diff --git a/README.md b/README.md
index 2db0ce5cd2d804f3c43dca25bee22ce1991d7164..203584288f04398c043fbf14ad52825c200d7b73 100644
--- a/README.md
+++ b/README.md
@@ -2,11 +2,13 @@
#### 介绍
uml模型识别、与代码追踪
+UML class diagram and sequence diagram recognition, and trace to source code
#### 软件架构
包括uml类图和顺序图识别、uml类图与代码追踪、uml顺序图与代码追踪。
-1、uml类图和顺序图识别
+1、uml类图和顺序图识别（UML class diagram and sequence diagram recognition）
包括方框识别、直线识别、关系类型符号识别、文字识别、特殊处理
+including the rectangle recognition, relationship line recognition, relationship type symbol recognition, text recognition, etc.
2、uml类图与代码追踪
包括基于启发式模糊匹配的初始追踪建立、基于文档语义的抽象模型元素追踪
3、uml顺序图与代码追踪
@@ -14,14 +16,15 @@ uml模型识别、与代码追踪
#### 安装教程
-1. 安装eclipse
-2. 在eclipse中打开项目
+1. Import this project into the IDE.
+2. Add the jar file to the dependencies.
+3. Run the UMLDiagramRecognizer, the results are saved in the path ".\src\main\resources\cd\" with predefined separators (defined in ClassDiagramRecognizer).
#### 使用说明
-1. 输入模型、文档、代码
-2. 识别
-3. 追踪
+1. The diagram path can be changed
+2. The result file path can be changed
+3. The depended jar file can be installed through Maven
#### 参与贡献
@@ -31,7 +34,7 @@ uml模型识别、与代码追踪
4. 新建 Pull Request
-#### 特技
+#### 特技 (How to use Gitee)
1. 使用 Readme\_XXX.md 来支持不同的语言，例如 Readme\_en.md, Readme\_zh.md
2. Gitee 官方博客 [blog.gitee.com](https://blog.gitee.com)
diff --git a/doc/replication package/experiments/CDTC_VSM-LSI/Apache OODT File Manager/Apache OODT File Manager-VSMLSI.xlsx b/doc/replication package/experiments/CDTC_VSM-LSI/Apache OODT File Manager/Apache OODT File Manager-VSMLSI.xlsx
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diff --git a/doc/replication package/experiments/Improved CountAttract Mapping/systems/Apache OODT File Manager.architecture b/doc/replication package/experiments/Improved CountAttract Mapping/systems/Apache OODT File Manager.architecture
new file mode 100644
index 0000000000000000000000000000000000000000..797cdf220cdeb049b47ab9b5c3232bcbcadd5d27
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@@ -0,0 +1,75 @@
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diff --git a/doc/replication package/experiments/NBAttract/results/Apache OODT File Manager.png b/doc/replication package/experiments/NBAttract/results/Apache OODT File Manager.png
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--- /dev/null
+++ b/doc/replication package/experiments/NBAttract/results/results.txt
@@ -0,0 +1,3 @@
+Apache OODT File Manager: Recall 65.38%, Precision 67.95%
+Hadoop HDFS: Recall 81.03%, Precision 87.93%
+Hadoop MapReduce: Recall 74.73%, Precision 76.92%
\ No newline at end of file
diff --git a/doc/replication package/experiments/NBAttract/systems/Apache OODT File Manager/OODT File Manager.sysmdl b/doc/replication package/experiments/NBAttract/systems/Apache OODT File Manager/OODT File Manager.sysmdl
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--- /dev/null
+++ b/doc/replication package/experiments/NBAttract/systems/Apache OODT File Manager/OODT File Manager.sysmdl
@@ -0,0 +1,40 @@
+# name
+OODT File Manager
+
+# jar
+cas-filemgr-1.9.1.jar
+
+# root-packages
+org/apache/oodt
+
+# modules
+versioner
+metadata
+product
+#prom.packages
+#log
+#apacheutils
+
+# mapping
+#
+versioner org\.apache\.oodt\.cas\.filemgr\.versioning\.*
+metadata org\.apache\.oodt\.cas\.filemgr\.metadata\.*
+product org\.apache\.oodt\.cas\.filemgr\.structs\.*
+
+# relations
+#
+versioner versioner
+metadata metadata
+product metadata
+product versioner
+#prom.packages prom.framework
+#prom.packages prom.domain.plugins
+#prom.packages prom.domain.contexts
+#prom.packages prom.domain.models
+
+# initial mapping
+versioner org.apache.oodt.cas.filemgr.versioning.Versioner
+metadata org.apache.oodt.cas.filemgr.metadata.CoreMetKeys
+product org.apache.oodt.cas.filemgr.structs.Product
+#prom.packages org.processmining.framework.impl.AbstractPluginContext
+
diff --git a/doc/replication package/experiments/NBAttract/systems/Apache OODT File Manager/cas-filemgr-1.9.1.jar b/doc/replication package/experiments/NBAttract/systems/Apache OODT File Manager/cas-filemgr-1.9.1.jar
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index 0000000000000000000000000000000000000000..452c53327cd198bea555b3328bb92636043abe69
--- /dev/null
+++ b/doc/replication package/experiments/NBAttract/systems/Hadoop HDFS/HDFS.sysmdl
