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+FROM SIGPLAN NOTICES, 21(12):158-166, December 1986. (C) D.A.Turner
+
+
+ _A_n_ _O_v_e_r_v_i_e_w_ _o_f_ _M_i_r_a_n_d_a
+
+ David Turner
+ Computing Laboratory
+ University of Kent
+ Canterbury CT2 7NF
+ ENGLAND
+
+
+Miranda is an advanced functional programming system which runs under
+the UNIX operating system (*). The aim of the Miranda system is to
+provide a modern functional language, embedded in a convenient
+programming environment, suitable both for teaching and as a general
+purpose programming tool. The purpose of this short article is to give
+a brief overview of the main features of Miranda. The topics we shall
+discuss, in order, are:
+
+ Basic ideas
+ The Miranda programming environment
+ Guarded equations and block structure
+ Pattern matching
+ Currying and higher order functions
+ List comprehensions
+ Lazy evaluation and infinite lists
+ Polymorphic strong typing
+ User defined types
+ Type synonyms
+ Abstract data types
+ Separate compilation and linking
+ Current implementation status
+
+(*) _N_o_t_e: UNIX is a trademark of AT&T Bell Laboratories, Miranda is a
+ trademark of Research Software Ltd.
+
+_B_a_s_i_c_ _i_d_e_a_s
+ The Miranda programming language is purely functional - there are no
+side effects or imperative features of any kind. A program (actually we
+don't call it a program, we call it a "script") is a collection of
+equations defining various functions and data structures which we are
+interested in computing. The order in which the equations are given is
+not in general significant. There is for example no obligation for the
+definition of an entity to precede its first use. Here is a very simple
+example of a Miranda script:
+ z = sq x / sq y
+ sq n = n * n
+ x = a + b
+ y = a - b
+ a = 10
+ b = 5
+Notice the absence of syntactic baggage - Miranda is, by design, rather
+terse. There are no mandatory type declarations, although (see later)
+the language is strongly typed. There are no semicolons at the end of
+definitions - the parsing algorithm makes intelligent use of layout.
+Note that the notation for function application is simply juxtaposition,
+as in "sq x". In the definition of the sq function, "n" is a formal
+parameter - its scope is limited to the equation in which it occurs
+(whereas the other names introduced above have the whole script for
+their scope).
+
+The most commonly used data structure is the list, which in Miranda is
+written with square brackets and commas, eg:
+ week_days = ["Mon","Tue","Wed","Thur","Fri"]
+ days = week_days ++ ["Sat","Sun"]
+Lists may be appended by the "++" operator. Other useful operations on
+lists include infix ":" which prefixes an element to the front of a
+list, "#" which takes the length of a list, and infix "!" which does
+subscripting. So for example 0:[1,2,3] has the value [0,1,2,3], #days
+is 7, and days!0 is "Mon".
+
+There is also an operator "--" which does list subtraction. For example
+[1,2,3,4,5] -- [2,4] is [1,3,5].
+
+There is a shorthand notation using ".." for lists whose elements form
+an arithmetic series. Here for example are definitions of the factorial
+function, and of a number "result" which is the sum of the odd numbers
+between 1 and 100 (sum and product are library functions):
+ fac n = product [1..n]
+ result = sum [1,3..100]
+
+The elements of a list must all be of the same type. A sequence of
+elements of mixed type is called a tuple, and is written using
+parentheses instead of square brackets. Example
+ employee = ("Jones",True,False,39)
+Tuples are analogous to records in Pascal (whereas lists are analogous
+to arrays). Tuples cannot be subscripted - their elements are extracted
+by pattern matching (see later).
+
+_T_h_e_ _p_r_o_g_r_a_m_m_i_n_g_ _e_n_v_i_r_o_n_m_e_n_t
+ The Miranda system is interactive and runs under UNIX as a self
+contained subsystem. The basic action is to evaluate expressions,
+supplied by the user at the terminal, in the environment established by
+the current script. For example evaluating "z" in the context of the
+first script given above would produce the result "9.0".
+
+The Miranda compiler works in conjunction with an editor (by default
+this is "vi" but it can be set to any editor of the user's choice).
+Scripts are automatically recompiled after edits, and any syntax or type
+errors signalled immediately. The polymorphic type system permits a
+high proportion of logical errors to be detected at compile time.
