fix(Rubix\ML): Isolate rubix

.github/workflows/phpunit-mysql.yml

@@ -39,7 +39,7 @@ jobs:
 
     strategy:
       matrix:
-        php-versions: ['8.0', '8.1', '8.2', '8.3']
+        php-versions: ['8.1', '8.2', '8.3']
         server-versions: ['master', 'stable28']
 
     services:

.php-cs-fixer.dist.php

@@ -1,7 +1,7 @@
 <?php
 declare(strict_types=1);
 
-require_once './vendor/autoload.php';
+require_once './vendor/scoper-autoload.php';
 
 use Nextcloud\CodingStandard\Config;
 

composer.json

@@ -12,7 +12,7 @@
         }
     },
     "require-dev": {
-        "nextcloud/ocp": "dev-master",
+        "nextcloud/ocp": "^28.0",
         "symfony/console": "^5.4",
         "symfony/process": "^5.2"
     },
@@ -24,10 +24,12 @@
         "test:unit": "phpunit --config tests/phpunit.xml",
         "post-install-cmd": [
             "@composer bin all install --ansi",
+            "grep -r 'OCA\\\\Recognize\\\\Rubix' ./vendor/rubix/ml/ || ( vendor/bin/php-scoper add-prefix --prefix='OCA\\Recognize' --output-dir=\".\" --working-dir=\"./vendor/rubix/ml/\" -f --config=\"../../../scoper.inc.php\" && sed -i 's:Rubix\\\\\\\\ML\\\\\\\\:OCA\\\\\\\\Recognize\\\\\\\\Rubix\\\\\\\\ML\\\\\\\\:' vendor/composer/installed.json )",
             "composer dump-autoload"
         ],
         "post-update-cmd": [
             "@composer bin all update --ansi",
+            "grep -r 'OCA\\\\Recognize\\\\Rubix' ./vendor/rubix/ml/ || ( vendor/bin/php-scoper add-prefix --prefix='OCA\\Recognize' --output-dir=\".\" --working-dir=\"./vendor/rubix/ml/\" -f --config=\"../../../scoper.inc.php\" && sed -i 's:Rubix\\\\\\\\ML\\\\\\\\:OCA\\\\\\\\Recognize\\\\\\\\Rubix\\\\\\\\ML\\\\\\\\:' vendor/composer/installed.json )",
             "composer dump-autoload"
         ]
     },

lib/Clustering/DualTreeBall.php

@@ -6,11 +6,11 @@
 declare(strict_types=1);
 namespace OCA\Recognize\Clustering;
 
-use \Rubix\ML\Datasets\Labeled;
-use \Rubix\ML\Graph\Nodes\Ball;
-use \Rubix\ML\Helpers\Stats;
-use \Rubix\ML\Kernels\Distance\Distance;
-use function \Rubix\ML\argmax;
+use \OCA\Recognize\Rubix\ML\Datasets\Labeled;
+use \OCA\Recognize\Rubix\ML\Graph\Nodes\Ball;
+use \OCA\Recognize\Rubix\ML\Helpers\Stats;
+use \OCA\Recognize\Rubix\ML\Kernels\Distance\Distance;
+use function \OCA\Recognize\Rubix\ML\argmax;
 
 class DualTreeBall extends Ball {
 	protected float $longestDistanceInNode = INF;
@@ -97,8 +97,8 @@ public function propagateSetChanges(array &$labelToSetId) {
 	/**
 	 * Factory method to build a hypersphere by splitting the dataset into left and right clusters.
 	 *
-	 * @param \Rubix\ML\Datasets\Labeled $dataset
-	 * @param \Rubix\ML\Kernels\Distance\Distance $kernel
+	 * @param \OCA\Recognize\Rubix\ML\Datasets\Labeled $dataset
+	 * @param \OCA\Recognize\Rubix\ML\Kernels\Distance\Distance $kernel
 	 * @return self
 	 */
 	public static function split(Labeled $dataset, Distance $kernel): self {

lib/Clustering/DualTreeClique.php

@@ -6,11 +6,11 @@
 declare(strict_types=1);
 namespace OCA\Recognize\Clustering;
 
-use \Rubix\ML\Datasets\Labeled;
-use \Rubix\ML\Graph\Nodes\Clique;
-use \Rubix\ML\Helpers\Stats;
-use \Rubix\ML\Kernels\Distance\Distance;
-use function \Rubix\ML\argmax;
+use \OCA\Recognize\Rubix\ML\Datasets\Labeled;
+use \OCA\Recognize\Rubix\ML\Graph\Nodes\Clique;
+use \OCA\Recognize\Rubix\ML\Helpers\Stats;
+use \OCA\Recognize\Rubix\ML\Kernels\Distance\Distance;
+use function \OCA\Recognize\Rubix\ML\argmax;
 
 class DualTreeClique extends Clique {
 	protected float $longestDistanceInNode = INF;
@@ -80,8 +80,8 @@ public function propagateSetChanges(array &$labelToSetId) {
 	/**
 	 * Terminate a branch with a dataset.
 	 *
-	 * @param \Rubix\ML\Datasets\Labeled $dataset
-	 * @param \Rubix\ML\Kernels\Distance\Distance $kernel
+	 * @param \OCA\Recognize\Rubix\ML\Datasets\Labeled $dataset
+	 * @param \OCA\Recognize\Rubix\ML\Kernels\Distance\Distance $kernel
 	 * @return self
 	 */
 	public static function terminate(Labeled $dataset, Distance $kernel): self {

lib/Clustering/HDBSCAN.php

@@ -6,10 +6,10 @@
 declare(strict_types=1);
 namespace OCA\Recognize\Clustering;
 