@@ -0,0 +1,46 @@
+# name
+HDFS
+
+# jar
+hadoop-hdfs-2.10.2.jar
+
+# root-packages
+org/apache/hadoop
+
+# modules
+namenode
+datanode
+protocol
+client
+balancer
+#prom.packages
+#log
+#apacheutils
+
+# mapping
+#
+namenode org\.apache\.hadoop\.hdfs\.server\.namenode\.*
+datanode org\.apache\.hadoop\.hdfs\.server\.datanode\.*
+protocol org\.apache\.hadoop\.hdfs\.protocol\.*
+client org\.apache\.hadoop\.hdfs\.*
+balancer org\.apache\.hadoop\.hdfs\.server\.balancer\.*
+
+# relations
+#
+client namenode
+client datanode
+protocol protocol
+balancer balancer
+#prom.packages prom.framework
+#prom.packages prom.domain.plugins
+#prom.packages prom.domain.contexts
+#prom.packages prom.domain.models
+
+# initial mapping
+namenode org.apache.hadoop.hdfs.server.namenode.NameNode
+datanode org.apache.hadoop.hdfs.server.datanode.DataNode
+protocol org.apache.hadoop.hdfs.protocol.ClientProtocol
+client org.apache.hadoop.hdfs.DFSClient
+balancer org.apache.hadoop.hdfs.server.balancer.Balancer
+#prom.packages org.processmining.framework.impl.AbstractPluginContext
+
diff --git a/doc/replication package/experiments/NBAttract/systems/Hadoop HDFS/hadoop-hdfs-2.10.2.jar b/doc/replication package/experiments/NBAttract/systems/Hadoop HDFS/hadoop-hdfs-2.10.2.jar
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--- /dev/null
+++ b/doc/replication package/experiments/NBAttract/systems/Hadoop MapReduce/MapReduce.sysmdl
@@ -0,0 +1,46 @@
+# name
+MapReduce
+
+# jar
+hadoop-mapreduce-client-core-2.10.2.jar
+
+# root-packages
+org/apache/hadoop
+
+# modules
+input
+map
+partition
+reduce
+output
+#prom.packages
+#log
+#apacheutils
+
+# mapping
+#
+input org\.apache\.hadoop\.mapreduce\.lib\.input\.*
+map org\.apache\.hadoop\.mapreduce\.lib\.map\.*
+partition org\.apache\.hadoop\.mapreduce\.lib\.partition\.*
+reduce org\.apache\.hadoop\.mapreduce\.lib\.reduce\.*
+output org\.apache\.hadoop\.mapreduce\.lib\.output\.*
+
+# relations
+#
+input map
+map partition
+partition reduce
+reduce output
+#prom.packages prom.framework
+#prom.packages prom.domain.plugins
+#prom.packages prom.domain.contexts
+#prom.packages prom.domain.models
+
+# initial mapping
+input org.apache.hadoop.mapreduce.InputFormat
+map org.apache.hadoop.mapreduce.Mapper
+partition org.apache.hadoop.mapreduce.Partitioner
+reduce org.apache.hadoop.mapreduce.Reducer
+output org.apache.hadoop.mapreduce.OutputFormat
+#prom.packages org.processmining.framework.impl.AbstractPluginContext
+
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diff --git "a/doc/replication package/online documentation collection and manual trace link establishment/jetty/\345\210\235\346\255\245\346\230\240\345\260\204.txt" "b/doc/replication package/online documentation collection and manual trace link establishment/jetty/\345\210\235\346\255\245\346\230\240\345\260\204.txt"
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+++ "b/doc/replication package/online documentation collection and manual trace link establishment/jetty/\345\210\235\346\255\245\346\230\240\345\260\204.txt"
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+AbstractHandler（映射为D:\eclipse-committers\jetty.project-jetty-9.4.41.v20210516\jetty-server\src\main\java\org\eclipse\jetty\server\handler\jmx\AbstractHandlerMBean.java）依赖了Handler（映射为D:\eclipse-committers\jetty.project-jetty-9.4.41.v20210516\jetty-server\src\main\java\org\eclipse\jetty\server\handler\AbstractHandlerContainer.java）
+AbstractHandler（映射为D:\eclipse-committers\jetty.project-jetty-9.4.41.v20210516\jetty-server\src\main\java\org\eclipse\jetty\server\handler\jmx\AbstractHandlerMBean.java）依赖了Handler（映射为D:\eclipse-committers\jetty.project-jetty-9.4.41.v20210516\jetty-server\src\main\java\org\eclipse\jetty\server\handler\ContextHandler.java）
+AbstractHandler（映射为D:\eclipse-committers\jetty.project-jetty-9.4.41.v20210516\jetty-server\src\main\java\org\eclipse\jetty\server\handler\AbstractHandler.java）实现了Handler（映射为D:\eclipse-committers\jetty.project-jetty-9.4.41.v20210516\jetty-server\src\main\java\org\eclipse\jetty\server\Handler.java）
+AbstractHandler（映射为D:\eclipse-committers\jetty.project-jetty-9.4.41.v20210516\jetty-server\src\main\java\org\eclipse\jetty\server\handler\AbstractHandler.java）依赖了Handler（映射为D:\eclipse-committers\jetty.project-jetty-9.4.41.v20210516\jetty-server\src\main\java\org\eclipse\jetty\server\Handler.java）
