SlideShare a Scribd company logo
1 of 39
Download to read offline
Renraku
The One Static Analysis Model
to Rule Them All
Yuriy Tymchuk
SCG @ Unibe
Mohammad Ghafari
Oscar Nierstrasz
SmallLint
Refactoring Browser
Maintenance Tools
Have to be Maintained
Usage Contracts Hapao
Code BrowsingStack Traces
SmallLint Tools
Refactoring Browser CriticBrowser
Development Tools
Code Browser Versioning System Issue Tracker
Issue Integration
Smart Test
Calypso
Message Browser
Debugger
RENRAKU
Renraku Trinity
Critique
TargetRule
of
has
by
produces 11
0..*0..*
validates
Renraku UML Subset
title()
icon()
Property
act(property, target)
description
icon
action
PropertyAction
0..*
actions
description()
ban()
tinyHint
Critique
checksClass()
checksMethod()
checksPackage()
checksNode()
name()
rationale()
group()
severity()
checkTarget(target)
AbstractRule
interval()
SourceAnchor Object
interval()
StringMatchSourceAnchor
stringToSearch
interval()
IntervalSourceAnchor
interval
checksNode()
NodeBasedRule
refactoryChange()
TransformationCritique
refactoryChange()
tinyHint()
selector
class
source
MissingMethodCritique
refactoryChange()
oldNode
newNode
NodeReplace
title()
description()
formerMessage
laterMessage
InvocationOrderCritique
checkTarget(target)
NodeMatchRule
checkTarget(target)
NodeTransformRule
checksMethod()
checkTarget(target)
CollectionCopyEmptyRule
sourceAnchor
1
entity
1
rule
1
Renraku UML Subset
title()
icon()
Property
act(property, target)
description
icon
action
PropertyAction
0..*
actions
description()
ban()
tinyHint
Critique
checksClass()
checksMethod()
checksPackage()
checksNode()
name()
rationale()
group()
severity()
checkTarget(target)
AbstractRule
interval()
SourceAnchor Object
interval()
StringMatchSourceAnchor
stringToSearch
interval()
IntervalSourceAnchor
interval
checksNode()
NodeBasedRule
refactoryChange()
TransformationCritique
refactoryChange()
tinyHint()
selector
class
source
MissingMethodCritique
refactoryChange()
oldNode
newNode
NodeReplace
title()
description()
formerMessage
laterMessage
InvocationOrderCritique
checkTarget(target)
NodeMatchRule
checkTarget(target)
NodeTransformRule
checksMethod()
checkTarget(target)
CollectionCopyEmptyRule
sourceAnchor
1
entity
1
rule
1
The Rule
checksPackage
checksClass
checksMethod
checksNode
Interest
(class side)
Information
name
severity
rationale
(class comment)
group
Validation
check: anEntity forCritiquesDo: aBlock
Validation Example
Match Rule Example
Invocation Order Rule Example
Renraku UML Subset
title()
icon()
Property
act(property, target)
description
icon
action
PropertyAction
0..*
actions
description()
ban()
tinyHint
Critique
checksClass()
checksMethod()
checksPackage()
checksNode()
name()
rationale()
group()
severity()
checkTarget(target)
AbstractRule
interval()
SourceAnchor Object
interval()
StringMatchSourceAnchor
stringToSearch
interval()
IntervalSourceAnchor
interval
checksNode()
NodeBasedRule
refactoryChange()
TransformationCritique
refactoryChange()
tinyHint()
selector
class
source
MissingMethodCritique
refactoryChange()
oldNode
newNode
NodeReplace
title()
description()
formerMessage
laterMessage
InvocationOrderCritique
checkTarget(target)
NodeMatchRule
checkTarget(target)
NodeTransformRule
checksMethod()
checkTarget(target)
CollectionCopyEmptyRule
sourceAnchor
1
entity
1
rule
1
Property
title()
icon()
Property
act(property, target)
description
icon
action
PropertyAction
0..*
actions
description()
ban()
tinyHint
Critique
checksClass()
checksMethod()
checksPackage()
checksNode()
name()
rationale()
group()
severity()
checkTarget(target)
AbstractRule
interval()
SourceAnchor Object
interval()
StringMatchSourceAnchor
stringToSearch
interval()
IntervalSourceAnchor
interval
checksNode()
NodeBasedRule
refactoryChange()
TransformationCritique
refactoryChange()
tinyHint()
selector
class
source
MissingMethodCritique
refactoryChange()
oldNode
newNode
NodeReplace
title()
description()
formerMessage
laterMessage
InvocationOrderCritique
checkTarget(target)
NodeMatchRule
checkTarget(target)
NodeTransformRule
checksMethod()
checkTarget(target)
CollectionCopyEmptyRule
sourceAnchor
1
entity
1
rule
1
Target
Rule
title()
icon()
actions()
target
Property
description()
ban()
tinyHint
rule
Critique
refactoryChange()
TransformationCritique
package
DependencyCritique
noteText
Note
url
IssueTrackerEntry
Open in web browserEdit note
View description
Ban critique
Automatically resolve Open dependency browser
— critique’s
action
Property Exemplified
Property Exemplified
Icon
Property Exemplified
Icon Title
Property Exemplified
Icon Title
Actions
Renraku UML Subset
title()
icon()
Property
act(property, target)
description
icon
action
PropertyAction
0..*
actions
description()
ban()
tinyHint
Critique
checksClass()
checksMethod()
checksPackage()
checksNode()
name()
rationale()
group()
severity()
checkTarget(target)
AbstractRule
interval()
SourceAnchor Object
interval()
StringMatchSourceAnchor
stringToSearch
interval()
IntervalSourceAnchor
interval
checksNode()
NodeBasedRule
refactoryChange()
TransformationCritique
refactoryChange()
tinyHint()
selector
class
source
MissingMethodCritique
refactoryChange()
oldNode
newNode
NodeReplace
title()
description()
formerMessage
laterMessage
InvocationOrderCritique
checkTarget(target)
NodeMatchRule
checkTarget(target)
NodeTransformRule
checksMethod()
checkTarget(target)
CollectionCopyEmptyRule
sourceAnchor
1
entity
1
rule
1
Renraku UML Subset
title()
icon()
Property
act(property, target)
description
icon
action
PropertyAction
0..*
actions
description()
ban()
tinyHint
Critique
checksClass()
checksMethod()
checksPackage()
checksNode()
name()
rationale()
group()
severity()
checkTarget(target)
AbstractRule
interval()
SourceAnchor Object
interval()
StringMatchSourceAnchor
stringToSearch
interval()
IntervalSourceAnchor
interval
checksNode()
NodeBasedRule
refactoryChange()
TransformationCritique
refactoryChange()
tinyHint()
selector
class
source
MissingMethodCritique
refactoryChange()
oldNode
newNode
NodeReplace
title()
description()
formerMessage
laterMessage
InvocationOrderCritique
checkTarget(target)
NodeMatchRule
checkTarget(target)
NodeTransformRule
checksMethod()
checkTarget(target)
CollectionCopyEmptyRule
sourceAnchor
1
entity
1
rule
1
Renraku UML Subset
interval()
SourceAnchor Object
interval()
StringMatchSourceAnchor
stringToSearch
interval()
IntervalSourceAnchor
interval
title()
formerMessage
laterMessage
InvocationOrderCritique
sourceAnchor
1
entity
1
Demo
The Issues
Interests
checksMethod
^ true
interest
^ CompildeMethod
Interests
checksNode
^ true
interest
^ RBMessageNode
checkNode: aNode
node isMessage…
Tools
critiques externalProperties
Routing
Routing
RENRAKU
Routing
RENRAKU
Routing
RENRAKURENRAKU
Renraku
Renraku
Incremental Rules
Renraku
Incremental Rules Incremental Tools
Renraku
Incremental Rules Incremental Tools Custom Analysis
Renraku
The One Static Analysis Model
to Rule Them All
Object AnalysisIncremental Rules Incremental Tools
Yuriy Tymchuk Mohammad Ghafari Oscar Nierstrasz
Software Composition Group @ University of Bern

