bugfix

builder/core/src/main/java/com/antgroup/openspg/builder/core/physical/BasePhysicalNode.java

@@ -16,7 +16,6 @@ package com.antgroup.openspg.builder.core.physical;
 import com.antgroup.openspg.builder.core.runtime.BuilderContext;
 import com.antgroup.openspg.builder.model.exception.BuilderException;
 import java.util.Objects;
-import lombok.AllArgsConstructor;
 import lombok.Getter;
 
 /**

builder/core/src/main/java/com/antgroup/openspg/builder/core/runtime/BuilderExecutor.java

@@ -8,10 +8,16 @@ import java.util.List;
 
 /** 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 */
 public interface BuilderExecutor {
-
+  /**
-  /** 初始化物理执行计划，如果报错则不再进行构建流程 */
+   * Initialize the executor and initialize the physical execution plan. If an exception is thrown,
+   * the builder process will not proceed further.
+   */
   void init(PhysicalPlan plan, BuilderContext context) throws BuilderException;
 
-  /** 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 */
+  /**
+   * Input a batch of records, execute the physical plan, and return the computational results. If
+   * an exception is thrown, it signifies a processing failure of this batch of data, and the
+   * exception will be handled by the runner.
+   */
   List<BaseRecord> eval(List<BaseRecord> inputRecords) throws BuilderRecordException;
 }

builder/model/src/main/java/com/antgroup/openspg/builder/model/pipeline/config/RelationMappingNodeConfig.java

@@ -1,11 +1,10 @@
 package com.antgroup.openspg.builder.model.pipeline.config;
 
 import com.antgroup.openspg.builder.model.pipeline.enums.NodeTypeEnum;
-import java.util.List;
-
 import com.antgroup.openspg.core.schema.model.identifier.BaseSPGIdentifier;
 import com.antgroup.openspg.core.schema.model.identifier.RelationIdentifier;
 import com.google.common.collect.Lists;
+import java.util.List;
 import lombok.Getter;
 
 @Getter

python/knext/__init__.py

@@ -12,7 +12,3 @@
 
 __package_name__ = "openspg-knext"
 __version__ = "0.0.1-beta2"
-
-from knext.common.env import init_env
-
-init_env()

python/knext/client/builder.py

@@ -97,6 +97,7 @@ class BuilderClient(Client):
                     "--alterOperation", kwargs.get("alter_operation", AlterOperationEnum.Upsert),
                     "--logFile", log_file_name
                     ]
+        print(' '.join(java_cmd))
         subprocess.call(java_cmd)
 
     def query(self, job_inst_id: int):

python/knext/examples/riskmining1/.knext.cfg

@@ -0,0 +1,16 @@
+[local]
+project_name = RiskMining
+description = RiskMining
+project_id = 2
+namespace = RiskMining
+project_dir = riskmining
+schema_dir = schema
+schema_file = riskmining.schema
+builder_dir = builder
+builder_operator_dir = builder/operator
+builder_record_dir = builder/error_record
+builder_job_dir = builder/job
+builder_model_dir = builder/model
+reasoner_dir = reasoner
+reasoner_result_dir = reasoner/result
+

python/knext/examples/riskmining1/README.md

@@ -0,0 +1,59 @@
+To create a knowledge graph based on OpenSPG,
+we usually follow the steps below.
+
+- Create a new knowledge graph project named "RiskMining".
+
+```bash
+knext project create --prj_path .
+```
+
+- First, create the schema of the project, which defines the ontology
+  of the business domain of the knowledge graph. For example, in our RiskMining project,
+  its ontology includes App, Cert, Person, Company, and their relations, etc.
+
+```bash
+knext schema commit
+```
+
+- Then, we will build the knowledge graph based on the schema.
+  The data source of the knowledge graph is a local CSV file located in the ./builder/job/data directory.
+  During the process of the knowledge graph construction, it may be necessary to preprocess the raw data.
+  In such cases, we need to invoke construction operators.
+  Therefore, before constructing the knowledge graph, we need to publish the construction operators.
+
+```bash
+knext operator publish CertLinkerOperator
+```
+
+- Next, we can start building the knowledge graph based on the created schema and published operators.
+  We can import entities such as App, Cert, Person, Company, along with their attributes and relations.
+  After completing these operations, we will obtain a RiskMining knowledge graph.
+
+```bash
+knext builder submit TaxOfRiskUser,TaxOfRiskApp,Cert,Company,CompanyHasCert
+knext builder submit App,Device,Person,PersonFundTrans,PersonHasDevice,PersonHoldShare
+```
+
+- Next, we can also explore some more exciting possibilities. We define some logical rules,
+  which define what kind of App is a gambling App and what kind of users are
+  developers of gambling Apps". These logic rules are calculated dynamically when necessary.
+
+```bash
+knext schema reg_concept_rule --file ./schema/concept.rule
+```
+
+- Finally, we execute GQL/KGDSL to perform queries and reasoning, inferring hidden knowledge
+  based on existing factual data and logical rules within the knowledge graph.
+  In the following example, we can output the phone number of each person, generate risk applications
+  based on previously defined rules, and also output the developers and owners of these risk applications.
+  It can be observed that this knowledge does not exist in the original factual data;
+  rather, it is derived through inference based on the original factual data and the defined expert rules.
+  Now, Let's run it!
+
+```bash
+knext reasoner query --file ./reasoner/gambling_app.dsl
+knext reasoner query --dsl "MATCH (phone:STD.ChinaMobile)<-[:hasPhone]-(u:RiskMining.Person) RETURN u.name,phone.id"
+knext reasoner query --dsl "MATCH (s:\`RiskMining.TaxOfRiskApp\`/\`赌博应用\`) RETURN s.id"
+knext reasoner query --dsl "MATCH (s:\`RiskMining.TaxOfRiskUser\`/\`赌博App开发者\`) RETURN s.id,s.name"
+```
+

