How does one generate a random float between 0 and 1 in PHP?
I\'m looking for the PHP\'s equivalent to Java\'s Math.random()
.
Most answers are using mt_rand
. However, mt_getrandmax()
usually returns only 2147483647
. That means you only have 31 bits of information, while a double has a mantissa with 52 bits, which means there is a density of at least 2^53
for the numbers between 0 and 1.
This more complicated approach will get you a finer distribution:
function rand_754_01() {
// Generate 64 random bits (8 bytes)
$entropy = openssl_random_pseudo_bytes(8);
// Create a string of 12 '0' bits and 52 '1' bits.
$x = 0x000FFFFFFFFFFFFF;
$first12 = pack("Q", $x);
// Set the first 12 bits to 0 in the random string.
$y = $entropy & $first12;
// Now set the first 12 bits to be 0[exponent], where exponent is randomly chosen between 1 and 1022.
// Here $e has a probability of 0.5 to be 1022, 0.25 to be 1021, etc.
$e = 1022;
while($e > 1) {
if(mt_rand(0,1) == 0) {
break;
} else {
--$e;
}
}
// Pack the exponent properly (add four '0' bits behind it and 49 more in front)
$z = "\0\0\0\0\0\0" . pack("S", $e << 4);
// Now convert to a double.
return unpack("d", $y | $z)[1];
}
Please note that the above code only works on 64-bit machines with a Litte-Endian byte order and Intel-style IEEE754 representation. (x64
-compatible computers will have this). Unfortunately PHP does not allow bit-shifting past int32
-sized boundaries, so you have to write a separate function for Big-Endian.
You should replace this line:
$z = "\0\0\0\0\0\0" . pack("S", $e << 4);
with its big-endian counterpart:
$z = pack("S", $e << 4) . "\0\0\0\0\0\0";
The difference is only notable when the function is called a large amount of times: 10^9
or more.
Testing if this works
It should be obvious that the mantissa follows a nice uniform distribution approximation, but it's less obvious that a sum of a large amount of such distributions (each with cumulatively halved chance and amplitude) is uniform.
Running:
function randomNumbers() {
$f = 0.0;
for($i = 0; $i < 1000000; ++$i) {
$f += \math::rand_754_01();
}
echo $f / 1000000;
}
Produces an output of 0.49999928273099
(or a similar number close to 0.5).
Solution for PHP 7. Generates random number in [0,1)
. i.e. includes 0 and excludes 1.
function random_float() {
return random_int(0, PHP_INT_MAX-1)/PHP_INT_MAX;
}
$random_number = rand(1,10).".".rand(1,9);
function frand($min, $max, $decimals = 0) {
$scale = pow(10, $decimals);
return mt_rand($min * $scale, $max * $scale) / $scale;
}
echo "frand(0, 10, 2) = " . frand(0, 10, 2) . "\n";
rand(0,1000)/1000 returns:
0.348 0.716 0.251 0.459 0.893 0.867 0.058 0.955 0.644 0.246 0.292
or use a bigger number if you want more digits after decimal point
Example from documentation :
function random_float ($min,$max) {
return ($min+lcg_value()*(abs($max-$min)));
}