doc-src/IsarAdvanced/Classes/Thy/document/Classes.tex

continued class tutorial

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\isakeyword{imports}\ Main\isanewline
\isakeyword{begin}%
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CodegenSerializer{\isachardot}code{\isacharunderscore}width\ {\isacharcolon}{\isacharequal}\ {\isadigit{7}}{\isadigit{4}}{\isacharsemicolon}\isanewline
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\isamarkupchapter{Haskell-style classes with Isabelle/Isar%
}
\isamarkuptrue%
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\isamarkupsection{Introduction%
}
\isamarkuptrue%
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\begin{isamarkuptext}%
Type classes were introduces by Wadler and Blott \cite{wadler89how}
  into the Haskell language, to allow for a reasonable implementation
  of overloading\footnote{throughout this tutorial, we are referring
  to classical Haskell 1.0 type classes, not considering
  later additions in expressiveness}.
  As a canonical example, a polymorphic equality function
  \isa{eq\ {\isasymColon}\ {\isasymalpha}\ {\isasymRightarrow}\ {\isasymalpha}\ {\isasymRightarrow}\ bool} which is overloaded on different
  types for \isa{{\isasymalpha}}, which is achieves by splitting introduction
  of the \isa{eq} function from its overloaded definitions by means
  of \isa{class} and \isa{instance} declarations:

  \medskip\noindent\hspace*{2ex}\isa{class\ eq\ where}\footnote{syntax here is a kind of isabellized Haskell} \\
  \hspace*{4ex}\isa{eq\ {\isasymColon}\ {\isasymalpha}\ {\isasymRightarrow}\ {\isasymalpha}\ {\isasymRightarrow}\ bool}

  \medskip\noindent\hspace*{2ex}\isa{instance\ nat\ {\isasymColon}\ eq\ where} \\
  \hspace*{4ex}\isa{eq\ {\isadigit{0}}\ {\isadigit{0}}\ {\isacharequal}\ True} \\
  \hspace*{4ex}\isa{eq\ {\isadigit{0}}\ {\isacharunderscore}\ {\isacharequal}\ False} \\
  \hspace*{4ex}\isa{eq\ {\isacharunderscore}\ {\isadigit{0}}\ {\isacharequal}\ False} \\
  \hspace*{4ex}\isa{eq\ {\isacharparenleft}Suc\ n{\isacharparenright}\ {\isacharparenleft}Suc\ m{\isacharparenright}\ {\isacharequal}\ eq\ n\ m}

  \medskip\noindent\hspace*{2ex}\isa{instance\ {\isacharparenleft}{\isasymalpha}{\isasymColon}eq{\isacharcomma}\ {\isasymbeta}{\isasymColon}eq{\isacharparenright}\ pair\ {\isasymColon}\ eq\ where} \\
  \hspace*{4ex}\isa{eq\ {\isacharparenleft}x{\isadigit{1}}{\isacharcomma}\ y{\isadigit{1}}{\isacharparenright}\ {\isacharparenleft}x{\isadigit{2}}{\isacharcomma}\ y{\isadigit{2}}{\isacharparenright}\ {\isacharequal}\ eq\ x{\isadigit{1}}\ x{\isadigit{2}}\ {\isacharampersand}{\isacharampersand}\ eq\ y{\isadigit{1}}\ y{\isadigit{2}}}

  \medskip\noindent\hspace*{2ex}\isa{class\ ord\ extends\ eq\ where} \\
  \hspace*{4ex}\isa{less{\isacharunderscore}eq\ {\isasymColon}\ {\isasymalpha}\ {\isasymRightarrow}\ {\isasymalpha}\ {\isasymRightarrow}\ bool} \\
  \hspace*{4ex}\isa{less\ {\isasymColon}\ {\isasymalpha}\ {\isasymRightarrow}\ {\isasymalpha}\ {\isasymRightarrow}\ bool}

  \medskip Type variables are annotated with (finitly many) classes;
  these annotations are assertions that a particular polymorphic type
  provides definitions for overloaded functions.

  Indeed, type classes not only allow for simple overloading
  but form a generic calculus, an instance of order-sorted
  algebra \cite{Nipkow-Prehofer:1993,Nipkow:1993,Wenzel:1997}.

  From a software enigineering point of view, type classes
  correspond to interfaces in object-oriented languages like Java;
  so, it is naturally desirable that type classes do not only
  provide functions (class operations) but also state specifications
  implementations must obey.  For example, the \isa{class\ eq}
  above could be given the following specification:

  \medskip\noindent\hspace*{2ex}\isa{class\ eq\ where} \\
  \hspace*{4ex}\isa{eq\ {\isasymColon}\ {\isasymalpha}\ {\isasymRightarrow}\ {\isasymalpha}\ {\isasymRightarrow}\ bool} \\
  \hspace*{2ex}\isa{satisfying} \\
  \hspace*{4ex}\isa{refl{\isacharcolon}\ eq\ x\ x} \\
  \hspace*{4ex}\isa{sym{\isacharcolon}\ eq\ x\ y\ {\isasymlongleftrightarrow}\ eq\ x\ y} \\
  \hspace*{4ex}\isa{trans{\isacharcolon}\ eq\ x\ y\ {\isasymand}\ eq\ y\ z\ {\isasymlongrightarrow}\ eq\ x\ z}

  \medskip From a theoretic point of view, type classes are leightweight
  modules; indeed, Haskell type classes may be emulated by
  SML functors \cite{classes_modules}. 
  Isabelle/Isar offers a discipline of type classes which brings
  all those aspects together:

  \begin{enumerate}
    \item specifying abstract operations togehter with
       corresponding specifications,
    \item instantating those abstract operations by a particular
       type
    \item in connection with a ``less ad-hoc'' approach to overloading,
    \item with a direct link to the Isabelle module system (aka locales).
  \end{enumerate}

  Isar type classes also directly support code generation
  in as Haskell like fashion.

