb.mwFwN.TKoDTB,UNKNOWN,d43fa10d0fba10e4269965ed3f918f03
|
||||
com.tCVZqs.jYpArFR,UNKNOWN,d1481df7a36986973817ab3437e5dccf
|
||||
com.BOWN.LPy,UNKNOWN,c35569e87960cc0ecc2d1c8360839b77
|
||||
com.EYTGIxg.tlUdQ,UNKNOWN,e559e014a77010cc7b46d8d5cc75ee58
|
||||
com.gRvOsM.gPQ.BExKTwJ.vAZ,UNKNOWN,68802adde35845d76eeb172ff8ea6825
|
||||
com.AyjAfXd.IeWMYnJ,UNKNOWN,d8e654984321f6aac312a897071191f0
|
||||
com.kahwNaO.txanm,UNKNOWN,1ef0e106653b871d429cfab0cd5ea70a
|
||||
com.iohMc.TTOTeG.qGUW,UNKNOWN,e6261711da404b34bf64a51322b948a8
|
||||
com.ZmMRtj.OMrxV,UNKNOWN,bd8cc63024c7a1d4adb3d08f0f4d4827
|
||||
com.gCazlI.KtAZHqQ,UNKNOWN,0aa4e4d45dda77ac95312330194288ab
|
||||
com.durIh.TXeyAPi,UNKNOWN,496651284d41f79f438c1bdb2455e396
|
||||
com.VUqhNMH.qWYYs.aZV.wgTs,UNKNOWN,6429c394f8a48816d33a603c241a649b
|
||||
com.RmyO.qmymKP,UNKNOWN,a780d3304e9194cd75bbefbc14f7448a
|
||||
com.HFG.UFD,UNKNOWN,48b04141a59af51ac85eff121170dbc3
|
||||
com.LxwArYe.Rwb.YCqRqYN.JPYh,UNKNOWN,5c19603e3f367a447d0cb4390a523f28
|
||||
com.PptLPkx.PcZlo,UNKNOWN,33fdf452aa9cd145ba096c364a250ee8
|
||||
com.ojsIE.iXtM.PadfxZb.zyhMkr,UNKNOWN,319cca4fbb083c8edad5b4ba79a35f44
|
||||
com.QOwRJb.lypOh.UyYhvpt.DvLMJQj,UNKNOWN,f4bf7aba69bdf4416b72e26b07b4f433
|
||||
com.ngMIdl.gsEiTdg.gmL,UNKNOWN,09123f2ed94dfd9b864721b648fb1126
|
||||
com.dBKd.ogigSET,UNKNOWN,39962316d77bde821809135990093b43
|
||||
com.TlyOa.pmX.xeYYIY.eRUxHk,UNKNOWN,bbeb59fa2d6812ec1ed4719f34add059
|
||||
com.mFMkFST.PhTI.hfki,UNKNOWN,caf61b631cbc475cac8a52f599a2bb8e
|
||||
com.NxMZaGA.meO,UNKNOWN,2d037e49d84c54d9a49f931d2ab9aeb4
|
||||
com.FVzSmz.cDdP.Cpq,UNKNOWN,d6c1be17a64ed67455d1ae32585fd319
|
||||
com.UvAtHQ.RuOpQR.XKUeg.dmRe,UNKNOWN,5e042ebff7524bf7e8113e18a52a0c7f
|
||||
com.QNRht.OsYjYO.hqdPSyn.BqwoeLP,UNKNOWN,5353b254cf59a3c68852b23cb99044b4
|
||||
com.MCpqFJ.yKSLAv.LFqbc.TOk,UNKNOWN,232a3bfd30ea9903b4e337304781a110
|
||||
com.WINT.zcLyOqr,UNKNOWN,a545349cbcfc5db326e3805323563f5b
|
||||
com.NWebK.gWWl.vWe,UNKNOWN,f47d826a7d0bf564d545aabbdc59b100
|
||||
com.cavnpG.OlgiQvo.RyFTFZ,UNKNOWN,61da57b4bfdd0c37669933563942b54b
|
||||
com.NxU.VlZFCbG,UNKNOWN,d43fa10d0fba10e4269965ed3f918f03
|
||||
com.crESbe.MjtSUmw,UNKNOWN,d1481df7a36986973817ab3437e5dccf
|
||||
com.udMv.yOuz.ENda,UNKNOWN,c35569e87960cc0ecc2d1c8360839b77
|
||||
com.kXotA.mYqoYM,UNKNOWN,e559e014a77010cc7b46d8d5cc75ee58
|
||||
com.Yirmf.MZx.NKC.Xqp,赌博,68802adde35845d76eeb172ff8ea6825
|
||||
com.Qui.xVqHHg.rOEq,UNKNOWN,d8e654984321f6aac312a897071191f0
|
||||
com.bbwX.RQKiEDm.kLra.erWENrB,UNKNOWN,1ef0e106653b871d429cfab0cd5ea70a
|
||||
com.GXTH.EBc.QzzGFy,UNKNOWN,e6261711da404b34bf64a51322b948a8
|
||||
com.GdFvJkr.aaRL.OpKN.HcX,UNKNOWN,bd8cc63024c7a1d4adb3d08f0f4d4827
|
||||
com.GCShCn.jhW.mcq.wsw,UNKNOWN,0aa4e4d45dda77ac95312330194288ab
|
||||
com.vMjcFig.LdkyF.SexObk,UNKNOWN,496651284d41f79f438c1bdb2455e396
|
||||
com.CvB.caokCRk.JKuGrs.jGGd,UNKNOWN,6429c394f8a48816d33a603c241a649b
|
||||
com.VIovdB.UdzB.ZPCx.HBbN,UNKNOWN,a780d3304e9194cd75bbefbc14f7448a
|
||||
com.ljxEjyx.ocPw.IyRjB,UNKNOWN,48b04141a59af51ac85eff121170dbc3
|
||||
com.ziNtg.tSIuhlG,赌博,5c19603e3f367a447d0cb4390a523f28
|
||||
com.gXfPLQ.MnIQp,UNKNOWN,33fdf452aa9cd145ba096c364a250ee8
|
||||
com.HrTmWIY.uLI.gipKmbi,UNKNOWN,319cca4fbb083c8edad5b4ba79a35f44
|
||||
com.oma.oNNcRa.SfQcf.uQB,UNKNOWN,f4bf7aba69bdf4416b72e26b07b4f433
|
||||
com.mssawU.bgsSkf.WoKqOP,UNKNOWN,09123f2ed94dfd9b864721b648fb1126
|
||||
com.ILBMAV.jWnst.zgL.GzmA,UNKNOWN,39962316d77bde821809135990093b43
|
||||
com.pWJU.qiqMJ,诈骗,bbeb59fa2d6812ec1ed4719f34add059
|
||||
com.kMfQFs.upatZ.mYwiOO,UNKNOWN,caf61b631cbc475cac8a52f599a2bb8e
|
||||
com.WMybu.gFrNmc.ooU,UNKNOWN,2d037e49d84c54d9a49f931d2ab9aeb4
|
||||
com.cBL.Gwh,UNKNOWN,d6c1be17a64ed67455d1ae32585fd319
|
||||
com.qbteqrJ.mivZ.kpRqNG,UNKNOWN,5e042ebff7524bf7e8113e18a52a0c7f
|
||||
com.FMfTYR.cuEcPs,UNKNOWN,5353b254cf59a3c68852b23cb99044b4
|
||||
com.COccyS.EAh.qTBdS.nnqaFdw,UNKNOWN,232a3bfd30ea9903b4e337304781a110
|
||||
com.OAaBh.pRtk.HdLSX,UNKNOWN,a545349cbcfc5db326e3805323563f5b
|
||||
com.HOfs.aOnwJ.fFHM.QoXx,赌博,f47d826a7d0bf564d545aabbdc59b100
|
||||
com.WQGce.HvYc,UNKNOWN,61da57b4bfdd0c37669933563942b54b
|
||||
com.LmQg.LWHcc.FOcAB.ons,UNKNOWN,d43fa10d0fba10e4269965ed3f918f03
|
||||
com.jMexx.FRicP.wKYe.wDHARn,UNKNOWN,d1481df7a36986973817ab3437e5dccf
|
||||
com.lBbJt.eiQaiwa.TxU.ZQZrzl,UNKNOWN,c35569e87960cc0ecc2d1c8360839b77
|
||||
com.frjJg.GUwFwiz.XpINHTV,UNKNOWN,e559e014a77010cc7b46d8d5cc75ee58
|
||||
com.lfA.RFgv.qOrJG,UNKNOWN,68802adde35845d76eeb172ff8ea6825
|
||||
com.Subfe.ZEq,UNKNOWN,d8e654984321f6aac312a897071191f0
|
||||
com.xLmr.YFNLYZ.oHLMGp,UNKNOWN,1ef0e106653b871d429cfab0cd5ea70a
|
||||
com.vjDhLC.jGFxUaH,UNKNOWN,e6261711da404b34bf64a51322b948a8
|
||||
com.Mrrxw.vWuT,UNKNOWN,bd8cc63024c7a1d4adb3d08f0f4d4827
|
||||
com.xHvW.LlqTGL.Beeqwuq.XlLw,UNKNOWN,0aa4e4d45dda77ac95312330194288ab
|
||||
com.fhunx.mNXU.FGcZ.xRMO,UNKNOWN,496651284d41f79f438c1bdb2455e396
|
||||
com.MdUhUX.TDvHepO,UNKNOWN,6429c394f8a48816d33a603c241a649b
|
||||
com.iNLG.Fuq,UNKNOWN,a780d3304e9194cd75bbefbc14f7448a
|
||||
com.fIpIpIE.dxvgTao.QLiBZFU,UNKNOWN,48b04141a59af51ac85eff121170dbc3
|
||||
com.BCy.EEsNi.rOGR.FtPLY,UNKNOWN,5c19603e3f367a447d0cb4390a523f28
|
||||
com.iJKsjJ.nDJQcZF.NTA.MFHsZ,UNKNOWN,33fdf452aa9cd145ba096c364a250ee8
|
||||
com.hIlDn.QHDGjoP.OzO.VKYZw,UNKNOWN,319cca4fbb083c8edad5b4ba79a35f44
|
||||
com.sPgAv.FOI.CDz,UNKNOWN,f4bf7aba69bdf4416b72e26b07b4f433
|
||||
com.pDzTy.ZFf.zkPmm.bhxy,UNKNOWN,09123f2ed94dfd9b864721b648fb1126
|
||||
com.GJQ.hSjXj.rFXrQv,UNKNOWN,39962316d77bde821809135990093b43
|
||||
com.Qhi.IbPtqAm,UNKNOWN,bbeb59fa2d6812ec1ed4719f34add059
|
||||
com.nhK.pWlo,UNKNOWN,caf61b631cbc475cac8a52f599a2bb8e
|
||||
com.qIu.VJbJ,赌博,2d037e49d84c54d9a49f931d2ab9aeb4
|
||||
com.dsrC.vfA.ERYiW,UNKNOWN,d6c1be17a64ed67455d1ae32585fd319
