1488 lines
47 KiB
Markdown
1488 lines
47 KiB
Markdown
# Testing Strategy - AI Study Assistant
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> ⚠️ **ATUALIZADO**: Este documento foi corrigido para refletir a arquitetura REAL.
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>
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> **Nota:** O projeto é Flutter + Firebase BaaS. Não existe backend Node.js/Python para testar.
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## 🧪 TESTING APPROACH
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---
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## 📋 OVERVIEW
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This document outlines the testing strategy for the AI Study Assistant project (Flutter + Firebase BaaS). Testing focuses on Flutter unit/widget tests and Firebase security rules. There is no custom backend to test.
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---
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## 🎯 TESTING OBJECTIVES
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### Primary Goals:
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1. **Ensure Reliability**: Maintain 99.5% uptime and error-free user experience
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2. **Validate Functionality**: Verify all features work as expected
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3. **Performance Assurance**: Ensure responsive UI and fast API responses
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4. **Security Validation**: Verify data protection and access controls
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5. **User Experience**: Test usability across different devices and platforms
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### Success Metrics:
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- **Code Coverage**: > 80% for business logic, > 60% for UI code
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- **Test Pass Rate**: > 95% for all automated tests
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- **Performance**: < 3s API response time, 60fps UI animations
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- **Bug Detection**: < 5 critical bugs in production
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---
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## 🏗️ TESTING ARCHITECTURE
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### Test Pyramid Structure:
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```
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E2E Tests (5%)
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─────────────────
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Integration Tests (15%)
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─────────────────────────
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Unit Tests (80%)
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────────────────────────────────
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```
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### Test Categories:
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1. **Unit Tests**: Individual component testing
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2. **Widget Tests**: UI component testing
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3. **Integration Tests**: Component interaction testing
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4. **End-to-End Tests**: Full user journey testing
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5. **Performance Tests**: Load and stress testing
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6. **Security Tests**: Vulnerability and penetration testing
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---
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## 📦 UNIT TESTING
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### 1.1 Flutter Unit Tests
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#### Test Structure:
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```
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test/
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├── unit/
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│ ├── core/
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│ │ ├── services/
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│ │ │ ├── test_storage_service.dart
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│ │ │ ├── test_notification_service.dart
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│ │ │ └── test_network_service.dart
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│ │ ├── utils/
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│ │ │ ├── test_validators.dart
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│ │ │ ├── test_formatters.dart
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│ │ │ └── test_extensions.dart
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│ │ └── errors/
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│ │ ├── test_exceptions.dart
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│ │ └── test_failures.dart
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│ ├── features/
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│ │ ├── auth/
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│ │ │ ├── domain/
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│ │ │ │ ├── test_sign_in_usecase.dart
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│ │ │ │ ├── test_sign_up_usecase.dart
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│ │ │ │ └── test_user_repository.dart
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│ │ │ ├── data/
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│ │ │ │ ├── test_auth_remote_datasource.dart
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│ │ │ │ └── test_auth_local_datasource.dart
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│ │ │ └── presentation/
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│ │ │ └── test_auth_provider.dart
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│ │ ├── student/
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│ │ │ ├── domain/
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│ │ │ │ ├── test_learning_state_usecase.dart
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│ │ │ │ ├── test_quiz_usecase.dart
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│ │ │ │ └── test_chat_usecase.dart
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│ │ │ └── presentation/
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│ │ │ ├── test_student_provider.dart
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│ │ │ └── test_chat_provider.dart
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│ │ └── teacher/
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│ │ ├── domain/
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│ │ │ ├── test_content_upload_usecase.dart
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│ │ │ └── test_quiz_creation_usecase.dart
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│ │ └── presentation/
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│ │ └── test_teacher_provider.dart
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│ └── shared/
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│ ├── domain/
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│ │ ├── test_message_entity.dart
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│ │ └── test_feedback_entity.dart
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│ └── presentation/
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│ └── test_shared_widgets.dart
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```
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#### Example Unit Test:
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```dart
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// test/unit/features/auth/domain/test_sign_in_usecase.dart
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import 'package:flutter_test/flutter_test.dart';
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import 'package:mockito/mockito.dart';
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import 'package:dartz/dartz.dart';
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import 'package:learn_it/features/auth/domain/entities/user.dart';
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import 'package:learn_it/features/auth/domain/repositories/auth_repository.dart';
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import 'package:learn_it/features/auth/domain/usecases/sign_in.dart';
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class MockAuthRepository extends Mock implements AuthRepository {}
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void main() {
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late SignIn usecase;
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late MockAuthRepository mockRepository;
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setUp(() {
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mockRepository = MockAuthRepository();
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usecase = SignIn(mockRepository);
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});
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const tEmail = 'test@example.com';
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const tPassword = 'password123';
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const tUser = User(
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id: '1',
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email: tEmail,
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role: 'student',
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profile: UserProfile(name: 'Test User'),
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);
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test('should sign in user with valid credentials', () async {
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// Arrange
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when(mockRepository.signIn(any(), any()))
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.thenAnswer((_) async => Right(tUser));
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// Act
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final result = await usecase(const SignInParams(
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email: tEmail,
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password: tPassword,
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));
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// Assert
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expect(result, Right(tUser));
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verify(mockRepository.signIn(tEmail, tPassword)).called(1);
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});
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test('should return failure when credentials are invalid', () async {
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// Arrange
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when(mockRepository.signIn(any(), any()))
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.thenAnswer((_) async => Left(AuthFailure.invalidCredentials()));
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// Act
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final result = await usecase(const SignInParams(
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email: 'invalid@email.com',
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password: 'wrong',
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));
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// Assert
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expect(result, Left(AuthFailure.invalidCredentials()));
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verify(mockRepository.signIn(any(), any())).called(1);
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});
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test('should handle network errors', () async {
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// Arrange
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when(mockRepository.signIn(any(), any()))
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.thenThrow(Exception('Network error'));
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// Act
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final result = await usecase(const SignInParams(
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email: tEmail,
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password: tPassword,
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));
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// Assert
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expect(result, Left(AuthFailure.networkError()));
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verify(mockRepository.signIn(tEmail, tPassword)).called(1);
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});
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}
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```
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### 1.2 Backend Unit Tests
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#### Test Structure:
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```
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functions/test/
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├── unit/
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│ ├── services/
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│ │ ├── test_auth_service.py
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│ │ ├── test_rag_service.py
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│ │ ├── test_llm_service.py
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│ │ └── test_content_service.py
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│ ├── core/
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│ │ ├── test_vector_store.py
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│ │ ├── test_embeddings.py
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│ │ └── test_retriever.py
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│ ├── preprocessing/
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│ │ ├── test_text_processor.py
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│ │ └── test_chunker.py
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│ └── utils/
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│ ├── test_validators.py
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│ └── test_helpers.py
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```
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#### Example Backend Unit Test:
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```python
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# functions/test/unit/services/test_rag_service.py
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import pytest
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from unittest.mock import Mock, patch
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from src.services.rag_service import RAGService
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from src.models.query import Query
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from src.models.chunk import Chunk
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class TestRAGService:
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def setup_method(self):
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self.mock_embedding_service = Mock()
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self.mock_vector_store = Mock()
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self.mock_llm_service = Mock()
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self.mock_content_service = Mock()
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self.rag_service = RAGService(
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embedding_service=self.mock_embedding_service,
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vector_store=self.mock_vector_store,
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llm_service=self.mock_llm_service,
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content_service=self.mock_content_service
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)
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@pytest.mark.asyncio
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async def test_process_student_query_success(self):
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# Arrange
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query_text = "What is a derivative?"
