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% !TEX encoding = UTF-8
% !TEX spellcheck = en_GB
\documentclass[aspectratio=169,compress]{beamer}
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% TODO: Titles Must Be Titlecase.
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% Basic packages
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\usepackage{pgfpages}
\usepackage{listings}
\usepackage[utf8]{inputenc}
\usepackage[spanish,english]{babel}
\usepackage{graphicx}
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\usepackage{xcolor}
\usepackage{soul}
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% Color definitions
\definecolor{criterion}{rgb}{1,0,0}
\definecolor{light-gray}{gray}{0.8}
\definecolor{color1}{rgb}{1,0.5,0}
\definecolor{color2}{rgb}{0.9,0.2,0}
\definecolor{hasExcClr}{rgb}{0,0.5,0}
\definecolor{lightgreen}{RGB}{144,238,144}
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% Bibliography settings
\usepackage[backend=bibtex,style=alphabetic,citestyle=alphabetic-verb]{biblatex}
\bibliography{biblio.bib}
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% Graphics to create step-by-step graphs
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\usepackage{tikz}
\usetikzlibrary{shapes,arrows}
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% Beamer theme
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% \usetheme{beamertheme-bjeldbak/bjeldbak}
\setbeamertemplate{note page}[plain]
% \setbeameroption{show notes on second screen=right}
\usetheme{-bjeldbak/beamerthemebjeldbak}
% \usetheme{Madrid}
% \usecolortheme{whale}
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% Document metadata
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% \title[Program slicing with exceptions]{Fragmentación de programas con excepciones}
\title{Program slicing with exception handling}
\date{Dec 18th, 2019}
\author[C. Galindo]{Carlos S. Galindo Jiménez}
\institute[UPV]{
Universidad Politécnica de Valencia
}
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% Escapable listing environment
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\lstnewenvironment{java}[1][]{
\lstset{language=[LaTeX]TeX}\lstset{escapeinside={(*@}{@*)},
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numbers=left,
numberstyle=\tiny,
stepnumber=1,
numbersep=5pt,
breaklines=true,
%firstnumber=last,
%frame=tblr,
tabsize=2,
framesep=5pt,
basicstyle=\small\ttfamily,
showstringspaces=false,
%identifierstyle=\ttfamily,
stringstyle=\color{maroon},
commentstyle=\color{black},
rulecolor=\color{black},
xleftmargin=0pt,
xrightmargin=0pt,
aboveskip=\medskipamount,
belowskip=\medskipamount,
backgroundcolor=\color{white}, #1
}}{}
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\begin{document}
\input{listings-config}
\maketitle
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\begin{frame}{Table of Contents}
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\tableofcontents
\end{frame}
\section{Introduction}
\subsection{Program slicing}
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\begin{frame}[fragile]{Program slicing}
\begin{columns}
\column{0.5\textwidth}
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\begin{java}[gobble=16]
void f(int x) {
int sum = 0;
int prod = 0;
while (x > 0) {
sum += x;
prod *= x;
x--;
}
log("sum: " + sum);
log("prod: " + (*@\textcolor<2->{criterion}{prod}@*));
}
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\end{java}
\column<3->{0.5\textwidth}
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\begin{java}[gobble=16]
void f(int x) {
(*@\textcolor<4->{light-gray}{int sum = 0;}@*)
int prod = 0;
while (x > 0) {
(*@\textcolor<4->{light-gray}{sum += x;}@*)
prod *= x;
x--;
}
(*@\textcolor<4->{light-gray}{log("sum: " + sum);}@*)
log("prod: " + prod);
}
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\end{java}
\end{columns}
{\hfill Example adapted from \cite{Tip95}.}
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\end{frame}
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\begin{frame}[containsverbatim]{Program slicing}{Applications}
\begin{columns}
\column{0.5\linewidth}
\begin{itemize}
\item Debugging
\item Program specialization
\item Software maintenance
\item Code obfuscation
\item Dead code removal
\item Program parallelization
\end{itemize}
\column{0.5\linewidth}
\begin{java}[gobble=12]
void f(int x) {
(*@\textcolor{light-gray}{int sum = 0;}@*)
int prod = 0;
while (x > 0) {
(*@\textcolor{light-gray}{sum += x;}@*)
prod *= x;
x--;
}
(*@\textcolor{light-gray}{log("sum: " + sum);}@*)
log("prod: " + prod);
}
\end{java}
\end{columns}
% Clone detection (examenes, copyright)
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\end{frame}
\begin{frame}{Program slicing}{Metrics}
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\begin{description}
\item[\textbf{Completeness.}] The slice includes all instructions that are necessary.
