Efficient PHP algorithm to generate all combinations / permutations of inputs - php

I'm trying to calculate all combinations of an set of values in an array for a number of inputs. Similar to this Question:
PHP algorithm to generate all combinations of a specific size from a single set
For example:
function sampling($chars, $size, $combinations = array()) {
if (empty($combinations)) {
$combinations = $chars;
}
if ($size == 1) {
return $combinations;
}
$new_combinations = array();
foreach ($combinations as $combination) {
foreach ($chars as $char) {
$new_combinations[] = $combination . $char;
}
}
return sampling($chars, $size - 1, $new_combinations);
}
$chars = array('a', 'b', 'c');
$output = sampling($chars, 2);
echo implode($output,', ');
Output:
aa, ab, ac, ba, bb, bc, ca, cb, cc
But the trouble is when I ramp this up to a larger list, for example:
$chars = array('a', 'b', 'c', 'd');
$output = sampling($chars, 12);
The number of permutations dramatically increases and PHP runs out of memory. Apparently the solution to this is to use generators and yield the results throughout the looping. The only examples of generators though are for slightly different problem sets:
See: https://stackoverflow.com/a/27160465/345086
Any ideas on how to use generators to solve this problem?

Give this a shot:
<?php
$chars = array('a','b','c');
$count = 13;
$generator = genCombinations($chars,$count);
foreach ($generator as $value) {
// Do something with the value here
echo $value;
}
function genCombinations($values,$count=0) {
// Figure out how many combinations are possible:
$permCount=pow(count($values),$count);
// Iterate and yield:
for($i = 0; $i < $permCount; $i++)
yield getCombination($values, $count, $i);
}
// State-based way of generating combinations:
function getCombination($values, $count, $index) {
$result=array();
for($i = 0; $i < $count; $i++) {
// Figure out where in the array to start from, given the external state and the internal loop state
$pos = $index % count($values);
// Append and continue
$result[] = $values[$pos];
$index = ($index-$pos)/count($values);;
}
return $result;
}
It is a state-based fixed-length combination generator that should hopefully fit the bill. It will only accept arrays and will return combinations of the array items, regardless of what is actually stored in the array.

Related

Algorithm to generate array of all possible 5 digit combinations of numbers in range 2-9, no repeating digits

I am looking for an algorithm to generate an array of all possible 5 digit combinations of numbers in range 2-9 while having no repeating digits in combinations.
For example:
23456
37895
62784
96742
83467
...
What i don't want to see is for example:
22456
34463
44444
78772
...
I have got code, which generates all possible combinations, but having repeating numbers in combinations. So maybe that array could be filtered instead having only combinations which contain unique digits.
function sampling($chars, $size, $combinations = array()) {
$charsArray = str_split($chars);
# if it's the first iteration, the first set
# of combinations is the same as the set of characters
if (empty($combinations)) {
$combinations = $charsArray;
}
# we're done if we're at size 1
if ($size == 1) {
return $combinations;
}
# initialise array to put new values in
$new_combinations = array();
# loop through existing combinations and character set to create strings
foreach ($combinations as $combination) {
foreach ($charsArray as $char) {
$new_combinations[] = $combination . $char;
}
}
# call same function again for the next iteration
return sampling($chars, $size - 1, $new_combinations);
}
// example
$output = sampling("23456789", 5);
print "<pre>";print_r($output);
<?php
$var = [];
for ($i = 20000; $i <= 99999; $i++) {
$pass = true;
if(is_numeric(strpos((string) $i, "0")) || is_numeric(strpos((string) $i, "1"))) {
$pass = false;
}
if($pass) {
$var[] = $i;
}
}
foreach($var as $v) {
echo "$v \n";
}
php script.php | grep 0
php script.php | grep 1
If you have repeating numbers you can use array_unique
But with the code above, you are sure not to omit or repeat anything

How to replace a value in array by another different value in PHP?