More Related Content

What's hot

0box Analyzer--Afterdark Runtime Forensics for Automated Malware Analysis and...
0box Analyzer--Afterdark Runtime Forensics for Automated Malware Analysis and...0box Analyzer--Afterdark Runtime Forensics for Automated Malware Analysis and...
0box Analyzer--Afterdark Runtime Forensics for Automated Malware Analysis and...Wayne Huang
 
Mastering Mock Objects - Advanced Unit Testing for Java
Mastering Mock Objects - Advanced Unit Testing for JavaMastering Mock Objects - Advanced Unit Testing for Java
Mastering Mock Objects - Advanced Unit Testing for JavaDenilson Nastacio
 
Introduction to Software Testing
Introduction to Software TestingIntroduction to Software Testing
Introduction to Software TestingSergio Arroyo
 
JUnit & Mockito, first steps
JUnit & Mockito, first stepsJUnit & Mockito, first steps
JUnit & Mockito, first stepsRenato Primavera
 
201913046 wahyu septiansyah network programing
201913046 wahyu septiansyah network programing201913046 wahyu septiansyah network programing
201913046 wahyu septiansyah network programingwahyuseptiansyah
 
#codemotion2016: Everything you should know about testing to go with @pedro_g...
#codemotion2016: Everything you should know about testing to go with @pedro_g...#codemotion2016: Everything you should know about testing to go with @pedro_g...
#codemotion2016: Everything you should know about testing to go with @pedro_g...Sergio Arroyo
 
Some testing - Everything you should know about testing to go with @pedro_g_s...
Some testing - Everything you should know about testing to go with @pedro_g_s...Some testing - Everything you should know about testing to go with @pedro_g_s...
Some testing - Everything you should know about testing to go with @pedro_g_s...Sergio Arroyo
 
15 tips to improve your unit tests (Droidcon Berlin 2016 Barcamp)
15 tips to improve your unit tests (Droidcon Berlin 2016 Barcamp)15 tips to improve your unit tests (Droidcon Berlin 2016 Barcamp)
15 tips to improve your unit tests (Droidcon Berlin 2016 Barcamp)Danny Preussler
 
An introduction to Google test framework
An introduction to Google test frameworkAn introduction to Google test framework
An introduction to Google test frameworkAbner Chih Yi Huang
 
2012 JDays Bad Tests Good Tests
2012 JDays Bad Tests Good Tests2012 JDays Bad Tests Good Tests
2012 JDays Bad Tests Good TestsTomek Kaczanowski
 
33rd Degree 2013, Bad Tests, Good Tests
33rd Degree 2013, Bad Tests, Good Tests33rd Degree 2013, Bad Tests, Good Tests
33rd Degree 2013, Bad Tests, Good TestsTomek Kaczanowski
 
More topics on Java
More topics on JavaMore topics on Java
More topics on JavaAhmed Misbah
 
Mocking in Java with Mockito
Mocking in Java with MockitoMocking in Java with Mockito
Mocking in Java with MockitoRichard Paul
 

What's hot (20)

0box Analyzer--Afterdark Runtime Forensics for Automated Malware Analysis and...
0box Analyzer--Afterdark Runtime Forensics for Automated Malware Analysis and...0box Analyzer--Afterdark Runtime Forensics for Automated Malware Analysis and...
0box Analyzer--Afterdark Runtime Forensics for Automated Malware Analysis and...
 