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\item[\textbf{Correctness.}] The statements included affect the slicing criterion.
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\end{description}
\vfill
\definecolor{minimalcolor}{rgb}{0.8588235294117647,0.3803921568627451,0.0784313725490196}
\definecolor{programcolor}{rgb}{0.08235294117647059,0.396078431372549,0.7529411764705882}
\definecolor{slicecolor}{rgb}{0,0,0}
\pause
\begin{columns}
\column{0.25\textwidth}
Correct and complete: \\
\begin{tikzpicture}[line cap=round,line join=round,>=triangle 45]
\draw [line width=2pt,color=programcolor,fill=programcolor,fill opacity=0.25] (0,0) circle (4em);
\draw [line width=2pt,color=minimalcolor,fill=minimalcolor,fill opacity=0.4] (0,0) circle (2em);
\visible<3->{\draw [line width=1pt,dotted,color=slicecolor,fill=slicecolor,fill opacity=0.2] (0, 0) circle (2em);}
\end{tikzpicture}
\column{0.25\textwidth}
Correct and incomplete: \\
\begin{tikzpicture}[line cap=round,line join=round,>=triangle 45]
\draw [line width=2pt,color=programcolor,fill=programcolor,fill opacity=0.25] (0,0) circle (4em);
\draw [line width=2pt,color=minimalcolor,fill=minimalcolor,fill opacity=0.4] (0,0) circle (2em);
\visible<4->{\draw [line width=1pt,dotted,color=slicecolor,fill=slicecolor,fill opacity=0.2] (0, 0) circle (1.5em);}
\end{tikzpicture}
% \includegraphics[width=\textwidth]{}
\column{0.25\textwidth}
Incorrect and complete: \\
\begin{tikzpicture}[line cap=round,line join=round,>=triangle 45]
\draw [line width=2pt,color=programcolor,fill=programcolor,fill opacity=0.25] (0,0) circle (4em);
\draw [line width=2pt,color=minimalcolor,fill=minimalcolor,fill opacity=0.4] (0,0) circle (2em);
\visible<5->{\draw [line width=1pt,dotted,color=slicecolor,fill=slicecolor,fill opacity=0.2] (0, 0) circle (2.5em);}
\end{tikzpicture}
% \includegraphics[width=\textwidth]{}
\column{0.25\textwidth}
Incorrect and incomplete: \\
\begin{tikzpicture}[line cap=round,line join=round,>=triangle 45]
\draw [line width=2pt,color=programcolor,fill=programcolor,fill opacity=0.25] (0,0) circle (4em);
\draw [line width=2pt,color=minimalcolor,fill=minimalcolor,fill opacity=0.4] (0,0) circle (2em);
\visible<6->{\draw [line width=1pt,dotted,color=slicecolor,fill=slicecolor,fill opacity=0.2] (1em, 1em) circle (2em);}
\end{tikzpicture}
% \includegraphics[width=\textwidth]{}
\end{columns}
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\end{frame}
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\subsection{The System Dependence Graph}
\begin{frame}[fragile]{The System Dependence Graph}{Creation}
% \item Código a un lado
% \item Aparecen nodos que corresponden a statements
% \item Aparecen arcos (control y data o por pasos).
