Here’s an enhanced page for the Cookbook: https://lispcookbook.github.io/cl-cookbook/functions.html

Only the Currying part was untouched (we enhanced it already), the higher-order functions part existed and was rewritten. The rest is new, and it should help you start writing Common Lisp quicker than ever.

Happy lisping !

Table of Contents

Named functions: defun

Creating named functions is done with the defun keyword. It follows this model:

(defun <name> (list of arguments)
  "docstring"
  (function body))

The return value is the value returned by the last expression of the body (see below for more). There is no “return xx” statement.

So, for example:

(defun hello-world ()
  ;;               ^^ no arguments
  (print "hello world!"))

Call it:

(hello-world)
;; "hello world!"  <-- output
;; "hello world!"  <-- a string is returned.

Arguments

Base case: required arguments

Add in arguments like this:

(defun hello (name)
  "Say hello to `name'."
  (format t "hello ~a !~&" name))
;; HELLO

(where ~a is the most used format directive to print a variable aesthetically and ~& prints a newline)

Call the function:

(hello "me")
;; hello me !  <-- this is printed by `format`
;; NIL         <-- return value: `format t` prints a string to standard output and returns nil.

If you don’t specify the right amount of arguments, you’ll be trapped into the interactive debugger with an explicit error message:

(hello)

invalid number of arguments: 0

Optional arguments: &optional

Optional arguments are declared after the &optional keyword in the lambda list. They are ordered, they must appear one after another.

This function:

(defun hello (name &optional age gender) …)

must be called like this:

(hello "me") ;; a value for the required argument, zero optional arguments
(hello "me" "7")  ;; a value for age
(hello "me" 7 :h) ;; a value for age and gender

Named parameters: &key

It is not always convenient to remember the order of the arguments. It is thus possible to supply arguments by name: we declare them using &key <name>, we set them with :name <value> in the function call, and we use name as a regular variable in the function body. They are nil by default.

(defun hello (name &key happy)
  "If `happy' is `t', print a smiley"
  (format t "hello ~a " name)
  (when happy
    (format t ":)~&"))

The following calls are possible:

(hello "me")
(hello "me" :happy t)
(hello "me" :happy nil) ;; useless, equivalent to (hello "me")

and this is not valid: (hello "me" :happy):

odd number of &KEY arguments

A similar example of a function declaration, with several key parameters:

(defun hello (name &key happy lisper cookbook-contributor-p) …)

it can be called with zero or more key parameters, in any order:

(hello "me" :lisper t)
(hello "me" :lisper t :happy t)
(hello "me" :cookbook-contributor-p t :happy t)

Mixing optional and key parameters

It is generally a style warning, but it is possible.

(defun hello (&optional name &key happy)
  (format t "hello ~a " name)
  (when happy
    (format t ":)~&")))

In SBCL, this yields:

; in: DEFUN HELLO
;     (SB-INT:NAMED-LAMBDA HELLO
;         (&OPTIONAL NAME &KEY HAPPY)
;       (BLOCK HELLO (FORMAT T "hello ~a " NAME) (WHEN HAPPY (FORMAT T ":)~&"))))
;
; caught STYLE-WARNING:
;   &OPTIONAL and &KEY found in the same lambda list: (&OPTIONAL (NAME "John") &KEY
;                                                      HAPPY)
;
; compilation unit finished
;   caught 1 STYLE-WARNING condition

We can call it:

(hello "me" :happy t)
;; hello me :)
;; NIL

Default values

In the lambda list, use pairs to give a default value to an optional or a key argument, like (happy t) below:

(defun hello (name &key (happy t))

Now happy is true by default.

Variable number of arguments: &rest

Sometimes you want a function to accept a variable number of arguments. Use &rest <variable>, where <variable> will be a list.

