A recursive generator that will generate many different, often nested, values

Like any, but avoids characters that the shell will interpret as actions, like 7 and 14 (bell and alternate character set command)

Create a new generator that passes the result of gen into function k. k should return a new generator. This allows you to create new generators that depend on the value of other generators. For example, to create a generator which first generates a vector of integers, and then chooses a random element from that vector:

(gen/bind (gen/such-that not-empty (gen/vector gen/int))
          ;; this function takes a realized vector,
          ;; and then returns a new generator which
          ;; chooses a random element from it
          gen/elements)

Generates one of true or false. Shrinks to false.

Generates java.lang.Bytes, using the full byte-range.

Generates byte-arrays.

Generates character from 0-255.

Generate alpha characters.

Deprecated - use char-alphanumeric instead.

Generate alphanumeric characters.

Generate alphanumeric characters.

Generate only ascii character.

Create a generator that returns long integers in the range lower to upper, inclusive.

Generates 64-bit floating point numbers from the entire range, including +/- infinity and NaN. Use double* for more control.

Generates a 64-bit floating point number. Options:

:infinite? - whether +/- infinity can be generated (default true) :NaN? - whether NaN can be generated (default true) :min - minimum value (inclusive, default none) :max - maximum value (inclusive, default none)

Note that the min/max options must be finite numbers. Supplying a min precludes -Infinity, and supplying a max precludes +Infinity.

Create a generator that randomly chooses an element from coll.

Examples:

(gen/elements [:foo :bar :baz])

Create a generator that chooses a generator from pairs based on the provided likelihoods. The likelihood of a given generator being chosen is its likelihood divided by the sum of all likelihoods. Shrinks toward choosing an earlier generator, as well as shrinking the value generated by the chosen generator.

Examples:

(gen/frequency [[5 gen/int] [3 (gen/vector gen/int)] [2 gen/boolean]])

Returns a single sample value from the generator, using a default size of 30.

Note that this function is a dev helper and is not meant to be used as part of a larger generator.

Test if x is a generator. Generators should be treated as opaque values.

Like clojure.core/hash-map, except the values are generators. Returns a generator that makes maps with the supplied keys and values generated using the supplied generators.

Examples:

(gen/hash-map :a gen/boolean :b gen/nat)

Generates a positive or negative integer bounded by the generator’s size parameter. (Really returns a long)

Generate keywords without namespaces.

Generate keywords with optional namespaces.

Generates a platform-native integer from the full available range (in clj, 64-bit Longs, and in cljs, numbers between -(2^53 - 1) and (2^53 - 1)).

Use large-integer* for more control.

Like large-integer, but accepts options:

:min the minimum integer (inclusive) :max the maximum integer (inclusive)

Both :min and :max are optional.

Given a random number generator, returns an infinite lazy sequence of random number generators.

Macro for building generators using values from other generators. Uses a binding vector with the same syntax as clojure.core/let, where the right-hand side of the binding pairs are generators, and the left-hand side are names (or destructuring forms) for generated values.

Subsequent generator expressions can refer to the previously bound values, in the same way as clojure.core/let.

Alternately, when the clauses are all independent, you can use a map instead of a vector for the bindings. This will expand to tuple instead of bind, which allows more effective shrinking.

The body of the let can be either a value or a generator, and does the expected thing in either case. In this way let provides the functionality of both bind and fmap.

Examples:

(gen/let [strs (gen/not-empty (gen/list gen/string)) s (gen/elements strs)] {:some-strings strs :one-of-those-strings s})

;; map bindings for independent generators: (gen/let {a gen/large-integer b gen/large-integer} (+’ a b))

;; generates collections of “users” that have integer IDs ;; from 0…N-1, but are in a random order (gen/let [users (gen/list (gen/hash-map :name gen/string-ascii :age gen/nat))] (->> users (map #(assoc %2 :id %1) (range)) (gen/shuffle)))

Like vector, but generates lists.

