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[FMFP] Interpreters
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@@ -1,11 +1,17 @@
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-- Declaring a function. Naming using lowerCamelCase
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-- Arguments separated by whitespace
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myFunc :: Int -> Int -> Int
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-- Declaring a function. Naming using lowerCamelCase. Arguments separated by whitespace
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-- We can omit the parenthesis in the type (they show what compiler does)
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-- The below function uses guards (boolean checks)
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myFunc :: Int -> (Int -> Int)
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myFunc x y
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| x > 0 = x + y
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| x < 0 = -x + y
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| otherwise = 0
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-- On compile the above function is transformed like this:
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-- TODO: Transform the template into correct version
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myFuncXCompiled :: Int -> Int
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myFuncXCompiled x = x
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-- If the checks are pattern-based, use pattern matching. _ is wildcard (any value)
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-- It is used when we don't need the variable. You can combine pattern-matching and guards
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myOtherFunc :: Int -> Int -> Int
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myOtherFunc 0 _ = 0
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myOtherFunc x 0 = x
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myOtherFunc x y
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| x > 0 = x + y
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| x < 0 = -x + y
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@@ -0,0 +1,75 @@
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{-# OPTIONS_GHC -Wno-unrecognised-pragmas #-}
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{-# HLINT ignore "Use lambda-case" #-}
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{-# HLINT ignore "Use newtype instead of data" #-}
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import Prelude hiding (return, (>>), (>>=))
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data Parser a = Prs (String -> [(a, String)])
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-- Main parser function
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parse :: Parser a -> String -> [(a, String)]
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parse (Prs p) = p
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-------------------
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-- Basic parsers --
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-------------------
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-- Trivial failure ([] signifies parse failed)
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failure :: Parser a
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failure = Prs (const [])
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-- Trivial success without progress
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return :: a -> Parser a
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return x = Prs (\inp -> [(x, inp)])
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-- Trivial success with progress
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item :: Parser Char
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item =
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Prs
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( \inp -> case inp of
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"" -> []
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(x : xs) -> [(x, xs)]
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)
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----------
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-- Glue --
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----------
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-- Apply both parsers
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(|||) :: Parser a -> Parser a -> Parser a
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p ||| q = Prs (\s -> parse p s ++ parse q s)
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-- If first parser fails, apply second parser
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(+++) :: Parser a -> Parser a -> Parser a
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p +++ q =
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Prs
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( \s -> case parse p s of
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[] -> parse q s
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res -> res
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)
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-- Sequencing (first parser p, then parser q)
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(>>=) :: Parser a -> (a -> Parser b) -> Parser b
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p >>= g = Prs (\s -> [(u, s'') | (t, s') <- parse p s, (u, s'') <- parse (g t) s'])
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-- Simple version of the above
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(>>) :: Parser a -> Parser b -> Parser b
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p >> q = p >>= const q
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-- Parse single character with property p
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sat :: (Char -> Bool) -> Parser Char
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sat p = item >>= \x -> if p x then return x else failure
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char :: Char -> Parser Char
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char x = sat (== x)
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string :: String -> Parser String
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string "" = return ""
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string (x : xs) = char x >> string xs >> return (x : xs)
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-- 0 or more repetitions of p
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many :: Parser a -> Parser [a]
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many p = many1 p ||| return []
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-- 1 or more repetitions of p
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many1 :: Parser a -> Parser [a]
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many1 p = p >>= \t -> many p >>= \ts -> return (t : ts)
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@@ -77,7 +77,15 @@
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\input{parts/02_typing/01_mini-haskell/02_further-rules.tex}
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\input{parts/02_typing/01_mini-haskell/03_type-inference.tex}
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\input{parts/02_typing/02_algebraic-data-types/00_correctness.tex}
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% \input{parts/02_typing/01_mini-haskell/}
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\input{parts/02_typing/02_algebraic-data-types/01_induction-nat-num.tex}
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\input{parts/02_typing/02_algebraic-data-types/02_lists.tex}
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\input{parts/02_typing/02_algebraic-data-types/03_trees.tex}
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\input{parts/02_typing/02_algebraic-data-types/04_structural-induction.tex}