(defun mean (x &rest numbers)
    (/ (apply #'+ x numbers)
       (1+ (length numbers))))

(mean 1)
(mean 1 2)
(mean 1 2 3 4 5)

&allow-other-keys

Observe:

(defun hello (name &key happy)
  (format t "hello ~a~&" name))

(hello "me" :lisper t)
;; => Error: unknown keyword argument

whereas

(defun hello (name &key happy &allow-other-keys)
  (format t "hello ~a~&" name))

(hello "me" :lisper t)
;; hello me

We might need &allow-other-keys when passing around arguments or with higher level manipulation of functions.

Return values

The return value of the function is the value returned by the last executed form of the body.

There are ways for non-local exits (return-from <function name> <value>), but they are usually not needed.

Common Lisp has also the concept of multiple return values.

Multiple return values: values and multiple-value-bind

Returning multiple values is not like returning a tuple or a list of results ;) This is a common misconception.

Multiple values are specially useful and powerful because a change in them needs little to no refactoring.

(defun foo (a b c)
  a)

This function returns a.

(defvar *res* (foo :a :b :c))
;; :A

We use values to return multiple values:

(defun foo (a b c)
  (values a b c))

(setf *res* (foo :a :b :c))
;; :A

Observe here that *res* is still :A.

All functions that use the return value of foo need no change, they still work. If we had returned a list or an array, this would be different.

We destructure multiple values with multiple-value-bind (or mvb+TAB in Slime for short):

(multiple-value-bind (res1 res2 res3)
    (foo :a :b :c)
  (format t "res1 is ~a, res2 is ~a, res2 is ~a~&" res1 res2 res3))
;; res1 is A, res2 is B, res2 is C
;; NIL

Its general form is

(multiple-value-bind (var-1 .. var-n) expr
  body)

The variables var-n are not available outside the scope of multiple-value-bind.

Last but not least: note that (values) with no values returns… no values at all.

See also multiple-value-call.

Anonymous functions: lambda

Anonymous functions are created with lambda:

(lambda (x) (print x))

We can call a lambda with funcall or apply (see below).

If the first element of an unquoted list is a lambda expression, the lambda is called:

((lambda (x) (print x)) "hello")
;; hello

Calling functions programatically: funcall and apply

funcall is to be used with a known number of arguments, when apply can be used on a list, for example from &rest:

(funcall #'+ 1 2)
(apply #'+ '(1 2))

Higher order functions: functions that return functions

Writing functions that return functions is simple enough:

(defun adder (n)
  (lambda (x) (+ x n)))
;; ADDER

Here we have defined the function adder which returns an object of type function.

To call the resulting function, we must use funcall or apply:

(adder 5)
;; #<CLOSURE (LAMBDA (X) :IN ADDER) {100994ACDB}>
(funcall (adder 5) 3)
;; 8

Trying to call it right away leads to an illegal function call:

((adder 3) 5)
In: (ADDER 3) 5
    ((ADDER 3) 5)
Error: Illegal function call.

Indeed, CL has different namespaces for functions and variables, i.e. the same name can refer to different things depending on its position in a form that’s evaluated.

;; The symbol foo is bound to nothing:
CL-USER> (boundp 'foo)
NIL
CL-USER> (fboundp 'foo)
NIL
;; We create a variable:
CL-USER> (defparameter foo 42)
FOO
* foo
42
;; Now foo is "bound":
CL-USER> (boundp 'foo)
T
;; but still not as a function:
CL-USER> (fboundp 'foo)
NIL
;; So let's define a function:
CL-USER> (defun foo (x) (* x x))
FOO
;; Now the symbol foo is bound as a function too:
CL-USER> (fboundp 'foo)
T
;; Get the function:
CL-USER> (function foo)
#<FUNCTION FOO>
;; and the shorthand notation:
* #'foo
#<FUNCTION FOO>
;; We call it:
(funcall (function adder) 5)
#<CLOSURE (LAMBDA (X) :IN ADDER) {100991761B}>
;; and call the lambda:
(funcall (funcall (function adder) 5) 3)
8

To simplify a bit, you can think of each symbol in CL having (at least) two “cells” in which information is stored. One cell - sometimes referred to as its value cell - can hold a value that is bound to this symbol, and you can use boundp to test whether the symbol is bound to a value (in the global environment). You can access the value cell of a symbol with symbol-value.