  This tutorial demonstrates common elements of structured specifications
  and abstract reasoning with type classes by the algebraic hierarchy of
  semigroups, monoids and groups.  Our background theory is that of
  Isabelle/HOL \cite{Nipkow-et-al:2002:tutorial}, for which some
  familiarity is assumed.

  Here we merely present the look-and-feel for end users.
  Internally, those are mapped to more primitive Isabelle concepts.
  See \cite{haftmann_wenzel2006classes} for more detail.%
\end{isamarkuptext}%
\isamarkuptrue%
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\isamarkupsection{A simple algebra example \label{sec:example}%
}
\isamarkuptrue%
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\isamarkupsubsection{Class definition%
}
\isamarkuptrue%
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\begin{isamarkuptext}%
Depending on an arbitrary type \isa{{\isasymalpha}}, class \isa{semigroup} introduces a binary operation \isa{{\isasymcirc}} that is
  assumed to be associative:%
\end{isamarkuptext}%
\isamarkuptrue%
\ \ \ \ \isacommand{class}\isamarkupfalse%
\ semigroup\ {\isacharequal}\isanewline
\ \ \ \ \ \ \isakeyword{fixes}\ mult\ {\isacharcolon}{\isacharcolon}\ {\isachardoublequoteopen}{\isasymalpha}\ {\isasymRightarrow}\ {\isasymalpha}\ {\isasymRightarrow}\ {\isasymalpha}{\isachardoublequoteclose}\ \ \ \ {\isacharparenleft}\isakeyword{infixl}\ {\isachardoublequoteopen}\isactrlloc {\isasymotimes}{\isachardoublequoteclose}\ {\isadigit{7}}{\isadigit{0}}{\isacharparenright}\isanewline
\ \ \ \ \ \ \isakeyword{assumes}\ assoc{\isacharcolon}\ {\isachardoublequoteopen}{\isacharparenleft}x\ \isactrlloc {\isasymotimes}\ y{\isacharparenright}\ \isactrlloc {\isasymotimes}\ z\ {\isacharequal}\ x\ \isactrlloc {\isasymotimes}\ {\isacharparenleft}y\ \isactrlloc {\isasymotimes}\ z{\isacharparenright}{\isachardoublequoteclose}%
\begin{isamarkuptext}%
\noindent This \isa{{\isasymCLASS}} specification consists of two
  parts: the \qn{operational} part names the class operation (\isa{{\isasymFIXES}}), the \qn{logical} part specifies properties on them
  (\isa{{\isasymASSUMES}}).  The local \isa{{\isasymFIXES}} and \isa{{\isasymASSUMES}} are lifted to the theory toplevel, yielding the global
  operation \isa{{\isachardoublequote}mult\ {\isacharcolon}{\isacharcolon}\ {\isasymalpha}{\isacharcolon}{\isacharcolon}semigroup\ {\isasymRightarrow}\ {\isasymalpha}\ {\isasymRightarrow}\ {\isasymalpha}{\isachardoublequote}} and the
  global theorem \isa{semigroup{\isachardot}assoc{\isacharcolon}}~\isa{{\isachardoublequote}{\isasymAnd}x\ y\ z{\isacharcolon}{\isacharcolon}{\isasymalpha}{\isacharcolon}{\isacharcolon}semigroup{\isachardot}\ {\isacharparenleft}x\ {\isasymotimes}\ y{\isacharparenright}\ {\isasymotimes}\ z\ {\isacharequal}\ x\ {\isasymotimes}\ {\isacharparenleft}y\ {\isasymotimes}\ z{\isacharparenright}{\isachardoublequote}}.%
\end{isamarkuptext}%
\isamarkuptrue%
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\isamarkupsubsection{Class instantiation \label{sec:class_inst}%
}
\isamarkuptrue%
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\begin{isamarkuptext}%
The concrete type \isa{int} is made a \isa{semigroup}
  instance by providing a suitable definition for the class operation
  \isa{mult} and a proof for the specification of \isa{assoc}.%
\end{isamarkuptext}%
\isamarkuptrue%
\ \ \ \ \isacommand{instance}\isamarkupfalse%
\ int\ {\isacharcolon}{\isacharcolon}\ semigroup\isanewline
\ \ \ \ \ \ mult{\isacharunderscore}int{\isacharunderscore}def{\isacharcolon}\ {\isachardoublequoteopen}{\isasymAnd}i\ j\ {\isacharcolon}{\isacharcolon}\ int{\isachardot}\ i\ {\isasymotimes}\ j\ {\isasymequiv}\ i\ {\isacharplus}\ j{\isachardoublequoteclose}\isanewline
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\isadelimproof
\ \ \ \ %
\endisadelimproof
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\isatagproof
\isacommand{proof}\isamarkupfalse%
\isanewline
\ \ \ \ \ \ \isacommand{fix}\isamarkupfalse%
\ i\ j\ k\ {\isacharcolon}{\isacharcolon}\ int\ \isacommand{have}\isamarkupfalse%
\ {\isachardoublequoteopen}{\isacharparenleft}i\ {\isacharplus}\ j{\isacharparenright}\ {\isacharplus}\ k\ {\isacharequal}\ i\ {\isacharplus}\ {\isacharparenleft}j\ {\isacharplus}\ k{\isacharparenright}{\isachardoublequoteclose}\ \isacommand{by}\isamarkupfalse%
\ simp\isanewline
\ \ \ \ \ \ \isacommand{then}\isamarkupfalse%
\ \isacommand{show}\isamarkupfalse%
\ {\isachardoublequoteopen}{\isacharparenleft}i\ {\isasymotimes}\ j{\isacharparenright}\ {\isasymotimes}\ k\ {\isacharequal}\ i\ {\isasymotimes}\ {\isacharparenleft}j\ {\isasymotimes}\ k{\isacharparenright}{\isachardoublequoteclose}\ \isacommand{unfolding}\isamarkupfalse%
\ mult{\isacharunderscore}int{\isacharunderscore}def\ \isacommand{{\isachardot}}\isamarkupfalse%
\isanewline
\ \ \ \ \isacommand{qed}\isamarkupfalse%
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\endisatagproof
{\isafoldproof}%
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\isadelimproof
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\endisadelimproof
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\begin{isamarkuptext}%
\noindent From now on, the type-checker will consider \isa{int}
  as a \isa{semigroup} automatically, i.e.\ any general results
  are immediately available on concrete instances.