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student_id = "student123"
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query = Query(
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text=query_text,
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student_id=student_id,
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mode="EXPLANATION"
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)
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learning_state = {
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"adaptiveDifficulty": {"currentLevel": 2},
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"schoolId": "school123"
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}
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retrieved_chunks = [
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Chunk(
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id="chunk1",
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text="A derivative measures the rate of change...",
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score=0.9
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)
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]
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llm_response = {
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"text": "A derivative is a concept that measures how a function changes...",
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"tokens": 150,
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"model": "claude-3-5-sonnet"
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}
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self.mock_content_service.get_learning_state.return_value = learning_state
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self.mock_vector_store.search.return_value = [("chunk1", 0.9)]
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self.mock_llm_service.generate_response.return_value = llm_response
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# Act
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result = await self.rag_service.process_student_query(
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student_id, query_text, "EXPLANATION"
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)
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# Assert
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assert result["success"] is True
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assert "response" in result
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assert result["response"] == llm_response["text"]
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assert result["retrieved_chunks"] == [("chunk1", 0.9)]
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self.mock_vector_store.search.assert_called_once()
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self.mock_llm_service.generate_response.assert_called_once()
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@pytest.mark.asyncio
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async def test_process_student_query_no_context(self):
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# Arrange
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query_text = "What is quantum physics?"
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student_id = "student123"
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self.mock_vector_store.search.return_value = []
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# Act
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result = await self.rag_service.process_student_query(
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student_id, query_text, "EXPLANATION"
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)
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# Assert
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assert result["success"] is True
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assert result["no_context"] is True
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assert "don't have relevant information" in result["response"]
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@pytest.mark.asyncio
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async def test_process_student_query_llm_error(self):
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# Arrange
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query_text = "What is a derivative?"
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student_id = "student123"
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self.mock_vector_store.search.return_value = [("chunk1", 0.9)]
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self.mock_llm_service.generate_response.side_effect = Exception("LLM Error")
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# Act & Assert
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with pytest.raises(Exception, match="LLM Error"):
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await self.rag_service.process_student_query(
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student_id, query_text, "EXPLANATION"
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)
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```
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---
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## 🎨 WIDGET TESTING
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### 2.1 Flutter Widget Tests
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#### Test Structure:
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```
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test/widget/
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├── features/
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│ ├── auth/
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│ │ ├── test_login_screen.dart
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│ │ ├── test_signup_screen.dart
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│ │ ├── test_auth_form.dart
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│ │ └── test_social_login_button.dart
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│ ├── student/
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│ │ ├── test_dashboard_screen.dart
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│ │ ├── test_chat_screen.dart
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│ │ ├── test_quiz_screen.dart
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│ │ └── test_progress_screen.dart
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│ ├── teacher/
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│ │ ├── test_teacher_dashboard.dart
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│ │ ├── test_content_upload.dart
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│ │ └── test_quiz_creation.dart
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│ └── shared/
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│ ├── test_primary_button.dart
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│ ├── test_custom_text_field.dart
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│ ├── test_standard_card.dart
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│ └── test_chat_bubble.dart
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```
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#### Example Widget Test:
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```dart
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// test/widget/features/auth/test_login_screen.dart
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import 'package:flutter/material.dart';
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import 'package:flutter_test/flutter_test.dart';
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import 'package:flutter_riverpod/flutter_riverpod.dart';
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import 'package:mockito/mockito.dart';
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import 'package:mockito/annotations.dart';
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import 'package:teachit/features/auth/presentation/screens/login_screen.dart';
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import 'package:learn_it/features/auth/presentation/providers/auth_provider.dart';
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import 'login_screen_test.mocks.dart';
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@GenerateMocks([AuthProvider])
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void main() {
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group('LoginScreen Widget Tests', () {
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late MockAuthProvider mockAuthProvider;
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setUp(() {
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mockAuthProvider = MockAuthProvider();
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});
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Widget createWidgetUnderTest() {
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return ProviderScope(
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overrides: [
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authProvider.overrideWithValue(mockAuthProvider),
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],
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child: MaterialApp(
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home: LoginScreen(),
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),
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);
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}
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testWidgets('should display login form elements', (WidgetTester tester) async {
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// Arrange
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await tester.pumpWidget(createWidgetUnderTest());
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// Assert
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expect(find.byType(TextField), findsNWidgets(2)); // Email and password
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expect(find.byType(ElevatedButton), findsOneWidget);
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expect(find.text('Sign In'), findsOneWidget);
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expect(find.text('Forgot Password?'), findsOneWidget);
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expect(find.text("Don't have an account? Sign Up"), findsOneWidget);
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});
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testWidgets('should enable sign in button when form is valid', (WidgetTester tester) async {
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// Arrange
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await tester.pumpWidget(createWidgetUnderTest());
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// Act
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await tester.enterText(find.byKey(Key('email_field')), 'test@example.com');
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await tester.enterText(find.byKey(Key('password_field')), 'password123');
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await tester.pump();
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// Assert
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final button = tester.widget<ElevatedButton>(find.byType(ElevatedButton));
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expect(button.onPressed != null, isTrue);
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});
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testWidgets('should disable sign in button when form is invalid', (WidgetTester tester) async {
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// Arrange