Mastering Mock Objects - Advanced Unit Testing for Java
Mastering Mock Objects - Advanced Unit Testing for JavaMastering Mock Objects - Advanced Unit Testing for Java
Mastering Mock Objects - Advanced Unit Testing for Java
 
Byte code field report
Byte code field reportByte code field report
Byte code field report
 
JUnit 5
JUnit 5JUnit 5
JUnit 5
 
JUnit Pioneer
JUnit PioneerJUnit Pioneer
JUnit Pioneer
 
Introduction to Software Testing
Introduction to Software TestingIntroduction to Software Testing
Introduction to Software Testing
 
JUnit & Mockito, first steps
JUnit & Mockito, first stepsJUnit & Mockito, first steps
JUnit & Mockito, first steps
 
201913046 wahyu septiansyah network programing
201913046 wahyu septiansyah network programing201913046 wahyu septiansyah network programing
201913046 wahyu septiansyah network programing
 
#codemotion2016: Everything you should know about testing to go with @pedro_g...
#codemotion2016: Everything you should know about testing to go with @pedro_g...#codemotion2016: Everything you should know about testing to go with @pedro_g...
#codemotion2016: Everything you should know about testing to go with @pedro_g...
 
Some testing - Everything you should know about testing to go with @pedro_g_s...
Some testing - Everything you should know about testing to go with @pedro_g_s...Some testing - Everything you should know about testing to go with @pedro_g_s...
Some testing - Everything you should know about testing to go with @pedro_g_s...
 
15 tips to improve your unit tests (Droidcon Berlin 2016 Barcamp)
15 tips to improve your unit tests (Droidcon Berlin 2016 Barcamp)15 tips to improve your unit tests (Droidcon Berlin 2016 Barcamp)
15 tips to improve your unit tests (Droidcon Berlin 2016 Barcamp)
 
JUnit
JUnitJUnit
JUnit
 
An introduction to Google test framework
An introduction to Google test frameworkAn introduction to Google test framework
An introduction to Google test framework
 
2012 JDays Bad Tests Good Tests
2012 JDays Bad Tests Good Tests2012 JDays Bad Tests Good Tests
2012 JDays Bad Tests Good Tests
 
33rd Degree 2013, Bad Tests, Good Tests
33rd Degree 2013, Bad Tests, Good Tests33rd Degree 2013, Bad Tests, Good Tests
33rd Degree 2013, Bad Tests, Good Tests
 
More topics on Java
More topics on JavaMore topics on Java
More topics on Java
 
Mockito intro
Mockito introMockito intro
Mockito intro
 
Introduzione al TDD
Introduzione al TDDIntroduzione al TDD
Introduzione al TDD
 
Unit test-using-spock in Grails
Unit test-using-spock in GrailsUnit test-using-spock in Grails
Unit test-using-spock in Grails
 
Mocking in Java with Mockito
Mocking in Java with MockitoMocking in Java with Mockito
Mocking in Java with Mockito
 

Similar to Renraku - The One Static Analysis Model to Rule Them All

Eclipse Con 2015: Codan - a C/C++ Code Analysis Framework for CDT
Eclipse Con 2015: Codan - a C/C++ Code Analysis Framework for CDTEclipse Con 2015: Codan - a C/C++ Code Analysis Framework for CDT
Eclipse Con 2015: Codan - a C/C++ Code Analysis Framework for CDTElena Laskavaia
 
PHPcon Poland - Static Analysis of PHP Code – How the Heck did I write so man...
PHPcon Poland - Static Analysis of PHP Code – How the Heck did I write so man...PHPcon Poland - Static Analysis of PHP Code – How the Heck did I write so man...
PHPcon Poland - Static Analysis of PHP Code – How the Heck did I write so man...Rouven Weßling
 
Workshop 23: ReactJS, React & Redux testing
Workshop 23: ReactJS, React & Redux testingWorkshop 23: ReactJS, React & Redux testing
Workshop 23: ReactJS, React & Redux testingVisual Engineering
 
Grails unit testing
Grails unit testingGrails unit testing
Grails unit testingpleeps
 
Web UI test automation instruments
Web UI test automation instrumentsWeb UI test automation instruments
Web UI test automation instrumentsArtem Nagornyi
 
Drd secr final1_3
Drd secr final1_3Drd secr final1_3
Drd secr final1_3Devexperts
 
Dynamic data race detection in concurrent Java programs
Dynamic data race detection in concurrent Java programsDynamic data race detection in concurrent Java programs
Dynamic data race detection in concurrent Java programsDevexperts
 
Reactive, component 그리고 angular2
Reactive, component 그리고  angular2Reactive, component 그리고  angular2
Reactive, component 그리고 angular2Jeado Ko
 