  Note that the first proof step is the \isa{default} method,
  which for instantiation proofs maps to the \isa{intro{\isacharunderscore}classes} method.
  This boils down an instantiation judgement to the relevant primitive
  proof goals and should conveniently always be the first method applied
  in an instantiation proof.

  Another instance of \isa{semigroup} are the natural numbers:%
\end{isamarkuptext}%
\isamarkuptrue%
\ \ \ \ \isacommand{instance}\isamarkupfalse%
\ nat\ {\isacharcolon}{\isacharcolon}\ semigroup\isanewline
\ \ \ \ \ \ mult{\isacharunderscore}nat{\isacharunderscore}def{\isacharcolon}\ {\isachardoublequoteopen}m\ {\isasymotimes}\ n\ {\isasymequiv}\ m\ {\isacharplus}\ n{\isachardoublequoteclose}\isanewline
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\isadelimproof
\ \ \ \ %
\endisadelimproof
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\isatagproof
\isacommand{proof}\isamarkupfalse%
\isanewline
\ \ \ \ \ \ \isacommand{fix}\isamarkupfalse%
\ m\ n\ q\ {\isacharcolon}{\isacharcolon}\ nat\ \isanewline
\ \ \ \ \ \ \isacommand{show}\isamarkupfalse%
\ {\isachardoublequoteopen}m\ {\isasymotimes}\ n\ {\isasymotimes}\ q\ {\isacharequal}\ m\ {\isasymotimes}\ {\isacharparenleft}n\ {\isasymotimes}\ q{\isacharparenright}{\isachardoublequoteclose}\ \isacommand{unfolding}\isamarkupfalse%
\ mult{\isacharunderscore}nat{\isacharunderscore}def\ \isacommand{by}\isamarkupfalse%
\ simp\isanewline
\ \ \ \ \isacommand{qed}\isamarkupfalse%
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\endisatagproof
{\isafoldproof}%
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\isadelimproof
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\endisadelimproof
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\begin{isamarkuptext}%
Also \isa{list}s form a semigroup with \isa{op\ {\isacharat}} as
  operation:%
\end{isamarkuptext}%
\isamarkuptrue%
\ \ \ \ \isacommand{instance}\isamarkupfalse%
\ list\ {\isacharcolon}{\isacharcolon}\ {\isacharparenleft}type{\isacharparenright}\ semigroup\isanewline
\ \ \ \ \ \ mult{\isacharunderscore}list{\isacharunderscore}def{\isacharcolon}\ {\isachardoublequoteopen}xs\ {\isasymotimes}\ ys\ {\isasymequiv}\ xs\ {\isacharat}\ ys{\isachardoublequoteclose}\isanewline
%
\isadelimproof
\ \ \ \ %
\endisadelimproof
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\isatagproof
\isacommand{proof}\isamarkupfalse%
\isanewline
\ \ \ \ \ \ \isacommand{fix}\isamarkupfalse%
\ xs\ ys\ zs\ {\isacharcolon}{\isacharcolon}\ {\isachardoublequoteopen}{\isasymalpha}\ list{\isachardoublequoteclose}\isanewline
\ \ \ \ \ \ \isacommand{show}\isamarkupfalse%
\ {\isachardoublequoteopen}xs\ {\isasymotimes}\ ys\ {\isasymotimes}\ zs\ {\isacharequal}\ xs\ {\isasymotimes}\ {\isacharparenleft}ys\ {\isasymotimes}\ zs{\isacharparenright}{\isachardoublequoteclose}\isanewline
\ \ \ \ \ \ \isacommand{proof}\isamarkupfalse%
\ {\isacharminus}\isanewline
\ \ \ \ \ \ \ \ \isacommand{from}\isamarkupfalse%
\ mult{\isacharunderscore}list{\isacharunderscore}def\ \isacommand{have}\isamarkupfalse%
\ {\isachardoublequoteopen}{\isasymAnd}xs\ ys{\isasymColon}{\isasymalpha}\ list{\isachardot}\ xs\ {\isasymotimes}\ ys\ {\isasymequiv}\ xs\ {\isacharat}\ ys{\isachardoublequoteclose}\ \isacommand{{\isachardot}}\isamarkupfalse%
\isanewline
\ \ \ \ \ \ \ \ \isacommand{thus}\isamarkupfalse%
\ {\isacharquery}thesis\ \isacommand{by}\isamarkupfalse%
\ simp\isanewline
\ \ \ \ \ \ \isacommand{qed}\isamarkupfalse%
\isanewline
\ \ \ \ \isacommand{qed}\isamarkupfalse%
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\endisatagproof
{\isafoldproof}%
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\isadelimproof
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\endisadelimproof
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\isamarkupsubsection{Subclasses%