+==============================
+AbstractConnector（映射为D:\eclipse-committers\jetty.project-jetty-9.4.41.v20210516\jetty-server\src\main\java\org\eclipse\jetty\server\AbstractConnector.java）实现了Connector（映射为D:\eclipse-committers\jetty.project-jetty-9.4.41.v20210516\jetty-server\src\main\java\org\eclipse\jetty\server\Connector.java）
+AbstractConnector（映射为D:\eclipse-committers\jetty.project-jetty-9.4.41.v20210516\jetty-server\src\main\java\org\eclipse\jetty\server\jmx\AbstractConnectorMBean.java）依赖了Connector（映射为D:\eclipse-committers\jetty.project-jetty-9.4.41.v20210516\jetty-server\src\main\java\org\eclipse\jetty\server\AbstractConnector.java）
diff --git "a/doc/replication package/online documentation collection and manual trace link establishment/jetty/\345\233\276/basic-architecture-handlers.png" "b/doc/replication package/online documentation collection and manual trace link establishment/jetty/\345\233\276/basic-architecture-handlers.png"
new file mode 100644
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diff --git "a/doc/replication package/online documentation collection and manual trace link establishment/jetty/\345\233\276/basic-architecture-nested-handlers.png" "b/doc/replication package/online documentation collection and manual trace link establishment/jetty/\345\233\276/basic-architecture-nested-handlers.png"
new file mode 100644
index 0000000000000000000000000000000000000000..877400141d59661e0c7683378cda1f81cdd0f4f8
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diff --git "a/doc/replication package/online documentation collection and manual trace link establishment/jetty/\345\233\276/basic-architecture-patterns.png" "b/doc/replication package/online documentation collection and manual trace link establishment/jetty/\345\233\276/basic-architecture-patterns.png"
new file mode 100644
index 0000000000000000000000000000000000000000..777eed91c15ffbd9e3931055f27fabb1cb83aee8
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diff --git "a/doc/replication package/online documentation collection and manual trace link establishment/jetty/\345\233\276/basic-architecture-servlet-handler.png" "b/doc/replication package/online documentation collection and manual trace link establishment/jetty/\345\233\276/basic-architecture-servlet-handler.png"
new file mode 100644
index 0000000000000000000000000000000000000000..d8f2ea8e3cf91450a3dbe4d92623fe51def33ff3
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diff --git "a/doc/replication package/online documentation collection and manual trace link establishment/jetty/\345\233\276/basic-architecture-web-application.png" "b/doc/replication package/online documentation collection and manual trace link establishment/jetty/\345\233\276/basic-architecture-web-application.png"
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index 0000000000000000000000000000000000000000..e5232a20d8e83cb473379e08b3396caf271ca8a0
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diff --git "a/doc/replication package/online documentation collection and manual trace link establishment/jetty/\345\233\276/jetty-high-level-architecture.png" "b/doc/replication package/online documentation collection and manual trace link establishment/jetty/\345\233\276/jetty-high-level-architecture.png"
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diff --git "a/doc/replication package/online documentation collection and manual trace link establishment/jetty/\346\226\207\346\241\243.zip" "b/doc/replication package/online documentation collection and manual trace link establishment/jetty/\346\226\207\346\241\243.zip"
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diff --git "a/doc/replication package/online documentation collection and manual trace link establishment/\346\226\207\346\241\243\347\255\233\351\200\211\350\256\260\345\275\225.xlsx" "b/doc/replication package/online documentation collection and manual trace link establishment/\346\226\207\346\241\243\347\255\233\351\200\211\350\256\260\345\275\225.xlsx"
new file mode 100644
index 0000000000000000000000000000000000000000..30e27d45721b7d5022ff4301f10fbc71e323ef9f
Binary files /dev/null and "b/doc/replication package/online documentation collection and manual trace link establishment/\346\226\207\346\241\243\347\255\233\351\200\211\350\256\260\345\275\225.xlsx" differ