|
||||
|
31
python/knext/examples/riskmining1/builder/job/data/Cert.csv
Normal file
31
python/knext/examples/riskmining1/builder/job/data/Cert.csv
Normal file
@ -0,0 +1,31 @@
|
||||
id,certNum
|
||||
0,68802adde35845d76eeb172ff8ea6825
|
||||
1,d8e654984321f6aac312a897071191f0
|
||||
2,1ef0e106653b871d429cfab0cd5ea70a
|
||||
3,e6261711da404b34bf64a51322b948a8
|
||||
4,bd8cc63024c7a1d4adb3d08f0f4d4827
|
||||
5,0aa4e4d45dda77ac95312330194288ab
|
||||
6,496651284d41f79f438c1bdb2455e396
|
||||
7,6429c394f8a48816d33a603c241a649b
|
||||
8,a780d3304e9194cd75bbefbc14f7448a
|
||||
9,48b04141a59af51ac85eff121170dbc3
|
||||
10,5c19603e3f367a447d0cb4390a523f28
|
||||
11,33fdf452aa9cd145ba096c364a250ee8
|
||||
12,319cca4fbb083c8edad5b4ba79a35f44
|
||||
13,f4bf7aba69bdf4416b72e26b07b4f433
|
||||
14,09123f2ed94dfd9b864721b648fb1126
|
||||
15,39962316d77bde821809135990093b43
|
||||
16,bbeb59fa2d6812ec1ed4719f34add059
|
||||
17,caf61b631cbc475cac8a52f599a2bb8e
|
||||
18,2d037e49d84c54d9a49f931d2ab9aeb4
|
||||
19,d6c1be17a64ed67455d1ae32585fd319
|
||||
20,5e042ebff7524bf7e8113e18a52a0c7f
|
||||
21,5353b254cf59a3c68852b23cb99044b4
|
||||
22,232a3bfd30ea9903b4e337304781a110
|
||||
23,a545349cbcfc5db326e3805323563f5b
|
||||
24,f47d826a7d0bf564d545aabbdc59b100
|
||||
25,61da57b4bfdd0c37669933563942b54b
|
||||
26,d43fa10d0fba10e4269965ed3f918f03
|
||||
27,d1481df7a36986973817ab3437e5dccf
|
||||
28,c35569e87960cc0ecc2d1c8360839b77
|
||||
29,e559e014a77010cc7b46d8d5cc75ee58
|
||||
|
@ -0,0 +1,11 @@
|
||||
id,name,phone
|
||||
0,**娱乐****公司,150****3237
|
||||
1,**娱乐**公司,133****4755
|
||||
2,**娱乐***公司,152****7817
|
||||
3,哈尔*工***技术产**发**限公司,196****5023
|
||||
4,中国**业建*股*限公司,137****3517
|
||||
5,莲花*康**集**份限公司,190****4555
|
||||
6,深圳***智能*气**限公司,132****0163
|
||||
7,中信*投证***限公司,133****1366
|
||||
8,航天彩**人*股*限公司,156****6507
|
||||
9,供销*集*团**限公司,156****3837
|
||||
|
@ -0,0 +1,193 @@
|
||||
src,dst
|
||||
0,68802adde35845d76eeb172ff8ea6825
|
||||
1,5c19603e3f367a447d0cb4390a523f28
|
||||
2,f47d826a7d0bf564d545aabbdc59b100
|
||||
3,68802adde35845d76eeb172ff8ea6825
|
||||
3,d8e654984321f6aac312a897071191f0
|
||||
3,1ef0e106653b871d429cfab0cd5ea70a
|
||||
3,e6261711da404b34bf64a51322b948a8
|
||||
3,bd8cc63024c7a1d4adb3d08f0f4d4827
|
||||
3,0aa4e4d45dda77ac95312330194288ab
|
||||
3,496651284d41f79f438c1bdb2455e396
|
||||
3,6429c394f8a48816d33a603c241a649b
|
||||
3,a780d3304e9194cd75bbefbc14f7448a
|
||||
3,48b04141a59af51ac85eff121170dbc3
|
||||
3,5c19603e3f367a447d0cb4390a523f28
|
||||
3,319cca4fbb083c8edad5b4ba79a35f44
|
||||
3,f4bf7aba69bdf4416b72e26b07b4f433
|
||||
3,09123f2ed94dfd9b864721b648fb1126
|
||||
3,39962316d77bde821809135990093b43
|
||||
3,bbeb59fa2d6812ec1ed4719f34add059
|
||||
3,caf61b631cbc475cac8a52f599a2bb8e
|
||||
3,2d037e49d84c54d9a49f931d2ab9aeb4
|
||||
3,d6c1be17a64ed67455d1ae32585fd319
|
||||
3,5e042ebff7524bf7e8113e18a52a0c7f
|
||||
3,5353b254cf59a3c68852b23cb99044b4
|
||||
3,232a3bfd30ea9903b4e337304781a110
|
||||
3,a545349cbcfc5db326e3805323563f5b
|
||||
3,f47d826a7d0bf564d545aabbdc59b100
|
||||
3,61da57b4bfdd0c37669933563942b54b
|
||||
3,d1481df7a36986973817ab3437e5dccf
|
||||
3,c35569e87960cc0ecc2d1c8360839b77
|
||||
4,e559e014a77010cc7b46d8d5cc75ee58
|
||||
4,68802adde35845d76eeb172ff8ea6825
|
||||
4,d8e654984321f6aac312a897071191f0
|
||||
4,e6261711da404b34bf64a51322b948a8
|
||||
4,bd8cc63024c7a1d4adb3d08f0f4d4827
|
||||
4,0aa4e4d45dda77ac95312330194288ab
|
||||
4,496651284d41f79f438c1bdb2455e396
|
||||
4,a780d3304e9194cd75bbefbc14f7448a
|
||||
4,48b04141a59af51ac85eff121170dbc3
|
||||
4,33fdf452aa9cd145ba096c364a250ee8
|
||||
4,319cca4fbb083c8edad5b4ba79a35f44
|
||||
4,f4bf7aba69bdf4416b72e26b07b4f433
|
||||
4,09123f2ed94dfd9b864721b648fb1126
|
||||
4,39962316d77bde821809135990093b43
|
||||
4,bbeb59fa2d6812ec1ed4719f34add059
|
||||
4,caf61b631cbc475cac8a52f599a2bb8e
|
||||
4,2d037e49d84c54d9a49f931d2ab9aeb4
|
||||
4,d6c1be17a64ed67455d1ae32585fd319
|
||||
4,5e042ebff7524bf7e8113e18a52a0c7f
|
||||
4,5353b254cf59a3c68852b23cb99044b4
|
||||
4,232a3bfd30ea9903b4e337304781a110
|
||||
4,a545349cbcfc5db326e3805323563f5b
|
||||
4,f47d826a7d0bf564d545aabbdc59b100
|
||||
4,61da57b4bfdd0c37669933563942b54b
|
||||
4,d43fa10d0fba10e4269965ed3f918f03
|
||||
4,d1481df7a36986973817ab3437e5dccf
|
||||
4,c35569e87960cc0ecc2d1c8360839b77
|
||||
5,e559e014a77010cc7b46d8d5cc75ee58
|
||||
5,68802adde35845d76eeb172ff8ea6825
|
||||
5,d8e654984321f6aac312a897071191f0
|
||||
5,1ef0e106653b871d429cfab0cd5ea70a
|
||||
5,e6261711da404b34bf64a51322b948a8
|
||||
5,bd8cc63024c7a1d4adb3d08f0f4d4827
|
||||
5,0aa4e4d45dda77ac95312330194288ab
|
||||
5,496651284d41f79f438c1bdb2455e396
|
||||
5,6429c394f8a48816d33a603c241a649b
|
||||
5,a780d3304e9194cd75bbefbc14f7448a
|
||||
5,48b04141a59af51ac85eff121170dbc3
|
||||
5,5c19603e3f367a447d0cb4390a523f28
|
||||
5,33fdf452aa9cd145ba096c364a250ee8
|
||||
5,319cca4fbb083c8edad5b4ba79a35f44
|
||||
5,f4bf7aba69bdf4416b72e26b07b4f433
|
||||
5,09123f2ed94dfd9b864721b648fb1126
|
||||
5,39962316d77bde821809135990093b43
|
||||
5,bbeb59fa2d6812ec1ed4719f34add059
|
||||
5,caf61b631cbc475cac8a52f599a2bb8e
|
||||
5,2d037e49d84c54d9a49f931d2ab9aeb4
|
||||
5,d6c1be17a64ed67455d1ae32585fd319
|
||||
5,5e042ebff7524bf7e8113e18a52a0c7f
|
||||
5,5353b254cf59a3c68852b23cb99044b4
|
||||
5,232a3bfd30ea9903b4e337304781a110
|
||||
5,a545349cbcfc5db326e3805323563f5b
|
||||
5,f47d826a7d0bf564d545aabbdc59b100
|
||||
5,61da57b4bfdd0c37669933563942b54b
|
||||
6,d43fa10d0fba10e4269965ed3f918f03
|
||||
6,d1481df7a36986973817ab3437e5dccf
|
||||
6,c35569e87960cc0ecc2d1c8360839b77
|
||||
6,e559e014a77010cc7b46d8d5cc75ee58
|
||||
6,68802adde35845d76eeb172ff8ea6825
|
||||
6,d8e654984321f6aac312a897071191f0
|
||||
6,1ef0e106653b871d429cfab0cd5ea70a
|
||||
6,e6261711da404b34bf64a51322b948a8
|
||||
6,bd8cc63024c7a1d4adb3d08f0f4d4827
|
||||
