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yaze/test/integration/ai/test_gemini_vision.cc
2025-11-21 21:35:50 -05:00

234 lines
7.2 KiB
C++

#include <filesystem>
#include <fstream>
#include "absl/strings/str_cat.h"
#include "cli/service/ai/gemini_ai_service.h"
#include "gtest/gtest.h"
#ifdef YAZE_WITH_GRPC
#include "app/service/screenshot_utils.h"
#endif
namespace yaze {
namespace test {
class GeminiVisionTest : public ::testing::Test {
protected:
void SetUp() override {
// Check if GEMINI_API_KEY is set
const char* api_key = std::getenv("GEMINI_API_KEY");
if (!api_key || std::string(api_key).empty()) {
GTEST_SKIP() << "GEMINI_API_KEY not set. Skipping multimodal tests.";
}
api_key_ = api_key;
// Create test data directory
test_dir_ = std::filesystem::temp_directory_path() / "yaze_multimodal_test";
std::filesystem::create_directories(test_dir_);
}
void TearDown() override {
// Clean up test directory
if (std::filesystem::exists(test_dir_)) {
std::filesystem::remove_all(test_dir_);
}
}
// Helper: Create a simple test image (16x16 PNG)
std::filesystem::path CreateTestImage() {
auto image_path = test_dir_ / "test_image.png";
// Create a minimal PNG file (16x16 red square)
// PNG signature + IHDR + IDAT + IEND
const unsigned char png_data[] = {
// PNG signature
0x89, 0x50, 0x4E, 0x47, 0x0D, 0x0A, 0x1A, 0x0A,
// IHDR chunk
0x00, 0x00, 0x00, 0x0D, 0x49, 0x48, 0x44, 0x52, 0x00, 0x00, 0x00, 0x10,
0x00, 0x00, 0x00, 0x10, 0x08, 0x02, 0x00, 0x00, 0x00, 0x90, 0x91, 0x68,
0x36,
// IDAT chunk (minimal data)
0x00, 0x00, 0x00, 0x0C, 0x49, 0x44, 0x41, 0x54, 0x08, 0x99, 0x63, 0xF8,
0xCF, 0xC0, 0x00, 0x00, 0x03, 0x01, 0x01, 0x00, 0x18, 0xDD, 0x8D, 0xB4,
// IEND chunk
0x00, 0x00, 0x00, 0x00, 0x49, 0x45, 0x4E, 0x44, 0xAE, 0x42, 0x60, 0x82};
std::ofstream file(image_path, std::ios::binary);
file.write(reinterpret_cast<const char*>(png_data), sizeof(png_data));
file.close();
return image_path;
}
std::string api_key_;
std::filesystem::path test_dir_;
};
TEST_F(GeminiVisionTest, BasicImageAnalysis) {
cli::GeminiConfig config;
config.api_key = api_key_;
config.model = "gemini-2.5-flash"; // Vision-capable model
config.verbose = false;
cli::GeminiAIService service(config);
// Create test image
auto image_path = CreateTestImage();
ASSERT_TRUE(std::filesystem::exists(image_path));
// Send multimodal request
auto response = service.GenerateMultimodalResponse(
image_path.string(), "Describe this image in one sentence.");
ASSERT_TRUE(response.ok()) << response.status().message();
EXPECT_FALSE(response->text_response.empty());
std::cout << "Vision API response: " << response->text_response << std::endl;
}
TEST_F(GeminiVisionTest, ImageWithSpecificPrompt) {
cli::GeminiConfig config;
config.api_key = api_key_;
config.model = "gemini-2.5-flash";
config.verbose = false;
cli::GeminiAIService service(config);
auto image_path = CreateTestImage();
// Ask specific question about the image
auto response = service.GenerateMultimodalResponse(
image_path.string(),
"What color is the dominant color in this image? Answer with just the "
"color name.");
ASSERT_TRUE(response.ok()) << response.status().message();
EXPECT_FALSE(response->text_response.empty());
// Response should mention "red" since we created a red square
std::string response_lower = response->text_response;
std::transform(response_lower.begin(), response_lower.end(),
response_lower.begin(), ::tolower);
