arcade-agent: arcade_core — Algorithm Comparison

Metric	PKG	ACDC	ARC
RCI	0.4255	0.6128	0.5128
TurboMQ	0.2911	0.2446	0.0652
BasicMQ	0.2911	0.2446	0.0652
IntraConnectivity	0.0467	0.1846	0.0041
InterConnectivity	0.0686	0.0996	0.0776
TwoWayPairRatio	0.1379	0.2500	0.1500

graph TD
    Default["Default\n(8 entities)"]
    Antipattern["Antipattern\n(11 entities)"]
    Clustering["Clustering\n(44 entities)"]
    Facts["Facts\n(33 entities)"]
    Functiongraph["Functiongraph\n(3 entities)"]
    Jira["Jira\n(4 entities)"]
    Metrics["Metrics\n(23 entities)"]
    Topics["Topics\n(8 entities)"]
    Util["Util\n(9 entities)"]
    Visualization["Visualization\n(15 entities)"]
    Util2["Util2\n(5 entities)"]
    Json["Json\n(3 entities)"]
    Matrix["Matrix\n(4 entities)"]
    Antipattern --> Clustering
    Antipattern --> Json
    Antipattern --> Topics
    Antipattern --> Util
    Clustering --> Facts
    Clustering --> Json
    Clustering --> Metrics
    Clustering --> Topics
    Clustering --> Util
    Clustering --> Util2
    Default --> Clustering
    Facts --> Antipattern
    Facts --> Clustering
    Facts --> Functiongraph
    Facts --> Json
    Facts --> Util
    Facts --> Util2
    Jira --> Util
    Metrics --> Clustering
    Metrics --> Default
    Metrics --> Json
    Metrics --> Matrix
    Metrics --> Util
    Metrics --> Util2
    Topics --> Clustering
    Topics --> Json
    Topics --> Util
    Topics --> Util2
    Util --> Clustering
    Util --> Util2
    Visualization --> Clustering
    Visualization --> Topics
    Visualization --> Util

Package-based grouping (depth=2 after common prefix 'edu.usc.softarch').

