#!/usr/bin/env python3
"""
Tests for how_to_guide_builder.py - Build how-to guides from workflow examples

Test Coverage:
- WorkflowAnalyzer (6 tests) - Step extraction and metadata detection
- WorkflowGrouper (4 tests) - Grouping strategies
- GuideGenerator (5 tests) - Markdown generation
- HowToGuideBuilder (5 tests) - Main orchestrator integration
- End-to-end (1 test) - Full workflow
"""

import json
import os
import shutil
import sys
import tempfile
import unittest
from pathlib import Path

# Add src to path
sys.path.insert(0, os.path.join(os.path.dirname(__file__), "..", "src"))

from skill_seekers.cli.guide_enhancer import StepEnhancement
from skill_seekers.cli.how_to_guide_builder import (
    GuideCollection,
    GuideGenerator,
    HowToGuide,
    HowToGuideBuilder,
    WorkflowAnalyzer,
    WorkflowGrouper,
    WorkflowStep,
)


class TestWorkflowAnalyzer(unittest.TestCase):
    """Tests for WorkflowAnalyzer - Extract steps from workflows"""

    def setUp(self):
        self.analyzer = WorkflowAnalyzer()

    def test_analyze_python_workflow(self):
        """Test analysis of Python workflow with multiple steps"""
        workflow = {
            "code": """
def test_user_creation_workflow():
    # Step 1: Create database
    db = Database('test.db')

    # Step 2: Create user
    user = User(name='Alice', email='alice@example.com')
    db.save(user)

    # Step 3: Verify creation
    assert db.get_user('Alice').email == 'alice@example.com'
""",
            "language": "python",
            "category": "workflow",
            "test_name": "test_user_creation_workflow",
            "file_path": "tests/test_user.py",
        }

        steps, metadata = self.analyzer.analyze_workflow(workflow)

        # Should extract 3 steps
        self.assertGreaterEqual(len(steps), 2)

        # Check step structure
        self.assertIsInstance(steps[0], WorkflowStep)
        self.assertEqual(steps[0].step_number, 1)
        self.assertIsNotNone(steps[0].description)

        # Check metadata
        self.assertIn("complexity_level", metadata)
        self.assertIn(metadata["complexity_level"], ["beginner", "intermediate", "advanced"])

    def test_detect_prerequisites(self):
        """Test detection of prerequisites from imports and fixtures"""
        workflow = {
            "code": """
import pytest
from myapp import Database, User

@pytest.fixture
def db():
    return Database('test.db')

def test_workflow(db):
    user = User(name='Bob')
    db.save(user)
""",
            "language": "python",
            "category": "workflow",
            "test_name": "test_workflow",
            "file_path": "tests/test.py",
        }

        steps, metadata = self.analyzer.analyze_workflow(workflow)

        # Should analyze workflow successfully
        self.assertIsInstance(steps, list)
        self.assertIsInstance(metadata, dict)
        # Prerequisites detection is internal - just verify it completes

    def test_find_verification_points(self):
        """Test finding verification/assertion points in workflow"""
        code = """
def test_workflow():
    result = calculate(5, 3)
    assert result == 8  # Verify calculation

    status = save_to_db(result)
    assert status == True  # Verify save
"""

        verifications = self.analyzer._find_verification_points(code)

        # Should find assertion patterns
        self.assertGreaterEqual(len(verifications), 0)

    def test_calculate_complexity(self):
        """Test complexity level calculation"""
        # Simple workflow - beginner
        simple_steps = [
            WorkflowStep(1, "x = 1", "Assign variable"),
            WorkflowStep(2, "print(x)", "Print variable"),
        ]
        simple_workflow = {"code": "x = 1\nprint(x)", "category": "workflow"}
        complexity_simple = self.analyzer._calculate_complexity(simple_steps, simple_workflow)
        self.assertEqual(complexity_simple, "beginner")

        # Complex workflow - advanced
        complex_steps = [WorkflowStep(i, f"step{i}", f"Step {i}") for i in range(1, 8)]
        complex_workflow = {
            "code": "\n".join(
                [f"async def step{i}(): await complex_operation()" for i in range(7)]
            ),
            "category": "workflow",
        }
        complexity_complex = self.analyzer._calculate_complexity(complex_steps, complex_workflow)
        self.assertIn(complexity_complex, ["intermediate", "advanced"])

    def test_extract_steps_python_ast(self):
        """Test Python AST-based step extraction"""
        code = """
def test_workflow():
    db = Database('test.db')
    user = User(name='Alice')
    db.save(user)
    result = db.query('SELECT * FROM users')
    assert len(result) == 1
"""
        workflow = {
            "code": code,
            "language": "python",
            "category": "workflow",
            "test_name": "test_workflow",
            "file_path": "test.py",
        }

        steps = self.analyzer._extract_steps_python(code, workflow)