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\input{parts/02_typing/03_interpreter/00_intro.tex}
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\input{parts/02_typing/03_interpreter/01_read.tex}
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\input{parts/02_typing/03_interpreter/02_eval.tex}
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% \input{parts/02_typing/03_interpreter/}
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@@ -13,76 +13,3 @@ Or the same as a natural deduction rule:
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\infer2[$m$ not free in $\Gamma, P$]{\Gamma \vdash \forall n \in \N. P}
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\end{prooftree}
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\]
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\subsubsection{Induction over the natural numbers}
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In Haskell, we can also define all the natural numbers using
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\mint{haskell}+data Nat = Zero | Succ Nat deriving (Eq, Ord, Show)+
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Thus the natural numbers are (isomorphic to) the set
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\[
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\texttt{Nat} = \{ \texttt{Zero}, \texttt{Succ Zero}, \texttt{Succ (Succ Zero)}, \ldots \}
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\]
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The data type provides two crucial rules for constructing members of \texttt{Nat}:
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\begin{itemize}
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\item $\texttt{Zero} \in \texttt{Nat}$
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\item If $x \in \texttt{Nat}$, then $\texttt{Succ} x \in \texttt{Nat}$
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\end{itemize}
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The induction stated as a natural deduction rule:
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\[
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\begin{prooftree}
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\hypo{\Gamma \vdash P[n \mapsto \texttt{Zero}]}
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\hypo{\Gamma, P[n \mapsto m] \vdash P[n \mapsto \texttt{Succ}\ m]}
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\infer2[$m$ not free in $\Gamma, P$]{\Gamma \vdash \forall n \in \texttt{Nat}. P}
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\end{prooftree}
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\]
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\subsubsection{Lists}
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A possible data type for lists in Haskell is:
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\mint{haskell}+data L t = Nil | Cons t (L t)+
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A natural deduction rule for induction over lists is:
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\[
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\begin{prooftree}
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\hypo{\Gamma \vdash P[xs \mapsto \texttt{Nil}]}
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\hypo{\Gamma, P[xs \mapsto ys] \vdash P[xs \mapsto \texttt{Cons}\ y\ ys]}
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\infer2[$y$, $ys$ not free in $\Gamma, P$]{\Gamma \vdash \forall xs \in \texttt{L}\ t. P}
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\end{prooftree}
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\]
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\subsubsection{Trees}
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A possible data type for trees in Haskell is:
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\mint{haskell}+data Tree t = Leaf | Node t (Tree t) (Tree t)+
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A natural deduction rule for induction over trees is:
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\[
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\begin{prooftree}
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\hypo{\Gamma \vdash P[x \mapsto \texttt{Leaf}]}
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\hypo{\Gamma, P[x \mapsto l] \vdash P[xs \mapsto \texttt{Node}\ a\ l\ r]}
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\infer2[$a$, $l$, $r$ not free in $\Gamma, P$]{\Gamma \vdash \forall x \in \texttt{Tree}\ t. P}
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\end{prooftree}
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\]
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\subsubsection{Structural Induction}
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Induction is based on the structure of terms
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\mint{haskell}+data T t = Leaf t | Node1 (T t) | Node2 t (T t) (T t)+
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\shade{blue}{Base Case} $T_0 = \{ \texttt{Leaf}\ a \divider a \in t \}$
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\shade{green}{Step Case} $T_i = T_{i - 1} \cup \{ \texttt{Node1}\ s \divider s \in T_{i - 1} \} \cup \{ \texttt{Node2}\ a\ l\ r \divider a \in t \text{ and } l, r \in T_{i - 1} \}$
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A natural deduction rule structural induction is:
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\[
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\begin{prooftree}
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\hypo{\Gamma \vdash P[x \mapsto \texttt{Leaf}\ a]}
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\hypo{\Gamma, P[x \mapsto s] \vdash P[xs \mapsto \texttt{Node1}\ s]}
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\hypo{\Gamma, P[x \mapsto l], P[x \mapsto r] \vdash P[ \mapsto \texttt{Node2}\ a\ l\ r]}
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\infer3[$(*)$]{\Gamma \vdash \forall x \in \texttt{T}\ t. P}
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\end{prooftree}
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\]
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(*) $a$, $l$, $r$, $s$ not free in $\Gamma, P$
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\subsubsection{Induction over the natural numbers}
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In Haskell, we can also define all the natural numbers using
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\mint{haskell}+data Nat = Zero | Succ Nat deriving (Eq, Ord, Show)+
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Thus the natural numbers are (isomorphic to) the set
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\[
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\texttt{Nat} = \{ \texttt{Zero}, \texttt{Succ Zero}, \texttt{Succ (Succ Zero)}, \ldots \}
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\]
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The data type provides two crucial rules for constructing members of \texttt{Nat}:
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\begin{itemize}
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\item $\texttt{Zero} \in \texttt{Nat}$
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\item If $x \in \texttt{Nat}$, then $\texttt{Succ} x \in \texttt{Nat}$
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\end{itemize}
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The induction stated as a natural deduction rule:
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\[
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\begin{prooftree}
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\hypo{\Gamma \vdash P[n \mapsto \texttt{Zero}]}
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\hypo{\Gamma, P[n \mapsto m] \vdash P[n \mapsto \texttt{Succ}\ m]}
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\infer2[$m$ not free in $\Gamma, P$]{\Gamma \vdash \forall n \in \texttt{Nat}. P}
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\end{prooftree}
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\]
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\subsubsection{Lists}