+
+There is quite a large library of standard functions. There is also an
+online reference manual. The interface to UNIX permits Miranda programs
+to take data from, and send data to, UNIX files and it is also possible
+to invoke Miranda programs directly from the UNIX shell and to combine
+them, via UNIX pipes, with processes written in other languages.
+
+_G_u_a_r_d_e_d_ _e_q_u_a_t_i_o_n_s_ _a_n_d_ _b_l_o_c_k_ _s_t_r_u_c_t_u_r_e
+ An equation can have several alternative right hand sides distinguished
+by "guards" - the guard is written on the right following a comma. For
+example the greatest common divisor function can be written:
+ gcd a b = gcd (a-b) b, _i_f a>b
+ = gcd a (b-a), _i_f a<b
+ = a, _i_f a=b
+
+The last guard in such a series of alternatives can be written
+"_o_t_h_e_r_w_i_s_e", instead of "_i_f condition", to indicate a default case(*).
+
+It is also permitted to introduce local definitions on the right hand
+side of a definition, by means of a "where" clause. Consider for
+example the following definition of a function for solving quadratic
+equations (it either fails or returns a list of one or two real roots):
+
+ quadsolve a b c = error "complex roots", _i_f delta<0
+ = [-b/(2*a)], _i_f delta=0
+ = [-b/(2*a) + radix/(2*a),
+ -b/(2*a) - radix/(2*a)], _i_f delta>0
+ _w_h_e_r_e
+ delta = b*b - 4*a*c
+ radix = sqrt delta
+
+Where clauses may occur nested, to arbitrary depth, allowing Miranda
+programs to be organised with a nested block structure. Indentation of
+inner blocks is compulsory, as layout information is used by the parser.
+
+(*) _N_o_t_e: In early versions of Miranda the keyword _i_f was not required.
+
+_P_a_t_t_e_r_n_ _m_a_t_c_h_i_n_g
+ It is permitted to define a function by giving several alternative
+equations, distinguished by the use of different patterns in the formal
+parameters. This provides another method of doing case analysis which
+is often more elegant than the use of guards. We here give some simple
+examples of pattern matching on natural numbers, lists and tuples.
+Here is (another) definition of the factorial function, and a definition
+of Ackermann's function:
+ fac 0 = 1
+ fac (n+1) = (n+1) * fac n
+
+ ack 0 n = n+1
+ ack (m+1) 0 = ack m 1
+ ack (m+1) (n+1) = ack m (ack (m+1) n)
+
+Here is a (naive) definition of a function for computing the n'th
+Fibonacci number:
+ fib 0 = 0
+ fib 1 = 1
+ fib (n+2) = fib (n+1) + fib n
+
+Here are some simple examples of functions defined by pattern matching
+on lists:
+ sum [] = 0
+ sum (a:x) = a + sum x
+
+ product [] = 1
+ product (a:x) = a * product x
+
+ reverse [] = []
+ reverse (a:x) = reverse x ++ [a]
+
+Accessing the elements of a tuple is also done by pattern matching. For
+example the selection functions on 2-tuples can be defined thus
+ fst (a,b) = a
+ snd (a,b) = b
+
+As final examples we give the definitions of two Miranda library
+functions, take and drop, which return the first n members of a list,
+and the rest of the list without the first n members, respectively
+ take 0 x = []
+ take (n+1) [] = []
+ take (n+1) (a:x) = a : take n x
+
+ drop 0 x = x
+ drop (n+1) [] = []
+ drop (n+1) (a:x) = drop n x
+
+Notice that the two functions are defined in such a way that that the
+following identity always holds - "take n x ++ drop n x = x" - including
+in the pathological case that the length of x is less than n.
+
+_C_u_r_r_y_i_n_g_ _a_n_d_ _h_i_g_h_e_r_ _o_r_d_e_r_ _f_u_n_c_t_i_o_n_s
+ Miranda is a fully higher order language - functions are first class
+citizens and can be both passed as parameters and returned as results.