        # Should extract multiple steps
        self.assertGreaterEqual(len(steps), 2)

        # Each step should have required fields
        for step in steps:
            self.assertIsInstance(step.step_number, int)
            self.assertIsInstance(step.code, str)
            self.assertIsInstance(step.description, str)

    def test_extract_steps_heuristic(self):
        """Test heuristic-based step extraction for non-Python languages"""
        code = """
func TestWorkflow(t *testing.T) {
    // Step 1
    db := NewDatabase("test.db")

    // Step 2
    user := User{Name: "Alice"}
    db.Save(user)

    // Step 3
    result := db.Query("SELECT * FROM users")
    if len(result) != 1 {
        t.Error("Expected 1 user")
    }
}
"""
        workflow = {
            "code": code,
            "language": "go",
            "category": "workflow",
            "test_name": "TestWorkflow",
            "file_path": "test.go",
        }

        steps = self.analyzer._extract_steps_heuristic(code, workflow)

        # Should extract steps based on comments or logical blocks
        self.assertGreaterEqual(len(steps), 1)


class TestWorkflowGrouper(unittest.TestCase):
    """Tests for WorkflowGrouper - Group related workflows"""

    def setUp(self):
        self.grouper = WorkflowGrouper()

    def test_group_by_file_path(self):
        """Test grouping workflows by file path"""
        workflows = [
            {
                "test_name": "test_user_create",
                "file_path": "tests/test_user.py",
                "code": "user = User()",
                "category": "workflow",
            },
            {
                "test_name": "test_user_delete",
                "file_path": "tests/test_user.py",
                "code": "db.delete(user)",
                "category": "workflow",
            },
            {
                "test_name": "test_db_connect",
                "file_path": "tests/test_database.py",
                "code": "db = Database()",
                "category": "workflow",
            },
        ]

        grouped = self.grouper._group_by_file_path(workflows)

        # Should create 2 groups (test_user.py and test_database.py)
        self.assertEqual(len(grouped), 2)
        # Check that groups were created (titles are auto-generated from file names)
        self.assertTrue(all(isinstance(k, str) for k in grouped))

    def test_group_by_test_name(self):
        """Test grouping workflows by test name patterns"""
        workflows = [
            {"test_name": "test_user_create", "code": "user = User()", "category": "workflow"},
            {"test_name": "test_user_update", "code": "user.update()", "category": "workflow"},
            {"test_name": "test_admin_create", "code": "admin = Admin()", "category": "workflow"},
        ]

        grouped = self.grouper._group_by_test_name(workflows)

        # Should group by common prefix (test_user_*)
        self.assertGreaterEqual(len(grouped), 1)

    def test_group_by_complexity(self):
        """Test grouping workflows by complexity level"""
        workflows = [
            {
                "test_name": "test_simple",
                "code": "x = 1\nprint(x)",
                "category": "workflow",
                "complexity_level": "beginner",
            },
            {
                "test_name": "test_complex",
                "code": "\n".join(["step()" for _ in range(10)]),
                "category": "workflow",
                "complexity_level": "advanced",
            },
        ]

        grouped = self.grouper._group_by_complexity(workflows)

        # Should create groups by complexity
        self.assertGreaterEqual(len(grouped), 1)

    def test_group_by_ai_tutorial_group(self):
        """Test AI-based tutorial grouping (or fallback if no AI)"""
        workflows = [
            {
                "test_name": "test_user_create",
                "code": 'user = User(name="Alice")',
                "category": "workflow",
                "file_path": "tests/test_user.py",
                "tutorial_group": "User Management",  # Simulated AI categorization
            },
            {
                "test_name": "test_db_connect",
                "code": "db = Database()",
                "category": "workflow",
                "file_path": "tests/test_db.py",
                "tutorial_group": "Database Operations",
            },
        ]

        grouped = self.grouper._group_by_ai_tutorial_group(workflows)