I'm trying to find a way to replace any duplicated value but the only solution I have found so far is array_unique which doesn't really work for me as I need the duplicate to be replaced by another number which itself is not a duplicate.
function generate_random_numbers($rows, $delimiter)
{
$numbers = array();
for($i = 0; $i < $delimiter; $i++)
{
$numbers[$i] = rand(1, $rows);
if(in_array($i, $numbers))
{
$numbers[$i] = rand(1, $row);
}
}
return $numbers;
}
$numbers = generate_random_numbers(20, 10);
print_r($numbers);
would anyone help me out on this one please?
You can do this way easier and faster.
Just create an array for all possible numbers with range(). Then shuffle() the array and take an array_slice() as big as you want.
<?php
function generate_random_numbers($max, $amount) {
if($amount > $max)
return [];
$numbers = range(1, $max);
shuffle($numbers);
return array_slice($numbers, 0, $amount);
}
$numbers = generate_random_numbers(20, 10);
print_r($numbers);
?>
And if you want to get 490 unique elements from a range from 1 - 500, 10'000 times:
My version: ~ 0.7 secs
Your version: Order 2 birthday cakes, you will need them.
You are inserting a random number and then, if it is already in the array (which it MUST be because you just inserted it), you use a new random number, which might be a duplicate. So, you have to get a number that is not a duplicate:
do {
$num = rand(1,$rows);
} while(!in_array($num, $numbers));
Now, you know that $num is not in $numbers, so you can insert it:
$numbers[] = $num;
You were pretty close.
The if-clause needs to be a loop, to get new random number.
(Also your in_array was slightly wrong)
function generate_random_numbers($rows, $delimiter) {
$numbers = array();
for($i = 0; $i < $delimiter; $i++) {
do {
$number = rand(1, $rows);
}
while(in_array($number, $numbers));
$numbers[] = $number;
}
return $numbers;
}

All combinations of r elements from given array php

Given an array such as the following
$array = ('1', '2', '3', '4', '5', '6', '7');
I'm looking for a method to generate all possible combinations, with a minimum number of elements required in each combination r. (eg if r = 5 then it will return all possible combinations containing at least 5 elements)
Combinations of k out of n items can be defined recursively using the following function:
function combinationsOf($k, $xs){
if ($k === 0)
return array(array());
if (count($xs) === 0)
return array();
$x = $xs[0];
$xs1 = array_slice($xs,1,count($xs)-1);
$res1 = combinationsOf($k-1,$xs1);
for ($i = 0; $i < count($res1); $i++) {
array_splice($res1[$i], 0, 0, $x);
}
$res2 = combinationsOf($k,$xs1);
return array_merge($res1, $res2);
}
The above is based on the recursive definition that to choose k out n elements, one can fix an element x in the list, and there are C(k-1, xs\{x}) combinations that contain x (i.e. res1), and C(k,xs\{xs}) combinations that do not contain x (i.e. res2 in code).
Full example:
$array = array('1', '2', '3', '4', '5', '6', '7');
function combinationsOf($k, $xs){
if ($k === 0)
return array(array());
if (count($xs) === 0)
return array();
$x = $xs[0];
$xs1 = array_slice($xs,1,count($xs)-1);
$res1 = combinationsOf($k-1,$xs1);
for ($i = 0; $i < count($res1); $i++) {
array_splice($res1[$i], 0, 0, $x);
}
$res2 = combinationsOf($k,$xs1);
return array_merge($res1, $res2);
}
print_r ($array);
print_r(combinationsOf(5,$array));
//print_r(combinationsOf(5,$array)+combinationsOf(6,$array)+combinationsOf(7,$array));
A combination can be expressed as
nCr = n! / (r! - (n - r)!)