Components

Component	Responsibility	#	Concerns	Entities
Default	Entities in (default)	8	Core data structuresArchitecture comparisonClustering metrics	BipartiteGraph, Cluster, Config, MergeInterfaceBasedSmell2Issues, MoJo, MoJoCalculator, ... (+2 more)
Antipattern	Entities in arcade.antipattern	11	Smell detectionQuality analysisIssue correlation	edu.usc.softarch.arcade.antipattern.Smell, edu.usc.softarch.arcade.antipattern.SmellCollection, edu.usc.softarch.arcade.antipattern.detection.ArchSmellDetector, edu.usc.softarch.arcade.antipattern.detection.SmellToIssuesCorrelation, edu.usc.softarch.arcade.antipattern.detection.concern.ConcernOverload, edu.usc.softarch.arcade.antipattern.detection.concern.ScatteredParasiticFunctionality, ... (+5 more)
Clustering	Entities in arcade.clustering	44	Component recoveryClustering algorithmsArchitecture serialization	edu.usc.softarch.arcade.clustering.ClusterMatcher, edu.usc.softarch.arcade.clustering.Clusterer, edu.usc.softarch.arcade.clustering.ClusteringAlgorithmType, edu.usc.softarch.arcade.clustering.Pkg, edu.usc.softarch.arcade.clustering.RsfToDot, edu.usc.softarch.arcade.clustering.acdc.ACDC, ... (+38 more)
Facts	Entities in arcade.facts	33	Dependency extractionVersion control integrationChange trackingSource parsing	edu.usc.softarch.arcade.facts.Change, edu.usc.softarch.arcade.facts.ChangeAnalyzer, edu.usc.softarch.arcade.facts.Decision, edu.usc.softarch.arcade.facts.DependencyGraph, edu.usc.softarch.arcade.facts.VersionMap, edu.usc.softarch.arcade.facts.VersionTree, ... (+27 more)
Functiongraph	Entities in arcade.functiongraph	3	Graph data structures	edu.usc.softarch.arcade.functiongraph.StringEdge, edu.usc.softarch.arcade.functiongraph.StringTypedEdge, edu.usc.softarch.arcade.functiongraph.TypedEdgeGraph
Jira	Entities in arcade.jira	4	Issue tracking integration	edu.usc.softarch.arcade.jira.IssuesAnalyzer, edu.usc.softarch.arcade.jira.JiraClientExample, edu.usc.softarch.arcade.jira.JiraClientPrototype, edu.usc.softarch.arcade.jira.JiraUtil
Metrics	Entities in arcade.metrics	23	Quality metricsArchitecture evaluationStability analysis	edu.usc.softarch.arcade.metrics.DecayMetricAnalyzer, edu.usc.softarch.arcade.metrics.MoJoEvolutionAnalyzer, edu.usc.softarch.arcade.metrics.RenameFixer, edu.usc.softarch.arcade.metrics.data.A2aSystemData, edu.usc.softarch.arcade.metrics.data.ArchPair, edu.usc.softarch.arcade.metrics.data.ArchitectureMetrics, ... (+17 more)
Topics	Entities in arcade.topics	8	Topic modelingConcern identification	edu.usc.softarch.arcade.topics.Concern, edu.usc.softarch.arcade.topics.DocTopicItem, edu.usc.softarch.arcade.topics.DocTopics, edu.usc.softarch.arcade.topics.MalletRunner, edu.usc.softarch.arcade.topics.TopicCompositionParser, edu.usc.softarch.arcade.topics.TopicItem, ... (+2 more)
Util	Entities in arcade.util	9	General utilitiesFile operationsCLI support	edu.usc.softarch.arcade.util.CLI, edu.usc.softarch.arcade.util.CentralTendency, edu.usc.softarch.arcade.util.DirCleaner, edu.usc.softarch.arcade.util.FileUtil, edu.usc.softarch.arcade.util.MapUtil, edu.usc.softarch.arcade.util.McfpDriver, ... (+3 more)
Visualization	Entities in arcade.visualization	15	Architecture visualizationGUI components	edu.usc.softarch.arcade.visualization.ArchitectureTableModel, edu.usc.softarch.arcade.visualization.MainFrame, edu.usc.softarch.arcade.visualization.clustering.ArchitectureViewer, edu.usc.softarch.arcade.visualization.clustering.ClustererController, edu.usc.softarch.arcade.visualization.clustering.ClustererInitializer, edu.usc.softarch.arcade.visualization.clustering.FeatureVectorTableModel, ... (+9 more)
Util2	Entities in util	5	Enhanced collectionsGraph utilities	edu.usc.softarch.util.EnhancedHashSet, edu.usc.softarch.util.EnhancedSet, edu.usc.softarch.util.EnhancedTreeSet, edu.usc.softarch.util.LabeledEdge, edu.usc.softarch.util.Terminal
Json	Entities in util.json	3	JSON serialization	edu.usc.softarch.util.json.EnhancedJsonGenerator, edu.usc.softarch.util.json.EnhancedJsonParser, edu.usc.softarch.util.json.JsonSerializable
Matrix	Entities in util.matrix	4	Matrix operations	edu.usc.softarch.util.matrix.Cell, edu.usc.softarch.util.matrix.CellValueCalculator, edu.usc.softarch.util.matrix.CellValueValidator, edu.usc.softarch.util.matrix.FastMatrix

Smells (7)

high SmellType.DEPENDENCY_CYCLE

Circular dependency among 7 components: Antipattern <-> Clustering <-> Default <-> Facts <-> Metrics <-> Topics <-> Util

Why: Dependency cycles make components tightly coupled — you cannot change, test, or deploy any component in the cycle independently. This hinders maintainability, increases build times, and makes the system harder to understand.

Fix: Break the cycle by introducing an interface/abstraction that one component depends on, inverting the dependency direction. Consider the Dependency Inversion Principle (DIP).

Affects: Antipattern, Clustering, Default, Facts, Metrics, Topics, Util

high SmellType.CONCERN_OVERLOAD

Clustering contains 44 entities, suggesting multiple responsibilities.

Why: Large components are harder to understand, test, and maintain. They often indicate that multiple concerns have been mixed together.

Fix: Consider splitting Clustering into smaller, focused components with single responsibilities.

Affects: Clustering

medium SmellType.CONCERN_OVERLOAD

Facts contains 33 entities, suggesting multiple responsibilities.

Why: Large components are harder to understand, test, and maintain. They often indicate that multiple concerns have been mixed together.

Fix: Consider splitting Facts into smaller, focused components with single responsibilities.