}
\isamarkuptrue%
%
\begin{isamarkuptext}%
We define a subclass \isa{monoidl} (a semigroup with a left-hand neutral)
  by extending \isa{semigroup}
  with one additional operation \isa{neutral} together
  with its property:%
\end{isamarkuptext}%
\isamarkuptrue%
\ \ \ \ \isacommand{class}\isamarkupfalse%
\ monoidl\ {\isacharequal}\ semigroup\ {\isacharplus}\isanewline
\ \ \ \ \ \ \isakeyword{fixes}\ neutral\ {\isacharcolon}{\isacharcolon}\ {\isachardoublequoteopen}{\isasymalpha}{\isachardoublequoteclose}\ {\isacharparenleft}{\isachardoublequoteopen}\isactrlloc {\isasymone}{\isachardoublequoteclose}{\isacharparenright}\isanewline
\ \ \ \ \ \ \isakeyword{assumes}\ neutl{\isacharcolon}\ {\isachardoublequoteopen}\isactrlloc {\isasymone}\ \isactrlloc {\isasymotimes}\ x\ {\isacharequal}\ x{\isachardoublequoteclose}%
\begin{isamarkuptext}%
\noindent Again, we make some instances, by
  providing suitable operation definitions and proofs for the
  additional specifications.%
\end{isamarkuptext}%
\isamarkuptrue%
\ \ \ \ \isacommand{instance}\isamarkupfalse%
\ nat\ {\isacharcolon}{\isacharcolon}\ monoidl\isanewline
\ \ \ \ \ \ neutral{\isacharunderscore}nat{\isacharunderscore}def{\isacharcolon}\ {\isachardoublequoteopen}{\isasymone}\ {\isasymequiv}\ {\isadigit{0}}{\isachardoublequoteclose}\isanewline
%
\isadelimproof
\ \ \ \ %
\endisadelimproof
%
\isatagproof
\isacommand{proof}\isamarkupfalse%
\isanewline
\ \ \ \ \ \ \isacommand{fix}\isamarkupfalse%
\ n\ {\isacharcolon}{\isacharcolon}\ nat\isanewline
\ \ \ \ \ \ \isacommand{show}\isamarkupfalse%
\ {\isachardoublequoteopen}{\isasymone}\ {\isasymotimes}\ n\ {\isacharequal}\ n{\isachardoublequoteclose}\ \isacommand{unfolding}\isamarkupfalse%
\ neutral{\isacharunderscore}nat{\isacharunderscore}def\ mult{\isacharunderscore}nat{\isacharunderscore}def\ \isacommand{by}\isamarkupfalse%
\ simp\isanewline
\ \ \ \ \isacommand{qed}\isamarkupfalse%
%
\endisatagproof
{\isafoldproof}%
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\isadelimproof
\isanewline
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\endisadelimproof
\isanewline
\ \ \ \ \isacommand{instance}\isamarkupfalse%
\ int\ {\isacharcolon}{\isacharcolon}\ monoidl\isanewline
\ \ \ \ \ \ neutral{\isacharunderscore}int{\isacharunderscore}def{\isacharcolon}\ {\isachardoublequoteopen}{\isasymone}\ {\isasymequiv}\ {\isadigit{0}}{\isachardoublequoteclose}\isanewline
%
\isadelimproof
\ \ \ \ %
\endisadelimproof
%
\isatagproof
\isacommand{proof}\isamarkupfalse%
\isanewline
\ \ \ \ \ \ \isacommand{fix}\isamarkupfalse%
\ k\ {\isacharcolon}{\isacharcolon}\ int\isanewline
\ \ \ \ \ \ \isacommand{show}\isamarkupfalse%
\ {\isachardoublequoteopen}{\isasymone}\ {\isasymotimes}\ k\ {\isacharequal}\ k{\isachardoublequoteclose}\ \isacommand{unfolding}\isamarkupfalse%
\ neutral{\isacharunderscore}int{\isacharunderscore}def\ mult{\isacharunderscore}int{\isacharunderscore}def\ \isacommand{by}\isamarkupfalse%
\ simp\isanewline
\ \ \ \ \isacommand{qed}\isamarkupfalse%
%
\endisatagproof
{\isafoldproof}%
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\isadelimproof
\isanewline
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\endisadelimproof
\isanewline
\ \ \ \ \isacommand{instance}\isamarkupfalse%
\ list\ {\isacharcolon}{\isacharcolon}\ {\isacharparenleft}type{\isacharparenright}\ monoidl\isanewline
\ \ \ \ \ \ neutral{\isacharunderscore}list{\isacharunderscore}def{\isacharcolon}\ {\isachardoublequoteopen}{\isasymone}\ {\isasymequiv}\ {\isacharbrackleft}{\isacharbrackright}{\isachardoublequoteclose}\isanewline
%
\isadelimproof
\ \ \ \ %
\endisadelimproof
%
\isatagproof
\isacommand{proof}\isamarkupfalse%
\isanewline
\ \ \ \ \ \ \isacommand{fix}\isamarkupfalse%
\ xs\ {\isacharcolon}{\isacharcolon}\ {\isachardoublequoteopen}{\isasymalpha}\ list{\isachardoublequoteclose}\isanewline