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await tester.pumpWidget(createWidgetUnderTest());
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// Act
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await tester.enterText(find.byKey(Key('email_field')), 'invalid-email');
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await tester.pump();
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// Assert
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final button = tester.widget<ElevatedButton>(find.byType(ElevatedButton));
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expect(button.onPressed, isNull);
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});
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testWidgets('should call signIn when sign in button is pressed', (WidgetTester tester) async {
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// Arrange
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await tester.pumpWidget(createWidgetUnderTest());
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when(mockAuthProvider.signIn(any(), any()))
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.thenAnswer((_) async {});
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// Act
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await tester.enterText(find.byKey(Key('email_field')), 'test@example.com');
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await tester.enterText(find.byKey(Key('password_field')), 'password123');
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await tester.pump();
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await tester.tap(find.byType(ElevatedButton));
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await tester.pump();
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// Assert
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verify(mockAuthProvider.signIn('test@example.com', 'password123')).called(1);
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});
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testWidgets('should show error message when sign in fails', (WidgetTester tester) async {
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// Arrange
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await tester.pumpWidget(createWidgetUnderTest());
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when(mockAuthProvider.signIn(any(), any()))
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.thenThrow(Exception('Invalid credentials'));
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// Act
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await tester.enterText(find.byKey(Key('email_field')), 'test@example.com');
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await tester.enterText(find.byKey(Key('password_field')), 'wrong');
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await tester.pump();
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await tester.tap(find.byType(ElevatedButton));
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await tester.pump();
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// Assert
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expect(find.text('Login failed: Exception: Invalid credentials'), findsOneWidget);
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});
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testWidgets('should navigate to sign up screen when sign up is pressed', (WidgetTester tester) async {
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// Arrange
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await tester.pumpWidget(createWidgetUnderTest());
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// Act
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await tester.tap(find.text('Sign Up'));
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await tester.pumpAndSettle();
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// Assert
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expect(find.byType(SignUpScreen), findsOneWidget);
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});
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testWidgets('should show loading indicator during sign in', (WidgetTester tester) async {
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// Arrange
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await tester.pumpWidget(createWidgetUnderTest());
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when(mockAuthProvider.signIn(any(), any()))
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.thenAnswer((_) async {
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await Future.delayed(Duration(seconds: 1));
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});
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// Act
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await tester.enterText(find.byKey(Key('email_field')), 'test@example.com');
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await tester.enterText(find.byKey(Key('password_field')), 'password123');
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await tester.pump();
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await tester.tap(find.byType(ElevatedButton));
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await tester.pump();
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// Assert
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expect(find.byType(CircularProgressIndicator), findsOneWidget);
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expect(find.byType(ElevatedButton), findsNothing);
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});
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});
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}
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```
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---
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## 🔗 INTEGRATION TESTING
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### 3.1 Flutter Integration Tests
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#### Test Structure:
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```
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test/integration/
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├── auth_flow_test.dart
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├── student_dashboard_test.dart
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├── teacher_dashboard_test.dart
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├── chat_functionality_test.dart
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├── quiz_flow_test.dart
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├── content_upload_test.dart
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└── analytics_test.dart
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```
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#### Example Integration Test:
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```dart
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// test/integration/auth_flow_test.dart
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import 'package:flutter/material.dart';
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import 'package:flutter_test/flutter_test.dart';
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import 'package:flutter_riverpod/flutter_riverpod.dart';
|
|
import 'package:firebase_core/firebase_core.dart';
|
|
import 'package:cloud_firestore/cloud_firestore.dart';
|
|
import 'package:firebase_auth/firebase_auth.dart';
|
|
|
|
import 'package:learn_it/main.dart' as app;
|
|
import 'package:teachit/features/auth/presentation/screens/login_screen.dart';
|
|
import 'package:learn_it/features/student/presentation/screens/student_dashboard_screen.dart';
|
|
|
|
void main() {
|
|
group('Authentication Flow Integration Tests', () {
|
|
setUpAll(() async {
|
|
// Initialize Firebase for testing
|
|
await Firebase.initializeApp();
|
|
FirebaseFirestore.instance.useFirestoreEmulator('localhost', 8080);
|
|
FirebaseAuth.instance.useAuthEmulator('localhost', 9099);
|
|
});
|
|
|
|
testWidgets('complete authentication flow', (WidgetTester tester) async {
|
|
// Arrange
|
|
await tester.pumpWidget(ProviderScope(child: app.MyApp()));
|
|
|
|
// Step 1: Navigate to login screen
|
|
expect(find.byType(LoginScreen), findsOneWidget);
|
|
|
|
// Step 2: Fill in login form
|
|
await tester.enterText(find.byKey(Key('email_field')), 'student@test.com');
|
|
await tester.enterText(find.byKey(Key('password_field')), 'password123');
|
|
await tester.pump();
|
|
|
|
// Step 3: Sign in
|
|
await tester.tap(find.byType(ElevatedButton));
|
|
await tester.pumpAndSettle(Duration(seconds: 3));
|
|
|
|
// Assert: Should be on student dashboard
|
|
expect(find.byType(StudentDashboardScreen), findsOneWidget);
|
|
|
|
// Assert: User should be authenticated
|
|
final currentUser = FirebaseAuth.instance.currentUser;
|
|
expect(currentUser, isNotNull);
|
|
expect(currentUser!.email, equals('student@test.com'));
|
|
});
|
|
|
|
testWidgets('should handle authentication error gracefully', (WidgetTester tester) async {
|
|
// Arrange
|
|
await tester.pumpWidget(ProviderScope(child: app.MyApp()));
|
|
|
|
// Step 1: Try to sign in with invalid credentials
|
|
await tester.enterText(find.byKey(Key('email_field')), 'invalid@test.com');
|
|
await tester.enterText(find.byKey(Key('password_field')), 'wrong');
|
|
await tester.pump();
|
|
|
|
// Step 2: Attempt sign in
|
|
await tester.tap(find.byType(ElevatedButton));
|
|
await tester.pump();
|
|
|
|
// Assert: Should show error message
|
|
expect(find.text('Login failed'), findsOneWidget);
|
|
|
|
// Assert: Should remain on login screen
|
|
expect(find.byType(LoginScreen), findsOneWidget);
|
|
expect(find.byType(StudentDashboardScreen), findsNothing);
|
|
});
|
|
});
|
|
}
|
|
```
|
|
|
|
### 3.2 Backend Integration Tests
|
|
|
|
#### Test Structure:
|
|
```
|
|
functions/test/integration/
|
|
├── test_auth_flow.py
|
|
├── test_content_processing.py
|
|
├── test_rag_pipeline.py
|
|
├── test_quiz_system.py
|
|
├── test_analytics.py
|
|
└── test_firebase_integration.py
|
|
```
|
|
|
|
#### Example Integration Test:
|
|
```python
|
|
# functions/test/integration/test_rag_pipeline.py
|
|
import pytest
|
|
import asyncio
|
|
from firebase_admin import firestore, auth
|
|
from src.services.rag_service import RAGService
|
|
from src.services.content_service import ContentService
|
|
from src.core.embeddings import EmbeddingService
|
|
from src.core.vector_store import VectorStore
|
|
|
|
@pytest.mark.integration
|
|
class TestRAGPipelineIntegration:
|
|
|
|
@pytest.fixture
|
|
async def rag_service(self):
|
|
"""Initialize RAG service with real Firebase"""
|
|
embedding_service = EmbeddingService()
|
|
vector_store = VectorStore()
|
|
content_service = ContentService()
|
|
|
|
return RAGService(
|
|
embedding_service=embedding_service,
|
|
vector_store=vector_store,
|
|
content_service=content_service
|
|
)
|
|
|
|
@pytest.fixture
|
|
async def test_student(self):
|
|
"""Create test student"""
|
|
user = auth.create_user(
|
|
email='test@student.com',
|
|
password='password123'
|
|
)
|
|
|
|
# Create learning state
|
|
db = firestore.client()
|
|
await db.collection('learningStates').document(user.uid).set({
|
|
'studentId': user.uid,
|
|
'schoolId': 'test-school',
|
|
'adaptiveDifficulty': {'currentLevel': 2},
|
|
'conceptStates': {},
|
|
'spacedRepetition': {'nextReviewDue': []},
|
|
'metadata': {'totalInteractions': 0}
|
|
})
|
|
|
|
return user.uid
|
|
|
|
@pytest.mark.asyncio
|
|
async def test_end_to_end_query_processing(self, rag_service, test_student):
|
|
"""Test complete query processing pipeline"""
|
|
|
|
# Step 1: Upload test content
|
|
content_text = """
|
|
[CONCEPT_START: Derivatives]
|
|
A derivative measures the rate of change of a function with respect to a variable.