diff --git a/src/main/java/com/hy/java/uct/cdtocode/CDToCodeTracer.java b/src/main/java/com/hy/java/uct/cdtocode/CDToCodeTracer.java
index 100989ac767a20fccc1fe2ce9fb410e5b494d543..88268c84ba044c570d4d72ea3b6acb40d6477fef 100644
--- a/src/main/java/com/hy/java/uct/cdtocode/CDToCodeTracer.java
+++ b/src/main/java/com/hy/java/uct/cdtocode/CDToCodeTracer.java
@@ -48,11 +48,11 @@ public class CDToCodeTracer {
/*
* Hadoop HDFS
*/
- Map classes_in_CD = CDReader.read(cd_dir + "cd-Hadoop HDFS.txt");
+ // Map classes_in_CD = CDReader.read(cd_dir + "cd-Hadoop HDFS.txt");
/*
* Hadoop MapReduce
*/
- // Map classes_in_CD = CDReader.read(cd_dir + "cd-Hadoop MapReduce.txt");
+ Map classes_in_CD = CDReader.read(cd_dir + "cd-Hadoop MapReduce.txt");
// 检查结果，可注释掉
// CDReader.check(classes_in_CD);
/*
@@ -77,32 +77,35 @@ public class CDToCodeTracer {
/*
* Hadoop HDFS
*/
- doc_dir_ls.add(doc_dir + "Hadoop HDFS\\Hadoop architectural overview.txt");
- doc_dir_ls.add(doc_dir + "Hadoop HDFS\\Hadoop clusters with Kove® XPD™ persistent memory.txt");
- doc_dir_ls.add(doc_dir + "Hadoop HDFS\\HADOOP DISTRIBUTED FILE SYSTEM (HDFS) ARCHITECTURAL DOCUMENTATION - MODULE VIEW.txt");
- doc_dir_ls.add(doc_dir + "Hadoop HDFS\\Hadoop Distributed File System (HDFS) Architecture – A Guide to HDFS for Every Data Engineer.txt");
- doc_dir_ls.add(doc_dir + "Hadoop HDFS\\HADOOP ECOSYSTEM.txt");
- doc_dir_ls.add(doc_dir + "Hadoop HDFS\\Hadoop HDFS Architecture Explanation and Assumptions.txt");
- doc_dir_ls.add(doc_dir + "Hadoop HDFS\\HDFS Architecture Guide.txt");
- doc_dir_ls.add(doc_dir + "Hadoop HDFS\\HDFS Architecture.txt");
- doc_dir_ls.add(doc_dir + "Hadoop HDFS\\HDFS.txt");
- doc_dir_ls.add(doc_dir + "Hadoop HDFS\\Key Design of HDFS Architecture.txt");
- doc_dir_ls.add(doc_dir + "Hadoop HDFS\\The Hadoop Distributed File System Architecture and Design.txt");
- doc_dir_ls.add(doc_dir + "Hadoop HDFS\\Towards A Scalable HDFS Architecture.txt");
/*
- * Hadoop MapReduce
+ * doc_dir_ls.add(doc_dir + "Hadoop HDFS\\Hadoop architectural overview.txt"); doc_dir_ls.add(doc_dir + "Hadoop HDFS\\Hadoop clusters with Kove® XPD™ persistent memory.txt"); doc_dir_ls.add(doc_dir +
+ * "Hadoop HDFS\\HADOOP DISTRIBUTED FILE SYSTEM (HDFS) ARCHITECTURAL DOCUMENTATION - MODULE VIEW.txt"); doc_dir_ls.add(doc_dir +
+ * "Hadoop HDFS\\Hadoop Distributed File System (HDFS) Architecture – A Guide to HDFS for Every Data Engineer.txt"); doc_dir_ls.add(doc_dir + "Hadoop HDFS\\HADOOP ECOSYSTEM.txt");
+ * doc_dir_ls.add(doc_dir + "Hadoop HDFS\\Hadoop HDFS Architecture Explanation and Assumptions.txt"); doc_dir_ls.add(doc_dir + "Hadoop HDFS\\HDFS Architecture Guide.txt"); doc_dir_ls.add(doc_dir +
+ * "Hadoop HDFS\\HDFS Architecture.txt"); doc_dir_ls.add(doc_dir + "Hadoop HDFS\\HDFS.txt"); doc_dir_ls.add(doc_dir + "Hadoop HDFS\\Key Design of HDFS Architecture.txt"); doc_dir_ls.add(doc_dir +
+ * "Hadoop HDFS\\The Hadoop Distributed File System Architecture and Design.txt"); doc_dir_ls.add(doc_dir + "Hadoop HDFS\\Towards A Scalable HDFS Architecture.txt");
*/
/*
- * doc_dir_ls.add(doc_dir + "Hadoop MapReduce\\A BIG DATA PROCESSING FRAMEWORK BASED ON MAPREDUCE WITH APPLICATION TO INTERNET OF THINGS.txt"); doc_dir_ls.add(doc_dir +
- * "Hadoop MapReduce\\Apache Hadoop Architecture – HDFS, YARN & MapReduce.txt"); doc_dir_ls.add(doc_dir + "Hadoop MapReduce\\Big Data Analysis Challenges and Solutions.txt"); doc_dir_ls.add(doc_dir +
- * "Hadoop MapReduce\\Big Data Management on Wireless Sensor Networks.txt"); doc_dir_ls.add(doc_dir + "Hadoop MapReduce\\Hadoop - MapReduce.txt"); doc_dir_ls.add(doc_dir +
- * "Hadoop MapReduce\\Hadoop Architecture in Detail – HDFS, Yarn & MapReduce.txt"); doc_dir_ls.add(doc_dir + "Hadoop MapReduce\\Hadoop MapReduce- Java-based Processing Framework for Big Data.txt");
- * doc_dir_ls.add(doc_dir + "Hadoop MapReduce\\MapReduce – Components.txt"); doc_dir_ls.add(doc_dir + "Hadoop MapReduce\\MapReduce Architecture1.txt"); doc_dir_ls.add(doc_dir +
- * "Hadoop MapReduce\\MapReduce Architecture2.txt"); doc_dir_ls.add(doc_dir + "Hadoop MapReduce\\MapReduce Architecture3.txt"); doc_dir_ls.add(doc_dir + "Hadoop MapReduce\\MapReduce Tutorial.txt");