\ \ \ \ \ \ \isacommand{show}\isamarkupfalse%
\ {\isachardoublequoteopen}{\isasymone}\ {\isasymotimes}\ xs\ {\isacharequal}\ xs{\isachardoublequoteclose}\isanewline
\ \ \ \ \ \ \isacommand{proof}\isamarkupfalse%
\ {\isacharminus}\isanewline
\ \ \ \ \ \ \ \ \isacommand{from}\isamarkupfalse%
\ mult{\isacharunderscore}list{\isacharunderscore}def\ \isacommand{have}\isamarkupfalse%
\ {\isachardoublequoteopen}{\isasymAnd}xs\ ys{\isasymColon}{\isacharprime}a\ list{\isachardot}\ xs\ {\isasymotimes}\ ys\ {\isasymequiv}\ xs\ {\isacharat}\ ys{\isachardoublequoteclose}\ \isacommand{{\isachardot}}\isamarkupfalse%
\isanewline
\ \ \ \ \ \ \ \ \isacommand{moreover}\isamarkupfalse%
\ \isacommand{from}\isamarkupfalse%
\ mult{\isacharunderscore}list{\isacharunderscore}def\ neutral{\isacharunderscore}list{\isacharunderscore}def\ \isacommand{have}\isamarkupfalse%
\ {\isachardoublequoteopen}{\isasymone}\ {\isasymequiv}\ {\isacharbrackleft}{\isacharbrackright}{\isasymColon}{\isasymalpha}\ list{\isachardoublequoteclose}\ \isacommand{by}\isamarkupfalse%
\ simp\isanewline
\ \ \ \ \ \ \ \ \isacommand{ultimately}\isamarkupfalse%
\ \isacommand{show}\isamarkupfalse%
\ {\isacharquery}thesis\ \isacommand{by}\isamarkupfalse%
\ simp\isanewline
\ \ \ \ \ \ \isacommand{qed}\isamarkupfalse%
\isanewline
\ \ \ \ \isacommand{qed}\isamarkupfalse%
%
\endisatagproof
{\isafoldproof}%
%
\isadelimproof
%
\endisadelimproof
%
\begin{isamarkuptext}%
\noindent Fully-fledged monoids are modelled by another subclass
  which does not add new operations but tightens the specification:%
\end{isamarkuptext}%
\isamarkuptrue%
\ \ \ \ \isacommand{class}\isamarkupfalse%
\ monoid\ {\isacharequal}\ monoidl\ {\isacharplus}\isanewline
\ \ \ \ \ \ \isakeyword{assumes}\ neutr{\isacharcolon}\ {\isachardoublequoteopen}x\ \isactrlloc {\isasymotimes}\ \isactrlloc {\isasymone}\ {\isacharequal}\ x{\isachardoublequoteclose}%
\begin{isamarkuptext}%
\noindent Instantiations may also be given simultaneously for different
  type constructors:%
\end{isamarkuptext}%
\isamarkuptrue%
\ \ \ \ \isacommand{instance}\isamarkupfalse%
\ nat\ {\isacharcolon}{\isacharcolon}\ monoid\ \isakeyword{and}\ int\ {\isacharcolon}{\isacharcolon}\ monoid\ \isakeyword{and}\ list\ {\isacharcolon}{\isacharcolon}\ {\isacharparenleft}type{\isacharparenright}\ monoid\isanewline
%
\isadelimproof
\ \ \ \ %
\endisadelimproof
%
\isatagproof
\isacommand{proof}\isamarkupfalse%
\isanewline
\ \ \ \ \ \ \isacommand{fix}\isamarkupfalse%
\ n\ {\isacharcolon}{\isacharcolon}\ nat\isanewline
\ \ \ \ \ \ \isacommand{show}\isamarkupfalse%
\ {\isachardoublequoteopen}n\ {\isasymotimes}\ {\isasymone}\ {\isacharequal}\ n{\isachardoublequoteclose}\ \isacommand{unfolding}\isamarkupfalse%
\ neutral{\isacharunderscore}nat{\isacharunderscore}def\ mult{\isacharunderscore}nat{\isacharunderscore}def\ \isacommand{by}\isamarkupfalse%
\ simp\isanewline
\ \ \ \ \isacommand{next}\isamarkupfalse%
\isanewline
\ \ \ \ \ \ \isacommand{fix}\isamarkupfalse%
\ k\ {\isacharcolon}{\isacharcolon}\ int\isanewline
\ \ \ \ \ \ \isacommand{show}\isamarkupfalse%
\ {\isachardoublequoteopen}k\ {\isasymotimes}\ {\isasymone}\ {\isacharequal}\ k{\isachardoublequoteclose}\ \isacommand{unfolding}\isamarkupfalse%
\ neutral{\isacharunderscore}int{\isacharunderscore}def\ mult{\isacharunderscore}int{\isacharunderscore}def\ \isacommand{by}\isamarkupfalse%
\ simp\isanewline
\ \ \ \ \isacommand{next}\isamarkupfalse%
\isanewline
\ \ \ \ \ \ \isacommand{fix}\isamarkupfalse%
\ xs\ {\isacharcolon}{\isacharcolon}\ {\isachardoublequoteopen}{\isasymalpha}\ list{\isachardoublequoteclose}\isanewline
\ \ \ \ \ \ \isacommand{show}\isamarkupfalse%
\ {\isachardoublequoteopen}xs\ {\isasymotimes}\ {\isasymone}\ {\isacharequal}\ xs{\isachardoublequoteclose}\isanewline