+Function application is left associative, so when we write "f x y" it is
+parsed as "(f x) y", meaning that the result of applying f to x is a
+function, which is then applied to y. The reader may test out his
+understanding of higher order functions by working out what is the value
+of "answer" in the following script:
+ answer = twice twice twice suc 0
+ twice f x = f (f x)
+ suc x = x + 1
+
+Note that in Miranda every function of two or more arguments is actually
+a higher order function. This is very useful as it permits partial
+application. For example "member" is a library function such that
+"member x a" tests if the list x contains the element a (returning True
+or False as appropriate). By partially applying member we can derive
+many useful predicates, such as
+ vowel = member ['a','e','i','o','u']
+ digit = member ['0','1','2','3','4','5','6','7','8','9']
+ month = member ["Jan","Feb","Mar","Apr","Jun","Jul","Aug","Sep",
+ "Oct","Nov","Dec"]
+ As another example of higher order programming consider the function
+foldr, defined
+ foldr op k [] = k
+ foldr op k (a:x) = op a (foldr op k x)
+
+All the standard list processing functions can be obtained by partially
+applying foldr. Examples
+ sum = foldr (+) 0
+ product = foldr (*) 1
+ reverse = foldr postfix []
+ _w_h_e_r_e postfix a x = x ++ [a]
+
+_L_i_s_t_ _c_o_m_p_r_e_h_e_n_s_i_o_n_s
+ List comprehensions give a concise syntax for a rather general class of
+iterations over lists. The syntax is adapted from an analogous notation
+used in set theory (called "set comprehension"). A simple example of a
+list comprehension is:
+ [ n*n | n <- [1..100] ]
+This is a list containing (in order) the squares of all the numbers from
+1 to 100. The above expression can be read as "list of all n*n such
+that n is drawn from the list 1 to 100". Note that "n" is a local
+variable of the above expression. The variable-binding construct to the
+right of the bar is called a "generator" - the "<-" sign denotes that
+the variable introduced on its left ranges over all the elements of the
+list on its right. The general form of a list comprehension in Miranda
+is:
+ [ body | qualifiers ]
+Each qualifier is either a generator, of the form var<-exp, or else a
+filter, which is a boolean expression used to restrict the ranges of the
+variables introduced by the generators. When two or more qualifiers are
+present they are separated by semicolons. An example of a list
+comprehension with two generators is given by the following definition
+of a function for returning a list of all the permutations of a given
+list,
+ perms [] = [[]]
+ perms x = [ a:y | a <- x; y <- perms (x--[a]) ]
+
+The use of a filter is shown by the following definition of a function
+which takes a number and returns a list of all its factors,
+ factors n = [ i | i <- [1..n _d_i_v 2]; n _m_o_d i = 0 ]
+
+List comprehensions often allow remarkable conciseness of expression.
+We give two examples. Here is a Miranda statement of Hoare's
+"Quicksort" algorithm, as a method of sorting a list,
+ sort [] = []
+ sort (a:x) = sort [ b | b <- x; b<=a ]
+ ++ [a] ++
+ sort [ b | b <- x; b>a ]
+
+Next is a Miranda solution to the eight queens problem. We have to
+place eight queens on chess board so that no queen gives check to any
+other. Since any solution must have exactly one queen in each column, a
+suitable representation for a board is a list of integers giving the row
+number of the queen in each successive column. In the following script
+the function "queens n" returns all safe ways to place queens on the
+first n columns. A list of all solutions to the eight queens problem is
+therefore obtained by printing the value of (queens 8)
+ queens 0 = [[]]
+ queens (n+1) = [ q:b | b <- queens n; q <- [0..7]; safe q b ]
+ safe q b = and [ ~checks q b i | i <- [0..#b-1] ]
+ checks q b i = q=b!i \/ abs(q - b!i)=i+1
+
+_L_a_z_y_ _e_v_a_l_u_a_t_i_o_n_ _a_n_d_ _i_n_f_i_n_i_t_e_ _l_i_s_t_s
+ Miranda's evaluation mechanism is "lazy", in the sense that no
+subexpression is evaluated until its value is known to be required. One
+consequence of this is that is possible to define functions which are
+non-strict (meaning that they are capable of returning an answer even if
+one of their arguments is undefined). For example we can define a
+conditional function as follows,
+ cond True x y = x
+ cond False x y = y
+and then use it in such situations as "cond (x=0) 0 (1/x)".
