From 302f53f5ea946f78221c5a521da9faef0a70afb2 Mon Sep 17 00:00:00 2001 From: Claudio Maggioni Date: Wed, 19 Apr 2023 16:53:00 +0200 Subject: [PATCH] report almost done --- ...xerces.dom.CoreDocumentImpl_silhouette.csv | 88 +++--- ...ache.xerces.dom.CoreDocumentImpl_stats.csv | 89 ++++++ ...ache.xerces.dom.CoreDocumentImpl_stats.png | Bin 0 -> 100187 bytes ...erces.impl.dtd.DTDGrammar_hierarchical.csv | 178 ++++++------ ...ache.xerces.impl.dtd.DTDGrammar_kmeans.csv | 178 ++++++------ ....xerces.impl.dtd.DTDGrammar_silhouette.csv | 126 ++++----- ...pache.xerces.impl.dtd.DTDGrammar_stats.csv | 127 +++++++++ ...pache.xerces.impl.dtd.DTDGrammar_stats.png | Bin 0 -> 100216 bytes ....xs.traversers.XSDHandler_hierarchical.csv | 2 +- ...s.impl.xs.traversers.XSDHandler_kmeans.csv | 2 +- ...pl.xs.traversers.XSDHandler_silhouette.csv | 124 ++++----- ...es.impl.xs.traversers.XSDHandler_stats.csv | 127 +++++++++ ...es.impl.xs.traversers.XSDHandler_stats.png | Bin 0 -> 101927 bytes ...es.xinclude.XIncludeHandler_silhouette.csv | 124 ++++----- ....xerces.xinclude.XIncludeHandler_stats.csv | 127 +++++++++ ....xerces.xinclude.XIncludeHandler_stats.png | Bin 0 -> 104292 bytes prec_recall.py | 19 +- report/build.sh | 8 + report/main.md | 259 +++++++++++++----- report/main.pdf | Bin 195085 -> 536260 bytes silhouette.py | 83 ++++-- 21 files changed, 1159 insertions(+), 502 deletions(-) create mode 100644 clustering/org.apache.xerces.dom.CoreDocumentImpl_stats.csv create mode 100644 clustering/org.apache.xerces.dom.CoreDocumentImpl_stats.png create mode 100644 clustering/org.apache.xerces.impl.dtd.DTDGrammar_stats.csv create mode 100644 clustering/org.apache.xerces.impl.dtd.DTDGrammar_stats.png create mode 100644 clustering/org.apache.xerces.impl.xs.traversers.XSDHandler_stats.csv create mode 100644 clustering/org.apache.xerces.impl.xs.traversers.XSDHandler_stats.png create mode 100644 clustering/org.apache.xerces.xinclude.XIncludeHandler_stats.csv create mode 100644 clustering/org.apache.xerces.xinclude.XIncludeHandler_stats.png create mode 100755 report/build.sh diff --git a/clustering/org.apache.xerces.dom.CoreDocumentImpl_silhouette.csv b/clustering/org.apache.xerces.dom.CoreDocumentImpl_silhouette.csv index 1ab076c..4519a8b 100644 --- a/clustering/org.apache.xerces.dom.CoreDocumentImpl_silhouette.csv +++ b/clustering/org.apache.xerces.dom.CoreDocumentImpl_silhouette.csv @@ -1,45 +1,45 @@ ,k_means,hierarchical -2,0.7008424223503156,0.3958383820498147 -3,0.5710705368479275,0.4083355324423938 -4,0.5612355754261723,0.4894345431495262 -5,0.45447105698494905,0.49390485171067744 -6,0.4542950961743021,0.49437178337314974 -7,0.5169337345938171,0.4996628258355101 -8,0.5048012323625627,0.504680719000111 -9,0.4981437021345769,0.5104029882614454 -10,0.514873610056946,0.39391549620101274 -11,0.4397616290614397,0.35593829934237226 -12,0.3966368345309925,0.3965649809723018 -13,0.40515142998089104,0.4035942512051252 -14,0.40783453521401053,0.41018624058063885 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+40,0.7024070374495096,0.6918179479278735 +41,0.7072912915110808,0.6964034645667346 +42,0.712379056158551,0.7024471122691838 +43,0.7176833214293175,0.7256701207957181 +44,0.7232182069292477,0.7230610997944976 +45,0.7289990873402857,0.7289990873402858 diff --git a/clustering/org.apache.xerces.dom.CoreDocumentImpl_stats.csv b/clustering/org.apache.xerces.dom.CoreDocumentImpl_stats.csv new file mode 100644 index 0000000..f0ef1a7 --- /dev/null +++ b/clustering/org.apache.xerces.dom.CoreDocumentImpl_stats.csv @@ -0,0 +1,89 @@ +,algorithm,k,min,mean,max +0,hierarchical,2,1,58.5,116 +1,k_means,2,1,58.5,116 +2,hierarchical,3,1,39.0,113 +3,k_means,3,1,39.0,115 +4,hierarchical,4,1,29.25,113 +5,k_means,4,1,29.25,98 +6,hierarchical,5,1,23.4,111 +7,k_means,5,1,23.4,98 +8,hierarchical,6,1,19.5,111 +9,k_means,6,1,19.5,98 +10,hierarchical,7,1,16.714285714285715,97 +11,k_means,7,1,16.714285714285715,98 +12,hierarchical,8,1,14.625,97 +13,k_means,8,1,14.625,98 +14,hierarchical,9,1,13.0,96 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a/clustering/org.apache.xerces.impl.dtd.DTDGrammar_hierarchical.csv +++ b/clustering/org.apache.xerces.impl.dtd.DTDGrammar_hierarchical.csv @@ -1,92 +1,92 @@ ,cluster -getGrammarDescription,5 +getGrammarDescription,0 getElementDeclIsExternal,0 getAttributeDeclIsExternal,0 -getAttributeDeclIndex,42 -startDTD,2 -startParameterEntity,6 -startExternalSubset,41 -endParameterEntity,6 -endExternalSubset,41 -elementDecl,31 -attributeDecl,39 -internalEntityDecl,40 -externalEntityDecl,40 -unparsedEntityDecl,40 -notationDecl,38 -endDTD,8 -setDTDSource,23 -getDTDSource,23 -textDecl,5 -comment,5 -processingInstruction,5 -startAttlist,5 -endAttlist,5 -startConditional,5 -ignoredCharacters,5 -endConditional,5 -setDTDContentModelSource,11 -getDTDContentModelSource,11 -startContentModel,33 -startGroup,53 -pcdata,51 -element,34 -separator,44 -occurrence,32 -endGroup,35 -any,5 -empty,5 -endContentModel,5 -isNamespaceAware,5 -getSymbolTable,52 -getFirstElementDeclIndex,7 -getNextElementDeclIndex,7 -getElementDeclIndex,55 -getContentSpecType,37 -getElementDecl,54 -getElementDeclName,8 -getFirstAttributeDeclIndex,20 -getNextAttributeDeclIndex,57 -getAttributeDecl,28 -isCDATAAttribute,47 -getEntityDeclIndex,5 -getEntityDecl,1 -getNotationDeclIndex,5 -getNotationDecl,10 -getContentSpec,9 -getContentSpecIndex,19 -getContentSpecAsString,43 -printElements,50 -printAttributes,49 -addContentSpecToElement,29 -getElementContentModelValidator,25 -createElementDecl,36 -setElementDecl,17 -putElementNameMapping,5 -setFirstAttributeDeclIndex,20 -setContentSpecIndex,19 -createAttributeDecl,18 -setAttributeDecl,48 -createContentSpec,21 -setContentSpec,9 -createEntityDecl,16 -setEntityDecl,1 -createNotationDecl,56 -setNotationDecl,10 -addContentSpecNode,4 -addUniqueLeafNode,4 -initializeContentModelStack,2 -isImmutable,24 -appendContentSpec,45 -printAttribute,26 -createChildModel,3 -buildSyntaxTree,3 -contentSpecTree,46 -ensureElementDeclCapacity,27 -ensureAttributeDeclCapacity,30 -ensureEntityDeclCapacity,14 -ensureNotationDeclCapacity,13 -ensureContentSpecCapacity,12 -resize,5 -isEntityDeclared,22 -isEntityUnparsed,15 +getAttributeDeclIndex,0 +startDTD,0 +startParameterEntity,0 +startExternalSubset,0 +endParameterEntity,0 +endExternalSubset,0 +elementDecl,1 +attributeDecl,1 +internalEntityDecl,0 +externalEntityDecl,0 +unparsedEntityDecl,0 +notationDecl,0 +endDTD,0 +setDTDSource,0 +getDTDSource,0 +textDecl,0 +comment,0 +processingInstruction,0 +startAttlist,0 +endAttlist,0 +startConditional,0 +ignoredCharacters,0 +endConditional,0 +setDTDContentModelSource,0 +getDTDContentModelSource,0 +startContentModel,0 +startGroup,0 +pcdata,0 +element,0 +separator,0 +occurrence,0 +endGroup,0 +any,0 +empty,0 +endContentModel,0 +isNamespaceAware,0 +getSymbolTable,0 +getFirstElementDeclIndex,0 +getNextElementDeclIndex,0 +getElementDeclIndex,0 +getContentSpecType,0 +getElementDecl,0 +getElementDeclName,0 +getFirstAttributeDeclIndex,0 +getNextAttributeDeclIndex,0 +getAttributeDecl,0 +isCDATAAttribute,0 +getEntityDeclIndex,0 +getEntityDecl,0 +getNotationDeclIndex,0 +getNotationDecl,0 +getContentSpec,0 +getContentSpecIndex,0 +getContentSpecAsString,0 +printElements,0 +printAttributes,0 +addContentSpecToElement,0 +getElementContentModelValidator,0 +createElementDecl,0 +setElementDecl,0 +putElementNameMapping,0 +setFirstAttributeDeclIndex,0 +setContentSpecIndex,0 +createAttributeDecl,0 +setAttributeDecl,0 +createContentSpec,0 +setContentSpec,0 +createEntityDecl,0 +setEntityDecl,0 +createNotationDecl,0 +setNotationDecl,0 +addContentSpecNode,0 +addUniqueLeafNode,0 +initializeContentModelStack,0 +isImmutable,0 +appendContentSpec,0 +printAttribute,0 +createChildModel,0 +buildSyntaxTree,0 +contentSpecTree,0 +ensureElementDeclCapacity,0 +ensureAttributeDeclCapacity,0 +ensureEntityDeclCapacity,0 +ensureNotationDeclCapacity,0 +ensureContentSpecCapacity,0 +resize,0 +isEntityDeclared,0 +isEntityUnparsed,0 diff --git a/clustering/org.apache.xerces.impl.dtd.DTDGrammar_kmeans.csv b/clustering/org.apache.xerces.impl.dtd.DTDGrammar_kmeans.csv index 9e12509..3fef18a 100644 --- a/clustering/org.apache.xerces.impl.dtd.DTDGrammar_kmeans.csv +++ b/clustering/org.apache.xerces.impl.dtd.DTDGrammar_kmeans.csv @@ -1,92 +1,92 @@ ,cluster -getGrammarDescription,1 -getElementDeclIsExternal,0 -getAttributeDeclIsExternal,0 -getAttributeDeclIndex,1 -startDTD,1 -startParameterEntity,1 -startExternalSubset,1 -endParameterEntity,1 -endExternalSubset,1 -elementDecl,0 -attributeDecl,0 -internalEntityDecl,1 -externalEntityDecl,1 -unparsedEntityDecl,1 -notationDecl,1 -endDTD,0 -setDTDSource,1 -getDTDSource,1 -textDecl,1 -comment,1 -processingInstruction,1 -startAttlist,1 -endAttlist,1 -startConditional,1 -ignoredCharacters,1 -endConditional,1 -setDTDContentModelSource,1 -getDTDContentModelSource,1 -startContentModel,1 -startGroup,1 -pcdata,1 -element,1 -separator,1 -occurrence,1 -endGroup,1 -any,1 -empty,1 -endContentModel,1 -isNamespaceAware,1 -getSymbolTable,1 -getFirstElementDeclIndex,1 -getNextElementDeclIndex,1 -getElementDeclIndex,1 -getContentSpecType,0 +getGrammarDescription,6 +getElementDeclIsExternal,50 +getAttributeDeclIsExternal,43 +getAttributeDeclIndex,36 +startDTD,13 +startParameterEntity,23 +startExternalSubset,54 +endParameterEntity,23 +endExternalSubset,54 +elementDecl,5 +attributeDecl,4 +internalEntityDecl,17 +externalEntityDecl,17 +unparsedEntityDecl,17 +notationDecl,40 +endDTD,29 +setDTDSource,53 +getDTDSource,53 +textDecl,6 +comment,6 +processingInstruction,6 +startAttlist,6 +endAttlist,6 +startConditional,6 +ignoredCharacters,6 +endConditional,6 +setDTDContentModelSource,51 +getDTDContentModelSource,51 +startContentModel,28 +startGroup,39 +pcdata,52 +element,2 +separator,49 +occurrence,24 +endGroup,27 +any,6 +empty,6 +endContentModel,6 +isNamespaceAware,6 +getSymbolTable,56 +getFirstElementDeclIndex,47 +getNextElementDeclIndex,47 +getElementDeclIndex,57 +getContentSpecType,38 getElementDecl,0 -getElementDeclName,0 -getFirstAttributeDeclIndex,0 -getNextAttributeDeclIndex,0 -getAttributeDecl,0 -isCDATAAttribute,1 -getEntityDeclIndex,1 -getEntityDecl,0 -getNotationDeclIndex,1 -getNotationDecl,0 -getContentSpec,0 -getContentSpecIndex,0 -getContentSpecAsString,0 -printElements,1 -printAttributes,1 -addContentSpecToElement,1 -getElementContentModelValidator,0 -createElementDecl,0 -setElementDecl,0 -putElementNameMapping,1 -setFirstAttributeDeclIndex,0 -setContentSpecIndex,0 -createAttributeDecl,0 -setAttributeDecl,0 -createContentSpec,0 -setContentSpec,0 -createEntityDecl,0 -setEntityDecl,0 -createNotationDecl,1 -setNotationDecl,0 -addContentSpecNode,1 -addUniqueLeafNode,1 -initializeContentModelStack,1 -isImmutable,1 -appendContentSpec,1 +getElementDeclName,29 +getFirstAttributeDeclIndex,3 +getNextAttributeDeclIndex,46 +getAttributeDecl,25 +isCDATAAttribute,44 +getEntityDeclIndex,6 +getEntityDecl,8 +getNotationDeclIndex,6 +getNotationDecl,10 +getContentSpec,41 +getContentSpecIndex,12 +getContentSpecAsString,37 +printElements,55 +printAttributes,35 +addContentSpecToElement,20 +getElementContentModelValidator,21 +createElementDecl,33 +setElementDecl,16 +putElementNameMapping,6 +setFirstAttributeDeclIndex,3 +setContentSpecIndex,12 +createAttributeDecl,19 +setAttributeDecl,7 +createContentSpec,41 +setContentSpec,9 +createEntityDecl,31 +setEntityDecl,8 +createNotationDecl,32 +setNotationDecl,10 +addContentSpecNode,18 +addUniqueLeafNode,18 +initializeContentModelStack,13 +isImmutable,6 +appendContentSpec,42 printAttribute,1 -createChildModel,1 -buildSyntaxTree,1 -contentSpecTree,1 -ensureElementDeclCapacity,1 -ensureAttributeDeclCapacity,1 -ensureEntityDeclCapacity,1 -ensureNotationDeclCapacity,1 -ensureContentSpecCapacity,1 -resize,1 -isEntityDeclared,1 -isEntityUnparsed,0 +createChildModel,11 +buildSyntaxTree,11 +contentSpecTree,30 +ensureElementDeclCapacity,15 +ensureAttributeDeclCapacity,14 +ensureEntityDeclCapacity,22 +ensureNotationDeclCapacity,26 +ensureContentSpecCapacity,34 +resize,6 +isEntityDeclared,48 +isEntityUnparsed,45 diff --git a/clustering/org.apache.xerces.impl.dtd.DTDGrammar_silhouette.csv b/clustering/org.apache.xerces.impl.dtd.DTDGrammar_silhouette.csv index 8279968..9ed92c6 100644 --- a/clustering/org.apache.xerces.impl.dtd.DTDGrammar_silhouette.csv +++ b/clustering/org.apache.xerces.impl.dtd.DTDGrammar_silhouette.csv @@ -1,64 +1,64 @@ ,k_means,hierarchical -2,0.43549549160206547,0.22916634455195753 -3,0.3737398924595095,0.2246280732293034 -4,0.3557451009153901,0.22489420158108267 -5,0.23295505680144496,0.23659327576115802 -6,0.262133112331066,0.1944787865029721 -7,0.2578980101543562,0.14449036253228517 -8,0.2549368125378225,0.14148366678653188 -9,0.2774793093993747,0.13842552961645824 -10,0.29633149188806335,0.17251507022640497 -11,0.28457149559807815,0.20347568890084347 -12,0.2774764884391462,0.23906895503283213 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a/clustering/org.apache.xerces.impl.dtd.DTDGrammar_stats.csv b/clustering/org.apache.xerces.impl.dtd.DTDGrammar_stats.csv new file mode 100644 index 0000000..6e888c2 --- /dev/null +++ b/clustering/org.apache.xerces.impl.dtd.DTDGrammar_stats.csv @@ -0,0 +1,127 @@ +,algorithm,k,min,mean,max +0,hierarchical,2,2,45.5,89 +1,k_means,2,29,45.5,62 +2,hierarchical,3,2,30.333333333333332,85 +3,k_means,3,3,30.333333333333332,62 +4,hierarchical,4,2,22.75,82 +5,k_means,4,3,22.75,56 +6,hierarchical,5,2,18.2,64 +7,k_means,5,3,18.2,55 +8,hierarchical,6,2,15.166666666666666,57 +9,k_means,6,3,15.166666666666666,51 +10,hierarchical,7,1,13.0,57 +11,k_means,7,2,13.0,50 +12,hierarchical,8,1,11.375,57 +13,k_means,8,1,11.375,57 +14,hierarchical,9,1,10.11111111111111,57 +15,k_means,9,1,10.11111111111111,57 +16,hierarchical,10,1,9.1,50 +17,k_means,10,1,9.1,51 +18,hierarchical,11,1,8.272727272727273,46 +19,k_means,11,1,8.272727272727273,50 +20,hierarchical,12,1,7.583333333333333,46 +21,k_means,12,1,7.583333333333333,47 +22,hierarchical,13,1,7.0,46 +23,k_means,13,1,7.0,46 +24,hierarchical,14,1,6.5,46 +25,k_means,14,1,6.5,46 +26,hierarchical,15,1,6.066666666666666,46 +27,k_means,15,1,6.066666666666666,46 +28,hierarchical,16,1,5.6875,46 +29,k_means,16,1,5.6875,46 +30,hierarchical,17,1,5.352941176470588,39 +31,k_means,17,1,5.352941176470588,44 +32,hierarchical,18,1,5.055555555555555,39 +33,k_means,18,1,5.055555555555555,44 +34,hierarchical,19,1,4.7894736842105265,34 +35,k_means,19,1,4.7894736842105265,43 +36,hierarchical,20,1,4.55,34 +37,k_means,20,1,4.55,41 +38,hierarchical,21,1,4.333333333333333,34 +39,k_means,21,1,4.333333333333333,40 +40,hierarchical,22,1,4.136363636363637,34 +41,k_means,22,1,4.136363636363637,40 +42,hierarchical,23,1,3.9565217391304346,31 +43,k_means,23,1,3.9565217391304346,40 +44,hierarchical,24,1,3.7916666666666665,31 +45,k_means,24,1,3.7916666666666665,38 +46,hierarchical,25,1,3.64,31 +47,k_means,25,1,3.64,38 +48,hierarchical,26,1,3.5,31 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set[set[str, str]]: def main(): filelist = glob.glob(IN_DIR + '/*_groundtruth.csv') + df_table = pd.DataFrame(columns=pd.MultiIndex.from_tuples([ + ('KMeans', 'Precision'), + ('KMeans', 'Recall'), + ('Agglomerative', 'Precision'), + ('Agglomerative', 'Recall')])) + df_table.index.name = 'Class Name' + for f in filelist: clazz_name = os.path.basename(f) clazz_name = clazz_name[:clazz_name.rfind('_groundtruth.csv')] - print(clazz_name) ground_pairs = intrapairs(f) for method in ['kmeans', 'hierarchical']: @@ -39,10 +45,15 @@ def main(): precision = n_common / len(cluster_pairs) recall = n_common / len(ground_pairs) - print(method + " precision: " + str(precision)) - print(method + " recall: " + str(recall)) + algo = 'KMeans' if method == 'kmeans' else 'Agglomerative' + + df_table.loc[clazz_name, [(algo, 'Precision'), (algo, 'Recall')]] = [ + str(round(precision * 100, 2)) + '%', + str(round(recall * 100, 2)) + '%' + ] - print() + df_table.columns = [x[0] + ' ' + x[1] for x in df_table.columns] + print(df_table.to_markdown()) if __name__ == '__main__': diff --git a/report/build.sh b/report/build.sh new file mode 100755 index 0000000..237654a --- /dev/null +++ b/report/build.sh @@ -0,0 +1,8 @@ +#!/bin/bash + +set -e + +SCRIPT_DIR=$(cd -- "$( dirname -- "${BASH_SOURCE[0]}" )" &> /dev/null && pwd) + +cd "$SCRIPT_DIR" +pandoc main.md -o main.pdf \ No newline at end of file diff --git a/report/main.md b/report/main.md index 8afe3a5..7745c22 100644 --- a/report/main.md +++ b/report/main.md @@ -1,7 +1,7 @@ --- author: Claudio Maggioni title: Information Modelling & Analysis -- Project 1 -geometry: margin=2.5cm,bottom=3cm +geometry: margin=2cm,bottom=3cm --- +You may - at your own risk - also choose not to use this template. As long as +your submission is a latex-generated, English PDF containing all expected info, +you'll be fine. --> # Code Repository The code and result files part of this submission can be found at: -::: center -Repository: \url{https://github.com/infoMA2023/project-01-god-classes-maggicl} +::: center Repository: +\url{https://github.com/infoMA2023/project-01-god-classes-maggicl} -Commit ID: **TBD** -::: +Commit ID: **TBD** ::: # Data Pre-Processing ## God Classes -The first part of the project requires to label some classes of the _Xerces_ -project as "God classes" based on the number of methods each class has. +The first part of the project requires to label some classes of the _Xerces_ +project as "God classes" based on the number of methods each class has. From +here onwards the Java package prefix `org.apache.xerces` is omitted when discussing +fully qualified domain names of classes for sake of brevity. + Specifically, I label "God classes" the classes that have a number of methods -six times the standard deviation above the the mean number of methods, i.e. where -the condition +six times the standard deviation above the the mean number of methods, i.e. +where the condition $$|M(C)| > \mu(M) + 6\sigma(M)$$ holds. -To scan and compute the number of methods of each class I use the Python library `javalang`, which implements the Java AST and parser. The Python script -`./find_god_classes.py` uses this library to parse each file in the project and -compute the number of methods of each class. Note that only non-constructor methods are counted (specifically the code counts the number of `method` nodes in each `ClassDeclaration` node). +To scan and compute the number of methods of each class I use the Python library +`javalang`, which implements the Java AST and parser. The Python script +`./find_god_classes.py` uses this library to parse each file in the project and +compute the number of methods of each class. Note that only non-constructor +methods are counted (specifically the code counts the number of `method` nodes +in each `ClassDeclaration` node). -Then, the script computes mean and standard -deviation of the number of methods and filters the list of classes according to the -condition described above. The file `god_classes/god_classes.csv` then is outputted -listing all the god classes found. +Then, the script computes mean and standard deviation of the number of methods +and filters the list of classes according to the condition described above. The +file `god_classes/god_classes.csv` then is outputted listing all the god classes +found. -The god classes I identified, and their corresponding number of methods -can be found in Table [1](#tab:god_classes){reference-type="ref" +The god classes I identified, and their corresponding number of methods can be +found in Table [1](#tab:god_classes){reference-type="ref" reference="tab:god_classes"}. ::: {#tab:god_classes} | **Class Name** | **# Methods** | |:------------------------------------------------|------------:| -| org.apache.xerces.impl.xs.traversers.XSDHandler | 118 | -| org.apache.xerces.impl.dtd.DTDGrammar | 101 | -| org.apache.xerces.xinclude.XIncludeHandler | 116 | -| org.apache.xerces.dom.CoreDocumentImpl | 125 | +| impl.xs.traversers.XSDHandler | 118 | +| impl.dtd.DTDGrammar | 101 | +| xinclude.XIncludeHandler | 116 | +| dom.CoreDocumentImpl | 125 | : Identified God Classes ::: @@ -70,84 +73,198 @@ reference="tab:god_classes"}. ## Feature Vectors In this part of the project we produce the feature vectors used to later cluster -the methods of each God class into separate clusters. We produce one feature method per -non-constructor Java method in each god class. +the methods of each God class into separate clusters. We produce one feature +method per non-constructor Java method in each god class. -The columns of each vector represent -fields and methods referenced by each method, i.e. fields and methods actively used by the method in their method's body. +The columns of each vector represent fields and methods referenced by each +method, i.e. fields and methods actively used by the method in their method's +body. -When analyzing references to fields, additional constraints need to be specified to handle edge cases. -Namely, a field's property may be referenced (e.g. an access to