- * doc_dir_ls.add(doc_dir + "Hadoop MapReduce\\MapReduce Working and Components.txt"); doc_dir_ls.add(doc_dir + "Hadoop MapReduce\\MapReduce.txt"); doc_dir_ls.add(doc_dir +
- * "Hadoop MapReduce\\mapreduce_hadoop2.txt"); doc_dir_ls.add(doc_dir + "Hadoop MapReduce\\Understanding MapReduce in Hadoop.txt"); doc_dir_ls.add(doc_dir +
- * "Hadoop MapReduce\\What are the components of MapReduce.txt"); doc_dir_ls.add(doc_dir + "Hadoop MapReduce\\What Is MapReduce Architecture An Important Overview For 2021.txt");
+ * Hadoop MapReduce
*/
+ doc_dir_ls.add(doc_dir + "Hadoop MapReduce\\A BIG DATA PROCESSING FRAMEWORK BASED ON MAPREDUCE WITH APPLICATION TO INTERNET OF THINGS.txt");
+ doc_dir_ls.add(doc_dir + "Hadoop MapReduce\\Apache Hadoop Architecture – HDFS, YARN & MapReduce.txt");
+ doc_dir_ls.add(doc_dir + "Hadoop MapReduce\\Big Data Analysis Challenges and Solutions.txt");
+ doc_dir_ls.add(doc_dir + "Hadoop MapReduce\\Big Data Management on Wireless Sensor Networks.txt");
+ doc_dir_ls.add(doc_dir + "Hadoop MapReduce\\Hadoop - MapReduce.txt");
+ doc_dir_ls.add(doc_dir + "Hadoop MapReduce\\Hadoop Architecture in Detail – HDFS, Yarn & MapReduce.txt");
+ doc_dir_ls.add(doc_dir + "Hadoop MapReduce\\Hadoop MapReduce- Java-based Processing Framework for Big Data.txt");
+ doc_dir_ls.add(doc_dir + "Hadoop MapReduce\\MapReduce – Components.txt");
+ doc_dir_ls.add(doc_dir + "Hadoop MapReduce\\MapReduce Architecture1.txt");
+ doc_dir_ls.add(doc_dir + "Hadoop MapReduce\\MapReduce Architecture2.txt");
+ doc_dir_ls.add(doc_dir + "Hadoop MapReduce\\MapReduce Architecture3.txt");
+ doc_dir_ls.add(doc_dir + "Hadoop MapReduce\\MapReduce Tutorial.txt");
+ doc_dir_ls.add(doc_dir + "Hadoop MapReduce\\MapReduce Working and Components.txt");
+ doc_dir_ls.add(doc_dir + "Hadoop MapReduce\\MapReduce.txt");
+ doc_dir_ls.add(doc_dir + "Hadoop MapReduce\\mapreduce_hadoop2.txt");
+ doc_dir_ls.add(doc_dir + "Hadoop MapReduce\\Understanding MapReduce in Hadoop.txt");
+ doc_dir_ls.add(doc_dir + "Hadoop MapReduce\\What are the components of MapReduce.txt");
+ doc_dir_ls.add(doc_dir + "Hadoop MapReduce\\What Is MapReduce Architecture An Important Overview For 2021.txt");
// 实际使用的Map，保存每份文档地址及其内容
Map> dir_sentences_map = DocReader.readDocs(doc_dir_ls);
/*
@@ -112,8 +115,8 @@ public class CDToCodeTracer {
*/
// 记得改这里的路径
// Map classFullName_javaFileDir_map = CodeReader.read(code_dir + "code path-fm");
- Map classFullName_javaFileDir_map = CodeReader.read(code_dir + "code path-hdfs");
- // Map classFullName_javaFileDir_map = CodeReader.read(code_dir + "code path-mr");
+ // Map classFullName_javaFileDir_map = CodeReader.read(code_dir + "code path-hdfs");
+ Map classFullName_javaFileDir_map = CodeReader.read(code_dir + "code path-mr");
// 检查结果，可注释掉
// CodeReader.check(classFullName_javaFileDir_map);
// 针对每个图中的类名，如果代码中有相似的包名，则将包下所有相似的类（字符串包含至少一个关键词即可）都重点标记。此脚本为一次性，使用后删除即可
@@ -143,15 +146,15 @@ public class CDToCodeTracer {
/*
* Apache OODT File Manager
*/
- // CodeRelationMapper.save(mapped_classes, res_dir + "Apache OODT File Manager-noadd.xls");
+ // CodeRelationMapper.save(mapped_classes, res_dir + "Apache OODT File Manager-NBAttract.xls");
/*
* Hadoop HDFS
*/
- CodeRelationMapper.save(mapped_classes, res_dir + "Hadoop HDFS-noadd.xls");
+ // CodeRelationMapper.save(mapped_classes, res_dir + "Hadoop HDFS-NBAttract.xls");
/*
* Hadoop MapReduce
*/
- // CodeRelationMapper.save(mapped_classes, res_dir + "Hadoop MapReduce-noadd.xls");
+ CodeRelationMapper.save(mapped_classes, res_dir + "Hadoop MapReduce-NBAttract.xls");
// 检查结果，可注释掉
// CodeRelationMapper.check(res_dir + "Apache OODT File Manager.xls");
}
diff --git a/src/main/java/com/hy/java/uct/umlrecog/ClassDiagramRecognizer.java b/src/main/java/com/hy/java/uct/umlrecog/ClassDiagramRecognizer.java
index 9ab813e5d6e6037315ababa01d89189812ed32c9..e760ee48523b4951b0b633d0a68db52503e62f03 100644
--- a/src/main/java/com/hy/java/uct/umlrecog/ClassDiagramRecognizer.java
+++ b/src/main/java/com/hy/java/uct/umlrecog/ClassDiagramRecognizer.java
@@ -17,23 +17,39 @@ import com.hy.java.utility.common.Pair;
import com.hy.java.utility.common.Traverser;
import com.hy.java.utility.common.Traverser.FileNode;
+/**
+ * The ClassDiagramRecognizer can recognize a class diagram, and save the results in predefined separators
+ *
+ * First, it traverses the files under cd_dir, and find the image with the name repo_name.