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A possible data type for lists in Haskell is:
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\mint{haskell}+data L t = Nil | Cons t (L t)+
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A natural deduction rule for induction over lists is:
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\[
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\begin{prooftree}
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\hypo{\Gamma \vdash P[xs \mapsto \texttt{Nil}]}
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\hypo{\Gamma, P[xs \mapsto ys] \vdash P[xs \mapsto \texttt{Cons}\ y\ ys]}
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\infer2[$y$, $ys$ not free in $\Gamma, P$]{\Gamma \vdash \forall xs \in \texttt{L}\ t. P}
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\end{prooftree}
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\]
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\subsubsection{Trees}
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A possible data type for trees in Haskell is:
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\mint{haskell}+data Tree t = Leaf | Node t (Tree t) (Tree t)+
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A natural deduction rule for induction over trees is:
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\[
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\begin{prooftree}
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\hypo{\Gamma \vdash P[x \mapsto \texttt{Leaf}]}
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\hypo{\Gamma, P[x \mapsto l] \vdash P[xs \mapsto \texttt{Node}\ a\ l\ r]}
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\infer2[$a$, $l$, $r$ not free in $\Gamma, P$]{\Gamma \vdash \forall x \in \texttt{Tree}\ t. P}
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\end{prooftree}
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\]
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@@ -0,0 +1,18 @@
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\subsubsection{Structural Induction}
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Induction is based on the structure of terms
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\mint{haskell}+data T t = Leaf t | Node1 (T t) | Node2 t (T t) (T t)+
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\shade{blue}{Base Case} $T_0 = \{ \texttt{Leaf}\ a \divider a \in t \}$
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\shade{green}{Step Case} $T_i = T_{i - 1} \cup \{ \texttt{Node1}\ s \divider s \in T_{i - 1} \} \cup \{ \texttt{Node2}\ a\ l\ r \divider a \in t \text{ and } l, r \in T_{i - 1} \}$
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A natural deduction rule structural induction is:
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\[
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\begin{prooftree}
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\hypo{\Gamma \vdash P[x \mapsto \texttt{Leaf}\ a]}
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\hypo{\Gamma, P[x \mapsto s] \vdash P[xs \mapsto \texttt{Node1}\ s]}
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\hypo{\Gamma, P[x \mapsto l], P[x \mapsto r] \vdash P[ \mapsto \texttt{Node2}\ a\ l\ r]}
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\infer3[$(*)$]{\Gamma \vdash \forall x \in \texttt{T}\ t. P}
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\end{prooftree}
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\]
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(*) $a$, $l$, $r$, $s$ not free in $\Gamma, P$
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\newpage
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\subsection{Interpreters}
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Interpreters are prevalent in programming languages, database systems, text processors, HDLs, search engines, etc.
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They are in concept very simple, as they perform three steps read, evaluate, print.
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The implementation of one however is not trivial by any stretch of the imagination.
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\subsubsection{Read step}
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During this step, text is turned from text into a more easily handlable format
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\paragraph{Lexical Analysis}
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During lexical analysis, the input is turned into tokens.
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For example: The source code is \texttt{position := initial + rate + 60}
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The translation is:
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\begin{multicols}{2}
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\begin{enumerate}
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\item Identifier \texttt{position}
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\item Assignment symbol \texttt{:=}
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\item Identifier \texttt{initial}
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\item Addition symbol \texttt{+}
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\item Identifier \texttt{rate}
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\item Addition symbol \texttt{+}
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\item Number \texttt{60}
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\end{enumerate}
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\end{multicols}
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It also removes whitespaces and comments
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\paragraph{Parsing}
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The tokens are then turned into an abstract syntax tree.
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The syntax is specified by a grammar such as:
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\begin{align*}
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Expr & ::= Identifier \divider Number \divider Expr\; \texttt{`+`}\; Expr \\
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Assign & ::= Identifier\; \texttt{`:=`}\; Expr
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\end{align*}
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This can also be represented as a haskell type:
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\begin{code}{haskell}
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data Expr = Identifier Ident | Number Num | Plus Expr Expr
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data Assign = Assignment Ident Expr
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type Ident = String
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type Num = Int
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\end{code}
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Since some to be parsed statements are more complex to parse, we may do combinatory parsing.
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This is much more powerful as it can handle ambiguous grammars typically found in real programming languages.
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We can use for example these parser combinators:
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\newpage
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\inputcode{haskell}{code/10_parser.hs}
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These are just some of the functions defined.
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You can find a full mini-haskell and lambda-calculus parser on CodeExpert (at the time of writing this that was the case at least)
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\newpage
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\subsection{Evaluation}
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Evaluation is then done using tree traversal as we have already seen in the haskell section.
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