From a8437e80ca61b5bfd0a4a84cc98b2ef6fb2b64f1 Mon Sep 17 00:00:00 2001 From: chief Date: Mon, 1 Mar 2021 21:26:18 +0800 Subject: [PATCH 01/14] =?UTF-8?q?=E4=BB=8EObjectDetector=E7=9A=84=E7=AC=AC?= =?UTF-8?q?50=E8=A1=8C=E5=BC=80=E5=A7=8B=E6=A3=80=E6=9F=A5?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../umlrecog/SequenceDiagramRecognizer.java | 60 +++++------ .../umlrecog/sddetector/MessageDetector.java | 10 +- .../umlrecog/sddetector/ObjectDetector.java | 29 ++--- .../hy/java/uct/umlrecog/util/Message.java | 5 + .../hy/java/uct/umlrecog/util/UMLObject.java | 15 +++ src/main/resources/cd/Salaboy_smart-tasks.txt | 99 ++++++++++++++++++ src/main/resources/sd/temp result.png | Bin 0 -> 746 bytes 7 files changed, 169 insertions(+), 49 deletions(-) create mode 100644 src/main/java/com/hy/java/uct/umlrecog/util/Message.java create mode 100644 src/main/java/com/hy/java/uct/umlrecog/util/UMLObject.java create mode 100644 src/main/resources/sd/temp result.png diff --git a/src/main/java/com/hy/java/uct/umlrecog/SequenceDiagramRecognizer.java b/src/main/java/com/hy/java/uct/umlrecog/SequenceDiagramRecognizer.java index d25d684..02f2006 100644 --- a/src/main/java/com/hy/java/uct/umlrecog/SequenceDiagramRecognizer.java +++ b/src/main/java/com/hy/java/uct/umlrecog/SequenceDiagramRecognizer.java @@ -5,10 +5,10 @@ import java.util.List; import org.opencv.core.Core; import org.opencv.core.Mat; -import com.hy.java.uct.umlrecog.cddetector.ClassDetector; -import com.hy.java.uct.umlrecog.cddetector.ClassRelationDetector; -import com.hy.java.uct.umlrecog.util.Relation; -import com.hy.java.uct.umlrecog.util.UMLClass; +import com.hy.java.uct.umlrecog.sddetector.MessageDetector; +import com.hy.java.uct.umlrecog.sddetector.ObjectDetector; +import com.hy.java.uct.umlrecog.util.Message; +import com.hy.java.uct.umlrecog.util.UMLObject; import com.hy.java.utility.common.FileEditor; import com.hy.java.utility.common.Pair; import com.hy.java.utility.common.Traverser; @@ -18,33 +18,33 @@ public class SequenceDiagramRecognizer { 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 - String repo_cd_path = findCD(cd_dir, repo_name); - if (repo_cd_path != null) { + public static void recog(String sd_dir, String repo_name) { + // 遍历cd_dir下的文件，寻找repo_name对应的图片，存在repo_sd_path中 + String repo_sd_path = findSD(sd_dir, repo_name); + if (repo_sd_path != null) { // 导入OpenCV库，开始识别 System.loadLibrary(Core.NATIVE_LIBRARY_NAME); /* - * 识别类图中的类 + * 识别顺序图中的对象 */ - ClassDetector cls_detector = new ClassDetector(repo_cd_path); - cls_detector.recog(); - Pair> classes = cls_detector.getResult(); + ObjectDetector obj_detector = new ObjectDetector(repo_sd_path); + obj_detector.recog(); + Pair> objects = obj_detector.getResult(); /* - * 识别类图中的关系 + * 识别顺序图中的消息 */ - ClassRelationDetector cls_relation_detector = new ClassRelationDetector(repo_cd_path, classes); - cls_relation_detector.recog(); - Pair> classes_with_relations = cls_relation_detector.getResult(); + MessageDetector obj_msg_detector = new MessageDetector(repo_sd_path, objects); + obj_msg_detector.recog(); + Pair> classes_with_relations = obj_msg_detector.getResult(); /* * 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 */ // 图包路径+项目名称+.txt - FileEditor fe = new FileEditor(cd_dir + repo_name.replaceAll("/", "_") + ".txt"); - List class_list = classes_with_relations.getRight(); - for (UMLClass UML_class : class_list) { + FileEditor fe = new FileEditor(sd_dir + repo_name.replaceAll("/", "_") + ".txt"); + List class_list = classes_with_relations.getRight(); + for (UMLObject UML_class : class_list) { // 想想写的格式！！！！！！！！！ // 想想写的格式！！！！！！！！！ // 想想写的格式！！！！！！！！！ @@ -56,12 +56,10 @@ public class SequenceDiagramRecognizer { // 想想写的格式！！！！！！！！！ // 比如@、#、￥、%等分隔符等级 fe.write(UML_class.getTitle() + "@", true); - fe.write(UML_class.getAttrisStr() + "@", true); - fe.write(UML_class.getMethodsStr() + "@", true); - for (Relation out_rel : UML_class.out_relas) { + for (Message out_rel : UML_class.out_relas) { } - for (Relation in_rel : UML_class.in_relas) { + for (Message in_rel : UML_class.in_relas) { } } @@ -74,25 +72,25 @@ public class SequenceDiagramRecognizer { */ } else { - System.err.println("不存在" + repo_name + "的类图"); + System.err.println("不存在" + repo_name + "的顺序图"); } } - private static String findCD(String cd_dir, String repo_name) { + private static String findSD(String sd_dir, String repo_name) { String result = null; // 用repo_name去查找图片时所使用的字符串 - String search_string = cd_dir + "cd-" + repo_name.replaceAll("/", "_"); + String search_string = sd_dir + "sd-" + repo_name.replaceAll("/", "_"); // 遍历cd_dir下的文件 - List cd_dir_files = Traverser.traverseDir(cd_dir).children; - for (FileNode cd_dir_file : cd_dir_files) { + List sd_dir_files = Traverser.traverseDir(sd_dir).children; + for (FileNode sd_dir_file : sd_dir_files) { // 过滤掉result.txt文件，只找图片 - if (cd_dir_file.path.equals(cd_dir + "result.txt")) { + if (sd_dir_file.path.equals(sd_dir + "result.txt")) { continue; } // 针对图片名，去掉后缀后，与search_string做匹配 - if (search_string.equals(cd_dir_file.path.substring(0, cd_dir_file.path.lastIndexOf(".")))) { + if (search_string.equals(sd_dir_file.path.substring(0, sd_dir_file.path.lastIndexOf(".")))) { // 如果匹配成功，则保存图片路径 - result = cd_dir_file.path; + result = sd_dir_file.path; // 找到指定图片后就可以结束查找了 break; } diff --git a/src/main/java/com/hy/java/uct/umlrecog/sddetector/MessageDetector.java b/src/main/java/com/hy/java/uct/umlrecog/sddetector/MessageDetector.java index 5f1ab50..fb69ee8 100644 --- a/src/main/java/com/hy/java/uct/umlrecog/sddetector/MessageDetector.java +++ b/src/main/java/com/hy/java/uct/umlrecog/sddetector/MessageDetector.java @@ -22,6 +22,7 @@ import com.hy.java.uct.umlrecog.util.Line; import com.hy.java.uct.umlrecog.util.PolygonalLine; import com.hy.java.uct.umlrecog.util.Relation; import com.hy.java.uct.umlrecog.util.UMLClass; +import com.hy.java.uct.umlrecog.util.UMLObject; import com.hy.java.utility.common.Pair; public class MessageDetector { @@ -30,10 +31,11 @@ public class MessageDetector { private Pair> classes_in_cd = null; private Pair> result = null; - public MessageDetector(String repo_cd_path, Pair> classes) { + public MessageDetector(String repo_cd_path, Pair> objects) { this.cd_path = repo_cd_path; this.temp_res_path = cd_path.replaceAll(cd_path.substring(cd_path.lastIndexOf("\\") + 1, cd_path.lastIndexOf(".")), "temp result"); - this.classes_in_cd = classes; + // 这句需要改成List + // this.classes_in_cd = objects; } public void recog() { @@ -500,7 +502,7 @@ public class MessageDetector { return classes_in_cd; } - public Pair> getResult() { - return result; + public Pair> getResult() { + return null; } } diff --git a/src/main/java/com/hy/java/uct/umlrecog/sddetector/ObjectDetector.java b/src/main/java/com/hy/java/uct/umlrecog/sddetector/ObjectDetector.java index 56274be..5b749ae 100644 --- a/src/main/java/com/hy/java/uct/umlrecog/sddetector/ObjectDetector.java +++ b/src/main/java/com/hy/java/uct/umlrecog/sddetector/ObjectDetector.java @@ -16,6 +16,7 @@ import com.hy.java.uct.umlrecog.UMLDiagramRecognizer; import com.hy.java.uct.umlrecog.util.ImgProcessor; import com.hy.java.uct.umlrecog.util.Rectangle; import com.hy.java.uct.umlrecog.util.UMLClass; +import com.hy.java.uct.umlrecog.util.UMLObject; import com.hy.java.utility.common.Pair; import net.sourceforge.tess4j.ITesseract; @@ -23,13 +24,13 @@ import net.sourceforge.tess4j.Tesseract; import net.sourceforge.tess4j.TesseractException; public class ObjectDetector { - private String cd_path = null; + private String sd_path = null; private String temp_res_path = null; - private Pair> result = null; + private Pair> result = null; - public ObjectDetector(String repo_cd_path) { - this.cd_path = repo_cd_path; - this.temp_res_path = cd_path.replaceAll(cd_path.substring(cd_path.lastIndexOf("\\") + 1, cd_path.lastIndexOf(".")), "temp result"); + public ObjectDetector(String repo_sd_path) { + this.sd_path = repo_sd_path; + this.temp_res_path = sd_path.replaceAll(sd_path.substring(sd_path.lastIndexOf("\\") + 1, sd_path.lastIndexOf(".")), "temp result"); } public void recog() { @@ -37,20 +38,20 @@ public class ObjectDetector { * 预处理 */ // 读取图片。并灰度处理 - Mat mat = Imgcodecs.imread(cd_path, Imgcodecs.IMREAD_GRAYSCALE); + Mat mat = Imgcodecs.imread(sd_path, Imgcodecs.IMREAD_GRAYSCALE); // 高斯锐化，提升类图图形清晰度 // Imgproc.Laplacian(mat, mat, 2); // 二值化，用于后续处理 Imgproc.threshold(mat, mat, 160, 255, Imgproc.THRESH_BINARY); /* - * 识别类 + * 识别对象 */ // 矩形检测。识别所有矩形区域 Pair> all_rect_areas_in_cd = detectRectArea(mat, 0.000555); // 对矩形进行整合，形成类区域 List classes = mergeIntoClass(all_rect_areas_in_cd); // 对类区域进行文字检测 - result = Pair.createPair(all_rect_areas_in_cd.getLeft(), detectText(Imgcodecs.imread(cd_path, Imgcodecs.IMREAD_GRAYSCALE), classes)); + // result = Pair.createPair(all_rect_areas_in_cd.getLeft(), detectText(Imgcodecs.imread(sd_path, Imgcodecs.IMREAD_GRAYSCALE), classes)); } /** @@ -61,7 +62,7 @@ public class ObjectDetector { * @return */ private Pair> detectRectArea(Mat cls_diagram, double ratio) { - System.out.println("开始识别" + cd_path + "中所有矩形"); + System.out.println("开始识别" + sd_path + "中所有矩形"); /* * 识别图中所有“轮廓”并存在contours中 */ @@ -222,12 +223,12 @@ public class ObjectDetector { // 针对当前矩形，与所有其他矩形对比完毕后，则完成了该类的识别 result.add(uml_class); } - System.out.println("完成将" + cd_path + "中所有矩形整合为类的业务，共" + result.size() + "个类"); + System.out.println("完成将" + sd_path + "中所有矩形整合为类的业务，共" + result.size() + "个类"); return result; } private List detectText(Mat cls_diagram, List classes) { - System.out.println("开始识别" + cd_path + "中每个类的文字"); + System.out.println("开始识别" + sd_path + "中每个类的文字"); for (UMLClass uc : classes) { ITesseract instance = new Tesseract(); instance.setDatapath(UMLDiagramRecognizer.tessdata_path); @@ -250,11 +251,11 @@ public class ObjectDetector { e.printStackTrace(); } } - System.out.println("完成对" + cd_path + "中每个类的文字识别"); + System.out.println("完成对" + sd_path + "中每个类的文字识别"); return classes; } - public Pair> getResult() { - return result; + public Pair> getResult() { + return null; } } diff --git a/src/main/java/com/hy/java/uct/umlrecog/util/Message.java b/src/main/java/com/hy/java/uct/umlrecog/util/Message.java new file mode 100644 index 0000000..1256f11 --- /dev/null +++ b/src/main/java/com/hy/java/uct/umlrecog/util/Message.java @@ -0,0 +1,5 @@ +package com.hy.java.uct.umlrecog.util; + +public class Message { + +} diff --git a/src/main/java/com/hy/java/uct/umlrecog/util/UMLObject.java b/src/main/java/com/hy/java/uct/umlrecog/util/UMLObject.java new file mode 100644 index 0000000..1d0721a --- /dev/null +++ b/src/main/java/com/hy/java/uct/umlrecog/util/UMLObject.java @@ -0,0 +1,15 @@ +package com.hy.java.uct.umlrecog.util; + +import java.util.List; + +public class UMLObject { + + public List out_relas; + public List in_relas; + + public String getTitle() { + // TODO Auto-generated method stub + return null; + } + +} diff --git a/src/main/resources/cd/Salaboy_smart-tasks.txt b/src/main/resources/cd/Salaboy_smart-tasks.txt index ee76cbe..db63982 100644 --- a/src/main/resources/cd/Salaboy_smart-tasks.txt +++ b/src/main/resources/cd/Salaboy_smart-tasks.txt @@ -92,6 +92,105 @@ claimfid : String) start(id : String) +complete(id : String,data : Object) +@@= +HumanTaskServiceOperations +%= +TaskOperations +%聚合￥#JBPMSMinaHumanTaskClientConfiguration +@@getServiceOperationsimplementation() : HumanTaskServiceOperations +@JBPMSMinaHumanTaskClientConfiguration +%JBPMSHUmanTaskServiceOperations +%实现￥JBPMSMinaHumanTaskClientConfiguration +%JBPMSHUmanTaskClientConfiguration +%聚合￥#JBPMSHUmanTaskServiceOperations +@taskClient : TaskClient +configuration : JEPMSHumanTaskClientConfiguration +@JBPMSHumanTaskServiceOperations(configuration : JBPMSHumanTaskClientConfiguration) +@JBPMSHUmanTaskServiceOperations +%= +HumanTaskServiceOperations +%实现￥JBPMSMinaHumanTaskClientConfiguration +%JBPMSHUmanTaskServiceOperations +%实现￥#HumanTaskServicelmpl +@taskOperations : Map +@@HumanTaskServicelmpl +%==interface=: +HumanTaskservice +%实现￥= +HumanTaskServiceOperations +%HumanTaskServicelmpl +%聚合￥#JBPMSHUmanTaskClientConfiguration +@port : String +host : String +@JBPMSHumanTaskClientConfiguration(port : String,host : String) +@JBPMSHUmanTaskClientConfiguration +%< +HumanTaskclientConfiguration +%实现￥JBPMSMinaHumanTaskClientConfiguration +%JBPMSHUmanTaskClientConfiguration +%聚合￥#==interface=: +HumanTaskservice +@getTaskOperations() : Map +@null@==interface=: +HumanTaskservice +%= +HumanTaskServiceOperations +%聚合￥HumanTaskServicelmpl +%==interface=: +HumanTaskservice +%实现￥#< +HumanTaskclientConfiguration +@getServiceOperationsimplementation() : HumanTaskServiceOperations +@null@< +HumanTaskclientConfiguration +%= +HumanTaskServiceOperations +%实现￥< +HumanTaskclientConfiguration +%HumanTaskServiceConfiguration +%聚合￥JBPMSHUmanTaskClientConfiguration +%< +HumanTaskclientConfiguration +%实现￥#= +HumanTaskServiceOperations +@getTaskOriginatorType(Taskid : String) : String +@null@= +HumanTaskServiceOperations +%HumanTaskServicelmpl +%聚合￥= +HumanTaskServiceOperations +%= +TaskOperations +%聚合￥JBPMSHUmanTaskServiceOperations +%= +HumanTaskServiceOperations +%实现￥< +HumanTaskclientConfiguration +%= +HumanTaskServiceOperations +%实现￥==interface=: +HumanTaskservice +%= +HumanTaskServiceOperations +%聚合￥#HumanTaskServiceConfiguration +@clientConfs : Map +@addHumanTaskClientConfiguration(name : String,client : HumanTaskclientConfiguration) +getHumarTaskClientConfigurations() : Map +@< +HumanTaskclientConfiguration +%HumanTaskServiceConfiguration +%聚合￥#= +TaskOperations +@getMyTaskabstracts(taskType : String) : TTaskAbstract +geyMyTasks(taskType : String) : TTask + +getTaskinfoid : String) : TTask + +claimfid : String) + +start(id : String) + complete(id : String,data : Object) @@= HumanTaskServiceOperations diff --git a/src/main/resources/sd/temp result.png b/src/main/resources/sd/temp result.png new file mode 100644 index 0000000000000000000000000000000000000000..179515db827147318358c2040eab1f5a447bdc04 GIT binary patch literal 746 zcmeAS@N?(olHy`uVBq!ia0vp^T|lhP0VEi{=Jj_lFfeWOba4!c;5>V9VRwqT4Eu-o z{ZHBM6&NV>yxh4`BGBTaPmHV4ste76OO;xiI}Ys>{mESB68c51XGPSBo$k)QXHL#| zA-wcL<8m#lMUNJ+$o<)+?k&&Ee0t*fc8RqLZrU9exstXt;bVTR^xc-yXnADEidQ@d zHy(Q}wt9Hc>g$j7C#UHcv`dJG-aXptyYl$erjLC8jc-n3eI}56EhYFBW60g3Pao#p z@c+j6`bu($I?wM_#@Ajh^<61{RZZ^=^EDvN|GxhJr~WJ9caNqT++$o}l{~j9WbQ`4 zzbW2gGn{)OC;P5s4=5GS|6;j5=j5XgdiK|2_f-D&y0SDTNi&?N?pi zz<+GF(q3nvA))g>pIY{1s@?OczAu;RMkeqX>aDV3-n~QS>bnl5cJWKr3q0Nn^!)eB zU9{id>204z(F>q!R=)%CY=Q3AxMa=pc>lC}iW2qNU^jHHdiO{lX!ggGANnP~IT+kq z=uw}2`uF?YKO7%TUKqYxxnRftum8^PZ~;!~v>WW7FQ3nknRxHv#T8}l3r_rdZ_dYY4D6^gADpV%6WSnp4YN0C zeq{h!{;9ycX7Tw*28pX`_x9BNUe(PVy-DI~=G_=;jt#27 zAd0y$DI6SKGfZzzsbUB%FN}QBe|(kkhO Date: Tue, 2 Mar 2021 10:37:53 +0800 Subject: [PATCH 02/14] =?UTF-8?q?=E7=8E=B0=E5=B7=B2=E8=AF=86=E5=88=AB?= =?UTF-8?q?=E5=AE=8C=E9=A1=BA=E5=BA=8F=E5=9B=BE=E4=B8=AD=E7=9A=84=E6=96=B9?= =?UTF-8?q?=E6=A1=86=E3=80=82=E6=8E=A5=E4=B8=8B=E6=9D=A5=E8=AF=86=E5=88=AB?= =?UTF-8?q?=E9=A1=BA=E5=BA=8F=E5=9B=BE=E5=AF=B9=E8=B1=A1=E3=80=82=E4=BB=8E?= =?UTF-8?q?ObjectDetector=E7=9A=84125=E8=A1=8C=E5=BC=80=E5=A7=8B=E6=94=B9?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../umlrecog/sddetector/ObjectDetector.java | 76 +-- .../hy/java/uct/umlrecog/util/UMLObject.java | 6 + src/main/resources/cd/Salaboy_smart-tasks.txt | 495 ++++++++++++++++++ src/main/resources/sd/temp result.png | Bin 746 -> 8161 bytes 4 files changed, 539 insertions(+), 38 deletions(-) diff --git a/src/main/java/com/hy/java/uct/umlrecog/sddetector/ObjectDetector.java b/src/main/java/com/hy/java/uct/umlrecog/sddetector/ObjectDetector.java index 5b749ae..158ddb3 100644 --- a/src/main/java/com/hy/java/uct/umlrecog/sddetector/ObjectDetector.java +++ b/src/main/java/com/hy/java/uct/umlrecog/sddetector/ObjectDetector.java @@ -47,27 +47,27 @@ public class ObjectDetector { * 识别对象 */ // 矩形检测。识别所有矩形区域 - Pair> all_rect_areas_in_cd = detectRectArea(mat, 0.000555); + Pair> all_rect_areas_in_sd = detectRectArea(mat, 0.000555); // 对矩形进行整合，形成类区域 - List classes = mergeIntoClass(all_rect_areas_in_cd); + List objects = mergeIntoObject(all_rect_areas_in_sd); // 对类区域进行文字检测 - // result = Pair.createPair(all_rect_areas_in_cd.getLeft(), detectText(Imgcodecs.imread(sd_path, Imgcodecs.IMREAD_GRAYSCALE), classes)); + result = Pair.createPair(all_rect_areas_in_sd.getLeft(), detectText(Imgcodecs.imread(sd_path, Imgcodecs.IMREAD_GRAYSCALE), objects)); } /** * 检测方框 * - * @param cls_diagram - * @param ratio 检测最小矩形占全图面积的比例（0~1之间的一个小数）。如果类图中类的面积很小，则该比例应设的很小。 + * @param s_diagram + * @param ratio 检测最小矩形占全图面积的比例（0~1之间的一个小数）。如果类图中类的面积很小，则该比例应设的很小。 * @return */ - private Pair> detectRectArea(Mat cls_diagram, double ratio) { + private Pair> detectRectArea(Mat s_diagram, double ratio) { System.out.println("开始识别" + sd_path + "中所有矩形"); /* * 识别图中所有“轮廓”并存在contours中 */ List contours = new ArrayList<>(); - Imgproc.findContours(cls_diagram, contours, new Mat(), Imgproc.RETR_LIST, Imgproc.CHAIN_APPROX_SIMPLE); + Imgproc.findContours(s_diagram, contours, new Mat(), Imgproc.RETR_LIST, Imgproc.CHAIN_APPROX_SIMPLE); /* * 对每个轮廓contour，检测是否为矩形，并将contour和检测结果存在Rectangle中。所有轮廓的检测结果最终存在all_rect_areas中 */ @@ -75,8 +75,8 @@ public class ObjectDetector { // 这个rect_contours里只存那些检测结果为矩形的contour，用于后面边框涂白，防止矩形干扰关系符号和关系线识别 List rect_contours = new ArrayList<>(); // 根据图片像素计算轮廓面积阈值。如果轮廓面积太小或太大，则直接忽略 - long cd_area = cls_diagram.width() * cls_diagram.height(); - double min_cls_area = 60; + long cd_area = s_diagram.width() * s_diagram.height(); + double min_cls_area = 70; double max_cls_area = cd_area * 0.5; for (MatOfPoint contour : contours) { // 如果轮廓面积太小或太大，则直接忽略 @@ -90,37 +90,45 @@ public class ObjectDetector { Imgproc.approxPolyDP(curve, approx_curve, 0.01 * Imgproc.arcLength(curve, true), true); // 针对逼近结果approx_curve，若其共有4个顶点，则可认为是矩形。将检测结果绘制在原图中，便于后续处理 if (approx_curve.toArray().length == 4) { - // 将矩形存在all_rect_areas中用于类的整合和文字识别。存完后将其从原图中抹掉，防止其干扰关系符号和关系线识别 - all_rect_areas.add(new Rectangle(cls_diagram.clone(), contour, approx_curve)); + // 将矩形存在all_rect_areas中用于对象的整合和文字识别。存完后将其从原图中抹掉，防止其干扰关系符号和关系线识别 + all_rect_areas.add(new Rectangle(s_diagram.clone(), contour, approx_curve)); rect_contours.add(contour); // 存完后将矩形从图中抹掉（涂白）。后面还需对所有边框进行涂白 - Imgproc.fillConvexPoly(cls_diagram, contour, new Scalar(255, 255, 255)); + Imgproc.fillConvexPoly(s_diagram, contour, new Scalar(255, 255, 255)); } } // 对所有矩形边框进行涂白，防止其干扰关系符号和关系线识别 - Imgproc.drawContours(cls_diagram, rect_contours, -1, new Scalar(255, 255, 255), 5); - // 此时的cls_diagram中矩形已涂白 - return Pair.createPair(cls_diagram, all_rect_areas); + Imgproc.drawContours(s_diagram, rect_contours, -1, new Scalar(255, 255, 255), 5); + // 可以先不涂白，看下识别结果。最后要注释掉 + // Imgproc.drawContours(s_diagram, rect_contours, -1, new Scalar(0, 0, 0), 5); + // Imgcodecs.imwrite(temp_res_path, s_diagram); + // 此时的s_diagram中矩形已涂白 + return Pair.createPair(s_diagram, all_rect_areas); } - private List mergeIntoClass(Pair> all_rect_areas_in_cd) { - List result = new ArrayList<>(); - // Mat cls_diagram = all_rect_areas_in_cd.getLeft(); + private List mergeIntoObject(Pair> all_rect_areas_in_sd) { + List result = new ArrayList<>(); + // Mat s_diagram = all_rect_areas_in_sd.getLeft(); // 获取所有矩形 - List rect_area_list = all_rect_areas_in_cd.getRight(); + List rect_area_list = all_rect_areas_in_sd.getRight(); /* * 拼接思路： * - * 首先针对当前矩形，将其赋给一个类。记录该类当前拥有的矩形列表。 + * 首先将矩形赋给一个对象。 * - * 然后针对该矩形的左上角，看是否与其他矩形的左上角横坐标相差不超过3~5个像素 + * 然后检测所有矩形横坐标。如果两个矩形横坐标一样，则舍去纵坐标靠下的矩形。 * - * 如果是，则再看两个左上角的纵坐标距离是否大致等于“上面矩形”的高度 - * - * 如果是，则纳入同一个类中 + * 留下的矩形包括：真正的对象（纵坐标可能不同）、生命线上的矩形。后者需在文字识别时剔除 */ for (int all_rect_index = 0; all_rect_index < rect_area_list.size(); all_rect_index++) { Rectangle current_rect = rect_area_list.get(all_rect_index); + /* + * 从这儿开始改。 + * + * 从这儿开始改。 + * + * 从这儿开始改。 + */ // 如果当前rect已经属于某个类，则跳过它 if (current_rect.within_class) { continue; @@ -221,41 +229,33 @@ public class ObjectDetector { } uml_class.whole = new Rectangle(null, null, uml_class.top.x, uml_class.top.y, uml_class.top.width, whole_height); // 针对当前矩形，与所有其他矩形对比完毕后，则完成了该类的识别 - result.add(uml_class); + // result.add(uml_class); } System.out.println("完成将" + sd_path + "中所有矩形整合为类的业务，共" + result.size() + "个类"); return result; } - private List detectText(Mat cls_diagram, List classes) { + private List detectText(Mat s_diagram, List objects) { System.out.println("开始识别" + sd_path + "中每个类的文字"); - for (UMLClass uc : classes) { + for (UMLObject uc : objects) { ITesseract instance = new Tesseract(); instance.setDatapath(UMLDiagramRecognizer.tessdata_path); try { // 将uc中的每个区域写入临时文件，然后识别临时文件中的文字 if (uc.top != null) { - Imgcodecs.imwrite(temp_res_path, ImgProcessor.cutImage(cls_diagram, uc.top)); + Imgcodecs.imwrite(temp_res_path, ImgProcessor.cutImage(s_diagram, uc.top)); uc.setTitle(instance.doOCR(new File(temp_res_path))); } - if (uc.mid != null) { - Imgcodecs.imwrite(temp_res_path, ImgProcessor.cutImage(cls_diagram, uc.mid)); - uc.setAttrisStr(instance.doOCR(new File(temp_res_path))); - } - if (uc.bottom != null) { - Imgcodecs.imwrite(temp_res_path, ImgProcessor.cutImage(cls_diagram, uc.bottom)); - uc.setMethodsStr(instance.doOCR(new File(temp_res_path))); - } } catch (TesseractException e) { // TODO Auto-generated catch block e.printStackTrace(); } } System.out.println("完成对" + sd_path + "中每个类的文字识别"); - return classes; + return objects; } public Pair> getResult() { - return null; + return result; } } diff --git a/src/main/java/com/hy/java/uct/umlrecog/util/UMLObject.java b/src/main/java/com/hy/java/uct/umlrecog/util/UMLObject.java index 1d0721a..735e6d4 100644 --- a/src/main/java/com/hy/java/uct/umlrecog/util/UMLObject.java +++ b/src/main/java/com/hy/java/uct/umlrecog/util/UMLObject.java @@ -6,10 +6,16 @@ public class UMLObject { public List out_relas; public List in_relas; + public Rectangle top; public String getTitle() { // TODO Auto-generated method stub return null; } + public void setTitle(String doOCR) { + // TODO Auto-generated method stub + + } + } diff --git a/src/main/resources/cd/Salaboy_smart-tasks.txt b/src/main/resources/cd/Salaboy_smart-tasks.txt index db63982..8460154 100644 --- a/src/main/resources/cd/Salaboy_smart-tasks.txt +++ b/src/main/resources/cd/Salaboy_smart-tasks.txt @@ -191,6 +191,501 @@ claimfid : String) start(id : String) +complete(id : String,data : Object) +@@= +HumanTaskServiceOperations +%= +TaskOperations +%聚合￥#JBPMSMinaHumanTaskClientConfiguration +@@getServiceOperationsimplementation() : HumanTaskServiceOperations +@JBPMSMinaHumanTaskClientConfiguration +%JBPMSHUmanTaskServiceOperations +%实现￥JBPMSMinaHumanTaskClientConfiguration +%JBPMSHUmanTaskClientConfiguration +%聚合￥#JBPMSHUmanTaskServiceOperations +@taskClient : TaskClient +configuration : JEPMSHumanTaskClientConfiguration +@JBPMSHumanTaskServiceOperations(configuration : JBPMSHumanTaskClientConfiguration) +@JBPMSHUmanTaskServiceOperations +%= +HumanTaskServiceOperations +%实现￥JBPMSMinaHumanTaskClientConfiguration +%JBPMSHUmanTaskServiceOperations +%实现￥#HumanTaskServicelmpl +@taskOperations : Map +@@HumanTaskServicelmpl +%==interface=: +HumanTaskservice +%实现￥= +HumanTaskServiceOperations +%HumanTaskServicelmpl +%聚合￥#JBPMSHUmanTaskClientConfiguration +@port : String +host : String +@JBPMSHumanTaskClientConfiguration(port : String,host : String) +@JBPMSHUmanTaskClientConfiguration +%< +HumanTaskclientConfiguration +%实现￥JBPMSMinaHumanTaskClientConfiguration +%JBPMSHUmanTaskClientConfiguration +%聚合￥#==interface=: +HumanTaskservice +@getTaskOperations() : Map +@null@==interface=: +HumanTaskservice +%= +HumanTaskServiceOperations +%聚合￥HumanTaskServicelmpl +%==interface=: +HumanTaskservice +%实现￥#< +HumanTaskclientConfiguration +@getServiceOperationsimplementation() : HumanTaskServiceOperations +@null@< +HumanTaskclientConfiguration +%= +HumanTaskServiceOperations +%实现￥< +HumanTaskclientConfiguration +%HumanTaskServiceConfiguration +%聚合￥JBPMSHUmanTaskClientConfiguration +%< +HumanTaskclientConfiguration +%实现￥#= +HumanTaskServiceOperations +@getTaskOriginatorType(Taskid : String) : String +@null@= +HumanTaskServiceOperations +%HumanTaskServicelmpl +%聚合￥= +HumanTaskServiceOperations +%= +TaskOperations +%聚合￥JBPMSHUmanTaskServiceOperations +%= +HumanTaskServiceOperations +%实现￥< +HumanTaskclientConfiguration +%= +HumanTaskServiceOperations +%实现￥==interface=: +HumanTaskservice +%= +HumanTaskServiceOperations +%聚合￥#HumanTaskServiceConfiguration +@clientConfs : Map +@addHumanTaskClientConfiguration(name : String,client : HumanTaskclientConfiguration) +getHumarTaskClientConfigurations() : Map +@< +HumanTaskclientConfiguration +%HumanTaskServiceConfiguration +%聚合￥#= +TaskOperations +@getMyTaskabstracts(taskType : String) : TTaskAbstract +geyMyTasks(taskType : String) : TTask + +getTaskinfoid : String) : TTask + +claimfid : String) + +start(id : String) + +complete(id : String,data : Object) +@@= +HumanTaskServiceOperations +%= +TaskOperations +%聚合￥#JBPMSMinaHumanTaskClientConfiguration +@@getServiceOperationsimplementation() : HumanTaskServiceOperations +@JBPMSMinaHumanTaskClientConfiguration +%JBPMSHUmanTaskServiceOperations +%实现￥JBPMSMinaHumanTaskClientConfiguration +%JBPMSHUmanTaskClientConfiguration +%聚合￥#JBPMSHUmanTaskServiceOperations +@taskClient : TaskClient +configuration : JEPMSHumanTaskClientConfiguration +@JBPMSHumanTaskServiceOperations(configuration : JBPMSHumanTaskClientConfiguration) +@JBPMSHUmanTaskServiceOperations +%= +HumanTaskServiceOperations +%实现￥JBPMSMinaHumanTaskClientConfiguration +%JBPMSHUmanTaskServiceOperations +%实现￥#HumanTaskServicelmpl +@taskOperations : Map +@@HumanTaskServicelmpl +%==interface=: +HumanTaskservice +%实现￥= +HumanTaskServiceOperations +%HumanTaskServicelmpl +%聚合￥#JBPMSHUmanTaskClientConfiguration +@port : String +host : String +@JBPMSHumanTaskClientConfiguration(port : String,host : String) +@JBPMSHUmanTaskClientConfiguration +%< +HumanTaskclientConfiguration +%实现￥JBPMSMinaHumanTaskClientConfiguration +%JBPMSHUmanTaskClientConfiguration +%聚合￥#==interface=: +HumanTaskservice +@getTaskOperations() : Map +@null@==interface=: +HumanTaskservice +%= +HumanTaskServiceOperations +%聚合￥HumanTaskServicelmpl +%==interface=: +HumanTaskservice +%实现￥#< +HumanTaskclientConfiguration +@getServiceOperationsimplementation() : HumanTaskServiceOperations +@null@< +HumanTaskclientConfiguration +%= +HumanTaskServiceOperations +%实现￥< +HumanTaskclientConfiguration +%HumanTaskServiceConfiguration +%聚合￥JBPMSHUmanTaskClientConfiguration +%< +HumanTaskclientConfiguration +%实现￥#= +HumanTaskServiceOperations +@getTaskOriginatorType(Taskid : String) : String +@null@= +HumanTaskServiceOperations +%HumanTaskServicelmpl +%聚合￥= +HumanTaskServiceOperations +%= +TaskOperations +%聚合￥JBPMSHUmanTaskServiceOperations +%= +HumanTaskServiceOperations +%实现￥< +HumanTaskclientConfiguration +%= +HumanTaskServiceOperations +%实现￥==interface=: +HumanTaskservice +%= +HumanTaskServiceOperations +%聚合￥#HumanTaskServiceConfiguration +@clientConfs : Map +@addHumanTaskClientConfiguration(name : String,client : HumanTaskclientConfiguration) +getHumarTaskClientConfigurations() : Map +@< +HumanTaskclientConfiguration +%HumanTaskServiceConfiguration +%聚合￥#= +TaskOperations +@getMyTaskabstracts(taskType : String) : TTaskAbstract +geyMyTasks(taskType : String) : TTask + +getTaskinfoid : String) : TTask + +claimfid : String) + +start(id : String) + +complete(id : String,data : Object) +@@= +HumanTaskServiceOperations +%= +TaskOperations +%聚合￥#JBPMSMinaHumanTaskClientConfiguration +@@getServiceOperationsimplementation() : HumanTaskServiceOperations +@JBPMSMinaHumanTaskClientConfiguration +%JBPMSHUmanTaskServiceOperations +%实现￥JBPMSMinaHumanTaskClientConfiguration +%JBPMSHUmanTaskClientConfiguration +%聚合￥#JBPMSHUmanTaskServiceOperations +@taskClient : TaskClient +configuration : JEPMSHumanTaskClientConfiguration +@JBPMSHumanTaskServiceOperations(configuration : JBPMSHumanTaskClientConfiguration) +@JBPMSHUmanTaskServiceOperations +%= +HumanTaskServiceOperations +%实现￥JBPMSMinaHumanTaskClientConfiguration +%JBPMSHUmanTaskServiceOperations +%实现￥#HumanTaskServicelmpl +@taskOperations : Map +@@HumanTaskServicelmpl +%==interface=: +HumanTaskservice +%实现￥= +HumanTaskServiceOperations +%HumanTaskServicelmpl +%聚合￥#JBPMSHUmanTaskClientConfiguration +@port : String +host : String +@JBPMSHumanTaskClientConfiguration(port : String,host : String) +@JBPMSHUmanTaskClientConfiguration +%< +HumanTaskclientConfiguration +%实现￥JBPMSMinaHumanTaskClientConfiguration +%JBPMSHUmanTaskClientConfiguration +%聚合￥#==interface=: +HumanTaskservice +@getTaskOperations() : Map +@null@==interface=: +HumanTaskservice +%= +HumanTaskServiceOperations +%聚合￥HumanTaskServicelmpl +%==interface=: +HumanTaskservice +%实现￥#< +HumanTaskclientConfiguration +@getServiceOperationsimplementation() : HumanTaskServiceOperations +@null@< +HumanTaskclientConfiguration +%= +HumanTaskServiceOperations +%实现￥< +HumanTaskclientConfiguration +%HumanTaskServiceConfiguration +%聚合￥JBPMSHUmanTaskClientConfiguration +%< +HumanTaskclientConfiguration +%实现￥#= +HumanTaskServiceOperations +@getTaskOriginatorType(Taskid : String) : String +@null@= +HumanTaskServiceOperations +%HumanTaskServicelmpl +%聚合￥= +HumanTaskServiceOperations +%= +TaskOperations +%聚合￥JBPMSHUmanTaskServiceOperations +%= +HumanTaskServiceOperations +%实现￥< +HumanTaskclientConfiguration +%= +HumanTaskServiceOperations +%实现￥==interface=: +HumanTaskservice +%= +HumanTaskServiceOperations +%聚合￥#HumanTaskServiceConfiguration +@clientConfs : Map +@addHumanTaskClientConfiguration(name : String,client : HumanTaskclientConfiguration) +getHumarTaskClientConfigurations() : Map +@< +HumanTaskclientConfiguration +%HumanTaskServiceConfiguration +%聚合￥#= +TaskOperations +@getMyTaskabstracts(taskType : String) : TTaskAbstract +geyMyTasks(taskType : String) : TTask + +getTaskinfoid : String) : TTask + +claimfid : String) + +start(id : String) + +complete(id : String,data : Object) +@@= +HumanTaskServiceOperations +%= +TaskOperations +%聚合￥#JBPMSMinaHumanTaskClientConfiguration +@@getServiceOperationsimplementation() : HumanTaskServiceOperations +@JBPMSMinaHumanTaskClientConfiguration +%JBPMSHUmanTaskServiceOperations +%实现￥JBPMSMinaHumanTaskClientConfiguration +%JBPMSHUmanTaskClientConfiguration +%聚合￥#JBPMSHUmanTaskServiceOperations +@taskClient : TaskClient +configuration : JEPMSHumanTaskClientConfiguration +@JBPMSHumanTaskServiceOperations(configuration : JBPMSHumanTaskClientConfiguration) +@JBPMSHUmanTaskServiceOperations +%= +HumanTaskServiceOperations +%实现￥JBPMSMinaHumanTaskClientConfiguration +%JBPMSHUmanTaskServiceOperations +%实现￥#HumanTaskServicelmpl +@taskOperations : Map +@@HumanTaskServicelmpl +%==interface=: +HumanTaskservice +%实现￥= +HumanTaskServiceOperations +%HumanTaskServicelmpl +%聚合￥#JBPMSHUmanTaskClientConfiguration +@port : String +host : String +@JBPMSHumanTaskClientConfiguration(port : String,host : String) +@JBPMSHUmanTaskClientConfiguration +%< +HumanTaskclientConfiguration +%实现￥JBPMSMinaHumanTaskClientConfiguration +%JBPMSHUmanTaskClientConfiguration +%聚合￥#==interface=: +HumanTaskservice +@getTaskOperations() : Map +@null@==interface=: +HumanTaskservice +%= +HumanTaskServiceOperations +%聚合￥HumanTaskServicelmpl +%==interface=: +HumanTaskservice +%实现￥#< +HumanTaskclientConfiguration +@getServiceOperationsimplementation() : HumanTaskServiceOperations +@null@< +HumanTaskclientConfiguration +%= +HumanTaskServiceOperations +%实现￥< +HumanTaskclientConfiguration +%HumanTaskServiceConfiguration +%聚合￥JBPMSHUmanTaskClientConfiguration +%< +HumanTaskclientConfiguration +%实现￥#= +HumanTaskServiceOperations +@getTaskOriginatorType(Taskid : String) : String +@null@= +HumanTaskServiceOperations +%HumanTaskServicelmpl +%聚合￥= +HumanTaskServiceOperations +%= +TaskOperations +%聚合￥JBPMSHUmanTaskServiceOperations +%= +HumanTaskServiceOperations +%实现￥< +HumanTaskclientConfiguration +%= +HumanTaskServiceOperations +%实现￥==interface=: +HumanTaskservice +%= +HumanTaskServiceOperations +%聚合￥#HumanTaskServiceConfiguration +@clientConfs : Map +@addHumanTaskClientConfiguration(name : String,client : HumanTaskclientConfiguration) +getHumarTaskClientConfigurations() : Map +@< +HumanTaskclientConfiguration +%HumanTaskServiceConfiguration +%聚合￥#= +TaskOperations +@getMyTaskabstracts(taskType : String) : TTaskAbstract +geyMyTasks(taskType : String) : TTask + +getTaskinfoid : String) : TTask + +claimfid : String) + +start(id : String) + +complete(id : String,data : Object) +@@= +HumanTaskServiceOperations +%= +TaskOperations +%聚合￥#JBPMSMinaHumanTaskClientConfiguration +@@getServiceOperationsimplementation() : HumanTaskServiceOperations +@JBPMSMinaHumanTaskClientConfiguration +%JBPMSHUmanTaskServiceOperations +%实现￥JBPMSMinaHumanTaskClientConfiguration +%JBPMSHUmanTaskClientConfiguration +%聚合￥#JBPMSHUmanTaskServiceOperations +@taskClient : TaskClient +configuration : JEPMSHumanTaskClientConfiguration +@JBPMSHumanTaskServiceOperations(configuration : JBPMSHumanTaskClientConfiguration) +@JBPMSHUmanTaskServiceOperations +%= +HumanTaskServiceOperations +%实现￥JBPMSMinaHumanTaskClientConfiguration +%JBPMSHUmanTaskServiceOperations +%实现￥#HumanTaskServicelmpl +@taskOperations : Map +@@HumanTaskServicelmpl +%==interface=: +HumanTaskservice +%实现￥= +HumanTaskServiceOperations +%HumanTaskServicelmpl +%聚合￥#JBPMSHUmanTaskClientConfiguration +@port : String +host : String +@JBPMSHumanTaskClientConfiguration(port : String,host : String) +@JBPMSHUmanTaskClientConfiguration +%< +HumanTaskclientConfiguration +%实现￥JBPMSMinaHumanTaskClientConfiguration +%JBPMSHUmanTaskClientConfiguration +%聚合￥#==interface=: +HumanTaskservice +@getTaskOperations() : Map +@null@==interface=: +HumanTaskservice +%= +HumanTaskServiceOperations +%聚合￥HumanTaskServicelmpl +%==interface=: +HumanTaskservice +%实现￥#< +HumanTaskclientConfiguration +@getServiceOperationsimplementation() : HumanTaskServiceOperations +@null@< +HumanTaskclientConfiguration +%= +HumanTaskServiceOperations +%实现￥< +HumanTaskclientConfiguration +%HumanTaskServiceConfiguration +%聚合￥JBPMSHUmanTaskClientConfiguration +%< +HumanTaskclientConfiguration +%实现￥#= +HumanTaskServiceOperations +@getTaskOriginatorType(Taskid : String) : String +@null@= +HumanTaskServiceOperations +%HumanTaskServicelmpl +%聚合￥= +HumanTaskServiceOperations +%= +TaskOperations +%聚合￥JBPMSHUmanTaskServiceOperations +%= +HumanTaskServiceOperations +%实现￥< +HumanTaskclientConfiguration +%= +HumanTaskServiceOperations +%实现￥==interface=: +HumanTaskservice +%= +HumanTaskServiceOperations +%聚合￥#HumanTaskServiceConfiguration +@clientConfs : Map +@addHumanTaskClientConfiguration(name : String,client : HumanTaskclientConfiguration) +getHumarTaskClientConfigurations() : Map +@< +HumanTaskclientConfiguration +%HumanTaskServiceConfiguration +%聚合￥#= +TaskOperations +@getMyTaskabstracts(taskType : String) : TTaskAbstract +geyMyTasks(taskType : String) : TTask + +getTaskinfoid : String) : TTask + +claimfid : String) + +start(id : String) + complete(id : String,data : Object) @@= HumanTaskServiceOperations diff --git a/src/main/resources/sd/temp result.png b/src/main/resources/sd/temp result.png index 179515db827147318358c2040eab1f5a447bdc04..8168d374da3b1a99c80b558021c2bb9dd2dc9a29 100644 GIT binary patch literal 8161 zcmdT}eNbCvx~CsoseHD$79v|ngUM9`gwqo-%0f%p2ueWR>jGUUB~2u0+|rWWr5U+U zgeK*ZXwuj~4zU%Zbgi|$KpkaZK_TTPO@gGXu+Fk@scy^^;hh#QO?sE<~5IXxk 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zA-wcL<8m#lMUNJ+$o<)+?k&&Ee0t*fc8RqLZrU9exstXt;bVTR^xc-yXnADEidQ@d zHy(Q}wt9Hc>g$j7C#UHcv`dJG-aXptyYl$erjLC8jc-n3eI}56EhYFBW60g3Pao#p z@c+j6`bu($I?wM_#@Ajh^<61{RZZ^=^EDvN|GxhJr~WJ9caNqT++$o}l{~j9WbQ`4 zzbW2gGn{)OC;P5s4=5GS|6;j5=j5XgdiK|2_f-D&y0SDTNi&?N?pi zz<+GF(q3nvA))g>pIY{1s@?OczAu;RMkeqX>aDV3-n~QS>bnl5cJWKr3q0Nn^!)eB zU9{id>204z(F>q!R=)%CY=Q3AxMa=pc>lC}iW2qNU^jHHdiO{lX!ggGANnP~IT+kq z=uw}2`uF?YKO7%TUKqYxxnRftum8^PZ~;!~v>WW7FQ3nknRxHv#T8}l3r_rdZ_dYY4D6^gADpV%6WSnp4YN0C zeq{h!{;9ycX7Tw*28pX`_x9BNUe(PVy-DI~=G_=;jt#27 zAd0y$DI6SKGfZzzsbUB%FN}QBe|(kkhO Date: Tue, 2 Mar 2021 17:06:11 +0800 Subject: [PATCH 03/14] =?UTF-8?q?=E4=BB=8EObjectDetector=E7=9A=84140?= =?UTF-8?q?=E8=A1=8C=E7=BB=A7=E7=BB=AD=E6=94=B9?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../umlrecog/cddetector/ClassDetector.java | 8 +- .../umlrecog/sddetector/ObjectDetector.java | 130 +++--------------- .../hy/java/uct/umlrecog/util/Rectangle.java | 2 +- .../hy/java/uct/umlrecog/util/UMLObject.java | 13 +- 4 files changed, 31 insertions(+), 122 deletions(-) diff --git a/src/main/java/com/hy/java/uct/umlrecog/cddetector/ClassDetector.java b/src/main/java/com/hy/java/uct/umlrecog/cddetector/ClassDetector.java index 103d825..c64de98 100644 --- a/src/main/java/com/hy/java/uct/umlrecog/cddetector/ClassDetector.java +++ b/src/main/java/com/hy/java/uct/umlrecog/cddetector/ClassDetector.java @@ -121,13 +121,13 @@ public class ClassDetector { for (int all_rect_index = 0; all_rect_index < rect_area_list.size(); all_rect_index++) { Rectangle current_rect = rect_area_list.get(all_rect_index); // 如果当前rect已经属于某个类，则跳过它 - if (current_rect.within_class) { + if (current_rect.within_cls_obj) { continue; } // 如果当前rect不属于任何类，则将其赋给一个新的类 UMLClass uml_class = new UMLClass(); uml_class.list.add(current_rect); - current_rect.within_class = true; + current_rect.within_cls_obj = true; // 这个temp_rect用于每次拼接之后更新类的总大小。实际每次都是用temp_rect与其他未拼接的类作比较 uml_class.temp_rect = current_rect.clone(); // 对当前类的temp_rect，与all_rect_areas中其他所有矩形做比较 @@ -141,7 +141,7 @@ public class ClassDetector { if (uml_class.temp_rect.tl().y < other_rect.tl().y) { if (other_rect.tl().y - uml_class.temp_rect.tl().y - uml_class.temp_rect.height <= 5) { uml_class.list.add(other_rect); - other_rect.within_class = true; + other_rect.within_cls_obj = true; // 更新类的temp_rect uml_class.temp_rect.height += other_rect.height; } @@ -150,7 +150,7 @@ public class ClassDetector { else { if (uml_class.temp_rect.tl().y - other_rect.tl().y - other_rect.height <= 5) { uml_class.list.add(other_rect); - other_rect.within_class = true; + other_rect.within_cls_obj = true; // 更新类的temp_rect uml_class.temp_rect.x = other_rect.x; uml_class.temp_rect.y = other_rect.y; diff --git a/src/main/java/com/hy/java/uct/umlrecog/sddetector/ObjectDetector.java b/src/main/java/com/hy/java/uct/umlrecog/sddetector/ObjectDetector.java index 158ddb3..d8e896c 100644 --- a/src/main/java/com/hy/java/uct/umlrecog/sddetector/ObjectDetector.java +++ b/src/main/java/com/hy/java/uct/umlrecog/sddetector/ObjectDetector.java @@ -108,6 +108,8 @@ public class ObjectDetector { private List mergeIntoObject(Pair> all_rect_areas_in_sd) { List result = new ArrayList<>(); + // 临时保存所有矩形形成的新对象。后面要对比这些对象的横纵坐标、舍去纵坐标靠下的矩形 + List temp_result = new ArrayList<>(); // Mat s_diagram = all_rect_areas_in_sd.getLeft(); // 获取所有矩形 List rect_area_list = all_rect_areas_in_sd.getRight(); @@ -122,116 +124,26 @@ public class ObjectDetector { */ for (int all_rect_index = 0; all_rect_index < rect_area_list.size(); all_rect_index++) { Rectangle current_rect = rect_area_list.get(all_rect_index); - /* - * 从这儿开始改。 - * - * 从这儿开始改。 - * - * 从这儿开始改。 - */ - // 如果当前rect已经属于某个类，则跳过它 - if (current_rect.within_class) { + // 如果当前rect已经属于某个对象，则跳过它 + if (current_rect.within_cls_obj) { continue; } - // 如果当前rect不属于任何类，则将其赋给一个新的类 - UMLClass uml_class = new UMLClass(); - uml_class.list.add(current_rect); - current_rect.within_class = true; - // 这个temp_rect用于每次拼接之后更新类的总大小。实际每次都是用temp_rect与其他未拼接的类作比较 - uml_class.temp_rect = current_rect.clone(); - // 对当前类的temp_rect，与all_rect_areas中其他所有矩形做比较 - for (int j = all_rect_index + 1; j < rect_area_list.size(); j++) { - // 获取all_rect_areas列表中位于current_rect后面的矩形 - Rectangle other_rect = rect_area_list.get(j); - // 针对该矩形的左上角，看是否与其他矩形的左上角横坐标相差不超过3~5个像素 - if (Math.abs(other_rect.tl().x - uml_class.temp_rect.tl().x) <= 5) { - // 如果是，则再看两个左上角的纵坐标距离是否大致等于“上面矩形”的高度 - // “上面矩形”是temp_rect - if (uml_class.temp_rect.tl().y < other_rect.tl().y) { - if (other_rect.tl().y - uml_class.temp_rect.tl().y - uml_class.temp_rect.height <= 5) { - uml_class.list.add(other_rect); - other_rect.within_class = true; - // 更新类的temp_rect - uml_class.temp_rect.height += other_rect.height; - } - } - // “上面矩形”是other_rect - else { - if (uml_class.temp_rect.tl().y - other_rect.tl().y - other_rect.height <= 5) { - uml_class.list.add(other_rect); - other_rect.within_class = true; - // 更新类的temp_rect - uml_class.temp_rect.x = other_rect.x; - uml_class.temp_rect.y = other_rect.y; - uml_class.temp_rect.height += other_rect.height; - } - } - } - } - // 将列表里的矩形按上、中、下排序 - uml_class.list.sort(new Comparator() { - @Override - public int compare(Rectangle r1, Rectangle r2) { - return Integer.valueOf(r1.y).compareTo(r2.y); - } - }); - for (int j = 0; j < uml_class.list.size(); j++) { - Rectangle r_in_l = uml_class.list.get(j); - if (r_in_l != null) { - switch (j) { - case 0: { - uml_class.top = r_in_l; - break; - } - case 1: { - uml_class.mid = r_in_l; - break; - } - case 2: { - uml_class.bottom = r_in_l; - break; - } - default: - break; - } - } - } - /* - * 此时会出现top其实是整个矩形的情况。需将top、mid、bottom重新分割 - */ - if (uml_class.mid != null) { - if (uml_class.bottom != null) { - if (uml_class.top.y + uml_class.top.height >= uml_class.bottom.y + uml_class.bottom.height) { - int top_old_height = uml_class.top.height; - uml_class.top = uml_class.mid.clone(); - uml_class.mid = uml_class.bottom.clone(); - uml_class.bottom.y = uml_class.top.y + uml_class.top.height + uml_class.mid.height; - uml_class.bottom.height = top_old_height - uml_class.top.height - uml_class.mid.height; - } - } else { - if (uml_class.top.y + uml_class.top.height >= uml_class.mid.y + uml_class.mid.height) { - int top_old_height = uml_class.top.height; - uml_class.top = uml_class.mid.clone(); - uml_class.mid.y = uml_class.top.y + uml_class.top.height; - uml_class.mid.height = top_old_height - uml_class.top.height; - } - } - } - // 计算类框整体大小 - int whole_height = 0; - // 先将whole的高度设置为top的高度 - whole_height += uml_class.top.height; - if (uml_class.mid != null) { - whole_height += uml_class.mid.height; - } - if (uml_class.bottom != null) { - whole_height += uml_class.bottom.height; + // 如果当前rect不属于任何对象，则将其赋给一个新的对象 + UMLObject uml_obj = new UMLObject(); + current_rect.within_cls_obj = true; + uml_obj.whole = current_rect; + temp_result.add(uml_obj); + } + // 检测temp_result中所有矩形横坐标。如果两个矩形横坐标一样，则舍去纵坐标靠下的矩形。 + for (UMLObject uml_obj : temp_result) { + // 针对当前矩形，查找是否有与其横坐标大致一样的其他矩形 + // other_rects + if (true) { + } - uml_class.whole = new Rectangle(null, null, uml_class.top.x, uml_class.top.y, uml_class.top.width, whole_height); - // 针对当前矩形，与所有其他矩形对比完毕后，则完成了该类的识别 - // result.add(uml_class); + // 针对当前矩形，与所有其他矩形对比完毕后，则完成了该对象的识别 + // result.add(uml_obj); } - System.out.println("完成将" + sd_path + "中所有矩形整合为类的业务，共" + result.size() + "个类"); return result; } @@ -242,8 +154,8 @@ public class ObjectDetector { instance.setDatapath(UMLDiagramRecognizer.tessdata_path); try { // 将uc中的每个区域写入临时文件，然后识别临时文件中的文字 - if (uc.top != null) { - Imgcodecs.imwrite(temp_res_path, ImgProcessor.cutImage(s_diagram, uc.top)); + if (uc.whole != null) { + Imgcodecs.imwrite(temp_res_path, ImgProcessor.cutImage(s_diagram, uc.whole)); uc.setTitle(instance.doOCR(new File(temp_res_path))); } } catch (TesseractException e) { @@ -251,7 +163,7 @@ public class ObjectDetector { e.printStackTrace(); } } - System.out.println("完成对" + sd_path + "中每个类的文字识别"); + System.out.println("完成对" + sd_path + "中对象的识别业务，共" + objects.size() + "个对象"); return objects; } 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 f374ad6..ee787b3 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 @@ -12,7 +12,7 @@ import org.opencv.core.Rect; public class Rectangle extends Rect { private Mat mat; private MatOfPoint contour; - public boolean within_class = false; + public boolean within_cls_obj = false; public Rectangle(Mat cls_diagram, MatOfPoint contour, MatOfPoint2f approx_rect) { super(new Point(approx_rect.get(0, 0)[0], approx_rect.get(0, 0)[1]), new Point(approx_rect.get(2, 0)[0], approx_rect.get(2, 0)[1])); diff --git a/src/main/java/com/hy/java/uct/umlrecog/util/UMLObject.java b/src/main/java/com/hy/java/uct/umlrecog/util/UMLObject.java index 735e6d4..f12542b 100644 --- a/src/main/java/com/hy/java/uct/umlrecog/util/UMLObject.java +++ b/src/main/java/com/hy/java/uct/umlrecog/util/UMLObject.java @@ -3,19 +3,16 @@ package com.hy.java.uct.umlrecog.util; import java.util.List; public class UMLObject { - + public Rectangle whole; + private String title; public List out_relas; public List in_relas; - public Rectangle top; public String getTitle() { - // TODO Auto-generated method stub - return null; + return title; } - public void setTitle(String doOCR) { - // TODO Auto-generated method stub - + public void setTitle(String title) { + this.title = title; } - } -- Gitee From 1aee922775eb446bf196eff343e6ce9b54264297 Mon Sep 17 00:00:00 2001 From: origin Date: Thu, 4 Mar 2021 12:13:39 +0800 Subject: [PATCH 04/14] =?UTF-8?q?ObjectDetector=E7=9A=84139~177=E8=A1=8C?= =?UTF-8?q?=EF=BC=8C=E8=BF=98=E9=9C=80=E4=BF=AE=E6=94=B9=E3=80=82=E7=9B=AE?= =?UTF-8?q?=E5=89=8D=E4=BC=9A=E9=87=8D=E5=A4=8D=E8=AE=B0=E5=BD=95=E6=A8=AA?= =?UTF-8?q?=E5=9D=90=E6=A0=87=E7=9B=B8=E5=90=8C=E7=9A=84=E5=AF=B9=E8=B1=A1?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../uct/umlrecog/UMLDiagramRecognizer.java | 4 +- .../umlrecog/sddetector/ObjectDetector.java | 70 ++- .../hy/java/uct/umlrecog/util/UMLObject.java | 7 + src/main/resources/cd/Salaboy_smart-tasks.txt | 495 ++++++++++++++++++ src/main/resources/sd/temp result.png | Bin 8161 -> 665 bytes 5 files changed, 558 insertions(+), 18 deletions(-) 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 dfdbf4b..533850a 100644 --- a/src/main/java/com/hy/java/uct/umlrecog/UMLDiagramRecognizer.java +++ b/src/main/java/com/hy/java/uct/umlrecog/UMLDiagramRecognizer.java @@ -33,7 +33,7 @@ public class UMLDiagramRecognizer { * 测试一下识别特定的类图和顺序图 */ public static void main(String[] args) { - UMLDiagramRecognizer.recogCD(cd_dir, "Salaboy/smart-tasks"); - UMLDiagramRecognizer.recogSD(sd_dir, "albanoj2/grp"); + // UMLDiagramRecognizer.recogCD(cd_dir, "Salaboy/smart-tasks"); + UMLDiagramRecognizer.recogSD(sd_dir, "coinvent/coinvent"); } } diff --git a/src/main/java/com/hy/java/uct/umlrecog/sddetector/ObjectDetector.java b/src/main/java/com/hy/java/uct/umlrecog/sddetector/ObjectDetector.java index d8e896c..e16b9ae 100644 --- a/src/main/java/com/hy/java/uct/umlrecog/sddetector/ObjectDetector.java +++ b/src/main/java/com/hy/java/uct/umlrecog/sddetector/ObjectDetector.java @@ -3,6 +3,7 @@ package com.hy.java.uct.umlrecog.sddetector; import java.io.File; import java.util.ArrayList; import java.util.Comparator; +import java.util.HashSet; import java.util.List; import org.opencv.core.Mat; @@ -15,7 +16,6 @@ import org.opencv.imgproc.Imgproc; import com.hy.java.uct.umlrecog.UMLDiagramRecognizer; import com.hy.java.uct.umlrecog.util.ImgProcessor; import com.hy.java.uct.umlrecog.util.Rectangle; -import com.hy.java.uct.umlrecog.util.UMLClass; import com.hy.java.uct.umlrecog.util.UMLObject; import com.hy.java.utility.common.Pair; @@ -134,37 +134,75 @@ public class ObjectDetector { uml_obj.whole = current_rect; temp_result.add(uml_obj); } - // 检测temp_result中所有矩形横坐标。如果两个矩形横坐标一样，则舍去纵坐标靠下的矩形。 - for (UMLObject uml_obj : temp_result) { + int temp_size = temp_result.size(); + // 检测temp_result中所有矩形横坐标。如果存在多个矩形横坐标一样，则只保留纵坐标最靠上的矩形、舍去其他所有矩形。 + for (int i = 0; i < temp_size; i++) { + UMLObject uml_obj = temp_result.get(i); + // 如果should_be_del，则说明uml_obj在一列横坐标相近的矩形中纵坐标靠下，且已被舍去，所以直接跳过 + if (uml_obj.should_be_del) { + continue; + } + // 临时保存所有横坐标相近的矩形在temp_result中的索引，用于后面比对纵坐标 + List similar_ys = new ArrayList<>(); + similar_ys.add(i); // 针对当前矩形，查找是否有与其横坐标大致一样的其他矩形 - // other_rects - if (true) { - + for (int j = 0; j < temp_size; j++) { + if (j != i) { + UMLObject other_uml_obj = temp_result.get(j); + if (Math.abs(uml_obj.whole.x - other_uml_obj.whole.x) <= 3) { + // 记录与当前矩形横坐标大致一样的其他矩形在temp_result中的索引 + similar_ys.add(j); + } + } + } + // 对所有横坐标相近的矩形按纵坐标从小到大排序 + similar_ys.sort(new Comparator() { + @Override + public int compare(Integer o1, Integer o2) { + return Integer.valueOf(temp_result.get(o1).whole.y).compareTo(temp_result.get(o2).whole.y); + } + }); + // 对所有横坐标相近的矩形，只保留纵坐标最靠上的矩形、舍去其他所有矩形。 + // 现在similar_ys的第一个元素，记录的是与当前矩形横坐标相近的矩形中，纵坐标最靠上的矩形在temp_result中的索引 + for (int j = 0; j < similar_ys.size(); j++) { + if (j == 0) { + // 只保留纵坐标最靠上的矩形 + result.add(temp_result.get(similar_ys.get(j))); + } else { + // 舍去其他所有矩形 + temp_result.get(similar_ys.get(j)).should_be_del = true; + } } - // 针对当前矩形，与所有其他矩形对比完毕后，则完成了该对象的识别 - // result.add(uml_obj); + } return result; } private List detectText(Mat s_diagram, List objects) { - System.out.println("开始识别" + sd_path + "中每个类的文字"); - for (UMLObject uc : objects) { + List result = new ArrayList<>(); + System.out.println("开始识别" + sd_path + "中每个对象的文字"); + for (UMLObject uo : objects) { ITesseract instance = new Tesseract(); instance.setDatapath(UMLDiagramRecognizer.tessdata_path); try { - // 将uc中的每个区域写入临时文件，然后识别临时文件中的文字 - if (uc.whole != null) { - Imgcodecs.imwrite(temp_res_path, ImgProcessor.cutImage(s_diagram, uc.whole)); - uc.setTitle(instance.doOCR(new File(temp_res_path))); + // 将uo中的每个区域写入临时文件，然后识别临时文件中的文字 + if (uo.whole != null) { + Imgcodecs.imwrite(temp_res_path, ImgProcessor.cutImage(s_diagram, uo.whole)); + uo.setTitle(instance.doOCR(new File(temp_res_path))); } } catch (TesseractException e) { // TODO Auto-generated catch block e.printStackTrace(); } } - System.out.println("完成对" + sd_path + "中对象的识别业务，共" + objects.size() + "个对象"); - return objects; + // 清除无文字的矩形，则剩下的就是对象 + for (UMLObject uo : objects) { + if (!uo.getTitle().isBlank()) { + result.add(uo); + } + } + System.out.println("完成对" + sd_path + "中对象的识别业务，共" + result.size() + "个对象"); + return result; } public Pair> getResult() { diff --git a/src/main/java/com/hy/java/uct/umlrecog/util/UMLObject.java b/src/main/java/com/hy/java/uct/umlrecog/util/UMLObject.java index f12542b..ac33f30 100644 --- a/src/main/java/com/hy/java/uct/umlrecog/util/UMLObject.java +++ b/src/main/java/com/hy/java/uct/umlrecog/util/UMLObject.java @@ -3,6 +3,13 @@ package com.hy.java.uct.umlrecog.util; import java.util.List; public class UMLObject { + /** + * 只在mergeIntoObject时使用 + */ + public boolean should_be_del = false; + /** + * 此UMLObject的信息 + */ public Rectangle whole; private String title; public List out_relas; diff --git a/src/main/resources/cd/Salaboy_smart-tasks.txt b/src/main/resources/cd/Salaboy_smart-tasks.txt index 8460154..d5ce72e 100644 --- a/src/main/resources/cd/Salaboy_smart-tasks.txt +++ b/src/main/resources/cd/Salaboy_smart-tasks.txt @@ -686,6 +686,501 @@ claimfid : String) start(id : String) +complete(id : String,data : Object) +@@= +HumanTaskServiceOperations +%= +TaskOperations +%聚合￥#JBPMSMinaHumanTaskClientConfiguration +@@getServiceOperationsimplementation() : HumanTaskServiceOperations +@JBPMSMinaHumanTaskClientConfiguration +%JBPMSHUmanTaskServiceOperations +%实现￥JBPMSMinaHumanTaskClientConfiguration +%JBPMSHUmanTaskClientConfiguration +%聚合￥#JBPMSHUmanTaskServiceOperations +@taskClient : TaskClient +configuration : JEPMSHumanTaskClientConfiguration +@JBPMSHumanTaskServiceOperations(configuration : JBPMSHumanTaskClientConfiguration) +@JBPMSHUmanTaskServiceOperations +%= +HumanTaskServiceOperations +%实现￥JBPMSMinaHumanTaskClientConfiguration +%JBPMSHUmanTaskServiceOperations +%实现￥#HumanTaskServicelmpl +@taskOperations : Map +@@HumanTaskServicelmpl +%==interface=: +HumanTaskservice +%实现￥= +HumanTaskServiceOperations +%HumanTaskServicelmpl +%聚合￥#JBPMSHUmanTaskClientConfiguration +@port : String +host : String +@JBPMSHumanTaskClientConfiguration(port : String,host : String) +@JBPMSHUmanTaskClientConfiguration +%< +HumanTaskclientConfiguration +%实现￥JBPMSMinaHumanTaskClientConfiguration +%JBPMSHUmanTaskClientConfiguration +%聚合￥#==interface=: +HumanTaskservice +@getTaskOperations() : Map +@null@==interface=: +HumanTaskservice +%= +HumanTaskServiceOperations +%聚合￥HumanTaskServicelmpl +%==interface=: +HumanTaskservice +%实现￥#< +HumanTaskclientConfiguration +@getServiceOperationsimplementation() : HumanTaskServiceOperations +@null@< +HumanTaskclientConfiguration +%= +HumanTaskServiceOperations +%实现￥< +HumanTaskclientConfiguration +%HumanTaskServiceConfiguration +%聚合￥JBPMSHUmanTaskClientConfiguration +%< +HumanTaskclientConfiguration +%实现￥#= +HumanTaskServiceOperations +@getTaskOriginatorType(Taskid : String) : String +@null@= +HumanTaskServiceOperations +%HumanTaskServicelmpl +%聚合￥= +HumanTaskServiceOperations +%= +TaskOperations +%聚合￥JBPMSHUmanTaskServiceOperations +%= +HumanTaskServiceOperations +%实现￥< +HumanTaskclientConfiguration +%= +HumanTaskServiceOperations +%实现￥==interface=: +HumanTaskservice +%= +HumanTaskServiceOperations +%聚合￥#HumanTaskServiceConfiguration +@clientConfs : Map +@addHumanTaskClientConfiguration(name : String,client : HumanTaskclientConfiguration) +getHumarTaskClientConfigurations() : Map +@< +HumanTaskclientConfiguration +%HumanTaskServiceConfiguration +%聚合￥#= +TaskOperations +@getMyTaskabstracts(taskType : String) : TTaskAbstract +geyMyTasks(taskType : String) : TTask + +getTaskinfoid : String) : TTask + +claimfid : String) + +start(id : String) + +complete(id : String,data : Object) +@@= +HumanTaskServiceOperations +%= +TaskOperations +%聚合￥#JBPMSMinaHumanTaskClientConfiguration +@@getServiceOperationsimplementation() : HumanTaskServiceOperations +@JBPMSMinaHumanTaskClientConfiguration +%JBPMSHUmanTaskServiceOperations +%实现￥JBPMSMinaHumanTaskClientConfiguration +%JBPMSHUmanTaskClientConfiguration +%聚合￥#JBPMSHUmanTaskServiceOperations +@taskClient : TaskClient +configuration : JEPMSHumanTaskClientConfiguration +@JBPMSHumanTaskServiceOperations(configuration : JBPMSHumanTaskClientConfiguration) +@JBPMSHUmanTaskServiceOperations +%= +HumanTaskServiceOperations +%实现￥JBPMSMinaHumanTaskClientConfiguration +%JBPMSHUmanTaskServiceOperations +%实现￥#HumanTaskServicelmpl +@taskOperations : Map +@@HumanTaskServicelmpl +%==interface=: +HumanTaskservice +%实现￥= +HumanTaskServiceOperations +%HumanTaskServicelmpl +%聚合￥#JBPMSHUmanTaskClientConfiguration +@port : String +host : String +@JBPMSHumanTaskClientConfiguration(port : String,host : String) +@JBPMSHUmanTaskClientConfiguration +%< +HumanTaskclientConfiguration +%实现￥JBPMSMinaHumanTaskClientConfiguration +%JBPMSHUmanTaskClientConfiguration +%聚合￥#==interface=: +HumanTaskservice +@getTaskOperations() : Map +@null@==interface=: +HumanTaskservice +%= +HumanTaskServiceOperations +%聚合￥HumanTaskServicelmpl +%==interface=: +HumanTaskservice +%实现￥#< +HumanTaskclientConfiguration +@getServiceOperationsimplementation() : HumanTaskServiceOperations +@null@< +HumanTaskclientConfiguration +%= +HumanTaskServiceOperations +%实现￥< +HumanTaskclientConfiguration +%HumanTaskServiceConfiguration +%聚合￥JBPMSHUmanTaskClientConfiguration +%< +HumanTaskclientConfiguration +%实现￥#= +HumanTaskServiceOperations +@getTaskOriginatorType(Taskid : String) : String +@null@= +HumanTaskServiceOperations +%HumanTaskServicelmpl +%聚合￥= +HumanTaskServiceOperations +%= +TaskOperations +%聚合￥JBPMSHUmanTaskServiceOperations +%= +HumanTaskServiceOperations +%实现￥< +HumanTaskclientConfiguration +%= +HumanTaskServiceOperations +%实现￥==interface=: +HumanTaskservice +%= +HumanTaskServiceOperations +%聚合￥#HumanTaskServiceConfiguration +@clientConfs : Map +@addHumanTaskClientConfiguration(name : String,client : HumanTaskclientConfiguration) +getHumarTaskClientConfigurations() : Map +@< +HumanTaskclientConfiguration +%HumanTaskServiceConfiguration +%聚合￥#= +TaskOperations +@getMyTaskabstracts(taskType : String) : TTaskAbstract +geyMyTasks(taskType : String) : TTask + +getTaskinfoid : String) : TTask + +claimfid : String) + +start(id : String) + +complete(id : String,data : Object) +@@= +HumanTaskServiceOperations +%= +TaskOperations +%聚合￥#JBPMSMinaHumanTaskClientConfiguration +@@getServiceOperationsimplementation() : HumanTaskServiceOperations +@JBPMSMinaHumanTaskClientConfiguration +%JBPMSHUmanTaskServiceOperations +%实现￥JBPMSMinaHumanTaskClientConfiguration +%JBPMSHUmanTaskClientConfiguration +%聚合￥#JBPMSHUmanTaskServiceOperations +@taskClient : TaskClient +configuration : JEPMSHumanTaskClientConfiguration +@JBPMSHumanTaskServiceOperations(configuration : JBPMSHumanTaskClientConfiguration) +@JBPMSHUmanTaskServiceOperations +%= +HumanTaskServiceOperations +%实现￥JBPMSMinaHumanTaskClientConfiguration +%JBPMSHUmanTaskServiceOperations +%实现￥#HumanTaskServicelmpl +@taskOperations : Map +@@HumanTaskServicelmpl +%==interface=: +HumanTaskservice +%实现￥= +HumanTaskServiceOperations +%HumanTaskServicelmpl +%聚合￥#JBPMSHUmanTaskClientConfiguration +@port : String +host : String +@JBPMSHumanTaskClientConfiguration(port : String,host : String) +@JBPMSHUmanTaskClientConfiguration +%< +HumanTaskclientConfiguration +%实现￥JBPMSMinaHumanTaskClientConfiguration +%JBPMSHUmanTaskClientConfiguration +%聚合￥#==interface=: +HumanTaskservice +@getTaskOperations() : Map +@null@==interface=: +HumanTaskservice +%= +HumanTaskServiceOperations +%聚合￥HumanTaskServicelmpl +%==interface=: +HumanTaskservice +%实现￥#< +HumanTaskclientConfiguration +@getServiceOperationsimplementation() : HumanTaskServiceOperations +@null@< +HumanTaskclientConfiguration +%= +HumanTaskServiceOperations +%实现￥< +HumanTaskclientConfiguration +%HumanTaskServiceConfiguration +%聚合￥JBPMSHUmanTaskClientConfiguration +%< +HumanTaskclientConfiguration +%实现￥#= +HumanTaskServiceOperations +@getTaskOriginatorType(Taskid : String) : String +@null@= +HumanTaskServiceOperations +%HumanTaskServicelmpl +%聚合￥= +HumanTaskServiceOperations +%= +TaskOperations +%聚合￥JBPMSHUmanTaskServiceOperations +%= +HumanTaskServiceOperations +%实现￥< +HumanTaskclientConfiguration +%= +HumanTaskServiceOperations +%实现￥==interface=: +HumanTaskservice +%= +HumanTaskServiceOperations +%聚合￥#HumanTaskServiceConfiguration +@clientConfs : Map +@addHumanTaskClientConfiguration(name : String,client : HumanTaskclientConfiguration) +getHumarTaskClientConfigurations() : Map +@< +HumanTaskclientConfiguration +%HumanTaskServiceConfiguration +%聚合￥#= +TaskOperations +@getMyTaskabstracts(taskType : String) : TTaskAbstract +geyMyTasks(taskType : String) : TTask + +getTaskinfoid : String) : TTask + +claimfid : String) + +start(id : String) + +complete(id : String,data : Object) +@@= +HumanTaskServiceOperations +%= +TaskOperations +%聚合￥#JBPMSMinaHumanTaskClientConfiguration +@@getServiceOperationsimplementation() : HumanTaskServiceOperations +@JBPMSMinaHumanTaskClientConfiguration +%JBPMSHUmanTaskServiceOperations +%实现￥JBPMSMinaHumanTaskClientConfiguration +%JBPMSHUmanTaskClientConfiguration +%聚合￥#JBPMSHUmanTaskServiceOperations +@taskClient : TaskClient +configuration : JEPMSHumanTaskClientConfiguration +@JBPMSHumanTaskServiceOperations(configuration : JBPMSHumanTaskClientConfiguration) +@JBPMSHUmanTaskServiceOperations +%= +HumanTaskServiceOperations +%实现￥JBPMSMinaHumanTaskClientConfiguration +%JBPMSHUmanTaskServiceOperations +%实现￥#HumanTaskServicelmpl +@taskOperations : Map +@@HumanTaskServicelmpl +%==interface=: +HumanTaskservice +%实现￥= +HumanTaskServiceOperations +%HumanTaskServicelmpl +%聚合￥#JBPMSHUmanTaskClientConfiguration +@port : String +host : String +@JBPMSHumanTaskClientConfiguration(port : String,host : String) +@JBPMSHUmanTaskClientConfiguration +%< +HumanTaskclientConfiguration +%实现￥JBPMSMinaHumanTaskClientConfiguration +%JBPMSHUmanTaskClientConfiguration +%聚合￥#==interface=: +HumanTaskservice +@getTaskOperations() : Map +@null@==interface=: +HumanTaskservice +%= +HumanTaskServiceOperations +%聚合￥HumanTaskServicelmpl +%==interface=: +HumanTaskservice +%实现￥#< +HumanTaskclientConfiguration +@getServiceOperationsimplementation() : HumanTaskServiceOperations +@null@< +HumanTaskclientConfiguration +%= +HumanTaskServiceOperations +%实现￥< +HumanTaskclientConfiguration +%HumanTaskServiceConfiguration +%聚合￥JBPMSHUmanTaskClientConfiguration +%< +HumanTaskclientConfiguration +%实现￥#= +HumanTaskServiceOperations +@getTaskOriginatorType(Taskid : String) : String +@null@= +HumanTaskServiceOperations +%HumanTaskServicelmpl +%聚合￥= +HumanTaskServiceOperations +%= +TaskOperations +%聚合￥JBPMSHUmanTaskServiceOperations +%= +HumanTaskServiceOperations +%实现￥< +HumanTaskclientConfiguration +%= +HumanTaskServiceOperations +%实现￥==interface=: +HumanTaskservice +%= +HumanTaskServiceOperations +%聚合￥#HumanTaskServiceConfiguration +@clientConfs : Map +@addHumanTaskClientConfiguration(name : String,client : HumanTaskclientConfiguration) +getHumarTaskClientConfigurations() : Map +@< +HumanTaskclientConfiguration +%HumanTaskServiceConfiguration +%聚合￥#= +TaskOperations +@getMyTaskabstracts(taskType : String) : TTaskAbstract +geyMyTasks(taskType : String) : TTask + +getTaskinfoid : String) : TTask + +claimfid : String) + +start(id : String) + +complete(id : String,data : Object) +@@= +HumanTaskServiceOperations +%= +TaskOperations +%聚合￥#JBPMSMinaHumanTaskClientConfiguration +@@getServiceOperationsimplementation() : HumanTaskServiceOperations +@JBPMSMinaHumanTaskClientConfiguration +%JBPMSHUmanTaskServiceOperations +%实现￥JBPMSMinaHumanTaskClientConfiguration +%JBPMSHUmanTaskClientConfiguration +%聚合￥#JBPMSHUmanTaskServiceOperations +@taskClient : TaskClient +configuration : JEPMSHumanTaskClientConfiguration +@JBPMSHumanTaskServiceOperations(configuration : JBPMSHumanTaskClientConfiguration) +@JBPMSHUmanTaskServiceOperations +%= +HumanTaskServiceOperations +%实现￥JBPMSMinaHumanTaskClientConfiguration +%JBPMSHUmanTaskServiceOperations +%实现￥#HumanTaskServicelmpl +@taskOperations : Map +@@HumanTaskServicelmpl +%==interface=: +HumanTaskservice +%实现￥= +HumanTaskServiceOperations +%HumanTaskServicelmpl +%聚合￥#JBPMSHUmanTaskClientConfiguration +@port : String +host : String +@JBPMSHumanTaskClientConfiguration(port : String,host : String) +@JBPMSHUmanTaskClientConfiguration +%< +HumanTaskclientConfiguration +%实现￥JBPMSMinaHumanTaskClientConfiguration +%JBPMSHUmanTaskClientConfiguration +%聚合￥#==interface=: +HumanTaskservice +@getTaskOperations() : Map +@null@==interface=: +HumanTaskservice +%= +HumanTaskServiceOperations +%聚合￥HumanTaskServicelmpl +%==interface=: +HumanTaskservice +%实现￥#< +HumanTaskclientConfiguration +@getServiceOperationsimplementation() : HumanTaskServiceOperations +@null@< +HumanTaskclientConfiguration +%= +HumanTaskServiceOperations +%实现￥< +HumanTaskclientConfiguration +%HumanTaskServiceConfiguration +%聚合￥JBPMSHUmanTaskClientConfiguration +%< +HumanTaskclientConfiguration +%实现￥#= +HumanTaskServiceOperations +@getTaskOriginatorType(Taskid : String) : String +@null@= +HumanTaskServiceOperations +%HumanTaskServicelmpl +%聚合￥= +HumanTaskServiceOperations +%= +TaskOperations +%聚合￥JBPMSHUmanTaskServiceOperations +%= +HumanTaskServiceOperations +%实现￥< +HumanTaskclientConfiguration +%= +HumanTaskServiceOperations +%实现￥==interface=: +HumanTaskservice +%= +HumanTaskServiceOperations +%聚合￥#HumanTaskServiceConfiguration +@clientConfs : Map +@addHumanTaskClientConfiguration(name : String,client : HumanTaskclientConfiguration) +getHumarTaskClientConfigurations() : Map +@< +HumanTaskclientConfiguration +%HumanTaskServiceConfiguration +%聚合￥#= +TaskOperations +@getMyTaskabstracts(taskType : String) : TTaskAbstract +geyMyTasks(taskType : String) : TTask + +getTaskinfoid : String) : TTask + +claimfid : String) + +start(id : String) + complete(id : String,data : Object) @@= HumanTaskServiceOperations diff --git a/src/main/resources/sd/temp result.png b/src/main/resources/sd/temp result.png index 8168d374da3b1a99c80b558021c2bb9dd2dc9a29..3cc0e396490415388d4d76ec0844f5f4f47cad8d 100644 GIT binary patch literal 665 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zNvUXNzHYV87Tn&Ja=1W}e6smu)M#Py$}6E9WjlrbFG;oBpl+NxQfJUEyFw)hQ=c8W zKme@ljGY- zZE9?el(3q9<4ArIIje`qpqdd2*EsK>^3M z?R4Ffj+TLi7Pv=QTk{5*Gg?k+$Q_ce5{9JyrtXZCl*9Xjm%#3^-~N6I z+xXPyB>AOpx8^4A3*WjqZgcZIvoVqvdrli0KF`c{XbrJv7az@Nv2UmDsO24%+;cHYABC_N$$OI8Hrmt} zB=>dGrqNM@LAS_RXRhkB{ekVK&v>7m;_-O+s;Y|08q22z}2#q-;GgC*n&jfj)5sqXf2!53LgV;t&3xLpL3JM#< zDoR#OV+armh|B8F(g?Q?9FjuX*8j2_$P@N2jne#%NspC-2fNG$3QkF~9tH XZ&=L9r~TyL?(+{89=Mu& Date: Thu, 4 Mar 2021 21:58:49 +0800 Subject: [PATCH 05/14] =?UTF-8?q?=E5=B7=B2=E8=AF=86=E5=88=AB=E5=AE=8C?= =?UTF-8?q?=E9=A1=BA=E5=BA=8F=E5=9B=BE=E5=AF=B9=E8=B1=A1=E3=80=82=E6=8E=A5?= =?UTF-8?q?=E4=B8=8B=E6=9D=A5=E6=94=B9MessageDetector?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../umlrecog/sddetector/MessageDetector.java | 48 +++++++++--------- .../umlrecog/sddetector/ObjectDetector.java | 6 +-- .../hy/java/uct/umlrecog/util/Message.java | 9 ++++ src/main/resources/sd/temp result.png | Bin 665 -> 90 bytes 4 files changed, 35 insertions(+), 28 deletions(-) diff --git a/src/main/java/com/hy/java/uct/umlrecog/sddetector/MessageDetector.java b/src/main/java/com/hy/java/uct/umlrecog/sddetector/MessageDetector.java index fb69ee8..63513c4 100644 --- a/src/main/java/com/hy/java/uct/umlrecog/sddetector/MessageDetector.java +++ b/src/main/java/com/hy/java/uct/umlrecog/sddetector/MessageDetector.java @@ -19,6 +19,7 @@ import org.opencv.imgproc.Imgproc; import com.hy.java.uct.umlrecog.cddetector.ClassRelationDetector; import com.hy.java.uct.umlrecog.util.ImgProcessor; import com.hy.java.uct.umlrecog.util.Line; +import com.hy.java.uct.umlrecog.util.Message; import com.hy.java.uct.umlrecog.util.PolygonalLine; import com.hy.java.uct.umlrecog.util.Relation; import com.hy.java.uct.umlrecog.util.UMLClass; @@ -28,34 +29,33 @@ import com.hy.java.utility.common.Pair; public class MessageDetector { private String cd_path = null; private String temp_res_path = null; - private Pair> classes_in_cd = null; - private Pair> result = null; + private Pair> classes_in_cd = null; + private Pair> result = null; public MessageDetector(String repo_cd_path, Pair> objects) { this.cd_path = repo_cd_path; this.temp_res_path = cd_path.replaceAll(cd_path.substring(cd_path.lastIndexOf("\\") + 1, cd_path.lastIndexOf(".")), "temp result"); - // 这句需要改成List - // this.classes_in_cd = objects; + this.classes_in_cd = objects; } public void recog() { // 先检测实线。检测结果需借助类的位置关系、去除“单纯的线” - Set solid_lines = detectLines(classes_in_cd, 0.0504, true); + Set solid_lines = detectLines(classes_in_cd, 0.0504, true); // 再检测虚线。虚线检测除了间隔设置与实线不同外，其他完全一样 - Set dash_lines = detectLines(classes_in_cd, 0.0504, false); + Set dash_lines = detectLines(classes_in_cd, 0.0504, false); // 再检测关系类型检测。由于会遍历所有关系，所以顺便将关系存在classes_in_cd中每个UMLClass的关系列表中 result = detectRelationType(classes_in_cd, solid_lines, dash_lines, 0.0001); } - private Set detectLines(Pair> classes_in_cd, double ratio, boolean detect_solid) { - Set result = new HashSet<>(); + private Set detectLines(Pair> classes_in_cd2, double ratio, boolean detect_solid) { + Set result = new HashSet<>(); if (detect_solid) { System.out.println("开始识别" + cd_path + "中的实线"); } else { System.out.println("开始识别" + cd_path + "中的虚线"); } - Mat cls_diagram = classes_in_cd.getLeft(); - List UML_classes = classes_in_cd.getRight(); + Mat cls_diagram = classes_in_cd2.getLeft(); + List UML_classes = classes_in_cd2.getRight(); /* * 先检测边缘，然后从边缘集中初步检测“原始直线” */ @@ -142,9 +142,9 @@ public class MessageDetector { * 针对每条候选关系线，计算每个类方框的4根边框线，看哪个边框线与当前候选关系线相交（允许一定像素的误差），则认为这条线确实是关系线，且属于相交的类 */ for (PolygonalLine pl : poly_lines) { - Relation rela = new Relation(pl); + Message rela = new Message(pl); // 对pl.pt1和pl.pt2，需要将其延直线方向延长一点，检查延长后的端点。 - for (UMLClass uml_class : UML_classes) { + for (UMLObject uml_class : UML_classes) { // 检查延长后的端点 if (uml_class.whole.contains(ImgProcessor.reachPt(pl.pt1, pl.l1, 35, false))) { // 暂时将与pt1相近的类记为source、与pt2相近的类为target，后面识别出符号来后再调 @@ -164,7 +164,7 @@ public class MessageDetector { */ if (detect_solid) { // 实线识别结果 - for (Relation rela : result) { + for (Message rela : result) { // 两端坐标 // System.out.println("(" + rela.poly_line.pt1.x + ", " + rela.poly_line.pt1.y + ")" + "(" + rela.poly_line.pt2.x + ", " + rela.poly_line.pt2.y + ")"); // 在图中抹掉已识别的线，防止干扰后续识别 @@ -178,7 +178,7 @@ public class MessageDetector { System.out.println("完成对" + cd_path + "中的实线识别，共" + result.size() + "条"); } else { // 虚线识别结果 - for (Relation rela : result) { + for (Message rela : result) { // 两端坐标 // System.out.println("(" + rela.poly_line.pt1.x + ", " + rela.poly_line.pt1.y + ")" + "(" + rela.poly_line.pt2.x + ", " + rela.poly_line.pt2.y + ")"); // 在图中抹掉已识别的线，防止干扰后续识别 @@ -332,15 +332,15 @@ public class MessageDetector { /** * 识别关系符号，并根据关系符号与关系线端点的位置关系更新关系线的source和target * - * @param classes_in_cd + * @param classes_in_cd2 * @param dash_lines * @param solid_lines * @param dash_lines * @return */ - private Pair> detectRelationType(Pair> classes_in_cd, Set solid_lines, Set dash_lines, double ratio) { + private Pair> detectRelationType(Pair> classes_in_cd2, Set solid_lines, Set dash_lines, double ratio) { System.out.println("开始识别" + cd_path + "中所有关系符号"); - Mat cls_diagram = classes_in_cd.getLeft(); + Mat cls_diagram = classes_in_cd2.getLeft(); Mat origin_cls_diagram = Imgcodecs.imread(cd_path, Imgcodecs.IMREAD_GRAYSCALE); /* * 识别图中所有“轮廓”并存在contours中 @@ -374,7 +374,7 @@ public class MessageDetector { // 如果包络矩形包含某一条关系线的某一端，则检测该矩形内的符号 // 对于虚线，由于只可能是实现或生命线，所以只需要知道是否包含即可，不用检测矩形内部图形。belong_to_dash_rela为true表示当前关系符号属于某条虚线关系线 boolean belong_to_dash_rela = false; - for (Relation dash_rela : dash_lines) { + for (Message dash_rela : dash_lines) { // 如果dash_rela.source_pt_index != -1，则说明该dash_rela已经与某一包络矩形检测并对应上了，则跳过 if (dash_rela.source_pt_index != -1) { continue; @@ -386,7 +386,7 @@ public class MessageDetector { belong_to_dash_rela = true; // 重新设置虚线的source和target。由于目前虚线的端点pt1必须对应target类，所以如果虚线的原source类对应了pt1，则需对换source和target if (dash_rela.source.whole.contains(ImgProcessor.reachPt(dash_rela.poly_line.pt1, dash_rela.poly_line.l1, 35, false))) { - UMLClass temp = dash_rela.source; + UMLObject temp = dash_rela.source; dash_rela.source = dash_rela.target; dash_rela.target = temp; } @@ -401,7 +401,7 @@ public class MessageDetector { belong_to_dash_rela = true; // 重新设置虚线的source和target。由于目前虚线的端点pt2必须对应target类，所以如果虚线的原source类对应了pt2，则需对换source和target if (dash_rela.source.whole.contains(ImgProcessor.reachPt(dash_rela.poly_line.pt2, dash_rela.poly_line.l2, 35, false))) { - UMLClass temp = dash_rela.source; + UMLObject temp = dash_rela.source; dash_rela.source = dash_rela.target; dash_rela.target = temp; } @@ -416,7 +416,7 @@ public class MessageDetector { // 如果该关系符号不属于任何虚线关系，则检测其是否属于某实线关系 if (!belong_to_dash_rela) { // 对于实线，需检测矩形内部图形，识别继承、聚合 - for (Relation solid_rela : solid_lines) { + for (Message solid_rela : solid_lines) { // 如果solid_line.source_pt_index != -1，则说明该solid_line已经与某一包络矩形检测并对应上了，则跳过 if (solid_rela.source_pt_index != -1) { continue; @@ -430,7 +430,7 @@ public class MessageDetector { belong_to_this_solid_rela = true; // 重新设置虚线的source和target。由于目前虚线的端点pt1必须对应target类，所以如果虚线的原source类对应了pt1，则需对换source和target if (solid_rela.source.whole.contains(ImgProcessor.reachPt(solid_rela.poly_line.pt1, solid_rela.poly_line.l1, 35, false))) { - UMLClass temp = solid_rela.source; + UMLObject temp = solid_rela.source; solid_rela.source = solid_rela.target; solid_rela.target = temp; } @@ -440,7 +440,7 @@ public class MessageDetector { belong_to_this_solid_rela = true; // 重新设置虚线的source和target。由于目前虚线的端点pt2必须对应target类，所以如果虚线的原source类对应了pt2，则需对换source和target if (solid_rela.source.whole.contains(ImgProcessor.reachPt(solid_rela.poly_line.pt2, solid_rela.poly_line.l2, 35, false))) { - UMLClass temp = solid_rela.source; + UMLObject temp = solid_rela.source; solid_rela.source = solid_rela.target; solid_rela.target = temp; } @@ -499,7 +499,7 @@ public class MessageDetector { } } System.out.println("完成对" + cd_path + "中识别关系符号的识别。"); - return classes_in_cd; + return classes_in_cd2; } public Pair> getResult() { diff --git a/src/main/java/com/hy/java/uct/umlrecog/sddetector/ObjectDetector.java b/src/main/java/com/hy/java/uct/umlrecog/sddetector/ObjectDetector.java index e16b9ae..2bb03b7 100644 --- a/src/main/java/com/hy/java/uct/umlrecog/sddetector/ObjectDetector.java +++ b/src/main/java/com/hy/java/uct/umlrecog/sddetector/ObjectDetector.java @@ -3,7 +3,6 @@ package com.hy.java.uct.umlrecog.sddetector; import java.io.File; import java.util.ArrayList; import java.util.Comparator; -import java.util.HashSet; import java.util.List; import org.opencv.core.Mat; @@ -168,10 +167,9 @@ public class ObjectDetector { if (j == 0) { // 只保留纵坐标最靠上的矩形 result.add(temp_result.get(similar_ys.get(j))); - } else { - // 舍去其他所有矩形 - temp_result.get(similar_ys.get(j)).should_be_del = true; } + // 舍去其他所有矩形。