LeakPair: Proactive Repairing of Leaks in Single Page Web Applications
LeakPair: Proactive Repairing of Leaks in Single Page Web ApplicationsLeakPair: Proactive Repairing of Leaks in Single Page Web Applications
LeakPair: Proactive Repairing of Leaks in Single Page Web ApplicationsDongsun Kim
 
NNUG Certification Presentation
NNUG Certification PresentationNNUG Certification Presentation
NNUG Certification PresentationNiall Merrigan
 
Forensic Memory Analysis of Android's Dalvik Virtual Machine
Forensic Memory Analysis of Android's Dalvik Virtual MachineForensic Memory Analysis of Android's Dalvik Virtual Machine
Forensic Memory Analysis of Android's Dalvik Virtual MachineSource Conference
 
Building Modern Apps using Android Architecture Components
Building Modern Apps using Android Architecture ComponentsBuilding Modern Apps using Android Architecture Components
Building Modern Apps using Android Architecture ComponentsHassan Abid
 
Lambda Chops - Recipes for Simpler, More Expressive Code
Lambda Chops - Recipes for Simpler, More Expressive CodeLambda Chops - Recipes for Simpler, More Expressive Code
Lambda Chops - Recipes for Simpler, More Expressive CodeIan Robertson
 
Tame Accidental Complexity with Ruby and MongoMapper
Tame Accidental Complexity with Ruby and MongoMapperTame Accidental Complexity with Ruby and MongoMapper
Tame Accidental Complexity with Ruby and MongoMapperGiordano Scalzo
 
Xp Day 080506 Unit Tests And Mocks
Xp Day 080506 Unit Tests And MocksXp Day 080506 Unit Tests And Mocks
Xp Day 080506 Unit Tests And Mocksguillaumecarre
 
Reducing Redundancies in Multi-Revision Code Analysis
Reducing Redundancies in Multi-Revision Code AnalysisReducing Redundancies in Multi-Revision Code Analysis
Reducing Redundancies in Multi-Revision Code AnalysisSebastiano Panichella
 
Java Performance Tuning
Java Performance TuningJava Performance Tuning
Java Performance TuningMinh Hoang
 
TDD and mock objects
TDD and mock objectsTDD and mock objects
TDD and mock objectsSteve Zhang
 

Similar to Renraku - The One Static Analysis Model to Rule Them All (20)

Eclipse Con 2015: Codan - a C/C++ Code Analysis Framework for CDT
Eclipse Con 2015: Codan - a C/C++ Code Analysis Framework for CDTEclipse Con 2015: Codan - a C/C++ Code Analysis Framework for CDT
Eclipse Con 2015: Codan - a C/C++ Code Analysis Framework for CDT
 
PHPcon Poland - Static Analysis of PHP Code – How the Heck did I write so man...
PHPcon Poland - Static Analysis of PHP Code – How the Heck did I write so man...PHPcon Poland - Static Analysis of PHP Code – How the Heck did I write so man...
PHPcon Poland - Static Analysis of PHP Code – How the Heck did I write so man...
 
Workshop 23: ReactJS, React & Redux testing
Workshop 23: ReactJS, React & Redux testingWorkshop 23: ReactJS, React & Redux testing
Workshop 23: ReactJS, React & Redux testing
 
Grails unit testing
Grails unit testingGrails unit testing
Grails unit testing
 
Web UI test automation instruments
Web UI test automation instrumentsWeb UI test automation instruments
Web UI test automation instruments
 
Struts2 - 101
Struts2 - 101Struts2 - 101
Struts2 - 101
 
Drd secr final1_3
Drd secr final1_3Drd secr final1_3
Drd secr final1_3
 
Dynamic data race detection in concurrent Java programs
Dynamic data race detection in concurrent Java programsDynamic data race detection in concurrent Java programs
Dynamic data race detection in concurrent Java programs
 
Reactive, component 그리고 angular2
Reactive, component 그리고  angular2Reactive, component 그리고  angular2
Reactive, component 그리고 angular2
 
LeakPair: Proactive Repairing of Leaks in Single Page Web Applications
LeakPair: Proactive Repairing of Leaks in Single Page Web ApplicationsLeakPair: Proactive Repairing of Leaks in Single Page Web Applications
LeakPair: Proactive Repairing of Leaks in Single Page Web Applications
 
NNUG Certification Presentation
NNUG Certification PresentationNNUG Certification Presentation
NNUG Certification Presentation
 
Forensic Memory Analysis of Android's Dalvik Virtual Machine
Forensic Memory Analysis of Android's Dalvik Virtual MachineForensic Memory Analysis of Android's Dalvik Virtual Machine
Forensic Memory Analysis of Android's Dalvik Virtual Machine
 
Maf3 - Part 1
Maf3 - Part 1Maf3 - Part 1
Maf3 - Part 1
 
Building Modern Apps using Android Architecture Components
Building Modern Apps using Android Architecture ComponentsBuilding Modern Apps using Android Architecture Components
Building Modern Apps using Android Architecture Components
 
Lambda Chops - Recipes for Simpler, More Expressive Code
Lambda Chops - Recipes for Simpler, More Expressive CodeLambda Chops - Recipes for Simpler, More Expressive Code
Lambda Chops - Recipes for Simpler, More Expressive Code
 
Tame Accidental Complexity with Ruby and MongoMapper
Tame Accidental Complexity with Ruby and MongoMapperTame Accidental Complexity with Ruby and MongoMapper
Tame Accidental Complexity with Ruby and MongoMapper
 