        # Should group by tutorial_group or fallback to file-path
        self.assertGreaterEqual(len(grouped), 1)


class TestGuideGenerator(unittest.TestCase):
    """Tests for GuideGenerator - Generate markdown guides"""

    def setUp(self):
        self.generator = GuideGenerator()

    def test_generate_guide_markdown(self):
        """Test generation of complete markdown guide"""
        guide = HowToGuide(
            guide_id="test-guide-1",
            title="How to Create a User",
            overview="This guide demonstrates user creation workflow",
            complexity_level="beginner",
            prerequisites=["Database", "User model"],
            required_imports=["from myapp import Database, User"],
            steps=[
                WorkflowStep(1, 'db = Database("test.db")', "Create database connection"),
                WorkflowStep(2, 'user = User(name="Alice")', "Create user object"),
                WorkflowStep(3, "db.save(user)", "Save to database"),
            ],
            use_case="Creating new users in the system",
            tags=["user", "database", "create"],
        )

        markdown = self.generator.generate_guide_markdown(guide)

        # Check markdown contains expected sections (actual format uses "# How To:" prefix)
        self.assertIn("# How To:", markdown)
        self.assertIn("How to Create a User", markdown)
        self.assertIn("## Overview", markdown)
        self.assertIn("## Prerequisites", markdown)
        self.assertIn("Step 1:", markdown)
        self.assertIn("Create database connection", markdown)

    def test_create_header(self):
        """Test header generation with metadata"""
        guide = HowToGuide(
            guide_id="test-1",
            title="Test Guide",
            overview="Test",
            complexity_level="beginner",
            tags=["test", "example"],
        )

        header = self.generator._create_header(guide)

        # Actual format uses "# How To:" prefix
        self.assertIn("# How To:", header)
        self.assertIn("Test Guide", header)
        self.assertIn("Beginner", header)

    def test_create_steps_section(self):
        """Test steps section generation"""
        steps = [
            WorkflowStep(
                1,
                "db = Database()",
                "Create database",
                expected_result="Database object",
                verification="assert db.is_connected()",
            ),
            WorkflowStep(2, "user = User()", "Create user"),
        ]

        steps_md = self.generator._create_steps_section(steps)

        # Actual format uses "## Step-by-Step Guide"
        self.assertIn("## Step-by-Step Guide", steps_md)
        self.assertIn("### Step 1:", steps_md)
        self.assertIn("Create database", steps_md)
        self.assertIn("```", steps_md)  # Code block
        self.assertIn("Database()", steps_md)

    def test_create_complete_example(self):
        """Test complete example generation"""
        guide = HowToGuide(
            guide_id="test-1",
            title="Test",
            overview="Test",
            complexity_level="beginner",
            steps=[WorkflowStep(1, "x = 1", "Assign"), WorkflowStep(2, "print(x)", "Print")],
            workflows=[{"code": "x = 1\nprint(x)", "language": "python"}],
        )

        example_md = self.generator._create_complete_example(guide)

        self.assertIn("## Complete Example", example_md)
        self.assertIn("```python", example_md)

    def test_create_index(self):
        """Test index generation for guide collection"""
        guides = [
            HowToGuide(
                guide_id="guide-1",
                title="Beginner Guide",
                overview="Simple guide",
                complexity_level="beginner",
                tags=["user"],
            ),
            HowToGuide(
                guide_id="guide-2",
                title="Advanced Guide",
                overview="Complex guide",
                complexity_level="advanced",
                tags=["admin", "security"],
            ),
        ]

        # Method is actually called generate_index
        index_md = self.generator.generate_index(guides)

        self.assertIn("How-To Guides", index_md)
        self.assertIn("Beginner Guide", index_md)
        self.assertIn("Advanced Guide", index_md)


class TestHowToGuideBuilder(unittest.TestCase):
    """Tests for HowToGuideBuilder - Main orchestrator"""

    def setUp(self):
        self.builder = HowToGuideBuilder(enhance_with_ai=False)
        self.temp_dir = tempfile.mkdtemp()

    def tearDown(self):
        if os.path.exists(self.temp_dir):
            shutil.rmtree(self.temp_dir)

    def test_extract_workflow_examples(self):
        """Test extraction of workflow examples from mixed examples"""
        examples = [
            {
                "category": "workflow",
                "code": "db = Database()\nuser = User()\ndb.save(user)",
                "test_name": "test_user_workflow",
                "file_path": "tests/test_user.py",
                "language": "python",
            },
            {
                "category": "instantiation",
                "code": "db = Database()",
                "test_name": "test_db",
                "file_path": "tests/test_db.py",
                "language": "python",
            },
        ]

        workflows = self.builder._extract_workflow_examples(examples)

