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Added rational number fuzzer functions and corresponding tests #19

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132 changes: 132 additions & 0 deletions lib/aiken/fuzz.ak
Original file line number Diff line number Diff line change
@@ -1,6 +1,7 @@
use aiken/builtin
use aiken/collection/list
use aiken/math
use aiken/math/rational.{Rational, new, reduce}
use aiken/option

// ## Constructing
Expand Down Expand Up @@ -242,6 +243,137 @@ pub fn int_at_most(max: Int) -> Fuzzer<Int> {
}
}

/// Generates a random rational value within the range `[-255, 16383]`,
/// following the specified distribution:
/// [-255,-101] 0.1%
/// [-100,-1] 23.3%
/// [0, 100] 68.8%
/// [101,255] 4.9%
/// >255 3.0%
pub fn rational() -> Fuzzer<Rational> {
map(
both(int(), int_at_least(1)),
fn((numerator, denominator)) {
expect Some(fraction) = new(numerator, denominator)
fraction
},
)
}

/// Generates rational values between a lower and upper bound (both inclusive), with the following distribution:
/// [-255, -101] 31.1%
/// [-100, -1] 19.2%
/// [0, 100] 19.6%
/// [101, 255] 30.1%
///
/// The upper and lower bounds must be between -255 and 255.
pub fn rational_between(
lower_bound: Rational,
upper_bound: Rational,
) -> Fuzzer<Rational> {
expect correct_bounds(lower_bound, upper_bound)

if lower_bound == upper_bound {
lower_bound |> rational.reduce |> constant
} else if rational.compare(lower_bound, upper_bound) == Greater {
rational_between(upper_bound, lower_bound)
} else {
let denominator <-
and_then(
int_at_least(
math.max(
rational.denominator(lower_bound),
rational.denominator(upper_bound),
) + 1,
),
)

let min_numerator =
binary_search_min_numerator(
lower_bound,
denominator,
-255 * denominator,
255 * denominator,
)
let max_numerator =
binary_search_max_numerator(
upper_bound,
denominator,
-255 * denominator,
255 * denominator,
)
map(
int_between(min_numerator, max_numerator),
fn(numerator) {
expect Some(fraction) = new(numerator, denominator)
reduce(fraction)
},
)
}
}

/// Generates a random rational value that is at least `optional_min`.
/// The lower bound must be between -255 and 255.
pub fn rational_at_least(lower_bound: Rational) -> Fuzzer<Rational> {
expect Some(upper_bound) = new(255, 1)
rational_between(lower_bound, upper_bound)
}

/// Generates a random rational value that is at most `opt_max`.
/// The upper bound must be between -255 and 255.
pub fn rational_at_most(upper_bound: Rational) {
expect Some(lower_bound) = new(-255, 1)
rational_between(lower_bound, upper_bound)
}

fn correct_bounds(min_fraction: Rational, max_fraction: Rational) {
expect Some(lower_bound) = new(-256, 1)
expect Some(upper_bound) = new(256, 1)

and {
rational.compare(min_fraction, lower_bound) == Greater,
rational.compare(min_fraction, upper_bound) == Less,
rational.compare(max_fraction, lower_bound) == Greater,
rational.compare(max_fraction, upper_bound) == Less,
}
}

fn binary_search_min_numerator(
min_fraction: Rational,
denominator: Int,
low: Int,
high: Int,
) -> Int {
let mid_point = ( low + high ) / 2
expect Some(mid_fraction) = new(mid_point, denominator)

if low > high {
low
} else if rational.compare(mid_fraction, min_fraction) == Less {
binary_search_min_numerator(min_fraction, denominator, mid_point + 1, high)
} else {
binary_search_min_numerator(min_fraction, denominator, low, mid_point - 1)
}
}

fn binary_search_max_numerator(
max_fraction: Rational,
denominator: Int,
low: Int,
high: Int,
) -> Int {
let mid_point = ( low + high ) / 2
expect Some(mid_fraction) = new(mid_point, denominator)

if low > high {
high
} else if rational.compare(mid_fraction, max_fraction) == Greater {
binary_search_max_numerator(max_fraction, denominator, low, mid_point - 1)
} else {
binary_search_max_numerator(max_fraction, denominator, mid_point + 1, high)
}
}