Xp Day 080506 Unit Tests And Mocks
Xp Day 080506 Unit Tests And MocksXp Day 080506 Unit Tests And Mocks
Xp Day 080506 Unit Tests And Mocks
 
Reducing Redundancies in Multi-Revision Code Analysis
Reducing Redundancies in Multi-Revision Code AnalysisReducing Redundancies in Multi-Revision Code Analysis
Reducing Redundancies in Multi-Revision Code Analysis
 
Java Performance Tuning
Java Performance TuningJava Performance Tuning
Java Performance Tuning
 
TDD and mock objects
TDD and mock objectsTDD and mock objects
TDD and mock objects
 

More from ESUG

Workshop: Identifying concept inventories in agile programming
Workshop: Identifying concept inventories in agile programmingWorkshop: Identifying concept inventories in agile programming
Workshop: Identifying concept inventories in agile programmingESUG
 
Technical documentation support in Pharo
Technical documentation support in PharoTechnical documentation support in Pharo
Technical documentation support in PharoESUG
 
The Pharo Debugger and Debugging tools: Advances and Roadmap
The Pharo Debugger and Debugging tools: Advances and RoadmapThe Pharo Debugger and Debugging tools: Advances and Roadmap
The Pharo Debugger and Debugging tools: Advances and RoadmapESUG
 
Sequence: Pipeline modelling in Pharo
Sequence: Pipeline modelling in PharoSequence: Pipeline modelling in Pharo
Sequence: Pipeline modelling in PharoESUG
 
Migration process from monolithic to micro frontend architecture in mobile ap...
Migration process from monolithic to micro frontend architecture in mobile ap...Migration process from monolithic to micro frontend architecture in mobile ap...
Migration process from monolithic to micro frontend architecture in mobile ap...ESUG
 
Analyzing Dart Language with Pharo: Report and early results
Analyzing Dart Language with Pharo: Report and early resultsAnalyzing Dart Language with Pharo: Report and early results
Analyzing Dart Language with Pharo: Report and early resultsESUG
 
Transpiling Pharo Classes to JS ECMAScript 5 versus ECMAScript 6
Transpiling Pharo Classes to JS ECMAScript 5 versus ECMAScript 6Transpiling Pharo Classes to JS ECMAScript 5 versus ECMAScript 6
Transpiling Pharo Classes to JS ECMAScript 5 versus ECMAScript 6ESUG
 
A Unit Test Metamodel for Test Generation
A Unit Test Metamodel for Test GenerationA Unit Test Metamodel for Test Generation
A Unit Test Metamodel for Test GenerationESUG
 
Creating Unit Tests Using Genetic Programming
Creating Unit Tests Using Genetic ProgrammingCreating Unit Tests Using Genetic Programming
Creating Unit Tests Using Genetic ProgrammingESUG
 
Threaded-Execution and CPS Provide Smooth Switching Between Execution Modes
Threaded-Execution and CPS Provide Smooth Switching Between Execution ModesThreaded-Execution and CPS Provide Smooth Switching Between Execution Modes
Threaded-Execution and CPS Provide Smooth Switching Between Execution ModesESUG
 
Exploring GitHub Actions through EGAD: An Experience Report
Exploring GitHub Actions through EGAD: An Experience ReportExploring GitHub Actions through EGAD: An Experience Report
Exploring GitHub Actions through EGAD: An Experience ReportESUG
 
Pharo: a reflective language A first systematic analysis of reflective APIs
Pharo: a reflective language A first systematic analysis of reflective APIsPharo: a reflective language A first systematic analysis of reflective APIs
Pharo: a reflective language A first systematic analysis of reflective APIsESUG
 
Garbage Collector Tuning
Garbage Collector TuningGarbage Collector Tuning
Garbage Collector TuningESUG
 
Improving Performance Through Object Lifetime Profiling: the DataFrame Case
Improving Performance Through Object Lifetime Profiling: the DataFrame CaseImproving Performance Through Object Lifetime Profiling: the DataFrame Case
Improving Performance Through Object Lifetime Profiling: the DataFrame CaseESUG
 
Pharo DataFrame: Past, Present, and Future
Pharo DataFrame: Past, Present, and FuturePharo DataFrame: Past, Present, and Future
Pharo DataFrame: Past, Present, and FutureESUG
 
thisContext in the Debugger
thisContext in the DebuggerthisContext in the Debugger
thisContext in the DebuggerESUG
 
Websockets for Fencing Score
Websockets for Fencing ScoreWebsockets for Fencing Score
Websockets for Fencing ScoreESUG
 
ShowUs: PharoJS.org Develop in Pharo, Run on JavaScript
ShowUs: PharoJS.org Develop in Pharo, Run on JavaScriptShowUs: PharoJS.org Develop in Pharo, Run on JavaScript
ShowUs: PharoJS.org Develop in Pharo, Run on JavaScriptESUG
 
Advanced Object- Oriented Design Mooc
Advanced Object- Oriented Design MoocAdvanced Object- Oriented Design Mooc
Advanced Object- Oriented Design MoocESUG
 
A New Architecture Reconciling Refactorings and Transformations
A New Architecture Reconciling Refactorings and TransformationsA New Architecture Reconciling Refactorings and Transformations
A New Architecture Reconciling Refactorings and TransformationsESUG
 

More from ESUG (20)