Affects: Facts

medium SmellType.CONCERN_OVERLOAD

Metrics contains 23 entities, suggesting multiple responsibilities.

Why: Large components are harder to understand, test, and maintain. They often indicate that multiple concerns have been mixed together.

Fix: Consider splitting Metrics into smaller, focused components with single responsibilities.

Affects: Metrics

medium SmellType.SCATTERED_FUNCTIONALITY

'Util' pattern is scattered across 3 components: Default, Jira, Util

Why: When a single concern is spread across many components, changes to that concern require modifying multiple places, increasing the risk of inconsistencies and bugs.

Fix: Centralize 'Util'-related functionality into a dedicated component to reduce scattering.

Affects: Default, Jira, Util

medium SmellType.LINK_OVERLOAD

Clustering is depended on by 7 other components (58% of all components).

Why: A component with too many dependents becomes a bottleneck. Any change to it can cascade across the entire system, making evolution risky and expensive.

Fix: Consider splitting Clustering into smaller interfaces so dependents only couple to what they actually use (ISP).

Affects: Clustering

medium SmellType.LINK_OVERLOAD

Util is depended on by 7 other components (58% of all components).

Why: A component with too many dependents becomes a bottleneck. Any change to it can cascade across the entire system, making evolution risky and expensive.

Fix: Consider splitting Util into smaller interfaces so dependents only couple to what they actually use (ISP).

Affects: Util

ACDC — 27 components

graph TD
    Data["Data\n(73 entities)"]
    Data2["Data2\n(22 entities)"]
    Util["Util\n(15 entities)"]
    Data3["Data3\n(11 entities)"]
    Facts["Facts\n(5 entities)"]
    Vertex["Vertex\n(5 entities)"]
    Issues["Issues\n(4 entities)"]
    Dependencies["Dependencies\n(3 entities)"]
    Util2["Util2\n(3 entities)"]
    Facts2["Facts2\n(3 entities)"]
    Functiongraph["Functiongraph\n(2 entities)"]
    Issues2["Issues2\n(2 entities)"]
    Issues3["Issues3\n(2 entities)"]
    StringUtil["StringUtil\n(2 entities)"]
    Patterns["Patterns\n(2 entities)"]
    Antipattern["Antipattern\n(2 entities)"]
    Dependencies2["Dependencies2\n(2 entities)"]
    Design["Design\n(2 entities)"]
    Jira["Jira\n(2 entities)"]
    Statistic["Statistic\n(2 entities)"]
    Util3["Util3\n(1 entities)"]
    Interfacebased["Interfacebased\n(1 entities)"]
    Data4["Data4\n(1 entities)"]
    Topics["Topics\n(1 entities)"]
    Util4["Util4\n(1 entities)"]
    Visualization["Visualization\n(1 entities)"]
    Clustering["Clustering\n(1 entities)"]
    Antipattern --> Data
    Clustering --> Data
    Clustering --> Visualization
    Data --> Antipattern
    Data --> Clustering
    Data --> Data2
    Data --> Design
    Data --> Facts
    Data --> Facts2
    Data --> Patterns
    Data --> Util
    Data --> Util2
    Data --> Util3
    Data --> Visualization
    Data2 --> Antipattern
    Data2 --> Data
    Data2 --> Facts
    Data2 --> Patterns
    Data2 --> Util
    Data2 --> Util3
    Data3 --> Data2
    Data3 --> Data4
    Data3 --> Patterns
    Data3 --> Util
    Dependencies --> Facts
    Dependencies --> Patterns
    Design --> Data
    Design --> Facts2
    Facts --> Dependencies
    Facts --> Util
    Issues --> Data
    Issues --> Facts2
    Issues --> Issues2
    Issues --> Issues3
    Issues2 --> Data
    Issues3 --> Data
    Patterns --> Data3
    StringUtil --> Patterns
    Util --> Antipattern
    Util --> Data
    Util --> Data2
    Util --> Facts
    Util --> Facts2
    Util --> Issues
    Util --> Issues3
    Util --> Patterns
    Util2 --> Data
    Util2 --> Data2
    Util2 --> Patterns
    Util2 --> Util3

ACDC pattern-based clustering using subgraph dominance

Components

Smells (3)

high SmellType.DEPENDENCY_CYCLE

Circular dependency among 14 components: Antipattern <-> Clustering <-> Data <-> Data2 <-> Data3 <-> Dependencies <-> Design <-> Facts <-> Issues <-> Issues2 <-> Issues3 <-> Patterns <-> Util <-> Util2

Fix: Break the cycle by introducing an interface/abstraction that one component depends on, inverting the dependency direction. Consider the Dependency Inversion Principle (DIP).

