<?php

namespace Tests\Unit\Training;

use App\Models\NetworksTraining\SimpleBinaryPerceptronTraining;
use App\Services\DatasetReader\LinearOrderDataSetReader;
use App\Services\SynapticWeightsProvider\ZeroSynapticWeights;
use Tests\Services\IterationEventBuffer\DullIterationEventBuffer;

class SimplePerceptronTest extends TrainingTestCase
{
    public function test_simple_perceptron_training_logic_and()
    {
        $training = new SimpleBinaryPerceptronTraining(
            datasetReader: new LinearOrderDataSetReader(public_path('data_sets/logic_and.csv')),
            learningRate: 1.0,
            maxEpochs: 100,
            synapticWeightsProvider: new ZeroSynapticWeights,
            iterationEventBuffer: new DullIterationEventBuffer,
            sessionId: 'test-session',
            trainingId: 'test-training',
        );

        $this->verifyTrainingResults(
            training: $training,
            expectedWeights: [[[-3.0, 2.0, 1.0]]],
            expectedEpochs: 6
        );
    }
}