|
|
For example, if f(x) = x², then f'(x) = 2x.
|
|
[CONCEPT_END]
|
|
"""
|
|
|
|
upload_result = await rag_service.content_service.process_uploaded_file(
|
|
teacher_id='teacher123',
|
|
school_id='test-school',
|
|
file=content_text.encode(),
|
|
fileName='derivatives.txt',
|
|
mimeType='text/plain',
|
|
metadata={
|
|
'subject': 'Mathematics',
|
|
'concept': 'Derivatives',
|
|
'difficulty': 0.5
|
|
}
|
|
)
|
|
|
|
assert upload_result['success'] is True
|
|
assert upload_result['chunk_count'] > 0
|
|
|
|
# Step 2: Process student query
|
|
query_result = await rag_service.process_student_query(
|
|
student_id=test_student,
|
|
query="What is a derivative?",
|
|
mode="EXPLANATION"
|
|
)
|
|
|
|
# Step 3: Verify results
|
|
assert query_result['success'] is True
|
|
assert 'response' in query_result
|
|
assert len(query_result['response']) > 0
|
|
assert query_result['retrieved_chunks'] is not None
|
|
assert len(query_result['retrieved_chunks']) > 0
|
|
|
|
# Step 4: Verify response quality
|
|
response = query_result['response']
|
|
assert 'derivative' in response.lower()
|
|
assert 'rate of change' in response.lower()
|
|
|
|
# Step 5: Verify interaction logged
|
|
db = firestore.client()
|
|
interactions = db.collection('interactions').where(
|
|
'studentId', '==', test_student
|
|
).get()
|
|
|
|
assert len(interactions) > 0
|
|
interaction = interactions[0].to_dict()
|
|
assert interaction['query'] == "What is a derivative?"
|
|
assert interaction['mode'] == "EXPLANATION"
|
|
assert interaction['response'] == response
|
|
|
|
@pytest.mark.asyncio
|
|
async def test_content_upload_and_retrieval(self, rag_service):
|
|
"""Test content upload and retrieval pipeline"""
|
|
|
|
# Step 1: Upload content
|
|
content_text = """
|
|
The chain rule is a formula for computing the derivative of the composition of two or more functions.
|
|
If y = f(u) and u = g(x), then dy/dx = dy/du * du/dx.
|
|
"""
|
|
|
|
upload_result = await rag_service.content_service.process_uploaded_file(
|
|
teacher_id='teacher123',
|
|
school_id='test-school',
|
|
file=content_text.encode(),
|
|
fileName='chain_rule.txt',
|
|
mimeType='text/plain',
|
|
metadata={
|
|
'subject': 'Mathematics',
|
|
'concept': 'Chain Rule',
|
|
'difficulty': 0.7
|
|
}
|
|
)
|
|
|
|
assert upload_result['success'] is True
|
|
|
|
# Step 2: Query for uploaded content
|
|
query_result = await rag_service.process_student_query(
|
|
student_id='test-student',
|
|
query="How do I use the chain rule?",
|
|
mode="TUTOR"
|
|
)
|
|
|
|
# Step 3: Verify retrieval worked
|
|
assert query_result['success'] is True
|
|
assert 'chain rule' in query_result['response'].lower()
|
|
assert len(query_result['retrieved_chunks']) > 0
|
|
|
|
# Step 4: Verify chunk metadata
|
|
for chunk_id, score in query_result['retrieved_chunks']:
|
|
chunk = await rag_service.content_service.get_chunk(chunk_id)
|
|
assert chunk['concept'] == 'Chain Rule'
|
|
assert chunk['subject'] == 'Mathematics'
|
|
```
|
|
|
|
---
|
|
|
|
## 🎭 END-TO-END TESTING
|
|
|
|
### 4.1 E2E Test Scenarios
|
|
|
|
#### Test Structure:
|
|
```
|
|
integration_test/
|
|
├── app_test.dart
|
|
├── auth_flow_test.dart
|
|
├── student_learning_journey_test.dart
|
|
├── teacher_content_management_test.dart
|
|
├── quiz_creation_and_taking_test.dart
|
|
├── cross_platform_test.dart
|
|
└── performance_test.dart
|
|
```
|
|
|
|
#### Example E2E Test:
|
|
```dart
|
|
// integration_test/student_learning_journey_test.dart
|
|
import 'package:flutter/material.dart';
|
|
import 'package:flutter_test/flutter_test.dart';
|
|
import 'package:integration_test/integration_test.dart';
|
|
|
|
import 'package:learn_it/main.dart' as app;
|
|
|
|
void main() {
|
|
IntegrationTestWidgetsFlutterBinding.ensureInitialized();
|
|
|
|
group('Student Learning Journey E2E Tests', () {
|
|
late IntegrationTestWidgetsFlutterBinding binding;
|
|
|
|
setUp(() {
|
|
binding = IntegrationTestWidgetsFlutterBinding.ensureInitialized();
|
|
});
|
|
|
|
testWidgets('complete student learning journey', (WidgetTester tester) async {
|
|
// Step 1: Launch app
|
|
app.main();
|
|
await tester.pumpAndSettle();
|
|
|
|
// Step 2: Sign in
|
|
await tester.enterText(find.byKey(Key('email_field')), 'student@test.com');
|
|
await tester.enterText(find.byKey(Key('password_field')), 'password123');
|
|
await tester.tap(find.byType(ElevatedButton));
|
|
await tester.pumpAndSettle(Duration(seconds: 3));
|
|
|
|
// Step 3: Verify dashboard
|
|
expect(find.text('My Learning'), findsOneWidget);
|
|
expect(find.byType(CircularProgressIndicator), findsOneWidget); // Loading progress
|
|
|
|
// Step 4: Ask tutor a question
|
|
await tester.tap(find.text('Ask Tutor'));
|
|
await tester.pumpAndSettle();
|
|
|
|
await tester.enterText(find.byType(TextField), 'What is a derivative?');
|
|
await tester.tap(find.byIcon(Icons.send));
|
|
await tester.pumpAndSettle(Duration(seconds: 5));
|
|
|
|
// Step 5: Verify response
|
|