注意此时也应将本次添加的矩形舍去，防止重复记录 + temp_result.get(similar_ys.get(j)).should_be_del = true; } } diff --git a/src/main/java/com/hy/java/uct/umlrecog/util/Message.java b/src/main/java/com/hy/java/uct/umlrecog/util/Message.java index 1256f11..11839b3 100644 --- a/src/main/java/com/hy/java/uct/umlrecog/util/Message.java +++ b/src/main/java/com/hy/java/uct/umlrecog/util/Message.java @@ -2,4 +2,13 @@ package com.hy.java.uct.umlrecog.util; public class Message { + public UMLObject source; + public UMLObject target; + public PolygonalLine poly_line; + public int source_pt_index; + public String type; + + public Message(PolygonalLine pl) { + // TODO Auto-generated constructor stub + } } diff --git a/src/main/resources/sd/temp result.png b/src/main/resources/sd/temp result.png index 3cc0e396490415388d4d76ec0844f5f4f47cad8d..1ef080a10df209c77528f0b59c0138ee0be7f8d2 100644 GIT binary patch literal 90 zcmeAS@N?(olHy`uVBq!ia0vp^kwDDO0VEjQp6vSqq!c|}978ljw;p6<1oD~`{@ULP iV>#AYm^4R19Zd0DVPR+7`pW4$NRy|lpUXO@geCx<+8CVx literal 665 zcmeAS@N?(olHy`uVBq!ia0vp^en4!<0VEg#w;s64z`&H?>EamT!MpaLug5h83HA^F zm9s=rqgS-vV)qc#^;Y@w;w+DTre2&?*B3`Nxs-rQiEL9nw&?{vnDF7TLPtVmhY64J ziU~YQN|LHGJhlT!H1z@{A zlu*q53Uu&x-F%+uyMmHLL)jbqfBs&zG3&$O+e&w5o^@kMYWXr}@6DD2Z_eG|2)niG zSi|ABt?T^~&IYu;tKd=+P<|4bnyb#Fy!0dEnpxHN-Y=>DTeD;tdv?k3V36tdmp7}K zC51kod%JhC?9xz%N6qiQYu^+;$q@DbO8!+@e@CGCFVD?npZUODyrSlNjo-f)Y->dN z&Zb}c5|_;wH~o3vWQa96%WAAr?=M?<^vSu;4u|*NS@k4w`$Ii3uVvjy+ Date: Fri, 5 Mar 2021 16:40:24 +0800 Subject: [PATCH 06/14] =?UTF-8?q?=E4=BB=8EMessageDetector=E7=9A=84133?= =?UTF-8?q?=E8=A1=8C=E5=BC=80=E5=A7=8B=EF=BC=8C=E6=A3=80=E6=B5=8B=E7=BA=BF?= =?UTF-8?q?=E4=B8=8E=E5=AF=B9=E8=B1=A1=E7=9A=84=E4=BD=8D=E7=BD=AE=E5=85=B3?= =?UTF-8?q?=E7=B3=BB=EF=BC=8C=E8=AE=BE=E7=BD=AE=E5=A5=BDsource=E3=80=81tar?= =?UTF-8?q?get=E5=8D=B3=E5=8F=AF?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../umlrecog/SequenceDiagramRecognizer.java | 4 +- .../cddetector/ClassRelationDetector.java | 2 +- .../umlrecog/sddetector/MessageDetector.java | 116 ++++++++++-------- .../hy/java/uct/umlrecog/util/Message.java | 2 +- .../hy/java/uct/umlrecog/util/UMLObject.java | 4 +- 5 files changed, 73 insertions(+), 55 deletions(-) diff --git a/src/main/java/com/hy/java/uct/umlrecog/SequenceDiagramRecognizer.java b/src/main/java/com/hy/java/uct/umlrecog/SequenceDiagramRecognizer.java index 02f2006..4093a0f 100644 --- a/src/main/java/com/hy/java/uct/umlrecog/SequenceDiagramRecognizer.java +++ b/src/main/java/com/hy/java/uct/umlrecog/SequenceDiagramRecognizer.java @@ -56,10 +56,10 @@ public class SequenceDiagramRecognizer { // 想想写的格式！！！！！！！！！ // 比如@、#、￥、%等分隔符等级 fe.write(UML_class.getTitle() + "@", true); - for (Message out_rel : UML_class.out_relas) { + for (Message out_rel : UML_class.out_msgs) { } - for (Message in_rel : UML_class.in_relas) { + for (Message in_rel : UML_class.in_msgs) { } } 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 bb0b412..7d91d77 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 @@ -40,7 +40,7 @@ public class ClassRelationDetector { Set solid_lines = detectLines(classes_in_cd, 0.0504, true); // 再检测虚线。虚线检测除了间隔设置与实线不同外，其他完全一样 Set dash_lines = detectLines(classes_in_cd, 0.0504, false); - // 再检测关系类型检测。由于会遍历所有关系，所以顺便将关系存在classes_in_cd中每个UMLClass的关系列表中 + // 再检测关系类型。由于会遍历所有关系，所以顺便将关系存在classes_in_cd中每个UMLClass的关系列表中 result = detectRelationType(classes_in_cd, solid_lines, dash_lines, 0.0001); } diff --git a/src/main/java/com/hy/java/uct/umlrecog/sddetector/MessageDetector.java b/src/main/java/com/hy/java/uct/umlrecog/sddetector/MessageDetector.java index 63513c4..7e9d0df 100644 --- a/src/main/java/com/hy/java/uct/umlrecog/sddetector/MessageDetector.java +++ b/src/main/java/com/hy/java/uct/umlrecog/sddetector/MessageDetector.java @@ -16,56 +16,53 @@ import org.opencv.core.Size; import org.opencv.imgcodecs.Imgcodecs; import org.opencv.imgproc.Imgproc; -import com.hy.java.uct.umlrecog.cddetector.ClassRelationDetector; import com.hy.java.uct.umlrecog.util.ImgProcessor; import com.hy.java.uct.umlrecog.util.Line; import com.hy.java.uct.umlrecog.util.Message; import com.hy.java.uct.umlrecog.util.PolygonalLine; -import com.hy.java.uct.umlrecog.util.Relation; -import com.hy.java.uct.umlrecog.util.UMLClass; import com.hy.java.uct.umlrecog.util.UMLObject; import com.hy.java.utility.common.Pair; public class MessageDetector { - private String cd_path = null; + private String sd_path = null; private String temp_res_path = null; - private Pair> classes_in_cd = null; + private Pair> objects_in_sd = null; private Pair> result = null; - public MessageDetector(String repo_cd_path, Pair> objects) { - this.cd_path = repo_cd_path; - this.temp_res_path = cd_path.replaceAll(cd_path.substring(cd_path.lastIndexOf("\\") + 1, cd_path.lastIndexOf(".")), "temp result"); - this.classes_in_cd = objects; + public MessageDetector(String repo_sd_path, Pair> objects) { + this.sd_path = repo_sd_path; + this.temp_res_path = sd_path.replaceAll(sd_path.substring(sd_path.lastIndexOf("\\") + 1, sd_path.lastIndexOf(".")), "temp result"); + this.objects_in_sd = objects; } public void recog() { - // 先检测实线。检测结果需借助类的位置关系、去除“单纯的线” - Set solid_lines = detectLines(classes_in_cd, 0.0504, true); + // 先检测实线。检测结果需借助对象的位置关系、去除“单纯的线” + Set solid_lines = detectLines(objects_in_sd, 0.0504, true); // 再检测虚线。虚线检测除了间隔设置与实线不同外，其他完全一样 - Set dash_lines = detectLines(classes_in_cd, 0.0504, false); - // 再检测关系类型检测。由于会遍历所有关系，所以顺便将关系存在classes_in_cd中每个UMLClass的关系列表中 - result = detectRelationType(classes_in_cd, solid_lines, dash_lines, 0.0001); + Set dash_lines = detectLines(objects_in_sd, 0.0504, false); + // 再检测消息内容。由于会遍历所有关系，所以顺便将关系存在objects_in_sd中每个UMLObject的关系列表中 + result = detectRelationType(objects_in_sd, solid_lines, dash_lines, 0.0001); } - private Set detectLines(Pair> classes_in_cd2, double ratio, boolean detect_solid) { + private Set detectLines(Pair> objects_in_sd, double ratio, boolean detect_solid) { Set result = new HashSet<>(); if (detect_solid) { - System.out.println("开始识别" + cd_path + "中的实线"); + System.out.println("开始识别" + sd_path + "中的实线"); } else { - System.out.println("开始识别" + cd_path + "中的虚线"); + System.out.println("开始识别" + sd_path + "中的虚线"); } - Mat cls_diagram = classes_in_cd2.getLeft(); - List UML_classes = classes_in_cd2.getRight(); + Mat sd_diagram = objects_in_sd.getLeft(); + List UML_objects = objects_in_sd.getRight(); /* * 先检测边缘，然后从边缘集中初步检测“原始直线” */ List line_segments = new ArrayList<>(); // 先检测边缘。然后从边缘集中检测直线 Mat edges = new Mat(); - Imgproc.Canny(cls_diagram, edges, 50, 50 * 3, 3, true); + Imgproc.Canny(sd_diagram, edges, 50, 50 * 3, 3, true); // 从边缘集中检测直线。膨胀（将线外面的空白区域膨胀）、腐蚀（让线侵蚀周围的空白区域），可以提高识别准确率 - Imgproc.dilate(cls_diagram, cls_diagram, Imgproc.getStructuringElement(Imgproc.MORPH_RECT, new Size(1.7, 1.7)), new Point(-1, -1), 2); - Imgproc.erode(cls_diagram, cls_diagram, Imgproc.getStructuringElement(Imgproc.MORPH_RECT, new Size(1, 1)), new Point(-1, -1), 1); + Imgproc.dilate(sd_diagram, sd_diagram, Imgproc.getStructuringElement(Imgproc.MORPH_RECT, new Size(1.7, 1.7)), new Point(-1, -1), 2); + Imgproc.erode(sd_diagram, sd_diagram, Imgproc.getStructuringElement(Imgproc.MORPH_RECT, new Size(1, 1)), new Point(-1, -1), 1); Mat lines = new Mat(); if (detect_solid) { // 实线检测时，“最小直线长度”与图像像素有关；“最大像素间隔”越小越接近实线 @@ -113,7 +110,8 @@ public class MessageDetector { for (int j = i + 1; j < current_size; j++) { Line other_line = line_segments.get(j); if (Line.Knear(line, other_line)) { - if (Line.ptNearPt(line.pt1, other_line.pt1, false, true, other_line) || Line.ptNearPt(line.pt1, other_line.pt2, false, true, other_line) || Line.ptNearPt(line.pt2, other_line.pt1, false, true, other_line) || Line.ptNearPt(line.pt2, other_line.pt2, false, true, other_line)) { + if (Line.ptNearPt(line.pt1, other_line.pt1, false, true, other_line) || Line.ptNearPt(line.pt1, other_line.pt2, false, true, other_line) + || Line.ptNearPt(line.pt2, other_line.pt1, false, true, other_line) || Line.ptNearPt(line.pt2, other_line.pt2, false, true, other_line)) { other_line.should_be_del = true; } } @@ -132,6 +130,20 @@ public class MessageDetector { } } } + /* + * 从这里开始。现在所有线已识别出来（需看一下效果） + * + * 之后检测线与对象的位置关系，设置好source、target即可 + * + * + * 可能不需要PolygonalLine这么麻烦的东西 + * + * ！！！！！！！！！！！！！！！！！！！！！！ + * + * ！！！！！！！！！！！！！！！！！！！！！！ + * + * ！！！！！！！！！！！！！！！！！！！！！！ + */ /* * 对所有实线，将可能的“折线”识别并合并。合并为折线的直线，其belonged_polygonal_line会标识其所属折线 */ @@ -144,7 +156,7 @@ public class MessageDetector { for (PolygonalLine pl : poly_lines) { Message rela = new Message(pl); // 对pl.pt1和pl.pt2，需要将其延直线方向延长一点，检查延长后的端点。 - for (UMLObject uml_class : UML_classes) { + for (UMLObject uml_class : UML_objects) { // 检查延长后的端点 if (uml_class.whole.contains(ImgProcessor.reachPt(pl.pt1, pl.l1, 35, false))) { // 暂时将与pt1相近的类记为source、与pt2相近的类为target，后面识别出符号来后再调 @@ -166,30 +178,32 @@ public class MessageDetector { // 实线识别结果 for (Message rela : result) { // 两端坐标 - // System.out.println("(" + rela.poly_line.pt1.x + ", " + rela.poly_line.pt1.y + ")" + "(" + rela.poly_line.pt2.x + ", " + rela.poly_line.pt2.y + ")"); + // System.out.println("(" + rela.poly_line.pt1.x + ", " + rela.poly_line.pt1.y + ")" + "(" + rela.poly_line.pt2.x + ", " + rela.poly_line.pt2.y + + // ")"); // 在图中抹掉已识别的线，防止干扰后续识别 for (Line segment : rela.poly_line.line_list) { - Imgproc.line(cls_diagram, segment.pt1, segment.pt2, new Scalar(255, 255, 255), 5); + Imgproc.line(sd_diagram, segment.pt1, segment.pt2, new Scalar(255, 255, 255), 5); } // 看一眼。看结果相当于把抹掉的线再画出来，会影响后续识别，所以看完就注释掉 // Imgproc.line(cls_diagram, rela.poly_line.pt1, rela.poly_line.pt2, new Scalar(55, 55, 55), 5); } - Imgcodecs.imwrite(temp_res_path, cls_diagram); - System.out.println("完成对" + cd_path + "中的实线识别，共" + result.size() + "条"); + Imgcodecs.imwrite(temp_res_path, sd_diagram); + System.out.println("完成对" + sd_path + "中的实线识别，共" + result.size() + "条"); } else { // 虚线识别结果 for (Message rela : result) { // 两端坐标 - // System.out.println("(" + rela.poly_line.pt1.x + ", " + rela.poly_line.pt1.y + ")" + "(" + rela.poly_line.pt2.x + ", " + rela.poly_line.pt2.y + ")"); + // System.out.println("(" + rela.poly_line.pt1.x + ", " + rela.poly_line.pt1.y + ")" + "(" + rela.poly_line.pt2.x + ", " + rela.poly_line.pt2.y + + // ")"); // 在图中抹掉已识别的线，防止干扰后续识别 for (Line segment : rela.poly_line.line_list) { - Imgproc.line(cls_diagram, segment.pt1, segment.pt2, new Scalar(255, 255, 255), 5); + Imgproc.line(sd_diagram, segment.pt1, segment.pt2, new Scalar(255, 255, 255), 5); } // 看一眼。看结果相当于把抹掉的线再画出来，会影响后续识别，所以看完就注释掉 // Imgproc.line(cls_diagram, rela.poly_line.pt1, rela.poly_line.pt2, new Scalar(55, 55, 55), 5); } - Imgcodecs.imwrite(temp_res_path, cls_diagram); - System.out.println("完成对" + cd_path + "中的虚线识别，共" + result.size() + "条"); + Imgcodecs.imwrite(temp_res_path, sd_diagram); + System.out.println("完成对" + sd_path + "中的虚线识别，共" + result.size() + "条"); } return result; } @@ -339,9 +353,9 @@ public class MessageDetector { * @return */ private Pair> detectRelationType(Pair> classes_in_cd2, Set solid_lines, Set dash_lines, double ratio) { - System.out.println("开始识别" + cd_path + "中所有关系符号"); + System.out.println("开始识别" + sd_path + "中所有关系符号"); Mat cls_diagram = classes_in_cd2.getLeft(); - Mat origin_cls_diagram = Imgcodecs.imread(cd_path, Imgcodecs.IMREAD_GRAYSCALE); + Mat origin_cls_diagram = Imgcodecs.imread(sd_path, Imgcodecs.IMREAD_GRAYSCALE); /* * 识别图中所有“轮廓”并存在contours中 */ @@ -391,12 +405,13 @@ public class MessageDetector { dash_rela.target = temp; } dash_rela.source_pt_index = 2; - dash_rela.type = "实现"; + dash_rela.msg = "实现"; // 记录当前关系到UMLClass里 - dash_rela.source.out_relas.add(dash_rela); - dash_rela.target.in_relas.add(dash_rela); + dash_rela.source.out_msgs.add(dash_rela); + dash_rela.target.in_msgs.add(dash_rela); break; - } else if (rect_containing_rela_type.contains(dash_rela.poly_line.pt2) || rect_containing_rela_type.contains(ImgProcessor.reachPt(dash_rela.poly_line.pt2, dash_rela.poly_line.l2, 5, false)) + } else if (rect_containing_rela_type.contains(dash_rela.poly_line.pt2) + || rect_containing_rela_type.contains(ImgProcessor.reachPt(dash_rela.poly_line.pt2, dash_rela.poly_line.l2, 5, false)) || rect_containing_rela_type.contains(ImgProcessor.reachPt(dash_rela.poly_line.pt2, dash_rela.poly_line.l2, 5, true))) { belong_to_dash_rela = true; // 重新设置虚线的source和target。由于目前虚线的端点pt2必须对应target类，所以如果虚线的原source类对应了pt2，则需对换source和target @@ -406,10 +421,10 @@ public class MessageDetector { dash_rela.target = temp; } dash_rela.source_pt_index = 1; - dash_rela.type = "实现"; + dash_rela.msg = "实现"; // 记录当前关系到UMLClass里 - dash_rela.source.out_relas.add(dash_rela); - dash_rela.target.in_relas.add(dash_rela); + dash_rela.source.out_msgs.add(dash_rela); + dash_rela.target.in_msgs.add(dash_rela); break; } } @@ -424,7 +439,8 @@ public class MessageDetector { // 记录该包络矩形是否属于当前实线关系线solid_rela。如果是的话，再去检测矩形内图形 boolean belong_to_this_solid_rela = false; // 方法同对dash_rela的检测。对线的每个端点，检查其本身、延伸、反向延伸这三个点是否被包含于包络矩形中。 - if (rect_containing_rela_type.contains(solid_rela.poly_line.pt1) || rect_containing_rela_type.contains(ImgProcessor.reachPt(solid_rela.poly_line.pt1, solid_rela.poly_line.l1, 5, false)) + if (rect_containing_rela_type.contains(solid_rela.poly_line.pt1) + || rect_containing_rela_type.contains(ImgProcessor.reachPt(solid_rela.poly_line.pt1, solid_rela.poly_line.l1, 5, false)) || rect_containing_rela_type.contains(ImgProcessor.reachPt(solid_rela.poly_line.pt1, solid_rela.poly_line.l1, 5, true))) { // 包络矩形确实包含关系线的端点pt1 belong_to_this_solid_rela = true; @@ -435,7 +451,8 @@ public class MessageDetector { solid_rela.target = temp; } solid_rela.source_pt_index = 2; - } else if (rect_containing_rela_type.contains(solid_rela.poly_line.pt2) || rect_containing_rela_type.contains(ImgProcessor.reachPt(solid_rela.poly_line.pt2, solid_rela.poly_line.l2, 5, false)) + } else if (rect_containing_rela_type.contains(solid_rela.poly_line.pt2) + || rect_containing_rela_type.contains(ImgProcessor.reachPt(solid_rela.poly_line.pt2, solid_rela.poly_line.l2, 5, false)) || rect_containing_rela_type.contains(ImgProcessor.reachPt(solid_rela.poly_line.pt2, solid_rela.poly_line.l2, 5, true))) { belong_to_this_solid_rela = true; // 重新设置虚线的source和target。由于目前虚线的端点pt2必须对应target类，所以如果虚线的原source类对应了pt2，则需对换source和target @@ -477,7 +494,8 @@ public class MessageDetector { target_line = solid_rela.poly_line.l2; } // 如果rect_possible_containing_ext包含当前关系线solid_rela的target端点或延长，则就是继承关系了 - if (rect_possible_containing_ext.contains(target_point) || rect_possible_containing_ext.contains(ImgProcessor.reachPt(target_point, target_line, 5, false)) || rect_possible_containing_ext.contains(ImgProcessor.reachPt(target_point, target_line, 5, true))) { + if (rect_possible_containing_ext.contains(target_point) || rect_possible_containing_ext.contains(ImgProcessor.reachPt(target_point, target_line, 5, false)) + || rect_possible_containing_ext.contains(ImgProcessor.reachPt(target_point, target_line, 5, true))) { type = "继承"; } /* @@ -487,10 +505,10 @@ public class MessageDetector { // Imgcodecs.imwrite(temp_res_path, cutted_origin_rela_type_area); } } - solid_rela.type = type; + solid_rela.msg = type; // 记录当前关系到result里 - solid_rela.source.out_relas.add(solid_rela); - solid_rela.target.in_relas.add(solid_rela); + solid_rela.source.out_msgs.add(solid_rela); + solid_rela.target.in_msgs.add(solid_rela); // 检测完符号类别后，对当前区域就算检测完了，不用再检测其他实线了 break; } @@ -498,11 +516,11 @@ public class MessageDetector { // 如果运行到这儿（检测完符号类别后break会直接到这儿），说明对当前区域的包络矩形与实线之间的检测完毕。相当于对当前区域检测完毕，开始检测下一个区域 } } - System.out.println("完成对" + cd_path + "中识别关系符号的识别。"); + System.out.println("完成对" + sd_path + "中识别关系符号的识别。"); return classes_in_cd2; } public Pair> getResult() { - return null; + return result; } } diff --git a/src/main/java/com/hy/java/uct/umlrecog/util/Message.java b/src/main/java/com/hy/java/uct/umlrecog/util/Message.java index 11839b3..694dcfd 100644 --- a/src/main/java/com/hy/java/uct/umlrecog/util/Message.java +++ b/src/main/java/com/hy/java/uct/umlrecog/util/Message.java @@ -6,7 +6,7 @@ public class Message { public UMLObject target; public PolygonalLine poly_line; public int source_pt_index; - public String type; + public String msg; public Message(PolygonalLine pl) { // TODO Auto-generated constructor stub diff --git a/src/main/java/com/hy/java/uct/umlrecog/util/UMLObject.java b/src/main/java/com/hy/java/uct/umlrecog/util/UMLObject.java index ac33f30..8b8ff11 100644 --- a/src/main/java/com/hy/java/uct/umlrecog/util/UMLObject.java +++ b/src/main/java/com/hy/java/uct/umlrecog/util/UMLObject.java @@ -12,8 +12,8 @@ public class UMLObject { */ public Rectangle whole; private String title; - public List out_relas; - public List in_relas; + public List out_msgs; + public List in_msgs; public String getTitle() { return title; -- Gitee From 9f67c25c920147c283dcd765d5fdec2b1423686a Mon Sep 17 00:00:00 2001 From: origin Date: Mon, 8 Mar 2021 11:38:20 +0800 Subject: [PATCH 07/14] =?UTF-8?q?=E7=B1=BB=E5=9B=BE=E5=B0=8F=E4=BF=AE?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../cddetector/ClassRelationDetector.java | 2 +- src/main/resources/cd/Salaboy_smart-tasks.txt | 1109 +---------------- 2 files changed, 11 insertions(+), 1100 deletions(-) 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 7d91d77..0e440a4 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 @@ -445,7 +445,7 @@ public class ClassRelationDetector { } // 目前该关系符号确实属于当前实线关系solid_rela，所以需检查其是聚合还是继承 if (belong_to_this_solid_rela) { - String type = "聚合"; + String type = "依赖"; // 裁剪原图中包含关系符号的矩形区域 Mat cutted_origin_rela_type_area = ImgProcessor.cutImage(origin_cls_diagram, rect_containing_rela_type); Imgproc.erode(cutted_origin_rela_type_area, cutted_origin_rela_type_area, Imgproc.getStructuringElement(Imgproc.MORPH_RECT, new Size(2, 2)), new Point(-1, -1), 2); diff --git a/src/main/resources/cd/Salaboy_smart-tasks.txt b/src/main/resources/cd/Salaboy_smart-tasks.txt index d5ce72e..abc6e87 100644 --- a/src/main/resources/cd/Salaboy_smart-tasks.txt +++ b/src/main/resources/cd/Salaboy_smart-tasks.txt @@ -4,7 +4,7 @@ JBPMSMinaHumanTaskClientConfiguration %JBPMSHUmanTaskServiceOperations %实现￥JBPMSMinaHumanTaskClientConfiguration %JBPMSHUmanTaskClientConfiguration -%聚合￥#JBPMSHUmanTaskServiceOperations +%依赖￥#JBPMSHUmanTaskServiceOperations @taskClient : TaskClient configuration : JEPMSHumanTaskClientConfiguration @JBPMSHumanTaskServiceOperations(configuration : JBPMSHumanTaskClientConfiguration) @@ -21,7 +21,7 @@ HumanTaskservice %实现￥= HumanTaskServiceOperations %HumanTaskServicelmpl -%聚合￥#JBPMSHUmanTaskClientConfiguration +%依赖￥#JBPMSHUmanTaskClientConfiguration @port : String host : String @JBPMSHumanTaskClientConfiguration(port : String,host : String) @@ -30,14 +30,14 @@ host : String HumanTaskclientConfiguration %实现￥JBPMSMinaHumanTaskClientConfiguration %JBPMSHUmanTaskClientConfiguration -%聚合￥#==interface=: +%依赖￥#==interface=: HumanTaskservice @getTaskOperations() : Map @null@==interface=: HumanTaskservice %= HumanTaskServiceOperations -%聚合￥HumanTaskServicelmpl +%依赖￥HumanTaskServicelmpl %==interface=: HumanTaskservice %实现￥#< @@ -50,7 +50,7 @@ HumanTaskServiceOperations %实现￥< HumanTaskclientConfiguration %HumanTaskServiceConfiguration -%聚合￥JBPMSHUmanTaskClientConfiguration +%依赖￥JBPMSHUmanTaskClientConfiguration %< HumanTaskclientConfiguration %实现￥#= @@ -59,11 +59,11 @@ HumanTaskServiceOperations @null@= HumanTaskServiceOperations %HumanTaskServicelmpl -%聚合￥= +%依赖￥= HumanTaskServiceOperations %= TaskOperations -%聚合￥JBPMSHUmanTaskServiceOperations +%依赖￥JBPMSHUmanTaskServiceOperations %= HumanTaskServiceOperations %实现￥< @@ -74,14 +74,14 @@ HumanTaskServiceOperations HumanTaskservice %= HumanTaskServiceOperations -%聚合￥#HumanTaskServiceConfiguration +%依赖￥#HumanTaskServiceConfiguration @clientConfs : Map @addHumanTaskClientConfiguration(name : String,client : HumanTaskclientConfiguration) getHumarTaskClientConfigurations() : Map @< HumanTaskclientConfiguration %HumanTaskServiceConfiguration -%聚合￥#= +%依赖￥#= TaskOperations @getMyTaskabstracts(taskType : String) : TTaskAbstract geyMyTasks(taskType : String) : TTask @@ -97,1093 +97,4 @@ complete(id : String,data : Object) HumanTaskServiceOperations %= TaskOperations -%聚合￥#JBPMSMinaHumanTaskClientConfiguration -@@getServiceOperationsimplementation() : HumanTaskServiceOperations -@JBPMSMinaHumanTaskClientConfiguration -%JBPMSHUmanTaskServiceOperations -%实现￥JBPMSMinaHumanTaskClientConfiguration -%JBPMSHUmanTaskClientConfiguration -%聚合￥#JBPMSHUmanTaskServiceOperations -@taskClient : TaskClient -configuration : JEPMSHumanTaskClientConfiguration -@JBPMSHumanTaskServiceOperations(configuration : JBPMSHumanTaskClientConfiguration) -@JBPMSHUmanTaskServiceOperations -%= -HumanTaskServiceOperations -%实现￥JBPMSMinaHumanTaskClientConfiguration -%JBPMSHUmanTaskServiceOperations -%实现￥#HumanTaskServicelmpl -@taskOperations : Map -@@HumanTaskServicelmpl -%==interface=: -HumanTaskservice -%实现￥= -HumanTaskServiceOperations -%HumanTaskServicelmpl -%聚合￥#JBPMSHUmanTaskClientConfiguration -@port : String -host : String -@JBPMSHumanTaskClientConfiguration(port : String,host : String) -@JBPMSHUmanTaskClientConfiguration -%< -HumanTaskclientConfiguration -%实现￥JBPMSMinaHumanTaskClientConfiguration -%JBPMSHUmanTaskClientConfiguration -%聚合￥#==interface=: -HumanTaskservice -@getTaskOperations() : Map -@null@==interface=: -HumanTaskservice -%= -HumanTaskServiceOperations -%聚合￥HumanTaskServicelmpl -%==interface=: -HumanTaskservice -%实现￥#< -HumanTaskclientConfiguration -@getServiceOperationsimplementation() : HumanTaskServiceOperations -@null@< -HumanTaskclientConfiguration -%= -HumanTaskServiceOperations -%实现￥< -HumanTaskclientConfiguration -%HumanTaskServiceConfiguration -%聚合￥JBPMSHUmanTaskClientConfiguration -%< -HumanTaskclientConfiguration -%实现￥#= -HumanTaskServiceOperations -@getTaskOriginatorType(Taskid : String) : String -@null@= -HumanTaskServiceOperations -%HumanTaskServicelmpl -%聚合￥= -HumanTaskServiceOperations -%= -TaskOperations -%聚合￥JBPMSHUmanTaskServiceOperations -%= -HumanTaskServiceOperations -%实现￥< -HumanTaskclientConfiguration -%= -HumanTaskServiceOperations -%实现￥==interface=: -HumanTaskservice -%= -HumanTaskServiceOperations -%聚合￥#HumanTaskServiceConfiguration -@clientConfs : Map -@addHumanTaskClientConfiguration(name : String,client : HumanTaskclientConfiguration) -getHumarTaskClientConfigurations() : Map -@< -HumanTaskclientConfiguration -%HumanTaskServiceConfiguration -%聚合￥#= -TaskOperations -@getMyTaskabstracts(taskType : String) : TTaskAbstract -geyMyTasks(taskType : String) : TTask - -getTaskinfoid : String) : TTask - -claimfid : String) - -start(id : String) - -complete(id : String,data : Object) -@@= -HumanTaskServiceOperations -%= -TaskOperations -%聚合￥#JBPMSMinaHumanTaskClientConfiguration -@@getServiceOperationsimplementation() : HumanTaskServiceOperations -@JBPMSMinaHumanTaskClientConfiguration -%JBPMSHUmanTaskServiceOperations -%实现￥JBPMSMinaHumanTaskClientConfiguration -%JBPMSHUmanTaskClientConfiguration -%聚合￥#JBPMSHUmanTaskServiceOperations -@taskClient : TaskClient -configuration : JEPMSHumanTaskClientConfiguration -@JBPMSHumanTaskServiceOperations(configuration : JBPMSHumanTaskClientConfiguration) -@JBPMSHUmanTaskServiceOperations -%= -HumanTaskServiceOperations -%实现￥JBPMSMinaHumanTaskClientConfiguration -%JBPMSHUmanTaskServiceOperations -%实现￥#HumanTaskServicelmpl -@taskOperations : Map -@@HumanTaskServicelmpl -%==interface=: -HumanTaskservice -%实现￥= -HumanTaskServiceOperations -%HumanTaskServicelmpl -%聚合￥#JBPMSHUmanTaskClientConfiguration -@port : String -host : String -@JBPMSHumanTaskClientConfiguration(port : String,host : String) -@JBPMSHUmanTaskClientConfiguration -%< -HumanTaskclientConfiguration -%实现￥JBPMSMinaHumanTaskClientConfiguration -%JBPMSHUmanTaskClientConfiguration -%聚合￥#==interface=: -HumanTaskservice -@getTaskOperations() : Map -@null@==interface=: -HumanTaskservice -%= -HumanTaskServiceOperations -%聚合￥HumanTaskServicelmpl -%==interface=: -HumanTaskservice -%实现￥#< -HumanTaskclientConfiguration -@getServiceOperationsimplementation() : HumanTaskServiceOperations -@null@< -HumanTaskclientConfiguration -%= -HumanTaskServiceOperations -%实现￥< -HumanTaskclientConfiguration -%HumanTaskServiceConfiguration -%聚合￥JBPMSHUmanTaskClientConfiguration -%< -HumanTaskclientConfiguration -%实现￥#= -HumanTaskServiceOperations -@getTaskOriginatorType(Taskid : String) : String -@null@= -HumanTaskServiceOperations -%HumanTaskServicelmpl -%聚合￥= -HumanTaskServiceOperations -%= -TaskOperations -%聚合￥JBPMSHUmanTaskServiceOperations -%= -HumanTaskServiceOperations -%实现￥< -HumanTaskclientConfiguration -%= -HumanTaskServiceOperations -%实现￥==interface=: -HumanTaskservice -%= -HumanTaskServiceOperations -%聚合￥#HumanTaskServiceConfiguration -@clientConfs : Map -@addHumanTaskClientConfiguration(name : String,client : HumanTaskclientConfiguration) -getHumarTaskClientConfigurations() : Map -@< -HumanTaskclientConfiguration -%HumanTaskServiceConfiguration -%聚合￥#= -TaskOperations -@getMyTaskabstracts(taskType : String) : TTaskAbstract -geyMyTasks(taskType : String) : TTask - -getTaskinfoid : String) : TTask - -claimfid : String) - -start(id : String) - -complete(id : String,data : Object) -@@= -HumanTaskServiceOperations -%= -TaskOperations -%聚合￥#JBPMSMinaHumanTaskClientConfiguration -@@getServiceOperationsimplementation() : HumanTaskServiceOperations -@JBPMSMinaHumanTaskClientConfiguration -%JBPMSHUmanTaskServiceOperations -%实现￥JBPMSMinaHumanTaskClientConfiguration -%JBPMSHUmanTaskClientConfiguration -%聚合￥#JBPMSHUmanTaskServiceOperations -@taskClient : TaskClient -configuration : JEPMSHumanTaskClientConfiguration -@JBPMSHumanTaskServiceOperations(configuration : JBPMSHumanTaskClientConfiguration) -@JBPMSHUmanTaskServiceOperations -%= -HumanTaskServiceOperations -%实现￥JBPMSMinaHumanTaskClientConfiguration -%JBPMSHUmanTaskServiceOperations -%实现￥#HumanTaskServicelmpl -@taskOperations : Map -@@HumanTaskServicelmpl -%==interface=: -HumanTaskservice -%实现￥= -HumanTaskServiceOperations -%HumanTaskServicelmpl -%聚合￥#JBPMSHUmanTaskClientConfiguration -@port : String -host : String -@JBPMSHumanTaskClientConfiguration(port : String,host : String) -@JBPMSHUmanTaskClientConfiguration -%< -HumanTaskclientConfiguration -%实现￥JBPMSMinaHumanTaskClientConfiguration -%JBPMSHUmanTaskClientConfiguration -%聚合￥#==interface=: -HumanTaskservice -@getTaskOperations() : Map -@null@==interface=: -HumanTaskservice -%= -HumanTaskServiceOperations -%聚合￥HumanTaskServicelmpl -%==interface=: -HumanTaskservice -%实现￥#< -HumanTaskclientConfiguration -@getServiceOperationsimplementation() : HumanTaskServiceOperations -@null@< -HumanTaskclientConfiguration -%= -HumanTaskServiceOperations -%实现￥< -HumanTaskclientConfiguration -%HumanTaskServiceConfiguration -%聚合￥JBPMSHUmanTaskClientConfiguration -%< -HumanTaskclientConfiguration -%实现￥#= -HumanTaskServiceOperations -@getTaskOriginatorType(Taskid : String) : String -@null@= -HumanTaskServiceOperations -%HumanTaskServicelmpl -%聚合￥= -HumanTaskServiceOperations -%= -TaskOperations -%聚合￥JBPMSHUmanTaskServiceOperations -%= -HumanTaskServiceOperations -%实现￥< -HumanTaskclientConfiguration -%= -HumanTaskServiceOperations -%实现￥==interface=: -HumanTaskservice -%= -HumanTaskServiceOperations -%聚合￥#HumanTaskServiceConfiguration -@clientConfs : Map -@addHumanTaskClientConfiguration(name : String,client : HumanTaskclientConfiguration) -getHumarTaskClientConfigurations() : Map -@< -HumanTaskclientConfiguration -%HumanTaskServiceConfiguration -%聚合￥#= -TaskOperations -@getMyTaskabstracts(taskType : String) : TTaskAbstract -geyMyTasks(taskType : String) : TTask - -getTaskinfoid : String) : TTask - -claimfid : String) - -start(id : String) - -complete(id : String,data : Object) -@@= -HumanTaskServiceOperations -%= -TaskOperations -%聚合￥#JBPMSMinaHumanTaskClientConfiguration -@@getServiceOperationsimplementation() : HumanTaskServiceOperations -@JBPMSMinaHumanTaskClientConfiguration -%JBPMSHUmanTaskServiceOperations -%实现￥JBPMSMinaHumanTaskClientConfiguration -%JBPMSHUmanTaskClientConfiguration -%聚合￥#JBPMSHUmanTaskServiceOperations -@taskClient : TaskClient -configuration : JEPMSHumanTaskClientConfiguration -@JBPMSHumanTaskServiceOperations(configuration : JBPMSHumanTaskClientConfiguration) -@JBPMSHUmanTaskServiceOperations -%= -HumanTaskServiceOperations -%实现￥JBPMSMinaHumanTaskClientConfiguration -%JBPMSHUmanTaskServiceOperations -%实现￥#HumanTaskServicelmpl -@taskOperations : Map -@@HumanTaskServicelmpl -%==interface=: -HumanTaskservice -%实现￥= -HumanTaskServiceOperations -%HumanTaskServicelmpl -%聚合￥#JBPMSHUmanTaskClientConfiguration -@port : String -host : String -@JBPMSHumanTaskClientConfiguration(port : String,host : String) -@JBPMSHUmanTaskClientConfiguration -%< -HumanTaskclientConfiguration -%实现￥JBPMSMinaHumanTaskClientConfiguration -%JBPMSHUmanTaskClientConfiguration -%聚合￥#==interface=: -HumanTaskservice -@getTaskOperations() : Map -@null@==interface=: -HumanTaskservice -%= -HumanTaskServiceOperations -%聚合￥HumanTaskServicelmpl -%==interface=: -HumanTaskservice -%实现￥#< -HumanTaskclientConfiguration -@getServiceOperationsimplementation() : HumanTaskServiceOperations -@null@< -HumanTaskclientConfiguration -%= -HumanTaskServiceOperations -%实现￥< -HumanTaskclientConfiguration -%HumanTaskServiceConfiguration -%聚合￥JBPMSHUmanTaskClientConfiguration -%< -HumanTaskclientConfiguration -%实现￥#= -HumanTaskServiceOperations -@getTaskOriginatorType(Taskid : String) : String -@null@= -HumanTaskServiceOperations -%HumanTaskServicelmpl -%聚合￥= -HumanTaskServiceOperations -%= -TaskOperations -%聚合￥JBPMSHUmanTaskServiceOperations -%= -HumanTaskServiceOperations -%实现￥< -HumanTaskclientConfiguration -%= -HumanTaskServiceOperations -%实现￥==interface=: -HumanTaskservice -%= -HumanTaskServiceOperations -%聚合￥#HumanTaskServiceConfiguration -@clientConfs : Map -@addHumanTaskClientConfiguration(name : String,client : HumanTaskclientConfiguration) -getHumarTaskClientConfigurations() : Map -@< -HumanTaskclientConfiguration -%HumanTaskServiceConfiguration -%聚合￥#= -TaskOperations -@getMyTaskabstracts(taskType : String) : TTaskAbstract -geyMyTasks(taskType : String) : TTask - -getTaskinfoid : String) : TTask - -claimfid : String) - -start(id : String) - -complete(id : String,data : Object) -@@= -HumanTaskServiceOperations -%= -TaskOperations -%聚合￥#JBPMSMinaHumanTaskClientConfiguration -@@getServiceOperationsimplementation() : HumanTaskServiceOperations -@JBPMSMinaHumanTaskClientConfiguration -%JBPMSHUmanTaskServiceOperations -%实现￥JBPMSMinaHumanTaskClientConfiguration -%JBPMSHUmanTaskClientConfiguration -%聚合￥#JBPMSHUmanTaskServiceOperations -@taskClient : TaskClient -configuration : JEPMSHumanTaskClientConfiguration -@JBPMSHumanTaskServiceOperations(configuration : JBPMSHumanTaskClientConfiguration) -@JBPMSHUmanTaskServiceOperations -%= -HumanTaskServiceOperations -%实现￥JBPMSMinaHumanTaskClientConfiguration -%JBPMSHUmanTaskServiceOperations -%实现￥#HumanTaskServicelmpl -@taskOperations : Map -@@HumanTaskServicelmpl -%==interface=: -HumanTaskservice -%实现￥= -HumanTaskServiceOperations -%HumanTaskServicelmpl -%聚合￥#JBPMSHUmanTaskClientConfiguration -@port : String -host : String -@JBPMSHumanTaskClientConfiguration(port : String,host : String) -@JBPMSHUmanTaskClientConfiguration -%< -HumanTaskclientConfiguration -%实现￥JBPMSMinaHumanTaskClientConfiguration -%JBPMSHUmanTaskClientConfiguration -%聚合￥#==interface=: -HumanTaskservice -@getTaskOperations() : Map -@null@==interface=: -HumanTaskservice -%= -HumanTaskServiceOperations -%聚合￥HumanTaskServicelmpl -%==interface=: -HumanTaskservice -%实现￥#< -HumanTaskclientConfiguration -@getServiceOperationsimplementation() : HumanTaskServiceOperations -@null@< -HumanTaskclientConfiguration -%= -HumanTaskServiceOperations -%实现￥< -HumanTaskclientConfiguration -%HumanTaskServiceConfiguration -%聚合￥JBPMSHUmanTaskClientConfiguration -%< -HumanTaskclientConfiguration -%实现￥#= -HumanTaskServiceOperations -@getTaskOriginatorType(Taskid : String) : String -@null@= -HumanTaskServiceOperations -%HumanTaskServicelmpl -%聚合￥= -HumanTaskServiceOperations -%= -TaskOperations -%聚合￥JBPMSHUmanTaskServiceOperations -%= -HumanTaskServiceOperations -%实现￥< -HumanTaskclientConfiguration -%= -HumanTaskServiceOperations -%实现￥==interface=: -HumanTaskservice -%= -HumanTaskServiceOperations -%聚合￥#HumanTaskServiceConfiguration -@clientConfs : Map -@addHumanTaskClientConfiguration(name : String,client : HumanTaskclientConfiguration) -getHumarTaskClientConfigurations() : Map -@< -HumanTaskclientConfiguration -%HumanTaskServiceConfiguration -%聚合￥#= -TaskOperations -@getMyTaskabstracts(taskType : String) : TTaskAbstract -geyMyTasks(taskType : String) : TTask - -getTaskinfoid : String) : TTask - -claimfid : String) - -start(id : String) - -complete(id : String,data : Object) -@@= -HumanTaskServiceOperations -%= -TaskOperations -%聚合￥#JBPMSMinaHumanTaskClientConfiguration -@@getServiceOperationsimplementation() : HumanTaskServiceOperations -@JBPMSMinaHumanTaskClientConfiguration -%JBPMSHUmanTaskServiceOperations -%实现￥JBPMSMinaHumanTaskClientConfiguration -%JBPMSHUmanTaskClientConfiguration -%聚合￥#JBPMSHUmanTaskServiceOperations -@taskClient : TaskClient -configuration : JEPMSHumanTaskClientConfiguration -@JBPMSHumanTaskServiceOperations(configuration : JBPMSHumanTaskClientConfiguration) -@JBPMSHUmanTaskServiceOperations -%= -HumanTaskServiceOperations -%实现￥JBPMSMinaHumanTaskClientConfiguration -%JBPMSHUmanTaskServiceOperations -%实现￥#HumanTaskServicelmpl -@taskOperations : Map -@@HumanTaskServicelmpl -%==interface=: -HumanTaskservice -%实现￥= -HumanTaskServiceOperations -%HumanTaskServicelmpl -%聚合￥#JBPMSHUmanTaskClientConfiguration -@port : String -host : String -@JBPMSHumanTaskClientConfiguration(port : String,host : String) -@JBPMSHUmanTaskClientConfiguration -%< -HumanTaskclientConfiguration -%实现￥JBPMSMinaHumanTaskClientConfiguration -%JBPMSHUmanTaskClientConfiguration -%聚合￥#==interface=: -HumanTaskservice -@getTaskOperations() : Map -@null@==interface=: -HumanTaskservice -%= -HumanTaskServiceOperations -%聚合￥HumanTaskServicelmpl -%==interface=: -HumanTaskservice -%实现￥#< -HumanTaskclientConfiguration -@getServiceOperationsimplementation() : HumanTaskServiceOperations -@null@< -HumanTaskclientConfiguration -%= -HumanTaskServiceOperations -%实现￥< -HumanTaskclientConfiguration -%HumanTaskServiceConfiguration -%聚合￥JBPMSHUmanTaskClientConfiguration -%< -HumanTaskclientConfiguration -%实现￥#= -HumanTaskServiceOperations -@getTaskOriginatorType(Taskid : String) : String -@null@= -HumanTaskServiceOperations -%HumanTaskServicelmpl -%聚合￥= -HumanTaskServiceOperations -%= -TaskOperations -%聚合￥JBPMSHUmanTaskServiceOperations -%= -HumanTaskServiceOperations -%实现￥< -HumanTaskclientConfiguration -%= -HumanTaskServiceOperations -%实现￥==interface=: -HumanTaskservice -%= -HumanTaskServiceOperations -%聚合￥#HumanTaskServiceConfiguration -@clientConfs : Map -@addHumanTaskClientConfiguration(name : String,client : HumanTaskclientConfiguration) -getHumarTaskClientConfigurations() : Map -@< -HumanTaskclientConfiguration -%HumanTaskServiceConfiguration -%聚合￥#= -TaskOperations -@getMyTaskabstracts(taskType : String) : TTaskAbstract -geyMyTasks(taskType : String) : TTask - -getTaskinfoid : String) : TTask - -claimfid : String) - -start(id : String) - -complete(id : String,data : Object) -@@= -HumanTaskServiceOperations -%= -TaskOperations -%聚合￥#JBPMSMinaHumanTaskClientConfiguration -@@getServiceOperationsimplementation() : HumanTaskServiceOperations -@JBPMSMinaHumanTaskClientConfiguration -%JBPMSHUmanTaskServiceOperations -%实现￥JBPMSMinaHumanTaskClientConfiguration -%JBPMSHUmanTaskClientConfiguration -%聚合￥#JBPMSHUmanTaskServiceOperations -@taskClient : TaskClient -configuration : JEPMSHumanTaskClientConfiguration -@JBPMSHumanTaskServiceOperations(configuration : JBPMSHumanTaskClientConfiguration) -@JBPMSHUmanTaskServiceOperations -%= -HumanTaskServiceOperations -%实现￥JBPMSMinaHumanTaskClientConfiguration -%JBPMSHUmanTaskServiceOperations -%实现￥#HumanTaskServicelmpl -@taskOperations : Map -@@HumanTaskServicelmpl -%==interface=: -HumanTaskservice -%实现￥= -HumanTaskServiceOperations -%HumanTaskServicelmpl -%聚合￥#JBPMSHUmanTaskClientConfiguration -@port : String -host : String -@JBPMSHumanTaskClientConfiguration(port : String,host : String) -@JBPMSHUmanTaskClientConfiguration -%< -HumanTaskclientConfiguration -%实现￥JBPMSMinaHumanTaskClientConfiguration -%JBPMSHUmanTaskClientConfiguration -%聚合￥#==interface=: -HumanTaskservice -@getTaskOperations() : Map -@null@==interface=: -HumanTaskservice -%= -HumanTaskServiceOperations -%聚合￥HumanTaskServicelmpl -%==interface=: -HumanTaskservice -%实现￥#< -HumanTaskclientConfiguration -@getServiceOperationsimplementation() : HumanTaskServiceOperations -@null@< -HumanTaskclientConfiguration -%= -HumanTaskServiceOperations -%实现￥< -HumanTaskclientConfiguration -%HumanTaskServiceConfiguration -%聚合￥JBPMSHUmanTaskClientConfiguration -%< -HumanTaskclientConfiguration -%实现￥#= -HumanTaskServiceOperations -@getTaskOriginatorType(Taskid : String) : String -@null@= -HumanTaskServiceOperations -%HumanTaskServicelmpl -%聚合￥= -HumanTaskServiceOperations -%= -TaskOperations -%聚合￥JBPMSHUmanTaskServiceOperations -%= -HumanTaskServiceOperations -%实现￥< -HumanTaskclientConfiguration -%= -HumanTaskServiceOperations -%实现￥==interface=: -HumanTaskservice -%= -HumanTaskServiceOperations -%聚合￥#HumanTaskServiceConfiguration -@clientConfs : Map -@addHumanTaskClientConfiguration(name : String,client : HumanTaskclientConfiguration) -getHumarTaskClientConfigurations() : Map -@< -HumanTaskclientConfiguration -%HumanTaskServiceConfiguration -%聚合￥#= -TaskOperations -@getMyTaskabstracts(taskType : String) : TTaskAbstract -geyMyTasks(taskType : String) : TTask - -getTaskinfoid : String) : TTask - -claimfid : String) - -start(id : String) - -complete(id : String,data : Object) -@@= -HumanTaskServiceOperations -%= -TaskOperations -%聚合￥#JBPMSMinaHumanTaskClientConfiguration -@@getServiceOperationsimplementation() : HumanTaskServiceOperations -@JBPMSMinaHumanTaskClientConfiguration -%JBPMSHUmanTaskServiceOperations -%实现￥JBPMSMinaHumanTaskClientConfiguration -%JBPMSHUmanTaskClientConfiguration -%聚合￥#JBPMSHUmanTaskServiceOperations -@taskClient : TaskClient -configuration : JEPMSHumanTaskClientConfiguration -@JBPMSHumanTaskServiceOperations(configuration : JBPMSHumanTaskClientConfiguration) -@JBPMSHUmanTaskServiceOperations -%= -HumanTaskServiceOperations -%实现￥JBPMSMinaHumanTaskClientConfiguration -%JBPMSHUmanTaskServiceOperations -%实现￥#HumanTaskServicelmpl -@taskOperations : Map -@@HumanTaskServicelmpl -%==interface=: -HumanTaskservice -%实现￥= -HumanTaskServiceOperations -%HumanTaskServicelmpl -%聚合￥#JBPMSHUmanTaskClientConfiguration -@port : String -host : String -@JBPMSHumanTaskClientConfiguration(port : String,host : String) -@JBPMSHUmanTaskClientConfiguration -%< -HumanTaskclientConfiguration -%实现￥JBPMSMinaHumanTaskClientConfiguration -%JBPMSHUmanTaskClientConfiguration -%聚合￥#==interface=: -HumanTaskservice -@getTaskOperations() : Map -@null@==interface=: -HumanTaskservice -%= -HumanTaskServiceOperations -%聚合￥HumanTaskServicelmpl -%==interface=: -HumanTaskservice -%实现￥#< -HumanTaskclientConfiguration -@getServiceOperationsimplementation() : HumanTaskServiceOperations -@null@< -HumanTaskclientConfiguration -%= -HumanTaskServiceOperations -%实现￥< -HumanTaskclientConfiguration -%HumanTaskServiceConfiguration -%聚合￥JBPMSHUmanTaskClientConfiguration -%< -HumanTaskclientConfiguration -%实现￥#= -HumanTaskServiceOperations -@getTaskOriginatorType(Taskid : String) : String -@null@= -HumanTaskServiceOperations -%HumanTaskServicelmpl -%聚合￥= -HumanTaskServiceOperations -%= -TaskOperations -%聚合￥JBPMSHUmanTaskServiceOperations -%= -HumanTaskServiceOperations -%实现￥< -HumanTaskclientConfiguration -%= -HumanTaskServiceOperations -%实现￥==interface=: -HumanTaskservice -%= -HumanTaskServiceOperations -%聚合￥#HumanTaskServiceConfiguration -@clientConfs : Map -@addHumanTaskClientConfiguration(name : String,client : HumanTaskclientConfiguration) -getHumarTaskClientConfigurations() : Map -@< -HumanTaskclientConfiguration -%HumanTaskServiceConfiguration -%聚合￥#= -TaskOperations -@getMyTaskabstracts(taskType : String) : TTaskAbstract -geyMyTasks(taskType : String) : TTask - -getTaskinfoid : String) : TTask - -claimfid : String) - -start(id : String) - -complete(id : String,data : Object) -@@= -HumanTaskServiceOperations -%= -TaskOperations -%聚合￥#JBPMSMinaHumanTaskClientConfiguration -@@getServiceOperationsimplementation() : HumanTaskServiceOperations -@JBPMSMinaHumanTaskClientConfiguration -%JBPMSHUmanTaskServiceOperations -%实现￥JBPMSMinaHumanTaskClientConfiguration -%JBPMSHUmanTaskClientConfiguration -%聚合￥#JBPMSHUmanTaskServiceOperations -@taskClient : TaskClient -configuration : JEPMSHumanTaskClientConfiguration -@JBPMSHumanTaskServiceOperations(configuration : JBPMSHumanTaskClientConfiguration) -@JBPMSHUmanTaskServiceOperations -%= -HumanTaskServiceOperations -%实现￥JBPMSMinaHumanTaskClientConfiguration -%JBPMSHUmanTaskServiceOperations -%实现￥#HumanTaskServicelmpl -@taskOperations : Map -@@HumanTaskServicelmpl -%==interface=: -HumanTaskservice -%实现￥= -HumanTaskServiceOperations -%HumanTaskServicelmpl -%聚合￥#JBPMSHUmanTaskClientConfiguration -@port : String -host : String -@JBPMSHumanTaskClientConfiguration(port : String,host : String) -@JBPMSHUmanTaskClientConfiguration -%< -HumanTaskclientConfiguration -%实现￥JBPMSMinaHumanTaskClientConfiguration -%JBPMSHUmanTaskClientConfiguration -%聚合￥#==interface=: -HumanTaskservice -@getTaskOperations() : Map -@null@==interface=: -HumanTaskservice -%= -HumanTaskServiceOperations -%聚合￥HumanTaskServicelmpl -%==interface=: -HumanTaskservice -%实现￥#< -HumanTaskclientConfiguration -@getServiceOperationsimplementation() : HumanTaskServiceOperations -@null@< -HumanTaskclientConfiguration -%= -HumanTaskServiceOperations -%实现￥< -HumanTaskclientConfiguration -%HumanTaskServiceConfiguration -%聚合￥JBPMSHUmanTaskClientConfiguration -%< -HumanTaskclientConfiguration -%实现￥#= -HumanTaskServiceOperations -@getTaskOriginatorType(Taskid : String) : String -@null@= -HumanTaskServiceOperations -%HumanTaskServicelmpl -%聚合￥= -HumanTaskServiceOperations -%= -TaskOperations -%聚合￥JBPMSHUmanTaskServiceOperations -%= -HumanTaskServiceOperations -%实现￥< -HumanTaskclientConfiguration -%= -HumanTaskServiceOperations -%实现￥==interface=: -HumanTaskservice -%= -HumanTaskServiceOperations -%聚合￥#HumanTaskServiceConfiguration -@clientConfs : Map -@addHumanTaskClientConfiguration(name : String,client : HumanTaskclientConfiguration) -getHumarTaskClientConfigurations() : Map -@< -HumanTaskclientConfiguration -%HumanTaskServiceConfiguration -%聚合￥#= -TaskOperations -@getMyTaskabstracts(taskType : String) : TTaskAbstract -geyMyTasks(taskType : String) : TTask - -getTaskinfoid : String) : TTask - -claimfid : String) - -start(id : String) - -complete(id : String,data : Object) -@@= -HumanTaskServiceOperations -%= -TaskOperations -%聚合￥#JBPMSMinaHumanTaskClientConfiguration -@@getServiceOperationsimplementation() : HumanTaskServiceOperations -@JBPMSMinaHumanTaskClientConfiguration -%JBPMSHUmanTaskServiceOperations -%实现￥JBPMSMinaHumanTaskClientConfiguration -%JBPMSHUmanTaskClientConfiguration -%聚合￥#JBPMSHUmanTaskServiceOperations -@taskClient : TaskClient -configuration : JEPMSHumanTaskClientConfiguration -@JBPMSHumanTaskServiceOperations(configuration : JBPMSHumanTaskClientConfiguration) -@JBPMSHUmanTaskServiceOperations -%= -HumanTaskServiceOperations -%实现￥JBPMSMinaHumanTaskClientConfiguration -%JBPMSHUmanTaskServiceOperations -%实现￥#HumanTaskServicelmpl -@taskOperations : Map -@@HumanTaskServicelmpl -%==interface=: -HumanTaskservice -%实现￥= -HumanTaskServiceOperations -%HumanTaskServicelmpl -%聚合￥#JBPMSHUmanTaskClientConfiguration -@port : String -host : String -@JBPMSHumanTaskClientConfiguration(port : String,host : String) -@JBPMSHUmanTaskClientConfiguration -%< -HumanTaskclientConfiguration -%实现￥JBPMSMinaHumanTaskClientConfiguration -%JBPMSHUmanTaskClientConfiguration -%聚合￥#==interface=: -HumanTaskservice -@getTaskOperations() : Map -@null@==interface=: -HumanTaskservice -%= -HumanTaskServiceOperations -%聚合￥HumanTaskServicelmpl -%==interface=: -HumanTaskservice -%实现￥#< -HumanTaskclientConfiguration -@getServiceOperationsimplementation() : HumanTaskServiceOperations -@null@< -HumanTaskclientConfiguration -%= -HumanTaskServiceOperations -%实现￥< -HumanTaskclientConfiguration -%HumanTaskServiceConfiguration -%聚合￥JBPMSHUmanTaskClientConfiguration -%< -HumanTaskclientConfiguration -%实现￥#= -HumanTaskServiceOperations -@getTaskOriginatorType(Taskid : String) : String -@null@= -HumanTaskServiceOperations -%HumanTaskServicelmpl -%聚合￥= -HumanTaskServiceOperations -%= -TaskOperations -%聚合￥JBPMSHUmanTaskServiceOperations -%= -HumanTaskServiceOperations -%实现￥< -HumanTaskclientConfiguration -%= -HumanTaskServiceOperations -%实现￥==interface=: -HumanTaskservice -%= -HumanTaskServiceOperations -%聚合￥#HumanTaskServiceConfiguration -@clientConfs : Map -@addHumanTaskClientConfiguration(name : String,client : HumanTaskclientConfiguration) -getHumarTaskClientConfigurations() : Map -@< -HumanTaskclientConfiguration -%HumanTaskServiceConfiguration -%聚合￥#= -TaskOperations -@getMyTaskabstracts(taskType : String) : TTaskAbstract -geyMyTasks(taskType : String) : TTask - -getTaskinfoid : String) : TTask - -claimfid : String) - -start(id : String) - -complete(id : String,data : Object) -@@= -HumanTaskServiceOperations -%= -TaskOperations -%聚合￥#JBPMSMinaHumanTaskClientConfiguration -@@getServiceOperationsimplementation() : HumanTaskServiceOperations -@JBPMSMinaHumanTaskClientConfiguration -%JBPMSHUmanTaskServiceOperations -%实现￥JBPMSMinaHumanTaskClientConfiguration -%JBPMSHUmanTaskClientConfiguration -%聚合￥#JBPMSHUmanTaskServiceOperations -@taskClient : TaskClient -configuration : JEPMSHumanTaskClientConfiguration -@JBPMSHumanTaskServiceOperations(configuration : JBPMSHumanTaskClientConfiguration) -@JBPMSHUmanTaskServiceOperations -%= -HumanTaskServiceOperations -%实现￥JBPMSMinaHumanTaskClientConfiguration -%JBPMSHUmanTaskServiceOperations -%实现￥#HumanTaskServicelmpl -@taskOperations : Map -@@HumanTaskServicelmpl -%==interface=: -HumanTaskservice -%实现￥= -HumanTaskServiceOperations -%HumanTaskServicelmpl -%聚合￥#JBPMSHUmanTaskClientConfiguration -@port : String -host : String -@JBPMSHumanTaskClientConfiguration(port : String,host : String) -@JBPMSHUmanTaskClientConfiguration -%< -HumanTaskclientConfiguration -%实现￥JBPMSMinaHumanTaskClientConfiguration -%JBPMSHUmanTaskClientConfiguration -%聚合￥#==interface=: -HumanTaskservice -@getTaskOperations() : Map -@null@==interface=: -HumanTaskservice -%= -HumanTaskServiceOperations -%聚合￥HumanTaskServicelmpl -%==interface=: -HumanTaskservice -%实现￥#< -HumanTaskclientConfiguration -@getServiceOperationsimplementation() : HumanTaskServiceOperations -@null@< -HumanTaskclientConfiguration -%= -HumanTaskServiceOperations -%实现￥< -HumanTaskclientConfiguration -%HumanTaskServiceConfiguration -%聚合￥JBPMSHUmanTaskClientConfiguration -%< -HumanTaskclientConfiguration -%实现￥#= -HumanTaskServiceOperations -@getTaskOriginatorType(Taskid : String) : String -@null@= -HumanTaskServiceOperations -%HumanTaskServicelmpl -%聚合￥= -HumanTaskServiceOperations -%= -TaskOperations -%聚合￥JBPMSHUmanTaskServiceOperations -%= -HumanTaskServiceOperations -%实现￥< -HumanTaskclientConfiguration -%= -HumanTaskServiceOperations -%实现￥==interface=: -HumanTaskservice -%= -HumanTaskServiceOperations -%聚合￥#HumanTaskServiceConfiguration -@clientConfs : Map -@addHumanTaskClientConfiguration(name : String,client : HumanTaskclientConfiguration) -getHumarTaskClientConfigurations() : Map -@< -HumanTaskclientConfiguration -%HumanTaskServiceConfiguration -%聚合￥#= -TaskOperations -@getMyTaskabstracts(taskType : String) : TTaskAbstract -geyMyTasks(taskType : String) : TTask - -getTaskinfoid : String) : TTask - -claimfid : String) - -start(id : String) - -complete(id : String,data : Object) -@@= -HumanTaskServiceOperations -%= -TaskOperations -%聚合￥# \ No newline at end of file +%依赖￥# \ No newline at end of file -- Gitee From b08de598ab3a99b7a7bd622bff8f343e1328472c Mon Sep 17 00:00:00 2001 From: origin Date: Mon, 8 Mar 2021 11:48:30 +0800 Subject: [PATCH 08/14] =?UTF-8?q?=E5=AE=9E=E9=AA=8C?