+ *
+ * Second, it recognizes the classes and texts in the image by calling ClassDetector.recog().
+ *
+ * Third, it recognizes the relationships and the type symbols by calling ClassRelationDetector.recog().
+ *
+ * Then, it saves the results into a TEXT file. "#" means a class; "@" means the texts within a class (attributes, methods, etc.); "￥" and "%" means a relationship.
+ */
public class ClassDiagramRecognizer {
private static String temp_res_path = null;
public static void recog(String cd_dir, String repo_name) {
// 遍历cd_dir下的文件，寻找repo_name对应的图片，存在repo_cd_path中
+ // traverses the files under cd_dir, and find the image with the name repo_name
String repo_cd_path = findCD(cd_dir, repo_name);
if (repo_cd_path != null) {
// 导入OpenCV库，开始识别
System.loadLibrary(Core.NATIVE_LIBRARY_NAME);
/*
* 识别类图中的类
+ *
+ * recognizes the classes and texts in the image
*/
ClassDetector cls_detector = new ClassDetector(repo_cd_path);
cls_detector.recog();
Pair> classes = cls_detector.getResult();
/*
* 识别类图中的关系
+ *
+ * recognizes the relationships and the type symbols
*/
ClassRelationDetector cls_relation_detector = new ClassRelationDetector(repo_cd_path, classes);
cls_relation_detector.recog();
@@ -42,6 +58,8 @@ public class ClassDiagramRecognizer {
* 目前classes_with_relations中包含所有类。每个类包含这些信息：类名、属性、方法；关系（分为in和out）
*
* 将所有类整合为一个txt，以每个类为划分，包含每个类的信息
+ *
+ * saves the results into a TEXT file.
*/
// 图包路径+项目名称+.txt
FileEditor fe = new FileEditor(cd_dir + repo_name.replaceAll("/", "_") + ".txt");
@@ -55,6 +73,8 @@ public class ClassDiagramRecognizer {
* 每条关系之间用￥分隔。
*
* 每条关系内容：“%”分隔源、目标、类型
+ *
+ * "#" means a class; "@" means the texts within a class (attributes, methods, etc.); "￥" and "%" means a relationship.
*/
fe.write("(" + UML_class.whole.x + "," + UML_class.whole.y + ")", true);
fe.write(UML_class.getTitle() + "@", true);
diff --git a/src/main/java/com/hy/java/uct/umlrecog/UMLDiagramRecognizer.java b/src/main/java/com/hy/java/uct/umlrecog/UMLDiagramRecognizer.java
index 31b922862821403bfac7ba2de0ea0274f0a85699..d36caceb69ed01b460886044820ebe06343c8775 100644
--- a/src/main/java/com/hy/java/uct/umlrecog/UMLDiagramRecognizer.java
+++ b/src/main/java/com/hy/java/uct/umlrecog/UMLDiagramRecognizer.java
@@ -3,6 +3,8 @@ package com.hy.java.uct.umlrecog;
public class UMLDiagramRecognizer {
/**
* 将要识别的类图放在cd_dir目录下
+ *
+ * put the diagrams under cd_dir
*/
private static final String cd_dir = System.getProperty("user.dir") + "\\src\\main\\resources\\cd\\";
@@ -18,6 +20,8 @@ public class UMLDiagramRecognizer {
/**
* 识别目录下指定的类图并将结果存为文件
*
+ * recognize the diagrams and save the results
+ *
* @param check
*/
public static void recogCD(String cd_dir, String repo_name, boolean to_check) {
@@ -45,6 +49,8 @@ public class UMLDiagramRecognizer {
* 测试一下识别特定的类图和顺序图
*
* 是否没有
+ *
+ * the diagram path can be changed in order to recognize it
*/
public static void main(String[] args) {
// 类图实验
diff --git a/src/main/java/com/hy/java/uct/umlrecog/cddetector/BizaareSituations.java b/src/main/java/com/hy/java/uct/umlrecog/cddetector/BizarreSituations.java
similarity index 83%
rename from src/main/java/com/hy/java/uct/umlrecog/cddetector/BizaareSituations.java
rename to src/main/java/com/hy/java/uct/umlrecog/cddetector/BizarreSituations.java
index 87a83a1bc845d0ecdd9b5fa2fb6796b5d2be20ac..a1a4682a97cc333d3663dfdc0132118b7d086bff 100644
--- a/src/main/java/com/hy/java/uct/umlrecog/cddetector/BizaareSituations.java
+++ b/src/main/java/com/hy/java/uct/umlrecog/cddetector/BizarreSituations.java
@@ -1,6 +1,9 @@
package com.hy.java.uct.umlrecog.cddetector;
-public class BizaareSituations {
+/**
+ * These are the bizarre situations within an image. They are processed through adjusting the corresponding thresholds
+ */
+public class BizarreSituations {
public static double rect_containing_tri_to_be_ext = 0.7;
public static double rect_not_containing_tri_still_to_be_ext = 0.5;
public static double rect_containing_bizaare_to_be_aggr = 0.3;
diff --git a/src/main/java/com/hy/java/uct/umlrecog/cddetector/ClassRelationDetector.java b/src/main/java/com/hy/java/uct/umlrecog/cddetector/ClassRelationDetector.java
