SlideShare a Scribd company logo
AD-HOC RUNTIME OBJECT
STRUCTURE VISUALIZATIONS
WITH METALINKS
Peter Uhnak     Robert Pergl
Department of So ware Engineering
Faculty of Information Technology
Czech Technical University in Prague
Czech Republic
{uhnakpet|perglr}@fit.cvut.cz
INSTANCE VISUALIZATIONS
Peter Uhnak     Robert Pergl
Department of So ware Engineering
Faculty of Information Technology
Czech Technical University in Prague
Czech Republic
{uhnakpet|perglr}@fit.cvut.cz
How do we look at the run-time structure of objects?
MAIN MOTIVATION
understanding Spec interpreter (Spec UI construction)
INPUT
ui := DynamicComposableModel new.
ui instantiateModels: #(btn ButtonModel).
ui btn label: 'Button'.
layout := SpecLayout composed
newRow: [ :row | row add: #btn ];
yourself.
ui openWithSpecLayout: layout.
ButtonModel class>>#defaultSpec
<spec>
^ #(ButtonAdapter
adapt: #(model))
OUTPUT
What is it composed from at run-time?
How was it build?
Spec / Adapter / Morphic composition
Spec Adapter
MorphicAdapter Morphic
ComposableModel AbstractAdapter
AbstractMorphicAdapter Morph
model widget
widgetmodel
Spec / Adapter / Morphic composition
ComposableModel
spec
SpecWrapper
selector
instance
AbstractAdapter
AbstractMorphicAdapter
MorphicContainerAdapterMorph
spec
/subwidgets
instance
model
model
widget
model
Digging through the Instances
We need to:
1. Represent the instances
2. Remember history / changes
UML INSTANCE METAMODEL
CUSTOM INSTANCE METAMODEL
InstanceSpecification
Domain Object representation
Classifier
Class of a Domain Object
Slot
Run-time attribute value
ImmutableObject
Frozen value not affected by further changes in
the Domain object
FROM INSTANCES TO INSTANCE
SPECIFICATIONS
CAPTURING INSTANCE INFORMATION
CAPTURING INSTANCE INFORMATION
What is the target object?
Class(ifier) specification
What information should be captured?
Declarative Slot description
How the information should be captured?
Behavior (MetaLink) insertions
BACK TO SPEC
ComposableModel
focusOrder
owner
window
extentHolder
needRebuild
additionalKeyBindings
announcer
keyStrokesForNextFocusHolder
keyStrokesForPreviousFocusHolder
windowIcon
aboutText
askOkToClose
titleHolder
specSelectors
whenBuiltDo:
ensureMorphicAdapter
removeMenuKeyCombination:
eventKeyStrokesForNextFocus
initialize
windowIcon:
updateTitle
newCheckBox
centerWidget:
newText
openDialogWithSpecLayout:
askOkToClose:
owner:
newButton
focusOrder:
newList
addAll:withSpec:
spec
aboutText:
heightToDisplayInTree:
heightToDisplayInList:
initialExtent
openDialogWithSpec
defaultSpecSelector
centered
openExternalWindowWithSpecLayout:
initializeDialogWindow:
resolveSymbol:
openExternalWindowWithSpec:
takeKeyboardFocus
spec:
privateAdapterFromModel:withSpec:
gtInspectorModelNestingIn:
okToChange
buildWithSpec:
windowIcon
initializePresenter
extent
openWithSpec:
defaultWindowModelClass
show
ensureExtentFor:
handlesKeyboard:
isDisplayed
focusOrder
setExtentAndBindingTo:
newTabManager
defaultSpec
bindKeyCombination:toAction:
announce:
bindMenuKeyCombination:toAction:
registerKeyStrokesForNextFor:
ensureMorphicAdapterDo:
keyStrokesForPreviousFocus:
announcer
private_buildWithSpec:
widthToDisplayInList:
newDropList
initializeWidgets
icon:
on:do:
needRebuild
cancelled
newTextInput
delete
private_buildWithSpec
centeredRelativeTo:
openWithSpecLayout:
newTree
window
openExternalWindowWithSpec
owner
aboutText
buildWithSpec
newSlider
hasWindow
on:send:to:
removeKeyCombination:
widthToDisplayInTree:
instantiate:
ensureKeyBindingsFor:
listRenderOn:atRow:bounds:color:backgroundColor:from:
askOkToClose
newCode
keyStrokeForPreviousFocus:
addMenuItemsToWindowMenu:
newRadioButton
openWorldWithSpec
newLabel
buildWithSpecLayout:
openWithSpec
title:
newImage
treeRenderOn:bounds:color:font:from:
newTab
extent:
keyStrokesForNextFocus:
openWorldWithSpec:
eventKeyStrokesForPreviousFocus
gtInspectorPreviewIn:
beginsWith:fromList:
addAll:withSpecLayout:
instantiateModels:
giveFocusToNextFrom:
applyMenuModel:
takeLastKeyboardFocus
needRebuild:
keyStrokeForNextFocus:
detectMorphicAdapterDo:ifNone:
retrieveSpec:
additionalKeyBindings
whenShortcutsChanged:
openWorldWithSpecLayout:
detectMorphicAdapterDo:
whenWindowChanged:
openDialogWithSpec:
newDiff
neglectMenuModel:
apiSelectors
registerKeyStrokesForPreviousFor:
update:
giveFocusToPreviousFrom:
adapterFrom:model:
hide
widget
newIconList
setModal:
newMultiColumnList
title
createInstanceFor:
defaultSpec
owner:
buttonWidth
buttonHeight
toolbarHeight
title
inputTextHeight
specSelectors
SpecWrapper
instance:
isRedrawable
removeSubWidgets
selector
instance
selector:
instance:selector:
AbstractMorphicAdapter
acceptDroppingMorph:event:inMorph:
enable
removeMenuKeyCombination:
delete
help
color
borderColor:
dragEnabled
color:
hSpaceFill
transferBlock
disable
removeKeyCombination:
widthToDisplayInTree:
dragPassengersFor:inMorph:
layout:
heightToDisplayInTree:
heightToDisplayInList:
wantDropBlock
listRenderOn:atRow:bounds:color:backgroundColor:from:
borderColor
dropEnabled
vShrinkWrap
treeRenderOn:bounds:color:font:from:
hRigid
isMorphicAdapter
beginsWith:fromList:
gtInspectorPreviewIn:
vRigid
hShrinkWrap
dragEnabled:
dropEnabled:
enabled
extent
wantsDroppedMorph:event:inMorph:
dragPassengerFor:inMorph:
acceptDropBlock
when:do:
setBalloonText:
bindKeyCombination:toAction:
dragTransformationBlock
enabled:
bindMenuKeyCombination:toAction:
useProportionalLayout
removeSubWidgets
transferFor:from:
vSpaceFill
borderWidth
setModal:
changed
borderWidth:
widthToDisplayInList:
defaultSpec
MorphicContainerAdapter
centerWidget:
checkSplitters
isRedrawable
newHSplitterAt:
buildWidget
newVSplitterAt:
ComposableModel
SpecWrapper
AbstractMorphicAdapter MorphicContainerAdapter
ComposableModel
spec
SpecWrapper
instance
selector
AbstractMorphicAdapter
CAPTURING INSTANCE INFORMATION
What is the target object?
Class(ifier) specification
What information should be captured?
Declarative Slot description
How the information should be captured?
Behavior (MetaLink) insertions
CLASSIFIER & SLOTS
wrapperSpec := LIVInstanceSpecificationBuilder new
wrapperSpec
classifier: SpecWrapper;
name: #identityHash;
addSlot: #selector -> nil;
addSlot: #instance -> nil.
adapterSpec := LIVInstanceSpecificationBuilder new.
adapterSpec
classifier: MorphicContainerAdapter;
name: #identityHash;
addSlot: #added -> [ OrderedCollection new ].
METALINKS (SIDETRACK)
METALINKS (SIDETRACK)
Ad-hoc behavior insertions to code
Person>>name: aString
name := aString
link := MetaLink new
metaObject: [ :object :newValue |
Transcript logCr: newValue
];
control: #after.
(Person>>name) ast assignmentNodes first link: link
Person>>name: aString
name := aString
"link metaObject value: self value: aString"
Objectifying behavior insertions into MetaLinks allows
us to treat it differently
METALINK INSERTIONS
(link := MTMetaLinkUser new)
target: SpecWrapper>>#instance:;
action: [ :object |
history inNewState: [ :model |
model
setLinkFrom: object to: object instance at: #instance
]
].
(link := MTMetaLinkUser new)
target: (AbstractMorphicAdapter>>#add:) ast assignmentNodes first
action: [ :object :newValue |
history inNewState: [ :model |
model addLinkFrom: object to: newValue at: #added
]
].
User is guiding the instance model construction
Wordy descriptions :(
Automatable :) (MetaLinks Toolkit)
Flexible – we can derive extra information
DEMO
FUTURE
MODELING
Adherence to a UML reference model
Automatic construction of a reference model
PRACTICAL
Automation (MetaLinks Toolkit)
Streamlining usage
Deeper integration with Debugger
AD-HOC RUNTIME OBJECT STRUCTURE
VISUALIZATIONS WITH METALINKS
INSTANCE VISUALIZATIONS
Peter Uhnak     Robert Pergl
Department of So ware Engineering
Faculty of Information Technology
Czech Technical University in Prague
Czech Republic
{uhnakpet|perglr}@fit.cvut.cz