array `a` may fetch its `length` property, i.e. `a.length`). In this -cases I consider the qualifier (i.e. the field itself, `a`) itself and not its property. When the qualifier is a class (i.e. -the code references a property of another class, e.g. `Integer.MAX_VALUE`) we consider the class name itself (i.e. `Integer`) and not -the name of the property. Should the qualifier be a subproperty itself (e.g. in `a.b.c`, where `a.b` would be the qualifier according to `javalang`) +When analyzing references to fields, additional constraints need to be specified +to handle edge cases. Namely, a field's property may be referenced (e.g. an +access to array `a` may fetch its `length` property, i.e. `a.length`). In this +cases I consider the qualifier (i.e. the field itself, `a`) itself and not its +property. When the qualifier is a class (i.e. the code references a property of +another class, e.g. `Integer.MAX_VALUE`) we consider the class name itself (i.e. +`Integer`) and not the name of the property. Should the qualifier be a +subproperty itself (e.g. in `a.b.c`, where `a.b` would be the qualifier +according to `javalang`) -For methods, I only consider calls to methods of the class itself where the qualifier is unspecified or `this`. Calls to parent methods -(i.e. calls like `super.something()`) are not considered. +For methods, I only consider calls to methods of the class itself where the +qualifier is unspecified or `this`. Calls to parent methods (i.e. calls like +`super.something()`) are not considered. -The feature vector extraction phase is performed by the Python script `extract_feature_vectors.py`. The script takes `god_classes/god_classes.csv` as input -and loads the AST of each class listed in it. Then, a list of all the fields and methods in the class is built, and each method is scanned to see which fields -and methods it references in its body according to the previously described rules. Then, a CSV per class is built storing all feature vectors. Each file has a name matching to the FQDN (Fully-qualified domain name) of the class. Each CSV row refers to a method in the class, and each CSV column refers to a field, method or referenced class. A cell has the value of 1 when the method of that row references the field, method or class marked by that column, and it has the value 0 otherwise. Columns with only zeros are omitted. +The feature vector extraction phase is performed by the Python script +`extract_feature_vectors.py`. The script takes `god_classes/god_classes.csv` as +input and loads the AST of each class listed in it. Then, a list of all the +fields and methods in the class is built, and each method is scanned to see +which fields and methods it references in its body according to the previously +described rules. Then, a CSV per class is built storing all feature vectors. +Each file has a name matching to the FQDN (Fully-qualified domain name) of the +class. Each CSV row refers to a method in the class, and each CSV column refers +to a field, method or referenced class. A cell has the value of 1 when the +method of that row references the field, method or class marked by that column, +and it has the value 0 otherwise. Columns with only zeros are omitted. -Table [2](#tab:feat_vec){reference-type="ref" reference="tab:feat_vec"} -shows aggregate numbers regarding the extracted feature vectors for the -god classes. Note that the number of attributes refers to the number of fields, methods or classes actually references (i.e. the number of columns after omission of 0s). +Table [2](#tab:feat_vec){reference-type="ref" reference="tab:feat_vec"} shows +aggregate numbers regarding the extracted feature vectors for the god classes. +Note that the number of attributes refers to the number of fields, methods or +classes actually references (i.e. the number of columns after omission of 0s). ::: {#tab:feat_vec} | **Class Name** | **# Feature Vectors** | **# Attributes\*** | |:------------------------------------------------|----------------------:|-----------------:| -| org.apache.xerces.impl.xs.traversers.XSDHandler | 106 | 183 | -| org.apache.xerces.impl.dtd.DTDGrammar | 91 | 106 | -| org.apache.xerces.xinclude.XIncludeHandler | 108 | 143 | -| org.apache.xerces.dom.CoreDocumentImpl | 117 | 63 | +| impl.xs.traversers.XSDHandler | 106 | 183 | +| impl.dtd.DTDGrammar | 91 | 106 | +| xinclude.XIncludeHandler | 108 | 143 | +| dom.CoreDocumentImpl | 117 | 63 | : Feature vector summary (\*= used at least once) ::: # Clustering {#sec:clustering} +In this section I covering the techniques to cluster the methods of each god +class. The project aims to use KMeans clustering and agglomerative hierarchical +clustering to group these methods toghether in cohesive units which could be +potentially refactored out of the god class they belong to. + ## Algorithm Configurations -Report/comment the algorithm configurations (distance function, linkage -rule, etc.). You may do so in any form you feel suited, but a short -paragraph of text is probably sufficient. +To perform KMeans clustering, I use the `cluster.KMeans` Scikit-Learn +implementation of the algorithm. I use the default parameters: feature vectors +are compared with euclidian distance, centroids are used instead of