Affects: Antipattern, Clustering, Data, Data2, Data3, Dependencies, Design, Facts, Issues, Issues2, Issues3, Patterns, Util, Util2

high SmellType.CONCERN_OVERLOAD

Data contains 73 entities, suggesting multiple responsibilities.

Why: Large components are harder to understand, test, and maintain. They often indicate that multiple concerns have been mixed together.

Fix: Consider splitting Data into smaller, focused components with single responsibilities.

Affects: Data

medium SmellType.CONCERN_OVERLOAD

Data2 contains 22 entities, suggesting multiple responsibilities.

Why: Large components are harder to understand, test, and maintain. They often indicate that multiple concerns have been mixed together.

Fix: Consider splitting Data2 into smaller, focused components with single responsibilities.

Affects: Data2

ARC — 13 components

graph TD
    Clustering["Clustering\n(120 entities)"]
    Utilities["Utilities\n(11 entities)"]
    Configuration["Configuration\n(3 entities)"]
    GraphAlgorithms["GraphAlgorithms\n(5 entities)"]
    ArchitectureModel["ArchitectureModel\n(2 entities)"]
    ChangeTracking["ChangeTracking\n(1 entities)"]
    DecisionTracking["DecisionTracking\n(1 entities)"]
    IssueTracking["IssueTracking\n(13 entities)"]
    ArchitectureRecovery["ArchitectureRecovery\n(1 entities)"]
    Serialization["Serialization\n(7 entities)"]
    ErrorHandling["ErrorHandling\n(2 entities)"]
    Statistics["Statistics\n(2 entities)"]
    MatrixOperations["MatrixOperations\n(2 entities)"]
    ArchitectureModel --> ChangeTracking
    ArchitectureModel --> Clustering
    ArchitectureModel --> GraphAlgorithms
    ArchitectureModel --> Utilities
    ArchitectureRecovery --> Clustering
    ArchitectureRecovery --> IssueTracking
    ArchitectureRecovery --> Serialization
    Clustering --> ArchitectureModel
    Clustering --> ChangeTracking
    Clustering --> Configuration
    Clustering --> DecisionTracking
    Clustering --> ErrorHandling
    Clustering --> GraphAlgorithms
    Clustering --> IssueTracking
    Clustering --> MatrixOperations
    Clustering --> Serialization
    Clustering --> Statistics
    Clustering --> Utilities
    Configuration --> Utilities
    IssueTracking --> Clustering
    IssueTracking --> Serialization
    IssueTracking --> Utilities
    Utilities --> Configuration

ARC: concern-based clustering using LLM-assigned semantic vectors (hybrid_weight=0.5, 63 concerns)

