Detect encoding and make everything UTF-8

PhpEncodingUtf 8Character Encoding

Php Problem Overview


I'm reading out lots of texts from various RSS feeds and inserting them into my database.

Of course, there are several different character encodings used in the feeds, e.g. UTF-8 and ISO 8859-1.

Unfortunately, there are sometimes problems with the encodings of the texts. Example:

  1. The "ß" in "Fußball" should look like this in my database: "Ÿ". If it is a "Ÿ", it is displayed correctly.

  2. Sometimes, the "ß" in "Fußball" looks like this in my database: "ß". Then it is displayed wrongly, of course.

  3. In other cases, the "ß" is saved as a "ß" - so without any change. Then it is also displayed wrongly.

What can I do to avoid the cases 2 and 3?

How can I make everything the same encoding, preferably UTF-8? When must I use utf8_encode(), when must I use utf8_decode() (it's clear what the effect is but when must I use the functions?) and when must I do nothing with the input?

How do I make everything the same encoding? Perhaps with the function mb_detect_encoding()? Can I write a function for this? So my problems are:

  1. How do I find out what encoding the text uses?
  2. How do I convert it to UTF-8 - whatever the old encoding is?

Would a function like this work?

function correct_encoding($text) {
    $current_encoding = mb_detect_encoding($text, 'auto');
    $text = iconv($current_encoding, 'UTF-8', $text);
    return $text;
}

I've tested it, but it doesn't work. What's wrong with it?

Php Solutions


Solution 1 - Php

If you apply utf8_encode() to an already UTF-8 string, it will return garbled UTF-8 output.

I made a function that addresses all this issues. It´s called Encoding::toUTF8().

You don't need to know what the encoding of your strings is. It can be Latin1 (ISO 8859-1), Windows-1252 or UTF-8, or the string can have a mix of them. Encoding::toUTF8() will convert everything to UTF-8.

I did it because a service was giving me a feed of data all messed up, mixing UTF-8 and Latin1 in the same string.

Usage:

require_once('Encoding.php');
use \ForceUTF8\Encoding;  // It's namespaced now.

$utf8_string = Encoding::toUTF8($utf8_or_latin1_or_mixed_string);

$latin1_string = Encoding::toLatin1($utf8_or_latin1_or_mixed_string);

Download:

https://github.com/neitanod/forceutf8

I've included another function, Encoding::fixUFT8(), which will fix every UTF-8 string that looks garbled.

Usage:

require_once('Encoding.php');
use \ForceUTF8\Encoding;  // It's namespaced now.

$utf8_string = Encoding::fixUTF8($garbled_utf8_string);

Examples:

echo Encoding::fixUTF8("Fédération Camerounaise de Football");
echo Encoding::fixUTF8("Fédération Camerounaise de Football");
echo Encoding::fixUTF8("FÃÂédÃÂération Camerounaise de Football");
echo Encoding::fixUTF8("Fédération Camerounaise de Football");

will output:

Fédération Camerounaise de Football
Fédération Camerounaise de Football
Fédération Camerounaise de Football
Fédération Camerounaise de Football

I've transformed the function (forceUTF8) into a family of static functions on a class called Encoding. The new function is Encoding::toUTF8().

Solution 2 - Php

You first have to detect what encoding has been used. As you’re parsing RSS feeds (probably via HTTP), you should read the encoding from the charset parameter of the Content-Type HTTP header field. If it is not present, read the encoding from the encoding attribute of the XML processing instruction. If that’s missing too, use UTF-8 as defined in the specification.


Here is what I probably would do:

I’d use cURL to send and fetch the response. That allows you to set specific header fields and fetch the response header as well. After fetching the response, you have to parse the HTTP response and split it into header and body. The header should then contain the Content-Type header field that contains the MIME type and (hopefully) the charset parameter with the encoding/charset too. If not, we’ll analyse the XML PI for the presence of the encoding attribute and get the encoding from there. If that’s also missing, the XML specs define to use UTF-8 as encoding.

