2011-10-17T12:10:51
PT11H25M40S
115
2018-05-15T14:06:54.507435087
LibreOffice/6.0.4.1$Linux_X86_64 LibreOffice_project/00m0$Build-1

# Data-Mining for Software Engineering:Nearest Neighbors

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An introduction to Java source code analysis and transformation with Spoon

Authors: the contributors of Spoon.

Feel free to remix and extend.

Pull requests welcome at https://github.com/INRIA/spoon/

Latest version at https://github.com/SpoonLabs/spoon-incubator/tree/master/doc

Spoon: What is it?

Spoon parses Java source code and creates an Abstract Syntax Tree (AST)

Usage for static analysis:

Eg Micro/Design pattern detection

Eg Architectural rule checking

Eg Metrics

Usage for source-to-source code transformation:

Eg Automatic instrumentation & logging

Eg Automatic refactoring

Eg Automatic repair

Very powerful API (better than JavaParser)

Abstract Syntax Tree

An Abstract Syntax Tree is a data structure representing source code. It abstracts over the raw parse tree or token sequence.

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Astract Syntax Tree

There can be many different ASTs for he same programming language

Typed vs untyped AST nodes

Use enum instead of classes

Different ways to traverse the AST

Read-only or read-write

The AST

Compilers have an (implicit | undocumented | unmodifiable) AST. Libraries exist to compute and manipulate ASTs.

Which AST is the best for Java?

Tools for analyzing Astract Syntax Trees

Software for Java AST

Spoon

SrcML

JDT

JavaC

IntelliJ AST

JavaParser

ANTLR

See also binary transformation:

Javassist, ASM, SOOT

Example: Spoon

Spoon provides Java ASTs:

That can be analyzed

That can be transformed

With a powerful API

Graphical understanding of an AST

java spoon.Launcher -g -i srcDir

public class Dojo {

public int b;

public double c;

void foo(Object t, int i) {

t.hashCode();

b=i+3;

b=i-5;

b=i-98;

b=b+i;

}

}

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Source Code Analysis

AST analysis

AST analysis is useful in a number of different use cases:

For implementing Lint tools / bad smells detection (similar to Lint, FindBugs, PMD, Checkstyle, JLint)

Verification of architectural rules & contracts

Only use constructor through factory

(similar to SonarQube rules)

Visualization

Eg “Visualizing Project Evolution through Abstract Syntax Tree Analysis”

Basics of AST Analysis with Spoon

// navigation

class.getFields()

field.getDefaultExpression()

if.getThenBranch();

method.getBody();

// queries

list1 = methodBody.getElements(new TypeFilter(CtAssignment.class));

// collecting all deprecated classes

list2 = rootPackage.getElements(new AnnotationFilter(Deprecated.class));

// creating a custom filter to select all public fields

list3 = rootPackage.getElements(

new AbstractFilter<CtField>(CtField.class) {

public boolean matches(CtField field) {

return field.getModifiers.contains(ModifierKind.PUBLIC);

}}

);

Spoon Analysis #1: Detecting empty catch blocks

public class CatchProcessor extends AbstractProcessor<CtCatch> {

public void process(CtCatch element) {

if (element.getBody().getStatements().size() == 0) {

getFactory().getEnvironment().report(this, Severity.WARNING,

element, "empty catch clause "

+element.getPosition().toString());

}

}

}

$ java -cp spoon.jar spoon.Launcher -i sourceFolder -p CatchProcessor

empty catch clause in Foo.java:312

Spoon Analysis #2: Detecting public fields

public class PublicFieldProcessorWarning extends AbstractProcessor<CtField<?>>{

@Override

public void process(CtField<?> arg0) {

if (arg0.hasModifier(ModifierKind.PUBLIC)) {

getEnvironment().report(this, Severity.WARNING, arg0,

"Found a public field");

}

}

}

Source Code Transformation

API for code transformation

A source code transformation tool provides you with an API.

Scope

Name

Description

generic

replace(element)

replaces an element by another one.

generic

insertBefore(element)

inserts the current element ("this") before another element in a code block.

generic

insertAfter(element)

inserts the current element ("this") after another element in a code block.

block

insertBegin(element)

adds an element at the begin of a code block.

block

insertEnd(element)

appends an element at the end of a code block.

throw

setThrownExpression(e)

sets the expression returning a throwable object.

assignment

setAssignment(e)

sets the expression to be assigned in a variable.

if

setElseStatement(stmt)

sets the "else" statement of an if/then/else.

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Excerpt of Spoon's transformation API

Spoon Transformation #1: adding not-null checks

public class NotNullCheckAdderProcessor extends

AbstractProcessor<CtParameter<?>> {

@Override

public boolean isToBeProcessed(CtParameter<?> element) {

return !element.getType().isPrimitive();// only for objects

}

public void process(CtParameter<?> element) {

// we declare a new snippet of code to be inserted

CtCodeSnippetStatement snippet = getFactory().Core().createCodeSnippetStatement();

// this snippet contains an if check

snippet.setValue("if(" + element.getSimpleName() + " == null "

+ ") throw new IllegalArgumentException(

\"[Spoon inserted check] null passed as parameter\");");

// we insert the snippet at the beginning of the method body

element.getParent(CtMethod.class).getBody().insertBegin(snippet);

}

}

Spoon Transformation #2 (driven by annotations)

public class Bound2Processor extends

AbstractAnnotationProcessor<Bound, CtParameter<?>> {

public void process(Bound annotation, CtParameter<?> element) {

// we declare a new snippet of code to be inserted

CtCodeSnippetStatement snippet = getFactory().Core()

.createCodeSnippetStatement();

// this snippet contains an if check

snippet.setValue("if("

+ element.getSimpleName() + " < " + annotation.min() + ")"

+" throw new RuntimeException(\"[Spoon check] Bound violation\");");

// we insert the snippet at the beginning of the method body

element.getParent(CtMethod.class).getBody().insertBegin(snippet);

} // end process

}

public @interface Bound {

double min();

}

public void openUserSpacePort(@Bound(min = 1025) int a) {

// code to open a port

}

Usage in Research

See https://scholar.google.com/scholar?hl=en&as_sdt=0,5&sciodt=0,5&cites=18020575005067751853&scipsc=&q=&scisbd=1

"Dynamic patch generation for null pointer exceptions using metaprogramming." Software Analysis, Evolution and Reengineering (SANER), 2017 IEEE 24th International Conference on. IEEE, 2017.

"Automatic inference of code transforms for patch generation." Proceedings of the 2017 11th Joint Meeting on Foundations of Software Engineering, ESEC/FSE. Vol. 2017. 2017.

"Visualizing Project Evolution through Abstract Syntax Tree Analysis." Software Visualization (VISSOFT), 2016 IEEE Working Conference on. IEEE, 2016.

"Investigating the energy impact of android smells." Software Analysis, Evolution and Reengineering (SANER), 2017 IEEE 24th International Conference on. IEEE, 2017.

"Automatic detection of GUI design smells: The case of blob listener." Proceedings of the 8th ACM SIGCHI Symposium on Engineering Interactive Computing Systems. ACM, 2016.

…..

Usage in Industry

See https://github.com/search?l=Maven+POM&o=desc&q=%22spoon-core%22&s=indexed&type=Code

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Spoon: key metrics

Old and mature

2200+ commits since 2006

Active on Github

500+ stars, 100 forks

39 contributors, 700+ issues

Top software engineering

Continuous integration, strong test discipline

100% of changes are code-reviewed (PR)

Emphasis on API stability over time