6,0aa4e4d45dda77ac95312330194288ab
|
||||
6,496651284d41f79f438c1bdb2455e396
|
||||
6,6429c394f8a48816d33a603c241a649b
|
||||
6,a780d3304e9194cd75bbefbc14f7448a
|
||||
6,48b04141a59af51ac85eff121170dbc3
|
||||
6,5c19603e3f367a447d0cb4390a523f28
|
||||
6,33fdf452aa9cd145ba096c364a250ee8
|
||||
6,319cca4fbb083c8edad5b4ba79a35f44
|
||||
6,f4bf7aba69bdf4416b72e26b07b4f433
|
||||
6,09123f2ed94dfd9b864721b648fb1126
|
||||
6,39962316d77bde821809135990093b43
|
||||
6,bbeb59fa2d6812ec1ed4719f34add059
|
||||
6,caf61b631cbc475cac8a52f599a2bb8e
|
||||
6,2d037e49d84c54d9a49f931d2ab9aeb4
|
||||
6,d6c1be17a64ed67455d1ae32585fd319
|
||||
6,5e042ebff7524bf7e8113e18a52a0c7f
|
||||
6,5353b254cf59a3c68852b23cb99044b4
|
||||
6,232a3bfd30ea9903b4e337304781a110
|
||||
7,a545349cbcfc5db326e3805323563f5b
|
||||
7,f47d826a7d0bf564d545aabbdc59b100
|
||||
7,61da57b4bfdd0c37669933563942b54b
|
||||
7,d43fa10d0fba10e4269965ed3f918f03
|
||||
7,d1481df7a36986973817ab3437e5dccf
|
||||
7,c35569e87960cc0ecc2d1c8360839b77
|
||||
7,e559e014a77010cc7b46d8d5cc75ee58
|
||||
7,68802adde35845d76eeb172ff8ea6825
|
||||
7,d8e654984321f6aac312a897071191f0
|
||||
7,1ef0e106653b871d429cfab0cd5ea70a
|
||||
7,e6261711da404b34bf64a51322b948a8
|
||||
7,bd8cc63024c7a1d4adb3d08f0f4d4827
|
||||
7,0aa4e4d45dda77ac95312330194288ab
|
||||
7,496651284d41f79f438c1bdb2455e396
|
||||
7,6429c394f8a48816d33a603c241a649b
|
||||
7,a780d3304e9194cd75bbefbc14f7448a
|
||||
7,48b04141a59af51ac85eff121170dbc3
|
||||
7,5c19603e3f367a447d0cb4390a523f28
|
||||
7,33fdf452aa9cd145ba096c364a250ee8
|
||||
7,319cca4fbb083c8edad5b4ba79a35f44
|
||||
7,f4bf7aba69bdf4416b72e26b07b4f433
|
||||
7,09123f2ed94dfd9b864721b648fb1126
|
||||
7,39962316d77bde821809135990093b43
|
||||
7,bbeb59fa2d6812ec1ed4719f34add059
|
||||
7,caf61b631cbc475cac8a52f599a2bb8e
|
||||
7,2d037e49d84c54d9a49f931d2ab9aeb4
|
||||
7,d6c1be17a64ed67455d1ae32585fd319
|
||||
8,5e042ebff7524bf7e8113e18a52a0c7f
|
||||
8,5353b254cf59a3c68852b23cb99044b4
|
||||
8,232a3bfd30ea9903b4e337304781a110
|
||||
8,a545349cbcfc5db326e3805323563f5b
|
||||
8,f47d826a7d0bf564d545aabbdc59b100
|
||||
8,61da57b4bfdd0c37669933563942b54b
|
||||
8,d43fa10d0fba10e4269965ed3f918f03
|
||||
8,d1481df7a36986973817ab3437e5dccf
|
||||
8,c35569e87960cc0ecc2d1c8360839b77
|
||||
8,e559e014a77010cc7b46d8d5cc75ee58
|
||||
8,d8e654984321f6aac312a897071191f0
|
||||
8,1ef0e106653b871d429cfab0cd5ea70a
|
||||
8,e6261711da404b34bf64a51322b948a8
|
||||
8,bd8cc63024c7a1d4adb3d08f0f4d4827
|
||||
8,0aa4e4d45dda77ac95312330194288ab
|
||||
8,496651284d41f79f438c1bdb2455e396
|
||||
8,6429c394f8a48816d33a603c241a649b
|
||||
8,a780d3304e9194cd75bbefbc14f7448a
|
||||
8,48b04141a59af51ac85eff121170dbc3
|
||||
8,33fdf452aa9cd145ba096c364a250ee8
|
||||
8,319cca4fbb083c8edad5b4ba79a35f44
|
||||
8,f4bf7aba69bdf4416b72e26b07b4f433
|
||||
8,09123f2ed94dfd9b864721b648fb1126
|
||||
8,39962316d77bde821809135990093b43
|
||||
8,caf61b631cbc475cac8a52f599a2bb8e
|
||||
8,2d037e49d84c54d9a49f931d2ab9aeb4
|
||||
8,d6c1be17a64ed67455d1ae32585fd319
|
||||
9,5e042ebff7524bf7e8113e18a52a0c7f
|
||||
9,5353b254cf59a3c68852b23cb99044b4
|
||||
9,232a3bfd30ea9903b4e337304781a110
|
||||
9,a545349cbcfc5db326e3805323563f5b
|
||||
9,61da57b4bfdd0c37669933563942b54b
|
||||
9,d43fa10d0fba10e4269965ed3f918f03
|
||||
9,d1481df7a36986973817ab3437e5dccf
|
||||
9,c35569e87960cc0ecc2d1c8360839b77
|
||||
9,e559e014a77010cc7b46d8d5cc75ee58
|
||||
9,68802adde35845d76eeb172ff8ea6825
|
||||
9,d8e654984321f6aac312a897071191f0
|
||||
9,1ef0e106653b871d429cfab0cd5ea70a
|
||||
9,e6261711da404b34bf64a51322b948a8
|
||||
9,bd8cc63024c7a1d4adb3d08f0f4d4827
|
||||
9,0aa4e4d45dda77ac95312330194288ab
|
||||
9,496651284d41f79f438c1bdb2455e396
|
||||
9,6429c394f8a48816d33a603c241a649b
|
||||
9,a780d3304e9194cd75bbefbc14f7448a
|
||||
9,48b04141a59af51ac85eff121170dbc3
|
||||
9,5c19603e3f367a447d0cb4390a523f28
|
||||
9,33fdf452aa9cd145ba096c364a250ee8
|
||||
9,319cca4fbb083c8edad5b4ba79a35f44
|
||||
9,f4bf7aba69bdf4416b72e26b07b4f433
|
||||
9,09123f2ed94dfd9b864721b648fb1126
|
||||
9,39962316d77bde821809135990093b43
|
||||
9,bbeb59fa2d6812ec1ed4719f34add059
|
||||
9,caf61b631cbc475cac8a52f599a2bb8e
|
||||
|
101
python/knext/examples/riskmining1/builder/job/data/Device.csv
Normal file
101
python/knext/examples/riskmining1/builder/job/data/Device.csv
Normal file
@ -0,0 +1,101 @@
|
||||
id,umid,install
|
||||
0,73:e8:91:b5:46:0a,"com.KuNCLw.fwXLHQW,com.JHBW.wcnGVPN.KKvsk,com.GXTH.EBc.QzzGFy,com.CYUwwpj.ceCCEm.LCtzt.NCrUKX,com.Yirmf.MZx.NKC.Xqp,com.ziNtg.tSIuhlG,com.HOfs.aOnwJ.fFHM.QoXx,com.qIu.VJbJ"
|
||||
1,58:a7:3f:e8:1b:1f,"com.cavnpG.OlgiQvo.RyFTFZ,com.kYU.WSGAKM.pIxsfOW,com.OcjhcuV.WZW.BJjqc,com.bbwX.RQKiEDm.kLra.erWENrB,com.iohMc.TTOTeG.qGUW,com.LmQg.LWHcc.FOcAB.ons,com.RmyO.qmymKP,com.NvJIp.BfQ.WBZrN.ZAuCq,com.CYUwwpj.ceCCEm.LCtzt.NCrUKX,com.Yirmf.MZx.NKC.Xqp,com.ziNtg.tSIuhlG,com.HOfs.aOnwJ.fFHM.QoXx,com.qIu.VJbJ"
|
||||
2,12:44:02:28:44:02,"com.HAhw.yAy.LQBtmN,com.kYU.WSGAKM.pIxsfOW,com.oxT.ssqc.SEtMBHk.xKfAaX,com.ESzMNuY.SYo.oBmam.OsGXGIq,com.kXotA.mYqoYM,com.WINT.zcLyOqr,com.TVsB.QyuNDnw,com.lBbJt.eiQaiwa.TxU.ZQZrzl,com.Subfe.ZEq,com.CYUwwpj.ceCCEm.LCtzt.NCrUKX,com.Yirmf.MZx.NKC.Xqp,com.ziNtg.tSIuhlG,com.HOfs.aOnwJ.fFHM.QoXx,com.qIu.VJbJ"
|
||||
3,19:85:70:ea:bd:dc,"com.xQFQAAw.DEZb.hfJ,com.nhK.pWlo,com.hzqe.ICVhK.xMo.XBh,com.nSc.QuQlxi.CpmDkko,com.FMfTYR.cuEcPs,com.Yirmf.MZx.NKC.Xqp,com.vjQce.fgIRvO.drQ,com.QNRht.OsYjYO.hqdPSyn.BqwoeLP,com.CYUwwpj.ceCCEm.LCtzt.NCrUKX,com.Yirmf.MZx.NKC.Xqp,com.ziNtg.tSIuhlG,com.HOfs.aOnwJ.fFHM.QoXx,com.qIu.VJbJ"
|
||||
4,31:1d:97:4a:d8:fd,"com.ulSQ.TpT.AVWN.wFx,com.YXE.ktP.rfyNDc,com.HFG.UFD,com.vjQce.fgIRvO.drQ,com.cuFnZ.qzU.RukHVw,com.WMxwmNh.Tsoy.jYYaDS,com.COccyS.EAh.qTBdS.nnqaFdw,com.CYUwwpj.ceCCEm.LCtzt.NCrUKX,com.Yirmf.MZx.NKC.Xqp,com.ziNtg.tSIuhlG,com.HOfs.aOnwJ.fFHM.QoXx,com.qIu.VJbJ"