More Related Content

What's hot

Debugging and Profiling C++ Template Metaprograms
Debugging and Profiling C++ Template MetaprogramsDebugging and Profiling C++ Template Metaprograms
Debugging and Profiling C++ Template Metaprograms
Platonov Sergey
 
The Art of Unit Testing - Towards a Testable Design
The Art of Unit Testing - Towards a Testable DesignThe Art of Unit Testing - Towards a Testable Design
The Art of Unit Testing - Towards a Testable Design
Victor Rentea
 
Aop spring
Aop springAop spring
Aop spring
chamilavt
 
Pure Functions and Immutable Objects
Pure Functions and Immutable ObjectsPure Functions and Immutable Objects
Pure Functions and Immutable Objects
Victor Rentea
 
Spring AOP in Nutshell
Spring AOP in Nutshell Spring AOP in Nutshell
Spring AOP in Nutshell
Onkar Deshpande
 
Comparing the general static analysis in Visual Studio 2010 and PVS-Studio by...
Comparing the general static analysis in Visual Studio 2010 and PVS-Studio by...Comparing the general static analysis in Visual Studio 2010 and PVS-Studio by...
Comparing the general static analysis in Visual Studio 2010 and PVS-Studio by...
PVS-Studio
 
We Continue Exploring Tizen: C# Components Proved to be of High Quality
We Continue Exploring Tizen: C# Components Proved to be of High QualityWe Continue Exploring Tizen: C# Components Proved to be of High Quality
We Continue Exploring Tizen: C# Components Proved to be of High Quality
PVS-Studio
 
JS Fest 2018. Никита Галкин. Микросервисная архитектура с переиспользуемыми к...
JS Fest 2018. Никита Галкин. Микросервисная архитектура с переиспользуемыми к...JS Fest 2018. Никита Галкин. Микросервисная архитектура с переиспользуемыми к...
JS Fest 2018. Никита Галкин. Микросервисная архитектура с переиспользуемыми к...
JSFestUA
 
Spring aop concepts
Spring aop conceptsSpring aop concepts
Spring aop concepts
RushiBShah
 
Definitive Guide to Working With Exceptions in Java - takj at Java Champions ...
Definitive Guide to Working With Exceptions in Java - takj at Java Champions ...Definitive Guide to Working With Exceptions in Java - takj at Java Champions ...
Definitive Guide to Working With Exceptions in Java - takj at Java Champions ...
Victor Rentea
 
JS Fest 2018. Douglas Crockford. The Better Parts
JS Fest 2018. Douglas Crockford. The Better PartsJS Fest 2018. Douglas Crockford. The Better Parts
JS Fest 2018. Douglas Crockford. The Better Parts
JSFestUA
 
C++ Code as Seen by a Hypercritical Reviewer
C++ Code as Seen by a Hypercritical ReviewerC++ Code as Seen by a Hypercritical Reviewer
C++ Code as Seen by a Hypercritical Reviewer
Andrey Karpov
 
An Overview of Project Jigsaw
An Overview of Project JigsawAn Overview of Project Jigsaw
An Overview of Project Jigsaw
Rafael Winterhalter
 
Monitoring distributed (micro-)services
Monitoring distributed (micro-)servicesMonitoring distributed (micro-)services
Monitoring distributed (micro-)services
Rafael Winterhalter
 
.gradle 파일 정독해보기
.gradle 파일 정독해보기.gradle 파일 정독해보기
.gradle 파일 정독해보기
경주 전
 
Python Programming Essentials - M37 - Brief Overview of Misc Concepts
Python Programming Essentials - M37 - Brief Overview of Misc ConceptsPython Programming Essentials - M37 - Brief Overview of Misc Concepts
Python Programming Essentials - M37 - Brief Overview of Misc Concepts
P3 InfoTech Solutions Pvt. Ltd.
 
What has to be paid attention when reviewing code of the library you develop
What has to be paid attention when reviewing code of the library you developWhat has to be paid attention when reviewing code of the library you develop
What has to be paid attention when reviewing code of the library you develop
Andrey Karpov
 
Better Code: Concurrency
Better Code: ConcurrencyBetter Code: Concurrency
Better Code: Concurrency
Platonov Sergey
 
Python Programming Essentials - M35 - Iterators & Generators
Python Programming Essentials - M35 - Iterators & GeneratorsPython Programming Essentials - M35 - Iterators & Generators
Python Programming Essentials - M35 - Iterators & Generators
P3 InfoTech Solutions Pvt. Ltd.
 
How to Profit from Static Analysis
How to Profit from Static AnalysisHow to Profit from Static Analysis
How to Profit from Static Analysis
Elena Laskavaia
 

What's hot (20)

Debugging and Profiling C++ Template Metaprograms
Debugging and Profiling C++ Template MetaprogramsDebugging and Profiling C++ Template Metaprograms
Debugging and Profiling C++ Template Metaprograms
 
The Art of Unit Testing - Towards a Testable Design
The Art of Unit Testing - Towards a Testable DesignThe Art of Unit Testing - Towards a Testable Design
The Art of Unit Testing - Towards a Testable Design
 
Aop spring
Aop springAop spring
Aop spring
 
Pure Functions and Immutable Objects
Pure Functions and Immutable ObjectsPure Functions and Immutable Objects
Pure Functions and Immutable Objects
 
Spring AOP in Nutshell
Spring AOP in Nutshell Spring AOP in Nutshell
Spring AOP in Nutshell
 
Comparing the general static analysis in Visual Studio 2010 and PVS-Studio by...
Comparing the general static analysis in Visual Studio 2010 and PVS-Studio by...Comparing the general static analysis in Visual Studio 2010 and PVS-Studio by...
Comparing the general static analysis in Visual Studio 2010 and PVS-Studio by...
 