$url = 'http://www.lr-online.de/storage/rss/rss/sport.xml';

$accept = array(
    'type' => array('application/rss+xml', 'application/xml', 'application/rdf+xml', 'text/xml'),
    'charset' => array_diff(mb_list_encodings(), array('pass', 'auto', 'wchar', 'byte2be', 'byte2le', 'byte4be', 'byte4le', 'BASE64', 'UUENCODE', 'HTML-ENTITIES', 'Quoted-Printable', '7bit', '8bit'))
);
$header = array(
    'Accept: '.implode(', ', $accept['type']),
    'Accept-Charset: '.implode(', ', $accept['charset']),
);
$encoding = null;
$curl = curl_init($url);
curl_setopt($curl, CURLOPT_RETURNTRANSFER, true);
curl_setopt($curl, CURLOPT_HEADER, true);
curl_setopt($curl, CURLOPT_HTTPHEADER, $header);
$response = curl_exec($curl);
if (!$response) {
    // error fetching the response
} else {
    $offset = strpos($response, "\r\n\r\n");
    $header = substr($response, 0, $offset);
    if (!$header || !preg_match('/^Content-Type:\s+([^;]+)(?:;\s*charset=(.*))?/im', $header, $match)) {
        // error parsing the response
    } else {
        if (!in_array(strtolower($match[1]), array_map('strtolower', $accept['type']))) {
            // type not accepted
        }
        $encoding = trim($match[2], '"\'');
    }
    if (!$encoding) {
        $body = substr($response, $offset + 4);
        if (preg_match('/^<\?xml\s+version=(?:"[^"]*"|\'[^\']*\')\s+encoding=("[^"]*"|\'[^\']*\')/s', $body, $match)) {
            $encoding = trim($match[1], '"\'');
        }
    }
    if (!$encoding) {
        $encoding = 'utf-8';
    } else {
        if (!in_array($encoding, array_map('strtolower', $accept['charset']))) {
            // encoding not accepted
        }
        if ($encoding != 'utf-8') {
            $body = mb_convert_encoding($body, 'utf-8', $encoding);
        }
    }
    $simpleXML = simplexml_load_string($body, null, LIBXML_NOERROR);
    if (!$simpleXML) {
        // parse error
    } else {
        echo $simpleXML->asXML();
    }
}

Solution 3 - Php

Detecting the encoding is hard.

mb_detect_encoding works by guessing, based on a number of candidates that you pass it. In some encodings, certain byte-sequences are invalid, an therefore it can distinguish between various candidates. Unfortunately, there are a lot of encodings, where the same bytes are valid (but different). In these cases, there is no way to determine the encoding; You can implement your own logic to make guesses in these cases. For example, data coming from a Japanese site might be more likely to have a Japanese encoding.

As long as you only deal with Western European languages, the three major encodings to consider are utf-8, iso-8859-1 and cp-1252. Since these are defaults for many platforms, they are also the most likely to be reported wrongly about. Eg. if people use different encodings, they are likely to be frank about it, since else their software would break very often. Therefore, a good strategy is to trust the provider, unless the encoding is reported as one of those three. You should still doublecheck that it is indeed valid, using mb_check_encoding (note that valid is not the same as being - the same input may be valid for many encodings). If it is one of those, you can then use mb_detect_encoding to distinguish between them. Luckily that is fairly deterministic; You just need to use the proper detect-sequence, which is UTF-8,ISO-8859-1,WINDOWS-1252.

Once you've detected the encoding you need to convert it to your internal representation (UTF-8 is the only sane choice). The function utf8_encode transforms ISO-8859-1 to UTF-8, so it can only used for that particular input type. For other encodings, use mb_convert_encoding.

Solution 4 - Php

This cheatsheet lists some common caveats related to UTF-8 handling in PHP: http://developer.loftdigital.com/blog/php-utf-8-cheatsheet">http://developer.loftdigital.com/blog/php-utf-8-cheatsheet</a>

This function detecting multibyte characters in a string might also prove helpful (http://www.unspecifiederror.net/2008/09/11/detecting-utf8-in-php-without-multibyte/">source</a>;):


function detectUTF8($string)
{
return preg_match('%(?:
[\xC2-\xDF][\x80-\xBF]             # non-overlong 2-byte
|\xE0[\xA0-\xBF][\x80-\xBF]        # excluding overlongs
|[\xE1-\xEC\xEE\xEF][\x80-\xBF]{2} # straight 3-byte
|\xED[\x80-\x9F][\x80-\xBF]        # excluding surrogates
|\xF0[\x90-\xBF][\x80-\xBF]{2}     # planes 1-3
|[\xF1-\xF3][\x80-\xBF]{3}         # planes 4-15
|\xF4[\x80-\x8F][\x80-\xBF]{2}     # plane 16
)+%xs',
$string);
}

Solution 5 - Php

A little heads up. You said that the "ß" should be displayed as "Ÿ" in your database.