// ### Data-structures

/// Generate a random list of elements from a given fuzzer. The list contains
Expand Down
94 changes: 91 additions & 3 deletions lib/aiken/fuzz.test.ak
Original file line number Diff line number Diff line change
Expand Up @@ -3,10 +3,12 @@ use aiken/fuzz.{
and_then, bool, byte, bytearray, constant, either3, either4, either5, either6,
either7, either8, either9, int, int_between, label, list_between,
list_with_elem, map, map2, map3, map4, map5, map6, map7, map8, map9, one_of,
set, set_between, sublist, such_that, tuple, tuple3, tuple4, tuple5, tuple6,
tuple7, tuple8, tuple9,
rational, rational_at_least, rational_at_most, rational_between, set,
set_between, sublist, such_that, tuple, tuple3, tuple4, tuple5, tuple6, tuple7,
tuple8, tuple9,
}
use aiken/math
use aiken/math/rational.{Rational}
use aiken/primitive/bytearray
use aiken/primitive/string

Expand All @@ -20,7 +22,7 @@ test prop_int_distribution(n via int()) {
@"0"
} else if n < 256 {
@"]0; 255]"
} else if n < 16383 {
} else if n <= 16383 {
@"[256; 16383]"
} else {
fail @"n > 16383"
Expand Down Expand Up @@ -207,6 +209,92 @@ test prop_set_between_distribution(n via set_between(int_between(0, 50), 3, 13))
True
}

test rational_distribution(fraction via rational()) {
fraction_distribution(fraction)
}

fn expect_rational(numerator: Int, denominator: Int) -> Rational {
expect Some(r) = rational.new(numerator, denominator)
r
}

test prop_fraction_between_bounds(
fraction via rational_between(
expect_rational(-255, 1),
expect_rational(255, 1),
),
) {
fraction_distribution(fraction)
and {
{
let ord = rational.compare(fraction, expect_rational(-255, 1))
ord == Greater || ord == Equal
},
{
let ord = rational.compare(fraction, expect_rational(255, 1))
ord == Less || ord == Equal
},
}
}

test prop_at_least_for_positive_fractions(
fraction via rational_at_least(expect_rational(1, 1)),
) {
fraction_distribution(fraction)

and {
{
let ord = rational.compare(fraction, expect_rational(1, 1))
ord == Greater || ord == Equal
},
{
let ord = rational.compare(fraction, expect_rational(255, 1))
ord == Less || ord == Equal
},
}
}

test prop_at_most_for_negative_fraction(
fraction via rational_at_most(expect_rational(0, 1)),
) {
fraction_distribution(fraction)

and {
{
let ord = rational.compare(fraction, expect_rational(-255, 1))
ord == Greater || ord == Equal
},
{
let ord = rational.compare(fraction, expect_rational(0, 1))
ord == Less || ord == Equal
},
}
}

fn fraction_distribution(fraction: Rational) {
expect Some(bound_1) = rational.new(-255, 1)
expect Some(bound_2) = rational.new(-100, 1)
expect Some(bound_3) = rational.new(0, 1)
expect Some(bound_4) = rational.new(100, 1)
expect Some(bound_5) = rational.new(256, 1)

label(
if rational.compare(fraction, bound_1) == Less {
fail
} else if rational.compare(fraction, bound_2) == Less {
@"[-255,-101]"
} else if rational.compare(fraction, bound_3) == Less {
@"[-100,-1]"
} else if rational.compare(fraction, bound_4) == Less {
@"[0, 100]"
} else if rational.compare(fraction, bound_5) == Less {
@"[101,255]"
} else {
@">255"
},
)
}

// This property simply illustrate a case where the `set`
// fuzzer would fail and not loop forever after not being
// able to satisfy the demand (not enough entropy in the
Expand Down
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