The other cell - sometimes referred to as its function cell - can hold the definition of the symbol’s (global) function binding. In this case, the symbol is said to be fbound to this definition. You can use fboundp to test whether a symbol is fbound. You can access the function cell of a symbol (in the global environment) with symbol-function.

Now, if a symbol is evaluated, it is treated as a variable in that its value cell is returned (just foo). If a compound form, i.e. a cons, is evaluated and its car is a symbol, then the function cell of this symbol is used (as in (foo 3)).

In Common Lisp, as opposed to Scheme, it is not possible that the car of the compound form to be evaluated is an arbitrary form. If it is not a symbol, it must be a lambda expression, which looks like (lambdalambda-list form*).

This explains the error message we got above - (adder 3) is neither a symbol nor a lambda expression.

If we want to be able to use the symbol *my-fun* in the car of a compound form, we have to explicitely store something in its function cell (which is normally done for us by the macro defun):

;;; continued from above
CL-USER> (fboundp '*my-fun*)
NIL
CL-USER> (setf (symbol-function '*my-fun*) (adder 3))
#<CLOSURE (LAMBDA (X) :IN ADDER) {10099A5EFB}>
CL-USER> (fboundp '*my-fun*)
T
CL-USER> (*my-fun* 5)
8

Read the CLHS section about form evaluation for more.

Closures

Closures allow to capture lexical bindings:

(let ((limit 3)
      (counter -1))
    (defun my-counter ()
      (if (< counter limit)
          (incf counter)
          (setf counter 0))))

(my-counter)
0
(my-counter)
1
(my-counter)
2
(my-counter)
3
(my-counter)
0

Or similarly:

(defun repeater (n)
  (let ((counter -1))
     (lambda ()
       (if (< counter n)
         (incf counter)
         (setf counter 0)))))

(defparameter *my-repeater* (repeater 3))
;; *MY-REPEATER*
(funcall *my-repeater*)
0
(funcall *my-repeater*)
1
(funcall *my-repeater*)
2
(funcall *my-repeater*)
3
(funcall *my-repeater*)
0

See more on Practical Common Lisp.

setf functions

A function name can also be a list of two symbols with setf as the first one, and where the first argument is the new value:

(defun (setf <name>) (new-value <other arguments>)
  body)

This mechanism is particularly used for CLOS methods.

A silly example:

(defparameter *current-name* ""
  "A global name.")

(defun hello (name)
  (format t "hello ~a~&" name))

(defun (setf hello) (new-value)
  (hello new-value)
  (setf *current-name* new-value)
  (format t "current name is now ~a~&" new-value))

(setf (hello) "Alice")
;; hello Alice
;; current name is now Alice
;; NIL

Currying

Concept

A related concept is that of currying which you might be familiar with if you’re coming from a functional language. After we’ve read the last section that’s rather easy to implement:

CL-USER> (declaim (ftype (function (function &rest t) function) curry) (inline curry))
NIL
CL-USER> (defun curry (function &rest args)
           (lambda (&rest more-args)
	           (apply function (append args more-args))))
CURRY
CL-USER> (funcall (curry #'+ 3) 5)
8
CL-USER> (funcall (curry #'+ 3) 6)
9
CL-USER> (setf (symbol-function 'power-of-ten) (curry #'expt 10))
#<Interpreted Function "LAMBDA (FUNCTION &REST ARGS)" {482DB969}>
CL-USER> (power-of-ten 3)
1000

Note that the declaim statement above is just a hint for the compiler so it can produce more efficient code if it so wishes. Leaving it out won’t change the semantics of the function.

With the Alexandria library

Now that you know how to do it, you may appreciate using the implementation of the Alexandria library (in Quicklisp).

(ql:quickload :alexandria)

(defun adder (foo bar)
  "Add the two arguments."
  (+ foo bar))

(defvar add-one (alexandria:curry #'adder 1) "Add 1 to the argument.")

(funcall add-one 10)  ;; => 11

(setf (symbol-function 'add-one) add-one)
(add-one 10)  ;; => 11

Documentation