Generates a list of elements from the given generator, with the guarantee that the elements will be distinct.

If the generator cannot or is unlikely to produce enough distinct elements, this generator will fail in the same way as such-that.

Available options:

:num-elements the fixed size of generated vectors :min-elements the min size of generated vectors :max-elements the max size of generated vectors :max-tries the number of times the generator will be tried before failing when it does not produce distinct elements (default 10) :ex-fn a function of one arg that will be called if test.check cannot generate enough distinct values; it will be passed a map with :gen, :num-elements, and :max-tries and should return an exception

Generates a list of elements from the given generator, with the guarantee that (map key-fn the-list) will be distinct.

If the generator cannot or is unlikely to produce enough distinct elements, this generator will fail in the same way as such-that.

Available options:

:num-elements the fixed size of generated vectors :min-elements the min size of generated vectors :max-elements the max size of generated vectors :max-tries the number of times the generator will be tried before failing when it does not produce distinct elements (default 10) :ex-fn a function of one arg that will be called if test.check cannot generate enough distinct values; it will be passed a map with :gen, :num-elements, and :max-tries and should return an exception

Create a generator that generates maps, with keys chosen from key-gen and values chosen from val-gen.

If the key generator cannot or is unlikely to produce enough distinct elements, this generator will fail in the same way as such-that.

Available options:

:num-elements the fixed size of generated vectors :min-elements the min size of generated vectors :max-elements the max size of generated vectors :max-tries the number of times the generator will be tried before failing when it does not produce distinct elements (default 10) :ex-fn a function of one arg that will be called if test.check cannot generate enough distinct keys; it will be passed a map with :gen (the key-gen), :num-elements, and :max-tries and should return an exception

Generates natural numbers, starting at zero. Shrinks to zero.

Generate negative integers bounded by the generator’s size parameter.

Create a new generator that is just like gen, except does not shrink at all. This can be useful when shrinking is taking a long time or is not applicable to the domain.

Modifies a generator so that it doesn’t generate empty collections.

Examples:

;; generate a vector of booleans, but never the empty vector
(gen/not-empty (gen/vector gen/boolean))

Create a generator that randomly chooses a value from the list of provided generators. Shrinks toward choosing an earlier generator, as well as shrinking the value generated by the chosen generator.

Examples:

(one-of [gen/int gen/boolean (gen/vector gen/int)])

Generate positive integers bounded by the generator’s size parameter.

Generates a clojure.lang.Ratio. Shrinks toward 0. Not all values generated will be ratios, as many values returned by / are not ratios.

This is a helper for writing recursive (tree-shaped) generators. The first argument should be a function that takes a generator as an argument, and produces another generator that ‘contains’ that generator. The vector function in this namespace is a simple example. The second argument is a scalar generator, like boolean. For example, to produce a tree of booleans:

(gen/recursive-gen gen/vector gen/boolean)

Vectors or maps either recurring or containing booleans or integers:

(gen/recursive-gen (fn [inner] (gen/one-of [(gen/vector inner) (gen/map inner inner)])) (gen/one-of [gen/boolean gen/int]))

Note that raw scalar values will be generated as well. To prevent this, you can wrap the returned generator with the function passed as the first arg, e.g.:

(gen/vector (gen/recursive-gen gen/vector gen/boolean))

Create a new generator with size always bound to n.

Create a generator that always returns value, and never shrinks. You can think of this as the constantly of generators.

Generate strictly negative integers bounded by the generator’s size + 1

Generate strictly positive integers bounded by the generator’s size + 1

Return a sequence of num-samples (default 10) realized values from generator.

Note that this function is a dev helper and is not meant to be used as part of a larger generator.

Return a sequence of realized values from generator.

Create a new generator that modifies the size parameter by the given function. Intended to support generators with sizes that need to grow at different rates compared to the normal linear scaling.

Generates a set of elements from the given generator.

If the generator cannot or is unlikely to produce enough distinct elements, this generator will fail in the same way as such-that.