index a635e62418f5161014234987d1163e6b8d028630..b6585ccba54a9e98ad782f536f29846adfeae2a7 100644
--- a/src/main/java/com/hy/java/uct/umlrecog/cddetector/ClassRelationDetector.java
+++ b/src/main/java/com/hy/java/uct/umlrecog/cddetector/ClassRelationDetector.java
@@ -590,7 +590,7 @@ public class ClassRelationDetector {
// the double-approximation, to get the shape of the relationship type symbol. The first approximation stretches the shape; the second approximation is more delicate
Imgproc.approxPolyDP(origin_curve, origin_approx_curve, 0.05 * Imgproc.arcLength(origin_curve, false), true);
Imgproc.approxPolyDP(origin_approx_curve, origin_approx_curve, 0.01 * Imgproc.arcLength(origin_approx_curve, true), true);
- double threshold = BizaareSituations.getThreshold(1, 1, 0, 1, 1, 1, 0);
+ double threshold = BizarreSituations.getThreshold(1, 1, 0, 1, 1, 1, 0);
// double threshold = BizaareSituations.getThreshold(1, 1, 0, 1, 1, 0, 0);
// double threshold = BizaareSituations.getThreshold(0.2, 0.3, 0.5, 0.55, 0.6, 0.1, 0.03);
// 如果逼近得到三角形，则基本就是继承了，再检查一下位置即可（其实检不检查作用不大）
@@ -627,20 +627,20 @@ public class ClassRelationDetector {
if (rect_possible_containing_ext.contains(temp_pt0) || rect_possible_containing_ext.contains(temp_pt1) || rect_possible_containing_ext.contains(temp_pt2)) {
// 看图是否异常
// some unexpected situations may influence the recognition
- if (threshold <= BizaareSituations.rect_containing_tri_to_be_ext) {
+ if (threshold <= BizarreSituations.rect_containing_tri_to_be_ext) {
type = "继承";
} else {
type = "依赖";
}
} else {
- if (threshold <= BizaareSituations.rect_not_containing_tri_still_to_be_ext) {
+ if (threshold <= BizarreSituations.rect_not_containing_tri_still_to_be_ext) {
type = "继承";
} else {
type = "依赖";
}
}
} else {
- if (threshold <= BizaareSituations.rect_containing_bizaare_to_be_aggr) {
+ if (threshold <= BizarreSituations.rect_containing_bizaare_to_be_aggr) {
type = "聚合";
} else {
type = "依赖";
diff --git a/src/main/java/com/hy/java/uct/umlrecog/util/ImgProcessor.java b/src/main/java/com/hy/java/uct/umlrecog/util/ImgProcessor.java
index 6b26c6a08566cf5831bfcce8bb88be55420ce529..9e3f47cc98b674a9ea33cc60dd96d716774e1c51 100644
--- a/src/main/java/com/hy/java/uct/umlrecog/util/ImgProcessor.java
+++ b/src/main/java/com/hy/java/uct/umlrecog/util/ImgProcessor.java
@@ -7,6 +7,8 @@ import org.opencv.core.Rect;
public class ImgProcessor {
/**
* 图片裁剪。裁剪src中的矩形区域
+ *
+ * Cut an area within an image
*/
public static Mat cutImage(Mat src, Rect rect) {
Mat result = new Mat();
@@ -24,6 +26,8 @@ public class ImgProcessor {
/**
* 基于line的端点pt的坐标，延着line向着该端点的方向延伸，延伸长度为l。若reverse为真，则反向延伸
*
+ * extend a line's endpoint by 1. If reverse is true, instead shrink the line
+ *
* @return 延伸后的一个Point
*/
public static Point reachPt(Point pt, Line line, double l, boolean reverse) {
@@ -34,6 +38,7 @@ public class ImgProcessor {
flag = -1.0;
}
// 如果折线端点所在线段的斜率是无穷大，则只延长坐标y即可
+ // if the k is infinite, then extend the y coordinate
if (k_str == "无穷大") {
// 根据坐标y的方向进行延长
if (line.otherPt(pt).y - pt.y <= 0) {
diff --git a/src/main/java/com/hy/java/uct/umlrecog/util/Line.java b/src/main/java/com/hy/java/uct/umlrecog/util/Line.java
index 17d5b9387543214c9e4aabd9f453d156f21b9a2b..83324407ea8e18bc4969da216404fcdd245a1b5a 100644
--- a/src/main/java/com/hy/java/uct/umlrecog/util/Line.java
+++ b/src/main/java/com/hy/java/uct/umlrecog/util/Line.java
@@ -36,11 +36,15 @@ public class Line {
* 判断一条直线是否与另一条直线重合。如果重合，则记录另一条直线为near_line；如果某一端点与另一条直线重合，则同时记录该端点和另一条直线的端点为near_points
*
* 只在处理“原始直线”集时使用，即去除冗余或合并时使用。之后不再使用
+ *
+ * check if a line is overlapped with another line
*/
public boolean isCoincideWith(Line line) {
boolean result = false;
/*
* 判断该直线端点是否与另一条直线重合。即“是否与另一条直线的某一端点接近”
+ *
+ * check if the endpoints are close to each other
*/
Pair if_pt1_near_line = Line.ptNearLine(pt1, line);
Pair if_pt2_near_line = Line.ptNearLine(pt2, line);
@@ -50,6 +54,7 @@ public class Line {
line.init_merge_with = this;
}