Components

Component	Responsibility	#	Concerns	Entities
Clustering	clustering, serialization, metrics	120	clustering algorithmsarchitecture smell detectionquality metricscomponent serialization	Cluster, MergeInterfaceBasedSmell2Issues, MoJo, MoJoCalculator, StringUtil, edu.usc.softarch.arcade.antipattern.Smell, ... (+114 more)
Utilities	utilities, data structures, matrix operations	11	data structuresmatrix operationsfile managementhelper functions	edu.usc.softarch.arcade.antipattern.detection.coupling.CodeMaatHelper, edu.usc.softarch.arcade.antipattern.detection.interfacebased.StringMatrix, edu.usc.softarch.arcade.clustering.acdc.data.Sortable, edu.usc.softarch.arcade.util.DirCleaner, edu.usc.softarch.arcade.util.MapUtil, edu.usc.softarch.util.EnhancedHashSet, ... (+5 more)
Configuration	configuration, clustering, command-line interface	3	configuration managementcommand-line interfacealgorithm selection	Config, edu.usc.softarch.arcade.clustering.ClusteringAlgorithmType, edu.usc.softarch.arcade.util.CLI
GraphAlgorithms	graph algorithms, clustering, data structures	5	graph data structuresgraph algorithms	BipartiteGraph, Vertex, edu.usc.softarch.arcade.clustering.acdc.data.Edge, edu.usc.softarch.arcade.clustering.acdc.data.Node, edu.usc.softarch.util.LabeledEdge
ArchitectureModel	architecture model, decision analysis	2	architecture representationdecision analysis	edu.usc.softarch.arcade.clustering.data.ReadOnlyArchitecture, edu.usc.softarch.arcade.facts.design.DecisionAnalyzer
ChangeTracking	change tracking	1	change tracking	edu.usc.softarch.arcade.facts.Change
DecisionTracking	decision tracking	1	decision tracking	edu.usc.softarch.arcade.facts.Decision
IssueTracking	issue tracking, version management, builder	13	issue managementversion controlexternal integrationJIRA integration	edu.usc.softarch.arcade.facts.VersionMap, edu.usc.softarch.arcade.facts.VersionTree, edu.usc.softarch.arcade.facts.design.VersionTreeGenerator, edu.usc.softarch.arcade.facts.issues.JiraImporter, edu.usc.softarch.arcade.facts.issues.handlers.CommitBuilder, edu.usc.softarch.arcade.facts.issues.handlers.GitLabRestHandler, ... (+7 more)
ArchitectureRecovery	architecture recovery	1	architecture recovery	edu.usc.softarch.arcade.facts.design.RecovArEngine
Serialization	serialization, graph, json	7	graph serializationJSON processing	edu.usc.softarch.arcade.functiongraph.StringEdge, edu.usc.softarch.arcade.functiongraph.StringTypedEdge, edu.usc.softarch.arcade.functiongraph.TypedEdgeGraph, edu.usc.softarch.arcade.util.statistic.C2C2CSV, edu.usc.softarch.util.json.EnhancedJsonGenerator, edu.usc.softarch.util.json.EnhancedJsonParser, ... (+1 more)
ErrorHandling	error handling, topic modeling	2	exception handling	edu.usc.softarch.arcade.topics.exceptions.DistributionSizeMismatchException, edu.usc.softarch.arcade.topics.exceptions.UnmatchingDocTopicItemsException
Statistics	statistics, analysis, metrics	2	statistical analysismetrics computation	edu.usc.softarch.arcade.util.CentralTendency, edu.usc.softarch.arcade.util.statistic.C2CAverageAnalyze
MatrixOperations	matrix operations, computation, validation	2	matrix computationdata validation	edu.usc.softarch.util.matrix.CellValueCalculator, edu.usc.softarch.util.matrix.CellValueValidator

Smells (5)

low SmellType.DEPENDENCY_CYCLE

Circular dependency among 2 components: Configuration <-> Utilities

Fix: Break the cycle by introducing an interface/abstraction that one component depends on, inverting the dependency direction. Consider the Dependency Inversion Principle (DIP).

Affects: Configuration, Utilities

medium SmellType.DEPENDENCY_CYCLE

Circular dependency among 3 components: ArchitectureModel <-> Clustering <-> IssueTracking

Fix: Break the cycle by introducing an interface/abstraction that one component depends on, inverting the dependency direction. Consider the Dependency Inversion Principle (DIP).

Affects: ArchitectureModel, Clustering, IssueTracking

high SmellType.CONCERN_OVERLOAD

The Clustering component contains 120 entities and mixes multiple unrelated concerns: clustering algorithms (ACDC, Clusterer), architectural smell detection (ArchSmellDetector, ConcernOverload, ScatteredParasiticFunctionality, DependencyCycle, LinkOverload), metrics computation (MoJo, MoJoCalculator), serialization criteria, format conversion (RsfToDot, RSFOutput), and graph pattern matching.

Why: This massive component violates the Single Responsibility Principle and creates a maintenance bottleneck. Changes to clustering algorithms could inadvertently affect smell detection or metrics computation. The component is difficult to understand, test in isolation, and reuse. New developers must comprehend 120 entities spanning disparate concerns to make safe changes.

Fix: Decompose into at least four components: (1) ClusteringAlgorithms - pure clustering logic (ACDC, Clusterer, ClusterMatcher), (2) SmellDetection - architectural smell detection and analysis (ArchSmellDetector, Smell types), (3) QualityMetrics - metrics computation (MoJo, MoJoCalculator), (4) FormatConversion - serialization and format transformation (RsfToDot, RSFOutput, TAInput). Move serialization criteria to the existing Serialization component.