medioids, +and the initial centroids are computed with the greedy algorithm `kmeans++`. The +random seed is fixed to $0$ to allow for reproducibility between executions of +the clustering script. + +To perform Hierarchical clustering, I use the `cluster.AgglomerativeClustering` +Scikit-Learn implementation of the algorithm. Again feature vectors are +compared with euclidian distance, but as a linkage metric I choose to use +complete linkage. As agglomerative clustering is deternministic, no random seed +is needed for this algorithm. + +I run the two algorithms for all $k \in [2,65]$, or if less than 65 feature +vectors with distinct values are assigned to the god class, the upper bound of +$k$ is such value. ## Testing Various K & Silhouette Scores -\(1\) Report data about the clusters produced by the two algorithms at -various k (#clusters, size of clusters, silhouette scores). You may use -any suitable format (table, graph, \...). +To find the optimal value of $k$ for both algorithms, the distribution of +cluster sizes and silhouette across values of $k$, and to apply the optimal +clustering for each god class I run the command: -\(2\) Briefly comment your results. What is the best configuration, and -why? Anything else you observed? +```shell +./silhouette.py --validate --autorun +``` + +Feature vectors are read from the `feature_vectors` directory and all the +results are stored in the `clustering` directory. + +Figures [1](#fig:xsd){reference-type="ref" reference="fig:xsd"}, +[2](#fig:dtd){reference-type="ref" reference="fig:dtd"}, +[3](#fig:xinc){reference-type="ref" reference="fig:xinc"}, and +[4](#fig:cimpl){reference-type="ref" reference="fig:cimpl"} show the +distributions of cluster sizes for each god class obtained by running the KMeans +and agglomerative clustering algorithm as described in the previous sections. + +For all god classes, the mean of number of elements in each cluster +exponentially decreases as $k$ increases. Aside the first values of $k$ for +class `DTDGrammar` (where it was 2), the minimum cluster size was 1 for all +analyzed clusterings. Conversely, the maximum cluster size varies a lot, almost +always being monotonically non increasing as $k$ increases, occasionally forming +wide plateaus. The silhouette metric distribution instead generally follows a +dogleg-like path, sharply decreasing for the first values of $k$ and slowly +increasing afterwards $k$. This leads the choice of the optimal $k$ number of +clusters for each algorithm to be between really low and really high values. + +The figures also show the distribution of the silhouette metric per algorithm +and per value of $k$. The optimal values of $k$ and the respective silhouette +values for each implementation are reported in Table +[3](#tab:sumup){reference-type="ref" reference="tab:sumup"}. + +From the values we can gather that agglomerative clustering performs overall +better than KMeans for the god classes in the project. Almost god classes are +optimally clustered with few clusters, with the exception of `CoreDocumentImpl` +being optimally clustered with unit clusters. This could indicate higher +cohesion between implementation details of the other classes, and lower cohesion +in `CoreDocumentImpl` (given the name it would not be surprising if this class +plays the role of an utility class of sort, combining lots of implementation +details affecting different areas of the code). + +Agglomerative clustering with complete linkage could perform better than KMeans +due to a more urgent need for separation rather than cohesion in the classes +that were analyzed. Given the high dimensionality of the feature vectures used, +and the fact that eucledian distance is used to compare feature vectors, the +hyper-space of method features for each god class is likely sparse, with +occasional clusters of tightly-knit features. Given the prevailing sparsity, +complete linkage could be suitable here since it avoids to agglomerate distant +clusters above all. + +![Clustering metrics for class impl.xs.traversers.XSDHandler](../clustering/org.apache.xerces.impl.xs.traversers.XSDHandler_stats.png){#fig:xsd} + +![Clustering metrics for class impl.dtd.DTDGrammar](../clustering/org.apache.xerces.impl.dtd.DTDGrammar_stats.png){#fig:dtd} + +![Clustering metrics for class xinclude.XIncludeHandler](../clustering/org.apache.xerces.xinclude.XIncludeHandler_stats.png){#fig:xinc} + +![Clustering metrics for class dom.CoreDocumentImpl](../clustering/org.apache.xerces.dom.CoreDocumentImpl_stats.png){#fig:cimpl} + +::: {#tab:sumup} +| **Class Name** | **KMeans K** | **KMeans silhouette** | **Hierarchical K** | **Hierarchical silhouette** | +|:------------- --------------|-----------:|--------------------:|-----------------:|--------------------------:| +| dom.CoreDocumentImpl | 45 |0.7290 | 45 | 0.7290 | +| impl.xs.traversers.XSDHandler | 2 |0.5986 | 3 | 0.5989 | +| impl.dtd.DTDGrammar | 58 |0.3980 | 2 | 0.4355 | +| xinclude.XIncludeHandler | 2 |0.6980 | 2 | 0.6856 | + + : Optimal hyperparameters and corresponding silhouette metrics for KMeans and +Hierarchical clustering algorithm. +::: # Evaluation ## Ground Truth -I computed the ground truth using the command \.... The generated files -are checked