-use \Rubix\ML\Datasets\Labeled;
-use \Rubix\ML\EstimatorType;
-use \Rubix\ML\Helpers\Params;
-use \Rubix\ML\Kernels\Distance\Distance;
+use \OCA\Recognize\Rubix\ML\Datasets\Labeled;
+use \OCA\Recognize\Rubix\ML\EstimatorType;
+use \OCA\Recognize\Rubix\ML\Helpers\Params;
+use \OCA\Recognize\Rubix\ML\Kernels\Distance\Distance;
 
 /**
  * HDBSCAN
@@ -59,7 +59,7 @@ class HDBSCAN {
 	 * The distance kernel used for computing interpoint distances.
 	 *
 	 */
-	protected \Rubix\ML\Datasets\Labeled $dataset;
+	protected \OCA\Recognize\Rubix\ML\Datasets\Labeled $dataset;
 
 
 
@@ -70,7 +70,7 @@ class HDBSCAN {
 	 * @param array $oldCoreDistances
 	 * @param Distance $kernel
 	 * @param bool $useTrueMst // (Build true or approximate minimum spanning tree)
-	 * @throws \Rubix\ML\Exceptions\InvalidArgumentException
+	 * @throws \OCA\Recognize\Rubix\ML\Exceptions\InvalidArgumentException
 	 */
 	public function __construct(Labeled $dataset, int $minClusterSize = 5, int $sampleSize = 5, array $oldCoreDistances = [], ?Distance $kernel = null, bool $useTrueMst = true) {
 		if ($minClusterSize < 2) {
@@ -96,7 +96,7 @@ public function getCoreNeighborDistances(): array {
 	/**
 	 * Return the estimator type.
 	 *
-	 * @return \Rubix\ML\EstimatorType
+	 * @return \OCA\Recognize\Rubix\ML\EstimatorType
 	 */
 	public function type(): EstimatorType {
 		return EstimatorType::clusterer();
@@ -105,7 +105,7 @@ public function type(): EstimatorType {
 	/**
 	 * Return the data types that the estimator is compatible with.
 	 *
-	 * @return list<\Rubix\ML\DataType>
+	 * @return list<\OCA\Recognize\Rubix\ML\DataType>
 	 */
 	public function compatibility(): array {
 		return $this->mstSolver->kernel()->compatibility();

lib/Clustering/MrdBallTree.php

@@ -6,11 +6,11 @@
 declare(strict_types=1);
 namespace OCA\Recognize\Clustering;
 
-use \Rubix\ML\Datasets\Labeled;
-use \Rubix\ML\Graph\Nodes\Ball;
-use \Rubix\ML\Graph\Nodes\Hypersphere;
-use \Rubix\ML\Graph\Trees\BallTree;
-use \Rubix\ML\Kernels\Distance\Distance;
+use \OCA\Recognize\Rubix\ML\Datasets\Labeled;
+use \OCA\Recognize\Rubix\ML\Graph\Nodes\Ball;
+use \OCA\Recognize\Rubix\ML\Graph\Nodes\Hypersphere;
+use \OCA\Recognize\Rubix\ML\Graph\Trees\BallTree;
+use \OCA\Recognize\Rubix\ML\Kernels\Distance\Distance;
 