        # Should only extract workflow category
        self.assertEqual(len(workflows), 1)
        self.assertEqual(workflows[0]["category"], "workflow")

    def test_create_guide_from_workflows(self):
        """Test guide creation from grouped workflows"""
        workflows = [
            {
                "code": 'user = User(name="Alice")\ndb.save(user)',
                "test_name": "test_create_user",
                "file_path": "tests/test_user.py",
                "language": "python",
                "category": "workflow",
            }
        ]

        guide = self.builder._create_guide("User Management", workflows)

        self.assertIsInstance(guide, HowToGuide)
        self.assertEqual(guide.title, "User Management")
        self.assertGreater(len(guide.steps), 0)
        self.assertIn(guide.complexity_level, ["beginner", "intermediate", "advanced"])

    def test_create_collection(self):
        """Test guide collection creation with metadata"""
        guides = [
            HowToGuide(
                guide_id="guide-1", title="Guide 1", overview="Test", complexity_level="beginner"
            ),
            HowToGuide(
                guide_id="guide-2", title="Guide 2", overview="Test", complexity_level="advanced"
            ),
        ]

        collection = self.builder._create_collection(guides)

        self.assertIsInstance(collection, GuideCollection)
        self.assertEqual(collection.total_guides, 2)
        # Attribute is guides_by_complexity not by_complexity
        self.assertEqual(collection.guides_by_complexity["beginner"], 1)
        self.assertEqual(collection.guides_by_complexity["advanced"], 1)

    def test_save_guides_to_files(self):
        """Test saving guides to markdown files"""
        guides = [
            HowToGuide(
                guide_id="test-guide",
                title="Test Guide",
                overview="Test overview",
                complexity_level="beginner",
                steps=[WorkflowStep(1, "x = 1", "Test step")],
            )
        ]

        # Correct attribute names
        collection = GuideCollection(
            total_guides=1,
            guides=guides,
            guides_by_complexity={"beginner": 1},
            guides_by_use_case={},
        )

        output_dir = Path(self.temp_dir)
        self.builder._save_guides_to_files(collection, output_dir)

        # Check index file was created
        self.assertTrue((output_dir / "index.md").exists())

        # Check index content contains guide information
        index_content = (output_dir / "index.md").read_text()
        self.assertIn("Test Guide", index_content)

        # Check that at least one markdown file exists
        md_files = list(output_dir.glob("*.md"))
        self.assertGreaterEqual(len(md_files), 1)

    def test_build_guides_from_examples(self):
        """Test full guide building workflow"""
        examples = [
            {
                "category": "workflow",
                "code": """
def test_user_workflow():
    db = Database('test.db')
    user = User(name='Alice', email='alice@test.com')
    db.save(user)
    assert db.get_user('Alice').email == 'alice@test.com'
""",
                "test_name": "test_user_workflow",
                "file_path": "tests/test_user.py",
                "language": "python",
                "description": "User creation workflow",
                "expected_behavior": "User should be saved and retrieved",
            }
        ]

        output_dir = Path(self.temp_dir) / "guides"

        collection = self.builder.build_guides_from_examples(
            examples, grouping_strategy="file-path", output_dir=output_dir
        )

        self.assertIsInstance(collection, GuideCollection)
        self.assertGreater(collection.total_guides, 0)
        self.assertTrue(output_dir.exists())
        self.assertTrue((output_dir / "index.md").exists())


class TestEndToEnd(unittest.TestCase):
    """End-to-end integration test"""

    def setUp(self):
        self.temp_dir = tempfile.mkdtemp()

    def tearDown(self):
        if os.path.exists(self.temp_dir):
            shutil.rmtree(self.temp_dir)

    def test_full_workflow(self):
        """Test complete workflow from examples to guides"""
        # Create test examples JSON
        examples = {
            "total_examples": 2,
            "examples": [
                {
                    "category": "workflow",
                    "code": '''
def test_database_workflow():
    """Test complete database workflow"""
    # Setup
    db = Database('test.db')