This is probably because you're using a database with Latin-1 character encoding or possibly your PHP-MySQL connection is set wrong, this is, P believes your MySQL is set to use UTF-8, so it sends data as UTF-8, but your MySQL believes PHP is sending data encoded as ISO 8859-1, so it may once again try to encode your sent data as UTF-8, causing this kind of trouble.

Take a look at mysql_set_charset. It may help you.

Solution 6 - Php

A really nice way to implement an isUTF8-function can be found on php.net:

function isUTF8($string) {
    return (utf8_encode(utf8_decode($string)) == $string);
}

Solution 7 - Php

Your encoding looks like you encoded into UTF-8 twice; that is, from some other encoding, into UTF-8, and again into UTF-8. As if you had ISO 8859-1, converted from ISO 8859-1 to UTF-8, and treated the new string as ISO 8859-1 for another conversion into UTF-8.

Here's some pseudocode of what you did:

$inputstring = getFromUser();
$utf8string = iconv($current_encoding, 'utf-8', $inputstring);
$flawedstring = iconv($current_encoding, 'utf-8', $utf8string);

You should try:

  1. detect encoding using mb_detect_encoding() or whatever you like to use
  2. if it's UTF-8, convert into ISO 8859-1, and repeat step 1
  3. finally, convert back into UTF-8

That is presuming that in the "middle" conversion you used ISO 8859-1. If you used Windows-1252, then convert into Windows-1252 (latin1). The original source encoding is not important; the one you used in flawed, second conversion is.

This is my guess at what happened; there's very little else you could have done to get four bytes in place of one extended ASCII byte.

The German language also uses ISO 8859-2 and Windows-1250 (Latin-2).

Solution 8 - Php

The interesting thing about mb_detect_encoding and mb_convert_encoding is that the order of the encodings you suggest does matter:

// $input is actually UTF-8

mb_detect_encoding($input, "UTF-8", "ISO-8859-9, UTF-8");
// ISO-8859-9 (WRONG!)

mb_detect_encoding($input, "UTF-8", "UTF-8, ISO-8859-9");
// UTF-8 (OK)

So you might want to use a specific order when specifying expected encodings. Still, keep in mind that this is not foolproof.

Solution 9 - Php

Working out the character encoding of RSS feeds seems to be complicated. Even normal web pages often omit, or lie about, their encoding.

So you could try to use the correct way to detect the encoding and then fall back to some form of auto-detection (guessing).

Solution 10 - Php

mb_detect_encoding:

echo mb_detect_encoding($str, "auto");

Or

echo mb_detect_encoding($str, "UTF-8, ASCII, ISO-8859-1");

I really don't know what the results are, but I'd suggest you just take some of your feeds with different encodings and try if mb_detect_encoding works or not.

auto is short for "ASCII,JIS,UTF-8,EUC-JP,SJIS". It returns the detected charset, which you can use to convert the string to UTF-8 with iconv.

<?php
function convertToUTF8($str) {
    $enc = mb_detect_encoding($str);

    if ($enc && $enc != 'UTF-8') {
        return iconv($enc, 'UTF-8', $str);
    } else {
        return $str;
    }
}
?>

I haven't tested it, so no guarantee. And maybe there's a simpler way.

Solution 11 - Php

You need to test the character set on input since responses can come coded with different encodings.

I force all content been sent into UTF-8 by doing detection and translation using the following function:

function fixRequestCharset()
{
  $ref = array(&$_GET, &$_POST, &$_REQUEST);
  foreach ($ref as &$var)
  {
    foreach ($var as $key => $val)
    {
      $encoding = mb_detect_encoding($var[$key], mb_detect_order(), true);
      if (!$encoding)
        continue;
      if (strcasecmp($encoding, 'UTF-8') != 0)
      {
        $encoding = iconv($encoding, 'UTF-8', $var[$key]);
        if ($encoding === false)
          continue;
        $var[$key] = $encoding;
      }
    }
  }
}

That routine will turn all PHP variables that come from the remote host into UTF-8.

