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fuel-price/tests/Unit/Services/OilPriceServiceTest.php
Ovidiu U 6a80c11f38
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feat: add LLM prediction providers with structured output support
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-04-07 14:42:44 +01:00

196 lines
6.6 KiB
PHP

<?php
use App\Enums\PredictionSource;
use App\Enums\TrendDirection;
use App\Models\BrentPrice;
use App\Models\PricePrediction;
use App\Services\ApiLogger;
use App\Services\LlmPrediction\OilPredictionProvider;
use App\Services\OilPriceService;
use Illuminate\Foundation\Testing\RefreshDatabase;
use Illuminate\Support\Facades\Http;
uses(RefreshDatabase::class);
beforeEach(function (): void {
Http::preventStrayRequests();
$this->provider = Mockery::mock(OilPredictionProvider::class);
$this->service = new OilPriceService(new ApiLogger, $this->provider);
});
// --- fetchBrentPrices ---
it('fetches and stores brent prices from FRED', function (): void {
Http::fake([
'*/fred/series/observations*' => Http::response([
'observations' => [
['date' => '2026-03-31', 'value' => '74.50'],
['date' => '2026-04-01', 'value' => '75.10'],
['date' => '2026-04-02', 'value' => '73.80'],
],
]),
]);
$this->service->fetchBrentPrices();
expect(BrentPrice::count())->toBe(3)
->and(BrentPrice::find('2026-04-02')->price_usd)->toBe('73.80');
});
it('filters out FRED missing value markers', function (): void {
Http::fake([
'*/fred/series/observations*' => Http::response([
'observations' => [
['date' => '2026-04-01', 'value' => '75.10'],
['date' => '2026-04-02', 'value' => '.'],
['date' => '2026-04-03', 'value' => '74.20'],
],
]),
]);
$this->service->fetchBrentPrices();
expect(BrentPrice::count())->toBe(2)
->and(BrentPrice::find('2026-04-02'))->toBeNull();
});
it('upserts existing brent price rows on refetch', function (): void {
Http::fake([
'*/fred/series/observations*' => Http::sequence()
->push(['observations' => [['date' => '2026-04-01', 'value' => '74.00']]])
->push(['observations' => [['date' => '2026-04-01', 'value' => '75.50']]]),
]);
$this->service->fetchBrentPrices();
$this->service->fetchBrentPrices();
expect(BrentPrice::count())->toBe(1)
->and(BrentPrice::find('2026-04-01')->price_usd)->toBe('75.50');
});
// --- generateEwmaPrediction ---
it('detects a rising trend when 3-day EWMA exceeds 7-day EWMA by threshold', function (): void {
$prices = collect(range(1, 14))->map(fn (int $i) => new BrentPrice([
'date' => now()->subDays(14 - $i)->toDateString(),
'price_usd' => 70.0 + ($i * 2.0),
]));
$prediction = $this->service->generateEwmaPrediction($prices);
expect($prediction->direction)->toBe(TrendDirection::Rising)
->and($prediction->source)->toBe(PredictionSource::Ewma)
->and($prediction->confidence)->toBeGreaterThan(0)
->and($prediction->confidence)->toBeLessThanOrEqual(65);
});
it('detects a falling trend when 3-day EWMA falls below 7-day EWMA by threshold', function (): void {
$prices = collect(range(1, 14))->map(fn (int $i) => new BrentPrice([
'date' => now()->subDays(14 - $i)->toDateString(),
'price_usd' => 85.0 - ($i * 2.0),
]));
$prediction = $this->service->generateEwmaPrediction($prices);
expect($prediction->direction)->toBe(TrendDirection::Falling)
->and($prediction->source)->toBe(PredictionSource::Ewma);
});
it('returns flat when price movement is within threshold', function (): void {
$prices = collect(range(1, 14))->map(fn (int $i) => new BrentPrice([
'date' => now()->subDays(14 - $i)->toDateString(),
'price_usd' => 75.0 + (($i % 2 === 0) ? 0.1 : -0.1),
]));
$prediction = $this->service->generateEwmaPrediction($prices);
expect($prediction->direction)->toBe(TrendDirection::Flat)
->and($prediction->confidence)->toBe(50);
});
it('returns null when fewer than 14 prices are available for EWMA', function (): void {
$prices = collect(range(1, 10))->map(fn (int $i) => new BrentPrice([
'date' => now()->subDays(10 - $i)->toDateString(),
'price_usd' => 75.0,
]));
expect($this->service->generateEwmaPrediction($prices))->toBeNull();
});
// --- generatePrediction (orchestrator) ---
it('stores both EWMA and LLM predictions when provider succeeds', function (): void {
BrentPrice::insert(
collect(range(1, 20))->map(fn (int $i) => [
'date' => now()->subDays(20 - $i)->toDateString(),
'price_usd' => 75.0 + $i,
])->all()
);
$this->provider->shouldReceive('predict')->once()->andReturn(new PricePrediction([
'predicted_for' => now()->toDateString(),
'source' => PredictionSource::LlmWithContext,
'direction' => TrendDirection::Rising,
'confidence' => 70,
'reasoning' => 'Trend is up.',
'generated_at' => now(),
]));
$prediction = $this->service->generatePrediction();
expect($prediction->source)->toBe(PredictionSource::LlmWithContext)
->and(PricePrediction::count())->toBe(2);
});
it('returns LLM prediction when provider succeeds', function (): void {
BrentPrice::insert(
collect(range(1, 20))->map(fn (int $i) => [
'date' => now()->subDays(20 - $i)->toDateString(),
'price_usd' => 75.0 + $i,
])->all()
);
$llmPrediction = new PricePrediction([
'predicted_for' => now()->toDateString(),
'source' => PredictionSource::Llm,
'direction' => TrendDirection::Rising,
'confidence' => 65,
'reasoning' => 'Rising trend.',
'generated_at' => now(),
]);
$this->provider->shouldReceive('predict')->once()->andReturn($llmPrediction);
$prediction = $this->service->generatePrediction();
expect($prediction->source)->toBe(PredictionSource::Llm);
});
it('falls back to EWMA when provider returns null', function (): void {
BrentPrice::insert(
collect(range(1, 20))->map(fn (int $i) => [
'date' => now()->subDays(20 - $i)->toDateString(),
'price_usd' => 75.0 + ($i * 0.8),
])->all()
);
$this->provider->shouldReceive('predict')->once()->andReturn(null);
$prediction = $this->service->generatePrediction();
expect($prediction->source)->toBe(PredictionSource::Ewma)
->and(PricePrediction::count())->toBe(1);
});
it('returns null when there is insufficient price data', function (): void {
BrentPrice::insert([
['date' => now()->subDays(2)->toDateString(), 'price_usd' => 75.0],
['date' => now()->subDay()->toDateString(), 'price_usd' => 76.0],
]);
$this->provider->shouldNotReceive('predict');
expect($this->service->generatePrediction())->toBeNull()
->and(PricePrediction::count())->toBe(0);
});