+
+The other main consequence of lazy evaluation is that it makes it
+possible to write down definitions of infinite data structures. Here
+are some examples of Miranda definitions of infinite lists (note that
+there is a modified form of the ".." notation for endless arithmetic
+progressions)
+ ones = 1 : ones
+ repeat a = x
+ _w_h_e_r_e x = a : x
+ nats = [0..]
+ odds = [1,3..]
+ squares = [ n*n | n <- [0..] ]
+ perfects = [ n | n <- [1..]; sum(factors n) = n ]
+ primes = sieve [ 2.. ]
+ _w_h_e_r_e
+ sieve (p:x) = p : sieve [ n | n <- x; n _m_o_d p > 0 ]
+
+One interesting application of infinite lists is to act as lookup tables
+for caching the values of a function. For example our earlier naive
+definition of "fib" can be improved from exponential to linear
+complexity by changing the recursion to use a lookup table, thus
+ fib 0 = 1
+ fib 1 = 1
+ fib (n+2) = flist!(n+1) + flist!n
+ _w_h_e_r_e
+ flist = map fib [ 0.. ]
+
+Another important use of infinite lists is that they enable us to write
+functional programs representing networks of communicating processes.
+Consider for example the Hamming numbers problem - we have to print in
+ascending order all numbers of the form 2^a*3^b*5^c, for a,b,c>=0.
+There is a nice solution to this problem in terms of communicating
+processes, which can be expressed in Miranda as follows
+ hamming = 1 : merge (f 2) (merge (f 3) (f 5))
+ _w_h_e_r_e
+ f a = [ n*a | n <- hamming ]
+ merge (a:x) (b:y) = a : merge x (b:y), _i_f a<b
+ = b : merge (a:x) y, _i_f a>b
+ = a : merge x y, _o_t_h_e_r_w_i_s_e
+
+_P_o_l_y_m_o_r_p_h_i_c_ _s_t_r_o_n_g_ _t_y_p_i_n_g
+ Miranda is strongly typed. That is, every expression and every
+subexpression has a type, which can be deduced at compile time, and any
+inconsistency in the type structure of a script results in a compile
+time error message. We here briefly summarise Miranda's notation for
+its types.
+
+There are three primitive types, called num, bool, and char. The type
+num comprises integer and floating point numbers (the distinction
+between integers and floating point numbers is handled at run time -
+this is not regarded as being a type distinction). There are two values
+of type bool, called True and False. The type char comprises the
+Latin-1 character set - character constants are written in single
+quotes, using C escape conventions, e.g. 'a', '$', '\n' etc.
+
+If T is type, then [T] is the type of lists whose elements are of type
+T. For example [[1,2],[2,3],[4,5]] is of type [[num]], that is list of
+lists of numbers. String constants are of type [char], in fact a string
+such as "hello" is simply a shorthand way of writing
+['h','e','l','l','o'].
+
+If T1 to Tn are types, then (T1, ... ,Tn) is the type of tuples with
+objects of these types as components. For example (True,"hello",36) is
+of type (bool,[char],num).
+
+If T1 and T2 are types, then T1->T2 is the type of a function with
+arguments in T1 and results in T2. For example the function sum is of
+type [num]->num. The function quadsolve, given earlier, is of type
+num->num->num->[num]. Note that "->" is right associative.
+
+Miranda scripts can include type declarations. These are written using
+"::" to mean is of type. Example
+ sq :: num -> num
+ sq n = n * n
+The type declaration is not necessary, however. The compiler is always
+able to deduce the type of an identifier from its defining equation.
+Miranda scripts often contain type declarations as these are useful for
+documentation (and they provide an extra check, since the typechecker
+will complain if the declared type is inconsistent with the inferred
+one).
+
+Types can be polymorphic, in the sense of [Milner 1978]. This is
+indicated by using the symbols * ** *** etc. as an alphabet of generic
+type variables. For example, the identity function, defined in the
+Miranda library as
+ id x = x
+has the following type
+ id :: * -> *
+this means that the identity function has many types. Namely all those
+which can be obtained by substituting an arbitrary type for the generic
+type variable, eg "num->num", "bool->bool", "(*->**) -> (*->**)" and so
+on.