We Continue Exploring Tizen: C# Components Proved to be of High Quality
We Continue Exploring Tizen: C# Components Proved to be of High QualityWe Continue Exploring Tizen: C# Components Proved to be of High Quality
We Continue Exploring Tizen: C# Components Proved to be of High Quality
 
JS Fest 2018. Никита Галкин. Микросервисная архитектура с переиспользуемыми к...
JS Fest 2018. Никита Галкин. Микросервисная архитектура с переиспользуемыми к...JS Fest 2018. Никита Галкин. Микросервисная архитектура с переиспользуемыми к...
JS Fest 2018. Никита Галкин. Микросервисная архитектура с переиспользуемыми к...
 
Spring aop concepts
Spring aop conceptsSpring aop concepts
Spring aop concepts
 
Definitive Guide to Working With Exceptions in Java - takj at Java Champions ...
Definitive Guide to Working With Exceptions in Java - takj at Java Champions ...Definitive Guide to Working With Exceptions in Java - takj at Java Champions ...
Definitive Guide to Working With Exceptions in Java - takj at Java Champions ...
 
JS Fest 2018. Douglas Crockford. The Better Parts
JS Fest 2018. Douglas Crockford. The Better PartsJS Fest 2018. Douglas Crockford. The Better Parts
JS Fest 2018. Douglas Crockford. The Better Parts
 
C++ Code as Seen by a Hypercritical Reviewer
C++ Code as Seen by a Hypercritical ReviewerC++ Code as Seen by a Hypercritical Reviewer
C++ Code as Seen by a Hypercritical Reviewer
 
An Overview of Project Jigsaw
An Overview of Project JigsawAn Overview of Project Jigsaw
An Overview of Project Jigsaw
 
Monitoring distributed (micro-)services
Monitoring distributed (micro-)servicesMonitoring distributed (micro-)services
Monitoring distributed (micro-)services
 
.gradle 파일 정독해보기
.gradle 파일 정독해보기.gradle 파일 정독해보기
.gradle 파일 정독해보기
 
Python Programming Essentials - M37 - Brief Overview of Misc Concepts
Python Programming Essentials - M37 - Brief Overview of Misc ConceptsPython Programming Essentials - M37 - Brief Overview of Misc Concepts
Python Programming Essentials - M37 - Brief Overview of Misc Concepts
 
What has to be paid attention when reviewing code of the library you develop
What has to be paid attention when reviewing code of the library you developWhat has to be paid attention when reviewing code of the library you develop
What has to be paid attention when reviewing code of the library you develop
 
Better Code: Concurrency
Better Code: ConcurrencyBetter Code: Concurrency
Better Code: Concurrency
 
Python Programming Essentials - M35 - Iterators & Generators
Python Programming Essentials - M35 - Iterators & GeneratorsPython Programming Essentials - M35 - Iterators & Generators
Python Programming Essentials - M35 - Iterators & Generators
 
How to Profit from Static Analysis
How to Profit from Static AnalysisHow to Profit from Static Analysis
How to Profit from Static Analysis
 

Similar to Ad-hoc Runtime Object Structure Visualizations with MetaLinks

React native app with type script tutorial
React native app with type script tutorialReact native app with type script tutorial
React native app with type script tutorial
Katy Slemon
 
Паразитируем на React-экосистеме (Angular 4+) / Алексей Охрименко (IPONWEB)
Паразитируем на React-экосистеме (Angular 4+) / Алексей Охрименко (IPONWEB)Паразитируем на React-экосистеме (Angular 4+) / Алексей Охрименко (IPONWEB)
Паразитируем на React-экосистеме (Angular 4+) / Алексей Охрименко (IPONWEB)
Ontico
 
"Technical Challenges behind Visual IDE for React Components" Tetiana Mandziuk
"Technical Challenges behind Visual IDE for React Components" Tetiana Mandziuk"Technical Challenges behind Visual IDE for React Components" Tetiana Mandziuk
"Technical Challenges behind Visual IDE for React Components" Tetiana Mandziuk
Fwdays
 
ADO.NET Entity Framework by Jose A. Blakeley and Michael Pizzo
ADO.NET Entity Framework by Jose A. Blakeley and Michael PizzoADO.NET Entity Framework by Jose A. Blakeley and Michael Pizzo
ADO.NET Entity Framework by Jose A. Blakeley and Michael Pizzo
Hasnain Iqbal
 
Angular Schematics
Angular SchematicsAngular Schematics
Angular Schematics
Christoffer Noring
 
Front End Development: The Important Parts
Front End Development: The Important PartsFront End Development: The Important Parts
Front End Development: The Important Parts
Sergey Bolshchikov
 
Behavioral Reflection
Behavioral ReflectionBehavioral Reflection
Behavioral Reflection
Marcus Denker
 
Tdd,Ioc
Tdd,IocTdd,Ioc
ASP.NET MVC One Step Deeper
ASP.NET MVC One Step DeeperASP.NET MVC One Step Deeper
ASP.NET MVC One Step Deeper
Emad Alashi
 
Boost delivery stream with code discipline engineering
Boost delivery stream with code discipline engineeringBoost delivery stream with code discipline engineering
Boost delivery stream with code discipline engineering
Miro Wengner
 