Or ignore the value if the encoding could not be detected or converted.

You can customize it to your needs.

Just invoke it before using the variables.

Solution 12 - Php

It's simple: when you get something that's not UTF-8, you must encode that into UTF-8.

So, when you're fetching a certain feed that's ISO 8859-1 parse it through utf8_encode.

However, if you're fetching an UTF-8 feed, you don't need to do anything.

Solution 13 - Php

I know this is an older question, but I figure a useful answer never hurts. I was having issues with my encoding between a desktop application, SQLite, and GET/POST variables. Some would be in UTF-8, some would be in ASCII, and basically everything would get screwed up when foreign characters got involved.

Here is my solution. It scrubs your GET/POST/REQUEST (I omitted cookies, but you could add them if desired) on each page load before processing. It works well in a header. PHP will throw warnings if it can't detect the source encoding automatically, so these warnings are suppressed with @'s.

//Convert everything in our vars to UTF-8 for playing nice with the database...
//Use some auto detection here to help us not double-encode...
//Suppress possible warnings with @'s for when encoding cannot be detected
try
{
	$process = array(&$_GET, &$_POST, &$_REQUEST);
	while (list($key, $val) = each($process)) {
		foreach ($val as $k => $v) {
			unset($process[$key][$k]);
			if (is_array($v)) {
				$process[$key][@mb_convert_encoding($k,'UTF-8','auto')] = $v;
				$process[] = &$process[$key][@mb_convert_encoding($k,'UTF-8','auto')];
			} else {
				$process[$key][@mb_convert_encoding($k,'UTF-8','auto')] = @mb_convert_encoding($v,'UTF-8','auto');
			}
		}
	}
	unset($process);
}
catch(Exception $ex){}

Solution 14 - Php

harpax' answer worked for me. In my case, this is good enough:

if (isUTF8($str)) {
    echo $str;
}
else
{
    echo iconv("ISO-8859-1", "UTF-8//TRANSLIT", $str);
}

Solution 15 - Php

I was checking for solutions to encoding since ages, and this page is probably the conclusion of years of search! I tested some of the suggestions you mentioned and here are my notes:

This is my test string:

> this is a "wròng wrìtten" string bùt I nèed to pù 'sòme' special > chàrs to see thèm, convertèd by fùnctìon!! & that's it!

I do an INSERT to save this string on a database in a field that is set as utf8_general_ci

The character set of my page is UTF-8.

If I do an INSERT just like that, in my database, I have some characters probably coming from Mars...

So I need to convert them into some "sane" UTF-8. I tried utf8_encode(), but still aliens chars were invading my database...

So I tried to use the function forceUTF8 posted on number 8, but in the database the string saved looks like this:

> this is a "wròng wrìtten" string bùt I nèed to pù 'sòme' special > chà rs to see thèm, convertèd by fùnctìon!! & that's it!

So collecting some more information on this page and merging them with other information on other pages I solved my problem with this solution:

$finallyIDidIt = mb_convert_encoding(
  $string,
  mysql_client_encoding($resourceID),
  mb_detect_encoding($string)
);

Now in my database I have my string with correct encoding.

NOTE:

Only note to take care of is in function mysql_client_encoding! You need to be connected to the database, because this function wants a resource ID as a parameter.

But well, I just do that re-encoding before my INSERT so for me it is not a problem.

Solution 16 - Php

After sorting out your PHP scripts, don't forget to tell MySQL what charset you are passing and would like to receive.

Example: set the character to UTF-8

Passing UTF-8 data to a Latin 1 table in a Latin 1 I/O session gives those nasty birdfeets. I see this every other day in OsCommerce shops. Back and fourth it might seem right. But phpMyAdmin will show the truth. By telling MySQL what charset you are passing, it will handle the conversion of MySQL data for you.

How to recover existing scrambled MySQL data is another question. :)

Solution 17 - Php

Get the encoding from headers and convert it to UTF-8.

