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- <?php
- namespace Faker\Test\Provider;
- use Faker\Provider\Biased;
- use Faker\Generator;
- use PHPUnit\Framework\TestCase;
- class BiasedTest extends TestCase
- {
- const MAX = 10;
- const NUMBERS = 25000;
- protected $generator;
- protected $results = array();
- protected function setUp()
- {
- $this->generator = new Generator();
- $this->generator->addProvider(new Biased($this->generator));
- $this->results = array_fill(1, self::MAX, 0);
- }
- public function performFake($function)
- {
- for($i = 0; $i < self::NUMBERS; $i++) {
- $this->results[$this->generator->biasedNumberBetween(1, self::MAX, $function)]++;
- }
- }
- public function testUnbiased()
- {
- $this->performFake(array('\Faker\Provider\Biased', 'unbiased'));
- // assert that all numbers are near the expected unbiased value
- foreach ($this->results as $number => $amount) {
- // integral
- $assumed = (1 / self::MAX * $number) - (1 / self::MAX * ($number - 1));
- // calculate the fraction of the whole area
- $assumed /= 1;
- $this->assertGreaterThan(self::NUMBERS * $assumed * .95, $amount, "Value was more than 5 percent under the expected value");
- $this->assertLessThan(self::NUMBERS * $assumed * 1.05, $amount, "Value was more than 5 percent over the expected value");
- }
- }
- public function testLinearHigh()
- {
- $this->performFake(array('\Faker\Provider\Biased', 'linearHigh'));
- foreach ($this->results as $number => $amount) {
- // integral
- $assumed = 0.5 * pow(1 / self::MAX * $number, 2) - 0.5 * pow(1 / self::MAX * ($number - 1), 2);
- // calculate the fraction of the whole area
- $assumed /= pow(1, 2) * .5;
- $this->assertGreaterThan(self::NUMBERS * $assumed * .9, $amount, "Value was more than 10 percent under the expected value");
- $this->assertLessThan(self::NUMBERS * $assumed * 1.1, $amount, "Value was more than 10 percent over the expected value");
- }
- }
- public function testLinearLow()
- {
- $this->performFake(array('\Faker\Provider\Biased', 'linearLow'));
- foreach ($this->results as $number => $amount) {
- // integral
- $assumed = -0.5 * pow(1 / self::MAX * $number, 2) - -0.5 * pow(1 / self::MAX * ($number - 1), 2);
- // shift the graph up
- $assumed += 1 / self::MAX;
- // calculate the fraction of the whole area
- $assumed /= pow(1, 2) * .5;
- $this->assertGreaterThan(self::NUMBERS * $assumed * .9, $amount, "Value was more than 10 percent under the expected value");
- $this->assertLessThan(self::NUMBERS * $assumed * 1.1, $amount, "Value was more than 10 percent over the expected value");
- }
- }
- }
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