|
||||
5,fa:83:aa:6d:ea:0f,"com.gCazlI.KtAZHqQ,com.SeIT.Xdg.kZGt,com.ozV.BLidWEz.mljCOjX,com.LXra.PrgEnR.zxhB.fdiYv,com.lfA.RFgv.qOrJG,com.CYUwwpj.ceCCEm.LCtzt.NCrUKX,com.Yirmf.MZx.NKC.Xqp,com.ziNtg.tSIuhlG,com.HOfs.aOnwJ.fFHM.QoXx,com.qIu.VJbJ"
|
||||
6,dc:b2:d9:09:25:9b,"com.iySo.rDQ,com.Ftz.noWA.huas.VSJx,com.HszKCQS.asaxIEi.qKF,com.EifHnhL.sBPZQKJ,com.CYUwwpj.ceCCEm.LCtzt.NCrUKX,com.Yirmf.MZx.NKC.Xqp,com.ziNtg.tSIuhlG,com.HOfs.aOnwJ.fFHM.QoXx,com.qIu.VJbJ"
|
||||
7,34:45:d0:2a:8c:05,"com.pDzTy.ZFf.zkPmm.bhxy,com.DVoO.qGtaIxt.QxTBjkf.DqXIG,com.KbNHHR.WCxw.vheP.ATl,com.Beze.rCOE.ugTRJN,com.UvAtHQ.RuOpQR.XKUeg.dmRe,com.CYUwwpj.ceCCEm.LCtzt.NCrUKX,com.Yirmf.MZx.NKC.Xqp,com.ziNtg.tSIuhlG,com.HOfs.aOnwJ.fFHM.QoXx,com.qIu.VJbJ"
|
||||
8,69:14:28:97:c8:50,"com.uXRvst.CCNPm.EPS.gvunChq,com.hzqe.ICVhK.xMo.XBh,com.LjWx.fird,com.qelI.mjf.LGyhA,com.CYUwwpj.ceCCEm.LCtzt.NCrUKX,com.Yirmf.MZx.NKC.Xqp,com.ziNtg.tSIuhlG,com.HOfs.aOnwJ.fFHM.QoXx,com.qIu.VJbJ"
|
||||
9,c0:cd:89:19:76:32,"com.qzIepN.PaAx.AXUg,com.VdG.fUEsuJ.pVl,com.XSGnGo.JVhhH.vES,com.PzDwi.MmfEGNw.AKh,com.ILBMAV.jWnst.zgL.GzmA,com.tPgB.tvX.IdExzR,com.CYUwwpj.ceCCEm.LCtzt.NCrUKX,com.Yirmf.MZx.NKC.Xqp,com.ziNtg.tSIuhlG,com.HOfs.aOnwJ.fFHM.QoXx,com.qIu.VJbJ"
|
||||
10,b0:d7:d6:88:4e:88,"com.NWebK.gWWl.vWe,com.Wvb.lTe.EMKeOX.VvaQje,com.aAqyadi.Xax.lGq,com.wfZt.mvVN.xVleF,com.tCVZqs.jYpArFR,com.TVsB.QyuNDnw,com.lfA.RFgv.qOrJG,com.jSLN.HqtQjM.qVg,com.CYUwwpj.ceCCEm.LCtzt.NCrUKX,com.Yirmf.MZx.NKC.Xqp,com.ziNtg.tSIuhlG,com.HOfs.aOnwJ.fFHM.QoXx,com.qIu.VJbJ"
|
||||
11,ff:3a:2d:61:19:1f,"com.jSLN.HqtQjM.qVg,com.gRvOsM.gPQ.BExKTwJ.vAZ,com.CvB.caokCRk.JKuGrs.jGGd,com.GJQ.hSjXj.rFXrQv,com.gZi.UeQMoE,com.ZxVl.Sgu,com.NWebK.gWWl.vWe,com.CYUwwpj.ceCCEm.LCtzt.NCrUKX,com.Yirmf.MZx.NKC.Xqp,com.ziNtg.tSIuhlG,com.HOfs.aOnwJ.fFHM.QoXx,com.qIu.VJbJ"
|
||||
12,4d:e0:49:48:af:11,"com.ETJbez.ptc.IzIyj.KsPJ,com.QOwRJb.lypOh.UyYhvpt.DvLMJQj,com.HrTmWIY.uLI.gipKmbi,com.vMjcFig.LdkyF.SexObk,com.PzDwi.MmfEGNw.AKh,com.jCaW.WAW,com.iySo.rDQ,com.CYUwwpj.ceCCEm.LCtzt.NCrUKX,com.Yirmf.MZx.NKC.Xqp,com.ziNtg.tSIuhlG,com.HOfs.aOnwJ.fFHM.QoXx,com.qIu.VJbJ"
|
||||
13,12:a9:31:e0:c0:85,"com.Mrrxw.vWuT,com.VIovdB.UdzB.ZPCx.HBbN,com.CfZnrE.ZmivpvA.gvSKVd.RWYz,com.ALc.fbFw.gFpDFS.mGILge,com.CYUwwpj.ceCCEm.LCtzt.NCrUKX,com.Yirmf.MZx.NKC.Xqp,com.ziNtg.tSIuhlG,com.HOfs.aOnwJ.fFHM.QoXx,com.qIu.VJbJ"
|
||||
14,81:aa:a2:e9:f6:b9,"com.nhK.pWlo,com.DRjvlr.RPTUvGU,com.CYUwwpj.ceCCEm.LCtzt.NCrUKX,com.Yirmf.MZx.NKC.Xqp,com.ziNtg.tSIuhlG,com.HOfs.aOnwJ.fFHM.QoXx,com.qIu.VJbJ"
|
||||
15,fa:c1:3b:43:62:2b,"com.dsrC.vfA.ERYiW,com.dBKd.ogigSET,com.iJKsjJ.nDJQcZF.NTA.MFHsZ,com.SMJUd.bXqg,com.JhS.axJPg,com.CYUwwpj.ceCCEm.LCtzt.NCrUKX,com.Yirmf.MZx.NKC.Xqp,com.ziNtg.tSIuhlG,com.HOfs.aOnwJ.fFHM.QoXx,com.qIu.VJbJ"
|
||||
16,d2:6f:f5:ad:a2:b7,"com.NaDdlkQ.tFe.kqod.VXKF,com.ESzMNuY.SYo.oBmam.OsGXGIq,com.mssawU.bgsSkf.WoKqOP,com.QmrTh.stsUb.SgajGt,com.fnLk.wLR,com.FMfTYR.cuEcPs,com.Yirmf.MZx.NKC.Xqp,com.crESbe.MjtSUmw,com.CYUwwpj.ceCCEm.LCtzt.NCrUKX,com.Yirmf.MZx.NKC.Xqp,com.ziNtg.tSIuhlG,com.HOfs.aOnwJ.fFHM.QoXx,com.qIu.VJbJ"
|
||||
17,ac:1f:77:2c:ae:15,"com.NxMZaGA.meO,com.aCl.toMv,com.CYUwwpj.ceCCEm.LCtzt.NCrUKX,com.Yirmf.MZx.NKC.Xqp,com.ziNtg.tSIuhlG,com.HOfs.aOnwJ.fFHM.QoXx,com.qIu.VJbJ"
|
||||
18,3f:19:2c:3f:02:a6,"com.GdFvJkr.aaRL.OpKN.HcX,com.xQFQAAw.DEZb.hfJ,com.fhunx.mNXU.FGcZ.xRMO,com.uiXJ.lBdg.MDQP.XSNIfa,com.dwS.xvakWzU,com.ESzMNuY.SYo.oBmam.OsGXGIq,com.zqF.cdLYgOF.MtLDghd,com.iNLG.Fuq,com.RmyO.qmymKP,com.tcwXsGA.VEnrcro.qdwlr.xghg,com.CYUwwpj.ceCCEm.LCtzt.NCrUKX,com.Yirmf.MZx.NKC.Xqp,com.ziNtg.tSIuhlG,com.HOfs.aOnwJ.fFHM.QoXx,com.qIu.VJbJ"
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19,79:8e:ce:f0:df:e8,"com.eUnClaZ.qKnTZo.odtzxn.ugflGzh,com.PqVRLi.DoyW.eJdi.kbCiQAa,com.kMfQFs.upatZ.mYwiOO,com.ejbB.XiXG.YpwDqvR,com.xLmr.YFNLYZ.oHLMGp,com.EifHnhL.sBPZQKJ,com.Wvb.lTe.EMKeOX.VvaQje,com.crESbe.MjtSUmw,com.ucyDA.gNLGD.oQsbzPe.nQd,com.cuFnZ.qzU.RukHVw,com.CYUwwpj.ceCCEm.LCtzt.NCrUKX,com.Yirmf.MZx.NKC.Xqp,com.ziNtg.tSIuhlG,com.HOfs.aOnwJ.fFHM.QoXx,com.qIu.VJbJ"
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20,da:fb:67:4e:c6:1c,"com.jCccw.GXsB.oexWvz,com.LxwArYe.Rwb.YCqRqYN.JPYh,com.PFfm.dVCYO,com.gXfPLQ.MnIQp,com.qIu.VJbJ,com.hzqe.ICVhK.xMo.XBh,com.fnLk.wLR,com.CfZnrE.ZmivpvA.gvSKVd.RWYz,com.cxl.OldGm.mZUbXH.BBeXRY,com.CYUwwpj.ceCCEm.LCtzt.NCrUKX,com.Yirmf.MZx.NKC.Xqp,com.ziNtg.tSIuhlG,com.HOfs.aOnwJ.fFHM.QoXx,com.qIu.VJbJ"
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21,b5:73:c2:a4:46:a0,"com.ZxVl.Sgu,com.TlyOa.pmX.xeYYIY.eRUxHk,com.LxwArYe.Rwb.YCqRqYN.JPYh,com.GJQ.hSjXj.rFXrQv,com.wmILvI.bmSMQwN.IFTjoO.SzxV,com.eaw.PVw.bXJ.hDYDAi,com.Mrrxw.vWuT,com.COccyS.EAh.qTBdS.nnqaFdw,com.CYUwwpj.ceCCEm.LCtzt.NCrUKX,com.Yirmf.MZx.NKC.Xqp,com.ziNtg.tSIuhlG,com.HOfs.aOnwJ.fFHM.QoXx,com.qIu.VJbJ"
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22,f6:28:a1:74:4e:b2,"com.bbwX.RQKiEDm.kLra.erWENrB,com.ljxEjyx.ocPw.IyRjB,com.CYUwwpj.ceCCEm.LCtzt.NCrUKX,com.Yirmf.MZx.NKC.Xqp,com.ziNtg.tSIuhlG,com.HOfs.aOnwJ.fFHM.QoXx,com.qIu.VJbJ"
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23,c4:fa:65:8f:82:fc,"com.BQaCXdx.gvd.LpRq,com.QHfxGH.PZrfRUm.fPkBnI,com.CYUwwpj.ceCCEm.LCtzt.NCrUKX,com.Yirmf.MZx.NKC.Xqp,com.ziNtg.tSIuhlG,com.HOfs.aOnwJ.fFHM.QoXx,com.qIu.VJbJ"
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24,74:e3:70:9a:5f:7d,"com.VIovdB.UdzB.ZPCx.HBbN,com.hIlDn.QHDGjoP.OzO.VKYZw,com.jSLN.HqtQjM.qVg,com.LXra.PrgEnR.zxhB.fdiYv,com.MdUhUX.TDvHepO,com.JHBW.wcnGVPN.KKvsk,com.gRvOsM.gPQ.BExKTwJ.vAZ,com.uLeo.roWR,com.TVsB.QyuNDnw,com.CYUwwpj.ceCCEm.LCtzt.NCrUKX,com.Yirmf.MZx.NKC.Xqp,com.ziNtg.tSIuhlG,com.HOfs.aOnwJ.fFHM.QoXx,com.qIu.VJbJ"
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25,ff:92:d5:e1:48:aa,"com.Mrrxw.vWuT,com.sPgAv.FOI.CDz,com.munvAn.snWdtpN,com.UwA.qzbTFnD.hgpEVa,com.lArfEuw.iwK.sKCode,com.CYUwwpj.ceCCEm.LCtzt.NCrUKX,com.Yirmf.MZx.NKC.Xqp,com.ziNtg.tSIuhlG,com.HOfs.aOnwJ.fFHM.QoXx,com.qIu.VJbJ"
