|
| 1 | +import pytest |
| 2 | +from module_text_llm.basic_approach.generate_suggestions import generate_suggestions |
| 3 | +from athena.text import Exercise, Submission, Feedback |
| 4 | +from athena.schemas.exercise_type import ExerciseType |
| 5 | +from tests.utils.mock_env import mock_sent_tokenize |
| 6 | +from tests.utils.mock_llm import MockLanguageModel, MockAssessmentModel, MockFeedbackModel |
| 7 | + |
| 8 | + |
| 9 | +@pytest.fixture |
| 10 | +def mock_exercise(): |
| 11 | + """Create a mock exercise for testing.""" |
| 12 | + return Exercise( |
| 13 | + id=1, |
| 14 | + title="Test Exercise", |
| 15 | + type=ExerciseType.text, |
| 16 | + max_points=10, |
| 17 | + bonus_points=2, |
| 18 | + grading_instructions="Test grading instructions", |
| 19 | + problem_statement="Test problem statement", |
| 20 | + example_solution="Test example solution", |
| 21 | + grading_criteria=[] |
| 22 | + ) |
| 23 | + |
| 24 | + |
| 25 | +@pytest.fixture |
| 26 | +def mock_submission(mock_exercise): |
| 27 | + """Create a mock submission for testing.""" |
| 28 | + return Submission( |
| 29 | + id=1, |
| 30 | + exerciseId=mock_exercise.id, |
| 31 | + text="This is a test submission.\nIt has multiple lines.\nFor testing purposes." |
| 32 | + ) |
| 33 | + |
| 34 | + |
| 35 | +@pytest.mark.asyncio |
| 36 | +async def test_generate_suggestions_basic( |
| 37 | + mock_exercise, mock_submission, mock_config): |
| 38 | + """Test basic feedback generation with a simple submission.""" |
| 39 | + mock_model = MockLanguageModel(return_value=MockAssessmentModel(feedbacks=[ |
| 40 | + MockFeedbackModel( |
| 41 | + title="Test Feedback", |
| 42 | + description="Test description", |
| 43 | + line_start=1, |
| 44 | + line_end=2, |
| 45 | + credits=5.0 |
| 46 | + ) |
| 47 | + ])) |
| 48 | + mock_config.model.get_model = lambda: mock_model |
| 49 | + mock_sent_tokenize.return_value = [ |
| 50 | + "This is a test submission.", |
| 51 | + "It has multiple lines.", |
| 52 | + "For testing purposes." |
| 53 | + ] |
| 54 | + |
| 55 | + feedbacks = await generate_suggestions( |
| 56 | + exercise=mock_exercise, |
| 57 | + submission=mock_submission, |
| 58 | + config=mock_config, |
| 59 | + debug=False, |
| 60 | + is_graded=True |
| 61 | + ) |
| 62 | + |
| 63 | + assert isinstance(feedbacks, list) |
| 64 | + assert all(isinstance(feedback, Feedback) for feedback in feedbacks) |
| 65 | + assert all(feedback.exercise_id == |
| 66 | + mock_exercise.id for feedback in feedbacks) |
| 67 | + assert all(feedback.submission_id == |
| 68 | + mock_submission.id for feedback in feedbacks) |
| 69 | + |
| 70 | + |
| 71 | +@pytest.mark.asyncio |
| 72 | +async def test_generate_suggestions_empty_submission( |
| 73 | + mock_exercise, mock_config): |
| 74 | + """Test feedback generation with an empty submission.""" |
| 75 | + empty_submission = Submission( |
| 76 | + id=2, |
| 77 | + exerciseId=mock_exercise.id, |
| 78 | + text="" |
| 79 | + ) |
| 80 | + mock_model = MockLanguageModel( |
| 81 | + return_value=MockAssessmentModel( |
| 82 | + feedbacks=[])) |
| 83 | + mock_config.model.get_model = lambda: mock_model |
| 84 | + mock_sent_tokenize.return_value = [] |
| 85 | + |
| 86 | + feedbacks = await generate_suggestions( |
| 87 | + exercise=mock_exercise, |
| 88 | + submission=empty_submission, |
| 89 | + config=mock_config, |
| 90 | + debug=False, |
| 91 | + is_graded=True |
| 92 | + ) |
| 93 | + |
| 94 | + assert isinstance(feedbacks, list) |
| 95 | + assert len(feedbacks) == 0 |
| 96 | + |
| 97 | + |
| 98 | +@pytest.mark.asyncio |
| 99 | +async def test_generate_suggestions_long_input(mock_exercise, mock_config): |
| 100 | + """Test feedback generation with a long submission.""" |
| 101 | + long_submission = Submission( |
| 102 | + id=3, |
| 103 | + exerciseId=mock_exercise.id, |
| 104 | + text="Test " * 1000 |
| 105 | + ) |
| 106 | + mock_model = MockLanguageModel(return_value=MockAssessmentModel(feedbacks=[ |
| 107 | + MockFeedbackModel( |
| 108 | + title="Test Long Input Feedback", |
| 109 | + description="Test description for long input", |
| 110 | + line_start=1, |
| 111 | + line_end=100, |
| 112 | + credits=7.0 |
| 113 | + ) |
| 114 | + ])) |
| 115 | + mock_config.model.get_model = lambda: mock_model |
| 116 | + mock_sent_tokenize.return_value = ["Test " * 100 for _ in range(10)] |
| 117 | + |
| 118 | + feedbacks = await generate_suggestions( |
| 119 | + exercise=mock_exercise, |
| 120 | + submission=long_submission, |
| 121 | + config=mock_config, |
| 122 | + debug=False, |
| 123 | + is_graded=True |
| 124 | + ) |
| 125 | + |
| 126 | + assert isinstance(feedbacks, list) |
| 127 | + assert all(isinstance(feedback, Feedback) for feedback in feedbacks) |
| 128 | + assert all(feedback.exercise_id == |
| 129 | + mock_exercise.id for feedback in feedbacks) |
| 130 | + assert all(feedback.submission_id == |
| 131 | + long_submission.id for feedback in feedbacks) |
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