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Comprehensive test suite for the cleaned project
"""
import os
import sys
import importlib
import subprocess
from pathlib import Path
# Add project root to Python path
project_root = Path(__file__).parent.parent
sys.path.insert(0, str(project_root))
def test_project_structure():
"""Test that all required files and directories exist"""
print("🔍 Testing project structure...")
required_files = [
"requirements.txt",
"README.md",
"setup.py",
".gitignore",
"docker-compose.yml",
"Makefile",
"crop_disease_gui.py",
"src/__init__.py",
"src/model.py",
"src/dataset.py",
"src/train.py",
"src/evaluate.py",
"src/explain.py",
"src/risk_level.py",
"api/main.py",
"api/Dockerfile",
"models/crop_disease_v3_model.pth",
"knowledge_base/disease_info.json",
"test_leaf_sample.jpg"
]
required_dirs = [
"src",
"api",
"models",
"knowledge_base",
"data",
"outputs",
"notebooks",
"tests"
]
missing_files = []
missing_dirs = []
for file_path in required_files:
if not Path(file_path).exists():
missing_files.append(file_path)
for dir_path in required_dirs:
if not Path(dir_path).exists():
missing_dirs.append(dir_path)
if missing_files:
print(f"❌ Missing files: {missing_files}")
return False
if missing_dirs:
print(f"❌ Missing directories: {missing_dirs}")
return False
print("✅ Project structure is complete")
return True
def test_imports():
"""Test that all Python modules can be imported"""
print("\n🔍 Testing Python imports...")
modules_to_test = [
"src.model",
"src.dataset",
"src.train",
"src.evaluate",
"src.explain",
"src.risk_level"
]
failed_imports = []
for module in modules_to_test:
try:
importlib.import_module(module)
print(f"✅ {module}")
except ImportError as e:
print(f"❌ {module}: {e}")
failed_imports.append(module)
if failed_imports:
print(f"❌ Failed to import: {failed_imports}")
return False
print("✅ All imports successful")
return True
def test_api_startup():
"""Test that the API can start"""
print("\n🔍 Testing API startup...")
try:
# Test import of API main
from api.main import app
print("✅ API imports successfully")
# Test health endpoint exists
print("✅ API structure is valid")
return True
except Exception as e:
print(f"❌ API startup failed: {e}")
return False
def test_model_loading():
"""Test that the model can be loaded"""
print("\n🔍 Testing model loading...")
try:
import torch
from src.model import CropDiseaseResNet50
# Test model creation
model = CropDiseaseResNet50(num_classes=17)
print("✅ Model architecture created")
# Test model file exists
model_path = "models/crop_disease_v3_model.pth"
if Path(model_path).exists():
# Try to load the model
checkpoint = torch.load(model_path, map_location='cpu')
print("✅ Model file loads successfully")
return True
else:
print("❌ Model file not found")
return False
except Exception as e:
print(f"❌ Model loading failed: {e}")
return False
def test_cleanup_completion():
"""Test that cleanup was successful"""
print("\n🔍 Testing cleanup completion...")
# Check that cache files are gone
cache_dirs = list(Path(".").rglob("__pycache__"))
if cache_dirs:
print(f"❌ Cache directories still exist: {cache_dirs}")
return False
# Check that backup files are gone
backup_files = [
"src/explain_backup.py"
]
existing_backups = [f for f in backup_files if Path(f).exists()]
if existing_backups:
print(f"❌ Backup files still exist: {existing_backups}")
return False
print("✅ Cleanup completed successfully")
return True
def main():
"""Run all tests"""
print("🧪 COMPREHENSIVE PROJECT TEST SUITE")
print("=" * 50)
tests = [
("Project Structure", test_project_structure),
("Python Imports", test_imports),
("API Startup", test_api_startup),
("Model Loading", test_model_loading),
("Cleanup Completion", test_cleanup_completion)
]
passed = 0
total = len(tests)
for test_name, test_func in tests:
print(f"\n🎯 Running: {test_name}")
print("-" * 30)
if test_func():
passed += 1
else:
print(f"❌ {test_name} FAILED")
print("\n" + "=" * 50)
print(f"📊 TEST RESULTS: {passed}/{total} tests passed")
print("=" * 50)
if passed == total:
print("🎉 ALL TESTS PASSED - Project is ready for development!")
print("\n📝 Next steps:")
print(" 1. Start API: python -m uvicorn api.main:app --reload")
print(" 2. Start GUI: python crop_disease_gui.py")
print(" 3. Run training: python src/train.py")
return True
else:
print("⚠️ Some tests failed. Please check the issues above.")
return False
if __name__ == "__main__":
success = main()
sys.exit(0 if success else 1)
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