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26,eb:9d:b8:d4:ed:5b,"com.SMJUd.bXqg,com.vjQce.fgIRvO.drQ,com.wmILvI.bmSMQwN.IFTjoO.SzxV,com.NWebK.gWWl.vWe,com.lArfEuw.iwK.sKCode,com.frjJg.GUwFwiz.XpINHTV,com.scgFbUX.iGBsVA,com.pDzTy.ZFf.zkPmm.bhxy,com.CYUwwpj.ceCCEm.LCtzt.NCrUKX,com.Yirmf.MZx.NKC.Xqp,com.ziNtg.tSIuhlG,com.HOfs.aOnwJ.fFHM.QoXx,com.qIu.VJbJ"
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27,97:dc:9e:fd:0f:27,"com.iySo.rDQ,com.HzmlfS.bDKVZn.UWL,com.CYUwwpj.ceCCEm.LCtzt.NCrUKX,com.Yirmf.MZx.NKC.Xqp,com.ziNtg.tSIuhlG,com.HOfs.aOnwJ.fFHM.QoXx,com.qIu.VJbJ"
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28,48:ae:84:5c:96:aa,"com.kahwNaO.txanm,com.pDzTy.ZFf.zkPmm.bhxy,com.CYUwwpj.ceCCEm.LCtzt.NCrUKX,com.Yirmf.MZx.NKC.Xqp,com.ziNtg.tSIuhlG,com.HOfs.aOnwJ.fFHM.QoXx,com.qIu.VJbJ"
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29,0b:49:7c:1c:be:fb,"com.ngMIdl.gsEiTdg.gmL,com.jMexx.FRicP.wKYe.wDHARn,com.GCShCn.jhW.mcq.wsw,com.GlRuL.lZX.SkwaNw,com.zqF.cdLYgOF.MtLDghd,com.eCdvTn.glI,com.CYUwwpj.ceCCEm.LCtzt.NCrUKX,com.Yirmf.MZx.NKC.Xqp,com.ziNtg.tSIuhlG,com.HOfs.aOnwJ.fFHM.QoXx,com.qIu.VJbJ"
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30,54:61:d7:0d:08:f2,"com.wmILvI.bmSMQwN.IFTjoO.SzxV,com.qbteqrJ.mivZ.kpRqNG,com.CDWOPw.ilZeWYm,com.QOwRJb.lypOh.UyYhvpt.DvLMJQj,com.cuFnZ.qzU.RukHVw,com.GlRuL.lZX.SkwaNw"
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31,87:a5:c1:2b:e1:e8,"com.ALc.fbFw.gFpDFS.mGILge,com.LjWx.fird,com.Wvb.lTe.EMKeOX.VvaQje,com.PptLPkx.PcZlo,com.YXE.ktP.rfyNDc,com.GdFvJkr.aaRL.OpKN.HcX,com.mssawU.bgsSkf.WoKqOP,com.gXfPLQ.MnIQp,com.kahwNaO.txanm"
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32,9f:fb:e8:8f:fb:c5,"com.COccyS.EAh.qTBdS.nnqaFdw,com.uXRvst.CCNPm.EPS.gvunChq,com.QEXHw.hTHYrk.bHlelkF,com.xQFQAAw.DEZb.hfJ,com.zqF.cdLYgOF.MtLDghd,com.NWebK.gWWl.vWe"
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33,1c:98:72:79:47:c6,"com.iPRSuY.TxKh.fbJKge.LocNYA,com.HszKCQS.asaxIEi.qKF,com.FtseGg.URbin.mdWFR.IuecfgL,com.uLeo.roWR,com.GlRuL.lZX.SkwaNw,com.nSc.QuQlxi.CpmDkko"
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34,69:3e:c1:83:d7:75,"com.eaw.PVw.bXJ.hDYDAi,com.ETJbez.ptc.IzIyj.KsPJ,com.uiXJ.lBdg.MDQP.XSNIfa,com.cuFnZ.qzU.RukHVw,com.GlRuL.lZX.SkwaNw"
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35,d7:30:d6:89:01:2c,"com.uXRvst.CCNPm.EPS.gvunChq,com.iNLG.Fuq"
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36,bf:e3:65:80:fa:b6,"com.cuFnZ.qzU.RukHVw,com.WMxwmNh.Tsoy.jYYaDS,com.DDKcBu.QjY.qHAbzi,com.fIpIpIE.dxvgTao.QLiBZFU,com.vjDhLC.jGFxUaH,com.VQITh.WgPxBrF,com.LXra.PrgEnR.zxhB.fdiYv,com.QHfxGH.PZrfRUm.fPkBnI,com.UvAtHQ.RuOpQR.XKUeg.dmRe"
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37,51:0b:ca:0f:6f:d8,"com.PqVRLi.DoyW.eJdi.kbCiQAa,com.mvusN.AWI"
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38,c3:84:9a:6f:4d:65,"com.pDzTy.ZFf.zkPmm.bhxy,com.GXTH.EBc.QzzGFy,com.durIh.TXeyAPi,com.iohMc.TTOTeG.qGUW,com.Beze.rCOE.ugTRJN,com.cxl.OldGm.mZUbXH.BBeXRY,com.SOa.dVM"
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39,3d:f4:f9:f8:80:bf,"com.iHZQbY.ljM.pFerT,com.frjJg.GUwFwiz.XpINHTV,com.VIovdB.UdzB.ZPCx.HBbN,com.fnLk.wLR,com.fMv.yCK.uqyxf,com.gVX.IOnVfwW.wDJ.WjAumX,com.nSc.QuQlxi.CpmDkko"
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40,5b:a3:03:b2:9a:68,"com.uiXJ.lBdg.MDQP.XSNIfa,com.cdJ.sOfBFeP,com.qelI.mjf.LGyhA,com.Qhi.IbPtqAm,com.NWebK.gWWl.vWe,com.EifHnhL.sBPZQKJ"
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41,4e:90:ed:2d:49:6e,"com.ZxVl.Sgu,com.iJKsjJ.nDJQcZF.NTA.MFHsZ"
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42,82:53:e6:a6:3e:b1,"com.Qhi.IbPtqAm,com.SWpIf.JHaV,com.fMv.yCK.uqyxf,com.rMrjL.WBNgY,com.HAhw.yAy.LQBtmN,com.nQPs.pQOIT,com.PFfm.dVCYO,com.tcwXsGA.VEnrcro.qdwlr.xghg,com.eEP.RFpik.KeIpzN,com.fhunx.mNXU.FGcZ.xRMO"
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43,04:79:e6:11:3e:d5,"com.SMJUd.bXqg,com.GBrVXU.OuPq.uLIsMOl,com.fMv.yCK.uqyxf,com.OcjhcuV.WZW.BJjqc,com.ngMIdl.gsEiTdg.gmL,com.CKvgkvi.Zmsh.yYgQUrE.PJfTHy,com.WINT.zcLyOqr,com.nSc.QuQlxi.CpmDkko"
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44,88:ce:40:39:a6:8d,"com.Mrrxw.vWuT,com.VIovdB.UdzB.ZPCx.HBbN,com.uXRvst.CCNPm.EPS.gvunChq,com.YXE.ktP.rfyNDc"
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45,7f:12:05:c4:2c:38,"com.oma.oNNcRa.SfQcf.uQB,com.kMfQFs.upatZ.mYwiOO,com.AyjAfXd.IeWMYnJ,com.cBL.Gwh,com.zmh.PVwb.mwFwN.TKoDTB,com.RmyO.qmymKP,com.SWpIf.JHaV"
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46,10:da:2d:88:e5:c3,"com.PqVRLi.DoyW.eJdi.kbCiQAa,com.MdUhUX.TDvHepO,com.gXfPLQ.MnIQp,com.UlRgM.qRjN"
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47,ab:90:e6:8a:bd:38,"com.bbwX.RQKiEDm.kLra.erWENrB,com.ngMIdl.gsEiTdg.gmL,com.lArfEuw.iwK.sKCode"
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48,b2:0a:b2:89:b6:e0,"com.MOZCFW.IUaibb.KzZSnY.amFFfV,com.ILBMAV.jWnst.zgL.GzmA,com.RmyO.qmymKP,com.EYTGIxg.tlUdQ,com.qzIepN.PaAx.AXUg,com.wfZt.mvVN.xVleF,com.DRjvlr.RPTUvGU,com.uXRvst.CCNPm.EPS.gvunChq,com.Mrrxw.vWuT,com.ljxEjyx.ocPw.IyRjB"
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49,0e:23:7e:51:62:1c,"com.qIu.VJbJ,com.mssawU.bgsSkf.WoKqOP,com.PFfm.dVCYO"
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50,98:c0:3b:a7:fd:65,"com.DVoO.qGtaIxt.QxTBjkf.DqXIG,com.QOwRJb.lypOh.UyYhvpt.DvLMJQj"
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51,29:2e:d1:34:b0:97,"com.Yirmf.MZx.NKC.Xqp,com.nSc.QuQlxi.CpmDkko,com.HzmlfS.bDKVZn.UWL,com.qelI.mjf.LGyhA,com.mvusN.AWI,com.nhK.pWlo,com.ozV.BLidWEz.mljCOjX,com.jSLN.HqtQjM.qVg,com.CfZnrE.ZmivpvA.gvSKVd.RWYz"