Workshop: Identifying concept inventories in agile programming
Workshop: Identifying concept inventories in agile programmingWorkshop: Identifying concept inventories in agile programming
Workshop: Identifying concept inventories in agile programming
 
Technical documentation support in Pharo
Technical documentation support in PharoTechnical documentation support in Pharo
Technical documentation support in Pharo
 
The Pharo Debugger and Debugging tools: Advances and Roadmap
The Pharo Debugger and Debugging tools: Advances and RoadmapThe Pharo Debugger and Debugging tools: Advances and Roadmap
The Pharo Debugger and Debugging tools: Advances and Roadmap
 
Sequence: Pipeline modelling in Pharo
Sequence: Pipeline modelling in PharoSequence: Pipeline modelling in Pharo
Sequence: Pipeline modelling in Pharo
 
Migration process from monolithic to micro frontend architecture in mobile ap...
Migration process from monolithic to micro frontend architecture in mobile ap...Migration process from monolithic to micro frontend architecture in mobile ap...
Migration process from monolithic to micro frontend architecture in mobile ap...
 
Analyzing Dart Language with Pharo: Report and early results
Analyzing Dart Language with Pharo: Report and early resultsAnalyzing Dart Language with Pharo: Report and early results
Analyzing Dart Language with Pharo: Report and early results
 
Transpiling Pharo Classes to JS ECMAScript 5 versus ECMAScript 6
Transpiling Pharo Classes to JS ECMAScript 5 versus ECMAScript 6Transpiling Pharo Classes to JS ECMAScript 5 versus ECMAScript 6
Transpiling Pharo Classes to JS ECMAScript 5 versus ECMAScript 6
 
A Unit Test Metamodel for Test Generation
A Unit Test Metamodel for Test GenerationA Unit Test Metamodel for Test Generation
A Unit Test Metamodel for Test Generation
 
Creating Unit Tests Using Genetic Programming
Creating Unit Tests Using Genetic ProgrammingCreating Unit Tests Using Genetic Programming
Creating Unit Tests Using Genetic Programming
 
Threaded-Execution and CPS Provide Smooth Switching Between Execution Modes
Threaded-Execution and CPS Provide Smooth Switching Between Execution ModesThreaded-Execution and CPS Provide Smooth Switching Between Execution Modes
Threaded-Execution and CPS Provide Smooth Switching Between Execution Modes
 
Exploring GitHub Actions through EGAD: An Experience Report
Exploring GitHub Actions through EGAD: An Experience ReportExploring GitHub Actions through EGAD: An Experience Report
Exploring GitHub Actions through EGAD: An Experience Report
 
Pharo: a reflective language A first systematic analysis of reflective APIs
Pharo: a reflective language A first systematic analysis of reflective APIsPharo: a reflective language A first systematic analysis of reflective APIs
Pharo: a reflective language A first systematic analysis of reflective APIs
 
Garbage Collector Tuning
Garbage Collector TuningGarbage Collector Tuning
Garbage Collector Tuning
 
Improving Performance Through Object Lifetime Profiling: the DataFrame Case
Improving Performance Through Object Lifetime Profiling: the DataFrame CaseImproving Performance Through Object Lifetime Profiling: the DataFrame Case
Improving Performance Through Object Lifetime Profiling: the DataFrame Case
 
Pharo DataFrame: Past, Present, and Future
Pharo DataFrame: Past, Present, and FuturePharo DataFrame: Past, Present, and Future
Pharo DataFrame: Past, Present, and Future
 
thisContext in the Debugger
thisContext in the DebuggerthisContext in the Debugger
thisContext in the Debugger
 
Websockets for Fencing Score
Websockets for Fencing ScoreWebsockets for Fencing Score
Websockets for Fencing Score
 
ShowUs: PharoJS.org Develop in Pharo, Run on JavaScript
ShowUs: PharoJS.org Develop in Pharo, Run on JavaScriptShowUs: PharoJS.org Develop in Pharo, Run on JavaScript
ShowUs: PharoJS.org Develop in Pharo, Run on JavaScript
 
Advanced Object- Oriented Design Mooc
Advanced Object- Oriented Design MoocAdvanced Object- Oriented Design Mooc
Advanced Object- Oriented Design Mooc
 
A New Architecture Reconciling Refactorings and Transformations
A New Architecture Reconciling Refactorings and TransformationsA New Architecture Reconciling Refactorings and Transformations
A New Architecture Reconciling Refactorings and Transformations
 

Recently uploaded

(Genuine) Escort Service Lucknow | Starting ₹,5K To @25k with A/C 🧑🏽‍❤️‍🧑🏻 89...
(Genuine) Escort Service Lucknow | Starting ₹,5K To @25k with A/C 🧑🏽‍❤️‍🧑🏻 89...(Genuine) Escort Service Lucknow | Starting ₹,5K To @25k with A/C 🧑🏽‍❤️‍🧑🏻 89...
(Genuine) Escort Service Lucknow | Starting ₹,5K To @25k with A/C 🧑🏽‍❤️‍🧑🏻 89...gurkirankumar98700
 
BATTLEFIELD ORM: TIPS, TACTICS AND STRATEGIES FOR CONQUERING YOUR DATABASE
BATTLEFIELD ORM: TIPS, TACTICS AND STRATEGIES FOR CONQUERING YOUR DATABASEBATTLEFIELD ORM: TIPS, TACTICS AND STRATEGIES FOR CONQUERING YOUR DATABASE
BATTLEFIELD ORM: TIPS, TACTICS AND STRATEGIES FOR CONQUERING YOUR DATABASEOrtus Solutions, Corp
 
