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                <?php  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                declare(strict_types=1);  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                namespace Np\core;  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                use Np\exceptions\{ | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    dtypeException,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    invalidArgumentException,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    runtimeException,  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    dimensionalityMismatch  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                };  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                /**  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                 * ND  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                 *   | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                 * A fast lite memory efficient Scientific Computing for php  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                 *   | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                 * @package   Np  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                 * @version   V0.0.1  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                 * @category  Scientific Computing  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                 * @author    ghost (Shubham Chaudhary)  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                 * @email     [email protected]  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                 * @copyright (c) 2020-2021, Shubham Chaudhary  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                 *   | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                 */  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                class nd { | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    const TWO_PI = 2. * M_PI, EPSILON = 1e-8;  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    const FLOAT = 1, DOUBLE = 2, INT = 3;  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    public $data;  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    protected $_time = null, $_mem = null;  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                      | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    public function checkDimensions(\Np\matrix|\Np\vector $Obj1, \Np\matrix $Obj2) { | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        if($Obj1->col == $Obj2->row){ | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                            return true;  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        self::_dimensionaMisMatchErr('Mismatch Dimensions of given Objects! Obj-A col & Obj-B row amount need to be the same!'); | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    public function checkDtype(\Np\matrix|\Np\vector $Obj1, \Np\matrix|\Np\vector $Obj2){ | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        if($Obj1->dtype == $Obj2->dtype) { | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                            return true;  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        self::_dtypeErr('mismatch data type of given Np\Objects!'); | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    public function checkShape(\Np\matrix|\Np\vector $Obj1, \Np\matrix|\Np\vector $Obj2) { | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        if ($Obj1 instanceof \Np\vector && $Obj2 instanceof \Np\vector) { | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                            if ($Obj1->col == $Obj2->col) { | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                                return true;  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                            }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                            self::_dimensionaMisMatchErr('mismatch Dimensions of given vectors!'); | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        } elseif ($Obj1 instanceof \Np\vector && $Obj2 instanceof \Np\matrix) { | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                            if ($Obj1->col == $Obj2->col) { | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                                return true;  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                            }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                            self::_dimensionaMisMatchErr('mismatch Dimensions of given vectors & matrix!'); | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        } else { | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                            if ($Obj1->row == $Obj2->row || $Obj1->col == $Obj2->col) { | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                                return true;  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                            }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                            self::_dimensionaMisMatchErr('mismatch Dimensions of given matrix!'); | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                      | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    public function asType(int $dtype){ | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        switch ($dtype){ | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                            case self::FLOAT:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                                \FFI::cast('float *', $this->data); | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                                break;  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                            case self::DOUBLE:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                                \FFI::cast('double *', $this->data); | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                                break;  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                            case self::INT:  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                                \FFI::cast('int *', $this->data); | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                                break;  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    protected function __construct(public int $ndim, public int $dtype = self::DOUBLE) { | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        $this->getMemory();  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        $this->time();  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        $this->_nd();  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    }  | 
            
            
                                                                                                            
                                                                
            
                                    
            
            
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                    protected function _nd() { | 
            
            
                                                                        
                            
            
                                    
            
            
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                        switch ($this->dtype) { | 
            
            
                                                                        
                            
            
                                    
            
            
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                            case self::FLOAT:  | 
            
            
                                                                        
                            
            
                                    
            
            
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                                $this->data = self::_ndFloat($this->ndim);  | 
            
            
                                                                        
                            
            
                                    
            
            
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                                break;  | 
            
            
                                                                        
                            
            
                                    
            
            
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                            case self::DOUBLE:  | 
            
            
                                                                        
                            
            
                                    
            
            
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                                $this->data = self::_ndDouble($this->ndim);  | 
            
            
                                                                        
                            
            
                                    
            
            
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                                break;  | 
            
            
                                                                        
                            
            
                                    
            
            
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                            case self::INT:  | 
            
            
                                                                        
                            
            
                                    
            
            
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                                $this->data = self::_ndInt($this->ndim);  | 
            
            
                                                                        
                            
            
                                    
            
            
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                                break;  | 
            
            
                                                                        
                            
            
                                    
            
            
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                            default :  | 
            
            
                                                                        
                            
            
                                    
            
            
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                                throw new dtypeException('given dtype is not supported by Np'); | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    protected static function _ndFloat(int $size) { | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        return \FFI::cast('float *', \FFI::new("float[$size]")); | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    protected static function _ndDouble(int $size) { | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        return \FFI::cast('double *', \FFI::new("double[$size]")); | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    protected static function _ndInt(int $size) { | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        return \FFI::cast('int *', \FFI::new("int[$size]")); | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    protected static function _err($msg): runtimeException { | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        throw new runtimeException($msg);  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    protected static function _invalidArgument($argument): invalidArgumentException { | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        throw new invalidArgumentException($argument);  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    protected static function _dtypeErr($msg) : dtypeException { | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        throw new dtypeException($msg);  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    protected static function _dimensionaMisMatchErr($msg) :dimensionalityMismatch { | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                        throw new dimensionalityMismatch($msg);  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    129
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                    }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    /**  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                     * set Timer, get total time   | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                     */  | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                    public function time() { | 
            
            
                                                                                                            
                            
            
                                    
            
            
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                 | 
                                    
                                                     | 
                
                 | 
                        if (is_null($this->_time)) { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    136
                 | 
                                    
                                                     | 
                
                 | 
                            $this->_time = microtime(true);  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    137
                 | 
                                    
                                                     | 
                
                 | 
                        } else { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    138
                 | 
                                    
                                                     | 
                
                 | 
                            echo 'Time-Consumed:- ' . (microtime(true) - $this->_time) . PHP_EOL;  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    139
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    140
                 | 
                                    
                                                     | 
                
                 | 
                    }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    141
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    142
                 | 
                                    
                                                     | 
                
                 | 
                    /**  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    143
                 | 
                                    
                                                     | 
                
                 | 
                     * set memory dog, get total memory  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    144
                 | 
                                    
                                                     | 
                
                 | 
                     */  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    145
                 | 
                                    
                                                     | 
                
                 | 
                    public function getMemory() { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    146
                 | 
                                    
                                                     | 
                
                 | 
                        if (is_null($this->_mem)) { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    147
                 | 
                                    
                                                     | 
                
                 | 
                            $this->_mem = memory_get_usage();  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    148
                 | 
                                    
                                                     | 
                
                 | 
                        } else { | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    149
                 | 
                                    
                                                     | 
                
                 | 
                            $memory = memory_get_usage() - $this->_mem;  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    150
                 | 
                                    
                                                     | 
                
                 | 
                            $unit = ['b', 'kb', 'mb', 'gb', 'tb', 'pb'];  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    151
                 | 
                                    
                                                     | 
                
                 | 
                            echo round($memory / pow(1024, ($i = floor(log($memory, 1024)))), 2) . $unit[$i] . PHP_EOL;  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    152
                 | 
                                    
                                                     | 
                
                 | 
                        }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    153
                 | 
                                    
                                                     | 
                
                 | 
                    }  | 
            
            
                                                                                                            
                            
            
                                    
            
            
                | 
                    154
                 | 
                                    
                                                     | 
                
                 | 
                 | 
            
            
                                                                                                            
                                                                
            
                                    
            
            
                | 
                    155
                 | 
                                    
                                                     | 
                
                 | 
                }  | 
            
            
                                                        
            
                                    
            
            
                | 
                    156
                 | 
                                    
                                                     | 
                
                 | 
                 |