diff -r e93a9e74ca8e -r 4b208d81e002 coursework/cw0A.tex --- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/coursework/cw0A.tex Tue Sep 01 15:57:55 2020 +0100 @@ -0,0 +1,245 @@ +% !TEX program = xelatex +\documentclass{article} +\usepackage{../style} +\usepackage{../langs} + +\begin{document} + +\section*{Coursework (Strand 2)} + +\noindent This coursework is worth 20\% and is due on \cwISABELLE{} at +18:00. You are asked to prove the correctness of the regular expression +matcher from the lectures using the Isabelle theorem prover. You need to +submit a theory file containing this proof and also a document +describing your proof. The Isabelle theorem prover is available from + +\begin{center} +\url{http://isabelle.in.tum.de} +\end{center} + +\noindent This is an interactive theorem prover, meaning that +you can make definitions and state properties, and then help +the system with proving these properties. Sometimes the proofs +are also completely automatic. There is a shortish user guide for +Isabelle, called ``Programming and Proving in Isabelle/HOL'' +at + +\begin{center} +\url{http://isabelle.in.tum.de/documentation.html} +\end{center} + +\noindent +and also a longer (free) book at + +\begin{center} +\url{http://www.concrete-semantics.org} +\end{center} + +\noindent The Isabelle theorem prover is operated through the +jEdit IDE, which might not be an editor that is widely known. +JEdit is documented in + +\begin{center} +\url{http://isabelle.in.tum.de/dist/Isabelle2014/doc/jedit.pdf} +\end{center} + + +\noindent If you need more help or you are stuck somewhere, +please feel free to contact me (christian.urban at kcl.ac.uk). I +am one of the main developers of Isabelle and have used it for +approximately 16 years. One of the success stories of +Isabelle is the recent verification of a microkernel operating +system by an Australian group, see \url{http://sel4.systems}. +Their operating system is the only one that has been proved +correct according to its specification and is used for +application where high assurance, security and reliability is +needed (like in helicopters which fly over enemy territory). + + +\subsection*{The Task} + +In this coursework you are asked to prove the correctness of the +regular expression matcher from the lectures in Isabelle. The matcher +should be able to deal with the usual (basic) regular expressions + +\[ +\ZERO,\; \ONE,\; c,\; r_1 + r_2,\; r_1 \cdot r_2,\; r^* +\] + +\noindent +but also with the following extended regular expressions: + +\begin{center} +\begin{tabular}{ll} + $r^{\{n\}}$ & exactly $n$-times\\ + $r^{\{..m\}}$ & zero or more times $r$ but no more than $m$-times\\ + $r^{\{n..\}}$ & at least $n$-times $r$\\ + $r^{\{n..m\}}$ & at least $n$-times $r$ but no more than $m$-times\\ + $\sim{}r$ & not-regular-expression of $r$\\ +\end{tabular} +\end{center} + + +\noindent +You need to first specify what the matcher is +supposed to do and then to implement the algorithm. Finally you need +to prove that the algorithm meets the specification. The first two +parts are relatively easy, because the definitions in Isabelle will +look very similar to the mathematical definitions from the lectures or +the Scala code that is supplied at KEATS. For example very similar to +Scala, regular expressions are defined in Isabelle as an inductive +datatype: + +\begin{lstlisting}[language={},numbers=none] +datatype rexp = + ZERO +| ONE +| CHAR char +| SEQ rexp rexp +| ALT rexp rexp +| STAR rexp +\end{lstlisting} + +\noindent The meaning of regular expressions is given as +usual: + +\begin{center} +\begin{tabular}{rcl@{\hspace{10mm}}l} +$L(\ZERO)$ & $\dn$ & $\varnothing$ & \pcode{ZERO}\\ +$L(\ONE)$ & $\dn$ & $\{[]\}$ & \pcode{ONE}\\ +$L(c)$ & $\dn$ & $\{[c]\}$ & \pcode{CHAR}\\ +$L(r_1 + r_2)$ & $\dn$ & $L(r_1) \cup L(r_2)$ & \pcode{ALT}\\ +$L(r_1 \cdot r_2)$ & $\dn$ & $L(r_1) \,@\, L(r_2)$ & \pcode{SEQ}\\ +$L(r^*)$ & $\dn$ & $(L(r))^*$ & \pcode{STAR}\\ +\end{tabular} +\end{center} + +\noindent You would need to implement this function in order +to state the theorem about the correctness of the algorithm. +The function $L$ should in Isabelle take a \pcode{rexp} as +input and return a set of strings. Its type is +therefore + +\begin{center} +\pcode{L} \pcode{::} \pcode{rexp} $\Rightarrow$ \pcode{string set} +\end{center} + +\noindent Isabelle treats strings as an abbreviation for lists +of characters. This means you can pattern-match strings like +lists. The union operation on sets (for the \pcode{ALT}-case) +is a standard definition in Isabelle, but not the +concatenation operation on sets and also not the +star-operation. You would have to supply these definitions. +The concatenation operation can be defined in terms of the +append function, written \code{_ @ _} in Isabelle, for lists. +The star-operation can be defined as a ``big-union'' of +powers, like in the lectures, or directly as an inductive set. + +The functions for the matcher are shown in +Figure~\ref{matcher}. The theorem that needs to be proved is + +\begin{lstlisting}[numbers=none,language={},keywordstyle=\color{black}\ttfamily,mathescape] +theorem + "matches r s $\longleftrightarrow$ s $\in$ L r" +\end{lstlisting} + +\noindent which states that the function \emph{matches} is +true if and only if the string is in the language of the +regular expression. A proof for this lemma will need +side-lemmas about \pcode{nullable} and \pcode{der}. An example +proof in Isabelle that will not be relevant for the theorem +above is given in Figure~\ref{proof}. + +\begin{figure}[p] +\begin{lstlisting}[language={},keywordstyle=\color{black}\ttfamily,mathescape] +fun + nullable :: "rexp $\Rightarrow$ bool" +where + "nullable ZERO = False" +| "nullable ONE = True" +| "nullable (CHAR _) = False" +| "nullable (ALT r1 r2) = (nullable(r1) $\vee$ nullable(r2))" +| "nullable (SEQ r1 r2) = (nullable(r1) $\wedge$ nullable(r2))" +| "nullable (STAR _) = True" + +fun + der :: "char $\Rightarrow$ rexp $\Rightarrow$ rexp" +where + "der c ZERO = ZERO" +| "der c ONE = ZERO" +| "der c (CHAR d) = (if c = d then ONE else ZERO)" +| "der c (ALT r1 r2) = ALT (der c r1) (der c r2)" +| "der c (SEQ r1 r2) = + (if (nullable r1) then ALT (SEQ (der c r1) r2) (der c r2) + else SEQ (der c r1) r2)" +| "der c (STAR r) = SEQ (der c r) (STAR r)" + +fun + ders :: "rexp $\Rightarrow$ string $\Rightarrow$ rexp" +where + "ders r [] = r" +| "ders r (c # s) = ders (der c r) s" + +fun + matches :: "rexp $\Rightarrow$ string $\Rightarrow$ bool" +where + "matches r s = nullable (ders r s)" +\end{lstlisting} +\caption{The definition of the matcher algorithm in +Isabelle.\label{matcher}} +\end{figure} + +\begin{figure}[p] +\begin{lstlisting}[language={},keywordstyle=\color{black}\ttfamily,mathescape] +fun + zeroable :: "rexp $\Rightarrow$ bool" +where + "zeroable ZERO = True" +| "zeroable ONE = False" +| "zeroable (CHAR _) = False" +| "zeroable (ALT r1 r2) = (zeroable(r1) $\wedge$ zeroable(r2))" +| "zeroable (SEQ r1 r2) = (zeroable(r1) $\vee$ zeroable(r2))" +| "zeroable (STAR _) = False" + +lemma + "zeroable r $\longleftrightarrow$ L r = {}" +proof (induct) + case (ZERO) + have "zeroable ZERO" "L ZERO = {}" by simp_all + then show "zeroable ZERO $\longleftrightarrow$ (L ZERO = {})" by simp +next + case (ONE) + have "$\neg$ zeroable ONE" "L ONE = {[]}" by simp_all + then show "zeroable ONE $\longleftrightarrow$ (L ONE = {})" by simp +next + case (CHAR c) + have "$\neg$ zeroable (CHAR c)" "L (CHAR c) = {[c]}" by simp_all + then show "zeroable (CHAR c) $\longleftrightarrow$ (L (CHAR c) = {})" by simp +next + case (ALT r1 r2) + have ih1: "zeroable r1 $\longleftrightarrow$ L r1 = {}" by fact + have ih2: "zeroable r2 $\longleftrightarrow$ L r2 = {}" by fact + show "zeroable (ALT r1 r2) $\longleftrightarrow$ (L (ALT r1 r2) = {})" + using ih1 ih2 by simp +next + case (SEQ r1 r2) + have ih1: "zeroable r1 $\longleftrightarrow$ L r1 = {}" by fact + have ih2: "zeroable r2 $\longleftrightarrow$ L r2 = {}" by fact + show "zeroable (SEQ r1 r2) $\longleftrightarrow$ (L (SEQ r1 r2) = {})" + using ih1 ih2 by (auto simp add: Conc_def) +next + case (STAR r) + have "$\neg$ zeroable (STAR r)" "[] $\in$ L (r) ^ 0" by simp_all + then show "zeroable (STAR r) $\longleftrightarrow$ (L (STAR r) = {})" + by (simp (no_asm) add: Star_def) blast +qed +\end{lstlisting} +\caption{An Isabelle proof about the function \texttt{zeroable}.\label{proof}} +\end{figure} + +\end{document} + +%%% Local Variables: +%%% mode: latex +%%% TeX-master: t +%%% End: