'test-key']); $this->provider = new AnthropicPredictionProvider(new ApiLogger); }); it('returns null when api key is not configured', function (): void { config(['services.anthropic.api_key' => null]); $prices = fakePrices(14); expect($this->provider->predict($prices))->toBeNull(); }); it('uses submit_prediction tool in the basic request', function (): void { Http::fake([ 'https://api.anthropic.com/*' => Http::response([ 'stop_reason' => 'tool_use', 'content' => [[ 'type' => 'tool_use', 'name' => 'submit_prediction', 'input' => ['direction' => 'rising', 'confidence' => 72, 'reasoning' => 'Prices rising.'], ]], ]), ]); // context request fails, falls back to basic Http::fake([ 'https://api.anthropic.com/*' => Http::sequence() ->push([], 500) ->push([ 'stop_reason' => 'tool_use', 'content' => [[ 'type' => 'tool_use', 'name' => 'submit_prediction', 'input' => ['direction' => 'rising', 'confidence' => 72, 'reasoning' => 'Prices rising.'], ]], ]), ]); $this->provider->predict(fakePrices(14)); Http::assertSent(function ($request) { $tools = $request->data()['tools'] ?? []; return collect($tools)->contains(fn ($t) => $t['name'] === 'submit_prediction'); }); }); it('returns a prediction with Llm source from basic tool use', function (): void { Http::fake([ 'https://api.anthropic.com/*' => Http::sequence() ->push([], 500) // context fails ->push([ 'stop_reason' => 'tool_use', 'content' => [[ 'type' => 'tool_use', 'name' => 'submit_prediction', 'input' => ['direction' => 'rising', 'confidence' => 72, 'reasoning' => 'Consistent upward trend.'], ]], ]), ]); $prediction = $this->provider->predict(fakePrices(14)); expect($prediction->direction)->toBe(TrendDirection::Rising) ->and($prediction->source)->toBe(PredictionSource::Llm) ->and($prediction->confidence)->toBe(72) ->and($prediction->reasoning)->toBe('Consistent upward trend.'); }); it('caps confidence at 85', function (): void { Http::fake([ 'https://api.anthropic.com/*' => Http::sequence() ->push([], 500) ->push([ 'stop_reason' => 'tool_use', 'content' => [[ 'type' => 'tool_use', 'name' => 'submit_prediction', 'input' => ['direction' => 'falling', 'confidence' => 99, 'reasoning' => 'Very confident.'], ]], ]), ]); $prediction = $this->provider->predict(fakePrices(14)); expect($prediction->confidence)->toBe(85); }); it('returns null when tool_use block is missing from response', function (): void { Http::fake([ 'https://api.anthropic.com/*' => Http::sequence() ->push([], 500) ->push([ 'stop_reason' => 'end_turn', 'content' => [['type' => 'text', 'text' => 'Sorry, I cannot help.']], ]), ]); expect($this->provider->predict(fakePrices(14)))->toBeNull(); }); it('sends web_search tool during context prediction phase', function (): void { Http::fake([ 'https://api.anthropic.com/*' => Http::sequence() ->push([ 'stop_reason' => 'end_turn', 'content' => [['type' => 'text', 'text' => 'Searched and analysed.']], ]) ->push([ 'stop_reason' => 'tool_use', 'content' => [[ 'type' => 'tool_use', 'name' => 'submit_prediction', 'input' => ['direction' => 'flat', 'confidence' => 50, 'reasoning' => 'No clear trend.'], ]], ]), ]); $this->provider->predict(fakePrices(20)); Http::assertSent(function ($request) { $tools = $request->data()['tools'] ?? []; return collect($tools)->contains(fn ($t) => ($t['type'] ?? '') === 'web_search_20250305'); }); }); it('returns LlmWithContext source when context prediction succeeds', function (): void { Http::fake([ 'https://api.anthropic.com/*' => Http::sequence() ->push([ 'stop_reason' => 'end_turn', 'content' => [['type' => 'text', 'text' => 'Analysed news.']], ]) ->push([ 'stop_reason' => 'tool_use', 'content' => [[ 'type' => 'tool_use', 'name' => 'submit_prediction', 'input' => ['direction' => 'rising', 'confidence' => 70, 'reasoning' => 'OPEC+ cuts support prices.'], ]], ]), ]); $prediction = $this->provider->predict(fakePrices(20)); expect($prediction->source)->toBe(PredictionSource::LlmWithContext) ->and($prediction->direction)->toBe(TrendDirection::Rising); }); it('continues on pause_turn during web search phase', function (): void { Http::fake([ 'https://api.anthropic.com/*' => Http::sequence() ->push([ 'stop_reason' => 'pause_turn', 'content' => [['type' => 'server_tool_use', 'name' => 'web_search', 'input' => ['query' => 'Brent crude']]], ]) ->push([ 'stop_reason' => 'end_turn', 'content' => [['type' => 'text', 'text' => 'Done searching.']], ]) ->push([ 'stop_reason' => 'tool_use', 'content' => [[ 'type' => 'tool_use', 'name' => 'submit_prediction', 'input' => ['direction' => 'falling', 'confidence' => 60, 'reasoning' => 'Demand fears.'], ]], ]), ]); $prediction = $this->provider->predict(fakePrices(20)); expect($prediction)->not->toBeNull() ->and($prediction->direction)->toBe(TrendDirection::Falling); Http::assertSentCount(3); }); it('falls back to basic prediction when context phase fails', function (): void { Http::fake([ 'https://api.anthropic.com/*' => Http::sequence() ->push([], 500) // context search fails ->push([ 'stop_reason' => 'tool_use', 'content' => [[ 'type' => 'tool_use', 'name' => 'submit_prediction', 'input' => ['direction' => 'rising', 'confidence' => 65, 'reasoning' => 'Rising trend.'], ]], ]), ]); $prediction = $this->provider->predict(fakePrices(14)); expect($prediction->source)->toBe(PredictionSource::Llm); }); // --- helpers --- function fakePrices(int $count): Collection { return collect(range(1, $count))->map(fn (int $i) => new BrentPrice([ 'date' => now()->subDays($count - $i)->toDateString(), 'price_usd' => 75.0 + $i, ])); }