TECUNIQUE: Success Stories: IT Service provider
TECUNIQUE: Success Stories: IT Service providerTECUNIQUE: Success Stories: IT Service provider
TECUNIQUE: Success Stories: IT Service providermohitmore19
 
Building Real-Time Data Pipelines: Stream & Batch Processing workshop Slide
Building Real-Time Data Pipelines: Stream & Batch Processing workshop SlideBuilding Real-Time Data Pipelines: Stream & Batch Processing workshop Slide
Building Real-Time Data Pipelines: Stream & Batch Processing workshop SlideChristina Lin
 
Cloud Management Software Platforms: OpenStack
Cloud Management Software Platforms: OpenStackCloud Management Software Platforms: OpenStack
Cloud Management Software Platforms: OpenStackVICTOR MAESTRE RAMIREZ
 
Try MyIntelliAccount Cloud Accounting Software As A Service Solution Risk Fre...
Try MyIntelliAccount Cloud Accounting Software As A Service Solution Risk Fre...Try MyIntelliAccount Cloud Accounting Software As A Service Solution Risk Fre...
Try MyIntelliAccount Cloud Accounting Software As A Service Solution Risk Fre...MyIntelliSource, Inc.
 
Adobe Marketo Engage Deep Dives: Using Webhooks to Transfer Data
Adobe Marketo Engage Deep Dives: Using Webhooks to Transfer DataAdobe Marketo Engage Deep Dives: Using Webhooks to Transfer Data
Adobe Marketo Engage Deep Dives: Using Webhooks to Transfer DataBradBedford3
 
Salesforce Certified Field Service Consultant
Salesforce Certified Field Service ConsultantSalesforce Certified Field Service Consultant
Salesforce Certified Field Service ConsultantAxelRicardoTrocheRiq
 
Der Spagat zwischen BIAS und FAIRNESS (2024)
Der Spagat zwischen BIAS und FAIRNESS (2024)Der Spagat zwischen BIAS und FAIRNESS (2024)
Der Spagat zwischen BIAS und FAIRNESS (2024)OPEN KNOWLEDGE GmbH
 
Hand gesture recognition PROJECT PPT.pptx
Hand gesture recognition PROJECT PPT.pptxHand gesture recognition PROJECT PPT.pptx
Hand gesture recognition PROJECT PPT.pptxbodapatigopi8531
 
Project Based Learning (A.I).pptx detail explanation
Project Based Learning (A.I).pptx detail explanationProject Based Learning (A.I).pptx detail explanation
Project Based Learning (A.I).pptx detail explanationkaushalgiri8080
 
Alluxio Monthly Webinar | Cloud-Native Model Training on Distributed Data
Alluxio Monthly Webinar | Cloud-Native Model Training on Distributed DataAlluxio Monthly Webinar | Cloud-Native Model Training on Distributed Data
Alluxio Monthly Webinar | Cloud-Native Model Training on Distributed DataAlluxio, Inc.
 
Engage Usergroup 2024 - The Good The Bad_The Ugly
Engage Usergroup 2024 - The Good The Bad_The UglyEngage Usergroup 2024 - The Good The Bad_The Ugly
Engage Usergroup 2024 - The Good The Bad_The UglyFrank van der Linden
 
Unveiling the Tech Salsa of LAMs with Janus in Real-Time Applications
Unveiling the Tech Salsa of LAMs with Janus in Real-Time ApplicationsUnveiling the Tech Salsa of LAMs with Janus in Real-Time Applications
Unveiling the Tech Salsa of LAMs with Janus in Real-Time ApplicationsAlberto González Trastoy
 
HR Software Buyers Guide in 2024 - HRSoftware.com
HR Software Buyers Guide in 2024 - HRSoftware.comHR Software Buyers Guide in 2024 - HRSoftware.com
HR Software Buyers Guide in 2024 - HRSoftware.comFatema Valibhai
 
What is Binary Language? Computer Number Systems
What is Binary Language?  Computer Number SystemsWhat is Binary Language?  Computer Number Systems
What is Binary Language? Computer Number SystemsJheuzeDellosa
 
Introduction to Decentralized Applications (dApps)
Introduction to Decentralized Applications (dApps)Introduction to Decentralized Applications (dApps)
Introduction to Decentralized Applications (dApps)Intelisync
 
DNT_Corporate presentation know about us
DNT_Corporate presentation know about usDNT_Corporate presentation know about us
DNT_Corporate presentation know about usDynamic Netsoft
 
Learn the Fundamentals of XCUITest Framework_ A Beginner's Guide.pdf
Learn the Fundamentals of XCUITest Framework_ A Beginner's Guide.pdfLearn the Fundamentals of XCUITest Framework_ A Beginner's Guide.pdf
Learn the Fundamentals of XCUITest Framework_ A Beginner's Guide.pdfkalichargn70th171
 

Recently uploaded (20)

(Genuine) Escort Service Lucknow | Starting ₹,5K To @25k with A/C 🧑🏽‍❤️‍🧑🏻 89...
(Genuine) Escort Service Lucknow | Starting ₹,5K To @25k with A/C 🧑🏽‍❤️‍🧑🏻 89...(Genuine) Escort Service Lucknow | Starting ₹,5K To @25k with A/C 🧑🏽‍❤️‍🧑🏻 89...
(Genuine) Escort Service Lucknow | Starting ₹,5K To @25k with A/C 🧑🏽‍❤️‍🧑🏻 89...
 