\ \ \ \ \ \ \isacommand{proof}\isamarkupfalse%
\ {\isacharminus}\isanewline
\ \ \ \ \ \ \ \ \isacommand{from}\isamarkupfalse%
\ mult{\isacharunderscore}list{\isacharunderscore}def\ \isacommand{have}\isamarkupfalse%
\ {\isachardoublequoteopen}{\isasymAnd}xs\ ys{\isasymColon}{\isasymalpha}\ list{\isachardot}\ xs\ {\isasymotimes}\ ys\ {\isasymequiv}\ xs\ {\isacharat}\ ys{\isachardoublequoteclose}\ \isacommand{{\isachardot}}\isamarkupfalse%
\isanewline
\ \ \ \ \ \ \ \ \isacommand{moreover}\isamarkupfalse%
\ \isacommand{from}\isamarkupfalse%
\ mult{\isacharunderscore}list{\isacharunderscore}def\ neutral{\isacharunderscore}list{\isacharunderscore}def\ \isacommand{have}\isamarkupfalse%
\ {\isachardoublequoteopen}{\isasymone}\ {\isasymequiv}\ {\isacharbrackleft}{\isacharbrackright}{\isasymColon}{\isacharprime}a\ list{\isachardoublequoteclose}\ \isacommand{by}\isamarkupfalse%
\ simp\isanewline
\ \ \ \ \ \ \ \ \isacommand{ultimately}\isamarkupfalse%
\ \isacommand{show}\isamarkupfalse%
\ {\isacharquery}thesis\ \isacommand{by}\isamarkupfalse%
\ simp\isanewline
\ \ \ \ \ \ \isacommand{qed}\isamarkupfalse%
\isanewline
\ \ \ \ \isacommand{qed}\isamarkupfalse%
%
\endisatagproof
{\isafoldproof}%
%
\isadelimproof
%
\endisadelimproof
%
\begin{isamarkuptext}%
\noindent To finish our small algebra example, we add a \isa{group} class
  with a corresponding instance:%
\end{isamarkuptext}%
\isamarkuptrue%
\ \ \ \ \isacommand{class}\isamarkupfalse%
\ group\ {\isacharequal}\ monoidl\ {\isacharplus}\isanewline
\ \ \ \ \ \ \isakeyword{fixes}\ inverse\ {\isacharcolon}{\isacharcolon}\ {\isachardoublequoteopen}{\isasymalpha}\ {\isasymRightarrow}\ {\isasymalpha}{\isachardoublequoteclose}\ \ \ \ {\isacharparenleft}{\isachardoublequoteopen}{\isacharparenleft}{\isacharunderscore}\isactrlloc {\isasymdiv}{\isacharparenright}{\isachardoublequoteclose}\ {\isacharbrackleft}{\isadigit{1}}{\isadigit{0}}{\isadigit{0}}{\isadigit{0}}{\isacharbrackright}\ {\isadigit{9}}{\isadigit{9}}{\isadigit{9}}{\isacharparenright}\isanewline
\ \ \ \ \ \ \isakeyword{assumes}\ invl{\isacharcolon}\ {\isachardoublequoteopen}x\isactrlloc {\isasymdiv}\ \isactrlloc {\isasymotimes}\ x\ {\isacharequal}\ \isactrlloc {\isasymone}{\isachardoublequoteclose}\isanewline
\isanewline
\ \ \ \ \isacommand{instance}\isamarkupfalse%
\ int\ {\isacharcolon}{\isacharcolon}\ group\isanewline
\ \ \ \ \ \ inverse{\isacharunderscore}int{\isacharunderscore}def{\isacharcolon}\ {\isachardoublequoteopen}i{\isasymdiv}\ {\isasymequiv}\ {\isacharminus}\ i{\isachardoublequoteclose}\isanewline
%
\isadelimproof
\ \ \ \ %
\endisadelimproof
%
\isatagproof
\isacommand{proof}\isamarkupfalse%
\isanewline
\ \ \ \ \ \ \isacommand{fix}\isamarkupfalse%
\ i\ {\isacharcolon}{\isacharcolon}\ int\isanewline
\ \ \ \ \ \ \isacommand{have}\isamarkupfalse%
\ {\isachardoublequoteopen}{\isacharminus}i\ {\isacharplus}\ i\ {\isacharequal}\ {\isadigit{0}}{\isachardoublequoteclose}\ \isacommand{by}\isamarkupfalse%
\ simp\isanewline
\ \ \ \ \ \ \isacommand{then}\isamarkupfalse%
\ \isacommand{show}\isamarkupfalse%
\ {\isachardoublequoteopen}i{\isasymdiv}\ {\isasymotimes}\ i\ {\isacharequal}\ {\isasymone}{\isachardoublequoteclose}\ \isacommand{unfolding}\isamarkupfalse%
\ mult{\isacharunderscore}int{\isacharunderscore}def\ \isakeyword{and}\ neutral{\isacharunderscore}int{\isacharunderscore}def\ \isakeyword{and}\ inverse{\isacharunderscore}int{\isacharunderscore}def\ \isacommand{{\isachardot}}\isamarkupfalse%
\isanewline
\ \ \ \ \isacommand{qed}\isamarkupfalse%
%
\endisatagproof
{\isafoldproof}%
%
\isadelimproof
%
\endisadelimproof
%
\isamarkupsection{Type classes as locales%
}
\isamarkuptrue%
%
\isamarkupsubsection{A look behind the scene%
}
\isamarkuptrue%
%
\begin{isamarkuptext}%
%
\end{isamarkuptext}%
\isamarkuptrue%
%
\isamarkupsubsection{Abstract reasoning%