    # Create user
    user = User(name='Alice', email='alice@example.com')
    db.save(user)

    # Verify
    saved_user = db.get_user('Alice')
    assert saved_user.email == 'alice@example.com'
''',
                    "test_name": "test_database_workflow",
                    "file_path": "tests/test_database.py",
                    "language": "python",
                    "description": "Complete database workflow",
                    "expected_behavior": "User saved and retrieved correctly",
                },
                {
                    "category": "workflow",
                    "code": '''
def test_authentication_workflow():
    """Test user authentication"""
    user = User(name='Bob', password='secret123')
    token = authenticate(user.name, 'secret123')
    assert token is not None
    assert verify_token(token) == user.name
''',
                    "test_name": "test_authentication_workflow",
                    "file_path": "tests/test_auth.py",
                    "language": "python",
                    "description": "Authentication workflow",
                    "expected_behavior": "User authenticated successfully",
                },
            ],
        }

        # Save examples to temp file
        examples_file = Path(self.temp_dir) / "test_examples.json"
        with open(examples_file, "w") as f:
            json.dump(examples, f)

        # Build guides
        builder = HowToGuideBuilder(enhance_with_ai=False)
        output_dir = Path(self.temp_dir) / "tutorials"

        collection = builder.build_guides_from_examples(
            examples["examples"], grouping_strategy="file-path", output_dir=output_dir
        )

        # Verify results
        self.assertIsInstance(collection, GuideCollection)
        self.assertGreater(collection.total_guides, 0)

        # Check output files
        self.assertTrue(output_dir.exists())
        self.assertTrue((output_dir / "index.md").exists())

        # Check index content
        index_content = (output_dir / "index.md").read_text()
        self.assertIn("How-To Guides", index_content)

        # Verify guide files exist (index.md + guide(s))
        guide_files = list(output_dir.glob("*.md"))
        self.assertGreaterEqual(len(guide_files), 1)  # At least index.md or guides


class TestAIEnhancementIntegration(unittest.TestCase):
    """Tests for AI Enhancement integration with HowToGuideBuilder (C3.3)"""

    def setUp(self):
        self.temp_dir = tempfile.mkdtemp()

    def tearDown(self):
        if os.path.exists(self.temp_dir):
            shutil.rmtree(self.temp_dir)

    def test_build_with_ai_enhancement_disabled(self):
        """Test building guides WITHOUT AI enhancement (backward compatibility)"""
        examples = [
            {
                "example_id": "test_001",
                "test_name": "test_user_registration",
                "category": "workflow",
                "code": """
def test_user_registration():
    user = User.create(username="test", email="test@example.com")
    assert user.id is not None
    assert user.is_active is True
                """,
                "language": "python",
                "file_path": "tests/test_user.py",
                "line_start": 10,
                "tags": ["authentication", "user"],
                "ai_analysis": {
                    "tutorial_group": "User Management",
                    "best_practices": ["Validate email format"],
                    "common_mistakes": ["Not checking uniqueness"],
                },
            }
        ]

        builder = HowToGuideBuilder()
        output_dir = Path(self.temp_dir) / "guides"

        # Build WITHOUT AI enhancement
        collection = builder.build_guides_from_examples(
            examples=examples,
            grouping_strategy="ai-tutorial-group",
            output_dir=output_dir,
            enhance_with_ai=False,
            ai_mode="none",
        )

        # Verify guides were created
        self.assertIsInstance(collection, GuideCollection)
        self.assertGreater(collection.total_guides, 0)

        # Verify output files exist
        self.assertTrue(output_dir.exists())
        self.assertTrue((output_dir / "index.md").exists())

    def test_build_with_ai_enhancement_api_mode_mocked(self):
        """Test building guides WITH AI enhancement in API mode (mocked)"""
        from unittest.mock import patch

        examples = [
            {
                "example_id": "test_002",
                "test_name": "test_data_scraping",
                "category": "workflow",
                "code": """
def test_data_scraping():
    scraper = DocumentationScraper()
    result = scraper.scrape("https://example.com/docs")
    assert result.pages > 0
                """,
                "language": "python",
                "file_path": "tests/test_scraper.py",
                "line_start": 20,
                "tags": ["scraping", "documentation"],
                "ai_analysis": {
                    "tutorial_group": "Data Collection",
                    "best_practices": ["Handle rate limiting"],
                    "common_mistakes": ["Not handling SSL errors"],
                },
            }
        ]

        builder = HowToGuideBuilder()
        output_dir = Path(self.temp_dir) / "guides_enhanced"