% \item Añadir in-out
% \item No añadir la llamada
\begin{columns}
\column{0.20\textwidth}
\begin{java}[basicstyle=\scriptsize\ttfamily,numberstyle=\tiny]
void f(int x) {
int sum = 0;
int prod = 0;
while (x>0) {
sum += sum;
prod*=prod;
x--;
}
log(sum);
log(prod);
}
\end{java}
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\column{0.8\textwidth}<+->
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\centering
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% TODO: leyenda de data dependence
\includegraphics<+>[width=1.1\linewidth]{figs/example-sdg-1}
\includegraphics<+>[width=1.1\linewidth]{figs/example-sdg-2}
\includegraphics<+>[width=1.1\linewidth]{figs/example-sdg-3}
\includegraphics<+>[width=1.1\linewidth]{figs/example-sdg-4}
\includegraphics<+>[width=1.1\linewidth]{figs/example-sdg-5}
\includegraphics<+>[width=1.1\linewidth]{figs/example-sdg-6}
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\end{columns}
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\end{frame}
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\begin{frame}[fragile]{The System Dependence Graph}{Traversal}
\begin{columns}
\column{0.20\textwidth}
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\begin{java}[basicstyle=\scriptsize\ttfamily\color<2->{light-gray},numberstyle=\tiny\color{black},gobble=12]
(*@\textcolor<4->{black}{void f(}@*)(*@\textcolor<8->{black}{int x}@*)(*@\textcolor<4->{black}{) \{}@*)
int sum = 0;
(*@\textcolor<4->{black}{int prod = 0;}@*)
(*@\textcolor<6->{black}{while (x>0) \{}@*)
sum += sum;
(*@\textcolor<4->{black}{prod*=prod;}@*)
(*@\textcolor<8->{black}{x--;}@*)
(*@\textcolor<6->{black}{\}}@*)
log(sum);
(*@\textcolor<2->{black}{log(\textcolor<1>{criterion}{prod});}@*)
(*@\textcolor<4->{black}{\}}@*)
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\end{java}
\column{0.8\textwidth}
\centering
\includegraphics<1>[width=1.1\linewidth]{figs/example-sdg} % original graph
\includegraphics<2>[width=1.1\linewidth]{figs/example-slice-1} % SC marked
\includegraphics<3>[width=1.1\linewidth]{figs/example-slice-2} % edges
\includegraphics<4>[width=1.1\linewidth]{figs/example-slice-3} % add 1, 3, 6
\includegraphics<5>[width=1.1\linewidth]{figs/example-slice-4} % edges
\includegraphics<6>[width=1.1\linewidth]{figs/example-slice-5} % add 4
\includegraphics<7>[width=1.1\linewidth]{figs/example-slice-6} % edges
\includegraphics<8>[width=1.1\linewidth]{figs/example-slice-7} % add 7, x
\includegraphics<9>[width=1.1\linewidth]{figs/example-slice-8} % edges
\includegraphics<10->[width=1.1\linewidth]{figs/example-slice} % final slice
\end{columns}
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\end{frame}
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\subsection{Exception handling}
\begin{frame}[fragile]{Exception Handling Systems}{Java}
\begin{columns}
\column{0.5\textwidth}
\begin{java}[tabsize=2,gobble=12]
void main() {
(*@\textcolor<5->{color1}{try}@*) {
f();
} (*@\textcolor<5->{color1}{catch}@*) ((*@\textcolor<6>{color1}{Exception e}@*)) {
log("caught exception");
} (*@\textcolor<5->{color1}{catch}@*) ((*@\textcolor<6>{color1}{Throwable e}@*)) {
log("caught throwable");
}
}
\end{java}
\column{0.5\textwidth}
\begin{java}[firstnumber=10,tabsize=2,gobble=12]
void f() (*@\textcolor<4>{color1}{throws Throwable}@*) {
switch(x) {
case A:
log("no error");
break;
case B:
(*@\textcolor<2-4>{color1}{throw}@*) (*@\textcolor<3-4>{color1}{new Exception()}@*);
default:
(*@\textcolor<2-4>{color1}{throw}@*) (*@\textcolor<3-4>{color1}{new Throwable()}@*);
}
}
\end{java}
\end{columns}
\end{frame}
% TODO: possible animation; selecting each named exception and explaining its contents, then splitting into checked/unchecked.
% TODO: título: jerarquía de herencia
\begin{frame}{Exception Handling Systems}{Java}
\begin{columns}
\column{0.5\textwidth}
\begin{center}
\includegraphics[height=0.85\textheight]{figs/exception-hierarchy}
\end{center}
\column{0.5\textwidth}
\begin{itemize}
\item \textit{Checked} (solid): must be caught (\texttt{try-catch}) or declared (\texttt{f() throws T}).
\item \textit{Unchecked} (dashed).