 class MrdBallTree extends BallTree {
 	private ?Labeled $dataset = null;
@@ -25,8 +25,8 @@ class MrdBallTree extends BallTree {
 	/**
 	 * @param int $maxLeafSize
 	 * @param int $coreDistSampleSize
-	 * @param \Rubix\ML\Kernels\Distance\Distance|null $kernel
-	 * @throws \Rubix\ML\Exceptions\InvalidArgumentException
+	 * @param \OCA\Recognize\Rubix\ML\Kernels\Distance\Distance|null $kernel
+	 * @throws \OCA\Recognize\Rubix\ML\Exceptions\InvalidArgumentException
 	 */
 	public function __construct(int $maxLeafSize = 30, int $sampleSize = 5, ?Distance $kernel = null) {
 		if ($maxLeafSize < 1) {
@@ -462,7 +462,7 @@ public function cachedComputeNative($a, array $a_vector, $b, array $b_vector, bo
 	 *
 	 * @param int|string $sampleLabel
 	 * @param bool $useCachedValues
-	 * @throws \Rubix\ML\Exceptions\InvalidArgumentException
+	 * @throws \OCA\Recognize\Rubix\ML\Exceptions\InvalidArgumentException
 	 * @return array{list<mixed>,list<float>}
 	 */
 	public function getCoreNeighbors($sampleLabel, bool $useCachedValues = true): array {
@@ -546,8 +546,8 @@ public function getCoreNeighbors($sampleLabel, bool $useCachedValues = true): ar
 	 *
 	 * @param int $sampleLabel
 	 * @param float $radius
-	 * @throws \Rubix\ML\Exceptions\InvalidArgumentException
-	 * @throws \Rubix\ML\Exceptions\RuntimeException
+	 * @throws \OCA\Recognize\Rubix\ML\Exceptions\InvalidArgumentException
+	 * @throws \OCA\Recognize\Rubix\ML\Exceptions\RuntimeException
 	 * @return array{list<mixed>,list<float>}
 	 */
 	public function cachedRange($sampleLabel, float $radius): array {
@@ -624,8 +624,8 @@ public function cachedRange($sampleLabel, float $radius): array {
 	 *
 	 * @internal
 	 *
-	 * @param \Rubix\ML\Datasets\Labeled $dataset
-	 * @throws \Rubix\ML\Exceptions\InvalidArgumentException
+	 * @param \OCA\Recognize\Rubix\ML\Datasets\Labeled $dataset
+	 * @throws \OCA\Recognize\Rubix\ML\Exceptions\InvalidArgumentException
 	 */
 	public function grow(Labeled $dataset): void {
 		$this->dataset = $dataset;

lib/Clustering/MstSolver.php

@@ -6,8 +6,8 @@
 declare(strict_types=1);
 namespace OCA\Recognize\Clustering;
 
-use \Rubix\ML\Datasets\Labeled;
-use \Rubix\ML\Kernels\Distance\Distance;
+use \OCA\Recognize\Rubix\ML\Datasets\Labeled;
+use \OCA\Recognize\Rubix\ML\Kernels\Distance\Distance;
 
 class MstSolver {
 	private MrdBallTree $tree;

lib/Clustering/SquaredDistance.php

@@ -6,8 +6,8 @@
 declare(strict_types=1);
 namespace OCA\Recognize\Clustering;
 
-use \Rubix\ML\DataType;
-use \Rubix\ML\Kernels\Distance\Distance;
+use \OCA\Recognize\Rubix\ML\DataType;
+use \OCA\Recognize\Rubix\ML\Kernels\Distance\Distance;
 
 /**
  * Squared distance
@@ -24,7 +24,7 @@ class SquaredDistance implements Distance {
 	 *
 	 * @internal
 	 *
-	 * @return list<\Rubix\ML\DataType>
+	 * @return list<\OCA\Recognize\Rubix\ML\DataType>
 	 */
 	public function compatibility(): array {
 		return [

lib/Dav/Faces/FacePhoto.php

@@ -6,7 +6,7 @@
 declare(strict_types=1);
 namespace OCA\Recognize\Dav\Faces;
 
-use \Rubix\ML\Kernels\Distance\Euclidean;
+use \OCA\Recognize\Rubix\ML\Kernels\Distance\Euclidean;
 use OCA\Recognize\Db\FaceDetection;
 use OCA\Recognize\Db\FaceDetectionMapper;
 use OCA\Recognize\Service\FaceClusterAnalyzer;

lib/Service/FaceClusterAnalyzer.php

@@ -6,8 +6,8 @@
 declare(strict_types=1);
 namespace OCA\Recognize\Service;
 
-use \Rubix\ML\Datasets\Labeled;
-use \Rubix\ML\Kernels\Distance\Euclidean;
+use \OCA\Recognize\Rubix\ML\Datasets\Labeled;
+use \OCA\Recognize\Rubix\ML\Kernels\Distance\Euclidean;
 use OCA\Recognize\Clustering\HDBSCAN;
 use OCA\Recognize\Db\FaceCluster;
 use OCA\Recognize\Db\FaceClusterMapper;

scoper.inc.php

@@ -0,0 +1,24 @@
+<?php
+
+declare(strict_types=1);
+
+// scoper.inc.php
+
+return [
+	'patchers' => [
+		static function (string $filePath, string $prefix, string $content): string {
+			//
+			// PHP-Parser patch conditions for file targets
+			//
+			if (str_contains($filePath, '/rubix/')) {
+				return preg_replace(
+					'%([ |<{:,])\\\\Rubix\\\\ML%',
+					'$1\\\\OCA\\\\Recognize\\\\Rubix\\\\ML',
+					$content
+				);
+			}
+
+			return $content;
+		},
+	],
+];

tests/ClusterTest.php

@@ -1,6 +1,6 @@
 <?php
 
-use \Rubix\ML\Kernels\Distance\Euclidean;
+use \OCA\Recognize\Rubix\ML\Kernels\Distance\Euclidean;
 use OCA\Recognize\Db\FaceClusterMapper;
 use OCA\Recognize\Db\FaceDetection;
 use OCA\Recognize\Db\FaceDetectionMapper;

vendor-bin/php-scoper/composer.json

@@ -0,0 +1,5 @@
+{
+    "require-dev": {
+        "humbug/php-scoper": "^0.18.7"
+    }
+}