Available options:

:num-elements the fixed size of generated vectors :min-elements the min size of generated vectors :max-elements the max size of generated vectors :max-tries the number of times the generator will be tried before failing when it does not produce distinct elements (default 10) :ex-fn a function of one arg that will be called if test.check cannot generate enough distinct values; it will be passed a map with :gen, :num-elements, and :max-tries and should return an exception

Create a new generator like gen, but will consider nodes for shrinking even if their parent passes the test (up to one additional level).

Create a generator that generates random permutations of coll. Shrinks toward the original collection: coll. coll will be turned into a vector, if it’s not already.

Create a generator that depends on the size parameter. sized-gen is a function that takes an integer and returns a generator.

Generates a sorted set of elements from the given generator.

If the generator cannot or is unlikely to produce enough distinct elements, this generator will fail in the same way as such-that.

Available options:

:num-elements the fixed size of generated vectors :min-elements the min size of generated vectors :max-elements the max size of generated vectors :max-tries the number of times the generator will be tried before failing when it does not produce distinct elements (default 10) :ex-fn a function of one arg that will be called if test.check cannot generate enough distinct values; it will be passed a map with :gen, :num-elements, and :max-tries and should return an exception

Generate strings. May generate unprintable characters.

Deprecated - use string-alphanumeric instead.

Generate alphanumeric strings.

Generate alphanumeric strings.

Generate ascii strings.

Create a generator that generates values from gen that satisfy predicate pred. Care is needed to ensure there is a high chance gen will satisfy pred. By default, such-that will try 10 times to generate a value that satisfies the predicate. If no value passes this predicate after this number of iterations, a runtime exception will be thrown. Note also that each time such-that retries, it will increase the size parameter.

Examples:

;; generate non-empty vectors of integers
;; (note, gen/not-empty does exactly this)
(gen/such-that not-empty (gen/vector gen/int))

You can customize such-that by passing an optional third argument, which can either be an integer representing the maximum number of times test.check will try to generate a value matching the predicate, or a map:

:max-tries  positive integer, the maximum number of tries (default 10)
:ex-fn      a function of one arg that will be called if test.check cannot
            generate a matching value; it will be passed a map with `:gen`,
            `:pred`, and `:max-tries` and should return an exception

Generate symbols without namespaces.

Generate symbols with optional namespaces.

Create a generator that returns a vector, whose elements are chosen from the generators in the same position. The individual elements shrink according to their generator, but the value will never shrink in count.

Examples:

(def t (tuple gen/int gen/boolean))
(sample t)
;; => ([1 true] [2 true] [2 false] [1 false] [0 true] [-2 false] [-6 false]
;; =>  [3 true] [-4 false] [9 true]))

Generates a random type-4 UUID. Does not shrink.

Create a generator whose elements are chosen from gen. The count of the vector will be bounded by the size generator parameter.

Generates a vector of elements from the given generator, with the guarantee that the elements will be distinct.

If the generator cannot or is unlikely to produce enough distinct elements, this generator will fail in the same way as such-that.

Available options:

:num-elements the fixed size of generated vectors :min-elements the min size of generated vectors :max-elements the max size of generated vectors :max-tries the number of times the generator will be tried before failing when it does not produce distinct elements (default 10) :ex-fn a function of one arg that will be called if test.check cannot generate enough distinct values; it will be passed a map with :gen, :num-elements, and :max-tries and should return an exception

Generates a vector of elements from the given generator, with the guarantee that (map key-fn the-vector) will be distinct.

If the generator cannot or is unlikely to produce enough distinct elements, this generator will fail in the same way as such-that.

Available options:

:num-elements the fixed size of generated vectors :min-elements the min size of generated vectors :max-elements the max size of generated vectors :max-tries the number of times the generator will be tried before failing when it does not produce distinct elements (default 10) :ex-fn a function of one arg that will be called if test.check cannot generate enough distinct values; it will be passed a map with :gen, :num-elements, and :max-tries and should return an exception