}
\isamarkuptrue%
%
\begin{isamarkuptext}%
Abstract theories enable reasoning at a general level, while results
  are implicitly transferred to all instances.  For example, we can
  now establish the \isa{left{\isacharunderscore}cancel} lemma for groups, which
  states that the function \isa{{\isacharparenleft}x\ {\isasymcirc}{\isacharparenright}} is injective:%
\end{isamarkuptext}%
\isamarkuptrue%
\ \ \ \ \isacommand{lemma}\isamarkupfalse%
\ {\isacharparenleft}\isakeyword{in}\ group{\isacharparenright}\ left{\isacharunderscore}cancel{\isacharcolon}\ {\isachardoublequoteopen}x\ \isactrlloc {\isasymotimes}\ y\ {\isacharequal}\ x\ \isactrlloc {\isasymotimes}\ z\ {\isasymlongleftrightarrow}\ y\ {\isacharequal}\ z{\isachardoublequoteclose}\isanewline
%
\isadelimproof
\ \ \ \ %
\endisadelimproof
%
\isatagproof
\isacommand{proof}\isamarkupfalse%
\isanewline
\ \ \ \ \isacommand{assume}\isamarkupfalse%
\ {\isachardoublequoteopen}x\ \isactrlloc {\isasymotimes}\ y\ {\isacharequal}\ x\ \isactrlloc {\isasymotimes}\ z{\isachardoublequoteclose}\isanewline
\ \ \ \ \ \ \ \ \isacommand{then}\isamarkupfalse%
\ \isacommand{have}\isamarkupfalse%
\ {\isachardoublequoteopen}x\isactrlloc {\isasymdiv}\ \isactrlloc {\isasymotimes}\ {\isacharparenleft}x\ \isactrlloc {\isasymotimes}\ y{\isacharparenright}\ {\isacharequal}\ x\isactrlloc {\isasymdiv}\ \isactrlloc {\isasymotimes}\ {\isacharparenleft}x\ \isactrlloc {\isasymotimes}\ z{\isacharparenright}{\isachardoublequoteclose}\ \isacommand{by}\isamarkupfalse%
\ simp\isanewline
\ \ \ \ \ \ \ \ \isacommand{then}\isamarkupfalse%
\ \isacommand{have}\isamarkupfalse%
\ {\isachardoublequoteopen}{\isacharparenleft}x\isactrlloc {\isasymdiv}\ \isactrlloc {\isasymotimes}\ x{\isacharparenright}\ \isactrlloc {\isasymotimes}\ y\ {\isacharequal}\ {\isacharparenleft}x\isactrlloc {\isasymdiv}\ \isactrlloc {\isasymotimes}\ x{\isacharparenright}\ \isactrlloc {\isasymotimes}\ z{\isachardoublequoteclose}\ \isacommand{using}\isamarkupfalse%
\ assoc\ \isacommand{by}\isamarkupfalse%
\ simp\isanewline
\ \ \ \ \ \ \ \ \isacommand{then}\isamarkupfalse%
\ \isacommand{show}\isamarkupfalse%
\ {\isachardoublequoteopen}y\ {\isacharequal}\ z{\isachardoublequoteclose}\ \isacommand{using}\isamarkupfalse%
\ neutl\ \isakeyword{and}\ invl\ \isacommand{by}\isamarkupfalse%
\ simp\isanewline
\ \ \ \ \isacommand{next}\isamarkupfalse%
\isanewline
\ \ \ \ \isacommand{assume}\isamarkupfalse%
\ {\isachardoublequoteopen}y\ {\isacharequal}\ z{\isachardoublequoteclose}\isanewline
\ \ \ \ \ \ \ \ \isacommand{then}\isamarkupfalse%
\ \isacommand{show}\isamarkupfalse%
\ {\isachardoublequoteopen}x\ \isactrlloc {\isasymotimes}\ y\ {\isacharequal}\ x\ \isactrlloc {\isasymotimes}\ z{\isachardoublequoteclose}\ \isacommand{by}\isamarkupfalse%
\ simp\isanewline
\ \ \ \ \isacommand{qed}\isamarkupfalse%
%
\endisatagproof
{\isafoldproof}%
%
\isadelimproof
%
\endisadelimproof
%
\begin{isamarkuptext}%
\noindent Here the \qt{\isa{{\isasymIN}\ group}} target specification
  indicates that the result is recorded within that context for later
  use.  This local theorem is also lifted to the global one \isa{group{\isachardot}left{\isacharunderscore}cancel{\isacharcolon}} \isa{{\isachardoublequote}{\isasymAnd}x\ y\ z{\isacharcolon}{\isacharcolon}{\isasymalpha}{\isacharcolon}{\isacharcolon}group{\isachardot}\ x\ {\isasymotimes}\ y\ {\isacharequal}\ x\ {\isasymotimes}\ z\ {\isasymlongleftrightarrow}\ y\ {\isacharequal}\ z{\isachardoublequote}}.  Since type \isa{int} has been made an instance of
  \isa{group} before, we may refer to that fact as well: \isa{{\isachardoublequote}{\isasymAnd}x\ y\ z{\isacharcolon}{\isacharcolon}int{\isachardot}\ x\ {\isasymotimes}\ y\ {\isacharequal}\ x\ {\isasymotimes}\ z\ {\isasymlongleftrightarrow}\ y\ {\isacharequal}\ z{\isachardoublequote}}.%