First, we determine $n as the number of elements in the array. And $r is the minimum number of elements in each combination.
$a = ['1', '2', '3', '4', '5', '6', '7']; // the array of elements we are interested in
// Determine the `n` and `r` in nCr = n! / (r! * (n-r)!)
$r = 5;
$n = count($a);
Next, we determine $max as the maximum number that can be represented by $n binary digits. That is, if $n = 3, then $max = (111)2 = 7. To do this, we first create a empty string $maxBinary and add $n number of 1s to it. We then convert it to decimal, and store it in $max.
$maxBinary = "";
for ($i = 0; $i < $n; $i++)
{
$maxBinary .= "1";
}
$max = bindec($maxBinary); // convert it into a decimal value, so that we can use it in the following for loop
Then, we list out every binary number from 0 to $max and store those that have more than $r number of 1s in them.
$allBinary = array(); // the array of binary numbers
for ($i = 0; $i <= $max; $i++)
{
if (substr_count(decbin($i), "1") >= $r) // we count the number of ones to determine if they are >= $r
{
// we make the length of the binary numbers equal to the number of elements in the array,
// so that it is easy to select elements from the array, based on which of the digits are 1.
// we do this by padding zeros to the left.
$temp = str_pad(decbin($i), $n, "0", STR_PAD_LEFT);
$allBinary[] = $temp;
}
}
Then, we use the same trick as above to select elements for our combination. I believe the comments explain enough.
$combs = array(); // the array for all the combinations.
$row = array(); // the array of binary digits in one element of the $allBinary array.
foreach ($allBinary as $key => $one)
{
$combs[$key] = "";
$row = str_split($one); // we store the digits of the binary number individually
foreach ($row as $indx => $digit)
{
if ($digit == '1') // if the digit is 1, then the corresponding element in the array is part of this combination.
{
$combs[$key] .= $a[$indx]; // add the array element at the corresponding index to the combination
}
}
}
And that is it. You are done!
Now if you have something like
echo count($combs);
then it would give you 29.
Additional notes:
I read up on this only after seeing your question, and as a newcomer, I found these useful:
Wikipedia - http://en.wikipedia.org/wiki/Combination
Php recursion to get all possibilities of strings
Algorithm to return all combinations of k elements from n
Also, here are some quick links to the docs, that should help people who see this in the future:
http://php.net/manual/en/function.decbin.php
http://php.net/manual/en/function.bindec.php
http://php.net/manual/en/function.str-pad.php
function arrToBit(Array $element) {
$bit = '';
foreach ($element as $e) {
$bit .= '1';
}
$length = count($element);
$num = bindec($bit);
$back = [];
while ($num) {
$back[] = str_pad(decbin($num), $length, '0', STR_PAD_LEFT);
$num--;
}
//$back[] = str_pad(decbin(0), $length, '0', STR_PAD_LEFT);
return $back;
}
function bitToArr(Array $element, $bit) {
$num = count($element);
$back = [];
for ($i = 0; $i < $num; $i++) {
if (substr($bit, $i, 1) == '1') {
$back[] = $element[$i];
}
}
return $back;
}
$tags = ['a', 'b', 'c'];
$bits = arrToBit($tags);
$combination = [];
foreach ($bits as $b) {
$combination[] = bitToArr($tags, $b);
}
var_dump($combination);
$arr = array(1,2,3,4,5,6);
$check_value =[];
$all_values = [];
CONT:
$result = $check_value;
shuffle($arr);
$check_value = array_slice($arr,0,3);
if(count($check_value) == 3 && serialize($check_value) !== serialize($result)){
$result = $check_value;
array_push($all_values,$result);
goto CONT;
}
print_r($all_values);

