From 68ec8eefcaecf170a43d5e1734db7d7388652eef Mon Sep 17 00:00:00 2001 From: Claudio Maggioni Date: Wed, 15 Feb 2023 15:23:31 +0100 Subject: [PATCH] god-2022: methods with 0 features now included as feature vectors, ground truth done --- ...erces.dom.CoreDocumentImpl_groundtruth.csv | 118 ++++++++++ ...rces.dom.CoreDocumentImpl_hierarchical.csv | 187 +++++++++------- ...che.xerces.dom.CoreDocumentImpl_kmeans.csv | 73 +++++-- ...xerces.dom.CoreDocumentImpl_silhouette.csv | 126 +++++------ ...xerces.impl.dtd.DTDGrammar_groundtruth.csv | 92 ++++++++ ...erces.impl.dtd.DTDGrammar_hierarchical.csv | 13 ++ ...ache.xerces.impl.dtd.DTDGrammar_kmeans.csv | 13 ++ ....xerces.impl.dtd.DTDGrammar_silhouette.csv | 126 +++++------ ...l.xs.traversers.XSDHandler_groundtruth.csv | 107 +++++++++ ....xs.traversers.XSDHandler_hierarchical.csv | 206 +++++++++--------- ...s.impl.xs.traversers.XSDHandler_kmeans.csv | 16 +- ...pl.xs.traversers.XSDHandler_silhouette.csv | 126 +++++------ ...s.xinclude.XIncludeHandler_groundtruth.csv | 109 +++++++++ ....xinclude.XIncludeHandler_hierarchical.csv | 206 +++++++++--------- ...xerces.xinclude.XIncludeHandler_kmeans.csv | 170 ++++++++------- ...es.xinclude.XIncludeHandler_silhouette.csv | 126 +++++------ proj2022/extract_feature_vectors.py | 3 + ...org.apache.xerces.dom.CoreDocumentImpl.csv | 105 ++++++--- .../org.apache.xerces.impl.dtd.DTDGrammar.csv | 99 +++++---- ...e.xerces.impl.xs.traversers.XSDHandler.csv | 148 ++++++------- ...apache.xerces.xinclude.XIncludeHandler.csv | 126 ++++++----- proj2022/find_god_classes.py | 5 +- proj2022/ground_truth.py | 47 ++++ proj2022/keyword_list.txt | 14 ++ 24 files changed, 1512 insertions(+), 849 deletions(-) create mode 100644 proj2022/clustering/org.apache.xerces.dom.CoreDocumentImpl_groundtruth.csv create mode 100644 proj2022/clustering/org.apache.xerces.impl.dtd.DTDGrammar_groundtruth.csv create mode 100644 proj2022/clustering/org.apache.xerces.impl.xs.traversers.XSDHandler_groundtruth.csv create mode 100644 proj2022/clustering/org.apache.xerces.xinclude.XIncludeHandler_groundtruth.csv create mode 100755 proj2022/ground_truth.py create mode 100644 proj2022/keyword_list.txt diff --git a/proj2022/clustering/org.apache.xerces.dom.CoreDocumentImpl_groundtruth.csv b/proj2022/clustering/org.apache.xerces.dom.CoreDocumentImpl_groundtruth.csv new file mode 100644 index 0000000..9415fde --- /dev/null +++ b/proj2022/clustering/org.apache.xerces.dom.CoreDocumentImpl_groundtruth.csv @@ -0,0 +1,118 @@ +,cluster +getOwnerDocument,0 +getNodeType,0 +getNodeName,0 +cloneNode,0 +insertBefore,0 +removeChild,0 +replaceChild,0 +getTextContent,10 +setTextContent,10 +getFeature,0 +createAttribute,1 +createCDATASection,1 +createComment,1 +createDocumentFragment,1 +createElement,1 +createEntityReference,1 +createProcessingInstruction,1 +createTextNode,1 +getDoctype,0 +getDocumentElement,0 +getElementsByTagName,0 +getImplementation,0 +setErrorChecking,9 +setStrictErrorChecking,9 +getErrorChecking,9 +getStrictErrorChecking,9 +getInputEncoding,6 +setInputEncoding,6 +setXmlEncoding,6 +setEncoding,6 +getXmlEncoding,6 +getEncoding,6 +setXmlVersion,0 +setVersion,0 +getXmlVersion,0 +getVersion,0 +setXmlStandalone,5 +setStandalone,5 +getXmlStandalone,5 +getStandalone,5 +getDocumentURI,4 +canRenameElements,0 +renameNode,0 +replaceRenameElement,0 +normalizeDocument,0 +getDomConfig,0 +getBaseURI,4 +setDocumentURI,4 +getAsync,0 +setAsync,0 +abort,0 +load,0 +loadXML,0 +saveXML,0 +setMutationEvents,0 +getMutationEvents,0 +createDocumentType,1 +createEntity,1 +createNotation,1 +createElementDefinition,1 +getNodeNumber,0 +importNode,0 +adoptNode,0 +undeferChildren,0 +getElementById,0 +clearIdentifiers,7 +putIdentifier,7 +getIdentifier,7 +removeIdentifier,7 +getIdentifiers,7 +createElementNS,1 +createAttributeNS,1 +getElementsByTagNameNS,0 +clone,0 +isXMLName,0 +isValidQName,0 +isKidOK,0 +changed,0 +changes,0 +getNodeListCache,3 +freeNodeListCache,3 +setUserData,8 +getUserData,8 +getUserDataRecord,8 +removeUserDataTable,8 +setUserDataTable,8 +callUserDataHandlers,8 +checkNamespaceWF,0 +checkDOMNSErr,0 +checkQName,0 +isXML11Version,0 +isNormalizeDocRequired,0 +isXMLVersionChanged,0 +addEventListener,0 +removeEventListener,0 +copyEventListeners,0 +dispatchEvent,0 +replacedText,0 +deletedText,0 +insertedText,0 +modifyingCharacterData,0 +modifiedCharacterData,0 +insertingNode,0 +insertedNode,0 +removingNode,0 +removedNode,0 +replacingNode,0 +replacedNode,0 +replacingData,0 +replacedCharacterData,0 +modifiedAttrValue,0 +setAttrNode,0 +removedAttrNode,0 +renamedAttrNode,0 +renamedElement,0 +readObject,2 +writeObject,2 diff --git a/proj2022/clustering/org.apache.xerces.dom.CoreDocumentImpl_hierarchical.csv b/proj2022/clustering/org.apache.xerces.dom.CoreDocumentImpl_hierarchical.csv index b80e332..58420dd 100644 --- a/proj2022/clustering/org.apache.xerces.dom.CoreDocumentImpl_hierarchical.csv +++ b/proj2022/clustering/org.apache.xerces.dom.CoreDocumentImpl_hierarchical.csv @@ -1,79 +1,118 @@ ,cluster -getNodeType,0 -cloneNode,0 -insertBefore,0 -removeChild,0 -replaceChild,0 -getFeature,0 -createAttribute,0 -createCDATASection,0 -createComment,0 -createElement,0 -createEntityReference,0 -createProcessingInstruction,0 -createTextNode,0 -getDoctype,0 -getDocumentElement,0 -getElementsByTagName,0 +getOwnerDocument,1 +getNodeType,1 +getNodeName,1 +cloneNode,39 +insertBefore,63 +removeChild,32 +replaceChild,41 +getTextContent,1 +setTextContent,1 +getFeature,55 +createAttribute,4 +createCDATASection,10 +createComment,10 +createDocumentFragment,1 +createElement,40 +createEntityReference,4 +createProcessingInstruction,31 +createTextNode,10 +getDoctype,56 +getDocumentElement,54 +getElementsByTagName,53 +getImplementation,1 setErrorChecking,0 setStrictErrorChecking,0 getErrorChecking,0 getStrictErrorChecking,0 -getInputEncoding,0 -setInputEncoding,0 -setXmlEncoding,0 -setEncoding,0 -getXmlEncoding,0 -setXmlVersion,0 -setVersion,0 -getXmlVersion,0 -setXmlStandalone,0 -setStandalone,0 -getXmlStandalone,0 -getDocumentURI,0 -renameNode,0 -replaceRenameElement,0 -normalizeDocument,0 -getDomConfig,0 -getBaseURI,0 -setDocumentURI,0 -setAsync,0 -saveXML,0 -createDocumentType,0 -createEntity,0 -createNotation,0 -createElementDefinition,0 -getNodeNumber,0 -importNode,1 -adoptNode,0 -undeferChildren,0 -getElementById,0 -clearIdentifiers,0 -putIdentifier,0 -getIdentifier,0 -removeIdentifier,0 -getIdentifiers,0 -createElementNS,0 -createAttributeNS,0 -getElementsByTagNameNS,0 -clone,0 -isXMLName,0 -isValidQName,0 -isKidOK,0 -changed,0 -changes,0 -getNodeListCache,0 -freeNodeListCache,0 -setUserData,0 -getUserData,0 -getUserDataRecord,0 -removeUserDataTable,0 -setUserDataTable,0 -callUserDataHandlers,0 -checkNamespaceWF,0 -checkDOMNSErr,0 -checkQName,0 -isXML11Version,0 -isXMLVersionChanged,0 -readObject,0 -writeObject,0 +getInputEncoding,61 +setInputEncoding,35 +setXmlEncoding,60 +setEncoding,3 +getXmlEncoding,38 +getEncoding,1 +setXmlVersion,59 +setVersion,3 +getXmlVersion,50 +getVersion,1 +setXmlStandalone,29 +setStandalone,3 +getXmlStandalone,52 +getStandalone,1 +getDocumentURI,58 +canRenameElements,1 +renameNode,43 +replaceRenameElement,47 +normalizeDocument,19 +getDomConfig,51 +getBaseURI,36 +setDocumentURI,44 +getAsync,1 +setAsync,33 +abort,1 +load,1 +loadXML,1 +saveXML,37 +setMutationEvents,1 +getMutationEvents,1 +createDocumentType,45 +createEntity,4 +createNotation,4 +createElementDefinition,4 +getNodeNumber,34 +importNode,16 +adoptNode,17 +undeferChildren,25 +getElementById,62 +clearIdentifiers,6 +putIdentifier,46 +getIdentifier,18 +removeIdentifier,30 +getIdentifiers,6 +createElementNS,2 +createAttributeNS,2 +getElementsByTagNameNS,15 +clone,49 +isXMLName,27 +isValidQName,26 +isKidOK,24 +changed,5 +changes,5 +getNodeListCache,21 +freeNodeListCache,48 +setUserData,7 +getUserData,57 +getUserDataRecord,42 +removeUserDataTable,28 +setUserDataTable,20 +callUserDataHandlers,8 +checkNamespaceWF,12 +checkDOMNSErr,23 +checkQName,22 +isXML11Version,14 +isNormalizeDocRequired,1 +isXMLVersionChanged,11 +addEventListener,1 +removeEventListener,1 +copyEventListeners,1 +dispatchEvent,1 +replacedText,1 +deletedText,1 +insertedText,1 +modifyingCharacterData,1 +modifiedCharacterData,1 +insertingNode,1 +insertedNode,1 +removingNode,1 +removedNode,1 +replacingNode,1 +replacedNode,1 +replacingData,1 +replacedCharacterData,1 +modifiedAttrValue,1 +setAttrNode,1 +removedAttrNode,1 +renamedAttrNode,1 +renamedElement,1 +readObject,9 +writeObject,13 diff --git a/proj2022/clustering/org.apache.xerces.dom.CoreDocumentImpl_kmeans.csv b/proj2022/clustering/org.apache.xerces.dom.CoreDocumentImpl_kmeans.csv index b80e332..551a624 100644 --- a/proj2022/clustering/org.apache.xerces.dom.CoreDocumentImpl_kmeans.csv +++ b/proj2022/clustering/org.apache.xerces.dom.CoreDocumentImpl_kmeans.csv @@ -1,20 +1,26 @@ ,cluster +getOwnerDocument,0 getNodeType,0 +getNodeName,0 cloneNode,0 -insertBefore,0 +insertBefore,1 removeChild,0 -replaceChild,0 +replaceChild,1 +getTextContent,0 +setTextContent,0 getFeature,0 -createAttribute,0 +createAttribute,1 createCDATASection,0 createComment,0 -createElement,0 -createEntityReference,0 -createProcessingInstruction,0 +createDocumentFragment,0 +createElement,1 +createEntityReference,1 +createProcessingInstruction,1 createTextNode,0 getDoctype,0 getDocumentElement,0 getElementsByTagName,0 +getImplementation,0 setErrorChecking,0 setStrictErrorChecking,0 getErrorChecking,0 @@ -24,28 +30,38 @@ setInputEncoding,0 setXmlEncoding,0 setEncoding,0 getXmlEncoding,0 -setXmlVersion,0 +getEncoding,0 +setXmlVersion,1 setVersion,0 getXmlVersion,0 +getVersion,0 setXmlStandalone,0 setStandalone,0 getXmlStandalone,0 +getStandalone,0 getDocumentURI,0 -renameNode,0 +canRenameElements,0 +renameNode,1 replaceRenameElement,0 normalizeDocument,0 getDomConfig,0 getBaseURI,0 setDocumentURI,0 -setAsync,0 -saveXML,0 +getAsync,0 +setAsync,1 +abort,0 +load,0 +loadXML,0 +saveXML,1 +setMutationEvents,0 +getMutationEvents,0 createDocumentType,0 -createEntity,0 -createNotation,0 -createElementDefinition,0 +createEntity,1 +createNotation,1 +createElementDefinition,1 getNodeNumber,0 importNode,1 -adoptNode,0 +adoptNode,1 undeferChildren,0 getElementById,0 clearIdentifiers,0 @@ -70,10 +86,33 @@ getUserDataRecord,0 removeUserDataTable,0 setUserDataTable,0 callUserDataHandlers,0 -checkNamespaceWF,0 -checkDOMNSErr,0 -checkQName,0 +checkNamespaceWF,1 +checkDOMNSErr,1 +checkQName,1 isXML11Version,0 +isNormalizeDocRequired,0 isXMLVersionChanged,0 +addEventListener,0 +removeEventListener,0 +copyEventListeners,0 +dispatchEvent,0 +replacedText,0 +deletedText,0 +insertedText,0 +modifyingCharacterData,0 +modifiedCharacterData,0 +insertingNode,0 +insertedNode,0 +removingNode,0 +removedNode,0 +replacingNode,0 +replacedNode,0 +replacingData,0 +replacedCharacterData,0 +modifiedAttrValue,0 +setAttrNode,0 +removedAttrNode,0 +renamedAttrNode,0 +renamedElement,0 readObject,0 writeObject,0 diff --git a/proj2022/clustering/org.apache.xerces.dom.CoreDocumentImpl_silhouette.csv b/proj2022/clustering/org.apache.xerces.dom.CoreDocumentImpl_silhouette.csv index 6b12439..4aba9f3 100644 --- a/proj2022/clustering/org.apache.xerces.dom.CoreDocumentImpl_silhouette.csv +++ b/proj2022/clustering/org.apache.xerces.dom.CoreDocumentImpl_silhouette.csv @@ -1,64 +1,64 @@ ,k_means,hierarchical -2,0.5483072047415359,0.5483072047415359 -3,0.3585651620259858,0.18266117594925405 -4,0.3236413699726266,0.2420089044942226 -5,0.3248401937142691,0.0835322487768806 -6,0.26085617364113356,0.08524110817305572 -7,0.26315095506900915,0.09239441599861638 -8,0.27551954066182405,0.05511537348001678 -9,0.28390011138865395,0.0682174298191312 -10,0.28302340335834436,0.07572846828827344 -11,0.28290717201882,0.07520303211951172 -12,0.281948117262979,0.09112035177725455 -13,0.26363696489160376,0.11351343057080594 -14,0.2655002368844902,0.12859069255456407 -15,0.18636251953794075,0.156537468328018 -16,0.19601488368133752,0.15532795916052697 -17,0.19341510571554396,0.16860547831302536 -18,0.1762466680727911,0.17852906028962318 -19,0.17656604573203963,0.18325249983964562 -20,0.18442065743597677,0.1810639968363884 -21,0.1858828764281594,0.20300664265068227 -22,0.18574419636842135,0.21682688868393837 -23,0.19392092773959538,0.22298392808904863 -24,0.19942949624687278,0.22727710072877125 -25,0.1987085864686444,0.23379910621640831 -26,0.19741212655173607,0.24050019223838953 -27,0.19656428775861842,0.24251436649288544 -28,0.19454255514928978,0.23977122815492274 -29,0.16516916032749585,0.23919718568782272 -30,0.1795814694172513,0.2400801306044702 -31,0.1990962805955114,0.2436950022368066 -32,0.19295114052490137,0.2550095536650546 -33,0.19777291151339824,0.24785051450433634 -34,0.1960552884849936,0.24888612131809765 -35,0.20695275085573875,0.27263269830378084 -36,0.20277788763634474,0.27263269830378084 -37,0.21711894616871455,0.2600855061117379 -38,0.21611327233403005,0.25231431188247316 -39,0.24251353529081682,0.25059668885406855 -40,0.25062883223768156,0.24522013442218224 -41,0.24082521138203036,0.24146509315534312 -42,0.22849772558395862,0.2507935191582673 -43,0.222942348102045,0.2526526167759784 -44,0.21587763160155013,0.2547280264049018 -45,0.20810643737228537,0.2441390425372417 -46,0.20650198007920062,0.23707432603674683 -47,0.20170682027493753,0.23000960953625205 -48,0.2264513065578854,0.2519661403119131 -49,0.228005308111887,0.2524142242644905 -50,0.23868906879564764,0.2560449116503116 -51,0.23856230699059544,0.2599085881786713 -52,0.23495698924558261,0.2599085881786713 -53,0.23495698924558261,0.2619348869904419 -54,0.23495698924558261,0.2733404512842915 -55,0.23495698924558261,0.27434954359629493 -56,0.24136724565583903,0.2687941661143813 -57,0.25418775847635183,0.2687941661143813 -58,0.2504327172095127,0.2769094630612461 -59,0.24125908965023285,0.2677358355019662 -60,0.23750404838339373,0.272633451238588 -61,0.2457188494351127,0.28425093429812576 -62,0.2419638081682736,0.2804958930312866 -63,0.2382087669014345,0.2767408517644475 -64,0.24727423845510815,0.2729858104976084 +2,0.6634947547850241,0.46880660002114416 +3,0.5176441418743427,0.2831360630668544 +4,0.48905845498906764,0.2940193845384518 +5,0.48786432733020063,0.30027043918105584 +6,0.4421971129594457,0.306336189009676 +7,0.44543939402761495,0.25508972645151745 +8,0.4530011260293098,0.1753988455291987 +9,0.44982517667602084,0.17667317638809563 +10,0.44953062726229115,0.18626541427659835 +11,0.45080396584615734,0.20787823202689032 +12,0.379084510119039,0.23134355306905555 +13,0.38288604858624553,0.2422749658888821 +14,0.38495029886219806,0.25601601401312796 +15,0.3620093884068509,0.26573568927097574 +16,0.3606645204883659,0.28319654089206003 +17,0.3632997378328805,0.3094800773775693 +18,0.32461753802109516,0.3184155090740603 +19,0.3368862806616709,0.3306523233308662 +20,0.33143387291765286,0.33630121667016005 +21,0.3346613012447597,0.2903213738974163 +22,0.3360568213587144,0.30328485001551236 +23,0.34099032823851894,0.3077241312604079 +24,0.34428924733825067,0.30775819238747126 +25,0.3434249407269785,0.3124411273558674 +26,0.3428597148649,0.3280598005966042 +27,0.342265645526827,0.32798038487432724 +28,0.34376303449616885,0.34186790475592027 +29,0.3502477523099601,0.337519428978084 +30,0.36070276227656667,0.3425951544208919 +31,0.37418189055749596,0.3453937685194982 +32,0.37008513051042263,0.3453427323202756 +33,0.37329964450275394,0.35054088165788766 +34,0.37215456248381745,0.35906956297929227 +35,0.3813589421921144,0.3395912405225405 +36,0.38160929400941407,0.3473570511251066 +37,0.39174482535097327,0.3520778103424778 +38,0.39391315530931853,0.35306968717335746 +39,0.4227496315759415,0.365179966649777 +40,0.428159829540518,0.3856477675085478 +41,0.42455113130569105,0.39173337742678743 +42,0.41964611416185554,0.39946282792743154 +43,0.4251683687748402,0.42204005955253104 +44,0.42207242008215795,0.4503252659547006 +45,0.42058056983537495,0.45266418476916936 +46,0.42057405776207296,0.4580743827337459 +47,0.42905268943551644,0.45497843404106364 +48,0.4316630838068386,0.4517104753242994 +49,0.45211209661685575,0.4553188970167414 +50,0.45211209661685575,0.45281553617218195 +51,0.45211209661685575,0.452841973679304 +52,0.4545528734403012,0.4493400549923205 +53,0.45445652217392646,0.4532429044344276 +54,0.45933807582081737,0.4517764696031985 +55,0.46421962946770823,0.4629924193871203 +56,0.4691011831145991,0.45962871447152104 +57,0.4664764549814817,0.4664445480251748 +58,0.4663888549381844,0.46394118718061544 +59,0.46388549409362495,0.4683049803355188 +60,0.4707408629160362,0.47286997086894317 +61,0.47065326287273884,0.4776504722029658 +62,0.47056566282944157,0.4826621979607402 +63,0.4790250713331528,0.49047296140958463 +64,0.4874844798368641,0.49597864606725167 diff --git a/proj2022/clustering/org.apache.xerces.impl.dtd.DTDGrammar_groundtruth.csv b/proj2022/clustering/org.apache.xerces.impl.dtd.DTDGrammar_groundtruth.csv new file mode 100644 index 0000000..e470d78 --- /dev/null +++ b/proj2022/clustering/org.apache.xerces.impl.dtd.DTDGrammar_groundtruth.csv @@ -0,0 +1,92 @@ +,cluster +getGrammarDescription,0 +getElementDeclIsExternal,0 +getAttributeDeclIsExternal,0 +getAttributeDeclIndex,0 +startDTD,0 +startParameterEntity,11 +startExternalSubset,12 +endParameterEntity,11 +endExternalSubset,12 +elementDecl,0 +attributeDecl,0 +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,10 +getDTDContentModelSource,10 +startContentModel,10 +startGroup,0 +pcdata,0 +element,0 +separator,0 +occurrence,0 +endGroup,0 +any,0 +empty,0 +endContentModel,10 +isNamespaceAware,0 +getSymbolTable,0 +getFirstElementDeclIndex,0 +getNextElementDeclIndex,0 +getElementDeclIndex,0 +getContentSpecType,10 +getElementDecl,0 +getElementDeclName,0 +getFirstAttributeDeclIndex,0 +getNextAttributeDeclIndex,0 +getAttributeDecl,0 +isCDATAAttribute,0 +getEntityDeclIndex,0 +getEntityDecl,0 +getNotationDeclIndex,0 +getNotationDecl,0 +getContentSpec,10 +getContentSpecIndex,10 +getContentSpecAsString,10 +printElements,0 +printAttributes,0 +addContentSpecToElement,10 +getElementContentModelValidator,10 +createElementDecl,1 +setElementDecl,0 +putElementNameMapping,0 +setFirstAttributeDeclIndex,0 +setContentSpecIndex,10 +createAttributeDecl,1 +setAttributeDecl,0 +createContentSpec,1 +setContentSpec,10 +createEntityDecl,1 +setEntityDecl,0 +createNotationDecl,1 +setNotationDecl,0 +addContentSpecNode,10 +addUniqueLeafNode,0 +initializeContentModelStack,10 +isImmutable,0 +appendContentSpec,10 +printAttribute,0 +createChildModel,1 +buildSyntaxTree,0 +contentSpecTree,10 +ensureElementDeclCapacity,0 +ensureAttributeDeclCapacity,0 +ensureEntityDeclCapacity,0 +ensureNotationDeclCapacity,0 +ensureContentSpecCapacity,10 +resize,0 +isEntityDeclared,0 +isEntityUnparsed,0 diff --git a/proj2022/clustering/org.apache.xerces.impl.dtd.DTDGrammar_hierarchical.csv b/proj2022/clustering/org.apache.xerces.impl.dtd.DTDGrammar_hierarchical.csv index 47456cd..71fb465 100644 --- a/proj2022/clustering/org.apache.xerces.impl.dtd.DTDGrammar_hierarchical.csv +++ b/proj2022/clustering/org.apache.xerces.impl.dtd.DTDGrammar_hierarchical.csv @@ -17,6 +17,14 @@ 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 @@ -26,6 +34,10 @@ element,0 separator,0 occurrence,0 endGroup,0 +any,0 +empty,0 +endContentModel,0 +isNamespaceAware,0 getSymbolTable,0 getFirstElementDeclIndex,0 getNextElementDeclIndex,0 @@ -50,6 +62,7 @@ addContentSpecToElement,0 getElementContentModelValidator,0 createElementDecl,0 setElementDecl,0 +putElementNameMapping,0 setFirstAttributeDeclIndex,0 setContentSpecIndex,0 createAttributeDecl,0 diff --git a/proj2022/clustering/org.apache.xerces.impl.dtd.DTDGrammar_kmeans.csv b/proj2022/clustering/org.apache.xerces.impl.dtd.DTDGrammar_kmeans.csv index f480020..9e12509 100644 --- a/proj2022/clustering/org.apache.xerces.impl.dtd.DTDGrammar_kmeans.csv +++ b/proj2022/clustering/org.apache.xerces.impl.dtd.DTDGrammar_kmeans.csv @@ -17,6 +17,14 @@ 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 @@ -26,6 +34,10 @@ element,1 separator,1 occurrence,1 endGroup,1 +any,1 +empty,1 +endContentModel,1 +isNamespaceAware,1 getSymbolTable,1 getFirstElementDeclIndex,1 getNextElementDeclIndex,1 @@ -50,6 +62,7 @@ addContentSpecToElement,1 getElementContentModelValidator,0 createElementDecl,0 setElementDecl,0 +putElementNameMapping,1 setFirstAttributeDeclIndex,0 setContentSpecIndex,0 createAttributeDecl,0 diff --git a/proj2022/clustering/org.apache.xerces.impl.dtd.DTDGrammar_silhouette.csv b/proj2022/clustering/org.apache.xerces.impl.dtd.DTDGrammar_silhouette.csv index 9a46a21..6bc8d25 100644 --- a/proj2022/clustering/org.apache.xerces.impl.dtd.DTDGrammar_silhouette.csv +++ b/proj2022/clustering/org.apache.xerces.impl.dtd.DTDGrammar_silhouette.csv @@ -1,64 +1,64 @@ ,k_means,hierarchical -2,0.3301737951242233,0.1961277202207732 -3,0.2812153182999794,0.17804199362415474 -4,0.1866497589506603,0.08039154986044889 -5,0.2013235601209627,0.08020153200462196 -6,0.199920247595006,0.08500053664906262 -7,0.19461445541624178,0.08987027730947696 -8,0.19567528979587384,0.018960524954643027 -9,0.1849589797344833,0.0237436534449339 -10,0.1546269542595326,0.06042622149158376 -11,0.1555381438478188,0.08299725034252102 -12,0.1568779479614492,0.07881811378105257 -13,0.15628319276717423,0.07987823289349807 -14,0.15939880845069976,0.08922343349745884 -15,0.16259669898083212,0.1058855145958843 -16,0.18452075694229395,0.10481378815766715 -17,0.18081119848865837,0.13063594457071426 -18,0.20604124537752375,0.13454054245570313 -19,0.2059021355146249,0.13794659286377317 -20,0.2050865937856336,0.12900316712521862 -21,0.20923108261251863,0.12418739388461852 -22,0.21000835297348203,0.12033068827589365 -23,0.20876138757522775,0.12563996646972844 -24,0.19834935614952187,0.12891066421753442 -25,0.19867246100139058,0.04007667461762448 -26,0.19217673755729417,0.04201321850031192 -27,0.19520488485098378,0.046473637749417554 -28,0.18403100474829584,0.05280254871284685 -29,0.18365678745340966,0.056212308379489644 -30,0.1794830933052147,0.05906737150392435 -31,0.17989935322241343,0.07535526424161465 -32,0.18030467875706369,0.076597994136229 -33,0.17815919711755027,0.07594008770097917 -34,0.17485960942390705,0.07063444502312925 -35,0.1762121198342957,0.07350018304679996 -36,0.17425192957201063,0.06868481705662184 -37,0.17400735942672382,0.06569428098317935 -38,0.17549674525278747,0.06557062477235785 -39,0.16271631566911646,0.0634490881394742 -40,0.16402708176276568,0.07213214429894754 -41,0.16605795557391329,0.07541847923580489 -42,0.16260879228055375,0.07868632557085695 -43,0.15828189353938052,0.08284954656002198 -44,0.15361168417746524,0.0876387863332991 -45,0.15834076306186654,0.0962245437904367 -46,0.13185285706857094,0.08864439403031771 -47,0.12752962540487311,0.09187622125411249 -48,0.12343999669992509,0.09590517771817894 -49,0.11876285738552003,0.1003099115583877 -50,0.12957648666002214,0.11810756775881046 -51,0.12976852358204963,0.12534221635168505 -52,0.12249916543466052,0.12362459332328041 -53,0.1196585700870316,0.12534221635168505 -54,0.11991064025902201,0.12899456460058076 -55,0.11819301723061737,0.1244000517537367 -56,0.12844980276302867,0.132518074989135 -57,0.1351609491093985,0.13080045196073037 -58,0.137172282179123,0.12844784402390635 -59,0.12633510959424163,0.1286778373646703 -60,0.11549793700936024,0.1214084792172812 -61,0.10691798660551208,0.13391264633801273 -62,0.10759343980780983,0.12640256380433446 -63,0.1086159856829498,0.11556539121945306 -64,0.1103434986625269,0.11618320351427928 +2,0.387353095259443,0.2622672587132631 +3,0.33961100145420603,0.25762821600414854 +4,0.24973450776548395,-0.002919132402646307 +5,0.26257116280032256,0.003172996837929174 +6,0.26136832349235967,0.027288713114419563 +7,0.264404709936312,0.028574783772109997 +8,0.26535145171147045,0.06712461666241833 +9,0.2545705535481577,0.07123213918836609 +10,0.23163507476836037,0.07232066236808059 +11,0.2344451069851928,0.10778607111787777 +12,0.23174783132753585,0.12097534195382295 +13,0.2567057373343669,0.1731016293418995 +14,0.2598877984902161,0.15850582177518274 +15,0.2637135044704125,0.16302976073854575 +16,0.2842082310930401,0.17026760868249885 +17,0.2812550064406605,0.15982294478505832 +18,0.2805559706729536,0.16208538115538923 +19,0.28115331215940215,0.1594737454256253 +20,0.27844997752720774,0.1587605873189933 +21,0.2820092717350836,0.16295197730763147 +22,0.28288008558690014,0.17087266990708497 +23,0.282168393739644,0.16733621690413336 +24,0.27406713546171985,0.17257078338851722 +25,0.2703825783154442,0.1779013619942651 +26,0.2723455541249992,0.17202966432874428 +27,0.27503973187338693,0.16703982276653453 +28,0.27594308802912404,0.16379064360750129 +29,0.2725990962321221,0.16500998609994505 +30,0.2742618672581679,0.17704629583541281 +31,0.25922571570986286,0.1955279977038161 +32,0.2595704032112066,0.19669558832323933 +33,0.25789865636650955,0.19602086326201038 +34,0.2550783760997048,0.20179791850547987 +35,0.25626201241221425,0.19771295341594175 +36,0.2545818493302556,0.20001960299994667 +37,0.2543341104657671,0.20520818545401823 +38,0.2556107268881073,0.20279118533225848 +39,0.24306778829117362,0.20552847664130963 +40,0.24623442832432071,0.21129895552694586 +41,0.24536317863682827,0.21564991074257847 +42,0.24136014204090095,0.21417766243251735 +43,0.2381045508647646,0.21053236387359434 +44,0.24288768475090639,0.20881446129800127 +45,0.19669925881946246,0.20258358288595346 +46,0.1938386950614438,0.1793908252581411 +47,0.1903332990286312,0.18501432373167406 +48,0.18632432247342687,0.18897355795980902 +49,0.19677930036591887,0.1955759982161802 +50,0.20144462000430705,0.19785337375363138 +51,0.19521374159225927,0.19316918507656855 +52,0.1929525177907202,0.1917695712034549 +53,0.19316857793814057,0.19360053559937906 +54,0.1916963296280795,0.19840678673981038 +55,0.20338684163439905,0.1946222011108693 +56,0.21316387976525536,0.1883913226988215 +57,0.21735888431678957,0.18195410909852586 +58,0.2080698792440341,0.1726651040257704 +59,0.19878087417127863,0.1702085890291502 +60,0.18317781623055934,0.15841489579710236 +61,0.18579755191916025,0.15845585587444946 +62,0.1944221002452103,0.15610654558294493 +63,0.1987441906720646,0.1583943232143596 +64,0.20397704026855668,0.150509735222602 diff --git a/proj2022/clustering/org.apache.xerces.impl.xs.traversers.XSDHandler_groundtruth.csv b/proj2022/clustering/org.apache.xerces.impl.xs.traversers.XSDHandler_groundtruth.csv new file mode 100644 index 0000000..cf530fd --- /dev/null +++ b/proj2022/clustering/org.apache.xerces.impl.xs.traversers.XSDHandler_groundtruth.csv @@ -0,0 +1,107 @@ +,cluster +null2EmptyString,0 +emptyString2Null,0 +doc2SystemId,0 +parseSchema,0 +validateAnnotations,0 +createAnnotationValidator,1 +getGrammar,0 +findGrammar,0 +constructTrees,0 +isExistingGrammar,0 +updateImportListFor,0 +updateImportListWith,0 +buildGlobalNameRegistries,13 +traverseSchemas,0 +needReportTNSError,9 +addGlobalAttributeDecl,13 +addGlobalAttributeGroupDecl,13 +addGlobalElementDecl,13 +addGlobalGroupDecl,13 +addGlobalNotationDecl,13 +addGlobalTypeDecl,13 +addIDConstraintDecl,0 +getGlobalAttributeDecl,13 +getGlobalAttributeGroupDecl,13 +getGlobalElementDecl,13 +getGlobalGroupDecl,13 +getGlobalNotationDecl,13 +getGlobalTypeDecl,13 +getIDConstraintDecl,0 +getGlobalDecl,13 +getGlobalDeclFromGrammar,13 +traverseGlobalDecl,13 +schemaDocument2SystemId,0 +getGrpOrAttrGrpRedefinedByRestriction,0 +resolveKeyRefs,0 +getIDRegistry,0 +getIDRegistry_sub,0 +storeKeyRef,0 +resolveSchema,0 +resolveSchemaSource,0 +getSchemaDocument,0 +getSchemaDocument0,0 +getSchemaDocument1,0 +expandGrammars,0 +existingGrammars,0 +canAddComponents,14 +canAddComponent,14 +addGrammars,0 +addGrammarComponents,14 +createGrammarFrom,1 +addNewGrammarLocations,0 +addNewImportedGrammars,0 +updateImportList,0 +addNewGrammarComponents,14 +addGlobalElementDecls,13 +addGlobalAttributeDecls,13 +addGlobalAttributeGroupDecls,13 +addGlobalNotationDecls,13 +addGlobalGroupDecls,13 +addGlobalTypeDecls,13 +expandComponents,14 +expandRelatedComponents,14 +expandRelatedAttributeComponents,14 +expandRelatedElementComponents,14 +expandRelatedTypeComponents,14 +expandRelatedModelGroupDefinitionComponents,14 +expandRelatedAttributeGroupComponents,14 +expandRelatedComplexTypeComponents,14 +expandRelatedSimpleTypeComponents,14 +expandRelatedAttributeUsesComponents,14 +expandRelatedAttributeUseComponents,14 +expandRelatedParticleComponents,14 +expandRelatedModelGroupComponents,14 +addRelatedType,0 +addRelatedElement,0 +addRelatedAttribute,0 +addGlobalComponents,13 +addGlobalComponent,13 +updateImportDependencies,0 +expandImportList,0 +addImportList,0 +containedImportedGrammar,0 +getSchemaGrammar,0 +findDependentNamespaces,0 +addNamespaceDependency,0 +reportSharingError,9 +createTraversers,1 +prepareForParse,0 +prepareForTraverse,0 +setDeclPool,0 +setDVFactory,0 +reset,0 +traverseLocalElements,0 +removeParticle,0 +fillInLocalElemInfo,0 +checkForDuplicateNames,0 +renameRedefiningComponents,14 +findQName,0 +changeRedefineGroup,0 +findXSDocumentForDecl,0 +nonAnnotationContent,10 +setSchemasVisible,0 +element2Locator,0 +reportSchemaError,9 +reportSchemaWarning,0 +setGenerateSyntheticAnnotations,0 diff --git a/proj2022/clustering/org.apache.xerces.impl.xs.traversers.XSDHandler_hierarchical.csv b/proj2022/clustering/org.apache.xerces.impl.xs.traversers.XSDHandler_hierarchical.csv index 25793de..76a481e 100644 --- a/proj2022/clustering/org.apache.xerces.impl.xs.traversers.XSDHandler_hierarchical.csv +++ b/proj2022/clustering/org.apache.xerces.impl.xs.traversers.XSDHandler_hierarchical.csv @@ -1,107 +1,107 @@ ,cluster -null2EmptyString,5 -emptyString2Null,5 -doc2SystemId,0 -parseSchema,47 -validateAnnotations,37 -createAnnotationValidator,38 -getGrammar,0 -findGrammar,3 -constructTrees,55 -isExistingGrammar,3 -updateImportListFor,50 -updateImportListWith,31 -buildGlobalNameRegistries,32 -traverseSchemas,51 +null2EmptyString,2 +emptyString2Null,2 +doc2SystemId,7 +parseSchema,63 +validateAnnotations,40 +createAnnotationValidator,33 +getGrammar,7 +findGrammar,5 +constructTrees,39 +isExistingGrammar,5 +updateImportListFor,46 +updateImportListWith,55 +buildGlobalNameRegistries,47 +traverseSchemas,43 needReportTNSError,0 -addGlobalAttributeDecl,9 -addGlobalAttributeGroupDecl,9 -addGlobalElementDecl,9 -addGlobalGroupDecl,9 -addGlobalNotationDecl,9 -addGlobalTypeDecl,9 -addIDConstraintDecl,9 -getGlobalAttributeDecl,0 -getGlobalAttributeGroupDecl,0 -getGlobalElementDecl,0 -getGlobalGroupDecl,0 -getGlobalNotationDecl,0 -getGlobalTypeDecl,0 -getIDConstraintDecl,0 -getGlobalDecl,39 -getGlobalDeclFromGrammar,36 -traverseGlobalDecl,41 -schemaDocument2SystemId,0 -getGrpOrAttrGrpRedefinedByRestriction,40 -resolveKeyRefs,45 -getIDRegistry,0 -getIDRegistry_sub,0 -storeKeyRef,49 -resolveSchema,14 -resolveSchemaSource,14 -getSchemaDocument,43 -getSchemaDocument0,35 -getSchemaDocument1,15 -expandGrammars,19 -existingGrammars,20 -canAddComponents,10 +addGlobalAttributeDecl,4 +addGlobalAttributeGroupDecl,4 +addGlobalElementDecl,4 +addGlobalGroupDecl,4 +addGlobalNotationDecl,4 +addGlobalTypeDecl,4 +addIDConstraintDecl,4 +getGlobalAttributeDecl,7 +getGlobalAttributeGroupDecl,7 +getGlobalElementDecl,7 +getGlobalGroupDecl,7 +getGlobalNotationDecl,7 +getGlobalTypeDecl,7 +getIDConstraintDecl,7 +getGlobalDecl,3 +getGlobalDeclFromGrammar,3 +traverseGlobalDecl,35 +schemaDocument2SystemId,7 +getGrpOrAttrGrpRedefinedByRestriction,49 +resolveKeyRefs,41 +getIDRegistry,7 +getIDRegistry_sub,7 +storeKeyRef,37 +resolveSchema,52 +resolveSchemaSource,59 +getSchemaDocument,32 +getSchemaDocument0,36 +getSchemaDocument1,17 +expandGrammars,38 +existingGrammars,15 +canAddComponents,6 canAddComponent,56 -addGrammars,20 -addGrammarComponents,24 +addGrammars,15 +addGrammarComponents,11 createGrammarFrom,0 -addNewGrammarLocations,1 -addNewImportedGrammars,4 -updateImportList,6 -addNewGrammarComponents,24 -addGlobalElementDecls,11 -addGlobalAttributeDecls,11 -addGlobalAttributeGroupDecls,11 -addGlobalNotationDecls,11 -addGlobalGroupDecls,11 -addGlobalTypeDecls,11 -expandComponents,46 -expandRelatedComponents,18 -expandRelatedAttributeComponents,2 -expandRelatedElementComponents,2 -expandRelatedTypeComponents,12 -expandRelatedModelGroupDefinitionComponents,2 -expandRelatedAttributeGroupComponents,2 -expandRelatedComplexTypeComponents,2 -expandRelatedSimpleTypeComponents,48 -expandRelatedAttributeUsesComponents,52 -expandRelatedAttributeUseComponents,2 -expandRelatedParticleComponents,2 -expandRelatedModelGroupComponents,34 -addRelatedType,12 -addRelatedElement,54 -addRelatedAttribute,54 -addGlobalComponents,10 -addGlobalComponent,22 -updateImportDependencies,9 -expandImportList,42 -addImportList,6 -containedImportedGrammar,4 -getSchemaGrammar,3 -findDependentNamespaces,5 -addNamespaceDependency,44 -reportSharingError,25 -createTraversers,33 -prepareForParse,0 -prepareForTraverse,21 -setDeclPool,0 -setDVFactory,58 -reset,17 -traverseLocalElements,29 -removeParticle,8 -fillInLocalElemInfo,16 -checkForDuplicateNames,57 -renameRedefiningComponents,23 -findQName,53 -changeRedefineGroup,7 -findXSDocumentForDecl,30 -nonAnnotationContent,28 -setSchemasVisible,1 -element2Locator,27 -reportSchemaError,26 -reportSchemaWarning,26 -setGenerateSyntheticAnnotations,13 +addNewGrammarLocations,57 +addNewImportedGrammars,50 +updateImportList,12 +addNewGrammarComponents,11 +addGlobalElementDecls,10 +addGlobalAttributeDecls,10 +addGlobalAttributeGroupDecls,10 +addGlobalNotationDecls,10 +addGlobalGroupDecls,10 +addGlobalTypeDecls,10 +expandComponents,44 +expandRelatedComponents,34 +expandRelatedAttributeComponents,1 +expandRelatedElementComponents,1 +expandRelatedTypeComponents,13 +expandRelatedModelGroupDefinitionComponents,1 +expandRelatedAttributeGroupComponents,1 +expandRelatedComplexTypeComponents,1 +expandRelatedSimpleTypeComponents,45 +expandRelatedAttributeUsesComponents,24 +expandRelatedAttributeUseComponents,1 +expandRelatedParticleComponents,1 +expandRelatedModelGroupComponents,18 +addRelatedType,13 +addRelatedElement,26 +addRelatedAttribute,26 +addGlobalComponents,6 +addGlobalComponent,42 +updateImportDependencies,4 +expandImportList,20 +addImportList,12 +containedImportedGrammar,61 +getSchemaGrammar,62 +findDependentNamespaces,2 +addNamespaceDependency,21 +reportSharingError,53 +createTraversers,51 +prepareForParse,7 +prepareForTraverse,58 +setDeclPool,30 +setDVFactory,60 +reset,8 +traverseLocalElements,48 +removeParticle,31 +fillInLocalElemInfo,19 +checkForDuplicateNames,54 +renameRedefiningComponents,16 +findQName,27 +changeRedefineGroup,25 +findXSDocumentForDecl,29 +nonAnnotationContent,14 +setSchemasVisible,9 +element2Locator,23 +reportSchemaError,22 +reportSchemaWarning,22 +setGenerateSyntheticAnnotations,28 diff --git a/proj2022/clustering/org.apache.xerces.impl.xs.traversers.XSDHandler_kmeans.csv b/proj2022/clustering/org.apache.xerces.impl.xs.traversers.XSDHandler_kmeans.csv index aa11574..12d5c0c 100644 --- a/proj2022/clustering/org.apache.xerces.impl.xs.traversers.XSDHandler_kmeans.csv +++ b/proj2022/clustering/org.apache.xerces.impl.xs.traversers.XSDHandler_kmeans.csv @@ -6,9 +6,9 @@ parseSchema,0 validateAnnotations,0 createAnnotationValidator,1 getGrammar,1 -findGrammar,0 +findGrammar,1 constructTrees,0 -isExistingGrammar,0 +isExistingGrammar,1 updateImportListFor,0 updateImportListWith,0 buildGlobalNameRegistries,0 @@ -37,15 +37,15 @@ resolveKeyRefs,0 getIDRegistry,1 getIDRegistry_sub,1 storeKeyRef,1 -resolveSchema,0 -resolveSchemaSource,0 +resolveSchema,1 +resolveSchemaSource,1 getSchemaDocument,1 getSchemaDocument0,1 getSchemaDocument1,1 expandGrammars,0 existingGrammars,0 canAddComponents,0 -canAddComponent,0 +canAddComponent,1 addGrammars,0 addGrammarComponents,1 createGrammarFrom,1 @@ -59,7 +59,7 @@ addGlobalAttributeGroupDecls,0 addGlobalNotationDecls,0 addGlobalGroupDecls,0 addGlobalTypeDecls,0 -expandComponents,1 +expandComponents,0 expandRelatedComponents,1 expandRelatedAttributeComponents,1 expandRelatedElementComponents,1 @@ -81,7 +81,7 @@ updateImportDependencies,1 expandImportList,1 addImportList,0 containedImportedGrammar,0 -getSchemaGrammar,0 +getSchemaGrammar,1 findDependentNamespaces,1 addNamespaceDependency,1 reportSharingError,1 @@ -93,7 +93,7 @@ setDVFactory,1 reset,1 traverseLocalElements,0 removeParticle,0 -fillInLocalElemInfo,1 +fillInLocalElemInfo,0 checkForDuplicateNames,1 renameRedefiningComponents,1 findQName,1 diff --git a/proj2022/clustering/org.apache.xerces.impl.xs.traversers.XSDHandler_silhouette.csv b/proj2022/clustering/org.apache.xerces.impl.xs.traversers.XSDHandler_silhouette.csv index 1841035..dce63db 100644 --- a/proj2022/clustering/org.apache.xerces.impl.xs.traversers.XSDHandler_silhouette.csv +++ b/proj2022/clustering/org.apache.xerces.impl.xs.traversers.XSDHandler_silhouette.csv @@ -1,64 +1,64 @@ ,k_means,hierarchical -2,0.5534873407490964,0.11707033998247796 -3,0.5403067174037671,0.16025096507335868 -4,0.46708316457515,0.07546848327312741 -5,0.4451926307761905,0.07805518976117491 -6,0.4416171553461516,0.0829299759232897 -7,0.4025284277232763,0.08509679243815554 -8,0.34853436002867655,0.12912678309177147 -9,0.3409772792153466,0.13597642528156112 -10,0.3375944908646605,0.14829158948852927 -11,0.31110680537502955,0.16197615852642053 -12,0.3126228223472471,0.18186281453828357 -13,0.31036251147572413,0.15414900746780688 -14,0.2862923378098167,0.16312853196874832 -15,0.28550235235641697,0.17234287994613537 -16,0.2543402024853478,0.17907284671406593 -17,0.12074964655641882,0.18389614608606492 -18,0.12883501924448215,0.18882008603608563 -19,0.13597964316440364,0.19387225820452525 -20,0.13576056288114965,0.19652703425734022 -21,0.1374803073824158,0.2008643688691971 -22,0.13051295672594906,0.20375172149977921 -23,0.12883732118069735,0.20942603784291114 -24,0.17871487315996215,0.21911960013212073 -25,0.1993034533067647,0.21975777962140905 -26,0.20029658353948548,0.19974789027914158 -27,0.21074841436942482,0.2036525435417823 -28,0.21164605939848372,0.20770066968752804 -29,0.21273870319800142,0.21007542656774433 -30,0.2203049641316479,0.21903675332949651 -31,0.22097577265026835,0.22219522971180078 -32,0.22124101495262563,0.2252995351886709 -33,0.22931995464515184,0.2255706210323806 -34,0.23334291699193166,0.22450631872303942 -35,0.23063074541710019,0.2276515348268648 -36,0.22898208779781964,0.22610007063642112 -37,0.23266504872175725,0.2295306180353045 -38,0.23125391530425207,0.23211044696681715 -39,0.22223006535468312,0.23710738594119618 -40,0.22411790414462185,0.2487536397502715 -41,0.2186379815041474,0.2482820940053665 -42,0.21884388300387053,0.2519500295070682 -43,0.21923185023943323,0.25929489854256343 -44,0.22408609786530578,0.26212302429368123 -45,0.22370333900516395,0.2572472058747604 -46,0.22100018235832777,0.25608792070690894 -47,0.223204027264074,0.2590176792153298 -48,0.22220385412158766,0.25894328267320316 -49,0.24301580328318778,0.2611514115865723 -50,0.2537970960480855,0.2595081827055466 -51,0.25443617758449905,0.26394285182474553 -52,0.2541829177349623,0.2677278565016036 -53,0.2589209357317291,0.27041487214758797 -54,0.2764996961322188,0.2714214666373397 -55,0.27314393832396633,0.2758925076018801 -56,0.26984541131470563,0.28208952537626164 -57,0.2671401920383061,0.28746693897483344 -58,0.2685039590483549,0.2890166479093517 -59,0.2700464457470846,0.2907599009987515 -60,0.2718051315962059,0.2886069792522556 -61,0.27384824098050214,0.2853084522429949 -62,0.27618161566059896,0.2872839208363513 -63,0.2760118450689526,0.2895413133107964 -64,0.2738589233224567,0.2878221006894693 +2,0.5107581084679866,0.15577590143112968 +3,0.48334409407621903,0.029841785518801442 +4,0.4585345448603689,0.0482001477323107 +5,0.4563865294978578,0.052074245061346426 +6,0.351089964463953,0.054543989261451126 +7,0.35341560614006085,0.05260649470928574 +8,0.32108029474903893,0.11018023834623808 +9,0.32259321344235886,0.11890277854366586 +10,0.3201395835115122,0.08474072087368724 +11,0.29485058621976984,0.08868076059675682 +12,0.29405648213594743,0.11108703428140657 +13,0.26162733132996746,0.11474785241963376 +14,0.21950393234103852,0.13185564161060062 +15,0.21215544369235964,0.1411117822407122 +16,0.21265217021601204,0.08982920413192326 +17,0.211550719497941,0.10058182732546152 +18,0.2105060235159016,0.10883991666353861 +19,0.2164588936810794,0.1148529062847065 +20,0.21710617408077487,0.11812838753659381 +21,0.14896298799833865,0.1382444239881252 +22,0.17053080128979692,0.1529701319356471 +23,0.18868561617090457,0.16089588893735476 +24,0.1896638725778603,0.15876583438643865 +25,0.19758869857791408,0.16308225746062896 +26,0.19942285172387794,0.1364049876757087 +27,0.20049291914959222,0.1392028624662041 +28,0.20096690241096143,0.14543906978018803 +29,0.2034456405123562,0.16314952321673268 +30,0.20685120059368572,0.16825196180805033 +31,0.2077242124242857,0.18058792902503154 +32,0.21078358719970033,0.18315570537576048 +33,0.21489783900825127,0.18651135441734212 +34,0.21031652720213778,0.19503999560493437 +35,0.20721228491920346,0.20404404284059155 +36,0.2100450700307487,0.20475887145301688 +37,0.2012500215238871,0.20701462171086618 +38,0.20439170625804884,0.20642225599832686 +39,0.20319427189965186,0.2073362885329306 +40,0.20310886460841182,0.20754155518133133 +41,0.2043667493915014,0.20696412619026777 +42,0.20457265089122453,0.20983343251978645 +43,0.21067428089742354,0.2045248980238698 +44,0.21552852852329607,0.20312729725829845 +45,0.21290142609901488,0.20732924433672886 +46,0.2119012529565285,0.21047680937897187 +47,0.21208190026743945,0.2142160228243692 +48,0.23289384942903965,0.21707178454264625 +49,0.24344350145029633,0.24020312599646151 +50,0.24319024160075964,0.23855870897122292 +51,0.23928228415414654,0.23656327212434305 +52,0.24614025385794996,0.23895657164997194 +53,0.24272053537114363,0.241108432428587 +54,0.24745855336791045,0.24826842553948528 +55,0.2650373137684001,0.2440228979148828 +56,0.26168155596014764,0.2418999140734885 +57,0.258383028950887,0.24735503012124338 +58,0.2575967277472762,0.2516238954023197 +59,0.2548449981563005,0.25297504957703537 +60,0.2561547786656138,0.2544785837904706 +61,0.25763389060270625,0.25616189706222925 +62,0.2593172034144067,0.25805940366759866 +63,0.25895627593561904,0.26021494484803576 +64,0.2610605653829258,0.2626852768291565 diff --git a/proj2022/clustering/org.apache.xerces.xinclude.XIncludeHandler_groundtruth.csv b/proj2022/clustering/org.apache.xerces.xinclude.XIncludeHandler_groundtruth.csv new file mode 100644 index 0000000..b0956f3 --- /dev/null +++ b/proj2022/clustering/org.apache.xerces.xinclude.XIncludeHandler_groundtruth.csv @@ -0,0 +1,109 @@ +,cluster +reset,0 +getRecognizedFeatures,0 +setFeature,0 +getRecognizedProperties,0 +setProperty,0 +getFeatureDefault,0 +getPropertyDefault,0 +setDocumentHandler,0 +getDocumentHandler,0 +startDocument,0 +xmlDecl,0 +doctypeDecl,0 +comment,0 +processingInstruction,0 +startElement,0 +emptyElement,0 +endElement,0 +startGeneralEntity,0 +textDecl,0 +endGeneralEntity,0 +characters,0 +ignorableWhitespace,0 +startCDATA,0 +endCDATA,0 +endDocument,0 +setDocumentSource,0 +getDocumentSource,0 +attributeDecl,0 +elementDecl,0 +endAttlist,0 +endConditional,0 +endDTD,0 +endExternalSubset,12 +endParameterEntity,11 +externalEntityDecl,0 +getDTDSource,0 +ignoredCharacters,0 +internalEntityDecl,0 +notationDecl,0 +setDTDSource,0 +startAttlist,0 +startConditional,0 +startDTD,0 +startExternalSubset,12 +startParameterEntity,11 +unparsedEntityDecl,0 +getDTDHandler,0 +setDTDHandler,0 +setErrorReporter,9 +handleFallbackElement,0 +handleIncludeElement,0 +hasXIncludeNamespace,0 +isIncludeElement,0 +isFallbackElement,0 +sameBaseURIAsIncludeParent,4 +sameLanguageAsIncludeParent,0 +setupCurrentBaseURI,4 +searchForRecursiveIncludes,0 +isTopLevelIncludedItem,0 +isTopLevelIncludedItemViaInclude,0 +isTopLevelIncludedItemViaFallback,0 +processAttributes,0 +getRelativeBaseURI,4 +getIncludeParentBaseURI,4 +getIncludeParentLanguage,0 +getIncludeParentDepth,0 +getResultDepth,0 +modifyAugmentations,0 +getState,0 +setState,0 +setSawFallback,0 +getSawFallback,0 +setSawInclude,0 +getSawInclude,0 +reportResourceError,9 +reportFatalError,9 +reportError,9 +setParent,0 +setHref,0 +setXIncludeLocator,0 +isRootDocument,0 +addUnparsedEntity,0 +addNotation,0 +checkUnparsedEntity,0 +checkNotation,0 +checkAndSendUnparsedEntity,0 +checkAndSendNotation,0 +checkWhitespace,0 +checkMultipleRootElements,0 +setRootElementProcessed,0 +getRootElementProcessed,0 +copyFeatures,0 +copyFeatures1,0 +saveBaseURI,4 +restoreBaseURI,4 +saveLanguage,0 +restoreLanguage,0 +getBaseURI,4 +getLanguage,0 +getRelativeURI,4 +scopeOfBaseURI,4 +scopeOfLanguage,0 +processXMLBaseAttributes,0 +processXMLLangAttributes,0 +isValidInHTTPHeader,0 +createInputSource,1 +isEqual,0 +escapeHref,0 diff --git a/proj2022/clustering/org.apache.xerces.xinclude.XIncludeHandler_hierarchical.csv b/proj2022/clustering/org.apache.xerces.xinclude.XIncludeHandler_hierarchical.csv index 302957f..c5b8c61 100644 --- a/proj2022/clustering/org.apache.xerces.xinclude.XIncludeHandler_hierarchical.csv +++ b/proj2022/clustering/org.apache.xerces.xinclude.XIncludeHandler_hierarchical.csv @@ -1,103 +1,109 @@ ,cluster -reset,0 -setFeature,0 -setProperty,0 -getFeatureDefault,0 -getPropertyDefault,0 -setDocumentHandler,0 -getDocumentHandler,0 -startDocument,0 -xmlDecl,0 -doctypeDecl,0 -comment,0 -processingInstruction,0 -startElement,0 -emptyElement,0 -endElement,0 -startGeneralEntity,0 -textDecl,0 -endGeneralEntity,0 -characters,0 -ignorableWhitespace,0 -startCDATA,0 -endCDATA,0 -endDocument,0 -setDocumentSource,0 -getDocumentSource,0 -attributeDecl,0 -elementDecl,0 -endAttlist,0 -endConditional,0 -endDTD,0 -endExternalSubset,0 -endParameterEntity,0 -externalEntityDecl,0 -getDTDSource,0 -ignoredCharacters,0 -internalEntityDecl,0 -notationDecl,0 -setDTDSource,0 -startAttlist,0 -startConditional,0 -startDTD,0 -startExternalSubset,0 -startParameterEntity,0 -unparsedEntityDecl,0 -getDTDHandler,0 -setDTDHandler,0 -setErrorReporter,0 -handleFallbackElement,0 -handleIncludeElement,1 -hasXIncludeNamespace,0 -isIncludeElement,0 -isFallbackElement,0 -sameBaseURIAsIncludeParent,0 -sameLanguageAsIncludeParent,0 -setupCurrentBaseURI,0 -searchForRecursiveIncludes,0 -isTopLevelIncludedItemViaInclude,0 -isTopLevelIncludedItemViaFallback,0 -processAttributes,0 -getRelativeBaseURI,0 -getIncludeParentBaseURI,0 -getIncludeParentLanguage,0 -getIncludeParentDepth,0 -getResultDepth,0 -modifyAugmentations,0 -getState,0 -setState,0 -setSawFallback,0 -getSawFallback,0 -setSawInclude,0 -getSawInclude,0 -reportResourceError,0 -reportFatalError,0 -reportError,0 -setParent,0 -setHref,0 -setXIncludeLocator,0 -isRootDocument,0 -addUnparsedEntity,0 -addNotation,0 -checkUnparsedEntity,0 -checkNotation,0 -checkAndSendUnparsedEntity,0 -checkAndSendNotation,0 +reset,39 +getRecognizedFeatures,50 +setFeature,35 +getRecognizedProperties,50 +setProperty,47 +getFeatureDefault,32 +getPropertyDefault,37 +setDocumentHandler,63 +getDocumentHandler,50 +startDocument,43 +xmlDecl,42 +doctypeDecl,51 +comment,54 +processingInstruction,38 +startElement,20 +emptyElement,20 +endElement,36 +startGeneralEntity,55 +textDecl,18 +endGeneralEntity,13 +characters,14 +ignorableWhitespace,14 +startCDATA,13 +endCDATA,13 +endDocument,59 +setDocumentSource,3 +getDocumentSource,3 +attributeDecl,60 +elementDecl,23 +endAttlist,24 +endConditional,24 +endDTD,22 +endExternalSubset,24 +endParameterEntity,23 +externalEntityDecl,1 +getDTDSource,30 +ignoredCharacters,24 +internalEntityDecl,58 +notationDecl,1 +setDTDSource,30 +startAttlist,24 +startConditional,24 +startDTD,22 +startExternalSubset,1 +startParameterEntity,1 +unparsedEntityDecl,56 +getDTDHandler,24 +setDTDHandler,61 +setErrorReporter,45 +handleFallbackElement,62 +handleIncludeElement,31 +hasXIncludeNamespace,9 +isIncludeElement,9 +isFallbackElement,9 +sameBaseURIAsIncludeParent,53 +sameLanguageAsIncludeParent,29 +setupCurrentBaseURI,12 +searchForRecursiveIncludes,11 +isTopLevelIncludedItem,50 +isTopLevelIncludedItemViaInclude,5 +isTopLevelIncludedItemViaFallback,5 +processAttributes,17 +getRelativeBaseURI,33 +getIncludeParentBaseURI,2 +getIncludeParentLanguage,2 +getIncludeParentDepth,5 +getResultDepth,50 +modifyAugmentations,26 +getState,6 +setState,6 +setSawFallback,10 +getSawFallback,10 +setSawInclude,4 +getSawInclude,4 +reportResourceError,7 +reportFatalError,7 +reportError,34 +setParent,11 +setHref,12 +setXIncludeLocator,52 +isRootDocument,11 +addUnparsedEntity,57 +addNotation,44 +checkUnparsedEntity,21 +checkNotation,28 +checkAndSendUnparsedEntity,41 +checkAndSendNotation,16 checkWhitespace,0 -setRootElementProcessed,0 -getRootElementProcessed,0 -copyFeatures,0 -copyFeatures1,0 -saveBaseURI,0 -saveLanguage,0 -getBaseURI,0 -getLanguage,0 -getRelativeURI,0 -scopeOfBaseURI,0 -scopeOfLanguage,0 -processXMLBaseAttributes,0 -processXMLLangAttributes,0 +checkMultipleRootElements,50 +setRootElementProcessed,19 +getRootElementProcessed,19 +copyFeatures,49 +copyFeatures1,40 +saveBaseURI,5 +restoreBaseURI,50 +saveLanguage,5 +restoreLanguage,50 +getBaseURI,2 +getLanguage,2 +getRelativeURI,48 +scopeOfBaseURI,2 +scopeOfLanguage,2 +processXMLBaseAttributes,8 +processXMLLangAttributes,15 isValidInHTTPHeader,0 -createInputSource,0 -isEqual,0 -escapeHref,0 +createInputSource,25 +isEqual,46 +escapeHref,27 diff --git a/proj2022/clustering/org.apache.xerces.xinclude.XIncludeHandler_kmeans.csv b/proj2022/clustering/org.apache.xerces.xinclude.XIncludeHandler_kmeans.csv index 302957f..6714e68 100644 --- a/proj2022/clustering/org.apache.xerces.xinclude.XIncludeHandler_kmeans.csv +++ b/proj2022/clustering/org.apache.xerces.xinclude.XIncludeHandler_kmeans.csv @@ -1,29 +1,31 @@ ,cluster -reset,0 -setFeature,0 -setProperty,0 -getFeatureDefault,0 -getPropertyDefault,0 -setDocumentHandler,0 -getDocumentHandler,0 -startDocument,0 -xmlDecl,0 -doctypeDecl,0 -comment,0 -processingInstruction,0 -startElement,0 -emptyElement,0 -endElement,0 -startGeneralEntity,0 -textDecl,0 -endGeneralEntity,0 -characters,0 -ignorableWhitespace,0 -startCDATA,0 -endCDATA,0 -endDocument,0 -setDocumentSource,0 -getDocumentSource,0 +reset,1 +getRecognizedFeatures,1 +setFeature,1 +getRecognizedProperties,1 +setProperty,1 +getFeatureDefault,1 +getPropertyDefault,1 +setDocumentHandler,1 +getDocumentHandler,1 +startDocument,1 +xmlDecl,1 +doctypeDecl,1 +comment,1 +processingInstruction,1 +startElement,1 +emptyElement,1 +endElement,1 +startGeneralEntity,1 +textDecl,1 +endGeneralEntity,1 +characters,1 +ignorableWhitespace,1 +startCDATA,1 +endCDATA,1 +endDocument,1 +setDocumentSource,1 +getDocumentSource,1 attributeDecl,0 elementDecl,0 endAttlist,0 @@ -32,72 +34,76 @@ endDTD,0 endExternalSubset,0 endParameterEntity,0 externalEntityDecl,0 -getDTDSource,0 +getDTDSource,1 ignoredCharacters,0 internalEntityDecl,0 notationDecl,0 -setDTDSource,0 +setDTDSource,1 startAttlist,0 startConditional,0 startDTD,0 startExternalSubset,0 startParameterEntity,0 unparsedEntityDecl,0 -getDTDHandler,0 -setDTDHandler,0 -setErrorReporter,0 -handleFallbackElement,0 +getDTDHandler,1 +setDTDHandler,1 +setErrorReporter,1 +handleFallbackElement,1 handleIncludeElement,1 -hasXIncludeNamespace,0 -isIncludeElement,0 -isFallbackElement,0 -sameBaseURIAsIncludeParent,0 -sameLanguageAsIncludeParent,0 -setupCurrentBaseURI,0 -searchForRecursiveIncludes,0 -isTopLevelIncludedItemViaInclude,0 -isTopLevelIncludedItemViaFallback,0 -processAttributes,0 -getRelativeBaseURI,0 -getIncludeParentBaseURI,0 -getIncludeParentLanguage,0 -getIncludeParentDepth,0 -getResultDepth,0 -modifyAugmentations,0 -getState,0 -setState,0 -setSawFallback,0 -getSawFallback,0 -setSawInclude,0 -getSawInclude,0 -reportResourceError,0 -reportFatalError,0 -reportError,0 -setParent,0 -setHref,0 -setXIncludeLocator,0 -isRootDocument,0 +hasXIncludeNamespace,1 +isIncludeElement,1 +isFallbackElement,1 +sameBaseURIAsIncludeParent,1 +sameLanguageAsIncludeParent,1 +setupCurrentBaseURI,1 +searchForRecursiveIncludes,1 +isTopLevelIncludedItem,1 +isTopLevelIncludedItemViaInclude,1 +isTopLevelIncludedItemViaFallback,1 +processAttributes,1 +getRelativeBaseURI,1 +getIncludeParentBaseURI,1 +getIncludeParentLanguage,1 +getIncludeParentDepth,1 +getResultDepth,1 +modifyAugmentations,1 +getState,1 +setState,1 +setSawFallback,1 +getSawFallback,1 +setSawInclude,1 +getSawInclude,1 +reportResourceError,1 +reportFatalError,1 +reportError,1 +setParent,1 +setHref,1 +setXIncludeLocator,1 +isRootDocument,1 addUnparsedEntity,0 addNotation,0 -checkUnparsedEntity,0 -checkNotation,0 -checkAndSendUnparsedEntity,0 -checkAndSendNotation,0 -checkWhitespace,0 -setRootElementProcessed,0 -getRootElementProcessed,0 -copyFeatures,0 -copyFeatures1,0 -saveBaseURI,0 -saveLanguage,0 -getBaseURI,0 -getLanguage,0 -getRelativeURI,0 -scopeOfBaseURI,0 -scopeOfLanguage,0 -processXMLBaseAttributes,0 -processXMLLangAttributes,0 -isValidInHTTPHeader,0 -createInputSource,0 -isEqual,0 -escapeHref,0 +checkUnparsedEntity,1 +checkNotation,1 +checkAndSendUnparsedEntity,1 +checkAndSendNotation,1 +checkWhitespace,1 +checkMultipleRootElements,1 +setRootElementProcessed,1 +getRootElementProcessed,1 +copyFeatures,1 +copyFeatures1,1 +saveBaseURI,1 +restoreBaseURI,1 +saveLanguage,1 +restoreLanguage,1 +getBaseURI,1 +getLanguage,1 +getRelativeURI,1 +scopeOfBaseURI,1 +scopeOfLanguage,1 +processXMLBaseAttributes,1 +processXMLLangAttributes,1 +isValidInHTTPHeader,1 +createInputSource,1 +isEqual,1 +escapeHref,1 diff --git a/proj2022/clustering/org.apache.xerces.xinclude.XIncludeHandler_silhouette.csv b/proj2022/clustering/org.apache.xerces.xinclude.XIncludeHandler_silhouette.csv index 2294b07..c2037f0 100644 --- a/proj2022/clustering/org.apache.xerces.xinclude.XIncludeHandler_silhouette.csv +++ b/proj2022/clustering/org.apache.xerces.xinclude.XIncludeHandler_silhouette.csv @@ -1,64 +1,64 @@ ,k_means,hierarchical -2,0.6459179796818333,0.6459179796818333 -3,0.49586299827097163,0.22544920611212066 -4,0.46148797297097716,0.19979384238985368 -5,0.38283724898314175,0.15555745935157836 -6,0.15497298286699987,0.12170769133650929 -7,0.15839236129329612,0.07460648800320382 -8,0.1531069533002678,0.14810982433302056 -9,0.15691667534375386,0.14493216325448446 -10,0.14670990548016527,0.14562957456036257 -11,0.13818115731358235,0.05858977912112865 -12,0.13980068240727214,0.0858133169850754 -13,0.13948597431848878,0.10180957102595926 -14,0.14618609130757787,0.10254930953752754 -15,0.1413600313337077,0.10963661521902636 -16,0.153265945955456,0.12790946366609832 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a/proj2022/extract_feature_vectors.py +++ b/proj2022/extract_feature_vectors.py @@ -76,6 +76,9 @@ def parse(path: str): df = pd.DataFrame(columns=sorted(fields.union(methods)), dtype=int) for m in node.methods: + # make sure method is included in csv file + df.loc[m.name, :] = 0 + m_fields = get_fields_accessed_by_method(m) m_methods = get_methods_accessed_by_method(m, methods) diff --git a/proj2022/feature_vectors/org.apache.xerces.dom.CoreDocumentImpl.csv b/proj2022/feature_vectors/org.apache.xerces.dom.CoreDocumentImpl.csv index e27c473..cfbba82 100644 --- a/proj2022/feature_vectors/org.apache.xerces.dom.CoreDocumentImpl.csv +++ b/proj2022/feature_vectors/org.apache.xerces.dom.CoreDocumentImpl.csv @@ -1,20 +1,26 @@ 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diff --git a/proj2022/feature_vectors/org.apache.xerces.xinclude.XIncludeHandler.csv b/proj2022/feature_vectors/org.apache.xerces.xinclude.XIncludeHandler.csv index e403616..052fff5 100644 --- a/proj2022/feature_vectors/org.apache.xerces.xinclude.XIncludeHandler.csv +++ b/proj2022/feature_vectors/org.apache.xerces.xinclude.XIncludeHandler.csv @@ -1,103 +1,109 @@ 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df.loc[:, 'method_num'].mean() std = df.loc[:, 'method_num'].std() - treshold = mean + 6 * std + threshold = mean + 6 * std - god_classes_df = df[df['method_num'] > treshold] + god_classes_df = df[df['method_num'] > threshold] god_classes_df.to_csv(OUT_DIR + '/god_classes.csv') diff --git a/proj2022/ground_truth.py b/proj2022/ground_truth.py new file mode 100755 index 0000000..f23dbf7 --- /dev/null +++ b/proj2022/ground_truth.py @@ -0,0 +1,47 @@ +#!/usr/bin/env python3 +import os +import pandas as pd +import glob + + +DIR: str = os.path.dirname(os.path.realpath(__file__)) +IN_DIR: str = DIR + '/feature_vectors' +OUT_DIR: str = DIR + '/clustering' + + +def clean_output(): + filelist = glob.glob(OUT_DIR + '/*_groundtruth.csv') + for f in filelist: + os.remove(f) + + +def ground_truth(method_name: str, keywords: list[str]): + for i, key in enumerate(keywords): + if method_name.find(key) != -1: + return i + 1 + + return 0 + + +def create_ground_truth(path: str, keywords: list[str]): + clazz_name = os.path.basename(path) + clazz_name = clazz_name[:clazz_name.rfind('.')] + + df = pd.read_csv(path, index_col=0).filter([]) + df['cluster'] = df.index.map(lambda m: ground_truth(m.lower(), keywords)) + df.to_csv(OUT_DIR + '/' + clazz_name + '_groundtruth.csv') + + +def main(): + with open(DIR + '/keyword_list.txt', 'r') as f: + keywords: list[str] = [x.strip().strip('\n').lower() for x in f.readlines()] + + clean_output() + + filelist = glob.glob(IN_DIR + '/*.csv') + for f in filelist: + create_ground_truth(f, keywords) + + +if __name__ == '__main__': + main() diff --git a/proj2022/keyword_list.txt b/proj2022/keyword_list.txt new file mode 100644 index 0000000..7a7cc24 --- /dev/null +++ b/proj2022/keyword_list.txt @@ -0,0 +1,14 @@ +create +object +cache +uri +standalone +encoding +identifier +user +error +content +parameter +subset +global +component \ No newline at end of file