"""
Basic API tests for the Marine Species Identification API.
"""

import pytest
import base64
import io
from PIL import Image
import numpy as np
from fastapi.testclient import TestClient

from app.main import app

client = TestClient(app)


def create_test_image(width: int = 640, height: int = 480) -> str:
    """Create a test image and return as base64 string."""
    # Create a simple test image
    image = np.random.randint(0, 255, (height, width, 3), dtype=np.uint8)
    pil_image = Image.fromarray(image)
    
    # Convert to base64
    buffer = io.BytesIO()
    pil_image.save(buffer, format="JPEG")
    image_bytes = buffer.getvalue()
    
    return base64.b64encode(image_bytes).decode('utf-8')


class TestHealthEndpoints:
    """Test health and status endpoints."""
    
    def test_root_endpoint(self):
        """Test root endpoint."""
        response = client.get("/")
        assert response.status_code == 200
        data = response.json()
        assert "message" in data
        assert "version" in data
    
    def test_root_health(self):
        """Test root health endpoint."""
        response = client.get("/health")
        assert response.status_code == 200
        data = response.json()
        assert data["status"] == "ok"
    
    def test_health_check(self):
        """Test detailed health check."""
        response = client.get("/api/v1/health")
        assert response.status_code == 200
        data = response.json()
        assert "status" in data
        assert "model_loaded" in data
        assert "timestamp" in data
    
    def test_api_info(self):
        """Test API info endpoint."""
        response = client.get("/api/v1/info")
        assert response.status_code == 200
        data = response.json()
        assert "name" in data
        assert "version" in data
        assert "endpoints" in data
    
    def test_liveness_check(self):
        """Test liveness probe."""
        response = client.get("/api/v1/live")
        assert response.status_code == 200
        data = response.json()
        assert data["status"] == "alive"


class TestSpeciesEndpoints:
    """Test species-related endpoints."""
    
    def test_list_species(self):
        """Test species list endpoint."""
        response = client.get("/api/v1/species")
        assert response.status_code in [200, 503]  # May fail if model not loaded
        
        if response.status_code == 200:
            data = response.json()
            assert "species" in data
            assert "total_count" in data
            assert isinstance(data["species"], list)
    
    def test_get_species_info(self):
        """Test individual species info endpoint."""
        # This may fail if model is not loaded, which is expected in test environment
        response = client.get("/api/v1/species/0")
        assert response.status_code in [200, 404, 503]


class TestInferenceEndpoints:
    """Test inference endpoints."""
    
    def test_detect_invalid_image(self):
        """Test detection with invalid image data."""
        response = client.post(
            "/api/v1/detect",
            json={
                "image": "invalid_base64_data",
                "confidence_threshold": 0.25
            }
        )
        assert response.status_code in [400, 503]  # Bad request or service unavailable
    
    def test_detect_valid_request_format(self):
        """Test detection with valid request format."""
        test_image = create_test_image()
        
        response = client.post(
            "/api/v1/detect",
            json={
                "image": test_image,
                "confidence_threshold": 0.25,
                "iou_threshold": 0.45,
                "image_size": 640,
                "return_annotated_image": True
            }
        )
        
        # May return 503 if model is not loaded, which is expected in test environment
        assert response.status_code in [200, 503]
        
        if response.status_code == 200:
            data = response.json()
            assert "detections" in data
            assert "processing_time" in data
            assert "model_info" in data
            assert "image_dimensions" in data
    
    def test_detect_parameter_validation(self):
        """Test parameter validation."""
        test_image = create_test_image()
        
        # Test invalid confidence threshold
        response = client.post(
            "/api/v1/detect",
            json={
                "image": test_image,
                "confidence_threshold": 1.5  # Invalid: > 1.0
            }
        )
        assert response.status_code == 422  # Validation error
        
        # Test invalid image size
        response = client.post(
            "/api/v1/detect",
            json={
                "image": test_image,
                "image_size": 100  # Invalid: < 320
            }
        )
        assert response.status_code == 422  # Validation error


class TestErrorHandling:
    """Test error handling."""
    
    def test_404_endpoint(self):
        """Test non-existent endpoint."""
        response = client.get("/api/v1/nonexistent")
        assert response.status_code == 404
    
    def test_method_not_allowed(self):
        """Test wrong HTTP method."""
        response = client.get("/api/v1/detect")  # Should be POST
        assert response.status_code == 405


if __name__ == "__main__":
    pytest.main([__file__])