\end{itemize}
\end{columns}
\end{frame}
% TODO: iluminar las que si en otro color
\begin{frame}{Exception Handling Systems}{Other programming languages}
\begin{table}
\begin{columns}
\column{0.6\linewidth}
\centering
\begin{tabular}{r | r }
\textbf{Language} & $\%$ usage \\ \hline
\textcolor<2->{hasExcClr}{JavaScript} & 69.7 \\ \hline
\textcolor<3->{color2}{HTML/CSS} & 63.1 \\ \hline
\textcolor<3->{color2}{SQL} & 56.5 \\ \hline
\textcolor<2->{hasExcClr}{Python} & 39.4 \\ \hline
\textcolor<2->{hasExcClr}{Java} & 39.2 \\ \hline
\textcolor<3->{color2}{Bash/Shell}/\textcolor<2->{hasExcClr}{PowerShell} & 37.9 \\ \hline
\textcolor<2->{hasExcClr}{C\#} & 31.9 \\ \hline
\textcolor<2->{hasExcClr}{PHP} & 25.8 \\ \hline
\textcolor<2->{hasExcClr}{TypeScript} & 23.5 \\ \hline
\textcolor<2->{hasExcClr}{C++} & 20.4 \\ \hline
\end{tabular}
\column{0.4\linewidth}
\begin{tabular}{r | r }
\textbf{Language} & $\%$ usage \\ \hline
\textcolor<3->{color2}{C} & 17.3 \\ \hline
\textcolor<2->{hasExcClr}{Ruby} & 8.9 \\ \hline
\textcolor<3->{color2}{Go} & 8.8 \\ \hline
\textcolor<2->{hasExcClr}{Swift} & 6.8 \\ \hline
\textcolor<2->{hasExcClr}{Kotlin} & 6.6 \\ \hline
\textcolor<2->{hasExcClr}{R} & 5.6 \\ \hline
\textcolor<3->{color2}{VBA} & 5.5 \\ \hline
\textcolor<2->{hasExcClr}{Objective-C} & 5.2 \\ \hline
\textcolor<3->{color2}{Assembly} & 5.0 \\ \hline
\end{tabular}
\end{columns}
\caption[Commonly used programming languages]{Programming language by usage in the software industry (StackOverflow's 2019 Developer Survey)}
\label{tab:popular-languages}
\end{table}
\end{frame}
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\section{Problems and proposals}
\subsection{Problem 1: incorrect slices with nested unconditional jumps}
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\begin{frame}[fragile]{Problem 1}{The subsumption correctness error}
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\begin{minipage}{0.39\linewidth}
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\begin{java}[gobble=8]
public void f() {
while (X) {
if (Y) {
(*@\textcolor<4->{light-gray}{if (Z) \{}@*)
(*@\textcolor<3->{light-gray}{A;}@*)
(*@\textcolor<4->{light-gray}{break;}@*)
(*@\textcolor<4->{light-gray}{\}}@*)
(*@\textcolor<3->{light-gray}{B;}@*)
break;
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}
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(*@\textcolor<2->{criterion}{C}@*);
}
(*@\textcolor<3->{light-gray}{D;}@*)
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}
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\end{java}
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\end{minipage}
\begin{minipage}{0.59\linewidth}
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\includegraphics<2>[width=0.9\linewidth]{figs/problem1}
\includegraphics<3->[width=0.9\linewidth]{figs/problem1-sliced}
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\end{minipage}
\end{frame}
\begin{frame}{Problem 1: proposed solution}{The subsumption correctness error}
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\begin{columns}
\column{0.5\textwidth}
\begin{enumerate}
\item Identify edges caused by unconditional jumps. \pause
\item Remove from $E_c$ all $(a, b)$ such that $(a', b) \in E_c \wedge a', b \in J \wedge (a', b), (a, b) \in E_{a'}$
\\ $J$: unconditional jumps
\\ $E_c$: control edges
\\ $E_{a'}$: edges caused by $a'$
\end{enumerate}
\column{0.5\textwidth}
\includegraphics<3>[width=0.9\linewidth]{figs/problem1-solution}
\includegraphics<4->[width=0.9\linewidth]{figs/problem1-solution-sliced}
\end{columns}
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\end{frame}
\subsection{Problem 2: incorrect weak slices}
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\begin{frame}[fragile]{Problem 2}{Unnecessary instructions in weak slicing}
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\begin{minipage}{0.33\linewidth}
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\begin{java}[gobble=12]
void g() {
int a = 1;
while (a > 0) {
(*@\textcolor<3->{light-gray}{if (a > 10)}@*)
(*@\textcolor<3->{light-gray}{break;}@*)
(*@\textcolor{red}{a}@*)++;
}
(*@\textcolor<2->{light-gray}{log(a);}@*)
}
\end{java}
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\end{minipage}
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\begin{minipage}{0.66\textwidth}
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\centering
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\includegraphics<2->[width=0.5\textwidth]{figs/problem2}
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\end{minipage}
\end{frame}
\begin{frame}{Problem 2: proposed solution}{Unnecessary instructions in weak slicing}
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\begin{columns}
\column{0.5\textwidth}
\begin{enumerate}
\item Remove all forward-jumping unconditional jump's nodes.
