repository_mining

TODO

• SpotBugs

Tools

Tool	Description	Implemented?
Spotbugs	SpotBugs is a program which uses static analysis to look for bugs in Java code.	No
DesigniteJava	DesigniteJava is a code quality assessment tool for code written in Java.	Yes
Checkstyle	Checkstyle is a development tool to help programmers write Java code that adheres to a coding standard.	Yes
CK	CK calculates class-level and metric-level code metrics in Java projects by means of static analysis (i.e. no need for compiled code).	Yes
AwesomeStaticAnalysis	This is a collection of static analysis tools and code quality checkers	No
Coming	Coming is a tool for mining git repositories	No
Organic	This project is an Eclipse plugin that aims to collect code smells from Java projects using only command line tools.	Yes
TSE2015TDIdentification	Npl tool to mine closed sequential patterns	No
SourceMonitor	The freeware program SourceMonitor lets you see inside your software source code to find out how much code you have and to identify the relative complexity of your modules.	Yes
ConcernReCS	ConcernReCS is an Eclipse plug-in written to find Aspectization Code Smells, i.e., scenarios in source code that can lead to aspectization mistakes.)	No
Sonarqube	Thousands of automated Static Code Analysis rules.	No
Halstead	The tool detects commented code using heuristics based on usage of Halstead code metrics	Yes
gorgeous_metrics	MOOD Metrics	Yes
JaSoMe	Jasome (JAH-suhm, rhymes with awesome) is a source code analyzer that mines internal quality metrics from projects based on source code alone	Yes

Metrics

Categories

Product Metrics

• CK

  • WMC - Weighted Method Count
  • DIT - Depth of Inheritance Tree
  • RFC - Response For Class
  • NOC - Number of Children
  • CBO - Coupling Between Objects
  • LCOM - Lack of Cohesion in Methods

• OO

  • FanIn - Number of other classes that reference the class
  • FanOut - Number of other classes referenced by the class
  • NOA - Number Of Attributes
  • NOPA - Number of Public Attributes
  • NOPRA - Number of Private Attributes
  • NOAI - Number of Attributes Inherited
  • LOC - Number of Lines of Code
  • NOM - Number of Methods
  • NOPM - Number of Public Methods
  • NOPRM - Number of Private Methods
  • NOMI - Number of Methods Inherited
  • Ca - Afferent Couplings
  • Ce - Efferent Couplings

• McCabe

  • Maximum Cabe's Cyclomatic Complexity
  • Average Cane's Cyclomatic Complexity

Process Metrics

Entropy

Method Granularity

metrics
Anonymous_inner_class_length
Boolean_expression_complexity
CC
Class_Data_Abstraction_Coupling
Class_Fan-Out_Complexity
Cyclomatic_Complexity
Executable_statement_count
File_length
LOC
Method_length
NCSS_for_this_class
NCSS_for_this_file
NCSS_for_this_method
NPath_Complexity
Nested_for_depth
Nested_if-else_depth
Nested_try_depth
Number_of_package_methods
Number_of_private_methods
Number_of_protected_methods
Number_of_public_methods
PC
Return_count
Throws_count
Total_number_of_methods
anonymousClassesQty
assignmentsQty
cbo
comparisonsQty
constructor
innerClassesQty
lambdasQty
loc
logStatementsQty
loopQty
mathOperationsQty
maxNestedBlocks
modifiers
numbersQty
parameters
parenthesizedExpsQty
returns
rfc
stringLiteralsQty
tryCatchQty
uniqueWordsQty
variables
wmc

WMC + Smells Designite vs Fowler

Metrics

category	subcategory	metric	description	implemented	tool
product	CK	WMC	Weighted Method Count	✅
product	CK	DIT	Depth of Inheritance Tree	✅
product	CK	RFC	Response For Class	✅
product	CK	NOC	Number of Children	✅
product	CK	CBO	Coupling Between Objects	✅
product	CK	LCOM	Lack of Cohesion in Methods	✅
product	OO	FanIn	Number of other classes that reference the class	✅
product	OO	FanOut	Number of other classes referenced by the class	✅
product	OO	NOA	Number Of Attributes	❌
product	OO	NOPA	Number of Public Attributes	❌
product	OO	NOPRA	Number of Private Attributes	❌
product	OO	NOAI	Number of Attributes Inherited	❌
product	OO	LOC	Number of Lines of Code	✅
product	OO	NOM	Number of Methods	✅
product	OO	NOPM	Number of Public Methods	✅
product	OO	NOPRM	Number of Private Methods	✅
product	OO	NOMI	Number of Methods Inherited	✅
product	OO	Ca	Afferent Couplings	❌
product	OO	Ce	Efferent Couplings	❌
product	McCabe	Max(CC)	Maximum Cabe's Cyclomatic Complexity	❌
product	McCabe	Avg(CC)	Average Cane's Cyclomatic Complexity	❌
process	Moser	REVISION	Number of revisions of a file	❌
process	Moser	REFACTORINGS	Number of times a file has been refactored	❌
process	Moser	BUGFIXES	Number of times a file was involved in bug-fixing	❌
process	Moser	AUTHORS	Number of distinct authors that checked a file into the repository	❌
process	Moser	LOC_ADDED	Sum over all revisions of the lines of code added to a file	❌
process	Moser	MAX_LOC_ADDED	Maximum number of lines of code added for all revisions	❌
process	Moser	AVE_LOC_ADDED	Average lines of code added per revision	❌
process	Moser	LOC_DELETED	Sum over all revisions of the lines of code deleted from a file	❌
process	Moser	MAX_LOC_DELETED	Maximum number of lines of code deleted for all revisions	❌
process	Moser	AVE_LOC_DELETED	Average lines of code deleted per revision	❌
process	Moser	CODECHURN	Sum of (added lines of code – deleted lines of code) over all revisions Maximum CODECHURN for all revisions	❌
process	Moser	MAX_CODECHURN	Maximum CODECHURN for all revisions	❌
process	Moser	AVE_CODECHURN	Average CODECHURN per revision	❌
process	Moser	MAX_CHANGESET	Maximum number of files committed together to the repository	❌
process	Moser	AVE_CHANGESET	Average number of files committed together to the repository	❌
process	Moser	AGE WEIGHTED_AGE	Age of a file in weeks (counting backwards from a specific release) See equation (1)	❌