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52,75:f8:ce:bb:d6:e1,"com.CvB.caokCRk.JKuGrs.jGGd,com.MRDPVP.GkGi.YsGr.KjS,com.BnhyDS.kmia,com.ESzMNuY.SYo.oBmam.OsGXGIq,com.ojsIE.iXtM.PadfxZb.zyhMkr,com.HszKCQS.asaxIEi.qKF"
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53,f7:55:de:18:5f:af,"com.PptLPkx.PcZlo,com.GlRuL.lZX.SkwaNw,com.DDKcBu.QjY.qHAbzi,com.qbteqrJ.mivZ.kpRqNG,com.SmV.BjTKn"
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54,3b:3c:26:4a:49:63,"com.GdFvJkr.aaRL.OpKN.HcX,com.munvAn.snWdtpN,com.gVX.IOnVfwW.wDJ.WjAumX,com.MCpqFJ.yKSLAv.LFqbc.TOk,com.dwS.xvakWzU,com.gCazlI.KtAZHqQ,com.OAaBh.pRtk.HdLSX,com.TVsB.QyuNDnw"
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55,e1:2c:63:d2:1b:e1,"com.HAhw.yAy.LQBtmN,com.cxl.OldGm.mZUbXH.BBeXRY,com.PFfm.dVCYO,com.xHvW.LlqTGL.Beeqwuq.XlLw,com.rQlBib.mgHXZSM.kOI.mRPaxx,com.JhS.axJPg,com.WQGce.HvYc,com.jCccw.GXsB.oexWvz,com.tcwXsGA.VEnrcro.qdwlr.xghg"
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56,9f:9d:9d:34:4b:d2,"com.HFG.UFD,com.tCVZqs.jYpArFR,com.QmrTh.stsUb.SgajGt,com.PzDwi.MmfEGNw.AKh,com.fMv.yCK.uqyxf,com.WMxwmNh.Tsoy.jYYaDS"
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57,e3:47:9d:65:32:c8,"com.jCaW.WAW,com.VUqhNMH.qWYYs.aZV.wgTs"
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58,96:ef:39:27:55:cd,"com.GBrVXU.OuPq.uLIsMOl,com.DRjvlr.RPTUvGU,com.qelI.mjf.LGyhA,com.OAaBh.pRtk.HdLSX,com.pWJU.qiqMJ,com.ajdr.YYHWu.SLk.nVcikT,com.MCpqFJ.yKSLAv.LFqbc.TOk,com.rMrjL.WBNgY,com.BQaCXdx.gvd.LpRq,com.iySo.rDQ"
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59,83:63:df:97:0d:c7,"com.lArfEuw.iwK.sKCode,com.tCVZqs.jYpArFR,com.tcwXsGA.VEnrcro.qdwlr.xghg,com.pDzTy.ZFf.zkPmm.bhxy,com.ALc.fbFw.gFpDFS.mGILge,com.HrTmWIY.uLI.gipKmbi,com.SmV.BjTKn,com.uiXJ.lBdg.MDQP.XSNIfa,com.nQPs.pQOIT"
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60,4b:f6:fe:2e:1a:d0,"com.fnLk.wLR,com.rfewZSw.lJiraID.dNQgDK.DomA,com.XSGnGo.JVhhH.vES,com.Yirmf.MZx.NKC.Xqp,com.PFfm.dVCYO"
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61,7f:23:aa:68:10:d1,"com.cavnpG.OlgiQvo.RyFTFZ,com.gZi.UeQMoE"
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62,4a:5b:b4:63:54:22,"com.LxwArYe.Rwb.YCqRqYN.JPYh,com.iySo.rDQ,com.mFMkFST.PhTI.hfki,com.hzqe.ICVhK.xMo.XBh,com.nQPs.pQOIT,com.vDz.QHdfao.DQQ.Wvmu,com.cBL.Gwh,com.oma.oNNcRa.SfQcf.uQB"
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63,14:6a:62:65:8f:ba,"com.HrTmWIY.uLI.gipKmbi,com.kMfQFs.upatZ.mYwiOO,com.tcwXsGA.VEnrcro.qdwlr.xghg"
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64,92:6d:9b:7b:9d:51,"com.DDKcBu.QjY.qHAbzi,com.iPRSuY.TxKh.fbJKge.LocNYA"
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65,01:57:14:4a:e3:f5,"com.crESbe.MjtSUmw,com.LXra.PrgEnR.zxhB.fdiYv,com.zqF.cdLYgOF.MtLDghd"
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66,1c:59:57:bd:2a:44,"com.ojsIE.iXtM.PadfxZb.zyhMkr,com.Ftz.noWA.huas.VSJx,com.dsrC.vfA.ERYiW,com.uLeo.roWR,com.frjJg.GUwFwiz.XpINHTV,com.fnLk.wLR,com.VdG.fUEsuJ.pVl"
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67,dd:77:15:c3:f4:f3,"com.nQPs.pQOIT,com.SeIT.Xdg.kZGt,com.cxl.OldGm.mZUbXH.BBeXRY,com.oxT.ssqc.SEtMBHk.xKfAaX,com.lUnba.Ndf.VNcE.REHzRS,com.QIh.UEa,com.UlRgM.qRjN,com.gVX.IOnVfwW.wDJ.WjAumX"
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68,85:d2:63:c6:9a:c0,"com.SeIT.Xdg.kZGt,com.NxMZaGA.meO,com.ulSQ.TpT.AVWN.wFx"
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69,50:ba:e8:d7:07:17,"com.ulSQ.TpT.AVWN.wFx,com.EYTGIxg.tlUdQ,com.rfewZSw.lJiraID.dNQgDK.DomA,com.NxMZaGA.meO,com.ZmMRtj.OMrxV,com.dsrC.vfA.ERYiW,com.qIu.VJbJ"
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70,07:7c:27:b9:28:98,"com.NxMZaGA.meO,com.ulSQ.TpT.AVWN.wFx,com.nSc.QuQlxi.CpmDkko,com.KbNHHR.WCxw.vheP.ATl,com.gRvOsM.gPQ.BExKTwJ.vAZ,com.WINT.zcLyOqr,com.HFG.UFD,com.OAaBh.pRtk.HdLSX"
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71,a1:95:68:66:fe:5e,"com.ljxEjyx.ocPw.IyRjB,com.iNLG.Fuq,com.vDz.QHdfao.DQQ.Wvmu,com.HAhw.yAy.LQBtmN,com.rfewZSw.lJiraID.dNQgDK.DomA,com.PqVRLi.DoyW.eJdi.kbCiQAa"
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72,86:84:06:c2:d2:25,"com.ETJbez.ptc.IzIyj.KsPJ,com.gXfPLQ.MnIQp,com.CYUwwpj.ceCCEm.LCtzt.NCrUKX,com.YTNhE.YrWkVeq.OEgAtZ.VvCem,com.dsrC.vfA.ERYiW,com.WINT.zcLyOqr,com.FMfTYR.cuEcPs,com.QNRht.OsYjYO.hqdPSyn.BqwoeLP"
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73,d1:a6:dc:dc:38:4e,"com.SWpIf.JHaV,com.OAaBh.pRtk.HdLSX,com.GCShCn.jhW.mcq.wsw,com.fMv.yCK.uqyxf,com.zmh.PVwb.mwFwN.TKoDTB,com.qbteqrJ.mivZ.kpRqNG,com.QNRht.OsYjYO.hqdPSyn.BqwoeLP,com.tPgB.tvX.IdExzR,com.NxU.VlZFCbG"
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74,01:88:ba:23:dd:1e,"com.EYTGIxg.tlUdQ,com.RmyO.qmymKP,com.GXTH.EBc.QzzGFy,com.ESzMNuY.SYo.oBmam.OsGXGIq,com.VUqhNMH.qWYYs.aZV.wgTs,com.Zbxgl.zhKoRUm.iTxi.wqEc"
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75,05:a9:c7:7e:8c:25,"com.EifHnhL.sBPZQKJ,com.PzDwi.MmfEGNw.AKh,com.DRjvlr.RPTUvGU,com.LxwArYe.Rwb.YCqRqYN.JPYh,com.VIovdB.UdzB.ZPCx.HBbN,com.SWpIf.JHaV"
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76,66:af:7f:32:31:e6,"com.nQPs.pQOIT,com.HrTmWIY.uLI.gipKmbi,com.vMjcFig.LdkyF.SexObk,com.DRjvlr.RPTUvGU,com.dwS.xvakWzU,com.QOwRJb.lypOh.UyYhvpt.DvLMJQj"
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77,a1:17:e6:fe:2a:d8,"com.CvB.caokCRk.JKuGrs.jGGd,com.ZmMRtj.OMrxV,com.Zbxgl.zhKoRUm.iTxi.wqEc,com.COccyS.EAh.qTBdS.nnqaFdw,com.HFG.UFD,com.DVoO.qGtaIxt.QxTBjkf.DqXIG,com.Yirmf.MZx.NKC.Xqp"
|
||||
78,f0:75:3c:0e:78:8b,"com.GdFvJkr.aaRL.OpKN.HcX,com.KuNCLw.fwXLHQW,com.FVzSmz.cDdP.Cpq,com.VdG.fUEsuJ.pVl"
|
||||
79,0b:34:dc:13:e5:9c,"com.YTNhE.YrWkVeq.OEgAtZ.VvCem,com.lUnba.Ndf.VNcE.REHzRS,com.ZmMRtj.OMrxV,com.RmyO.qmymKP,com.BIJkQdV.xYUmhtk.SrNF"
|
||||
80,47:28:9e:9e:c8:b9,"com.zmh.PVwb.mwFwN.TKoDTB,com.kMfQFs.upatZ.mYwiOO"
|
||||
81,1b:71:15:31:bc:b8,"com.qelI.mjf.LGyhA,com.Zbxgl.zhKoRUm.iTxi.wqEc,com.eEP.RFpik.KeIpzN,com.tCVZqs.jYpArFR,com.UlRgM.qRjN"
|
||||