\pause[3] \item Traverse the graph.
\pause \item Re-add all nodes removed if there is any statement in the slice after their destination.
\pause \item If (3) changed the graph, goto (2).
\end{enumerate}
\column{0.5\textwidth}
\includegraphics<1>[width=0.7\linewidth]{figs/problem2-sol1}
\includegraphics<2>[width=0.7\linewidth]{figs/problem2-sol2}
\includegraphics<3-5>[width=0.7\linewidth]{figs/problem2-sol3}
\includegraphics<6>[width=0.7\linewidth]{figs/problem2-sol4}
\end{columns}
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\end{frame}
\subsection{Problem 3: incomplete \texttt{catch} treatment}
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\begin{frame}[fragile]{Problem 3}{The Lack of Dependencies of \texttt{catch} Statements}
\begin{columns}
\column{0.4\textwidth}
\begin{java}[gobble=12,basicstyle=\scriptsize\ttfamily]
int x;
void main() (*@\alt<6>{\fcolorbox{black}{pink}{throws Exception}}{throws Exception}@*) {
try {
(*@\alt<3-4>{\fcolorbox{black}{lightgreen}{f()}}{f()}@*);
} (*@\textcolor<11->{light-gray}{\alt<4>{\fcolorbox{black}{pink}{catch (Exception e)}}{catch (Exception e)} \{}@*)
(*@\textcolor<8,11->{light-gray}{log("error");}@*)
(*@\textcolor<11->{light-gray}{\}}@*)
(*@\visible<9->{\alt<9>{\fcolorbox{black}{lightgreen}{x = 0;}}{x = 0;}}@*)
(*@\alt<5-6>{\fcolorbox{black}{lightgreen}{f()}}{f()}@*);
}
void f() throws Exception {
x++;
if (x > 0)
throw new Exception();
log((*@\textcolor{criterion}{x}@*));
}
\end{java}
\column<+->{0.6\textwidth}
\includegraphics<+>[width=1.1\textwidth]{figs/problem3-data-edge}
\includegraphics<+>[width=1.1\textwidth]{figs/problem3-data-edge-color-f1}
\includegraphics<+>[width=1.1\textwidth]{figs/problem3-data-edge-color-f1-error}
\includegraphics<+>[width=1.1\textwidth]{figs/problem3-data-edge-color-f2}
\includegraphics<+>[width=1.1\textwidth]{figs/problem3-data-edge-color-f2-error}
\includegraphics<+>[width=1.1\textwidth]{figs/problem3-data-edge}
\includegraphics<+>[width=1.1\textwidth]{figs/problem3-data-edge-sliced}
\includegraphics<+>[width=1.1\textwidth]{figs/problem3-color-x0}
\includegraphics<+>[width=1.1\textwidth]{figs/problem3}
\includegraphics<+>[width=1.1\textwidth]{figs/problem3-sliced}
\end{columns}
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\end{frame}
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% \begin{frame}[fragile,label=p3]{Problem 3}{The lack of dependencies of \texttt{catch} statements}
% \begin{columns}
% \column{0.4\textwidth}
% \begin{java}[gobble=12,basicstyle=\scriptsize\ttfamily]
% void main() throws Exception {
% try {
% f();
% } (*@\textcolor<2->{light-gray}{catch (Exception e) \{}@*)
% (*@\textcolor<2->{light-gray}{log("error");}@*)
% (*@\textcolor<2->{light-gray}{\}}@*)
% x = 0;
% f();
% }
% void f() throws Exception {
% x++;
% if (x < 0)
% throw new Exception();
% log((*@\textcolor{criterion}{x}@*));
% }
% \end{java}
% % TODO: highlight each section of the graph.