// 如果该直线某一个端点与另一条直线重合，且两条直线斜率接近，则也认为两条直线重合
+ // check the ks
else if (if_pt1_near_line.getLeft() || if_pt2_near_line.getLeft()) {
// 既然有点重合，则可先检查斜率
result = Line.Knear(this, line);
@@ -73,6 +78,8 @@ public class Line {
* 判断某一点是否与另一条直线重合。即“是否与另一条直线的某一端点接近”、“是否在另一条直线内”。记录接近的直线端点
*
* 在识别直线、去除冗余时使用，其他时候不要用
+ *
+ * check if a point is overlapped with another line
*/
public static Pair ptNearLine(Point pt, Line line) {
Pair result = new Pair<>(false, null);
@@ -103,6 +110,8 @@ public class Line {
/**
* 判断两点是否接近。如果要判断的是两个端点，则check_in_line==false；如果要判断的p1在line中、且p2是line的端点，则check_in_line==true，且threshold=line.length()/2
*
+ * check if two points are close to each other
+ *
* @param p1
* @param p2
* @param check_in_line
@@ -133,6 +142,8 @@ public class Line {
/**
* 判断点是否在直线内。计算点到直线距离，与阈值比较。如果是关系线与元素对比，则阈值可以大一点
*
+ * check if a point is just within a line
+ *
* @param pt 点
* @param line 直线
*/
@@ -150,6 +161,8 @@ public class Line {
/**
* 判断两条直线斜率是否接近
+ *
+ * check if two lines have the similar ks
*/
public static boolean Knear(Line l1, Line l2) {
boolean result = false;
@@ -170,6 +183,7 @@ public class Line {
* 获得直线斜率
*/
public static String getK(Line line) {
+ // infinite k
if (Math.abs(line.pt1.x - line.pt2.x) <= 5) {
return "无穷大";
} else {
diff --git a/src/main/java/com/hy/java/uct/umlrecog/util/Rectangle.java b/src/main/java/com/hy/java/uct/umlrecog/util/Rectangle.java
index ee787b34b321e9c1c4ce9f7ff69a58ab2df935e5..5a02da3d461169da68fa8c02d5f3f860d53c94bc 100644
--- a/src/main/java/com/hy/java/uct/umlrecog/util/Rectangle.java
+++ b/src/main/java/com/hy/java/uct/umlrecog/util/Rectangle.java
@@ -9,6 +9,9 @@ import org.opencv.core.MatOfPoint2f;
import org.opencv.core.Point;
import org.opencv.core.Rect;
+/**
+ * The raw rectangles
+ */
public class Rectangle extends Rect {
private Mat mat;
private MatOfPoint contour;
diff --git a/src/main/java/com/hy/java/uct/util/cd/ImgRelation.java b/src/main/java/com/hy/java/uct/util/cd/ImgRelation.java
index 544870a9320adfc3075efdb58d9e9723eeff369d..82d183c09b0b8dcdfafae26c10d8e9f99bfc0bb1 100644
--- a/src/main/java/com/hy/java/uct/util/cd/ImgRelation.java
+++ b/src/main/java/com/hy/java/uct/util/cd/ImgRelation.java
@@ -2,6 +2,9 @@ package com.hy.java.uct.util.cd;
import com.hy.java.uct.umlrecog.util.PolygonalLine;
+/**
+ * Relationship
+ */
public class ImgRelation {
public PolygonalLine poly_line;
public UMLClass source;
diff --git a/src/main/java/com/hy/java/uct/util/cd/UMLClass.java b/src/main/java/com/hy/java/uct/util/cd/UMLClass.java
index 398456c820c7c2495137e182e93424068eab8a24..966884c1e0caf79cf307664f0e932189ece55f2d 100644
--- a/src/main/java/com/hy/java/uct/util/cd/UMLClass.java
+++ b/src/main/java/com/hy/java/uct/util/cd/UMLClass.java
@@ -9,6 +9,9 @@ import com.hy.java.uct.cdtocode.util.Entity;
import com.hy.java.uct.cdtocode.util.MappedFile;
import com.hy.java.uct.umlrecog.util.Rectangle;
+/**
+ * An object representing the UML class, with its graphical information and semantic information
+ */
public class UMLClass {
/**
* 初始检测时用。后续不再使用
diff --git a/src/main/resources/cdtocode/Apache OODT File Manager-NBAttract.xls b/src/main/resources/cdtocode/Apache OODT File Manager-NBAttract.xls
new file mode 100644
index 0000000000000000000000000000000000000000..005b2580e559b1dae36f590740eb27ccb087e881
Binary files /dev/null and b/src/main/resources/cdtocode/Apache OODT File Manager-NBAttract.xls differ
diff --git a/src/main/resources/cdtocode/Hadoop HDFS-NBAttract.xls b/src/main/resources/cdtocode/Hadoop HDFS-NBAttract.xls
new file mode 100644
index 0000000000000000000000000000000000000000..7ce8e6e4a349109e53523dc9f45013c0c87aabfc
Binary files /dev/null and b/src/main/resources/cdtocode/Hadoop HDFS-NBAttract.xls differ
diff --git a/src/main/resources/cdtocode/Hadoop MapReduce-NBAttract.xls b/src/main/resources/cdtocode/Hadoop MapReduce-NBAttract.xls
new file mode 100644
index 0000000000000000000000000000000000000000..39f065d7e1aa51239c194c53e0333145f17c1a83
Binary files /dev/null and b/src/main/resources/cdtocode/Hadoop MapReduce-NBAttract.xls differ