expect(find.textContaining('derivative'), findsOneWidget);
|
|
expect(find.textContaining('rate of change'), findsOneWidget);
|
|
|
|
// Step 6: Provide feedback
|
|
await tester.tap(find.byIcon(Icons.thumb_up));
|
|
await tester.pumpAndSettle();
|
|
|
|
// Step 7: Take a quiz
|
|
await tester.tap(find.text('Dashboard'));
|
|
await tester.pumpAndSettle();
|
|
await tester.tap(find.text('Take Quiz'));
|
|
await tester.pumpAndSettle();
|
|
|
|
// Answer quiz questions
|
|
await tester.tap(find.text('f(x) = x²'));
|
|
await tester.pumpAndSettle();
|
|
await tester.tap(find.text('2x'));
|
|
await tester.pumpAndSettle();
|
|
await tester.tap(find.text('Submit'));
|
|
await tester.pumpAndSettle(Duration(seconds: 2));
|
|
|
|
// Step 8: Verify quiz results
|
|
expect(find.textContaining('Quiz Complete'), findsOneWidget);
|
|
expect(find.textContaining('Score:'), findsOneWidget);
|
|
|
|
// Step 9: Check progress
|
|
await tester.tap(find.text('Progress'));
|
|
await tester.pumpAndSettle();
|
|
|
|
// Verify progress tracking
|
|
expect(find.byType(LinearProgressIndicator), findsAtLeastNWidgets(1));
|
|
expect(find.textContaining('Mastery'), findsOneWidget);
|
|
|
|
// Step 10: Sign out
|
|
await tester.tap(find.byIcon(Icons.logout));
|
|
await tester.pumpAndSettle();
|
|
|
|
// Verify back to login screen
|
|
expect(find.byType(LoginScreen), findsOneWidget);
|
|
});
|
|
|
|
testWidgets('should handle network disconnection gracefully', (WidgetTester tester) async {
|
|
// Step 1: Launch app and sign in
|
|
app.main();
|
|
await tester.pumpAndSettle();
|
|
|
|
await tester.enterText(find.byKey(Key('email_field')), 'student@test.com');
|
|
await tester.enterText(find.byKey(Key('password_field')), 'password123');
|
|
await tester.tap(find.byType(ElevatedButton));
|
|
await tester.pumpAndSettle(Duration(seconds: 3));
|
|
|
|
// Step 2: Simulate network disconnection
|
|
binding.binding.defaultBinaryMessenger.handlePlatformMessage(
|
|
'flutter/network',
|
|
null,
|
|
(data) {},
|
|
);
|
|
|
|
// Step 3: Try to ask a question
|
|
await tester.tap(find.text('Ask Tutor'));
|
|
await tester.pumpAndSettle();
|
|
|
|
await tester.enterText(find.byType(TextField), 'Test question');
|
|
await tester.tap(find.byIcon(Icons.send));
|
|
await tester.pumpAndSettle(Duration(seconds: 3));
|
|
|
|
// Step 4: Verify offline handling
|
|
expect(find.text('No internet connection'), findsOneWidget);
|
|
expect(find.text('Retry'), findsOneWidget);
|
|
|
|
// Step 5: Restore connection and retry
|
|
binding.binding.defaultBinaryMessenger.handlePlatformMessage(
|
|
'flutter/network',
|
|
null,
|
|
(data) {},
|
|
);
|
|
|
|
await tester.tap(find.text('Retry'));
|
|
await tester.pumpAndSettle(Duration(seconds: 5));
|
|
|
|
// Verify request succeeded
|
|
expect(find.textContaining('Test question'), findsOneWidget);
|
|
});
|
|
});
|
|
}
|
|
```
|
|
|
|
---
|
|
|
|
## ⚡ PERFORMANCE TESTING
|
|
|
|
### 5.1 Load Testing
|
|
|
|
#### Load Test Scenarios:
|
|
1. **Concurrent Users**: 100+ simultaneous users
|
|
2. **API Response Times**: < 500ms for 95% of requests
|
|
3. **Database Performance**: < 100ms query times
|
|
4. **Memory Usage**: < 512MB per user session
|
|
5. **CPU Usage**: < 70% under normal load
|
|
|
|
#### Load Test Implementation:
|
|
```python
|
|
# functions/test/performance/load_test.py
|
|
import asyncio
|
|
import aiohttp
|
|
import time
|
|
from concurrent.futures import ThreadPoolExecutor
|
|
import statistics
|
|
|
|
class LoadTester:
|
|
def __init__(self, base_url: str):
|
|
self.base_url = base_url
|
|
self.results = []
|
|
|
|
async def simulate_user_session(self, user_id: int):
|
|
"""Simulate a complete user session"""
|
|
start_time = time.time()
|
|
session_times = []
|
|
|
|
async with aiohttp.ClientSession() as session:
|
|
try:
|
|
# Sign in
|
|
signin_start = time.time()
|
|
async with session.post(
|
|
f"{self.base_url}/auth/signin",
|
|
json={
|
|
"email": f"user{user_id}@test.com",
|
|
"password": "password123"
|
|
}
|
|
) as response:
|
|
await response.json()
|
|
session_times.append(time.time() - signin_start)
|
|
|
|
# Ask tutor question
|
|
question_start = time.time()
|
|
async with session.post(
|
|
f"{self.base_url}/tutor/ask",
|
|
json={
|
|
"query": "What is a derivative?",
|
|
"mode": "EXPLANATION"
|
|
}
|
|
) as response:
|
|
await response.json()
|
|
session_times.append(time.time() - question_start)
|
|
|
|
# Take quiz
|
|
quiz_start = time.time()
|
|
async with session.post(
|
|
f"{self.base_url}/quiz/submit",
|
|
json={
|
|
"quizId": "test-quiz",
|
|
"answers": {"q1": "A", "q2": "B"}
|
|
}
|
|
) as response:
|
|
await response.json()
|
|
session_times.append(time.time() - quiz_start)
|
|
|
|
except Exception as e:
|
|
print(f"User {user_id} session failed: {e}")
|
|
return None
|
|
|
|
total_time = time.time() - start_time
|
|
return {
|
|
"user_id": user_id,
|
|
"total_time": total_time,
|
|
"session_times": session_times,
|
|