How to create an Angular builder
How to create an Angular builderHow to create an Angular builder
How to create an Angular builder
Maurizio Vitale
 
Angular 2 Essential Training
Angular 2 Essential Training Angular 2 Essential Training
Angular 2 Essential Training
Patrick Schroeder
 
Prompt engineering for iOS developers (How LLMs and GenAI work)
Prompt engineering for iOS developers (How LLMs and GenAI work)Prompt engineering for iOS developers (How LLMs and GenAI work)
Prompt engineering for iOS developers (How LLMs and GenAI work)
Andrey Volobuev
 
Scalable web application architecture
Scalable web application architectureScalable web application architecture
Scalable web application architecture
postrational
 
.NET Portfolio
.NET Portfolio.NET Portfolio
.NET Portfolio
mwillmer
 
The Killer Feature Store: Orchestrating Spark ML Pipelines and MLflow for Pro...
The Killer Feature Store: Orchestrating Spark ML Pipelines and MLflow for Pro...The Killer Feature Store: Orchestrating Spark ML Pipelines and MLflow for Pro...
The Killer Feature Store: Orchestrating Spark ML Pipelines and MLflow for Pro...
Databricks
 
Reactive clean architecture
Reactive clean architectureReactive clean architecture
Reactive clean architecture
Viktor Nyblom
 
Angular를 활용한 웹 프론트단 개발과 2.0에서 달라진점
Angular를 활용한 웹 프론트단 개발과 2.0에서 달라진점Angular를 활용한 웹 프론트단 개발과 2.0에서 달라진점
Angular를 활용한 웹 프론트단 개발과 2.0에서 달라진점
Jeado Ko
 
Angular를 활용한 웹 프론트단 개발과 2.0에서 달라진점
Angular를 활용한 웹 프론트단 개발과 2.0에서 달라진점 Angular를 활용한 웹 프론트단 개발과 2.0에서 달라진점
Angular를 활용한 웹 프론트단 개발과 2.0에서 달라진점
WebFrameworks
 
Asp.net MVC - Course 2
Asp.net MVC - Course 2Asp.net MVC - Course 2
Asp.net MVC - Course 2
erdemergin
 

Similar to Ad-hoc Runtime Object Structure Visualizations with MetaLinks (20)

React native app with type script tutorial
React native app with type script tutorialReact native app with type script tutorial
React native app with type script tutorial
 
Паразитируем на React-экосистеме (Angular 4+) / Алексей Охрименко (IPONWEB)
Паразитируем на React-экосистеме (Angular 4+) / Алексей Охрименко (IPONWEB)Паразитируем на React-экосистеме (Angular 4+) / Алексей Охрименко (IPONWEB)
Паразитируем на React-экосистеме (Angular 4+) / Алексей Охрименко (IPONWEB)
 
"Technical Challenges behind Visual IDE for React Components" Tetiana Mandziuk
"Technical Challenges behind Visual IDE for React Components" Tetiana Mandziuk"Technical Challenges behind Visual IDE for React Components" Tetiana Mandziuk
"Technical Challenges behind Visual IDE for React Components" Tetiana Mandziuk
 
ADO.NET Entity Framework by Jose A. Blakeley and Michael Pizzo
ADO.NET Entity Framework by Jose A. Blakeley and Michael PizzoADO.NET Entity Framework by Jose A. Blakeley and Michael Pizzo
ADO.NET Entity Framework by Jose A. Blakeley and Michael Pizzo
 
Angular Schematics
Angular SchematicsAngular Schematics
Angular Schematics
 
Front End Development: The Important Parts
Front End Development: The Important PartsFront End Development: The Important Parts
Front End Development: The Important Parts
 
Behavioral Reflection
Behavioral ReflectionBehavioral Reflection
Behavioral Reflection
 
Tdd,Ioc
Tdd,IocTdd,Ioc
Tdd,Ioc
 
ASP.NET MVC One Step Deeper
ASP.NET MVC One Step DeeperASP.NET MVC One Step Deeper
ASP.NET MVC One Step Deeper
 
Boost delivery stream with code discipline engineering
Boost delivery stream with code discipline engineeringBoost delivery stream with code discipline engineering
Boost delivery stream with code discipline engineering
 
How to create an Angular builder
How to create an Angular builderHow to create an Angular builder
How to create an Angular builder
 
Angular 2 Essential Training
Angular 2 Essential Training Angular 2 Essential Training
Angular 2 Essential Training
 
Prompt engineering for iOS developers (How LLMs and GenAI work)
Prompt engineering for iOS developers (How LLMs and GenAI work)Prompt engineering for iOS developers (How LLMs and GenAI work)
Prompt engineering for iOS developers (How LLMs and GenAI work)
 
Scalable web application architecture
Scalable web application architectureScalable web application architecture
Scalable web application architecture
 
.NET Portfolio
.NET Portfolio.NET Portfolio
.NET Portfolio
 
The Killer Feature Store: Orchestrating Spark ML Pipelines and MLflow for Pro...
The Killer Feature Store: Orchestrating Spark ML Pipelines and MLflow for Pro...The Killer Feature Store: Orchestrating Spark ML Pipelines and MLflow for Pro...
The Killer Feature Store: Orchestrating Spark ML Pipelines and MLflow for Pro...
 