82,79:e2:68:3c:34:c5,"com.eaw.PVw.bXJ.hDYDAi,com.SmV.BjTKn"
|
||||
83,a2:f9:5d:64:3b:28,"com.DVoO.qGtaIxt.QxTBjkf.DqXIG,com.BnhyDS.kmia,com.PzDwi.MmfEGNw.AKh,com.GBrVXU.OuPq.uLIsMOl,com.oma.oNNcRa.SfQcf.uQB,com.iNLG.Fuq,com.uLeo.roWR,com.dBKd.ogigSET"
|
||||
84,97:7d:78:d4:35:54,"com.cBL.Gwh,com.TVsB.QyuNDnw"
|
||||
85,d0:72:f8:a9:6b:65,"com.UwA.qzbTFnD.hgpEVa,com.NvJIp.BfQ.WBZrN.ZAuCq,com.hzqe.ICVhK.xMo.XBh,com.CvB.caokCRk.JKuGrs.jGGd,com.ETJbez.ptc.IzIyj.KsPJ,com.bbwX.RQKiEDm.kLra.erWENrB"
|
||||
86,6a:cc:9a:6c:d9:36,"com.gZi.UeQMoE,com.GdFvJkr.aaRL.OpKN.HcX"
|
||||
87,23:6f:60:59:26:d0,"com.Wvb.lTe.EMKeOX.VvaQje,com.frjJg.GUwFwiz.XpINHTV"
|
||||
88,3b:a4:fa:01:b1:74,"com.gRvOsM.gPQ.BExKTwJ.vAZ,com.uiXJ.lBdg.MDQP.XSNIfa,com.iySo.rDQ,com.QOwRJb.lypOh.UyYhvpt.DvLMJQj,com.XSGnGo.JVhhH.vES,com.iHZQbY.ljM.pFerT,com.pWJU.qiqMJ,com.GBrVXU.OuPq.uLIsMOl,com.MRDPVP.GkGi.YsGr.KjS"
|
||||
89,1c:d4:25:ec:2e:b5,"com.QOwRJb.lypOh.UyYhvpt.DvLMJQj,com.DDKcBu.QjY.qHAbzi,com.iPRSuY.TxKh.fbJKge.LocNYA,com.MCpqFJ.yKSLAv.LFqbc.TOk,com.NvJIp.BfQ.WBZrN.ZAuCq,com.VUqhNMH.qWYYs.aZV.wgTs,com.eaw.PVw.bXJ.hDYDAi,com.Qui.xVqHHg.rOEq,com.ajdr.YYHWu.SLk.nVcikT"
|
||||
90,31:7b:a3:98:e6:ec,"com.crESbe.MjtSUmw,com.fIpIpIE.dxvgTao.QLiBZFU,com.Wvb.lTe.EMKeOX.VvaQje,com.cxl.OldGm.mZUbXH.BBeXRY,com.gRvOsM.gPQ.BExKTwJ.vAZ,com.DVoO.qGtaIxt.QxTBjkf.DqXIG,com.QNRht.OsYjYO.hqdPSyn.BqwoeLP,com.ILBMAV.jWnst.zgL.GzmA,com.eUnClaZ.qKnTZo.odtzxn.ugflGzh,com.xDlJdj.xLrqn.nLXEd.BKTjK"
|
||||
91,5b:6a:d3:ef:b3:5c,"com.qIu.VJbJ,com.Beze.rCOE.ugTRJN,com.guj.FlcApk,com.LxwArYe.Rwb.YCqRqYN.JPYh,com.Wvb.lTe.EMKeOX.VvaQje,com.wfZt.mvVN.xVleF,com.hzqe.ICVhK.xMo.XBh,com.HrTmWIY.uLI.gipKmbi"
|
||||
92,f0:7a:e7:a5:e8:19,"com.gVX.IOnVfwW.wDJ.WjAumX,com.qelI.mjf.LGyhA,com.DRjvlr.RPTUvGU,com.QNRht.OsYjYO.hqdPSyn.BqwoeLP,com.QHfxGH.PZrfRUm.fPkBnI,com.ljxEjyx.ocPw.IyRjB,com.vjDhLC.jGFxUaH,com.CKvgkvi.Zmsh.yYgQUrE.PJfTHy"
|
||||
93,48:12:f1:3f:dd:a3,"com.HszKCQS.asaxIEi.qKF,com.WQGce.HvYc,com.MCpqFJ.yKSLAv.LFqbc.TOk"
|
||||
94,83:34:b6:42:5e:8a,"com.uXRvst.CCNPm.EPS.gvunChq,com.BIJkQdV.xYUmhtk.SrNF,com.Zbxgl.zhKoRUm.iTxi.wqEc"
|
||||
95,1e:b3:3e:5a:08:c3,"com.CDWOPw.ilZeWYm,com.VUqhNMH.qWYYs.aZV.wgTs,com.lUnba.Ndf.VNcE.REHzRS,com.eEP.RFpik.KeIpzN,com.jMexx.FRicP.wKYe.wDHARn,com.iySo.rDQ"
|
||||
96,5e:1d:44:cb:2c:db,"com.mFMkFST.PhTI.hfki,com.tCVZqs.jYpArFR,com.ETJbez.ptc.IzIyj.KsPJ,com.vMjcFig.LdkyF.SexObk,com.DRjvlr.RPTUvGU,com.xLmr.YFNLYZ.oHLMGp,com.Ftz.noWA.huas.VSJx"
|
||||
97,ec:08:a0:8c:5c:69,"com.fnLk.wLR,com.Subfe.ZEq,com.qbteqrJ.mivZ.kpRqNG,com.AyjAfXd.IeWMYnJ,com.ajdr.YYHWu.SLk.nVcikT,com.DRjvlr.RPTUvGU,com.eCdvTn.glI,com.durIh.TXeyAPi"
|
||||
98,d1:d7:0e:3e:54:20,"com.mFMkFST.PhTI.hfki,com.ziNtg.tSIuhlG,com.jMexx.FRicP.wKYe.wDHARn,com.tcwXsGA.VEnrcro.qdwlr.xghg"
|
||||
99,9c:f7:fc:28:d1:61,"com.HAhw.yAy.LQBtmN,com.GBrVXU.OuPq.uLIsMOl,com.ljxEjyx.ocPw.IyRjB,com.LRtfLw.YvXfs.HvAXx.rOGcKoS,com.NxMZaGA.meO,com.ODxX.sMuQ.zHFsmh,com.PzDwi.MmfEGNw.AKh,com.pDzTy.ZFf.zkPmm.bhxy,com.eaw.PVw.bXJ.hDYDAi,com.OAaBh.pRtk.HdLSX"
|
||||
|
@ -0,0 +1,21 @@
|
||||
id,name,age,hasPhone
|
||||
0,裘**,58,154****7458
|
||||
1,杜*,57,158****1130
|
||||
2,邬**,53,196****5422
|
||||
3,左**,23,194****7053
|
||||
4,席*,25,154****6612
|
||||
5,穆**,59,158****4646
|
||||
6,郝*,43,158****7726
|
||||
7,葛**,43,192****7047
|
||||
8,蓝*,45,151****6861
|
||||
9,祁**,61,133****3213
|
||||
10,柏*,22,132****0000
|
||||
11,方*,45,130****4558
|
||||
12,袁*,58,155****3610
|
||||
13,彭*,31,197****5336
|
||||
14,明**,31,198****3183
|
||||
15,夏*,51,158****7352
|
||||
16,齐**,47,131****5142
|
||||
17,萧*,53,157****6173
|
||||
18,郎**,29,194****2088
|
||||
19,雷**,46,193****8747
|
||||
|
@ -0,0 +1,27 @@
|
||||
src,dst,transDate,transAmt
|
||||
10,0,20230906,6282
|
||||
10,0,20230918,33643
|
||||
10,0,20230826,3078
|
||||
10,0,20230827,2763
|
||||
10,0,20230905,13180
|
||||
10,1,20230912,1653
|
||||
10,1,20230828,32
|
||||
10,1,20230916,252
|
||||
10,1,20230919,6051
|
||||
10,1,20230826,241
|
||||
10,1,20230910,2932
|
||||
10,1,20230914,2623
|
||||
10,1,20230921,1525
|
||||
10,1,20230825,3226
|
||||
10,2,20230901,3783
|
||||
10,2,20230913,11341
|
||||
10,2,20230902,12103
|
||||
10,2,20230908,29720
|
||||
10,2,20230901,15501
|
||||
10,2,20230827,18600
|
||||
10,2,20230830,19320
|
||||
10,2,20230912,43646
|
||||
10,2,20230829,5839
|
||||
10,2,20230828,39289
|
||||
10,2,20230906,20991
|
||||
10,2,20230923,2386
|
||||
|
@ -0,0 +1,2 @@
|
||||
src,dst
|
||||
0,33fdf452aa9cd145ba096c364a250ee8
|
||||
|
@ -0,0 +1,59 @@
|
||||
src,dst
|
||||
0,3
|
||||
0,26
|
||||
0,21
|
||||
0,29
|
||||
0,25
|
||||
0,5
|
||||
0,9
|
||||
0,27
|
||||
0,4
|
||||
0,11
|
||||
0,13
|
||||
0,6
|
||||
1,18
|
||||
1,24
|
||||
1,29
|
||||
1,6
|
||||
1,20
|
||||
1,19
|
||||
1,0
|
||||
1,17
|
||||
1,16
|
||||
1,4
|
||||
1,25
|
||||
1,3
|
||||
1,15
|
||||
2,26
|
||||
2,28
|
||||
2,3
|
||||
2,21
|
||||
2,2
|
||||
2,9
|
||||
2,25
|
||||
2,10
|
||||
2,24
|
||||
2,1
|
||||
2,13
|
||||
2,7
|
||||
2,20
|
||||
2,11
|
||||
2,16
|
||||
2,22
|
||||
3,88
|
||||
4,69
|
||||
5,87
|
||||
6,73
|
||||
7,76
|
||||
8,75
|
||||
9,98
|
||||
10,94
|
||||
11,45
|
||||
12,59
|
||||
13,38
|
||||
14,93
|
||||
15,49
|
||||
16,86
|
||||
17,52
|
||||
18,31
|
||||
19,45
|
||||
|
@ -0,0 +1,4 @@
|
||||
src,dst
|
||||
10,0
|
||||
10,1
|
||||
10,2
|
||||
|
@ -0,0 +1,2 @@
|
||||
id
|
||||
赌博应用
|
||||
|
@ -0,0 +1,3 @@
|
||||
id
|
||||
赌博App开发者
|
||||
赌博App老板
|
||||
|
@ -0,0 +1,33 @@
|
||||
# -*- 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 typing import List
|
||||
|
||||
from knext.operator.op import LinkOp
|
||||
from knext.client.search import SearchClient
|
||||
from knext.operator.spg_record import SPGRecord
|
||||
|
||||
|
||||
class CertLinkerOperator(LinkOp):
|
||||
bind_to = "RiskMining.Cert"
|
||||
|
||||
def __init__(self):
|
||||
super().__init__()
|
||||
