#lang scribble/doc @(require scribble/manual scribble/eval "guide-utils.rkt" "contracts-utils.rkt" (for-label racket/contract)) @title[#:tag "contracts-struct"]{Contracts on Structures} Modules deal with structures in two ways. First they export @racket[struct] definitions, i.e., the ability to create structs of a certain kind, to access their fields, to modify them, and to distinguish structs of this kind against every other kind of value in the world. Second, on occasion a module exports a specific struct and wishes to promise that its fields contain values of a certain kind. This section explains how to protect structs with contracts for both uses. @; ---------------------------------------------------------------------- @ctc-section[#:tag "single-struct"]{Guarantees for a Specific Value} If your module defines a variable to be a structure, then you can specify the structure's shape using @racket[struct/c]: @racketmod[ racket (require lang/posn) (define origin (make-posn 0 0)) (provide (contract-out [origin (struct/c posn zero? zero?)])) ] In this example, the module imports a library for representing positions, which exports a @racket[posn] structure. One of the @racket[posn]s it creates and exports stands for the origin, i.e., @tt{(0,0)}, of the grid. @margin-note{See also @racket[vector/c] and similar contract combinators for (flat) compound data.} @; ---------------------------------------------------------------------- @ctc-section[#:tag "define-struct"]{Guarantees for All Values} The book @|HtDP| teaches that @racket[posn]s should contain only numbers in their two fields. With contracts we would enforce this informal data definition as follows: @racketmod[ racket (struct posn (x y)) (provide (contract-out [struct posn ((x number?) (y number?))] [p-okay posn?] [p-sick posn?])) (define p-okay (posn 10 20)) (define p-sick (posn 'a 'b)) ] This module exports the entire structure definition: @racket[posn], @racket[posn?], @racket[posn-x], @racket[posn-y], @racket[set-posn-x!], and @racket[set-posn-y!]. Each function enforces or promises that the two fields of a @racket[posn] structure are numbers --- when the values flow across the module boundary. Thus, if a client calls @racket[posn] on @racket[10] and @racket['a], the contract system signals a contract violation. The creation of @racket[p-sick] inside of the @racket[posn] module, however, does not violate the contracts. The function @racket[posn] is used internally, so @racket['a] and @racket['b] don't cross the module boundary. Similarly, when @racket[p-sick] crosses the boundary of @racket[posn], the contract promises a @racket[posn?] and nothing else. In particular, this check does @italic{not} require that the fields of @racket[p-sick] are numbers. The association of contract checking with module boundaries implies that @racket[p-okay] and @racket[p-sick] look alike from a client's perspective until the client extracts the pieces: @racketmod[ racket (require lang/posn) ... (posn-x p-sick) ... ] Using @racket[posn-x] is the only way the client can find out what a @racket[posn] contains in the @racket[x] field. The application of @racket[posn-x] sends @racket[p-sick] back into the @racket[posn] module and the result value -- @racket['a] here -- back to the client, again across the module boundary. At this very point, the contract system discovers that a promise is broken. Specifically, @racket[posn-x] doesn't return a number but a symbol and is therefore blamed. This specific example shows that the explanation for a contract violation doesn't always pinpoint the source of the error. The good news is that the error is located in the @racket[posn] module. The bad news is that the explanation is misleading. Although it is true that @racket[posn-x] produced a symbol instead of a number, it is the fault of the programmer who created a @racket[posn] from symbols, i.e., the programmer who added @racketblock[ (define p-sick (posn 'a 'b)) ] to the module. So, when you are looking for bugs based on contract violations, keep this example in mind. If we want to fix the contract for @racket[p-sick] so that the error is caught when @racket[sick] is exported, a single change suffices: @racketblock[ (provide (contract-out ... [p-sick (struct/c posn number? number?)])) ] That is, instead of exporting @racket[p-sick] as a plain @racket[posn?], we use a @racket[struct/c] contract to enforce constraints on its components. @; ---------------------------------------------------------------------- @ctc-section[#:tag "lazy-contracts"]{Checking Properties of Data Structures} Contracts written using @racket[struct/c] immediately check the fields of the data structure, but sometimes this can have disastrous effects on the performance of a program that does not, itself, inspect the entire data structure. As an example, consider the binary search tree search algorithm. A binary search tree is like a binary tree, except that the