\end{isamarkuptext}%
\isamarkuptrue%
%
\isamarkupsection{Further issues%
}
\isamarkuptrue%
%
\isamarkupsubsection{Code generation%
}
\isamarkuptrue%
%
\begin{isamarkuptext}%
Turning back to the first motivation for type classes,
  namely overloading, it is obvious that overloading
  stemming from \isa{{\isasymCLASS}} and \isa{{\isasymINSTANCE}}
  statements naturally maps to Haskell type classes.
  The code generator framework \cite{isabelle-codegen} 
  takes this into account.  Concerning target languages
  lacking type classes (e.g.~SML), type classes
  are implemented by explicit dictionary construction.
  As example, the natural power function on groups:%
\end{isamarkuptext}%
\isamarkuptrue%
\ \ \ \ \isacommand{fun}\isamarkupfalse%
\isanewline
\ \ \ \ \ \ pow{\isacharunderscore}nat\ {\isacharcolon}{\isacharcolon}\ {\isachardoublequoteopen}nat\ {\isasymRightarrow}\ {\isacharprime}a{\isasymColon}monoidl\ {\isasymRightarrow}\ {\isacharprime}a{\isasymColon}monoidl{\isachardoublequoteclose}\ \isakeyword{where}\isanewline
\ \ \ \ \ \ {\isachardoublequoteopen}pow{\isacharunderscore}nat\ {\isadigit{0}}\ x\ {\isacharequal}\ {\isasymone}{\isachardoublequoteclose}\isanewline
\ \ \ \ \ \ {\isachardoublequoteopen}pow{\isacharunderscore}nat\ {\isacharparenleft}Suc\ n{\isacharparenright}\ x\ {\isacharequal}\ x\ {\isasymotimes}\ pow{\isacharunderscore}nat\ n\ x{\isachardoublequoteclose}\isanewline
\isanewline
\ \ \ \ \isacommand{definition}\isamarkupfalse%
\isanewline
\ \ \ \ \ \ pow{\isacharunderscore}int\ {\isacharcolon}{\isacharcolon}\ {\isachardoublequoteopen}int\ {\isasymRightarrow}\ {\isacharprime}a{\isasymColon}group\ {\isasymRightarrow}\ {\isacharprime}a{\isasymColon}group{\isachardoublequoteclose}\ \isakeyword{where}\isanewline
\ \ \ \ \ \ {\isachardoublequoteopen}pow{\isacharunderscore}int\ k\ x\ {\isacharequal}\ {\isacharparenleft}if\ k\ {\isachargreater}{\isacharequal}\ {\isadigit{0}}\isanewline
\ \ \ \ \ \ \ \ then\ pow{\isacharunderscore}nat\ {\isacharparenleft}nat\ k{\isacharparenright}\ x\isanewline
\ \ \ \ \ \ \ \ else\ {\isacharparenleft}pow{\isacharunderscore}nat\ {\isacharparenleft}nat\ {\isacharparenleft}{\isacharminus}\ k{\isacharparenright}{\isacharparenright}\ x{\isacharparenright}{\isasymdiv}{\isacharparenright}{\isachardoublequoteclose}\isanewline
\isanewline
\ \ \ \ \isacommand{definition}\isamarkupfalse%
\isanewline
\ \ \ \ \ \ example\ {\isacharcolon}{\isacharcolon}\ int\ \isakeyword{where}\isanewline
\ \ \ \ \ \ {\isachardoublequoteopen}example\ {\isacharequal}\ pow{\isacharunderscore}int\ {\isadigit{1}}{\isadigit{0}}\ {\isacharparenleft}{\isacharminus}{\isadigit{2}}{\isacharparenright}{\isachardoublequoteclose}%
\begin{isamarkuptext}%
\noindent This maps to Haskell as:%
\end{isamarkuptext}%
\isamarkuptrue%
\isacommand{code{\isacharunderscore}gen}\isamarkupfalse%
\ example\ {\isacharparenleft}Haskell\ {\isachardoublequoteopen}code{\isacharunderscore}examples{\isacharslash}{\isachardoublequoteclose}{\isacharparenright}%
\begin{isamarkuptext}%
\lsthaskell{Thy/code_examples/Classes.hs}

  \noindent (we have left out all other modules).

  \noindent The whole code in SML with explicit dictionary passing:%
\end{isamarkuptext}%
\isamarkuptrue%
\isacommand{code{\isacharunderscore}gen}\isamarkupfalse%
\ example\ {\isacharparenleft}SML\ {\isachardoublequoteopen}code{\isacharunderscore}examples{\isacharslash}classes{\isachardot}ML{\isachardoublequoteclose}{\isacharparenright}%
\begin{isamarkuptext}%
\lstsml{Thy/code_examples/classes.ML}%
\end{isamarkuptext}%
\isamarkuptrue%
%
\isadelimtheory
%
\endisadelimtheory
%
\isatagtheory
\isacommand{end}\isamarkupfalse%
%
\endisatagtheory
{\isafoldtheory}%
%
\isadelimtheory
%
\endisadelimtheory
\isanewline
\end{isabellebody}%
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