Reactive clean architecture
Reactive clean architectureReactive clean architecture
Reactive clean architecture
 
Angular를 활용한 웹 프론트단 개발과 2.0에서 달라진점
Angular를 활용한 웹 프론트단 개발과 2.0에서 달라진점Angular를 활용한 웹 프론트단 개발과 2.0에서 달라진점
Angular를 활용한 웹 프론트단 개발과 2.0에서 달라진점
 
Angular를 활용한 웹 프론트단 개발과 2.0에서 달라진점
Angular를 활용한 웹 프론트단 개발과 2.0에서 달라진점 Angular를 활용한 웹 프론트단 개발과 2.0에서 달라진점
Angular를 활용한 웹 프론트단 개발과 2.0에서 달라진점
 
Asp.net MVC - Course 2
Asp.net MVC - Course 2Asp.net MVC - Course 2
Asp.net MVC - Course 2
 

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 programming
ESUG
 
Technical documentation support in Pharo
Technical documentation support in PharoTechnical documentation support in Pharo
Technical documentation support in Pharo
ESUG
 
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
ESUG
 
Sequence: Pipeline modelling in Pharo
Sequence: Pipeline modelling in PharoSequence: Pipeline modelling in Pharo
Sequence: Pipeline modelling in Pharo
ESUG
 
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 results
ESUG
 
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
ESUG
 
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
ESUG
 
Creating Unit Tests Using Genetic Programming
Creating Unit Tests Using Genetic ProgrammingCreating Unit Tests Using Genetic Programming
Creating Unit Tests Using Genetic Programming
ESUG
 
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
ESUG
 
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
ESUG
 
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
ESUG
 
Garbage Collector Tuning
Garbage Collector TuningGarbage Collector Tuning
Garbage Collector Tuning
ESUG
 
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
ESUG
 
Pharo DataFrame: Past, Present, and Future
Pharo DataFrame: Past, Present, and FuturePharo DataFrame: Past, Present, and Future
Pharo DataFrame: Past, Present, and Future
ESUG
 
thisContext in the Debugger
thisContext in the DebuggerthisContext in the Debugger
thisContext in the Debugger
ESUG
 
Websockets for Fencing Score
Websockets for Fencing ScoreWebsockets for Fencing Score
Websockets for Fencing Score
ESUG
 
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
ESUG
 
Advanced Object- Oriented Design Mooc
Advanced Object- Oriented Design MoocAdvanced Object- Oriented Design Mooc
Advanced Object- Oriented Design Mooc
ESUG
 
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
ESUG
 

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

Liberarsi dai framework con i Web Component.pptx
Liberarsi dai framework con i Web Component.pptxLiberarsi dai framework con i Web Component.pptx
Liberarsi dai framework con i Web Component.pptx
Massimo Artizzu
 
DECODING JAVA THREAD DUMPS: MASTER THE ART OF ANALYSIS
DECODING JAVA THREAD DUMPS: MASTER THE ART OF ANALYSISDECODING JAVA THREAD DUMPS: MASTER THE ART OF ANALYSIS
DECODING JAVA THREAD DUMPS: MASTER THE ART OF ANALYSIS
Tier1 app
 
J-Spring 2024 - Going serverless with Quarkus, GraalVM native images and AWS ...
J-Spring 2024 - Going serverless with Quarkus, GraalVM native images and AWS ...J-Spring 2024 - Going serverless with Quarkus, GraalVM native images and AWS ...
J-Spring 2024 - Going serverless with Quarkus, GraalVM native images and AWS ...
Bert Jan Schrijver
 
UI5con 2024 - Boost Your Development Experience with UI5 Tooling Extensions
UI5con 2024 - Boost Your Development Experience with UI5 Tooling ExtensionsUI5con 2024 - Boost Your Development Experience with UI5 Tooling Extensions
UI5con 2024 - Boost Your Development Experience with UI5 Tooling Extensions
Peter Muessig
 
Modelling Up - DDDEurope 2024 - Amsterdam
Modelling Up - DDDEurope 2024 - AmsterdamModelling Up - DDDEurope 2024 - Amsterdam
Modelling Up - DDDEurope 2024 - Amsterdam
Alberto Brandolini
 
KuberTENes Birthday Bash Guadalajara - Introducción a Argo CD
KuberTENes Birthday Bash Guadalajara - Introducción a Argo CDKuberTENes Birthday Bash Guadalajara - Introducción a Argo CD
KuberTENes Birthday Bash Guadalajara - Introducción a Argo CD
rodomar2
 
如何办理(hull学位证书)英国赫尔大学毕业证硕士文凭原版一模一样
如何办理(hull学位证书)英国赫尔大学毕业证硕士文凭原版一模一样如何办理(hull学位证书)英国赫尔大学毕业证硕士文凭原版一模一样
如何办理(hull学位证书)英国赫尔大学毕业证硕士文凭原版一模一样
gapen1
 