% \column{0.6\textwidth}
% \includegraphics<1>[height=0.9\textheight]{figs/problem3}
% \includegraphics<2>[height=0.9\textheight]{figs/problem3-sliced}
% \end{columns}
% \end{frame}
% % TODO: reorder, good approach, error, solution
% \begin{frame}{Problem 3}{The lack of dependencies of \texttt{catch} statements}
% \centering
% \includegraphics<+>[height=0.9\textheight]{figs/problem3}
% \includegraphics<+>[height=0.9\textheight]{figs/problem3-data-edge}
% \includegraphics<+>[height=0.9\textheight]{figs/problem3-data-edge-sliced}
% \end{frame}
% \againframe<1>{p3}
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\begin{frame}{Problem 3: proposed solution}{The lack of dependencies of \texttt{catch} statements}
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\centering
\includegraphics<+>[height=0.9\textheight]{figs/problem3}
\includegraphics<+>[height=0.9\textheight]{figs/problem3-color}
\includegraphics<+>[height=0.9\textheight]{figs/problem3-sol-color}
\includegraphics<+>[height=0.9\textheight]{figs/problem3-sol}
\includegraphics<+>[height=0.9\textheight]{figs/problem3-sol-sliced}
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\end{frame}
\section{Conclusions}
\begin{frame}{Conclusions}
\begin{itemize}
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\item<+-> Program slicing: a powerful technique, not yet complete for commonly used programming languages.
\item Efficiency vs. completeness and correctness.
\item<+-> Results: 3 problems and proposed solutions.
% \begin{itemize}
% \item
% \item Problem 1: submitted to LCTES 2020 (ACM SIGPLAN Languages, Compilers and Tools for Embedded Systems).
% \end{itemize}
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\end{itemize}
\end{frame}
\begin{frame}{Future work}
\begin{itemize}
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% \item Publish Problem 2 and Problem 3.
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\item Improve correctness of \texttt{try-catch}.
\item Implement into existing software tools, benchmark against state of the art.
\item Adapt to other variants of program slicing.
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\item Redefine control dependence (extend Danicic's work \cite{DanBHHKL11}), \textit{execution dependence} vs. \textit{presence dependence}.
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\end{itemize}
\end{frame}
\appendix
% \section*{Extra slides}
\begin{frame}[noframenumbering]{Related work}
Change to state of the art and move to introduction
\begin{itemize}
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\item 1988: Horwitz, Reps and Ball \cite{HorwitzRB88} present the SDG.
\item 1993: Ball and Horwitz \cite{BalH93} present SDG with unconditional jumps
\item 1998: Sinha and Harrold \cite{SinH98,SinHR99} present SDG with exceptions.
\item 2003: Allen and Horwitz \cite{AllH03} improves \cite{SinH98}.
\pause
\item 2004: Jo and Chang \cite{JoC04} present an alternative construction of the graph (not demonstrated, not an improvement).
\item 2006: Jiang et al. \cite{JiaZSJ06} propose a solution for C++, not applicable.
\item 2011: Prabhy, Maeda and Blakrishnan \cite{PraMB11} propose another solution for C++, no notable improvement.
\item 2011: Jie and Shu-juan \cite{JieS11} introduce Object-Oriented + Exception SDG, same errors as \cite{AllH03}.
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\end{itemize}
\end{frame}
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\begin{frame}[noframenumbering]{Program slicing}{Strong and Weak Slices}
\begin{definition}[Strong slice \cite{Wei81}]
Given a program $P$, its slice $S$ w.r.t. a slicing criterion $SC$ is a subset of the statements ($S \subseteq P$) such that the execution of $S$ yields the same sequence of values on $SC$ as the execution of $P$.
\end{definition}
\begin{definition}[Weak slice \cite{BinG96}]
Given a program $P$, its slice $S$ w.r.t. a slicing criterion $SC$ is a subset of the statements ($S \subseteq P$) such that the execution of $S$ yields a sequence of values on $SC$ ($\textit{seq}_S$), the execution of $P$ yields a sequence of values on $SC$ ($\textit{seq}_P$), and $\textit{seq}_P$ is a prefix of $\textit{seq}_S$.
\end{definition}
\end{frame}
\begin{frame}[noframenumbering]{Program Slicing}{Strong and Weak Slices: Example}
\begin{table}
\centering
\label{tab:slice-weak}
\begin{tabular}{r | r | r | r | r | r }
Original program & 1 & 2 & 6 & - & - \\ \hline
Slice A & 1 & 2 & 6 & - & - \\ \hline
Slice B & 1 & 2 & 6 & 24 & 120 \\ \hline
Slice C & 1 & 1 & 1 & 1 & 1 \\
\end{tabular}
\caption{Sequences of values produced on the slicing criterion.}
\end{table}
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\end{frame}
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\begin{frame}[noframenumbering,allowframebreaks]{Bibliography}
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\printbibliography
\end{frame}
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\end{document}