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../uct/umlrecog/UMLDiagramRecognizer.java | 2 +- src/main/resources/cd/fltt_jss7.txt | 97 ++++++++++++++++++ .../cd/marcellodesales_my-cs-research.txt | 87 ++++++++++++++++ src/main/resources/cd/temp result.jpg | Bin 0 -> 1041 bytes src/main/resources/cd/temp result.png | Bin 4354 -> 23159 bytes src/main/resources/sd/coinvent_coinvent.txt | 3 + src/main/resources/sd/temp result.png | Bin 90 -> 13472 bytes 7 files changed, 188 insertions(+), 1 deletion(-) create mode 100644 src/main/resources/cd/fltt_jss7.txt create mode 100644 src/main/resources/cd/marcellodesales_my-cs-research.txt create mode 100644 src/main/resources/cd/temp result.jpg create mode 100644 src/main/resources/sd/coinvent_coinvent.txt 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 533850a..b85d5ce 100644 --- a/src/main/java/com/hy/java/uct/umlrecog/UMLDiagramRecognizer.java +++ b/src/main/java/com/hy/java/uct/umlrecog/UMLDiagramRecognizer.java @@ -33,7 +33,7 @@ public class UMLDiagramRecognizer { * 测试一下识别特定的类图和顺序图 */ public static void main(String[] args) { - // UMLDiagramRecognizer.recogCD(cd_dir, "Salaboy/smart-tasks"); + UMLDiagramRecognizer.recogCD(cd_dir, "abrden/StarCraft"); UMLDiagramRecognizer.recogSD(sd_dir, "coinvent/coinvent"); } } diff --git a/src/main/resources/cd/fltt_jss7.txt b/src/main/resources/cd/fltt_jss7.txt new file mode 100644 index 0000000..5412dcc --- /dev/null +++ b/src/main/resources/cd/fltt_jss7.txt @@ -0,0 +1,97 @@ +< +MapServiceF actory +@createProcessUinstructuredS SRequest{ussdDataCodingS cheme : byte,ussdString : USSDString) : ProcessUnstructuradSSRequest +createProcessUnstructuredssR equestResponselinvokelD : rt, ussdDataCodingScharma : byke,ussdString :USSDString) - ProcesslnstructuredsSResponse +createlnstructuredsSRequest(ussdDataCodingSchama | byte,ussdString USSDString) - UnstructuredSSRaquest +createlnstructuradSsRequestResponselinokelD - nt,ussdDataCodingScherne - byte,ussdstring : USSDString) : UnstructuredssResponse +cretelISSDStringlussdString - String] : USSDString + +cretelISSDStringlusadstring : USSDString charSe : Charset] : USSDString + +cretelISSDStringlussdstring: ytell : LSSDString + +createl)SSDStringlussdstring: bytell charSat Charset) : USSDString + +crataddrassStringladdature : it urPlan : NurnberingPlan, adress : String) : Addressstring + +createMAP UserabortChaicel) MAPUsarabortChoice +@null@< +MAPProvider +%< +MapServiceF actory +%依赖￥#< +MAPServicelistener +@onProcessUnstructuredSSindication{procUnstrind : ProcessUnstructuredsSindication) : void +onlnstructuradssindication(unstrind : UnstructuredsSindicatio) void +@null@#< +MAPDislogListener +@onMAF OpeninfolmapOpeninfo : MAFOpeninfa) : void +onMAPAccaptinfolmapAccptinfo: MAPACcaptinfo) void +onMAPCloselnfolmapCloselnfo : MAP Clossinfo) : void + +OnMAPRefuseinfol mapRefuselnfo : MAPRefuselnfo) : void +nMAPUserabortinfolmapUserAbortinfo MAPUserAbortinfol : void +nMAPProvidarAbortinfolmapP roviderabortinfo : MAPP roviderabortinfo) : void +@null@< +MAPProvider +%< +MAPDislogListener +%实现￥#< +MAPProvider +@createNewDialoglappCritx : MAP ApplicationContext,orighddress : Sccpaddress,origReference : AddressString, destAddress : Sccpaddress, destReference : AddressString) : MAPDialog +dMAP Dialoglistener{mapDialogl istenr : MAPDiaioglistener) void + +removeAP DidlogListenrmapDislogLtener : MAP DidlogListenr) : void + +ddMAPServical istenarmapServicelstener MAPServiceL istener) : void + +removeMAP S arviceL tener{mapSariceL istenar : MAPSaruiceL tener] : void + +gethapServiceFactoryl) : MapSaruiceF actory + +GethAPDislogldialogld: Long] : MAPDislog +@null@< +MAPProvider +%< +MapServiceF actory +%依赖￥< +MAPProvider +%< +MAPDislogListener +%实现￥< +MAPDilog +%< +MAPProvider +%依赖￥< +MAPStack +%< +MAPProvider +%依赖￥#< +MAPDilog +@getDialogldl) : Long + +send() - void + +closelprearrangadEnd - boolsan) : void + +Short{rmaplserabortChoice : MAP UssrAbertChoice veid + +dProcessinstructuredSSFaquestlussdDataCodingScharne : byte,ussdString : USSDString msisdn: AddressString) veid +dProcassinstructurads SR esponsalinvakeld lang.lastResul : boslean ussdDstaCodingScheme : byte.ussdstring : UISSDString) : void +acdUnstructuredsSRequest{ussdDataCodingscheme - byte.ussdString : USSDString) : void + +Unstructurads s Rasponselinvokeld : longlastRasul : boolean,ussdD ataCodingScherns : byt ussdString : USSDStringl : void +@null@< +MAPDilog +%< +MAPProvider +%依赖￥#< +MAPStack +@stopl) : void +start() - void +GetMAPProvider() : MAPProvider +@null@< +MAPStack +%< +MAPProvider +%依赖￥# \ No newline at end of file diff --git a/src/main/resources/cd/marcellodesales_my-cs-research.txt b/src/main/resources/cd/marcellodesales_my-cs-research.txt new file mode 100644 index 0000000..0b1ac1f --- /dev/null +++ b/src/main/resources/cd/marcellodesales_my-cs-research.txt @@ -0,0 +1,87 @@ +GreatsrMancpsrator +@@@#LesscrEqualscpentor +@@@LesscrEqualscpentor +%Reazanaiopaacer +%实现￥#NotEquaICpsrator +@@null@NotEquaICpsrator +%Reazanaiopaacer +%实现￥#GreatirorBqualsCperator +@@null@Reazanaiopaacer +%GreatirorBqualsCperator +%实现￥#LessTancpsrator +@@@#Equacpsator +@@@Equacpsator +%Reazanaiopaacer +%依赖￥#@@null@#@@@#@@@#@@null@#@@null@#ToknEception +@@@#@@null@%%实现￥#“rCpsrator +@@@“rCpsrator +%Adcveopaer +%实现￥#Tidecperator +@@null@Tidecperator +%Idepieacveopaer +%依赖￥#andcperator +@@null@Idepieacveopaer +%andcperator +%实现￥#Timascpsrator +@@null@Idepieacveopaer +%Timascpsrator +%实现￥#Reazanaiopaacer +@@null@Reazanaiopaacer +%GreatirorBqualsCperator +%实现￥LesscrEqualscpentor +%Reazanaiopaacer +%实现￥NotEquaICpsrator +%Reazanaiopaacer +%实现￥Equacpsator +%Reazanaiopaacer +%依赖￥#@@null@#Minuscpsrator +@@null@#ntwrprotr +@@null@#@@null@#T~ +@null@null@Adcveopaer +%T~ +%实现￥#Adcveopaer +@@null@Adcveopaer +%T~ +%实现￥Adcveopaer +%Exprasson +%实现￥“rCpsrator +%Adcveopaer +%实现￥Puscpentor +%Adcveopaer +%实现￥#@@null@%Exprasson +%实现￥%%实现￥#Idepieacveopaer +@@null@Idepieacveopaer +%andcperator +%实现￥Idepieacveopaer +%Timascpsrator +%实现￥Tidecperator +%Idepieacveopaer +%依赖￥#@@null@%Exprasson +%实现￥#Puscpentor +@@null@Puscpentor +%Adcveopaer +%实现￥#@@null@%Exprasson +%实现￥#Concluslonsequencs. +@@null@Concluslonsequencs. +%Statamentssquence +%实现￥#@@null@#Asignmentstitament +@@null@#RoatTyps. +@@@#BokanType. +@@null@%BokanType. +%依赖￥#Statamentssquence +@@null@Concluslonsequencs. +%Statamentssquence +%实现￥#Exprasson +@@null@%Exprasson +%实现￥%Exprasson +%实现￥%Exprasson +%实现￥Adcveopaer +%Exprasson +%实现￥#@@null@%%实现￥#@@null@%%实现￥#@@null@%%实现￥#e +@@null@ntagerTyps. +%e +%实现￥#ntagerTyps. +@@null@ntagerTyps. +%e +%实现￥#@@null@%BokanType. +%依赖￥%%实现￥# \ No 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=?UTF-8?q?=E5=88=AB=EF=BC=8C=E5=81=9A=E5=AE=9E=E9=AA=8C=E3=80=82=E5=9B=BE?= =?UTF-8?q?=E7=9A=84=E9=80=89=E5=8F=96=E4=BC=9A=E5=BD=B1=E5=93=8D=E7=BB=93?= =?UTF-8?q?=E6=9E=9C=EF=BC=8C=E7=89=B9=E5=88=AB=E6=98=AF=E5=9B=BE=E7=9A=84?= =?UTF-8?q?=E9=A2=9C=E8=89=B2=E9=97=AE=E9=A2=98=E5=BD=B1=E5=93=8D=E6=9E=81?= =?UTF-8?q?=E5=A4=A7?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../uct/umlrecog/UMLDiagramRecognizer.java | 26 +- .../umlrecog/cddetector/ClassDetector.java | 34 ++- .../cddetector/ClassRelationDetector.java | 56 +++- .../cd/C204-242-DJSMT_Assignment-1.txt | 83 +++++ src/main/resources/cd/abrden_StarCraft.txt | 25 ++ .../resources/cd/badqiu_rapid-framework.txt | 28 ++ src/main/resources/cd/cscfa_bartleby.txt | 41 +++ ...rigoazevedomartins_TrabalhoFinalLTPIII.txt | 286 ++++++++++++++++++ src/main/resources/cd/temp result.jpeg | Bin 0 -> 169332 bytes src/main/resources/cd/temp result.jpg | Bin 1041 -> 8599 bytes src/main/resources/cd/temp result.png | Bin 23159 -> 5214 bytes src/main/resources/sd/coinvent_coinvent.txt | 1 + 12 files changed, 562 insertions(+), 18 deletions(-) create mode 100644 src/main/resources/cd/C204-242-DJSMT_Assignment-1.txt create mode 100644 src/main/resources/cd/abrden_StarCraft.txt create mode 100644 src/main/resources/cd/badqiu_rapid-framework.txt create mode 100644 src/main/resources/cd/cscfa_bartleby.txt create mode 100644 src/main/resources/cd/rodrigoazevedomartins_TrabalhoFinalLTPIII.txt create mode 100644 src/main/resources/cd/temp result.jpeg 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 b85d5ce..7f800e4 100644 --- a/src/main/java/com/hy/java/uct/umlrecog/UMLDiagramRecognizer.java +++ b/src/main/java/com/hy/java/uct/umlrecog/UMLDiagramRecognizer.java @@ -17,23 +17,37 @@ public class UMLDiagramRecognizer { /** * 识别目录下指定的类图并将结果存为文件 + * + * @param check */ - public static void recogCD(String cd_dir, String repo_name) { - ClassDiagramRecognizer.recog(cd_dir, repo_name); + public static void recogCD(String cd_dir, String repo_name, boolean todo) { + if (todo) { + ClassDiagramRecognizer.recog(cd_dir, repo_name); + } } /** * 识别目录下指定的顺序图并将结果存为文件 + * + * @param todo */ - public static void recogSD(String sd_dir, String repo_name) { - SequenceDiagramRecognizer.recog(sd_dir, repo_name); + public static void recogSD(String sd_dir, String repo_name, boolean todo) { + if (todo) { + SequenceDiagramRecognizer.recog(sd_dir, repo_name); + } } /* * 测试一下识别特定的类图和顺序图 */ public static void main(String[] args) { - UMLDiagramRecognizer.recogCD(cd_dir, "abrden/StarCraft"); - UMLDiagramRecognizer.recogSD(sd_dir, "coinvent/coinvent"); + // 类图实验 + UMLDiagramRecognizer.recogCD(cd_dir, "rodrigoazevedomartins/TrabalhoFinalLTPIII", false); + UMLDiagramRecognizer.recogCD(cd_dir, "ultragdb/org.eclipse.cdt", false); + UMLDiagramRecognizer.recogCD(cd_dir, "badqiu/rapid-framework", false); + UMLDiagramRecognizer.recogCD(cd_dir, "C204-242-DJSMT/Assignment-1", false); + UMLDiagramRecognizer.recogCD(cd_dir, "cscfa/bartleby", true); + // 顺序图实验 + UMLDiagramRecognizer.recogSD(sd_dir, "coinvent/coinvent", false); } } diff --git a/src/main/java/com/hy/java/uct/umlrecog/cddetector/ClassDetector.java b/src/main/java/com/hy/java/uct/umlrecog/cddetector/ClassDetector.java index c64de98..7756c41 100644 --- a/src/main/java/com/hy/java/uct/umlrecog/cddetector/ClassDetector.java +++ b/src/main/java/com/hy/java/uct/umlrecog/cddetector/ClassDetector.java @@ -41,7 +41,7 @@ public class ClassDetector { // 高斯锐化，提升类图图形清晰度 // Imgproc.Laplacian(mat, mat, 2); // 二值化，用于后续处理 - Imgproc.threshold(mat, mat, 160, 255, Imgproc.THRESH_BINARY); + Imgproc.threshold(mat, mat, 150, 255, Imgproc.THRESH_BINARY); /* * 识别类 */ @@ -98,6 +98,38 @@ public class ClassDetector { } // 对所有矩形边框进行涂白，防止其干扰关系符号和关系线识别 Imgproc.drawContours(cls_diagram, rect_contours, -1, new Scalar(255, 255, 255), 5); + // 由于灰度问题，此时可能会有遗留矩形，所以重新检测一遍 + contours.clear(); + rect_contours.clear(); + Imgproc.findContours(cls_diagram, contours, new Mat(), Imgproc.RETR_LIST, Imgproc.CHAIN_APPROX_SIMPLE); + for (MatOfPoint contour : contours) { + // 如果轮廓面积太小或太大，则直接忽略 + double contour_area = Imgproc.contourArea(contour); + if (contour_area < min_cls_area || contour_area > max_cls_area) { + continue; + } + // 如果轮廓面积合适，则检测是否为矩形。采用多边形逼近法，将轮廓转化为curve向多边形做逼近，并将逼近结果存在approx_curve中 + MatOfPoint2f curve = new MatOfPoint2f(contour.toArray()); + MatOfPoint2f approx_curve = new MatOfPoint2f(); + Imgproc.approxPolyDP(curve, approx_curve, 0.05 * Imgproc.arcLength(curve, false), true); + Imgproc.approxPolyDP(approx_curve, approx_curve, 0.01 * Imgproc.arcLength(approx_curve, true), true); + // 针对逼近结果approx_curve，若其共有4个顶点，则可认为是矩形。将检测结果绘制在原图中，便于后续处理 + if (approx_curve.toArray().length == 4) { + // 将矩形存在all_rect_areas中用于类的整合和文字识别。存完后将其从原图中抹掉，防止其干扰关系符号和关系线识别 + all_rect_areas.add(new Rectangle(cls_diagram.clone(), contour, approx_curve)); + rect_contours.add(contour); + // 存完后将矩形从图中抹掉（涂白）。后面还需对所有边框进行涂白 + Imgproc.fillConvexPoly(cls_diagram, contour, new Scalar(255, 255, 255)); + // 可以不涂白，看一下识别结果。最后注释掉 + // Imgproc.fillConvexPoly(cls_diagram, contour, new Scalar(55, 55, 55)); + // Imgcodecs.imwrite(temp_res_path, cls_diagram); + // System.out.println(approx_curve.dump()); + } + } + // 对所有矩形边框进行涂白，防止其干扰关系符号和关系线识别 + Imgproc.drawContours(cls_diagram, rect_contours, -1, new Scalar(255, 255, 255), 5); + // 看一眼，最后注释掉 + // Imgcodecs.imwrite(temp_res_path, cls_diagram); // 此时的cls_diagram中矩形已涂白 return Pair.createPair(cls_diagram, all_rect_areas); } 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 0e440a4..9e8787b 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 @@ -110,7 +110,8 @@ public class ClassRelationDetector { for (int j = i + 1; j < current_size; j++) { Line other_line = line_segments.get(j); if (Line.Knear(line, other_line)) { - if (Line.ptNearPt(line.pt1, other_line.pt1, false, true, other_line) || Line.ptNearPt(line.pt1, other_line.pt2, false, true, other_line) || Line.ptNearPt(line.pt2, other_line.pt1, false, true, other_line) || Line.ptNearPt(line.pt2, other_line.pt2, false, true, other_line)) { + if (Line.ptNearPt(line.pt1, other_line.pt1, false, true, other_line) || Line.ptNearPt(line.pt1, other_line.pt2, false, true, other_line) + || Line.ptNearPt(line.pt2, other_line.pt1, false, true, other_line) || Line.ptNearPt(line.pt2, other_line.pt2, false, true, other_line)) { other_line.should_be_del = true; } } @@ -132,7 +133,7 @@ public class ClassRelationDetector { /* * 对所有实线，将可能的“折线”识别并合并。合并为折线的直线，其belonged_polygonal_line会标识其所属折线 */ - Set poly_lines = mergePolygonalLines(line_segments); + Set poly_lines = mergePolygonalLines(line_segments, cls_diagram); /* * 利用UML_classes的位置，进一步筛选关系线，存在result中 * @@ -163,7 +164,8 @@ public class ClassRelationDetector { // 实线识别结果 for (Relation rela : result) { // 两端坐标 - // System.out.println("(" + rela.poly_line.pt1.x + ", " + rela.poly_line.pt1.y + ")" + "(" + rela.poly_line.pt2.x + ", " + rela.poly_line.pt2.y + ")"); + // System.out.println("(" + rela.poly_line.pt1.x + ", " + rela.poly_line.pt1.y + ")" + "(" + rela.poly_line.pt2.x + ", " + rela.poly_line.pt2.y + + // ")"); // 在图中抹掉已识别的线，防止干扰后续识别 for (Line segment : rela.poly_line.line_list) { Imgproc.line(cls_diagram, segment.pt1, segment.pt2, new Scalar(255, 255, 255), 5); @@ -177,7 +179,8 @@ public class ClassRelationDetector { // 虚线识别结果 for (Relation rela : result) { // 两端坐标 - // System.out.println("(" + rela.poly_line.pt1.x + ", " + rela.poly_line.pt1.y + ")" + "(" + rela.poly_line.pt2.x + ", " + rela.poly_line.pt2.y + ")"); + // System.out.println("(" + rela.poly_line.pt1.x + ", " + rela.poly_line.pt1.y + ")" + "(" + rela.poly_line.pt2.x + ", " + rela.poly_line.pt2.y + + // ")"); // 在图中抹掉已识别的线，防止干扰后续识别 for (Line segment : rela.poly_line.line_list) { Imgproc.line(cls_diagram, segment.pt1, segment.pt2, new Scalar(255, 255, 255), 5); @@ -227,9 +230,13 @@ public class ClassRelationDetector { /** * 将可能的“折线”识别并合并 + * + * @param cls_diagram */ - private Set mergePolygonalLines(List lines) { + private Set mergePolygonalLines(List lines, Mat cls_diagram) { Set result = new HashSet<>(); + Set init_result = new HashSet<>(); + Set temp_result = new HashSet<>(); // 从第一条线开始，检查当前线与每条后面的线是否能合并 for (int i = 0; i < lines.size(); i++) { Line line = lines.get(i); @@ -239,7 +246,7 @@ public class ClassRelationDetector { if (line.belonged_poly == null) { // 将当前直线作为一条新折线的一段 line.belonged_poly = new PolygonalLine(line); - result.add(line.belonged_poly); + init_result.add(line.belonged_poly); } // 检查当前线与每条后面的线是否能合并 for (int j = i + 1; j < lines.size(); j++) { @@ -298,8 +305,25 @@ public class ClassRelationDetector { } } } + // 清理过长的线（比如边框线） + for (PolygonalLine pl : init_result) { + boolean should_be_del = false; + for (Line l : pl.line_list) { + if (l.length >= 0.6 * cls_diagram.width() || l.length >= 0.6 * cls_diagram.height()) { + should_be_del = true; + break; + } + } + if (!should_be_del) { + temp_result.add(pl); + } + } // 设置每条折线的两端。同时记录两端的点所在的线段 - for (PolygonalLine pl : result) { + for (PolygonalLine pl : temp_result) { + // 看一下每条折线，最后注释掉 + /* + * for (Line l : pl.line_list) { Imgproc.line(cls_diagram, l.pt1, l.pt2, new Scalar(55, 55, 55), 5); } Imgcodecs.imwrite(temp_res_path, cls_diagram); + */ for (Line l : pl.line_list) { Point pt = l.notInPolyPt(); if (pt != null) { @@ -323,6 +347,12 @@ public class ClassRelationDetector { } } } + // 此时仍有折线两端都是null，剔除掉 + for (PolygonalLine pl : temp_result) { + if (pl.pt1 != null || pl.pt2 != null) { + result.add(pl); + } + } return result; } @@ -393,7 +423,8 @@ public class ClassRelationDetector { dash_rela.source.out_relas.add(dash_rela); dash_rela.target.in_relas.add(dash_rela); break; - } else if (rect_containing_rela_type.contains(dash_rela.poly_line.pt2) || rect_containing_rela_type.contains(ImgProcessor.reachPt(dash_rela.poly_line.pt2, dash_rela.poly_line.l2, 5, false)) + } else if (rect_containing_rela_type.contains(dash_rela.poly_line.pt2) + || rect_containing_rela_type.contains(ImgProcessor.reachPt(dash_rela.poly_line.pt2, dash_rela.poly_line.l2, 5, false)) || rect_containing_rela_type.contains(ImgProcessor.reachPt(dash_rela.poly_line.pt2, dash_rela.poly_line.l2, 5, true))) { belong_to_dash_rela = true; // 重新设置虚线的source和target。由于目前虚线的端点pt2必须对应target类，所以如果虚线的原source类对应了pt2，则需对换source和target @@ -421,7 +452,8 @@ public class ClassRelationDetector { // 记录该包络矩形是否属于当前实线关系线solid_rela。如果是的话，再去检测矩形内图形 boolean belong_to_this_solid_rela = false; // 方法同对dash_rela的检测。对线的每个端点，检查其本身、延伸、反向延伸这三个点是否被包含于包络矩形中。 - if (rect_containing_rela_type.contains(solid_rela.poly_line.pt1) || rect_containing_rela_type.contains(ImgProcessor.reachPt(solid_rela.poly_line.pt1, solid_rela.poly_line.l1, 5, false)) + if (rect_containing_rela_type.contains(solid_rela.poly_line.pt1) + || rect_containing_rela_type.contains(ImgProcessor.reachPt(solid_rela.poly_line.pt1, solid_rela.poly_line.l1, 5, false)) || rect_containing_rela_type.contains(ImgProcessor.reachPt(solid_rela.poly_line.pt1, solid_rela.poly_line.l1, 5, true))) { // 包络矩形确实包含关系线的端点pt1 belong_to_this_solid_rela = true; @@ -432,7 +464,8 @@ public class ClassRelationDetector { solid_rela.target = temp; } solid_rela.source_pt_index = 2; - } else if (rect_containing_rela_type.contains(solid_rela.poly_line.pt2) || rect_containing_rela_type.contains(ImgProcessor.reachPt(solid_rela.poly_line.pt2, solid_rela.poly_line.l2, 5, false)) + } else if (rect_containing_rela_type.contains(solid_rela.poly_line.pt2) + || rect_containing_rela_type.contains(ImgProcessor.reachPt(solid_rela.poly_line.pt2, solid_rela.poly_line.l2, 5, false)) || rect_containing_rela_type.contains(ImgProcessor.reachPt(solid_rela.poly_line.pt2, solid_rela.poly_line.l2, 5, true))) { belong_to_this_solid_rela = true; // 重新设置虚线的source和target。由于目前虚线的端点pt2必须对应target类，所以如果虚线的原source类对应了pt2，则需对换source和target @@ -474,7 +507,8 @@ public class ClassRelationDetector { target_line = solid_rela.poly_line.l2; } // 如果rect_possible_containing_ext包含当前关系线solid_rela的target端点或延长，则就是继承关系了 - if (rect_possible_containing_ext.contains(target_point) || rect_possible_containing_ext.contains(ImgProcessor.reachPt(target_point, target_line, 5, false)) || rect_possible_containing_ext.contains(ImgProcessor.reachPt(target_point, target_line, 5, true))) { + if (rect_possible_containing_ext.contains(target_point) || rect_possible_containing_ext.contains(ImgProcessor.reachPt(target_point, target_line, 5, false)) + || rect_possible_containing_ext.contains(ImgProcessor.reachPt(target_point, target_line, 5, true))) { type = "继承"; } /* diff --git a/src/main/resources/cd/C204-242-DJSMT_Assignment-1.txt b/src/main/resources/cd/C204-242-DJSMT_Assignment-1.txt new file mode 100644 index 0000000..7340daf --- /dev/null +++ b/src/main/resources/cd/C204-242-DJSMT_Assignment-1.txt @@ -0,0 +1,83 @@ +<> +ScanEvents +@+takeFromVehicle ++addToVehicle +@@Scan +%<> +ScanEvents +%依赖￥#<> +Employee Roles +@+sorter +@R +@Employeee +%<> +Employee Roles +%依赖￥#Employeee +@+role +@@Employeee +%<> +Employee Roles +%依赖￥SorterSession +%Employeee +%实现￥Scan +%Employeee +%依赖￥DataAdapter +%Employeee +%依赖￥#PackageBin +@+destinationCities ++scantistory ++scan +@+addPackage() ++ostring() ++lastScan() +@PackageBin +%Scan +%实现￥#Scan +@+event +@@Scan +%Employeee +%依赖￥Scan +%<> +ScanEvents +%依赖￥PackageBin +%Scan +%实现￥Package +%Scan +%实现￥#DataAdapter +@— =2 +@+getAllPackage() ++getallBin() + ++addBin() ++getundeliveredPackages() +@DataAdapter +%Employeee +%依赖￥DataAdapter +%SorterSession +%实现￥LoginForm +%DataAdapter +%实现￥Package +%DataAdapter +%实现￥#SorterSession +@w— +@@SorterSession +%Employeee +%实现￥DataAdapter +%SorterSession +%实现￥LoginForm +%SorterSession +%实现￥#Package +@“+destinationCity +“+scanHistory +@+tostring() +@Package +%Scan +%实现￥Package +%DataAdapter +%实现￥#LoginForm +@——— =~ +@@LoginForm +%SorterSession +%实现￥LoginForm +%DataAdapter +%实现￥#@null@null@# \ No newline at end of file diff --git a/src/main/resources/cd/abrden_StarCraft.txt b/src/main/resources/cd/abrden_StarCraft.txt new file mode 100644 index 0000000..2fefe0f --- /dev/null +++ b/src/main/resources/cd/abrden_StarCraft.txt @@ -0,0 +1,25 @@ +TerranBuilder +@@+TerranBuilder() ++getRace(): String +@#ProtossBuilder +@@+ProtossBuilder() ++getRace(): String +@#StructureTemplate +@@+create(position : Point) : Structure +@#Builder +@# dependsOn : Map = new HashMap() +@+ create(name : String, position : Point, resources : Resources, bl : terable, map : Map) : Construction +- getTemplateWithName(name : String) : StructureTemplate + +- structureRequiredExists(name : String, built - terable) : boolean + +#addTemplate(template : StructureTemplate) : void + +#addDependency(key : String, value : String) : void + +# dependensOn(key : String) : String + ++ getTemplateNames() : Stringl] + ++getRace() : String +@# \ No newline at end of file diff --git a/src/main/resources/cd/badqiu_rapid-framework.txt b/src/main/resources/cd/badqiu_rapid-framework.txt new file mode 100644 index 0000000..f5acf04 --- /dev/null +++ b/src/main/resources/cd/badqiu_rapid-framework.txt @@ -0,0 +1,28 @@ +SqlFactory +@+ parsesal() : Sal +@null@GeneratorFacade +%SqlFactory +%实现￥#JavaClass +@@null@GeneratorFacade +%JavaClass +%实现￥#TableFactory +@+ getTable() : Table +@null@GeneratorFacade +%TableFactory +%实现￥#GeneratorFacade +@+ deleteByClass() : void ++ deleteBySql) : void + ++ deleteByTable() : void ++ generateByClass() : void ++ generateBySqll) : void ++ generateByTable() : void +@@GeneratorFacade +%JavaClass +%实现￥GeneratorFacade +%TableFactory +%实现￥GeneratorFacade +%SqlFactory +%实现￥#GeneratorProperties +@@null@#@null@null@#@null@null@#@null@null@#@null@null@#GeneratorControl +@null@null@# \ No newline at end of file diff --git a/src/main/resources/cd/cscfa_bartleby.txt b/src/main/resources/cd/cscfa_bartleby.txt new file mode 100644 index 0000000..3e4536f --- /dev/null +++ b/src/main/resources/cd/cscfa_bartleby.txt @@ -0,0 +1,41 @@ +RollingFileAppender +@#setRolingPoiicy RollngPolicy): void ++setTriggeringPolcy (TriggeringPolicy ) +@null@#FileAppender +@+setFile(String): void. ++setPrudentlooolean): void ++setAppend(boolean): void +@@FileAppender +%‘OutputStreamAppender +%实现￥#‘ConsoleAppender +@+setTarget(String): void +@@‘ConsoleAppender +%‘OutputStreamAppender +%实现￥#Filter +@+decide(E event): FilterReply +@null@Filter +%‘OutputStreamAppender +%实现￥#<> +Encoder +@#init{OutputStream): void ++doEncode(E event): void ++cose(): void +@null@#‘OutputStreamAppender +@+setOutputStream(OutputStream): void +4setEncoder Encoder ): void +@null@FileAppender +%‘OutputStreamAppender +%实现￥‘ConsoleAppender +%‘OutputStreamAppender +%实现￥Filter +%‘OutputStreamAppender +%实现￥#UnsynchronizedAppenderBase +@+doAppend(E event): void + +#append(E event): void ++addFiter Fiter <> fiter): void ++getFierChainDeciion(E event): FiterReply +@@#<> +Appender +@“+doAppend(E event): void +@@# \ No newline at end of file diff --git a/src/main/resources/cd/rodrigoazevedomartins_TrabalhoFinalLTPIII.txt b/src/main/resources/cd/rodrigoazevedomartins_TrabalhoFinalLTPIII.txt new file mode 100644 index 0000000..2bedc5a --- /dev/null +++ b/src/main/resources/cd/rodrigoazevedomartins_TrabalhoFinalLTPIII.txt @@ -0,0 +1,286 @@ +ProfessorDisciplina +@-professor: Professor +—diacipiings Hasioinn +@setProfessor (professoriprofesser) : void ++getProfessor () : professor + ++setbisciplina (disciplina:disciplina) : void ++getDisciplina(): disciplina +@#Usuario +@-codusuario: int +-login: varchar +-senna: varchar +S Poenad g INCASDREAS +@+setCodfuncionario (codfuncionario:int) : void ++getCodfuncionario() : int ++setLogin(loginivarchar) : void + ++getlogin() : varchar + ++setSenna(senharvarchar) : void + ++gecSenha() : varchar + ++setFuncionario (funcicnario: funcionario) : void ++getFuncionario() : funcionario +@#Professor +@-codprofessor: int +—titulacao: varchar + +-nivel: int + +-pessoa: Pessoa + +S aetnlingd: TAiNCESEIHEIS +@+setCodprofessor (codprofessor:int) : void ++getCodprofessor() : int + ++setTitulacao (vitulacao:varchar): void ++getTitulacac(): varchar + ++setNivel (nivel:int) : void + ++gecNivel(): int + ++setPessoa (pessoa:pessoa) : void + ++gecPessca(): pessca + ++setbisciplinas (disciplinas:list) : void ++getDisciplinas(): lisc +@#Funcionario +@-codfuncionario: int +-siape: varchar +-cargo: varchar +s Diwak +@+setCodfuncionario (codfuncionario:int) : void ++getCodfuncionariol) : int + ++setSiape (siapervarchar) : void + ++gecSiape() : varchar ++setCargo(cargovarchar) : void + ++gecCargo() : varchar + ++setPessoa (pessoa:pessoa) : void ++getPessoa(): pessoa +@#Secao +@-codsecao: int +inicio: date +—final: date +RaREis DaaReis +@+setCodsecac (codsecaniint): void ++gecCodsecan() : int + ++setInicio (inicio:date) : void ++getInicio(): date + ++setFinal (finalidate) : void ++getFinal(): date + ++setUsuario (usuariorusuario) : void ++getUsuario () : usuario +@#Reserva +@-codreserva: int +-datainicio: date +—datafinal: date +-situacao: Situacao +—secao: Secao + +-pessoa: Pessoa +~recursoa: 1igt): void ++getRecursos() : list ++setPessoa (pessoa:pessoa) : void ++getPessoa(): pessoa +@#Disciplina +@-coddisciplina: int +-ementa: varchar +L e Bk +@+setCoddisciplina (coddisciplina:int): void ++getCoddisciplina(): int + ++setiome (nome:varchar) : void + ++getiome () : varchar + ++setEnenta (ementa:varchar): void ++getEnenta(): varchar ++setCurso(cursoscurso) : void + +FostCursol): Pares +@#Situacao +@-codsituacac: int +AEETORY: GREChAR +@+setCodsituacac (codsituacao:int) : void ++gecCodsituacac () : int + ++setbescricac (descricac:varchar): void ++getDescrican () : varchar +@#Tiporecurso +@-codtiporecurso: int +SRR h +@setCodtiporecurso (codtiporecursorint) ¢ void ++getCoduiporecurso () : int + ++setbescricac (descricao:varchar): void ++getDescricao () : varchar +@#Recurso +@-codrecurso: int +-nome: varchar +slemecapn: e +@+setCodrecurso (codrecursorint) : void ++getCodrecurso(): int + ++setiome (nome:varchar) : void + ++getiome () : varchar + ++setTiporecurso (ciporecurso: tiporecurso) : void ++getTiporecurso() : tiporecurso +@#Telefone +@-codtelefone: int +-pessoa: Pessoa +-area: int +vt e +@+setcodtelefone (codvelefone:int) ; void ++getcodtelefone () int + ++setarea (area:int) : void + ++getarea(): int + ++setnumero (numero:int) : void +sgetnmero(): inc + ++setpessoa (pessoa:pessoa) : void ++getpessoa(): pessoa +@#Curso +@-codcurso: int +-nome: varchar +—uracac: int +_disciplinas: list +@+setCodcurso (codeurso:int) : void + ++gecCodenrsa() : int + ++setiome (nome:varchar) : void + ++getome () : varchar + ++setburacao (duracao: int) : void + ++getDuracan(): int + ++setbisciplinas (disciplinas:list) : void ++getDisciplinas(): lisc +@#Endereco +@-codendereco: int +-pessoa: Pessoa +—rua: string +——— +-complemento: string +bairro: string +—cidade: string +-cep: int + +—estado: string +A e +@+setcodendereco (codendereco:int) ; void ++getcodendereca () : int + ++setrua (ruastring): void + ++getrua(): string + ++setnumero (numero:int) : void +tgetnmero(): inc + ++setcomplemento (complemento: string) : void ++getcamplementa () : string + ++setbairro (bairro:string) : void ++getbairro(): string + ++setcidade (cidade:string) : void ++getcidade (): string + ++setcep (cepiint): void + ++getcep(): int + ++setestads (estado:string) : void ++getestado(): string + ++setpais (pais:string) : void ++getpais () : string + ++setpessoa (pessoa:pessoa) : void ++getpessoa(): pessca +@#Pessoa +@~codpessoa: int + +-nome: string + +-rg: string + +~cpf:int + +~datanasc: date +-enderecos list +-emails: 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MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../uct/umlrecog/UMLDiagramRecognizer.java | 4 +- .../umlrecog/sddetector/MessageDetector.java | 89 +++++++++--------- .../hy/java/uct/umlrecog/util/Message.java | 4 +- src/main/resources/cd/cscfa_bartleby.txt | 40 ++++++++ src/main/resources/sd/temp result.png | Bin 13472 -> 21925 bytes 5 files changed, 88 insertions(+), 49 deletions(-) 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 7f800e4..c2b4740 100644 --- a/src/main/java/com/hy/java/uct/umlrecog/UMLDiagramRecognizer.java +++ b/src/main/java/com/hy/java/uct/umlrecog/UMLDiagramRecognizer.java @@ -46,8 +46,8 @@ public class UMLDiagramRecognizer { UMLDiagramRecognizer.recogCD(cd_dir, "ultragdb/org.eclipse.cdt", false); UMLDiagramRecognizer.recogCD(cd_dir, "badqiu/rapid-framework", false); UMLDiagramRecognizer.recogCD(cd_dir, "C204-242-DJSMT/Assignment-1", false); - UMLDiagramRecognizer.recogCD(cd_dir, "cscfa/bartleby", true); + UMLDiagramRecognizer.recogCD(cd_dir, "cscfa/bartleby", false); // 顺序图实验 - UMLDiagramRecognizer.recogSD(sd_dir, "coinvent/coinvent", false); + UMLDiagramRecognizer.recogSD(sd_dir, "coinvent/coinvent", true); } } diff --git a/src/main/java/com/hy/java/uct/umlrecog/sddetector/MessageDetector.java b/src/main/java/com/hy/java/uct/umlrecog/sddetector/MessageDetector.java index 7e9d0df..4f7f10c 100644 --- a/src/main/java/com/hy/java/uct/umlrecog/sddetector/MessageDetector.java +++ b/src/main/java/com/hy/java/uct/umlrecog/sddetector/MessageDetector.java @@ -66,9 +66,9 @@ public class MessageDetector { Mat lines = new Mat(); if (detect_solid) { // 实线检测时，“最小直线长度”与图像像素有关；“最大像素间隔”越小越接近实线 - Imgproc.HoughLinesP(edges, lines, 1, Math.PI / 180, 8, 29, 2); + Imgproc.HoughLinesP(edges, lines, 1, Math.PI / 2, 8, 29, 1); } else { - Imgproc.HoughLinesP(edges, lines, 1, Math.PI / 180, 8, 29, 10); + Imgproc.HoughLinesP(edges, lines, 1, Math.PI / 2, 8, 29, 8); } // 保存所有刚检测出来的“原始直线” for (int i = 0; i < lines.rows(); i++) { @@ -110,8 +110,7 @@ public class MessageDetector { for (int j = i + 1; j < current_size; j++) { Line other_line = line_segments.get(j); if (Line.Knear(line, other_line)) { - if (Line.ptNearPt(line.pt1, other_line.pt1, false, true, other_line) || Line.ptNearPt(line.pt1, other_line.pt2, false, true, other_line) - || Line.ptNearPt(line.pt2, other_line.pt1, false, true, other_line) || Line.ptNearPt(line.pt2, other_line.pt2, false, true, other_line)) { + if (Line.ptNearPt(line.pt1, other_line.pt1, false, true, other_line) || Line.ptNearPt(line.pt1, other_line.pt2, false, true, other_line) || Line.ptNearPt(line.pt2, other_line.pt1, false, true, other_line) || Line.ptNearPt(line.pt2, other_line.pt2, false, true, other_line)) { other_line.should_be_del = true; } } @@ -131,44 +130,46 @@ public class MessageDetector { } } /* - * 从这里开始。现在所有线已识别出来（需看一下效果） + * 现在所有线已识别出来 * - * 之后检测线与对象的位置关系，设置好source、target即可 - * - * - * 可能不需要PolygonalLine这么麻烦的东西 - * - * ！！！！！！！！！！！！！！！！！！！！！！ - * - * ！！！！！！！！！！！！！！！！！！！！！！ - * - * ！！！！！！！！！！！！！！！！！！！！！！ - */ - /* - * 对所有实线，将可能的“折线”识别并合并。合并为折线的直线，其belonged_polygonal_line会标识其所属折线 - */ - Set poly_lines = mergePolygonalLines(line_segments); - /* - * 利用UML_classes的位置，进一步筛选关系线，存在result中 - * - * 针对每条候选关系线，计算每个类方框的4根边框线，看哪个边框线与当前候选关系线相交（允许一定像素的误差），则认为这条线确实是关系线，且属于相交的类 + * 首先找出斜率为0的直线，然后在原图中切下包含该直线的部分，单独识别。将两端坐标与每个对象做比较，设置source、target */ - for (PolygonalLine pl : poly_lines) { - Message rela = new Message(pl); - // 对pl.pt1和pl.pt2，需要将其延直线方向延长一点，检查延长后的端点。 - for (UMLObject uml_class : UML_objects) { - // 检查延长后的端点 - if (uml_class.whole.contains(ImgProcessor.reachPt(pl.pt1, pl.l1, 35, false))) { - // 暂时将与pt1相近的类记为source、与pt2相近的类为target，后面识别出符号来后再调 - rela.source = uml_class; + for (Line l : line_segments) { + // 看一下效果,最后注释掉 + // Imgproc.line(sd_diagram, l.pt1, l.pt2, new Scalar(25, 25, 25), 5); + // Imgcodecs.imwrite(temp_res_path, sd_diagram); + if (Double.parseDouble(Line.getK(l)) <= 0.1) { + // 获取l的包络矩形 + Rect rect = null; + /* + * 怎么获取l的包络矩形？ + * + * 怎么获取l的包络矩形？ + * + * 怎么获取l的包络矩形？ + */ + + Mat cutted_img = ImgProcessor.cutImage(sd_diagram, rect); + Mat edges_in_cutted = new Mat(); + Imgproc.Canny(cutted_img, edges_in_cutted, 50, 50 * 3, 3, true); + // 从边缘集中检测直线。膨胀（将线外面的空白区域膨胀）、腐蚀（让线侵蚀周围的空白区域），可以提高识别准确率 + Mat lines_in_cutted = new Mat(); + if (detect_solid) { + // 实线检测时，“最小直线长度”与图像像素有关；“最大像素间隔”越小越接近实线 + Imgproc.HoughLinesP(edges_in_cutted, lines_in_cutted, 1, Math.PI / 2, 8, 29, 1); + } else { + Imgproc.HoughLinesP(edges_in_cutted, lines_in_cutted, 1, Math.PI / 2, 8, 29, 8); } - if (uml_class.whole.contains(ImgProcessor.reachPt(pl.pt2, pl.l2, 35, false))) { - // 暂时将与pt1相近的类记为source、与pt2相近的类为target，后面识别出符号来后再调 - rela.target = uml_class; + List line_segments_in_cutted = new ArrayList<>(); + // 保存所有刚检测出来的“原始直线” + for (int i = 0; i < lines_in_cutted.rows(); i++) { + line_segments_in_cutted.add(new Line(new Point(lines_in_cutted.get(i, 0)[0], lines_in_cutted.get(i, 0)[1]), new Point(lines_in_cutted.get(i, 0)[2], lines_in_cutted.get(i, 0)[3]))); + } + // 然后看line_segments_in_cutted里的线是否与其他对象有关系。如果有，则设置source和target + for (Line l_in_cutted : line_segments_in_cutted) { + result.add(null); + break; } - } - if (rela.source != null && rela.target != null) { - result.add(rela); } } /* @@ -410,8 +411,7 @@ public class MessageDetector { dash_rela.source.out_msgs.add(dash_rela); dash_rela.target.in_msgs.add(dash_rela); break; - } else if (rect_containing_rela_type.contains(dash_rela.poly_line.pt2) - || rect_containing_rela_type.contains(ImgProcessor.reachPt(dash_rela.poly_line.pt2, dash_rela.poly_line.l2, 5, false)) + } else if (rect_containing_rela_type.contains(dash_rela.poly_line.pt2) || rect_containing_rela_type.contains(ImgProcessor.reachPt(dash_rela.poly_line.pt2, dash_rela.poly_line.l2, 5, false)) || rect_containing_rela_type.contains(ImgProcessor.reachPt(dash_rela.poly_line.pt2, dash_rela.poly_line.l2, 5, true))) { belong_to_dash_rela = true; // 重新设置虚线的source和target。由于目前虚线的端点pt2必须对应target类，所以如果虚线的原source类对应了pt2，则需对换source和target @@ -439,8 +439,7 @@ public class MessageDetector { // 记录该包络矩形是否属于当前实线关系线solid_rela。如果是的话，再去检测矩形内图形 boolean belong_to_this_solid_rela = false; // 方法同对dash_rela的检测。对线的每个端点，检查其本身、延伸、反向延伸这三个点是否被包含于包络矩形中。 - if (rect_containing_rela_type.contains(solid_rela.poly_line.pt1) - || rect_containing_rela_type.contains(ImgProcessor.reachPt(solid_rela.poly_line.pt1, solid_rela.poly_line.l1, 5, false)) + if (rect_containing_rela_type.contains(solid_rela.poly_line.pt1) || rect_containing_rela_type.contains(ImgProcessor.reachPt(solid_rela.poly_line.pt1, solid_rela.poly_line.l1, 5, false)) || rect_containing_rela_type.contains(ImgProcessor.reachPt(solid_rela.poly_line.pt1, solid_rela.poly_line.l1, 5, true))) { // 包络矩形确实包含关系线的端点pt1 belong_to_this_solid_rela = true; @@ -451,8 +450,7 @@ public class MessageDetector { solid_rela.target = temp; } solid_rela.source_pt_index = 2; - } else if (rect_containing_rela_type.contains(solid_rela.poly_line.pt2) - || rect_containing_rela_type.contains(ImgProcessor.reachPt(solid_rela.poly_line.pt2, solid_rela.poly_line.l2, 5, false)) + } else if (rect_containing_rela_type.contains(solid_rela.poly_line.pt2) || rect_containing_rela_type.contains(ImgProcessor.reachPt(solid_rela.poly_line.pt2, solid_rela.poly_line.l2, 5, false)) || rect_containing_rela_type.contains(ImgProcessor.reachPt(solid_rela.poly_line.pt2, solid_rela.poly_line.l2, 5, true))) { belong_to_this_solid_rela = true; // 重新设置虚线的source和target。由于目前虚线的端点pt2必须对应target类，所以如果虚线的原source类对应了pt2，则需对换source和target @@ -494,8 +492,7 @@ public class MessageDetector { target_line = solid_rela.poly_line.l2; } // 如果rect_possible_containing_ext包含当前关系线solid_rela的target端点或延长，则就是继承关系了 - if (rect_possible_containing_ext.contains(target_point) || rect_possible_containing_ext.contains(ImgProcessor.reachPt(target_point, target_line, 5, false)) - || rect_possible_containing_ext.contains(ImgProcessor.reachPt(target_point, target_line, 5, true))) { + if (rect_possible_containing_ext.contains(target_point) || rect_possible_containing_ext.contains(ImgProcessor.reachPt(target_point, target_line, 5, false)) || rect_possible_containing_ext.contains(ImgProcessor.reachPt(target_point, target_line, 5, true))) { type = "继承"; } /* diff --git a/src/main/java/com/hy/java/uct/umlrecog/util/Message.java b/src/main/java/com/hy/java/uct/umlrecog/util/Message.java index 694dcfd..b40a325 100644 --- a/src/main/java/com/hy/java/uct/umlrecog/util/Message.java +++ b/src/main/java/com/hy/java/uct/umlrecog/util/Message.java @@ -4,10 +4,12 @@ public class Message { public UMLObject source; public UMLObject target; - public PolygonalLine poly_line; + public Line line; public int source_pt_index; public String msg; + public PolygonalLine poly_line; + public Message(PolygonalLine pl) { // TODO Auto-generated constructor stub } diff --git a/src/main/resources/cd/cscfa_bartleby.txt b/src/main/resources/cd/cscfa_bartleby.txt index 3e4536f..ba694bd 100644 --- a/src/main/resources/cd/cscfa_bartleby.txt +++ b/src/main/resources/cd/cscfa_bartleby.txt @@ -32,6 +32,46 @@ Encoder %实现￥#UnsynchronizedAppenderBase @+doAppend(E event): void +#append(E event): void ++addFiter Fiter <> fiter): void ++getFierChainDeciion(E event): FiterReply +@@#<> +Appender +@“+doAppend(E event): void +@@#RollingFileAppender +@#setRolingPoiicy RollngPolicy): void ++setTriggeringPolcy (TriggeringPolicy ) +@null@#FileAppender +@+setFile(String): void. ++setPrudentlooolean): void ++setAppend(boolean): void +@@FileAppender +%‘OutputStreamAppender +%实现￥#‘ConsoleAppender +@+setTarget(String): void +@@‘ConsoleAppender +%‘OutputStreamAppender +%实现￥#Filter +@+decide(E event): FilterReply +@null@Filter +%‘OutputStreamAppender +%实现￥#<> +Encoder +@#init{OutputStream): void ++doEncode(E event): void ++cose(): void +@null@#‘OutputStreamAppender 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z0&v_D=w=}hbFx*M&Vw!!>N_*6WmVkH@&&8n$x4ge;2w&)W?az`yFfz*3RUnyug)To zeRe^B))eHNK(GZh62{H#tLDo~lH2hHBSF$K38ZNmnp(wl2`$(;+HALAQJ9uT72*YO zL&s1HgW}-tA}IK~6}L%mfuA{G1bTGJrvp+AI~*0k5A;~!w-)NB%zB481Colt=!G{* zKrrY)!0UCZ!cn9_aU7T5i$UOlS6DzWkh+3k&MC8C5(|H1VL*8pl051qA$6c@3kw0t zXley1$0^iu(&^2NNE|Ac577&+GU8Zue?7d*(+JW!?Sq0RwQ14%$pa6Z{+G{ww;ulT PD9^WL$Kz++{+Is?BqZ Date: Wed, 10 Mar 2021 20:39:44 +0800 Subject: [PATCH 11/14] =?UTF-8?q?=E5=8E=BB=E6=8E=89=E5=85=B3=E7=B3=BB?= =?UTF-8?q?=E7=B1=BB=E5=9E=8B=E8=AF=86=E5=88=AB=E9=83=A8=E5=88=86?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../umlrecog/sddetector/MessageDetector.java | 175 +----------------- 1 file changed, 1 insertion(+), 174 deletions(-) diff --git a/src/main/java/com/hy/java/uct/umlrecog/sddetector/MessageDetector.java b/src/main/java/com/hy/java/uct/umlrecog/sddetector/MessageDetector.java index 4f7f10c..9d85271 100644 --- a/src/main/java/com/hy/java/uct/umlrecog/sddetector/MessageDetector.java +++ b/src/main/java/com/hy/java/uct/umlrecog/sddetector/MessageDetector.java @@ -41,7 +41,7 @@ public class MessageDetector { // 再检测虚线。虚线检测除了间隔设置与实线不同外，其他完全一样 Set dash_lines = detectLines(objects_in_sd, 0.0504, false); // 再检测消息内容。由于会遍历所有关系，所以顺便将关系存在objects_in_sd中每个UMLObject的关系列表中 - result = detectRelationType(objects_in_sd, solid_lines, dash_lines, 0.0001); + // result = detectRelationType(objects_in_sd, solid_lines, dash_lines, 0.0001); } private Set detectLines(Pair> objects_in_sd, double ratio, boolean detect_solid) { @@ -344,179 +344,6 @@ public class MessageDetector { return result; } - /** - * 识别关系符号，并根据关系符号与关系线端点的位置关系更新关系线的source和target - * - * @param classes_in_cd2 - * @param dash_lines - * @param solid_lines - * @param dash_lines - * @return - */ - private Pair> detectRelationType(Pair> classes_in_cd2, Set solid_lines, Set dash_lines, double ratio) { - System.out.println("开始识别" + sd_path + "中所有关系符号"); - Mat cls_diagram = classes_in_cd2.getLeft(); - Mat origin_cls_diagram = Imgcodecs.imread(sd_path, Imgcodecs.IMREAD_GRAYSCALE); - /* - * 识别图中所有“轮廓”并存在contours中 - */ - // 先腐蚀（让符号像素侵蚀周围空间，得以连接起来）、后膨胀（让点周围的空白区域膨胀，从而去掉孤立的噪点），提高识别准确率 - Imgproc.erode(cls_diagram, cls_diagram, Imgproc.getStructuringElement(Imgproc.MORPH_RECT, new Size(3.5, 3.5)), new Point(-1, -1), 4); - Imgproc.dilate(cls_diagram, cls_diagram, Imgproc.getStructuringElement(Imgproc.MORPH_RECT, new Size(1.7, 1.7)), new Point(-1, -1), 5); - List contours = new ArrayList<>(); - Imgproc.findContours(cls_diagram, contours, new Mat(), Imgproc.RETR_LIST, Imgproc.CHAIN_APPROX_SIMPLE); - /* - * 对每个轮廓contour，检测是否为某种关系符号 - */ - // 根据图片像素计算轮廓面积阈值。如果轮廓面积太小或太大，则直接忽略 - long cd_area = cls_diagram.width() * cls_diagram.height(); - double min_area = cd_area * ratio; - double max_area = cd_area * 0.5; - for (MatOfPoint contour : contours) { - // 如果轮廓面积太小或太大，则直接忽略 - double contour_area = Imgproc.contourArea(contour); - if (contour_area < min_area || contour_area > max_area) { - // 将噪点直接涂白 - Imgproc.fillConvexPoly(cls_diagram, contour, new Scalar(255, 255, 255)); - continue; - } - // 如果轮廓面积合适，则用矩形将其包裹，并裁剪原图中的矩形区域、重新识别符号 - MatOfPoint2f curve = new MatOfPoint2f(contour.toArray()); - MatOfPoint2f approx_curve = new MatOfPoint2f(); - Imgproc.approxPolyDP(curve, approx_curve, 0.01 * Imgproc.arcLength(curve, true), true); - // 获取包络矩形 - Rect rect_containing_rela_type = Imgproc.boundingRect(new MatOfPoint(approx_curve.toArray())); - // 如果包络矩形包含某一条关系线的某一端，则检测该矩形内的符号 - // 对于虚线，由于只可能是实现或生命线，所以只需要知道是否包含即可，不用检测矩形内部图形。belong_to_dash_rela为true表示当前关系符号属于某条虚线关系线 - boolean belong_to_dash_rela = false; - for (Message dash_rela : dash_lines) { - // 如果dash_rela.source_pt_index != -1，则说明该dash_rela已经与某一包络矩形检测并对应上了，则跳过 - if (dash_rela.source_pt_index != -1) { - continue; - } - // 对线的每个端点，检查其本身、延伸、反向延伸这三个点是否被包含于包络矩形中。如果包含，则belong_to_dash_line = true; - if (rect_containing_rela_type.contains(dash_rela.poly_line.pt1) || rect_containing_rela_type.contains(ImgProcessor.reachPt(dash_rela.poly_line.pt1, dash_rela.poly_line.l1, 5, false)) - || rect_containing_rela_type.contains(ImgProcessor.reachPt(dash_rela.poly_line.pt1, dash_rela.poly_line.l1, 5, true))) { - // 包络矩形确实包含关系线的端点pt1 - belong_to_dash_rela = true; - // 重新设置虚线的source和target。由于目前虚线的端点pt1必须对应target类，所以如果虚线的原source类对应了pt1，则需对换source和target - if (dash_rela.source.whole.contains(ImgProcessor.reachPt(dash_rela.poly_line.pt1, dash_rela.poly_line.l1, 35, false))) { - UMLObject temp = dash_rela.source; - dash_rela.source = dash_rela.target; - dash_rela.target = temp; - } - dash_rela.source_pt_index = 2; - dash_rela.msg = "实现"; - // 记录当前关系到UMLClass里 - dash_rela.source.out_msgs.add(dash_rela); - dash_rela.target.in_msgs.add(dash_rela); - break; - } else if (rect_containing_rela_type.contains(dash_rela.poly_line.pt2) || rect_containing_rela_type.contains(ImgProcessor.reachPt(dash_rela.poly_line.pt2, dash_rela.poly_line.l2, 5, false)) - || rect_containing_rela_type.contains(ImgProcessor.reachPt(dash_rela.poly_line.pt2, dash_rela.poly_line.l2, 5, true))) { - belong_to_dash_rela = true; - // 重新设置虚线的source和target。由于目前虚线的端点pt2必须对应target类，所以如果虚线的原source类对应了pt2，则需对换source和target - if (dash_rela.source.whole.contains(ImgProcessor.reachPt(dash_rela.poly_line.pt2, dash_rela.poly_line.l2, 35, false))) { - UMLObject temp = dash_rela.source; - dash_rela.source = dash_rela.target; - dash_rela.target = temp; - } - dash_rela.source_pt_index = 1; - dash_rela.msg = "实现"; - // 记录当前关系到UMLClass里 - dash_rela.source.out_msgs.add(dash_rela); - dash_rela.target.in_msgs.add(dash_rela); - break; - } - } - // 如果该关系符号不属于任何虚线关系，则检测其是否属于某实线关系 - if (!belong_to_dash_rela) { - // 对于实线，需检测矩形内部图形，识别继承、聚合 - for (Message solid_rela : solid_lines) { - // 如果solid_line.source_pt_index != -1，则说明该solid_line已经与某一包络矩形检测并对应上了，则跳过 - if (solid_rela.source_pt_index != -1) { - continue; - } - // 记录该包络矩形是否属于当前实线关系线solid_rela。如果是的话，再去检测矩形内图形 - boolean belong_to_this_solid_rela = false; - // 方法同对dash_rela的检测。对线的每个端点，检查其本身、延伸、反向延伸这三个点是否被包含于包络矩形中。 - if (rect_containing_rela_type.contains(solid_rela.poly_line.pt1) || rect_containing_rela_type.contains(ImgProcessor.reachPt(solid_rela.poly_line.pt1, solid_rela.poly_line.l1, 5, false)) - || rect_containing_rela_type.contains(ImgProcessor.reachPt(solid_rela.poly_line.pt1, solid_rela.poly_line.l1, 5, true))) { - // 包络矩形确实包含关系线的端点pt1 - belong_to_this_solid_rela = true; - // 重新设置虚线的source和target。由于目前虚线的端点pt1必须对应target类，所以如果虚线的原source类对应了pt1，则需对换source和target - if (solid_rela.source.whole.contains(ImgProcessor.reachPt(solid_rela.poly_line.pt1, solid_rela.poly_line.l1, 35, false))) { - UMLObject temp = solid_rela.source; - solid_rela.source = solid_rela.target; - solid_rela.target = temp; - } - solid_rela.source_pt_index = 2; - } else if (rect_containing_rela_type.contains(solid_rela.poly_line.pt2) || rect_containing_rela_type.contains(ImgProcessor.reachPt(solid_rela.poly_line.pt2, solid_rela.poly_line.l2, 5, false)) - || rect_containing_rela_type.contains(ImgProcessor.reachPt(solid_rela.poly_line.pt2, solid_rela.poly_line.l2, 5, true))) { - belong_to_this_solid_rela = true; - // 重新设置虚线的source和target。由于目前虚线的端点pt2必须对应target类，所以如果虚线的原source类对应了pt2，则需对换source和target - if (solid_rela.source.whole.contains(ImgProcessor.reachPt(solid_rela.poly_line.pt2, solid_rela.poly_line.l2, 35, false))) { - UMLObject temp = solid_rela.source; - solid_rela.source = solid_rela.target; - solid_rela.target = temp; - } - solid_rela.source_pt_index = 1; - } - // 目前该关系符号确实属于当前实线关系solid_rela，所以需检查其是聚合还是继承 - if (belong_to_this_solid_rela) { - String type = "聚合"; - // 裁剪原图中包含关系符号的矩形区域 - Mat cutted_origin_rela_type_area = ImgProcessor.cutImage(origin_cls_diagram, rect_containing_rela_type); - Imgproc.erode(cutted_origin_rela_type_area, cutted_origin_rela_type_area, Imgproc.getStructuringElement(Imgproc.MORPH_RECT, new Size(2, 2)), new Point(-1, -1), 2); - Imgproc.dilate(cutted_origin_rela_type_area, cutted_origin_rela_type_area, Imgproc.getStructuringElement(Imgproc.MORPH_RECT, new Size(1, 1)), new Point(-1, -1), 2); - // 针对包含关系符号的区域，重新识别各种“轮廓”，从而发现真正的关系符号 - List origin_contours = new ArrayList<>(); - Imgproc.findContours(cutted_origin_rela_type_area, origin_contours, new Mat(), Imgproc.RETR_LIST, Imgproc.CHAIN_APPROX_SIMPLE); - // 针对识别出来的各种“轮廓”做筛选 - for (MatOfPoint origin_contour : origin_contours) { - MatOfPoint2f origin_curve = new MatOfPoint2f(origin_contour.toArray()); - MatOfPoint2f origin_approx_curve = new MatOfPoint2f(); - // 对“轮廓”做二次逼近，获取关系符号形状。第一次逼近可以误差大一点，得到大致形状；第二次逼近误差要小一点，得到精确形状 - 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); - // 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） - if (origin_approx_curve.toArray().length == 3) { - // 获取三角形的包络矩形 - Rect rect_possible_containing_ext = Imgproc.boundingRect(new MatOfPoint(origin_approx_curve.toArray())); - // 检查包络矩形rect_possible_containing_ext是否真的包含当前关系线solid_rela的target端点的延长线。如果是的话，则确定是继承关系 - // 先找到关系线solid_rela的target端点和对应线段。然后检查target端点的延长与包络矩形的关系 - Point target_point = solid_rela.poly_line.pt1; - Line target_line = solid_rela.poly_line.l1; - if (solid_rela.source_pt_index == 1) { - // 如果source端点是1，则target端点是pt2 - target_point = solid_rela.poly_line.pt2; - target_line = solid_rela.poly_line.l2; - } - // 如果rect_possible_containing_ext包含当前关系线solid_rela的target端点或延长，则就是继承关系了 - if (rect_possible_containing_ext.contains(target_point) || rect_possible_containing_ext.contains(ImgProcessor.reachPt(target_point, target_line, 5, false)) || rect_possible_containing_ext.contains(ImgProcessor.reachPt(target_point, target_line, 5, true))) { - type = "继承"; - } - /* - * 看一下实线符号识别情况。可注释掉 - */ - // Imgproc.rectangle(cutted_origin_rela_type_area, rect_possible_containing_ext, new Scalar(5, 5, 5), 3); - // Imgcodecs.imwrite(temp_res_path, cutted_origin_rela_type_area); - } - } - solid_rela.msg = type; - // 记录当前关系到result里 - solid_rela.source.out_msgs.add(solid_rela); - solid_rela.target.in_msgs.add(solid_rela); - // 检测完符号类别后，对当前区域就算检测完了，不用再检测其他实线了 - break; - } - } - // 如果运行到这儿（检测完符号类别后break会直接到这儿），说明对当前区域的包络矩形与实线之间的检测完毕。相当于对当前区域检测完毕，开始检测下一个区域 - } - } - System.out.println("完成对" + sd_path + "中识别关系符号的识别。"); - return classes_in_cd2; - } - public Pair> getResult() { return result; } -- Gitee From 45b5085b34d75cbcd9f8ac349857d0912c323804 Mon Sep 17 00:00:00 2001 From: chief Date: Thu, 11 Mar 2021 23:10:59 +0800 Subject: [PATCH 12/14] =?UTF-8?q?=E4=BB=8EMessageDetector=E7=9A=84113?= =?UTF-8?q?=E8=A1=8C=E5=BC=80=E5=A7=8B=E3=80=82=E7=9B=AE=E5=89=8D=E8=83=BD?= =?UTF-8?q?=E8=AF=86=E5=88=AB=E5=87=BA=E5=9B=BE=E4=B8=AD=E6=89=80=E6=9C=89?= =?UTF-8?q?=E5=85=B3=E7=B3=BB=E7=BA=BF=EF=BC=88=E5=87=86=E7=A1=AE=E7=8E=87?= =?UTF-8?q?100%=EF=BC=89=EF=BC=8C=E4=BD=86=E4=B8=8E=E5=AF=B9=E8=B1=A1?= =?UTF-8?q?=E5=85=B3=E7=B3=BB=E8=BF=98=E6=9C=AA=E6=90=9E=E6=B8=85?