Benefits of Artificial Intelligence in Healthcare!
Benefits of  Artificial Intelligence in Healthcare!Benefits of  Artificial Intelligence in Healthcare!
Benefits of Artificial Intelligence in Healthcare!
Prestware
 
一比一原版(sdsu毕业证书)圣地亚哥州立大学毕业证如何办理
一比一原版(sdsu毕业证书)圣地亚哥州立大学毕业证如何办理一比一原版(sdsu毕业证书)圣地亚哥州立大学毕业证如何办理
一比一原版(sdsu毕业证书)圣地亚哥州立大学毕业证如何办理
kgyxske
 
一比一原版(USF毕业证)旧金山大学毕业证如何办理
一比一原版(USF毕业证)旧金山大学毕业证如何办理一比一原版(USF毕业证)旧金山大学毕业证如何办理
一比一原版(USF毕业证)旧金山大学毕业证如何办理
dakas1
 
Webinar On-Demand: Using Flutter for Embedded
Webinar On-Demand: Using Flutter for EmbeddedWebinar On-Demand: Using Flutter for Embedded
Webinar On-Demand: Using Flutter for Embedded
ICS
 
UI5con 2024 - Keynote: Latest News about UI5 and it’s Ecosystem
UI5con 2024 - Keynote: Latest News about UI5 and it’s EcosystemUI5con 2024 - Keynote: Latest News about UI5 and it’s Ecosystem
UI5con 2024 - Keynote: Latest News about UI5 and it’s Ecosystem
Peter Muessig
 
WWDC 2024 Keynote Review: For CocoaCoders Austin
WWDC 2024 Keynote Review: For CocoaCoders AustinWWDC 2024 Keynote Review: For CocoaCoders Austin
WWDC 2024 Keynote Review: For CocoaCoders Austin
Patrick Weigel
 
Enums On Steroids - let's look at sealed classes !
Enums On Steroids - let's look at sealed classes !Enums On Steroids - let's look at sealed classes !
Enums On Steroids - let's look at sealed classes !
Marcin Chrost
 
Why Apache Kafka Clusters Are Like Galaxies (And Other Cosmic Kafka Quandarie...
Why Apache Kafka Clusters Are Like Galaxies (And Other Cosmic Kafka Quandarie...Why Apache Kafka Clusters Are Like Galaxies (And Other Cosmic Kafka Quandarie...
Why Apache Kafka Clusters Are Like Galaxies (And Other Cosmic Kafka Quandarie...
Paul Brebner
 
一比一原版(UMN毕业证)明尼苏达大学毕业证如何办理
一比一原版(UMN毕业证)明尼苏达大学毕业证如何办理一比一原版(UMN毕业证)明尼苏达大学毕业证如何办理
一比一原版(UMN毕业证)明尼苏达大学毕业证如何办理
dakas1
 
Everything You Need to Know About X-Sign: The eSign Functionality of XfilesPr...
Everything You Need to Know About X-Sign: The eSign Functionality of XfilesPr...Everything You Need to Know About X-Sign: The eSign Functionality of XfilesPr...
Everything You Need to Know About X-Sign: The eSign Functionality of XfilesPr...
XfilesPro
 
Mobile App Development Company In Noida | Drona Infotech
Mobile App Development Company In Noida | Drona InfotechMobile App Development Company In Noida | Drona Infotech
Mobile App Development Company In Noida | Drona Infotech
Drona Infotech
 
Enhanced Screen Flows UI/UX using SLDS with Tom Kitt
Enhanced Screen Flows UI/UX using SLDS with Tom KittEnhanced Screen Flows UI/UX using SLDS with Tom Kitt
Enhanced Screen Flows UI/UX using SLDS with Tom Kitt
Peter Caitens
 
INTRODUCTION TO AI CLASSICAL THEORY TARGETED EXAMPLES
INTRODUCTION TO AI CLASSICAL THEORY TARGETED EXAMPLESINTRODUCTION TO AI CLASSICAL THEORY TARGETED EXAMPLES
INTRODUCTION TO AI CLASSICAL THEORY TARGETED EXAMPLES
anfaltahir1010
 

Recently uploaded (20)

Liberarsi dai framework con i Web Component.pptx
Liberarsi dai framework con i Web Component.pptxLiberarsi dai framework con i Web Component.pptx
Liberarsi dai framework con i Web Component.pptx
 
DECODING JAVA THREAD DUMPS: MASTER THE ART OF ANALYSIS
DECODING JAVA THREAD DUMPS: MASTER THE ART OF ANALYSISDECODING JAVA THREAD DUMPS: MASTER THE ART OF ANALYSIS
DECODING JAVA THREAD DUMPS: MASTER THE ART OF ANALYSIS
 
J-Spring 2024 - Going serverless with Quarkus, GraalVM native images and AWS ...
J-Spring 2024 - Going serverless with Quarkus, GraalVM native images and AWS ...J-Spring 2024 - Going serverless with Quarkus, GraalVM native images and AWS ...
J-Spring 2024 - Going serverless with Quarkus, GraalVM native images and AWS ...
 
UI5con 2024 - Boost Your Development Experience with UI5 Tooling Extensions
UI5con 2024 - Boost Your Development Experience with UI5 Tooling ExtensionsUI5con 2024 - Boost Your Development Experience with UI5 Tooling Extensions
UI5con 2024 - Boost Your Development Experience with UI5 Tooling Extensions
 
Modelling Up - DDDEurope 2024 - Amsterdam
Modelling Up - DDDEurope 2024 - AmsterdamModelling Up - DDDEurope 2024 - Amsterdam
Modelling Up - DDDEurope 2024 - Amsterdam
 
KuberTENes Birthday Bash Guadalajara - Introducción a Argo CD
KuberTENes Birthday Bash Guadalajara - Introducción a Argo CDKuberTENes Birthday Bash Guadalajara - Introducción a Argo CD
KuberTENes Birthday Bash Guadalajara - Introducción a Argo CD
 
如何办理(hull学位证书)英国赫尔大学毕业证硕士文凭原版一模一样
如何办理(hull学位证书)英国赫尔大学毕业证硕士文凭原版一模一样如何办理(hull学位证书)英国赫尔大学毕业证硕士文凭原版一模一样
如何办理(hull学位证书)英国赫尔大学毕业证硕士文凭原版一模一样
 
Benefits of Artificial Intelligence in Healthcare!
Benefits of  Artificial Intelligence in Healthcare!Benefits of  Artificial Intelligence in Healthcare!
Benefits of Artificial Intelligence in Healthcare!
 
一比一原版(sdsu毕业证书)圣地亚哥州立大学毕业证如何办理
一比一原版(sdsu毕业证书)圣地亚哥州立大学毕业证如何办理一比一原版(sdsu毕业证书)圣地亚哥州立大学毕业证如何办理
一比一原版(sdsu毕业证书)圣地亚哥州立大学毕业证如何办理
 
一比一原版(USF毕业证)旧金山大学毕业证如何办理
一比一原版(USF毕业证)旧金山大学毕业证如何办理一比一原版(USF毕业证)旧金山大学毕业证如何办理
一比一原版(USF毕业证)旧金山大学毕业证如何办理
 
Webinar On-Demand: Using Flutter for Embedded
Webinar On-Demand: Using Flutter for EmbeddedWebinar On-Demand: Using Flutter for Embedded
Webinar On-Demand: Using Flutter for Embedded
 
UI5con 2024 - Keynote: Latest News about UI5 and it’s Ecosystem
UI5con 2024 - Keynote: Latest News about UI5 and it’s EcosystemUI5con 2024 - Keynote: Latest News about UI5 and it’s Ecosystem
UI5con 2024 - Keynote: Latest News about UI5 and it’s Ecosystem
 
WWDC 2024 Keynote Review: For CocoaCoders Austin
WWDC 2024 Keynote Review: For CocoaCoders AustinWWDC 2024 Keynote Review: For CocoaCoders Austin
WWDC 2024 Keynote Review: For CocoaCoders Austin
 
Enums On Steroids - let's look at sealed classes !
Enums On Steroids - let's look at sealed classes !Enums On Steroids - let's look at sealed classes !
Enums On Steroids - let's look at sealed classes !
 
Why Apache Kafka Clusters Are Like Galaxies (And Other Cosmic Kafka Quandarie...
Why Apache Kafka Clusters Are Like Galaxies (And Other Cosmic Kafka Quandarie...Why Apache Kafka Clusters Are Like Galaxies (And Other Cosmic Kafka Quandarie...
Why Apache Kafka Clusters Are Like Galaxies (And Other Cosmic Kafka Quandarie...
 
一比一原版(UMN毕业证)明尼苏达大学毕业证如何办理
一比一原版(UMN毕业证)明尼苏达大学毕业证如何办理一比一原版(UMN毕业证)明尼苏达大学毕业证如何办理
一比一原版(UMN毕业证)明尼苏达大学毕业证如何办理
 
Everything You Need to Know About X-Sign: The eSign Functionality of XfilesPr...
Everything You Need to Know About X-Sign: The eSign Functionality of XfilesPr...Everything You Need to Know About X-Sign: The eSign Functionality of XfilesPr...
Everything You Need to Know About X-Sign: The eSign Functionality of XfilesPr...
 
Mobile App Development Company In Noida | Drona Infotech
Mobile App Development Company In Noida | Drona InfotechMobile App Development Company In Noida | Drona Infotech
Mobile App Development Company In Noida | Drona Infotech
 
Enhanced Screen Flows UI/UX using SLDS with Tom Kitt
Enhanced Screen Flows UI/UX using SLDS with Tom KittEnhanced Screen Flows UI/UX using SLDS with Tom Kitt
Enhanced Screen Flows UI/UX using SLDS with Tom Kitt
 
INTRODUCTION TO AI CLASSICAL THEORY TARGETED EXAMPLES
INTRODUCTION TO AI CLASSICAL THEORY TARGETED EXAMPLESINTRODUCTION TO AI CLASSICAL THEORY TARGETED EXAMPLES
INTRODUCTION TO AI CLASSICAL THEORY TARGETED EXAMPLES
 

Ad-hoc Runtime Object Structure Visualizations with MetaLinks