numbers are organized in the tree to make searching the tree fast. In particular, for each interior node in the tree, all of the numbers in the left subtree are smaller than the number in the node, and all of the numbers in the right subtree are larger than the number in the node. We can implement a search function @racket[in?] that takes advantage of the structure of the binary search tree. @racketmod[ racket (struct node (val left right)) (code:comment "determines if `n' is in the binary search tree `b',") (code:comment "exploiting the binary search tree invariant") (define (in? n b) (cond [(null? b) #f] [else (cond [(= n (node-val b)) #t] [(< n (node-val b)) (in? n (node-left b))] [(> n (node-val b)) (in? n (node-right b))])])) (code:comment "a predicate that identifies binary search trees") (define (bst-between? b low high) (or (null? b) (and (<= low (node-val b) high) (bst-between? (node-left b) low (node-val b)) (bst-between? (node-right b) (node-val b) high)))) (define (bst? b) (bst-between? b -inf.0 +inf.0)) (provide (struct-out node)) (provide (contract-out [bst? (any/c . -> . boolean?)] [in? (number? bst? . -> . boolean?)])) ] In a full binary search tree, this means that the @racket[in?] function only has to explore a logarithmic number of nodes. The contract on @racket[in?] guarantees that its input is a binary search tree. But a little careful thought reveals that this contract defeats the purpose of the binary search tree algorithm. In particular, consider the inner @racket[cond] in the @racket[in?] function. This is where the @racket[in?] function gets its speed: it avoids searching an entire subtree at each recursive call. Now compare that to the @racket[bst-between?] function. In the case that it returns @racket[#t], it traverses the entire tree, meaning that the speedup of @racket[in?] is lost. In order to fix that, we can employ a new strategy for checking the binary search tree contract. In particular, if we only checked the contract on the nodes that @racket[in?] looks at, we can still guarantee that the tree is at least partially well-formed, but without changing the complexity. To do that, we need to use @racket[struct/dc] to define @racket[bst-between?]. Like @racket[struct/c], @racket[struct/dc] defines a contract for a structure. Unlike @racket[struct/c], it allows fields to be marked as lazy, so that the contracts are only checked when the matching selector is called. Also, it does not allow mutable fields to be marked as lazy. The @racket[struct/dc] form accepts a contract for each field of the struct and returns a contract on the struct. More interestingly, @racket[struct/dc] allows us to write dependent contracts, i.e., contracts where some of the contracts on the fields depend on the values of other fields. We can use this to define the binary search tree contract: @racketmod[ racket (struct node (val left right)) (code:comment "determines if `n' is in the binary search tree `b'") (define (in? n b) ... as before ...) (code:comment "bst-between : number number -> contract") (code:comment "builds a contract for binary search trees") (code:comment "whose values are between low and high") (define (bst-between/c low high) (or/c null? (struct/dc node [val (between/c low high)] [left (val) #:lazy (bst-between/c low val)] [right (val) #:lazy (bst-between/c val high)]))) (define bst/c (bst-between/c -inf.0 +inf.0)) (provide (struct-out node)) (provide (contract-out [bst/c contract?] [in? (number? bst/c . -> . boolean?)])) ] In general, each use of @racket[struct/dc] must name the fields and then specify contracts for each field. In the above, the @racket[val] field is a contract that accepts values between @racket[low] and @racket[high]. The @racket[left] and @racket[right] fields are dependent on the value of the @racket[val] field, indicated by their second sub-expressions. They are also marked with the @racket[#:lazy] keyword to indicate that they should be checked only when the appropriate accessor is called on the struct instance. Their contracts are built by recursive calls to the @racket[bst-between/c] function. Taken together, this contract ensures the same thing that the @racket[bst-between?] function checked in the original example, but here the checking only happens as @racket[in?] explores the tree. Although this contract improves the performance of @racket[in?], restoring it to the logarithmic behavior that the contract-less version had, it is still imposes a fairly large constant overhead. So, the contract library also provides @racket[define-opt/c] that brings down that constant factor by optimizing its body. Its shape is just like the @racket[define] above. It expects its body to be a contract and then optimizes that contract. @racketblock[ (define-opt/c (bst-between/c low high) (or/c null? (struct/dc node [val (between/c low high)] [left (val) #:lazy (bst-between/c low val)] [right (val) #:lazy (bst-between/c val high)]))) ]