+
+We illustrate the Miranda type system by giving types for some of the
+functions so far defined in this article
+ fac :: num -> num
+ ack :: num -> num -> num
+ sum :: [num] -> num
+ month :: [char] -> bool
+ reverse :: [*] -> [*]
+ fst :: (*,**) -> *
+ snd :: (*,**) -> **
+ foldr :: (*->**->**) -> ** -> [*] -> **
+ perms :: [*] -> [[*]]
+
+_U_s_e_r_ _d_e_f_i_n_e_d_ _t_y_p_e_s
+ The user may introduce new types. This is done by an equation in
+"::=". For example a type of labelled binary trees (with numeric
+labels) would be introduced as follows,
+ tree ::= Nilt | Node num tree tree
+
+This introduces three new identifiers - "tree" which is the name of the
+type, and "Nilt" and "Node" which are the constructors for trees - note
+that constructors must begin with an upper case letter. Nilt is an
+atomic constructor, while Node takes three arguments, of the types
+shown. Here is an example of a tree built using these constructors
+ t1 = Node 7 (Node 3 Nilt Nilt) (Node 4 Nilt Nilt)
+
+To analyse an object of user defined type, we use pattern matching. For
+example here is a definition of a function for taking the mirror image
+of a tree
+ mirror Nilt = Nilt
+ mirror (Node a x y) = Node a (mirror y) (mirror x)
+
+User defined types can be polymorphic - this is shown by introducing one
+or more generic type variables as parameters of the "::=" equation. For
+example we can generalise the definition of tree to allow arbitrary
+labels, thus
+ tree * ::= Nilt | Node * (tree *) (tree *)
+this introduces a family of tree types, including tree num, tree bool,
+tree (char->char), and so on.
+
+The types introduced by "::=" definitions are called "algebraic types".
+Algebraic types are a very general idea. They include scalar
+enumeration types, eg
+ color ::= Red | Orange | Yellow | Green | Blue | Indigo | Violet
+
+and also give us a way to do union types, for example
+ bool_or_num ::= Left bool | Right num
+
+It is interesting to note that all the basic data types of Miranda could
+be defined from first principles, using "::=" equations. For example
+here are type definitions for bool, (natural) numbers and lists,
+ bool ::= True | False
+ nat ::= Zero | Suc nat
+ list * ::= Nil | Cons * (list *)
+Having types such as "num" built in is done for reasons of efficiency -
+it isn't logically necessary.
+
+_N_o_t_e: In versions of Miranda before release two (1989) it was possible
+to associate "laws" with the constructors of an algebraic type, which
+are applied whenever an object of the type is built. For details see
+[Turner 1985, Thompson 1986]. This feature was little used and since
+has been removed from the language.
+
+_T_y_p_e_ _s_y_n_o_n_y_m_s
+ The Miranda programmer can introduce a new name for an already existing
+type. We use "==" for these definitions, to distinguish them from
+ordinary value definitions. Examples
+ string == [char]
+ matrix == [[num]]
+
+Type synonyms are entirely transparent to the typechecker - it is best
+to think of them as macros. It is also possible to introduce synonyms
+for families of types. This is done by using generic type symbols as
+formal parameters, as in
+ array * == [[*]]
+so now eg `array num' is the same type as `matrix'.
+
+_A_b_s_t_r_a_c_t_ _d_a_t_a_ _t_y_p_e_s
+ In addition to concrete types, introduced by "::=" or "==" equations,
+Miranda permits the definition of abstract types, whose implementation
+is "hidden" from the rest of the program. To show how this works we
+give the standard example of defining stack as an abstract data type
+(here based on lists):
+
+ _a_b_s_t_y_p_e stack *
+ _w_i_t_h empty :: stack *
+ isempty :: stack * -> bool
+ push :: * -> stack * -> stack *
+ pop :: stack * -> stack *
+ top :: stack * -> *
+
+ stack * == [*]
+ empty = []
+ isempty x = (x=[])
+ push a x = (a:x)
+ pop (a:x) = x
+ top (a:x) = a
+
+We see that the definition of an abstract data type consists of two
+parts. First a declaration of the form "abstype ... with ...", where
+the names following the "with" are called the _s_i_g_n_a_t_u_r_e of the abstract
+data type. These names are the interface between the abstract data type
+and the rest of the program. Then a set of equations giving bindings
+for the names introduced in the abstype declaration. These are called
+the _i_m_p_l_e_m_e_n_t_a_t_i_o_n _e_q_u_a_t_i_o_n_s.