into the repository with the names \.... +I computed the ground truth using the Python script `./ground_truth.py` The +generated files are checked into the repository with the names +`clustering/{className}_groundtruth.csv` where `{className}` is the FQDN of each +god class. -Comment briefly on the strengths & weaknesses of our ground truth. +The ground truth in this project is not given but generated according to simple +heuristics. Since no inherent structure or labelling from experts exists to +group the methods in each god class, the project requires to label methods based +on keyword matching whitin each method name. The list of keywords used can be +found in `keyword_list.txt`. This approach allows to have a ground truth at all +with little computational cost and labelling effort, but it assumes the method +name and the chosen keywords are indeed of enough significance to form a +meaningful clustering of methods that form refactorable cohesive units of +functionality. ## Precision and Recall ::: {#tab:eval} - ---------------- ------------------- -------- ------------- -------- - **Class Name** **Agglomerative** **K-Means** - Prec. Recall Prec. Recall - \... \... \... \... \... - ---------------- ------------------- -------- ------------- -------- +| **Class Name** | **KMeans Precision** | **KMeans Recall** | **Agglomerative Precision** | **Agglomerative Recall** | +|:------------------------------------------------|-------------------:|----------------:|--------------------------:|-----------------------:| +| xinclude.XIncludeHandler | 69.83% | 97.80% | 69.58% | 95.65% | +| dom.CoreDocumentImpl | 64.80% | 28.26% | 68.11% | 29.70% | +| impl.xs.traversers.XSDHandler | 36.17% | 97.24% | 36.45% | 96.11% | +| impl.dtd.DTDGrammar | 87.65% | 6.87% | 52.21% | 94.28% | : Evaluation Summary ::: Precision and Recall, for the optimal configurations found in Section -[3](#sec:clustering){reference-type="ref" reference="sec:clustering"}, -are reported in Table [3](#tab:eval){reference-type="ref" -reference="tab:eval"}. +[3](#sec:clustering){reference-type="ref" reference="sec:clustering"}, are +reported in Table [4](#tab:eval){reference-type="ref" reference="tab:eval"}. + +\begin{center} +\color{red} comment precision and recall values +\end{center} ## Practical Usefulness -Discuss the practical usefulness of the obtained code refactoring -assistant in a realistic setting (1 paragraph). +\begin{center} +\color{red}Discuss the practical usefulness of the obtained code refactoring assistant in a +realistic setting (1 paragraph). +\end{center} + diff --git a/report/main.pdf b/report/main.pdf index 85bedc27b71e4a44f9f1396c79202d0e91ed6fc4..a146550438b5296e7962e6fdb920ed2e63a8301a 100644 GIT binary patch delta 448278 zcmeFYWl&w)wk?d4U`a@T-~T8#Y5-KK9tBb)1HmOp*n(hqo z)p`q?F`CWt%(Il525eDehR{+7eYMAs%?b)KeM_1udb_&SIkrB%UT$WwoG_wSz5Ncc zB4s4LM^9T($#o7`pIben3}_dW+_>FEzw!9;15adcXEp_Yj3Jw{m8_fR z#e6hw$uXbnS+T_RCgVIOxj*4j`^M(dg;FI2eSOVID~`GY7=Ep0S!8>|U>^xn#HWI9 zXIUe}qPSzO*-_hA7=nzq;r<~62pdii+clSTd%e+4^PG= z-k+kGYR%FT0C-)sJU#oTbfK^ee2ov@a$8Q-adIE!9#4~Tu+?DOWu3Lg*LllWG{n1b zdHsJ>esdjaGDvY}ns(gpc5rm{aTA*tq@n-(PM63I>u%jn$eHp}7teJ^DgBO$Ss++6}-OEF;*$2979GyMgt*nD>D$8qUl+KBJJ z#oUG2BxVAvUrU;Qj;Lwa>GN~=xQEF{D&V~$5AGHyOG3H|$Xi(n>-qK3AM&MX?`HIb z1BcwfnE6;rhLDuCY8IET>%KwEa1M*%$EJ`5Yc{<7FTeS64VgF7uXDYoj5oZ9)^}JP zyK}r|IqJ9O(BW_*$+Quy-3WDPmK0IpSksn%m^ljq&{dv%c%jT1N@IeOgmMxHc?NZm z0>@>!J}H4*4VXmwP2VfL-x4m3wjBL{qhdYB7|eo&ax&@1Vsh zvahxKx@?B1Zf@`L6#JA+#=>TC1J46NlG6$mFZvyVW#^X|;(R36Cp$qT!}taYG>gvZl1Adv(H$5G9>+c|M`e% zz1^EM%wao+NN1)X24}uJun_iFmo^IFdDU`iun1!izkQd|Hh*eF9>32OH*-XI)9*8j zv>P$v)bnSQKyi82_fVF6l$L4A4+==!TX{zFgaGTh0<@?P!{<(x0%9@L%aPTkpQc#k zK_Tz)$;xegl9S{GV{^TFXrjWD3wa@ACo1kL`Gulj2$zCiX|2z{edjfTRiW$S!MUB$ z3$G4*tgyv>FE+{3S?h9fV%d8gPlx^t4V)!&cGg}DppUBT@xvqlLfL>gjRRGn-(`#} z1pon$w3OK0^N>HtaS7EywSB=l9Ns5h7}}KrV<#9xp0Agn#wvg~$z{sx=74h##qmng zG|W^b3$cz$nqVP34=UZH_kc7!FHIjogl1hq)PbYYa4%lO%L~dbqPe)ms#eBqcGH*k zwfyj|^Hct*W1eSxb=Yi9;IQoE#dSaqy<_tCwVSL)m%8|ClN_1qgdvqR7#nT0@T!fq zB-?_ASW}q(K`{tp@xIwePd`oc%uwZw?Cm4b{bCpWTL;rWqs3?GG!(2j%3^|z4Y4jQV8X|vHucC@>F zi^i0#cgl~e>(!rMu$}_Pvw)VCsL2o#1Sv5QjziC)^v$w|-WG*Rt8L{>v~scrj;Fpek>KB{RkXuxg&y7Zq~f zyK-G6ixgqsIGN!l-eXG)_fp*2UE`P1j+(O)(J2%u40Ovu3VaREs3{UBM!<^)x}q#T zd^QnI3>Z+_F-?98`3!WXdhZ^U43C70q$k>j4#!POQV8I2Ow^wkS)-xsi-@#&H9oRH z6wu!%K*^(s$5hoAAqu?*P+c=(hEj%P%E~Q}u~9p--yXTted+Q28>ubmAy)`qz3ub>PUQIJ$!=mVJ=swT=$%r^#pg{MWWO^DI% za_=4C@^*J_?WEzijex8UIFH3CNFhzyPm?B_M%|%^*2|xX+@E)=uYG;jW zdjGnbw0V*B!gq{;o%kb8_5Gajm4%|X3VotBFr7o=LHM2yQg=+}(P4k=8G^HguOO!I z6)7|mGu_{gN!`k3i5c}dU8jndCv|C|lsF`Is>}2DcAjGea(NJqN+uPQQNoH+PF$T^ z@aFS<$~qE>csvUiLBIG1wp3?s28V`uo1Y`~WBkugyT{cPIs=9=p_+Ye_U`qsh0;3< zzP`7LMMrJRt3st0W3KNTq3JyC)YKdxMyQiw!Z}0%bbe+w=I|+4(ri$&{@N4qU|wu9 z+qbZw&R&~J9-X?)D;U=iNJ>O#J7UKoJHX|_kpfJq%XNz%rjj`fil#KWVpfQX;1_b?@MPSzNz3uC;Jp1BMdDMLI!uLTWS(PBf*Oa)@WSc-*8w