EXPECT_TRUE(response_lower.find("red") != std::string::npos ||
response_lower.find("pink") != std::string::npos)
<< "Expected color 'red' or 'pink' in response: "
<< response->text_response;
}
TEST_F(GeminiVisionTest, InvalidImagePath) {
cli::GeminiConfig config;
config.api_key = api_key_;
config.model = "gemini-2.5-flash";
cli::GeminiAIService service(config);
// Try with non-existent image
auto response = service.GenerateMultimodalResponse("/nonexistent/image.png",
"Describe this image.");
EXPECT_FALSE(response.ok());
EXPECT_TRUE(absl::IsNotFound(response.status()) ||
absl::IsInternal(response.status()));
}
#ifdef YAZE_WITH_GRPC
// Integration test with screenshot capture
TEST_F(GeminiVisionTest, ScreenshotCaptureIntegration) {
// Note: This test requires a running YAZE instance with gRPC test harness
// Skip if we can't connect
cli::GeminiConfig config;
config.api_key = api_key_;
config.model = "gemini-2.5-flash";
config.verbose = false;
cli::GeminiAIService service(config);
// Attempt to capture a screenshot
auto screenshot_result = yaze::test::CaptureHarnessScreenshot(
(test_dir_ / "screenshot.png").string());
if (!screenshot_result.ok()) {
GTEST_SKIP() << "Screenshot capture failed (YAZE may not be running): "
<< screenshot_result.status().message();
}
// Analyze the captured screenshot
auto response = service.GenerateMultimodalResponse(
screenshot_result->file_path,
"What UI elements are visible in this screenshot? List them.");
ASSERT_TRUE(response.ok()) << response.status().message();
EXPECT_FALSE(response->text_response.empty());
std::cout << "Screenshot analysis: " << response->text_response << std::endl;
}
#endif
// Performance test
TEST_F(GeminiVisionTest, MultipleRequestsSequential) {
cli::GeminiConfig config;
config.api_key = api_key_;
config.model = "gemini-2.5-flash";
config.verbose = false;
cli::GeminiAIService service(config);
auto image_path = CreateTestImage();
// Make 3 sequential requests
const int num_requests = 3;
for (int i = 0; i < num_requests; ++i) {
auto response = service.GenerateMultimodalResponse(
image_path.string(),
absl::StrCat("Request ", i + 1, ": Describe this image briefly."));
ASSERT_TRUE(response.ok())
<< "Request " << i + 1 << " failed: " << response.status().message();
EXPECT_FALSE(response->text_response.empty());
}
}
// Rate limiting test (should handle gracefully)
TEST_F(GeminiVisionTest, RateLimitHandling) {
cli::GeminiConfig config;
config.api_key = api_key_;
config.model = "gemini-2.5-flash";
config.verbose = false;
cli::GeminiAIService service(config);
auto image_path = CreateTestImage();
// Make many rapid requests (may hit rate limit)
int successful = 0;
int rate_limited = 0;
for (int i = 0; i < 10; ++i) {
auto response = service.GenerateMultimodalResponse(image_path.string(),
"Describe this image.");
if (response.ok()) {
successful++;
} else if (absl::IsResourceExhausted(response.status()) ||
response.status().message().find("429") != std::string::npos) {
rate_limited++;
}
}
// At least some requests should succeed
EXPECT_GT(successful, 0) << "No successful requests out of 10";
// If we hit rate limits, that's expected behavior (not a failure)
if (rate_limited > 0) {
std::cout << "Note: Hit rate limit on " << rate_limited
<< " out of 10 requests (expected)" << std::endl;
}
}
} // namespace test
} // namespace yaze
// Note: main() is provided by yaze_test.cc for the unified test runner