configure: error: Cannot find php-config. Please use --with-php-config=PATH

To use php-config you will need to have the PHP development package installed, in Ubuntu you can install the PHP5 development package using:

sudo apt-get install php5-dev 

After installing the php5-dev package, (on my Ubuntu installation) php-config can be found in:

/usr/bin/php-config