self.search_client = SearchClient("RiskMining.Cert")
|
||||
|
||||
def eval(self, property: str, record: SPGRecord) -> List[SPGRecord]:
|
||||
has_cert = property
|
||||
query = {"match": {"certNum": has_cert}}
|
||||
recall_certs = self.search_client.search(query, start=0, size=10)
|
||||
if recall_certs is not None and len(recall_certs) > 0:
|
||||
return [SPGRecord("RiskMining.Cert", {"id": recall_certs[0].doc_id})]
|
||||
return [SPGRecord("RiskMining.Cert", {"id": property})]
|
||||
@ -0,0 +1,4 @@
|
||||
MATCH
|
||||
(u:`RiskMining.TaxOfRiskUser`/`赌博App开发者`)-[:developed]->(app:`RiskMining.TaxOfRiskApp`/`赌博应用`),
|
||||
(b:`RiskMining.TaxOfRiskUser`/`赌博App老板`)-[:release]->(app)
|
||||
RETURN u.name, b.name ,app.id
|
||||
37
python/knext/examples/riskmining1/schema/concept.rule
Normal file
37
python/knext/examples/riskmining1/schema/concept.rule
Normal file
@ -0,0 +1,37 @@
|
||||
namespace RiskMining
|
||||
|
||||
`TaxOfRiskApp`/`赌博应用`:
|
||||
rule: [[
|
||||
Define (s:App)-[p:belongTo]->(o:`TaxOfRiskApp`/`赌博应用`) {
|
||||
Structure {
|
||||
(s)
|
||||
}
|
||||
Constraint {
|
||||
R1("风险标记为赌博"): s.riskMark like "%赌博%"
|
||||
}
|
||||
}
|
||||
]]
|
||||
|
||||
`TaxOfRiskUser`/`赌博App开发者`:
|
||||
rule: [[
|
||||
Define (s:Person)-[p:belongTo]->(o:`TaxOfRiskUser`/`赌博App开发者`) {
|
||||
Structure {
|
||||
(s)-[:developed]->(app:`TaxOfRiskApp`/`赌博应用`)
|
||||
}
|
||||
Constraint {
|
||||
}
|
||||
}
|
||||
]]
|
||||
|
||||
`TaxOfRiskUser`/`赌博App老板`:
|
||||
rule: [[
|
||||
Define (s:Person)-[p:belongTo]->(o:`TaxOfRiskUser`/`赌博App老板`) {
|
||||
Structure {
|
||||
(s)-[:release]->(a:`TaxOfRiskApp`/`赌博应用`),
|
||||
(u:Person)-[:developed]->(a),
|
||||
(s)-[:fundTrans]->(u)
|
||||
}
|
||||
Constraint {
|
||||
}
|
||||
}
|
||||
]]
|
||||
67
python/knext/examples/riskmining1/schema/riskmining.schema
Normal file
67
python/knext/examples/riskmining1/schema/riskmining.schema
Normal file
@ -0,0 +1,67 @@
|
||||
namespace RiskMining
|
||||
|
||||
TaxOfRiskUser(风险用户): ConceptType
|
||||
hypernymPredicate: isA
|
||||
|
||||
TaxOfRiskApp(风险应用): ConceptType
|
||||
hypernymPredicate: isA
|
||||
|
||||
Cert(证书): EntityType
|
||||
properties:
|
||||
certNum(证书编号): Text
|
||||
|
||||
App(应用): EntityType
|
||||
properties:
|
||||
riskMark(风险标记): Text
|
||||
useCert(使用证书): Cert
|
||||
IND#belongTo(属于): TaxOfRiskApp
|
||||
|
||||
Company(企业): EntityType
|
||||
properties:
|
||||
hasPhone(电话号码): STD.ChinaMobile
|
||||
relations:
|
||||
hasCert(拥有证书): Cert
|
||||
holdShare(持股): Company
|
||||
|
||||
Device(设备): EntityType
|
||||
properties:
|
||||
umid(设备umid): Text
|
||||
install(安装): App
|
||||
constraint: MultiValue
|
||||
|
||||
Person(自然人): EntityType
|
||||
properties:
|
||||
age(年龄): Integer
|
||||
hasPhone(电话号码): STD.ChinaMobile
|
||||
IND#belongTo(属于): TaxOfRiskUser
|
||||
relations:
|
||||
hasDevice(拥有设备): Device
|
||||
hasCert(拥有证书): Cert
|
||||
holdShare(持股): Company
|
||||
fundTrans(转账关系): Person
|
||||
properties:
|
||||
transDate(交易日期): Text
|
||||
transAmt(交易金额): Integer
|
||||
developed(开发): App
|
||||
rule: [[
|
||||
Define (s:Person)-[p:developed]->(o:App) {
|
||||
STRUCTURE {
|
||||
(s)-[:hasDevice]->(d:Device)-[:install]->(o)
|
||||
}
|
||||
CONSTRAINT {
|
||||
deviceNum = group(s,o).count(d)
|
||||
R1("设备超过5"): deviceNum > 5
|
||||
}
|
||||
}
|
||||
]]
|
||||
release(发布): App
|
||||
rule: [[
|
||||
Define (s:Person)-[p:release]->(o:App) {
|
||||
STRUCTURE {
|
||||
(s)-[:holdShare]->(c:Company),
|
||||
(c)-[:hasCert]->(cert:Cert)<-[useCert]-(o)
|
||||
}
|
||||
CONSTRAINT {
|
||||
}
|
||||
}
|
||||
]]
|
||||
@ -0,0 +1,92 @@
|
||||
# ATTENTION!
|
||||
# This file is generated by Schema automatically, it will be refreshed after schema has been committed
|
||||
# PLEASE DO NOT MODIFY THIS FILE!!!
|
||||
#
|
||||
|
||||
class RiskMining:
|
||||
def __init__(self):
|
||||
self.App = self.App()
|
||||
self.Cert = self.Cert()
|
||||
self.Company = self.Company()
|
||||
self.Device = self.Device()
|
||||
self.Person = self.Person()
|
||||
self.TaxOfRiskApp = self.TaxOfRiskApp()
|
||||
self.TaxOfRiskUser = self.TaxOfRiskUser()
|
||||
|
||||
class App:
|
||||
__typename__ = "RiskMining.App"
|
||||
description = "description"
|
||||
id = "id"
|
||||
name = "name"
|
||||
riskMark = "riskMark"
|
||||
belongTo = "belongTo"
|
||||
useCert = "useCert"
|
||||
|
||||
def __init__(self):
|
||||
pass
|
||||
|
||||
class Cert:
|
||||
__typename__ = "RiskMining.Cert"
|
||||
description = "description"
|
||||
id = "id"
|
||||
name = "name"
|
||||
certNum = "certNum"
|
||||
|
||||
def __init__(self):
|
||||
pass
|
||||
|
||||
class Company:
|
||||
__typename__ = "RiskMining.Company"
|
||||
description = "description"
|
||||
id = "id"
|
||||
name = "name"
|
||||
hasPhone = "hasPhone"
|
||||
|
||||
def __init__(self):
|
||||
pass
|
||||
|
||||
class Device:
|
||||
__typename__ = "RiskMining.Device"
|
||||
description = "description"
|
||||
id = "id"
|
||||
name = "name"
|
||||
umid = "umid"
|
||||
install = "install"
|
||||
|
||||
def __init__(self):
|
||||
pass
|
||||
|
||||
class Person:
|
||||
__typename__ = "RiskMining.Person"
|
||||
description = "description"
|
||||
id = "id"
|
||||
name = "name"
|
||||
hasPhone = "hasPhone"
|
||||
age = "age"
|
||||
belongTo = "belongTo"
|
||||
|
||||
def __init__(self):
|
||||
pass
|
||||
|
||||
class TaxOfRiskApp:
|
||||
__typename__ = "RiskMining.TaxOfRiskApp"
|
||||
description = "description"
|
||||
id = "id"
|
||||
name = "name"
|
||||
stdId = "stdId"
|
||||
alias = "alias"
|
||||
|
||||
def __init__(self):
|
||||
pass
|
||||
|
||||
class TaxOfRiskUser:
|
||||
__typename__ = "RiskMining.TaxOfRiskUser"
|
||||
description = "description"
|
||||
id = "id"
|
||||
name = "name"
|
||||
alias = "alias"
|
||||
stdId = "stdId"
|
||||
|
||||
def __init__(self):
|
||||
pass
|
||||
|
||||
Loading…
x
Reference in New Issue
Block a user