python/knext/examples/riskmining1/builder/job/app.py

@@ -0,0 +1,35 @@
+# -*- 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.component.builder import CsvSourceReader, SPGTypeMapping, KGSinkWriter
+from knext.examples.riskmining.schema.riskmining_schema_helper import RiskMining
+
+
+class App(BuilderJob):
+    def build(self):
+        source = CsvSourceReader(
+            local_path="./builder/job/data/App.csv",
+            columns=["id", "riskMark", "useCert"],
+            start_row=2,
+        )
+
+        mapping = (
+            SPGTypeMapping(spg_type_name=RiskMining.App.__typename__)
+            .add_field("id", RiskMining.App.id)
+            .add_field("id", RiskMining.App.name)
+            .add_field("riskMark", RiskMining.App.riskMark)
+            .add_field("useCert", RiskMining.App.useCert)
+        )
+
+        sink = KGSinkWriter()
+
+        return source >> mapping >> sink

python/knext/examples/riskmining1/builder/job/cert.py

@@ -0,0 +1,35 @@
+# -*- 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.component.builder import CsvSourceReader, SPGTypeMapping, KGSinkWriter
+from knext.examples.riskmining.schema.riskmining_schema_helper import RiskMining
+
+
+class Cert(BuilderJob):
+    def build(self):
+        source = CsvSourceReader(
+            local_path="./builder/job/data/Cert.csv",
+            columns=["id", "certNum"],
+            start_row=2,
+        )
+
+        mapping = (
+            SPGTypeMapping(spg_type_name=RiskMining.Cert.__typename__)
+            .add_field("certNum", RiskMining.Cert.id)
+            .add_field("certNum", RiskMining.Cert.certNum)
+            .add_field("certNum", RiskMining.Cert.name)
+        )
+
+        sink = KGSinkWriter()
+
+        return source >> mapping >> sink

python/knext/examples/riskmining1/builder/job/data/App.csv

@@ -0,0 +1,201 @@
+id,riskMark,useCert
+com.ucyDA.gNLGD.oQsbzPe.nQd,UNKNOWN,68802adde35845d76eeb172ff8ea6825
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+com.CYUwwpj.ceCCEm.LCtzt.NCrUKX,赌博,33fdf452aa9cd145ba096c364a250ee8
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python/knext/examples/riskmining1/builder/job/data/Company.csv

@@ -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

python/knext/examples/riskmining1/builder/job/data/Company_hasCert_Cert.csv

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python/knext/examples/riskmining1/builder/job/data/Device.csv

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python/knext/examples/riskmining1/builder/job/data/Person.csv

@@ -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

python/knext/examples/riskmining1/builder/job/data/Person_fundTrans_Person.csv

@@ -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

python/knext/examples/riskmining1/builder/job/data/Person_hasCert_Cert.csv

@@ -0,0 +1,2 @@
+src,dst
+0,33fdf452aa9cd145ba096c364a250ee8

python/knext/examples/riskmining1/builder/job/data/Person_hasDevice_Device.csv

@@ -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

python/knext/examples/riskmining1/builder/job/data/Person_holdShare_Company.csv

@@ -0,0 +1,4 @@
+src,dst
+10,0
+10,1
+10,2

python/knext/examples/riskmining1/builder/job/data/TaxOfRiskApp.csv

@@ -0,0 +1,2 @@
+id
+赌博应用

python/knext/examples/riskmining1/builder/job/data/TaxOfRiskUser.csv

@@ -0,0 +1,3 @@
+id
+赌博App开发者
+赌博App老板

python/knext/examples/riskmining1/builder/operator/cert_link_operator.py

@@ -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})]

python/knext/examples/riskmining1/reasoner/gambling_app.dsl

@@ -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

python/knext/examples/riskmining1/schema/concept.rule

@@ -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 {
+            }
+        }
+    ]]

python/knext/examples/riskmining1/schema/riskmining.schema

@@ -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 {
+					    }
+					}
+      			  ]]

python/knext/examples/riskmining1/schema/riskmining_schema_helper.py

@@ -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
+