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feat: Better error handling for absence of shared libraries
1 parent dd16f79 commit 4e84cd4

15 files changed

Lines changed: 236 additions & 125 deletions

‎composer.json‎

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"php": "^8.1",
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"ext-ffi": "*",
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"codewithkyrian/jinja-php": "^1.0",
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"codewithkyrian/transformers-libsloader": "^1.0",
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"codewithkyrian/transformers-libsloader": "^2.0",
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"imagine/imagine": "^1.3",
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"rokka/imagine-vips": "^0.31.0",
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"rindow/rindow-math-matrix": "^2.0",

‎examples/images/multitask.png‎

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‎examples/misc/custom-object-detection.php‎

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<?php
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declare(strict_types=1);
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namespace Codewithkyrian\Transformers\Pipelines;
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use Codewithkyrian\Transformers\Models\Auto\AutoModel;
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use Codewithkyrian\Transformers\Processors\AutoProcessor;
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use Codewithkyrian\Transformers\Utils\Image;
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require_once './bootstrap.php';
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ini_set('memory_limit', '-1');
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$processor = AutoProcessor::fromPretrained('Xenova/yolov9-c_all');
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$model = AutoModel::fromPretrained('Xenova/yolov9-c_all');
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$image = Image::read(__DIR__.'/../images/multitask.png');
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$inputs = $processor($image);
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['outputs' => $outputs] = $model($inputs);
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$boxes = array_map(function ($args) use ($inputs, $model): ?array {
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[$xmin, $ymin, $xmax, $ymax, $score, $id] = $args;
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if ($score < 0.11) return null;
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return [
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'xmin' => $xmin,
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'ymin' => $ymin,
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'xmax' => $xmax,
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'ymax' => $ymax,
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'score' => $score,
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'label' => $model->config['id2label'][$id] ?? 'unknown',
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];
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}, $outputs->toArray());
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$boxes = array_filter($boxes);
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$fontSize = 10;
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$fontScalingFactor = 0.75;
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$fontFile = '/Users/Kyrian/Library/Fonts/JosefinSans-Bold.ttf';
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$labelBoxHeight = $fontSize * 2 * $fontScalingFactor;
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$colors = array_map(fn () => sprintf('#%06x', mt_rand(0, 0xFFFFFF)), range(0, count($boxes) - 1));
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foreach ($boxes as $box) {
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$detectionLabel = $box['label'].' '.round($box['score'], 2);
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$color = $colors[array_search($box, $boxes)];
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$image = $image
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->drawRectangle($box['xmin'], $box['ymin'], $box['xmax'], $box['ymax'], $color, thickness: 2)
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->drawRectangle(
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xMin: $box['xmin'],
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yMin: max($box['ymin'] - $labelBoxHeight, 0),
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xMax: $box['xmin'] + (strlen($detectionLabel) * $fontSize * $fontScalingFactor),
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yMax: max($box['ymin'], $labelBoxHeight),
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color: $color,
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fill: true,
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thickness: 2
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)
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->drawText(
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text: $detectionLabel,
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xPos: $box['xmin'] + 5,
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yPos: max($box['ymin'] - $labelBoxHeight, 0),
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fontFile: $fontFile,
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fontSize: $fontSize,
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color: 'FFFFFF'
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);
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}
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$image->save(__DIR__.'/../images/corgi-detected.jpg');

‎examples/pipelines/custom-object-detection.php‎

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This file was deleted.

‎examples/pipelines/object-detection.php‎

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$detector = pipeline('object-detection', 'Xenova/detr-resnet-50');
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$img = __DIR__ . '/../images/cats.jpg';
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$img = __DIR__.'/../images/cats.jpg';
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$output = $detector($img, threshold: 0.9);
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@@ -23,8 +23,8 @@
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//
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//foreach ($output as $item) {
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// $box = $item['box'];
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// $image->drawRectangle($box['xmin'], $box['ymin'], $box['xmax'], $box['ymax'], '0099FF', thickness: 2);
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// $image->drawText($item['label'], $box['xmin'], max($box['ymin'] - 5, 0), '/Users/Kyrian/Library/Fonts/JosefinSans-Bold.ttf', 14, '0099FF');
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// $image = $image->drawRectangle($box['xmin'], $box['ymin'], $box['xmax'], $box['ymax'], '0099FF', thickness: 2);
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// $image = $image->drawText($item['label'], $box['xmin'], max($box['ymin'] - 5, 0), '/Users/Kyrian/Library/Fonts/JosefinSans-Bold.ttf', 14, '0099FF');
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//}
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//
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//$image->save(__DIR__ . '/../images/cats-detection.jpg');