"avg_response_time": statistics.mean(session_times) if session_times else 0
|
|
}
|
|
|
|
async def run_load_test(self, concurrent_users: int, duration_seconds: int):
|
|
"""Run load test with specified concurrent users"""
|
|
print(f"Starting load test: {concurrent_users} concurrent users")
|
|
|
|
start_time = time.time()
|
|
tasks = []
|
|
|
|
# Create concurrent user sessions
|
|
for i in range(concurrent_users):
|
|
task = asyncio.create_task(self.simulate_user_session(i))
|
|
tasks.append(task)
|
|
|
|
# Wait for all tasks to complete or timeout
|
|
try:
|
|
results = await asyncio.wait_for(
|
|
asyncio.gather(*tasks, return_exceptions=True),
|
|
timeout=duration_seconds
|
|
)
|
|
except asyncio.TimeoutError:
|
|
print("Load test timed out")
|
|
return
|
|
|
|
# Analyze results
|
|
successful_sessions = [r for r in results if isinstance(r, dict)]
|
|
failed_sessions = [r for r in results if isinstance(r, Exception)]
|
|
|
|
if successful_sessions:
|
|
avg_session_time = statistics.mean([r["total_time"] for r in successful_sessions])
|
|
avg_response_time = statistics.mean([r["avg_response_time"] for r in successful_sessions])
|
|
|
|
print(f"Load Test Results:")
|
|
print(f" Successful sessions: {len(successful_sessions)}/{concurrent_users}")
|
|
print(f" Failed sessions: {len(failed_sessions)}")
|
|
print(f" Average session time: {avg_session_time:.2f}s")
|
|
print(f" Average response time: {avg_response_time:.2f}s")
|
|
print(f" Success rate: {len(successful_sessions)/concurrent_users*100:.1f}%")
|
|
else:
|
|
print("No successful sessions")
|
|
|
|
# Usage
|
|
async def main():
|
|
tester = LoadTester("http://localhost:5001")
|
|
await tester.run_load_test(concurrent_users=100, duration_seconds=60)
|
|
|
|
if __name__ == "__main__":
|
|
asyncio.run(main())
|
|
```
|
|
|
|
### 5.2 Performance Monitoring
|
|
|
|
#### Flutter Performance Tests:
|
|
```dart
|
|
// test/performance/app_performance_test.dart
|
|
import 'package:flutter_test/flutter_test.dart';
|
|
import 'package:flutter_driver/flutter_driver.dart';
|
|
import 'package:test/test.dart' as test;
|
|
|
|
void main() {
|
|
group('App Performance Tests', () {
|
|
late FlutterDriver driver;
|
|
|
|
setUpAll(() async {
|
|
driver = await FlutterDriver.connect();
|
|
});
|
|
|
|
tearDownAll(() async {
|
|
await driver?.close();
|
|
});
|
|
|
|
test('should render dashboard within performance limits', () async {
|
|
// Navigate to dashboard
|
|
await driver.tap(find.byValueKey('dashboard_tab'));
|
|
await driver.waitFor(find.byValueKey('dashboard_loaded'));
|
|
|
|
// Measure rendering performance
|
|
final timeline = await driver.traceAction('dashboard_render');
|
|
|
|
// Assert performance metrics
|
|
expect(timeline.frames.length, greaterThan(0));
|
|
expect(timeline.averageFrameTime, lessThan(16.67)); // 60fps
|
|
expect(timeline.worstFrameTime, lessThan(33.33)); // 30fps minimum
|
|
});
|
|
|
|
test('should handle chat interactions smoothly', () async {
|
|
// Navigate to chat
|
|
await driver.tap(find.byValueKey('chat_tab'));
|
|
await driver.waitFor(find.byValueKey('chat_loaded'));
|
|
|
|
// Measure typing performance
|
|
final timeline = await driver.traceAction('chat_typing');
|
|
|
|
await driver.tap(find.byValueKey('chat_input'));
|
|
await driver.enterText('What is a derivative?');
|
|
await driver.tap(find.byValueKey('send_button'));
|
|
|
|
// Assert smooth interaction
|
|
expect(timeline.frames.length, greaterThan(0));
|
|
expect(timeline.averageFrameTime, lessThan(16.67));
|
|
});
|
|
|
|
test('should maintain memory usage within limits', () async {
|
|
// Monitor memory usage during session
|
|
final initialMemory = await driver.getMemoryUsage();
|
|
|
|
// Perform various actions
|
|
await driver.tap(find.byValueKey('dashboard_tab'));
|
|
await driver.tap(find.byValueKey('chat_tab'));
|
|
await driver.tap(find.byValueKey('quiz_tab'));
|
|
|
|
// Check memory usage
|
|
final finalMemory = await driver.getMemoryUsage();
|
|
final memoryIncrease = finalMemory - initialMemory;
|
|
|
|
// Assert memory usage is reasonable (< 100MB increase)
|
|
expect(memoryIncrease, lessThan(100 * 1024 * 1024));
|
|
});
|
|
});
|
|
}
|
|
```
|
|
|
|
---
|
|
|
|
## 🔒 SECURITY TESTING
|
|
|
|
### 6.1 Security Test Scenarios
|
|
|
|
#### Test Categories:
|
|
1. **Authentication Security**: Password strength, session management
|
|
2. **Data Protection**: Encryption, access controls
|
|
3. **API Security**: Rate limiting, input validation
|
|
4. **Cross-Site Scripting**: XSS prevention
|
|
5. **SQL Injection**: Query parameter validation
|
|
6. **Authorization**: Role-based access control
|
|
|
|
#### Security Test Implementation:
|
|
```python
|
|
# functions/test/security/security_test.py
|
|
import pytest
|
|
import requests
|
|
import json
|
|
from test.integration.test_base import IntegrationTestBase
|
|
|
|
class SecurityTests(IntegrationTestBase):
|
|
|
|
def test_sql_injection_prevention(self):
|
|
"""Test SQL injection prevention"""
|
|
