What are some best practices for optimizing memory usage in PHP scripts that involve image processing to avoid exceeding the memory limit?

When dealing with image processing in PHP scripts, it's important to optimize memory usage to prevent exceeding the memory limit set in the PHP configuration. One way to do this is by processing images in chunks rather than loading the entire image into memory at once. By breaking down the image processing tasks into smaller parts, you can reduce the amount of memory required and avoid hitting the memory limit.

// Example of processing an image in chunks to optimize memory usage

// Set the memory limit to a higher value to accommodate image processing
ini_set('memory_limit', '256M');

// Open the image file
$image = imagecreatefromjpeg('image.jpg');

// Get the image dimensions
$width = imagesx($image);
$height = imagesy($image);

// Define the chunk size for processing
$chunkSize = 100;

// Process the image in chunks
for ($y = 0; $y < $height; $y += $chunkSize) {
    $chunkHeight = min($chunkSize, $height - $y);
    
    // Create a new image for the chunk
    $chunk = imagecreatetruecolor($width, $chunkHeight);
    
    // Copy the chunk of the image
    imagecopy($chunk, $image, 0, 0, 0, $y, $width, $chunkHeight);
    
    // Process the chunk here
    
    // Free up memory by destroying the chunk image
    imagedestroy($chunk);
}

// Free up memory by destroying the original image
imagedestroy($image);