$post_url = 'http://website.domain';

/// Get headers ///////////////////////////////////////////////
function get_headers_curl($url)
{
    $ch = curl_init();

    curl_setopt($ch, CURLOPT_URL,            $url);
    curl_setopt($ch, CURLOPT_HEADER,         true);
    curl_setopt($ch, CURLOPT_NOBODY,         true);
    curl_setopt($ch, CURLOPT_RETURNTRANSFER, true);
    curl_setopt($ch, CURLOPT_TIMEOUT,        15);

    $r = curl_exec($ch);
    return $r;
}

$the_header = get_headers_curl($post_url);

/// Check for redirect ////////////////////////////////////////
if (preg_match("/Location:/i", $the_header)) {
    $arr = explode('Location:', $the_header);
    $location = $arr[1];

    $location = explode(chr(10), $location);
    $location = $location[0];

    $the_header = get_headers_curl(trim($location));
}

/// Get charset ///////////////////////////////////////////////
if (preg_match("/charset=/i", $the_header)) {
    $arr = explode('charset=', $the_header);
    $charset = $arr[1];

    $charset = explode(chr(10), $charset);
    $charset = $charset[0];
}

///////////////////////////////////////////////////////////////////
// echo $charset;

if($charset && $charset != 'UTF-8') {
    $html = iconv($charset, "UTF-8", $html);
}

Solution 18 - Php

Ÿ is Mojibake for ß. In your database, you may have one of the following hex values (use SELECT HEX(col)...) to find out):

  • DF if the column is "latin1",
  • C39F if the column is utf8 -- OR -- it is latin1, but "double-encoded"
  • C383C5B8 if double-encoded into a utf8 column

You should not use any encoding/decoding functions in PHP; instead, you should set up the database and the connection to it correctly.

If MySQL is involved, see: https://stackoverflow.com/questions/38363566/trouble-with-utf8-characters-what-i-see-is-not-what-i-stored/

Solution 19 - Php

When you try to handle multi languages, like Japanese and Korean, you might get in trouble.

mb_convert_encoding with the 'auto' parameter doesn't work well. Setting mb_detect_order('ASCII,UTF-8,JIS,EUC-JP,SJIS,EUC-KR,UHC') doesn't help since it will detect EUC-* wrongly.

I concluded that as long as input strings comes from HTML, it should use 'charset' in a meta element. I use Simple HTML DOM Parser because it supports invalid HTML.

The below snippet extracts the title element from a web page. If you would like to convert the entire page, then you may want to remove some lines.

<?php
require_once 'simple_html_dom.php';

echo convert_title_to_utf8(file_get_contents($argv[1])), PHP_EOL;

function convert_title_to_utf8($contents)
{
    $dom = str_get_html($contents);
    $title = $dom->find('title', 0);
    if (empty($title)) {
        return null;
    }
    $title = $title->plaintext;
    $metas = $dom->find('meta');
    $charset = 'auto';
    foreach ($metas as $meta) {
        if (!empty($meta->charset)) { // HTML5
            $charset = $meta->charset;
        } else if (preg_match('@charset=(.+)@', $meta->content, $match)) {
            $charset = $match[1];
        }
    }
    if (!in_array(strtolower($charset), array_map('strtolower', mb_list_encodings()))) {
        $charset = 'auto';
    }
    return mb_convert_encoding($title, 'UTF-8', $charset);
}

Solution 20 - Php

This version is for the German language, but you can modify the $CHARSETS and the $TESTCHARS.

class CharsetDetector
{
    private static $CHARSETS = array(
        "ISO_8859-1",
        "ISO_8859-15",
        "CP850"
    );

    private static $TESTCHARS = array(
        "€",
        "ä",
        "Ä",
        "ö",
        "Ö",
        "ü",
        "Ü",
        "ß"
    );

    public static function convert($string)
    {
        return self::__iconv($string, self::getCharset($string));
    }

    public static function getCharset($string)
    {
        $normalized = self::__normalize($string);
        if(!strlen($normalized))
            return "UTF-8";
        $best = "UTF-8";
        $charcountbest = 0;
        foreach (self::$CHARSETS as $charset)
        {
            $str = self::__iconv($normalized, $charset);
            $charcount = 0;
            $stop = mb_strlen($str, "UTF-8");

            for($idx = 0; $idx < $stop; $idx++)
            {
                $char = mb_substr($str, $idx, 1, "UTF-8");
                foreach (self::$TESTCHARS as $testchar)
                {
                    if($char == $testchar)
                    {
                        $charcount++;
                        break;
                    }
                }
            }

            if($charcount > $charcountbest)
            {
                $charcountbest = $charcount;
                $best = $charset;
            }
            //echo $text . "<br />";
        }
        return $best;
    }