Affects: Clustering

medium SmellType.SCATTERED_FUNCTIONALITY

Serialization functionality is scattered across two components: the Clustering component contains SerializationCriterion and ArchSizeFractionSerializationCriterion, while a dedicated Serialization component exists with graph and JSON serialization classes.

Why: This scattering makes it unclear where serialization logic belongs and forces developers to look in multiple places to understand or modify serialization behavior. It also creates unnecessary coupling between clustering algorithms and serialization concerns, making it harder to evolve either independently.

Fix: Consolidate all serialization-related classes into the Serialization component. Move SerializationCriterion and ArchSizeFractionSerializationCriterion from Clustering to Serialization. Update Clustering's responsibility description to remove 'serialization'.

Affects: Clustering, Serialization

medium SmellType.SCATTERED_FUNCTIONALITY

Matrix operation functionality is split between the Utilities component (StringMatrix, FastMatrix, Cell) and the MatrixOperations component (CellValueCalculator, CellValueValidator).

Why: This separation creates an artificial boundary where core matrix data structures live separately from matrix computation logic. Developers working with matrices must navigate two components, and the rationale for the split is unclear since both deal with matrix concerns. This increases cognitive load and makes it harder to maintain matrix-related functionality cohesively.

Fix: Consolidate all matrix-related classes into the MatrixOperations component. Move StringMatrix, FastMatrix, and Cell from Utilities to MatrixOperations. This creates a single, cohesive component responsible for all matrix data structures and operations.

Affects: Utilities, MatrixOperations

Dependency Summary

Package	Entities
`edu.usc.softarch.arcade.clustering.simmeasures`	13
`edu.usc.softarch.arcade.metrics.data`	9
`(default)`	8
`edu.usc.softarch.arcade.facts.dependencies`	8
`edu.usc.softarch.arcade.facts.design`	7
`edu.usc.softarch.arcade.metrics.decay`	7
`edu.usc.softarch.arcade.util`	7
`edu.usc.softarch.arcade.clustering.acdc.patterns`	6
`edu.usc.softarch.arcade.facts`	6
`edu.usc.softarch.arcade.topics`	6
`edu.usc.softarch.arcade.visualization.components`	6
`edu.usc.softarch.arcade.clustering`	5
`edu.usc.softarch.arcade.clustering.data`	5
`edu.usc.softarch.arcade.facts.issues.handlers`	5
`edu.usc.softarch.arcade.visualization.clustering`	5
`edu.usc.softarch.util`	5
`edu.usc.softarch.arcade.clustering.criteria.serialization`	4
`edu.usc.softarch.arcade.facts.issues`	4
`edu.usc.softarch.arcade.jira`	4
`edu.usc.softarch.arcade.metrics.evolution`	4
`edu.usc.softarch.util.matrix`	4
`edu.usc.softarch.arcade.clustering.acdc`	3
`edu.usc.softarch.arcade.clustering.acdc.data`	3
`edu.usc.softarch.arcade.clustering.criteria.stopping`	3
`edu.usc.softarch.arcade.facts.smells`	3
`edu.usc.softarch.arcade.functiongraph`	3
`edu.usc.softarch.arcade.metrics`	3
`edu.usc.softarch.util.json`	3
`edu.usc.softarch.arcade.antipattern`	2
`edu.usc.softarch.arcade.antipattern.detection`	2
`edu.usc.softarch.arcade.antipattern.detection.concern`	2
`edu.usc.softarch.arcade.antipattern.detection.dependency`	2
`edu.usc.softarch.arcade.antipattern.detection.interfacebased`	2
`edu.usc.softarch.arcade.clustering.criteria`	2
`edu.usc.softarch.arcade.topics.exceptions`	2
`edu.usc.softarch.arcade.util.statistic`	2
`edu.usc.softarch.arcade.visualization`	2
`edu.usc.softarch.arcade.visualization.topics`	2
`edu.usc.softarch.arcade.antipattern.detection.coupling`	1

Algorithm Comparison

Metrics Comparison

PKG — 13 components

Components

Smells (7)

ACDC — 27 components

Components

Smells (3)

ARC — 13 components

Components

Smells (5)