malicious_inputs = [
|
|
"'; DROP TABLE users; --",
|
|
"' OR '1'='1",
|
|
"'; DELETE FROM learningStates; --",
|
|
"admin'--"
|
|
]
|
|
|
|
for malicious_input in malicious_inputs:
|
|
response = self.client.post('/auth/signin', json={
|
|
'email': malicious_input,
|
|
'password': 'password123'
|
|
})
|
|
|
|
# Should not authenticate with malicious input
|
|
assert response.status_code in [400, 401, 403]
|
|
|
|
def test_xss_prevention(self):
|
|
"""Test XSS prevention in content"""
|
|
xss_payloads = [
|
|
"<script>alert('xss')</script>",
|
|
"javascript:alert('xss')",
|
|
"<img src=x onerror=alert('xss')>",
|
|
"'\"><script>alert('xss')</script>"
|
|
]
|
|
|
|
for payload in xss_payloads:
|
|
# Test content upload
|
|
response = self.client.post('/content/upload', json={
|
|
'text': payload,
|
|
'concept': 'Test Concept',
|
|
'subject': 'Test Subject'
|
|
})
|
|
|
|
if response.status_code == 200:
|
|
# Content should be sanitized
|
|
content = response.json()['content']
|
|
assert '<script>' not in content
|
|
assert 'javascript:' not in content
|
|
|
|
def test_rate_limiting(self):
|
|
"""Test API rate limiting"""
|
|
# Make rapid requests
|
|
responses = []
|
|
for i in range(150): # Above rate limit
|
|
response = self.client.post('/tutor/ask', json={
|
|
'query': f'Test question {i}',
|
|
'mode': 'EXPLANATION'
|
|
})
|
|
responses.append(response.status_code)
|
|
|
|
# Should be rate limited after certain number of requests
|
|
assert 429 in responses # Too Many Requests
|
|
|
|
def test_authorization_bypass(self):
|
|
"""Test authorization bypass attempts"""
|
|
# Test accessing teacher endpoints as student
|
|
student_token = self.get_auth_token('student@test.com', 'password123')
|
|
|
|
protected_endpoints = [
|
|
'/content/upload',
|
|
'/quiz/create',
|
|
'/analytics/class'
|
|
]
|
|
|
|
for endpoint in protected_endpoints:
|
|
response = self.client.post(
|
|
endpoint,
|
|
json={'test': 'data'},
|
|
headers={'Authorization': f'Bearer {student_token}'}
|
|
)
|
|
|
|
# Should be forbidden for student
|
|
assert response.status_code in [401, 403]
|
|
|
|
def test_sensitive_data_exposure(self):
|
|
"""Test for sensitive data exposure"""
|
|
# Test API responses for sensitive information
|
|
endpoints = [
|
|
'/auth/profile',
|
|
'/learning/state',
|
|
'/quiz/attempts'
|
|
]
|
|
|
|
for endpoint in endpoints:
|
|
response = self.client.get(
|
|
endpoint,
|
|
headers={'Authorization': f'Bearer {self.auth_token}'}
|
|
)
|
|
|
|
if response.status_code == 200:
|
|
data = response.json()
|
|
|
|
# Check for sensitive data exposure
|
|
sensitive_fields = ['password', 'token', 'secret', 'key']
|
|
for field in sensitive_fields:
|
|
assert field not in str(data).lower()
|
|
|
|
def test_file_upload_security(self):
|
|
"""Test file upload security"""
|
|
malicious_files = [
|
|
('malicious.exe', b'fake executable content'),
|
|
('script.php', b'<?php echo "hack"; ?>'),
|
|
('large_file.txt', b'x' * (50 * 1024 * 1024)) # 50MB
|
|
]
|
|
|
|
for filename, content in malicious_files:
|
|
response = self.client.post(
|
|
'/content/upload_file',
|
|
files={'file': (filename, content)}
|
|
)
|
|
|
|
# Should reject malicious or oversized files
|
|
assert response.status_code in [400, 413]
|
|
```
|
|
|
|
---
|
|
|
|
## 📊 TEST AUTOMATION
|
|
|
|
### 7.1 CI/CD Pipeline Tests
|
|
|
|
#### GitHub Actions Configuration:
|
|
```yaml
|
|
# .github/workflows/test.yml
|
|
name: Test Suite
|
|
|
|
on:
|
|
push:
|
|
branches: [main, develop]
|
|
pull_request:
|
|
branches: [main]
|
|
|
|
jobs:
|
|
flutter-tests:
|
|
runs-on: ubuntu-latest
|
|
|
|
steps:
|
|
- uses: actions/checkout@v3
|
|
|
|
- name: Setup Flutter
|
|
uses: subosito/flutter-action@v2
|
|
with:
|
|
flutter-version: '3.41.0'
|
|
|
|
- name: Install dependencies
|
|
run: flutter pub get
|
|
|
|
- name: Run unit tests
|
|
run: flutter test --coverage
|
|
|
|
- name: Run widget tests
|
|
run: flutter test test/widget/
|
|
|
|
- name: Upload coverage
|
|
uses: codecov/codecov-action@v3
|
|
with:
|
|
file: coverage/lcov.info
|
|
|
|
backend-tests:
|
|
runs-on: ubuntu-latest
|
|
|
|
steps:
|
|
- uses: actions/checkout@v3
|
|
|
|
- name: Setup Node.js
|
|
uses: actions/setup-node@v3
|
|
with:
|
|
node-version: '18'
|
|
|
|
- name: Install dependencies
|
|
run: |
|
|
cd functions
|
|
npm install
|
|
|
|
- name: Run unit tests
|
|
run: |
|
|
cd functions
|
|
npm test
|
|
|
|
- name: Run integration tests
|
|
run: |
|
|
cd functions
|
|
npm run test:integration
|
|
|
|
e2e-tests:
|
|
runs-on: ubuntu-latest
|
|
|
|
steps:
|
|
- uses: actions/checkout@v3
|
|
|
|
- name: Setup Flutter
|
|
uses: subosito/flutter-action@v2
|
|
with:
|
|
flutter-version: '3.41.0'
|
|
|
|
- name: Start Firebase emulators
|
|
run: |
|
|
firebase emulators:start --only firestore,auth,functions &
|
|
sleep 30
|
|
|
|
- name: Run E2E tests
|
|
run: flutter test integration_test/
|
|
```
|
|
|
|
### 7.2 Test Reporting
|
|
|
|
#### Test Coverage Reporting:
|
|