BATTLEFIELD ORM: TIPS, TACTICS AND STRATEGIES FOR CONQUERING YOUR DATABASE
BATTLEFIELD ORM: TIPS, TACTICS AND STRATEGIES FOR CONQUERING YOUR DATABASEBATTLEFIELD ORM: TIPS, TACTICS AND STRATEGIES FOR CONQUERING YOUR DATABASE
BATTLEFIELD ORM: TIPS, TACTICS AND STRATEGIES FOR CONQUERING YOUR DATABASE
 
TECUNIQUE: Success Stories: IT Service provider
TECUNIQUE: Success Stories: IT Service providerTECUNIQUE: Success Stories: IT Service provider
TECUNIQUE: Success Stories: IT Service provider
 
Building Real-Time Data Pipelines: Stream & Batch Processing workshop Slide
Building Real-Time Data Pipelines: Stream & Batch Processing workshop SlideBuilding Real-Time Data Pipelines: Stream & Batch Processing workshop Slide
Building Real-Time Data Pipelines: Stream & Batch Processing workshop Slide
 
Cloud Management Software Platforms: OpenStack
Cloud Management Software Platforms: OpenStackCloud Management Software Platforms: OpenStack
Cloud Management Software Platforms: OpenStack
 
Try MyIntelliAccount Cloud Accounting Software As A Service Solution Risk Fre...
Try MyIntelliAccount Cloud Accounting Software As A Service Solution Risk Fre...Try MyIntelliAccount Cloud Accounting Software As A Service Solution Risk Fre...
Try MyIntelliAccount Cloud Accounting Software As A Service Solution Risk Fre...
 
Adobe Marketo Engage Deep Dives: Using Webhooks to Transfer Data
Adobe Marketo Engage Deep Dives: Using Webhooks to Transfer DataAdobe Marketo Engage Deep Dives: Using Webhooks to Transfer Data
Adobe Marketo Engage Deep Dives: Using Webhooks to Transfer Data
 
Salesforce Certified Field Service Consultant
Salesforce Certified Field Service ConsultantSalesforce Certified Field Service Consultant
Salesforce Certified Field Service Consultant
 
Exploring iOS App Development: Simplifying the Process
Exploring iOS App Development: Simplifying the ProcessExploring iOS App Development: Simplifying the Process
Exploring iOS App Development: Simplifying the Process
 
Der Spagat zwischen BIAS und FAIRNESS (2024)
Der Spagat zwischen BIAS und FAIRNESS (2024)Der Spagat zwischen BIAS und FAIRNESS (2024)
Der Spagat zwischen BIAS und FAIRNESS (2024)
 
Hand gesture recognition PROJECT PPT.pptx
Hand gesture recognition PROJECT PPT.pptxHand gesture recognition PROJECT PPT.pptx
Hand gesture recognition PROJECT PPT.pptx
 
Project Based Learning (A.I).pptx detail explanation
Project Based Learning (A.I).pptx detail explanationProject Based Learning (A.I).pptx detail explanation
Project Based Learning (A.I).pptx detail explanation
 
Alluxio Monthly Webinar | Cloud-Native Model Training on Distributed Data
Alluxio Monthly Webinar | Cloud-Native Model Training on Distributed DataAlluxio Monthly Webinar | Cloud-Native Model Training on Distributed Data
Alluxio Monthly Webinar | Cloud-Native Model Training on Distributed Data
 
Engage Usergroup 2024 - The Good The Bad_The Ugly
Engage Usergroup 2024 - The Good The Bad_The UglyEngage Usergroup 2024 - The Good The Bad_The Ugly
Engage Usergroup 2024 - The Good The Bad_The Ugly
 
Unveiling the Tech Salsa of LAMs with Janus in Real-Time Applications
Unveiling the Tech Salsa of LAMs with Janus in Real-Time ApplicationsUnveiling the Tech Salsa of LAMs with Janus in Real-Time Applications
Unveiling the Tech Salsa of LAMs with Janus in Real-Time Applications
 
HR Software Buyers Guide in 2024 - HRSoftware.com
HR Software Buyers Guide in 2024 - HRSoftware.comHR Software Buyers Guide in 2024 - HRSoftware.com
HR Software Buyers Guide in 2024 - HRSoftware.com
 
What is Binary Language? Computer Number Systems
What is Binary Language?  Computer Number SystemsWhat is Binary Language?  Computer Number Systems
What is Binary Language? Computer Number Systems
 
Introduction to Decentralized Applications (dApps)
Introduction to Decentralized Applications (dApps)Introduction to Decentralized Applications (dApps)
Introduction to Decentralized Applications (dApps)
 
DNT_Corporate presentation know about us
DNT_Corporate presentation know about usDNT_Corporate presentation know about us
DNT_Corporate presentation know about us
 
Learn the Fundamentals of XCUITest Framework_ A Beginner's Guide.pdf
Learn the Fundamentals of XCUITest Framework_ A Beginner's Guide.pdfLearn the Fundamentals of XCUITest Framework_ A Beginner's Guide.pdf
Learn the Fundamentals of XCUITest Framework_ A Beginner's Guide.pdf
 

Renraku - The One Static Analysis Model to Rule Them All