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zt!a#(mTja9j8@eMPv#6e8-F?2@>ucQyyA*h9ISFkay^)Trt5!qjD8hA78!q2de*%S zoB)B{gAS`*6t4sqP9AL%c)w{GUFCbMFvL2r)ql7_q-JUZRT+Iz<>}SEi9}x6Pn?Q< z4e|~`d@>410W?oyMoMfX z9l$QC?@2Z>rGzv`DlyFOEs}tY@=i=I)sTtLlxXHp${0f420iJTdV&l+d;zA7G^UMp zO6VmZ>Jxf(f0m?ALhG#~col$g8k4jMXjjWvS>~Et{dI+_1>Q~0)E#KoR!9a0KFQvj zpC~Z1&}+Y4ohkir#?|9a^P+Gp;oHH0zjhbs=XKcc>(bkO^jgs`i_Ka0IT zOEg(*R5-p_8jJOp9=E%d)#i`b<_{FI|M%O0sC|q_L@X>RDtf=}g2Ae~Y6SlUgR4+k diff --git a/silhouette.py b/silhouette.py index b89d7ae..3e87916 100755 --- a/silhouette.py +++ b/silhouette.py @@ -8,6 +8,9 @@ import pandas as pd import argparse from k_means import cluster_kmeans from hierarchical import cluster_hierarchical +from collections import Counter +import seaborn as sns +import matplotlib.pyplot as plt DIR: str = os.path.dirname(os.path.realpath(__file__)) OUT_DIR: str = DIR + '/clustering' @@ -20,47 +23,91 @@ def clean_output(): filelist = glob.glob(OUT_DIR + '/*_silhouette.csv') for f in filelist: os.remove(f) + filelist = glob.glob(OUT_DIR + '/*.png') + for f in filelist: + os.remove(f) -def validate(path: str, clazz_name: str, autorun: bool): +def validate(path: str, clazz_name: str, autorun: bool, df_table): df = pd.DataFrame(columns=['k_means', 'hierarchical'], dtype=float) + df_stats = pd.DataFrame(columns=['algorithm', 'k', 'min', 'mean', 'max']) + + def add_stat(algo: str, k: int, Y: any, i: int): + y_occurs = list(Counter(Y).values()) # count number of elements in each cluster + df_stats.loc[i, :] = [algo, k, np.min(y_occurs), np.mean(y_occurs), np.max(y_occurs)] # We bound the number of clusters by the number of distinct points in our dataset. # To count them, we compute the number of "distinct" feature vectors and we # bound to the minimum of K_MAX and this number. nodup = pd.read_csv(path, index_col=0).drop_duplicates() max_distinct = len(nodup) - print("Max distinct:", max_distinct) + limit = min(K_MAX, max_distinct) - for n in range(2, min(K_MAX, max_distinct)): + i: int = 0 + for n in range(2, limit): X_h, Y_h = cluster_hierarchical(path, n, save_to_disk=False) - df.loc[n, 'k_means'] = silhouette_score(X_h, Y_h) + add_stat('hierarchical', n, Y_h, i) + i += 1 + df.loc[n, 'hierarchical'] = silhouette_score(X_h, Y_h) X_k, Y_k = cluster_kmeans(path, n, save_to_disk=False) - df.loc[n, 'hierarchical'] = silhouette_score(X_k, Y_k) + add_stat('k_means', n, Y_k, i) + i += 1 + df.loc[n, 'k_means'] = silhouette_score(X_k, Y_k) k_kmeans = df[['k_means']].idxmax()[0] k_hierarchical = df[['hierarchical']].idxmax()[0] - print("K_means optimal value: " + str(k_kmeans)) - print("Hierarchical optimal value: " + str(k_hierarchical)) + df_table.loc[clazz_name] = [k_kmeans, 0, k_hierarchical, 0] df.to_csv(OUT_DIR + '/' + clazz_name + '_silhouette.csv') + df_stats.to_csv(OUT_DIR + '/' + clazz_name + '_stats.csv') if autorun: cluster_hierarchical(path, k_hierarchical) cluster_kmeans(path, k_kmeans) + # Plot stats + sns.set_theme(palette="hls") + + # Initialize the matplotlib figure + f = plt.figure(figsize=(14, 12)) + gs = f.add_gridspec(2, 2) + ax1 = f.add_subplot(gs[0, 0]) + ax2 = f.add_subplot(gs[0, 1]) + ax3 = f.add_subplot(gs[1, :]) + + df_k = df_stats.loc[df_stats.algorithm == 'k_means', ['k', 'min', 'mean', 'max']].set_index('k', drop=True) + df_h = df_stats.loc[df_stats.algorithm == 'hierarchical', ['k', 'min', 'mean', 'max']].set_index('k', drop=True) + + sns.lineplot(data=df_k, palette="tab10", ax=ax1) + sns.lineplot(data=df_h, palette="tab10", ax=ax2) + sns.lineplot(data=df, palette="tab10", ax=ax3) + + # Add a legend and informative axis label + ax1.set(ylabel="# of elements", ylim=[0, 130], xlabel="# of clusters", xlim=[2, limit]) + ax1.set_title("K-Means cluster sizes") + ax2.set(ylabel="# of elements", ylim=[0, 130], xlabel="# of clusters", xlim=[2, limit]) + ax2.set_title("Hierarchical cluster sizes") + ax3.set(ylabel="Silhouette", ylim=[0, 1], xlabel="# of clusters", xlim=[2, limit]) + ax3.set_title("Silhouette metrics per # of clusters") + + sns.despine(left=True, bottom=True) + f.savefig(OUT_DIR + '/' + clazz_name + '_stats.png') + plt.clf() -def compute_silhouette(path: str, clazz_name: str, suffix: str): +def compute_silhouette(path: str, clazz_name: str, suffix: str) -> float: df_y = pd.read_csv(OUT_DIR + '/' + clazz_name + '_' + suffix + '.csv') Y = df_y.iloc[:, 1].values df = pd.read_csv(path) X = df.drop(df.columns[0], axis=1).to_numpy() - print("Silhouette for " + suffix + ": " + str(silhouette_score(X, Y))) + s = round(silhouette_score(X, Y), 4) + + print("Silhouette for " + suffix + ": " + str(s)) + return s def main(): @@ -70,26 +117,30 @@ def main(): parser.add_argument('--autorun', action='store_true', help='if validating, computes CSV for optimal clustering automatically') - args = parser.parse_args() if args.validate: clean_output() + df_table = pd.DataFrame(columns=['KMeans K', 'KMeans silhouette', 'Hierarchical K', 'Hierarchical silhouette']) + filelist = glob.glob(IN_DIR + '/*.csv') for f in filelist: clazz_name = os.path.basename(f) clazz_name = clazz_name[:clazz_name.rfind('.')] - print(clazz_name) + if args.validate: + validate(f, clazz_name, args.autorun, df_table) + + sk = compute_silhouette(f, clazz_name, 'kmeans') + sh = compute_silhouette(f, clazz_name, 'hierarchical') if args.validate: - validate(f, clazz_name, args.autorun) + df_table.loc[clazz_name, 'KMeans silhouette'] = sk + df_table.loc[clazz_name, 'Hierarchical silhouette'] = sh - compute_silhouette(f, clazz_name, 'kmeans') - compute_silhouette(f, clazz_name, 'hierarchical') - - print() + df_table.index.name = 'Class Name' + print(df_table.to_markdown()) if __name__ == '__main__':