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../umlrecog/sddetector/MessageDetector.java | 200 +++--------------- src/main/resources/sd/temp result.png | Bin 21925 -> 13030 bytes 2 files changed, 30 insertions(+), 170 deletions(-) diff --git a/src/main/java/com/hy/java/uct/umlrecog/sddetector/MessageDetector.java b/src/main/java/com/hy/java/uct/umlrecog/sddetector/MessageDetector.java index 9d85271..dd737db 100644 --- a/src/main/java/com/hy/java/uct/umlrecog/sddetector/MessageDetector.java +++ b/src/main/java/com/hy/java/uct/umlrecog/sddetector/MessageDetector.java @@ -52,6 +52,7 @@ public class MessageDetector { System.out.println("开始识别" + sd_path + "中的虚线"); } Mat sd_diagram = objects_in_sd.getLeft(); + Mat origin_sd_diagram = Imgcodecs.imread(sd_path, Imgcodecs.IMREAD_GRAYSCALE); List UML_objects = objects_in_sd.getRight(); /* * 先检测边缘，然后从边缘集中初步检测“原始直线” @@ -74,82 +75,26 @@ public class MessageDetector { for (int i = 0; i < lines.rows(); i++) { line_segments.add(new Line(new Point(lines.get(i, 0)[0], lines.get(i, 0)[1]), new Point(lines.get(i, 0)[2], lines.get(i, 0)[3]))); } + // 看一下效果,最后注释掉 /* - * 检查“原始直线”集中是否有重合直线，去除冗余或合并 + * for (Line l : line_segments) { Imgproc.line(sd_diagram, l.pt1, l.pt2, new Scalar(25, 25, 25), 5); Imgcodecs.imwrite(temp_res_path, sd_diagram); } */ - int current_size = line_segments.size(); - for (int i = 0; i < current_size; i++) { - Line line = line_segments.get(i); - // 将line与other_line做比较，标记出所有与当前直线重合、或需合并的直线 - for (int j = i + 1; j < current_size; j++) { - Line other_line = line_segments.get(j); - // 下列情况算为一条线：“两端都接近”；或其中一端接近、且两直线斜率接近；或有一部分重合 - if (line.isCoincideWith(other_line)) { - other_line.should_be_del = true; - } - } - // 去除冗余；合并同斜率 - for (int j = i + 1; j < current_size;) { - Line other_line = line_segments.get(j); - if (other_line.should_be_del) { - // 将两条直线合并为一条长直线，存在line中 - line_segments.set(i, mergeCoincideLines(line, other_line)); - // 去除冗余 - line_segments.remove(other_line); - current_size = line_segments.size(); - } else { - j++; - } - } - } - // 此时可以还有“斜率接近，但端点不接近”的线段，如果这种线段间距很小，则也合并 - current_size = line_segments.size(); - for (int i = 0; i < current_size; i++) { - Line line = line_segments.get(i); - // 将line与other_line做比较 - for (int j = i + 1; j < current_size; j++) { - Line other_line = line_segments.get(j); - if (Line.Knear(line, other_line)) { - if (Line.ptNearPt(line.pt1, other_line.pt1, false, true, other_line) || Line.ptNearPt(line.pt1, other_line.pt2, false, true, other_line) || Line.ptNearPt(line.pt2, other_line.pt1, false, true, other_line) || Line.ptNearPt(line.pt2, other_line.pt2, false, true, other_line)) { - other_line.should_be_del = true; - } - } - } - // 去除冗余；合并同斜率 - for (int j = i + 1; j < current_size;) { - Line other_line = line_segments.get(j); - if (other_line.should_be_del) { - // 将两条直线合并为一条长直线，存在line中 - line_segments.set(i, mergeCoincideLines(line, other_line)); - // 去除冗余 - line_segments.remove(other_line); - current_size = line_segments.size(); - } else { - j++; - } - } - } /* * 现在所有线已识别出来 * - * 首先找出斜率为0的直线，然后在原图中切下包含该直线的部分，单独识别。将两端坐标与每个对象做比较，设置source、target + * 首先找出斜率为0的每条直线，然后在原图中切下包含该直线的部分，单独识别。将两端坐标与每个对象做比较，设置source、target */ for (Line l : line_segments) { - // 看一下效果,最后注释掉 - // Imgproc.line(sd_diagram, l.pt1, l.pt2, new Scalar(25, 25, 25), 5); - // Imgcodecs.imwrite(temp_res_path, sd_diagram); + if (Line.getK(l) == "无穷大") { + continue; + } if (Double.parseDouble(Line.getK(l)) <= 0.1) { // 获取l的包络矩形 - Rect rect = null; - /* - * 怎么获取l的包络矩形？ - * - * 怎么获取l的包络矩形？ - * - * 怎么获取l的包络矩形？ - */ - - Mat cutted_img = ImgProcessor.cutImage(sd_diagram, rect); + Point left_pt = l.pt1.x < l.pt2.x ? l.pt1 : l.pt2; + Rect rect = new Rect(0, (int) left_pt.y - 17, sd_diagram.width(), 22); + Mat cutted_img = ImgProcessor.cutImage(origin_sd_diagram, rect); + // 可看到截取原图中包含关系线,最后注释掉 + Imgcodecs.imwrite(temp_res_path, cutted_img); Mat edges_in_cutted = new Mat(); Imgproc.Canny(cutted_img, edges_in_cutted, 50, 50 * 3, 3, true); // 从边缘集中检测直线。膨胀（将线外面的空白区域膨胀）、腐蚀（让线侵蚀周围的空白区域），可以提高识别准确率 @@ -165,15 +110,31 @@ public class MessageDetector { for (int i = 0; i < lines_in_cutted.rows(); i++) { line_segments_in_cutted.add(new Line(new Point(lines_in_cutted.get(i, 0)[0], lines_in_cutted.get(i, 0)[1]), new Point(lines_in_cutted.get(i, 0)[2], lines_in_cutted.get(i, 0)[3]))); } - // 然后看line_segments_in_cutted里的线是否与其他对象有关系。如果有，则设置source和target + // 目前line_segments_in_cutted里的“原始直线”都画完后，一定包含原关系线。现在需找出真正的那条线、舍去其他的 + // 方法：看line_segments_in_cutted里的线是否与其他对象有关系。如果有，则设置source和target for (Line l_in_cutted : line_segments_in_cutted) { + // 看一下效果,最后注释掉 + // Imgproc.line(sd_diagram, new Point(l_in_cutted.pt1.x, l_in_cutted.pt1.y + left_pt.y - 17), new Point(l_in_cutted.pt2.x, l_in_cutted.pt2.y + left_pt.y - 17), new Scalar(25, 25, 25), 5); + // Imgcodecs.imwrite(temp_res_path, sd_diagram); + /* + * 先看看针对每条关系线，切出来的原画里识别的“原始直线集”里的线段多不多，如果不多的话，可能真就只有一条关系线 + * + * 如果真就只有一条关系线的话，那就直接根据关系线两端和对象中心的位置关系，即可确定source、target了 + * + * 顺便还能识别一下消息文字 + */ + + // 识别完文字、添加进结果，就完事了。现在关系识别正确率100% result.add(null); - break; + // break; } + } } /* * 在图中抹掉关系线，防止其影响后续识别 + * + * 有可能不需要 */ if (detect_solid) { // 实线识别结果 @@ -243,107 +204,6 @@ public class MessageDetector { return lines.get(lines.size() - 1); } - /** - * 将可能的“折线”识别并合并 - */ - private Set mergePolygonalLines(List lines) { - Set result = new HashSet<>(); - // 从第一条线开始，检查当前线与每条后面的线是否能合并 - for (int i = 0; i < lines.size(); i++) { - Line line = lines.get(i); - if (line.pt1_in_polyline && line.pt2_in_polyline) { - continue; - } - if (line.belonged_poly == null) { - // 将当前直线作为一条新折线的一段 - line.belonged_poly = new PolygonalLine(line); - result.add(line.belonged_poly); - } - // 检查当前线与每条后面的线是否能合并 - for (int j = i + 1; j < lines.size(); j++) { - Line other_line = lines.get(j); - Pair pt1_other_line = Line.ptNearLine(line.pt1, other_line); - Pair pt2_other_line = Line.ptNearLine(line.pt2, other_line); - if (pt1_other_line.getLeft() == true) { - if (pt1_other_line.getRight() == other_line.pt1) { - if (Line.ptNearPt(line.pt1, other_line.pt1, false, false, other_line)) { - // 在折线的线段list中添加other_line - line.belonged_poly.line_list.add(other_line); - // 更新line和other_line的端点状态 - line.pt1_in_polyline = true; - other_line.pt1_in_polyline = true; - // 顺便给other_line也存上折线 - other_line.belonged_poly = line.belonged_poly; - } - - } else { - if (Line.ptNearPt(line.pt1, other_line.pt2, false, false, other_line)) { - // 在折线的线段list中添加other_line - line.belonged_poly.line_list.add(other_line); - // 更新line和other_line的端点状态 - line.pt1_in_polyline = true; - other_line.pt2_in_polyline = true; - // 顺便给other_line也存上折线 - other_line.belonged_poly = line.belonged_poly; - } - } - - } - // 同上，只是换一个端点 - else if (pt2_other_line.getLeft() == true) { - if (pt2_other_line.getRight() == other_line.pt1) { - if (Line.ptNearPt(line.pt2, other_line.pt1, false, false, other_line)) { - // 在折线的线段list中添加other_line - line.belonged_poly.line_list.add(other_line); - // 更新line和other_line的端点状态 - line.pt2_in_polyline = true; - other_line.pt1_in_polyline = true; - // 顺便给other_line也存上折线 - other_line.belonged_poly = line.belonged_poly; - } - - } else { - if (Line.ptNearPt(line.pt2, other_line.pt2, false, false, other_line)) { - // 在折线的线段list中添加other_line - line.belonged_poly.line_list.add(other_line); - // 更新line和other_line的端点状态 - line.pt2_in_polyline = true; - other_line.pt2_in_polyline = true; - // 顺便给other_line也存上折线 - other_line.belonged_poly = line.belonged_poly; - } - } - } - } - } - // 设置每条折线的两端。同时记录两端的点所在的线段 - for (PolygonalLine pl : result) { - for (Line l : pl.line_list) { - Point pt = l.notInPolyPt(); - if (pt != null) { - // 如果该直线两端都“暂时不在折线中”，说明这是根单独的线。将其两端设置为折线两端即可 - if (pt.x == 23579 && pt.y == 59873572) { - pl.pt1 = l.pt1; - pl.pt2 = l.pt2; - pl.l1 = l; - pl.l2 = l; - // 无需再检查（也没得可检查，因为pl.line_list中只有这一根线） - break; - } else { - if (pl.pt1 == null) 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=?UTF-8?q?=E7=B4=A0=E8=BE=83=E5=B0=91=EF=BC=8C=E5=88=99=E5=90=88=E5=B9=B6?= =?UTF-8?q?=E4=B8=BA=E4=B8=80=E6=9D=A1=E7=BA=BF=EF=BC=88=E9=A1=BA=E5=BA=8F?= =?UTF-8?q?=E5=9B=BE=E7=89=B9=E7=82=B9=EF=BC=9A=E5=90=8C=E4=B8=80=E8=A1=8C?= =?UTF-8?q?=E4=B8=8A=E5=8F=AA=E8=83=BD=E6=9C=89=E4=B8=80=E6=9D=A1=E6=B6=88?= =?UTF-8?q?=E6=81=AF=E7=BA=BF=EF=BC=89?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../umlrecog/sddetector/MessageDetector.java | 89 ++++++++++-------- src/main/resources/sd/temp result.png | Bin 13030 -> 13612 bytes 2 files changed, 48 insertions(+), 41 deletions(-) diff --git a/src/main/java/com/hy/java/uct/umlrecog/sddetector/MessageDetector.java b/src/main/java/com/hy/java/uct/umlrecog/sddetector/MessageDetector.java index dd737db..19df660 100644 --- a/src/main/java/com/hy/java/uct/umlrecog/sddetector/MessageDetector.java +++ b/src/main/java/com/hy/java/uct/umlrecog/sddetector/MessageDetector.java @@ -82,53 +82,60 @@ public class MessageDetector { /* * 现在所有线已识别出来 * - * 首先找出斜率为0的每条直线，然后在原图中切下包含该直线的部分，单独识别。将两端坐标与每个对象做比较，设置source、target + * 首先找出斜率为0的每条直线 */ + List lines_k0 = new ArrayList<>(); for (Line l : line_segments) { if (Line.getK(l) == "无穷大") { continue; } if (Double.parseDouble(Line.getK(l)) <= 0.1) { - // 获取l的包络矩形 - Point left_pt = l.pt1.x < l.pt2.x ? l.pt1 : l.pt2; - Rect rect = new Rect(0, (int) left_pt.y - 17, sd_diagram.width(), 22); - Mat cutted_img = ImgProcessor.cutImage(origin_sd_diagram, rect); - // 可看到截取原图中包含关系线,最后注释掉 - Imgcodecs.imwrite(temp_res_path, cutted_img); - Mat edges_in_cutted = new Mat(); - Imgproc.Canny(cutted_img, edges_in_cutted, 50, 50 * 3, 3, true); - // 从边缘集中检测直线。膨胀（将线外面的空白区域膨胀）、腐蚀（让线侵蚀周围的空白区域），可以提高识别准确率 - Mat lines_in_cutted = new Mat(); - if (detect_solid) { - // 实线检测时，“最小直线长度”与图像像素有关；“最大像素间隔”越小越接近实线 - Imgproc.HoughLinesP(edges_in_cutted, lines_in_cutted, 1, Math.PI / 2, 8, 29, 1); - } else { - Imgproc.HoughLinesP(edges_in_cutted, lines_in_cutted, 1, Math.PI / 2, 8, 29, 8); - } - List line_segments_in_cutted = new ArrayList<>(); - // 保存所有刚检测出来的“原始直线” - for (int i = 0; i < lines_in_cutted.rows(); i++) { - line_segments_in_cutted.add(new Line(new Point(lines_in_cutted.get(i, 0)[0], lines_in_cutted.get(i, 0)[1]), new Point(lines_in_cutted.get(i, 0)[2], lines_in_cutted.get(i, 0)[3]))); - } - // 目前line_segments_in_cutted里的“原始直线”都画完后，一定包含原关系线。现在需找出真正的那条线、舍去其他的 - // 方法：看line_segments_in_cutted里的线是否与其他对象有关系。如果有，则设置source和target - for (Line l_in_cutted : line_segments_in_cutted) { - // 看一下效果,最后注释掉 - // Imgproc.line(sd_diagram, new Point(l_in_cutted.pt1.x, l_in_cutted.pt1.y + left_pt.y - 17), new Point(l_in_cutted.pt2.x, l_in_cutted.pt2.y + left_pt.y - 17), new Scalar(25, 25, 25), 5); - // Imgcodecs.imwrite(temp_res_path, sd_diagram); - /* - * 先看看针对每条关系线，切出来的原画里识别的“原始直线集”里的线段多不多，如果不多的话，可能真就只有一条关系线 - * - * 如果真就只有一条关系线的话，那就直接根据关系线两端和对象中心的位置关系，即可确定source、target了 - * - * 顺便还能识别一下消息文字 - */ - - // 识别完文字、添加进结果，就完事了。现在关系识别正确率100% - result.add(null); - // break; - } - + lines_k0.add(l); + } + } + // 针对斜率为0的直线，如果两条直线y坐标相差像素较少，则合并为一条线（顺序图特点：同一行上只能有一条消息线） + List possible_message_lines = new ArrayList<>(); + for (Line l : lines_k0) { + // 看一下效果,最后注释掉 + // Imgproc.line(sd_diagram, l.pt1, l.pt2, new Scalar(25, 25, 25), 5); + // Imgcodecs.imwrite(temp_res_path, sd_diagram); + + possible_message_lines.add(l); + } + // 然后对possible_message_lines中的每条线，在原图中切下包含该直线的部分，单独识别。将两端坐标与每个对象做比较，设置source、target + for (Line l : possible_message_lines) { + // 获取l的包络矩形 + Point left_pt = l.pt1.x < l.pt2.x ? l.pt1 : l.pt2; + // 注意y坐标的变换、矩形高度设置，将影响后续识别。切的太多太少都不行 + Rect rect = new Rect(0, (int) left_pt.y - 17, sd_diagram.width(), 22); + Mat cutted_img = ImgProcessor.cutImage(origin_sd_diagram, rect); + // 可看到截取原图中包含关系线,最后注释掉 + Imgcodecs.imwrite(temp_res_path, cutted_img); + Mat edges_in_cutted = new Mat(); + Imgproc.Canny(cutted_img, edges_in_cutted, 50, 50 * 3, 3, true); + // 从边缘集中检测直线。膨胀（将线外面的空白区域膨胀）、腐蚀（让线侵蚀周围的空白区域），可以提高识别准确率 + Mat lines_in_cutted = new Mat(); + if (detect_solid) { + // 实线检测时，“最小直线长度”与图像像素有关；“最大像素间隔”越小越接近实线 + Imgproc.HoughLinesP(edges_in_cutted, lines_in_cutted, 1, Math.PI / 2, 8, 29, 1); + } else { + Imgproc.HoughLinesP(edges_in_cutted, lines_in_cutted, 1, Math.PI / 2, 8, 29, 8); + } + List line_segments_in_cutted = new ArrayList<>(); + // 保存所有刚检测出来的“原始直线” + for (int i = 0; i < lines_in_cutted.rows(); i++) { + line_segments_in_cutted.add(new Line(new Point(lines_in_cutted.get(i, 0)[0], lines_in_cutted.get(i, 0)[1]), new Point(lines_in_cutted.get(i, 0)[2], lines_in_cutted.get(i, 0)[3]))); + } + // 目前line_segments_in_cutted里的“原始直线”都画完后，一定包含原关系线。现在需找出真正的那条线、舍去其他的 + // 方法：看line_segments_in_cutted里的线是否与其他对象有关系。如果有，则设置source和target + for (Line l_in_cutted : line_segments_in_cutted) { + // 看一下效果,最后注释掉 + // Imgproc.line(sd_diagram, new Point(l_in_cutted.pt1.x, l_in_cutted.pt1.y + left_pt.y - 17), new Point(l_in_cutted.pt2.x, l_in_cutted.pt2.y + + // left_pt.y - 17), new Scalar(25, 25, 25), 5); + // Imgcodecs.imwrite(temp_res_path, 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chief Date: Mon, 15 Mar 2021 21:38:35 +0800 Subject: [PATCH 14/14] =?UTF-8?q?=E6=B6=88=E6=81=AF=E5=B7=B2=E5=9F=BA?= =?UTF-8?q?=E6=9C=AC=E8=AF=86=E5=88=AB=E5=AE=8C=E6=AF=95=EF=BC=8C=E6=8E=A5?= =?UTF-8?q?=E4=B8=8B=E6=9D=A5=E6=95=B4=E5=90=88=E7=BB=93=E6=9E=9C=E5=8D=B3?= =?UTF-8?q?=E5=8F=AF?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../umlrecog/sddetector/MessageDetector.java | 163 +++++++++++------- .../hy/java/uct/umlrecog/util/Message.java | 9 +- .../hy/java/uct/umlrecog/util/UMLObject.java | 5 +- src/main/resources/sd/temp result.png | Bin 13612 -> 12855 bytes 4 files changed, 110 insertions(+), 67 deletions(-) diff --git a/src/main/java/com/hy/java/uct/umlrecog/sddetector/MessageDetector.java b/src/main/java/com/hy/java/uct/umlrecog/sddetector/MessageDetector.java index 19df660..7a2fb22 100644 --- a/src/main/java/com/hy/java/uct/umlrecog/sddetector/MessageDetector.java +++ b/src/main/java/com/hy/java/uct/umlrecog/sddetector/MessageDetector.java @@ -1,14 +1,12 @@ package com.hy.java.uct.umlrecog.sddetector; +import java.io.File; import java.util.ArrayList; -import java.util.Comparator; import java.util.HashSet; import java.util.List; import java.util.Set; import org.opencv.core.Mat; -import org.opencv.core.MatOfPoint; -import org.opencv.core.MatOfPoint2f; import org.opencv.core.Point; import org.opencv.core.Rect; import org.opencv.core.Scalar; @@ -16,13 +14,17 @@ import org.opencv.core.Size; import org.opencv.imgcodecs.Imgcodecs; import org.opencv.imgproc.Imgproc; +import com.hy.java.uct.umlrecog.UMLDiagramRecognizer; import com.hy.java.uct.umlrecog.util.ImgProcessor; import com.hy.java.uct.umlrecog.util.Line; import com.hy.java.uct.umlrecog.util.Message; -import com.hy.java.uct.umlrecog.util.PolygonalLine; import com.hy.java.uct.umlrecog.util.UMLObject; import com.hy.java.utility.common.Pair; +import net.sourceforge.tess4j.ITesseract; +import net.sourceforge.tess4j.Tesseract; +import net.sourceforge.tess4j.TesseractException; + public class MessageDetector { private String sd_path = null; private String temp_res_path = null; @@ -37,15 +39,17 @@ public class MessageDetector { public void recog() { // 先检测实线。检测结果需借助对象的位置关系、去除“单纯的线” - Set solid_lines = detectLines(objects_in_sd, 0.0504, true); + Set solid_msgs = detectLines(objects_in_sd, 0.0504, true); // 再检测虚线。虚线检测除了间隔设置与实线不同外，其他完全一样 - Set dash_lines = detectLines(objects_in_sd, 0.0504, false); - // 再检测消息内容。由于会遍历所有关系，所以顺便将关系存在objects_in_sd中每个UMLObject的关系列表中 - // result = detectRelationType(objects_in_sd, solid_lines, dash_lines, 0.0001); + // Set dash_msgs = detectLines(objects_in_sd, 0.0504, false); + Set dash_msgs = null; + // 合并实线和虚线识别结果。对所有UMLObject设置out_relas和in_relas + result = mergeMessages(objects_in_sd, solid_msgs, dash_msgs); } private Set detectLines(Pair> objects_in_sd, double ratio, boolean detect_solid) { Set result = new HashSet<>(); + List temp_result = new ArrayList<>(); if (detect_solid) { System.out.println("开始识别" + sd_path + "中的实线"); } else { @@ -95,13 +99,36 @@ public class MessageDetector { } // 针对斜率为0的直线，如果两条直线y坐标相差像素较少，则合并为一条线（顺序图特点：同一行上只能有一条消息线） List possible_message_lines = new ArrayList<>(); - for (Line l : lines_k0) { + int lines_k0_size = lines_k0.size(); + for (int i = 0; i < lines_k0_size; i++) { + Line l = lines_k0.get(i); // 看一下效果,最后注释掉 // Imgproc.line(sd_diagram, l.pt1, l.pt2, new Scalar(25, 25, 25), 5); // Imgcodecs.imwrite(temp_res_path, sd_diagram); - + if (l.should_be_del) { + continue; + } + for (int j = i + 1; j < lines_k0_size; j++) { + Line other_l = lines_k0.get(j); + // 记录l的左右端点 + Point l_left_pt = l.pt1.x < l.pt2.x ? l.pt1 : l.pt2; + Point l_right_pt = l.pt1.x > l.pt2.x ? l.pt1 : l.pt2; + // 记录other_l的左右端点 + Point other_l_left_pt = other_l.pt1.x < other_l.pt2.x ? other_l.pt1 : other_l.pt2; + Point other_l_right_pt = other_l.pt1.x > other_l.pt2.x ? other_l.pt1 : other_l.pt2; + if (Math.abs(l_left_pt.y - other_l_left_pt.y) <= 4) { + other_l.should_be_del = true; + Point merged_l_left_pt = l_left_pt.x < other_l_left_pt.x ? l_left_pt : other_l_left_pt; + Point merged_l_right_pt = l_right_pt.x > other_l_right_pt.x ? l_right_pt : other_l_right_pt; + l = new Line(merged_l_left_pt, merged_l_right_pt); + } + } possible_message_lines.add(l); } + // 看一下效果,最后注释掉 + /* + * for (Line l : possible_message_lines) { Imgproc.line(sd_diagram, l.pt1, l.pt2, new Scalar(25, 25, 25), 5); Imgcodecs.imwrite(temp_res_path, sd_diagram); } + */ // 然后对possible_message_lines中的每条线，在原图中切下包含该直线的部分，单独识别。将两端坐标与每个对象做比较，设置source、target for (Line l : possible_message_lines) { // 获取l的包络矩形 @@ -129,15 +156,64 @@ public class MessageDetector { // 目前line_segments_in_cutted里的“原始直线”都画完后，一定包含原关系线。现在需找出真正的那条线、舍去其他的 // 方法：看line_segments_in_cutted里的线是否与其他对象有关系。如果有，则设置source和target for (Line l_in_cutted : line_segments_in_cutted) { + // 由于cutted的图中的线的坐标与原图坐标不同，所以需将在cutted图中识别的线坐标转换为原图中的线坐标 + Line l_converted_to_uncutted = new Line(new Point(l_in_cutted.pt1.x, l_in_cutted.pt1.y + left_pt.y - 17), new Point(l_in_cutted.pt2.x, l_in_cutted.pt2.y + left_pt.y - 17)); // 看一下效果,最后注释掉 - // Imgproc.line(sd_diagram, new Point(l_in_cutted.pt1.x, l_in_cutted.pt1.y + left_pt.y - 17), new Point(l_in_cutted.pt2.x, l_in_cutted.pt2.y + - // left_pt.y - 17), new Scalar(25, 25, 25), 5); + // Imgproc.line(sd_diagram, l_converted_to_uncutted.pt1, l_converted_to_uncutted.pt2, new Scalar(25, 25, 25), 5); // Imgcodecs.imwrite(temp_res_path, sd_diagram); - // 识别完文字、添加进结果，就完事了。现在关系识别正确率100% - result.add(null); - // break; + // 检测线与对象间的位置关系 + Point uncutted_left_pt = l_converted_to_uncutted.pt1.x < l_converted_to_uncutted.pt2.x ? l_converted_to_uncutted.pt1 : l_converted_to_uncutted.pt2; + Point uncutted_right_pt = l_converted_to_uncutted.pt1.x > l_converted_to_uncutted.pt2.x ? l_converted_to_uncutted.pt1 : l_converted_to_uncutted.pt2; + for (UMLObject UML_object : UML_objects) { + if (Math.abs(UML_object.whole.x + UML_object.whole.width / 2 - uncutted_left_pt.x) < UML_object.whole.width / 4) { + boolean found_target = false; + for (UMLObject possible_target_UML_object : UML_objects) { + if (Math.abs(possible_target_UML_object.whole.x + possible_target_UML_object.whole.width / 2 - uncutted_right_pt.x) < possible_target_UML_object.whole.width / 4) { + Message msg = new Message(l_converted_to_uncutted); + msg.source = UML_object; + msg.target = possible_target_UML_object; + // 识别文字 + ITesseract instance = new Tesseract(); + instance.setDatapath(UMLDiagramRecognizer.tessdata_path); + try { + // 注意这里用的就是刚写入的cutted_img + msg.msg = instance.doOCR(new File(temp_res_path)); + } catch (TesseractException e) { + // TODO Auto-generated catch block + e.printStackTrace(); + } + // 识别完文字、添加进结果，就完事了。现在关系识别正确率100% + temp_result.add(msg); + found_target = true; + break; + } + } + if (found_target) { + break; + } + } + } } } + // 目前所有关系已识别出来，但可能有重复。去除一下冗余 + int temp_result_size = temp_result.size(); + for (int i = 0; i < temp_result_size; i++) { + Message msg = temp_result.get(i); + // 看一下效果,最后注释掉 + // Imgproc.line(sd_diagram, msg.line.pt1, msg.line.pt2, new Scalar(25, 25, 25), 5); + // Imgproc.putText(sd_diagram, msg.msg, msg.line.pt1, 5, 5, new Scalar(25, 25, 25)); + // Imgcodecs.imwrite(temp_res_path, sd_diagram); + if (msg.is_redu) { + continue; + } + for (int j = i + 1; j < temp_result_size; j++) { + Message other_msg = temp_result.get(j); + if (Math.abs(msg.line.pt1.y - other_msg.line.pt1.y) <= 2) { + other_msg.is_redu = true; + } + } + result.add(msg); + } /* * 在图中抹掉关系线，防止其影响后续识别 * @@ -145,31 +221,21 @@ public class MessageDetector { */ if (detect_solid) { // 实线识别结果 - for (Message rela : result) { - // 两端坐标 - // System.out.println("(" + rela.poly_line.pt1.x + ", " + rela.poly_line.pt1.y + ")" + "(" + rela.poly_line.pt2.x + ", " + rela.poly_line.pt2.y + - // ")"); + for (Message msg : result) { // 在图中抹掉已识别的线，防止干扰后续识别 - for (Line segment : rela.poly_line.line_list) { - Imgproc.line(sd_diagram, segment.pt1, segment.pt2, new Scalar(255, 255, 255), 5); - } + Imgproc.line(sd_diagram, msg.line.pt1, msg.line.pt2, new Scalar(255, 255, 255), 5); // 看一眼。看结果相当于把抹掉的线再画出来，会影响后续识别，所以看完就注释掉 - // Imgproc.line(cls_diagram, rela.poly_line.pt1, rela.poly_line.pt2, new Scalar(55, 55, 55), 5); + // Imgproc.line(sd_diagram, rela.line.pt1, rela.line.pt2, new Scalar(25, 25, 25), 5); } Imgcodecs.imwrite(temp_res_path, sd_diagram); System.out.println("完成对" + sd_path + "中的实线识别，共" + result.size() + "条"); } else { // 虚线识别结果 - for (Message rela : result) { - // 两端坐标 - // System.out.println("(" + rela.poly_line.pt1.x + ", " + rela.poly_line.pt1.y + ")" + "(" + rela.poly_line.pt2.x + ", " + rela.poly_line.pt2.y + - // ")"); + for (Message msg : result) { // 在图中抹掉已识别的线，防止干扰后续识别 - for (Line segment : rela.poly_line.line_list) { - Imgproc.line(sd_diagram, segment.pt1, segment.pt2, new Scalar(255, 255, 255), 5); - } + Imgproc.line(sd_diagram, msg.line.pt1, msg.line.pt2, new Scalar(255, 255, 255), 5); // 看一眼。看结果相当于把抹掉的线再画出来，会影响后续识别，所以看完就注释掉 - // Imgproc.line(cls_diagram, rela.poly_line.pt1, rela.poly_line.pt2, new Scalar(55, 55, 55), 5); + // Imgproc.line(sd_diagram, rela.line.pt1, rela.line.pt2, new Scalar(25, 25, 25), 5); } Imgcodecs.imwrite(temp_res_path, sd_diagram); System.out.println("完成对" + sd_path + "中的虚线识别，共" + result.size() + "条"); @@ -177,38 +243,9 @@ public class MessageDetector { return result; } - /** - * 将斜率接近的两条直线合并成“最长”的一条线，并存在line中 - */ - private Line mergeCoincideLines(Line line, Line other_line) { - // 两条线的4个端点共可能有4C2条直线，把最长的一条存在line中即可 - Line l1 = new Line(line.pt1, line.pt2); - Line l2 = new Line(line.pt1, other_line.pt1); - Line l3 = new Line(line.pt1, other_line.pt2); - Line l4 = new Line(line.pt2, other_line.pt1); - Line l5 = new Line(line.pt2, other_line.pt2); - Line l6 = new Line(other_line.pt1, other_line.pt2); - List lines = new ArrayList<>(); - lines.add(l1); - lines.add(l2); - lines.add(l3); - lines.add(l4); - lines.add(l5); - lines.add(l6); - return MessageDetector.longestLine(lines); - } - - /** - * 返回一列直线中最长的直线 - */ - private static Line longestLine(List lines) { - lines.sort(new Comparator() { - @Override - public int compare(Line l1, Line l2) { - return Integer.compare((int) l1.length, (int) l2.length); - } - }); - return lines.get(lines.size() - 1); + private Pair> mergeMessages(Pair> objects_in_sd, Set solid_msgs, Set dash_msgs) { + // TODO Auto-generated method stub + return null; } public Pair> getResult() { diff --git a/src/main/java/com/hy/java/uct/umlrecog/util/Message.java b/src/main/java/com/hy/java/uct/umlrecog/util/Message.java index b40a325..9086562 100644 --- a/src/main/java/com/hy/java/uct/umlrecog/util/Message.java +++ b/src/main/java/com/hy/java/uct/umlrecog/util/Message.java @@ -2,6 +2,11 @@ package com.hy.java.uct.umlrecog.util; public class Message { + /** + * 标志其可能与其他msg重复 + */ + public boolean is_redu; + public UMLObject source; public UMLObject target; public Line line; @@ -10,7 +15,7 @@ public class Message { public PolygonalLine poly_line; - public Message(PolygonalLine pl) { - // TODO Auto-generated constructor stub + public Message(Line line) { + this.line = line; } } diff --git a/src/main/java/com/hy/java/uct/umlrecog/util/UMLObject.java b/src/main/java/com/hy/java/uct/umlrecog/util/UMLObject.java index 8b8ff11..530ac65 100644 --- a/src/main/java/com/hy/java/uct/umlrecog/util/UMLObject.java +++ b/src/main/java/com/hy/java/uct/umlrecog/util/UMLObject.java @@ -1,5 +1,6 @@ package com.hy.java.uct.umlrecog.util; +import java.util.ArrayList; import java.util.List; public class UMLObject { @@ -12,8 +13,8 @@ public class UMLObject { */ public Rectangle whole; private String title; - public List out_msgs; - public List in_msgs; + public List out_msgs = new ArrayList<>(); + public List in_msgs = new ArrayList<>(); public String getTitle() { return title; diff --git a/src/main/resources/sd/temp result.png b/src/main/resources/sd/temp result.png index 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