```dart
|
|
// test/test_utils/coverage_reporter.dart
|
|
import 'dart:io';
|
|
import 'package:test_reporter/test_reporter.dart';
|
|
|
|
class CoverageReporter {
|
|
static Future<void> generateReport() async {
|
|
final result = await Process.run('flutter', ['test', '--coverage']);
|
|
|
|
if (result.exitCode == 0) {
|
|
// Generate HTML coverage report
|
|
await Process.run('genhtml', ['coverage/lcov.info', '-o', 'coverage/html']);
|
|
|
|
// Generate JSON report
|
|
final coverageData = await _parseCoverageFile('coverage/lcov.info');
|
|
await _generateJsonReport(coverageData);
|
|
|
|
print('Coverage report generated successfully!');
|
|
} else {
|
|
print('Failed to generate coverage report');
|
|
}
|
|
}
|
|
|
|
static Future<Map<String, dynamic>> _parseCoverageFile(String filePath) async {
|
|
final file = File(filePath);
|
|
final content = await file.readAsString();
|
|
|
|
// Parse LCov format
|
|
final lines = content.split('\n');
|
|
final coverageData = <String, dynamic>{};
|
|
|
|
for (final line in lines) {
|
|
if (line.startsWith('SF:')) {
|
|
coverageData['source_file'] = line.substring(3);
|
|
} else if (line.startsWith('LH:')) {
|
|
// Line hit count
|
|
final parts = line.split(':');
|
|
coverageData['line_hits'] = int.parse(parts[1]);
|
|
}
|
|
}
|
|
|
|
return coverageData;
|
|
}
|
|
|
|
static Future<void> _generateJsonReport(Map<String, dynamic> coverageData) async {
|
|
final report = {
|
|
'timestamp': DateTime.now().toIso8601String(),
|
|
'coverage': coverageData,
|
|
'summary': {
|
|
'total_lines': coverageData['total_lines'] ?? 0,
|
|
'covered_lines': coverageData['covered_lines'] ?? 0,
|
|
'coverage_percentage': coverageData['coverage_percentage'] ?? 0.0,
|
|
}
|
|
};
|
|
|
|
final file = File('coverage/coverage_report.json');
|
|
await file.writeAsString(jsonEncode(report));
|
|
}
|
|
}
|
|
```
|
|
|
|
---
|
|
|
|
## 📋 TESTING CHECKLIST
|
|
|
|
### Pre-Release Testing:
|
|
- [ ] All unit tests passing (>80% coverage)
|
|
- [ ] All widget tests passing
|
|
- [ ] All integration tests passing
|
|
- [ ] E2E tests covering critical user journeys
|
|
- [ ] Performance tests meeting benchmarks
|
|
- [ ] Security tests passing
|
|
- [ ] Accessibility tests passing
|
|
- [ ] Cross-platform compatibility verified
|
|
- [ ] Load testing completed
|
|
- [ ] Documentation updated
|
|
|
|
### Continuous Testing:
|
|
- [ ] Automated test suite in CI/CD
|
|
- [ ] Code coverage reporting
|
|
- [ ] Performance regression detection
|
|
- [ ] Security vulnerability scanning
|
|
- [ ] Dependency vulnerability checks
|
|
- [ ] Test environment provisioning
|
|
- [ ] Test data management
|
|
- [ ] Result reporting and alerts
|
|
|
|
### Production Monitoring:
|
|
- [ ] Real-time error tracking
|
|
- [ ] Performance monitoring
|
|
- [ ] User experience metrics
|
|
- [ ] A/B testing framework
|
|
- [ ] Canary deployment testing
|
|
- [ ] Rollback procedures
|
|
- [ ] Incident response plan
|
|
|
|
---
|
|
|
|
## 🛠️ TESTING TOOLS & FRAMEWORKS
|
|
|
|
### Flutter Testing:
|
|
- **flutter_test**: Built-in testing framework
|
|
- **integration_test**: E2E testing
|
|
- **flutter_driver**: Performance testing
|
|
- **mockito**: Mocking framework
|
|
- **golden_tests**: UI regression testing
|
|
|
|
### Backend Testing:
|
|
- **pytest**: Python testing framework
|
|
- **pytest-asyncio**: Async testing
|
|
- **mock**: Python mocking
|
|
- **requests-mock**: HTTP mocking
|
|
- **testcontainers**: Container testing
|
|
|
|
### Performance Testing:
|
|
- **locust**: Load testing
|
|
- **k6**: Performance testing
|
|
- **gatling**: Load testing
|
|
- **JMeter**: Performance testing
|
|
|
|
### Security Testing:
|
|
- **OWASP ZAP**: Security scanning
|
|
- **Burp Suite**: Security testing
|
|
- **sqlmap**: SQL injection testing
|
|
- **nmap**: Network scanning
|
|
|
|
---
|
|
|
|
## 📚 TESTING BEST PRACTICES
|
|
|
|
### General Principles:
|
|
1. **Test Early**: Write tests alongside code
|
|
2. **Test Often**: Run tests frequently
|
|
3. **Test Thoroughly**: Cover edge cases and error conditions
|
|
4. **Test Independently**: Tests should not depend on each other
|
|
5. **Test Readably**: Clear test names and documentation
|
|
|
|
### Test Organization:
|
|
1. **Arrange-Act-Assert**: Clear test structure
|
|
2. **Descriptive Names**: Test names should describe what they test
|
|
3. **Single Responsibility**: Each test should test one thing
|
|
4. **Reusable Fixtures**: Common test setup and teardown
|
|
5. **Test Data Management**: Consistent test data approach
|
|
|
|
### Test Maintenance:
|
|
1. **Regular Updates**: Keep tests updated with code changes
|
|
2. **Refactoring**: Refactor tests when refactoring code
|
|
3. **Documentation**: Document complex test scenarios
|
|
4. **Performance**: Optimize slow tests
|
|
5. **Monitoring**: Monitor test effectiveness
|
|
|
|
---
|
|
|
|
*Last Updated: 2026-05-06*
|
|
*Version: 1.0.0*
|
|
*Testing Lead: QA Development Team*
|