        # Mock GuideEnhancer to avoid actual AI calls
        with patch("skill_seekers.cli.guide_enhancer.GuideEnhancer") as MockEnhancer:
            mock_enhancer = MockEnhancer.return_value
            mock_enhancer.mode = "api"

            # Mock the enhance_guide method to return enhanced data
            def mock_enhance_guide(guide_data):
                enhanced = guide_data.copy()
                # Return proper StepEnhancement objects
                enhanced["step_enhancements"] = [
                    StepEnhancement(step_index=0, explanation="Test explanation", variations=[])
                ]
                enhanced["troubleshooting_detailed"] = []
                enhanced["prerequisites_detailed"] = []
                enhanced["next_steps_detailed"] = []
                enhanced["use_cases"] = []
                return enhanced

            mock_enhancer.enhance_guide = mock_enhance_guide

            # Build WITH AI enhancement
            collection = builder.build_guides_from_examples(
                examples=examples,
                grouping_strategy="ai-tutorial-group",
                output_dir=output_dir,
                enhance_with_ai=True,
                ai_mode="api",
            )

            # Verify guides were created
            self.assertIsInstance(collection, GuideCollection)
            self.assertGreater(collection.total_guides, 0)

            # Verify enhancer was initialized
            MockEnhancer.assert_called_once_with(mode="api")

    def test_build_with_ai_enhancement_local_mode_mocked(self):
        """Test building guides WITH AI enhancement in LOCAL mode (mocked)"""
        from unittest.mock import patch

        examples = [
            {
                "example_id": "test_003",
                "test_name": "test_api_integration",
                "category": "workflow",
                "code": """
def test_api_integration():
    client = APIClient(base_url="https://api.example.com")
    response = client.get("/users")
    assert response.status_code == 200
                """,
                "language": "python",
                "file_path": "tests/test_api.py",
                "line_start": 30,
                "tags": ["api", "integration"],
                "ai_analysis": {
                    "tutorial_group": "API Testing",
                    "best_practices": ["Use environment variables"],
                    "common_mistakes": ["Hardcoded credentials"],
                },
            }
        ]

        builder = HowToGuideBuilder()
        output_dir = Path(self.temp_dir) / "guides_local"

        # Mock GuideEnhancer for LOCAL mode
        with patch("skill_seekers.cli.guide_enhancer.GuideEnhancer") as MockEnhancer:
            mock_enhancer = MockEnhancer.return_value
            mock_enhancer.mode = "local"

            # Mock the enhance_guide method
            def mock_enhance_guide(guide_data):
                enhanced = guide_data.copy()
                enhanced["step_enhancements"] = []
                enhanced["troubleshooting_detailed"] = []
                enhanced["prerequisites_detailed"] = []
                enhanced["next_steps_detailed"] = []
                enhanced["use_cases"] = []
                return enhanced

            mock_enhancer.enhance_guide = mock_enhance_guide

            # Build WITH AI enhancement (LOCAL mode)
            collection = builder.build_guides_from_examples(
                examples=examples,
                grouping_strategy="ai-tutorial-group",
                output_dir=output_dir,
                enhance_with_ai=True,
                ai_mode="local",
            )

            # Verify guides were created
            self.assertIsInstance(collection, GuideCollection)
            self.assertGreater(collection.total_guides, 0)

            # Verify LOCAL mode was used
            MockEnhancer.assert_called_once_with(mode="local")

    def test_build_with_ai_enhancement_auto_mode(self):
        """Test building guides WITH AI enhancement in AUTO mode"""
        from unittest.mock import patch

        examples = [
            {
                "example_id": "test_004",
                "test_name": "test_database_migration",
                "category": "workflow",
                "code": """
def test_database_migration():
    migrator = DatabaseMigrator()
    migrator.run_migrations()
    assert migrator.current_version == "2.0"
                """,
                "language": "python",
                "file_path": "tests/test_db.py",
                "line_start": 40,
                "tags": ["database", "migration"],
                "ai_analysis": {
                    "tutorial_group": "Database Operations",
                    "best_practices": ["Backup before migration"],
                    "common_mistakes": ["Not testing rollback"],
                },
            }
        ]

        builder = HowToGuideBuilder()
        output_dir = Path(self.temp_dir) / "guides_auto"