‎libs/VERSIONS‎

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DOWNLOADER=1.0.0
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DOWNLOADER=2.0.0
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OPENBLAS=0.3.27
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RINDOW_MATLIB=1.0.1
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ONNXRUNTIME=1.17.0

‎src/FFI/FastTransformersUtils.php‎

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use Codewithkyrian\TransformersLibrariesDownloader\Libraries;
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use FFI;
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use FFI\CData;
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use RuntimeException;
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class FastTransformersUtils
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{
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private static function ffi(): FFI
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{
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if (!isset(self::$ffi)) {
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self::validateLibrary();
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$headerCode = file_get_contents(Libraries::FastTransformersUtils->headerFile(Transformers::$libsDir));
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self::$ffi = FFI::cdef($headerCode, Libraries::FastTransformersUtils->libFile(Transformers::$libsDir));
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}
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return self::$ffi;
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}
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private static function validateLibrary(): void
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{
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if (!Libraries::FastTransformersUtils->exists(Transformers::$libsDir)) {
33+
throw new RuntimeException('FastTransformersUtils library not found. Please run "./vendor/bin/transformers install" to install all dependencies.');
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}
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}
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public static function new($type, bool $owned = true, bool $persistent = false): ?CData
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{
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return self::ffi()->new($type, $owned, $persistent);

‎src/FFI/OnnxRuntime.php‎

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public static function ffi(): FFI
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{
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if (!isset(self::$ffi)) {
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self::validateLibrary();
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$headerCode = file_get_contents(Libraries::OnnxRuntime->headerFile(Transformers::$libsDir));
2022
self::$ffi = FFI::cdef($headerCode, Libraries::OnnxRuntime->libFile(Transformers::$libsDir));
2123
}
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return self::$ffi;
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}
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28+
private static function validateLibrary(): void
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{
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if (!Libraries::OnnxRuntime->exists(Transformers::$libsDir)) {
31+
throw new RuntimeException("OnnxRuntime library not found. Please run \033[32m`./vendor/bin/transformers install`\033[39m to install all dependencies.");
32+
}
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}
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public static function api(): mixed
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{
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if (!isset(self::$api)) {

‎src/FFI/Samplerate.php‎

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private static function ffi(): FFI
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{
2020
if (!isset(self::$ffi)) {
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self::validateLibrary();
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$headerCode = file_get_contents(Libraries::Samplerate->headerFile(Transformers::$libsDir));
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self::$ffi = FFI::cdef($headerCode, Libraries::Samplerate->libFile(Transformers::$libsDir));
2325
}
2426

2527
return self::$ffi;
2628
}
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30+
private static function validateLibrary(): void
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{
32+
if (!Libraries::Samplerate->exists(Transformers::$libsDir)) {
33+
throw new RuntimeException('Samplerate library not found. Please run "./vendor/bin/transformers install" to install all dependencies.');
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}
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}
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public static function new($type, bool $owned = true, bool $persistent = false): ?CData
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{
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return self::ffi()->new($type, $owned, $persistent);

‎src/FFI/Sndfile.php‎

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declare(strict_types=1);
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namespace Codewithkyrian\Transformers\FFI;
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use Codewithkyrian\Transformers\Transformers;
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private static function ffi(): FFI
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{
2019
if (!isset(self::$ffi)) {
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self::validateLibrary();
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$headerCode = file_get_contents(Libraries::Sndfile->headerFile(Transformers::$libsDir));
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self::$ffi = FFI::cdef($headerCode, Libraries::Sndfile->libFile(Transformers::$libsDir));
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}
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2526
return self::$ffi;
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}
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29+
private static function validateLibrary(): void
30+
{
31+
if (!Libraries::Sndfile->exists(Transformers::$libsDir)) {
32+
throw new RuntimeException('Sndfile library not found. Please run "./vendor/bin/transformers install" to install all dependencies.');
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}
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}
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public static function new($type, bool $owned = true, bool $persistent = false): ?CData
2937
{
3038
return self::ffi()->new($type, $owned, $persistent);
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3846
/**
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* Open the specified file for read, write or both.
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*
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* @param string $path
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* @param int $mode
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* @param CData $sfinfo
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*
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* @return mixed
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*/
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public static function open(string $path, int $mode, CData $sfinfo): mixed

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