    private static function __normalize($str)
    {
        $len = strlen($str);
        $ret = "";
        for($i = 0; $i < $len; $i++)
        {
            $c = ord($str[$i]);
            if ($c > 128) {
                if (($c > 247))
                    $ret .= $str[$i];
                elseif
                    ($c > 239) $bytes = 4;
                elseif
                    ($c > 223) $bytes = 3;
                elseif
                    ($c > 191) $bytes = 2;
                else
                    $ret .= $str[$i];

                if (($i + $bytes) > $len)
                    $ret .= $str[$i];
                $ret2 = $str[$i];
                while ($bytes > 1)
                {
                    $i++;
                    $b = ord($str[$i]);
                    if ($b < 128 || $b > 191)
                    {
                        $ret .= $ret2;
                        $ret2 = "";
                        $i += $bytes-1;
                        $bytes = 1;
                        break;
                    }
                    else
                        $ret2 .= $str[$i];
                    $bytes--;
                }
            }
        }
        return $ret;
    }

    private static function __iconv($string, $charset)
    {
        return iconv ($charset, "UTF-8", $string);
    }
}

Solution 21 - Php

I had the same issue with phpQuery (ISO-8859-1 instead of UTF-8) and this hack helped me:

$html = '<?xml version="1.0" encoding="UTF-8" ?>' . $html;

mb_internal_encoding('UTF-8'), phpQuery::newDocumentHTML($html, 'utf-8'), mbstring.internal_encoding and other manipulations didn't take any effect.

Solution 22 - Php

I found a solution at http://deer.org.ua/2009/10/06/1/:

class Encoding
{
    /**
     * http://deer.org.ua/2009/10/06/1/
     * @param $string
     * @return null
     */
    public static function detect_encoding($string)
    {
        static $list = ['utf-8', 'windows-1251'];

        foreach ($list as $item) {
            try {
                $sample = iconv($item, $item, $string);
            } catch (\Exception $e) {
                continue;
            }
            if (md5($sample) == md5($string)) {
                return $item;
            }
        }
        return null;
    }
}

$content = file_get_contents($file['tmp_name']);
$encoding = Encoding::detect_encoding($content);
if ($encoding != 'utf-8') {
    $result = iconv($encoding, 'utf-8', $content);
} else {
    $result = $content;
}

I think that @ is a bad decision and made some changes to the solution from deer.org.ua.

Solution 23 - Php

For Chinese characters, it is common to be encoded in the GBK encoding. In addition, when tested, the most voted answer doesn't work. Here is a simple fix that makes it work as well:

function toUTF8($raw) {
	try{
		return mb_convert_encoding($raw, "UTF-8", "auto"); 
	}catch(\Exception $e){
		return mb_convert_encoding($raw, "UTF-8", "GBK"); 
	}
}

Remark: This solution was written in 2017 and should fix problems for PHP in those days. I have not tested whether latest PHP already understands auto correctly.

Solution 24 - Php

Try without 'auto'

That is:

mb_detect_encoding($text)

instead of:

mb_detect_encoding($text, 'auto')

More information can be found here: mb_detect_encoding

Solution 25 - Php

Try to use this... every text that is not UTF-8 will be translated.

function is_utf8($str) {
    return (bool) preg_match('//u', $str);
}

$myString = "Fußball";

if(!is_utf8($myString)){
    $myString = utf8_encode($myString);
}

// or 1 line version ;) 
$myString = !is_utf8($myString) ? utf8_encode($myString) : trim($myString);

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Solution 15 - PhpMauroView Answer on Stackoverflow
Solution 16 - PhptimView Answer on Stackoverflow
Solution 17 - PhpArsenView Answer on Stackoverflow
Solution 18 - PhpRick JamesView Answer on Stackoverflow
Solution 19 - PhpNobuView Answer on Stackoverflow
Solution 20 - PhpLukas GottschallView Answer on Stackoverflow
Solution 21 - Phpuser2448995View Answer on Stackoverflow
Solution 22 - PhpoutdeadView Answer on Stackoverflow
Solution 23 - Phpch271828nView Answer on Stackoverflow
Solution 24 - PhptkartasView Answer on Stackoverflow
Solution 25 - PhpMMJView Answer on Stackoverflow