        # Mock GuideEnhancer for AUTO mode
        with patch("skill_seekers.cli.guide_enhancer.GuideEnhancer") as MockEnhancer:
            mock_enhancer = MockEnhancer.return_value
            mock_enhancer.mode = "local"  # AUTO mode detected LOCAL

            def mock_enhance_guide(guide_data):
                enhanced = guide_data.copy()
                enhanced["step_enhancements"] = []
                enhanced["troubleshooting_detailed"] = []
                enhanced["prerequisites_detailed"] = []
                enhanced["next_steps_detailed"] = []
                enhanced["use_cases"] = []
                return enhanced

            mock_enhancer.enhance_guide = mock_enhance_guide

            # Build WITH AI enhancement (AUTO mode)
            collection = builder.build_guides_from_examples(
                examples=examples,
                grouping_strategy="ai-tutorial-group",
                output_dir=output_dir,
                enhance_with_ai=True,
                ai_mode="auto",
            )

            # Verify guides were created
            self.assertIsInstance(collection, GuideCollection)
            self.assertGreater(collection.total_guides, 0)

            # Verify AUTO mode was used
            MockEnhancer.assert_called_once_with(mode="auto")

    def test_graceful_fallback_when_ai_fails(self):
        """Test graceful fallback when AI enhancement fails"""
        from unittest.mock import patch

        examples = [
            {
                "example_id": "test_005",
                "test_name": "test_file_processing",
                "category": "workflow",
                "code": """
def test_file_processing():
    processor = FileProcessor()
    result = processor.process("data.csv")
    assert result.rows == 100
                """,
                "language": "python",
                "file_path": "tests/test_files.py",
                "line_start": 50,
                "tags": ["files", "processing"],
                "ai_analysis": {
                    "tutorial_group": "Data Processing",
                    "best_practices": ["Validate file format"],
                    "common_mistakes": ["Not handling encoding"],
                },
            }
        ]

        builder = HowToGuideBuilder()
        output_dir = Path(self.temp_dir) / "guides_fallback"

        # Mock GuideEnhancer to raise exception
        with patch(
            "skill_seekers.cli.guide_enhancer.GuideEnhancer",
            side_effect=Exception("AI unavailable"),
        ):
            # Should NOT crash - graceful fallback
            collection = builder.build_guides_from_examples(
                examples=examples,
                grouping_strategy="ai-tutorial-group",
                output_dir=output_dir,
                enhance_with_ai=True,
                ai_mode="api",
            )

            # Verify guides were still created (without enhancement)
            self.assertIsInstance(collection, GuideCollection)
            self.assertGreater(collection.total_guides, 0)


class TestExpandedWorkflowDetection(unittest.TestCase):
    """Tests for expanded workflow detection (issue #242)"""

    def setUp(self):
        self.builder = HowToGuideBuilder(enhance_with_ai=False)

    def test_empty_examples_returns_empty_collection(self):
        """Test that empty examples returns valid empty GuideCollection"""
        collection = self.builder.build_guides_from_examples([])
        self.assertIsInstance(collection, GuideCollection)
        self.assertEqual(collection.total_guides, 0)
        self.assertEqual(collection.guides, [])

    def test_non_workflow_examples_returns_empty_collection(self):
        """Test that non-workflow examples returns empty collection with diagnostics"""
        examples = [
            {"category": "instantiation", "test_name": "test_simple", "code": "x = 1"},
            {"category": "method_call", "test_name": "test_call", "code": "obj.method()"},
        ]
        collection = self.builder.build_guides_from_examples(examples)
        self.assertIsInstance(collection, GuideCollection)
        self.assertEqual(collection.total_guides, 0)

    def test_workflow_example_detected(self):
        """Test that workflow category examples are detected"""
        examples = [
            {
                "category": "workflow",
                "test_name": "test_user_creation_workflow",
                "code": "db = Database()\nuser = db.create_user()\nassert user.id",
                "file_path": "tests/test.py",
                "language": "python",
            }
        ]
        collection = self.builder.build_guides_from_examples(examples)
        self.assertIsInstance(collection, GuideCollection)
        # Should have at least one guide from the workflow
        self.assertGreaterEqual(collection.total_guides, 0)

    def test_guide_collection_always_valid(self):
        """Test that GuideCollection is always returned, never None"""
        # Test various edge cases
        test_cases = [
            [],  # Empty
            [{"category": "unknown"}],  # Unknown category
            [{"category": "instantiation"}],  # Non-workflow
        ]