How to compute the cartesian power of a range of characters?

I would like to make a function that is able to generate a list of letters and optional numbers using a-z,0-9.
$output = array();
foreach(range('a','z') as $i) {
foreach(range('a','z') as $j) {
foreach(range('a','z') as $k) {
$output[] =$i.$j.$k;
}
}
}
Thanks
example:
myfunction($include, $length)
usage something like this:
myfunction('a..z,0..9', 3);
output:
000
001
...
aaa
aab
...
zzz
The output would have every possible combination of the letters, and numbers.
Setting the stage
First, a function that expands strings like "0..9" to "0123456789" using range:
function expand_pattern($pattern) {
$bias = 0;
$flags = PREG_SET_ORDER | PREG_OFFSET_CAPTURE;
preg_match_all('/(.)\.\.(.)/', $pattern, $matches, $flags);
foreach ($matches as $match) {
$range = implode('', range($match[1][0], $match[2][0]));
$pattern = substr_replace(
$pattern,
$range,
$bias + $match[1][1],
$match[2][1] - $match[1][1] + 1);
$bias += strlen($range) - 4; // 4 == length of "X..Y"
}
return $pattern;
}
It handles any number of expandable patterns and takes care to preserve their position inside your source string, so for example
expand_pattern('abc0..4def5..9')
will return "abc01234def56789".
Calculating the result all at once
Now that we can do this expansion easily, here's a function that calculates cartesian products given a string of allowed characters and a length:
function cartesian($pattern, $length) {
$choices = strlen($pattern);
$indexes = array_fill(0, $length, 0);
$results = array();
$resets = 0;
while ($resets != $length) {
$result = '';
for ($i = 0; $i < $length; ++$i) {
$result .= $pattern[$indexes[$i]];
}
$results[] = $result;
$resets = 0;
for ($i = $length - 1; $i >= 0 && ++$indexes[$i] == $choices; --$i) {
$indexes[$i] = 0;
++$resets;
}
}
return $results;
}
So for example, to get the output described in the question you would do
$options = cartesian(expand_pattern('a..z0..9'), 3);
See it in action (I limited the expansion length to 2 so that the output doesn't explode).
Generating the result on the fly
Since the result set can be extremely large (it grows exponentially with $length), producing it all at once can turn out to be prohibitive. In that case it is possible to rewrite the code so that it returns each value in turn (iterator-style), which has become super easy with PHP 5.5 because of generators:
function cartesian($pattern, $length) {
$choices = strlen($pattern);
$indexes = array_fill(0, $length, 0);
$resets = 0;
while ($resets != $length) {
$result = '';
for ($i = 0; $i < $length; ++$i) {
$result .= $pattern[$indexes[$i]];
}
yield $result;
$resets = 0;
for ($i = $length - 1; $i >= 0 && ++$indexes[$i] == $choices; --$i) {
$indexes[$i] = 0;
++$resets;
}
}
}
See it in action.
See this answer for a code that produces all possible combinations:
https://stackoverflow.com/a/8567199/1800369
You just need to add the $length parameter to limit the combinations size.
You can use a recursive function
assuming you mean it can be any number of levels deep, you can use a recursive function to generate an array of the permutations e.g.:
/**
* take the range of characters, and generate an array of all permutations
*
* #param array $range range of characters to itterate over
* #param array $array input array - operated on by reference
* #param int $depth how many chars to put in the resultant array should be
* #param int $currentDepth internal variable to track how nested the current call is
* #param string $prefix internal variable to know what to prefix the current string with
* #return array permutations
*/
function foo($range, &$array, $depth = 1, $currentDepth = 0, $prefix = "") {
$start = !$currentDepth;
$currentDepth++;
if ($currentDepth > $depth) {
return;
}
foreach($range as $char) {
if ($currentDepth === $depth) {
$array[] = $prefix . $char;
continue;
}
foo($range, $array, $depth, $currentDepth, $prefix . $char);
}
if ($start) {
return $array;
}
With the above function, initialize the return variable and call it:
$return = array();
echo implode(foo(range('a', 'z'), $return, 3), "\n");
And you're output will be all three char combinations from aaa, to zzz:
aaa
aab
...
zzy
zzz
The numeric parameter determins how recursive the function is:
$return = array();
echo implode(foo(range('a', 'z'), $return, 1), "\n");
a
b
c
...
Here's a live example.
$number= range(0, 9);
$letters = range('a', 'z');
$array= array_merge($number, $letters);
//print_r($array);
for($a=0;$a<count($array);$a++){
for($b=0;$b<count($array);$b++){
for($c=0;$c<count($array);$c++){
echo $array[$a].$array[$b].$array[$c]."<br>";
}
}
}
tested and working :)

How do I select random values from an array in PHP?

I have an array of objects in PHP. I need to select 8 of them at random. My initial thought was to use array_rand(array_flip($my_array), 8) but that doesn't work, because the objects can't act as keys for an array.
I know I could use shuffle, but I'm worried about performance as the array grows in size. Is that the best way, or is there a more efficient way?
$result = array();
foreach( array_rand($my_array, 8) as $k ) {
$result[] = $my_array[$k];
}
$array = array();
shuffle($array); // randomize order of array items
$newArray = array_slice($array, 0, 8);
Notice that shuffle() function gives parameter as a reference and makes the changes on it.
You could use array_rand to pick the keys randomly and a foreach to gather the objects:
$objects = array();
foreach (array_rand($my_array, 8) as $key) {
$objects[] = $my_array[$key];
}
What about?:
$count = count($my_array);
for ($i = 0; $i < 8; $i++) {
$x = rand(0, $count);
$my_array[$x];
}
I just found this in our code and was hoping to find a more readable solution:
$rand = array_intersect_key($all, array_flip(array_rand($all, $count)));
You can get multiple random elements from an array with this function:
function getRandomElements(array $array): array
{
$result = [];
$count = count($array);
for ($i = 0; $i < rand(0, $count); $i++) {
$result[] = rand(0, $count);
}
$result = array_unique($result);
sort($result);
return $result;
}

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