Dependency Summary

Component	Responsibility	#	Concerns	Entities
Data	ACDC cluster around edu.usc.softarch.arcade.clustering.data.Cluster	73	clustering algorithmsarchitecture representationsimilarity measurementclustering metrics	MoJoCalculator, edu.usc.softarch.arcade.clustering.Clusterer, edu.usc.softarch.arcade.clustering.ClusteringAlgorithmType, edu.usc.softarch.arcade.clustering.Pkg, edu.usc.softarch.arcade.clustering.criteria.SerializationCriterion, edu.usc.softarch.arcade.clustering.criteria.StoppingCriterion, ... (+67 more)
Data2	ACDC cluster around edu.usc.softarch.arcade.clustering.data.ReadOnlyArchitecture	22	smell detectionchange analysissystem data managementarchitecture visualization	edu.usc.softarch.arcade.antipattern.detection.ArchSmellDetector, edu.usc.softarch.arcade.antipattern.detection.concern.ConcernOverload, edu.usc.softarch.arcade.antipattern.detection.concern.ScatteredParasiticFunctionality, edu.usc.softarch.arcade.antipattern.detection.dependency.DependencyCycle, edu.usc.softarch.arcade.antipattern.detection.dependency.LinkOverload, edu.usc.softarch.arcade.clustering.RsfToDot, ... (+16 more)
Util	ACDC cluster around edu.usc.softarch.arcade.util.FileUtil	15	file operationsissue tracking integrationversion control analysisexternal API integration	edu.usc.softarch.arcade.antipattern.detection.SmellToIssuesCorrelation, edu.usc.softarch.arcade.facts.VersionMap, edu.usc.softarch.arcade.facts.dependencies.CSourceToDepsBuilder, edu.usc.softarch.arcade.facts.design.RecovArEngine, edu.usc.softarch.arcade.facts.design.VersionTreeGenerator, edu.usc.softarch.arcade.facts.issues.JiraImporter, ... (+9 more)
Data3	ACDC cluster around edu.usc.softarch.arcade.clustering.acdc.data.Node	11	ACDC algorithmgraph structurecluster formationorphan handling	edu.usc.softarch.arcade.antipattern.detection.interfacebased.DependencyFinderProcessing, edu.usc.softarch.arcade.clustering.acdc.ACDC, edu.usc.softarch.arcade.clustering.acdc.RSFOutput, edu.usc.softarch.arcade.clustering.acdc.TAInput, edu.usc.softarch.arcade.clustering.acdc.data.Edge, edu.usc.softarch.arcade.clustering.acdc.data.Node, ... (+5 more)
Facts	ACDC cluster around edu.usc.softarch.arcade.facts.DependencyGraph	5	dependency graph constructionsource parsingfeature extractionformat conversion	edu.usc.softarch.arcade.clustering.data.FeatureVectors, edu.usc.softarch.arcade.facts.DependencyGraph, edu.usc.softarch.arcade.facts.dependencies.JavaSourceToDepsBuilder, edu.usc.softarch.arcade.facts.dependencies.OdemToRsf, edu.usc.softarch.arcade.facts.dependencies.SourceToDepsBuilder
Vertex	ACDC cluster around Vertex	5	graph representationMoJo calculationconfiguration management	BipartiteGraph, Cluster, Config, MoJo, Vertex
Issues	ACDC cluster around edu.usc.softarch.arcade.facts.issues.IssueRecord	4	issue trackingdecision analysisJira integrationXML parsing	edu.usc.softarch.arcade.facts.design.DecisionAnalyzer, edu.usc.softarch.arcade.facts.issues.IssueRecord, edu.usc.softarch.arcade.facts.issues.handlers.IssueRecordBuilder, edu.usc.softarch.arcade.facts.issues.handlers.JiraXmlHandler
Dependencies	ACDC cluster around edu.usc.softarch.arcade.facts.dependencies.ODEMReader	3	dependency extractionformat conversionexternal tool integration	edu.usc.softarch.arcade.facts.DependencyGraph, edu.usc.softarch.arcade.facts.dependencies.ODEMReader, edu.usc.softarch.arcade.facts.dependencies.UnderstandCsvToRsf
Util2	ACDC cluster around edu.usc.softarch.arcade.util.CLI	3	command-line interfacecluster matchingcode analysis integration	edu.usc.softarch.arcade.antipattern.detection.coupling.CodeMaatHelper, edu.usc.softarch.arcade.clustering.ClusterMatcher, edu.usc.softarch.arcade.util.CLI