        for examples in test_cases:
            collection = self.builder.build_guides_from_examples(examples)
            self.assertIsNotNone(collection, f"Collection should not be None for {examples}")
            self.assertIsInstance(collection, GuideCollection)

    def test_heuristic_detection_4_assignments_3_calls(self):
        """Test heuristic detection: 4+ assignments and 3+ calls"""
        # Code with 4 assignments and 3 method calls (should match heuristic)
        code = """
def test_complex_setup():
    db = Database()           # assignment 1
    user = User('Alice')      # assignment 2
    settings = Settings()     # assignment 3
    cache = Cache()           # assignment 4
    db.connect()              # call 1
    user.save()               # call 2
    cache.clear()             # call 3
    assert user.id
"""

        # The heuristic should be checked in test_example_extractor
        # For this test, we verify the code structure would match
        import ast

        tree = ast.parse(code)
        func_node = tree.body[0]

        # Count assignments
        assignments = sum(
            1 for n in ast.walk(func_node) if isinstance(n, (ast.Assign, ast.AugAssign))
        )
        # Count calls
        calls = sum(1 for n in ast.walk(func_node) if isinstance(n, ast.Call))

        # Verify heuristic thresholds
        self.assertGreaterEqual(assignments, 4, "Should have 4+ assignments")
        self.assertGreaterEqual(calls, 3, "Should have 3+ method calls")

    def test_new_workflow_keywords_detection(self):
        """Test that new workflow keywords are detected (issue #242)"""
        # New keywords added: complete, scenario, flow, multi_step, multistep,
        # process, chain, sequence, pipeline, lifecycle
        new_keywords = [
            "complete",
            "scenario",
            "flow",
            "multi_step",
            "multistep",
            "process",
            "chain",
            "sequence",
            "pipeline",
            "lifecycle",
        ]

        # Check if all keywords are in integration_keywords list
        integration_keywords = [
            "workflow",
            "integration",
            "end_to_end",
            "e2e",
            "full",
            "complete",
            "scenario",
            "flow",
            "multi_step",
            "multistep",
            "process",
            "chain",
            "sequence",
            "pipeline",
            "lifecycle",
        ]

        for keyword in new_keywords:
            self.assertIn(
                keyword,
                integration_keywords,
                f"Keyword '{keyword}' should be in integration_keywords",
            )

    def test_heuristic_does_not_match_simple_tests(self):
        """Test that simple tests don't match heuristic (< 4 assignments or < 3 calls)"""
        import ast

        # Simple test with only 2 assignments and 1 call (should NOT match)
        simple_code = """
def test_simple():
    user = User('Bob')   # assignment 1
    email = 'bob@test'   # assignment 2
    user.save()          # call 1
    assert user.id
"""
        tree = ast.parse(simple_code)
        func_node = tree.body[0]

        # Count assignments
        assignments = sum(
            1 for n in ast.walk(func_node) if isinstance(n, (ast.Assign, ast.AugAssign))
        )
        # Count calls
        calls = sum(1 for n in ast.walk(func_node) if isinstance(n, ast.Call))

        # Verify it doesn't meet thresholds
        self.assertLess(assignments, 4, "Simple test should have < 4 assignments")
        self.assertLess(calls, 3, "Simple test should have < 3 calls")

    def test_keyword_case_insensitive_matching(self):
        """Test that workflow keyword matching works regardless of case"""
        # Keywords should match in test names regardless of case
        test_cases = [
            "test_workflow_example",  # lowercase
            "test_Workflow_Example",  # mixed case
            "test_WORKFLOW_EXAMPLE",  # uppercase
            "test_end_to_end_flow",  # compound
            "test_integration_scenario",  # multiple keywords
        ]

        for test_name in test_cases:
            # Verify test name contains at least one keyword (case-insensitive)
            integration_keywords = [
                "workflow",
                "integration",
                "end_to_end",
                "e2e",
                "full",
                "complete",
                "scenario",
                "flow",
                "multi_step",
                "multistep",
                "process",
                "chain",
                "sequence",
                "pipeline",
                "lifecycle",
            ]

            test_name_lower = test_name.lower()
            has_keyword = any(kw in test_name_lower for kw in integration_keywords)

            self.assertTrue(has_keyword, f"Test name '{test_name}' should contain workflow keyword")


if __name__ == "__main__":
    unittest.main()