+
+The type abstraction is enforced by the typechecker. The mechanism
+works as follows. When typechecking the implementation equations the
+abstract type and its representation are treated as being the same type.
+In the whole of the rest of the script the abstract type and its
+representation are treated as two separate and completely unrelated
+types. This is somewhat different from the usual mechanism for
+implementing abstract data types, but has a number of advantages. It is
+discussed at somewhat greater length in [Turner 85].
+
+_S_e_p_a_r_a_t_e_ _c_o_m_p_i_l_a_t_i_o_n_ _a_n_d_ _l_i_n_k_i_n_g
+ The basic mechanisms for separate compilation and linking are extremely
+simple. Any Miranda script can contain one or more directives of the
+form
+ %include "pathname"
+where "pathname" is the name of another Miranda script file (which might
+itself contain include directives, and so on recursively - cycles in the
+include structure are not permitted however). The visibility of names
+to an including script is controlled by a directive in the included
+script, of the form
+ %export names
+It is permitted to export types as well as values. It is not permitted
+to export a value to a place where its type is unknown, so if you export
+an object of a locally defined type, the typename must be exported also.
+Exporting the name of a "::=" type automatically exports all its
+constructors. If a script does not contain an export directive, then
+the default is that all the names (and typenames) it defines will be
+exported (but not those which it acquired by %include statements).
+
+It is also permitted to write a _p_a_r_a_m_e_t_r_i_s_e_d script, in which certain
+names and/or typenames are declared as "free". An example is that we
+might wish to write a package for doing matrix algebra without knowing
+what the type of the matrix elements are going to be. A header for such
+a package could look like this:
+ %free { element :: type
+ zero, unit :: element
+ mult, add, subtract, divide :: element->element->element
+ }
+
+ %export matmult determinant eigenvalues eigenvectors ...
+ || here would follow definitions of matmult, determinant,
+ || eigenvalues, etc. in terms of the free identifiers zero,
+ || unit, mult, add, subtract, divide
+
+In the using script, the corresponding %include statement must give a
+set of bindings for the free variables of the included script. For
+example here is an instantiation of the matrix package sketched above,
+with real numbers as the chosen element type:
+ %include "matrix_pack"
+ { element == num; zero = 0; unit = 1
+ mult = *; add = +; subtract = -; divide = /
+ }
+
+The three directives %include, %export and %free provide the Miranda
+programmer with a flexible and type secure mechanism for structuring
+larger pieces of software from libraries of smaller components.
+
+Separate compilation is administered without user intervention. Each
+file containing a Miranda script is shadowed by an object code file
+created by the system and object code files are automatically recreated
+and relinked if they become out of date with respect to any relevant
+source. (This behaviour is similar to that achieved by the
+UNIX program "make", except that here the user is not required to write
+a makefile - the necessary dependency information is inferred from the
+%include directives in the Miranda source.)
+
+_C_u_r_r_e_n_t_ _i_m_p_l_e_m_e_n_t_a_t_i_o_n_ _s_t_a_t_u_s
+ An implementation of Miranda is available for a range of UNIX machines
+including SUN-4/Sparc, DEC Alpha, MIPS, Apollo, Sequent Symmetry,
+Sequent Balance, Silicon Graphics, IBM RS/6000, HP9000, PC/Linux. This
+is an interpretive implementation which works by compiling Miranda
+scripts to an intermediate code based on combinators. It is currently
+running at 550 sites (as of August 1996).
+
+Licensing information can be obtained from the world wide web at
+ http://miranda.org.uk
+
+
+REFERENCES
+
+Milner, R. "A Theory of Type Polymorphism in Programming" Journal of
+Computer and System Sciences, vol 17, 1978.
+
+Thompson, S.J. "Laws in Miranda" Proceedings 4th ACM International
+Conference on LISP and Functional Programming, Boston Mass, August 1986.
+
+Turner, D.A. "Miranda: A non-strict functional language with
+polymorphic types" Proceedings IFIP International Conference on
+Functional Programming Languages and Computer Architecture, Nancy
+France, September 1985 (Springer Lecture Notes in Computer Science, vol
+201).
+
+[Note - this overview of Miranda first appeared in SIGPLAN Notices,
+December 1986. It has here been revised slightly to bring it up to
+date.]
+