Facts2	ACDC cluster around edu.usc.softarch.arcade.facts.Change	3	change trackingdecision modelingversion management	edu.usc.softarch.arcade.facts.Change, edu.usc.softarch.arcade.facts.Decision, edu.usc.softarch.arcade.facts.VersionTree
Functiongraph	ACDC cluster around edu.usc.softarch.arcade.functiongraph.StringEdge	2	function graph representationtyped edges	edu.usc.softarch.arcade.functiongraph.StringEdge, edu.usc.softarch.arcade.functiongraph.StringTypedEdge
Issues2	ACDC cluster around edu.usc.softarch.arcade.facts.issues.IssueComment	2	issue commentingcomment data modeling	edu.usc.softarch.arcade.facts.issues.IssueComment, edu.usc.softarch.arcade.facts.issues.handlers.IssueCommentBuilder
Issues3	ACDC cluster around edu.usc.softarch.arcade.facts.issues.Commit	2	commit trackingversion control data	edu.usc.softarch.arcade.facts.issues.Commit, edu.usc.softarch.arcade.facts.issues.handlers.CommitBuilder
StringUtil	ACDC cluster around StringUtil	2	string utilitiessmell-to-issue correlation	MergeInterfaceBasedSmell2Issues, StringUtil
Patterns	ACDC cluster around edu.usc.softarch.arcade.clustering.acdc.patterns.Pattern	2	pattern detectionversion modeling	edu.usc.softarch.arcade.clustering.acdc.patterns.Pattern, edu.usc.softarch.arcade.util.Version
Antipattern	ACDC cluster around edu.usc.softarch.arcade.antipattern.Smell	2	antipattern detectionsmell collection management	edu.usc.softarch.arcade.antipattern.Smell, edu.usc.softarch.arcade.antipattern.SmellCollection
Dependencies2	ACDC cluster around edu.usc.softarch.arcade.facts.dependencies.MakeDepReader	2	Makefile parsingRSF format reading	edu.usc.softarch.arcade.facts.dependencies.MakeDepReader, edu.usc.softarch.arcade.facts.dependencies.RsfReader
Design	ACDC cluster around edu.usc.softarch.arcade.facts.design.CodeElementDecision	2	design decisionsdecision ranking	edu.usc.softarch.arcade.facts.design.CodeElementDecision, edu.usc.softarch.arcade.facts.design.DecisionRankingEngine
Jira	ACDC cluster around edu.usc.softarch.arcade.jira.JiraClientExample	2	Jira API integrationissue tracking examples	edu.usc.softarch.arcade.jira.JiraClientExample, edu.usc.softarch.arcade.jira.JiraClientPrototype
Statistic	ACDC cluster around edu.usc.softarch.arcade.util.statistic.C2C2CSV	2	statistical analysisCSV export	edu.usc.softarch.arcade.util.statistic.C2C2CSV, edu.usc.softarch.arcade.util.statistic.C2CAverageAnalyze
Util3	ACDC cluster around edu.usc.softarch.util.Terminal	1	terminal operations	edu.usc.softarch.util.Terminal
Interfacebased	ACDC cluster around edu.usc.softarch.arcade.antipattern.detection.interfacebased.StringMatrix	1	matrix operationsinterface-based detection	edu.usc.softarch.arcade.antipattern.detection.interfacebased.StringMatrix
Data4	ACDC cluster around edu.usc.softarch.arcade.clustering.acdc.data.Sortable	1	sorting operations	edu.usc.softarch.arcade.clustering.acdc.data.Sortable
Topics	ACDC cluster around edu.usc.softarch.arcade.topics.TopicCompositionParser	1	topic modelingcomposition parsing	edu.usc.softarch.arcade.topics.TopicCompositionParser
Util4	ACDC cluster around edu.usc.softarch.arcade.util.DirCleaner	1	directory cleanup	edu.usc.softarch.arcade.util.DirCleaner
Visualization	ACDC cluster around edu.usc.softarch.arcade.visualization.ArchitectureTableModel	1	UI data modelingarchitecture visualization	edu.usc.softarch.arcade.visualization.ArchitectureTableModel
Clustering	ACDC cluster around edu.usc.softarch.arcade.visualization.clustering.ArchitectureViewer	1	cluster visualizationinteractive viewing	edu.usc.softarch.arcade.visualization.clustering.ArchitectureViewer