|
| 1 | +from pathlib import Path |
| 2 | +from unittest.mock import patch |
| 3 | + |
| 4 | +import pytest |
| 5 | +from typer.testing import CliRunner |
| 6 | + |
| 7 | +from pg2_benchmark.cli.validate import ModelPath, validate_app |
| 8 | + |
| 9 | + |
| 10 | +@pytest.fixture |
| 11 | +def runner(): |
| 12 | + """Test runner for CLI commands.""" |
| 13 | + return CliRunner() |
| 14 | + |
| 15 | + |
| 16 | +@pytest.fixture |
| 17 | +def valid_model_card_content() -> str: |
| 18 | + """Valid model card content for testing.""" |
| 19 | + return """--- |
| 20 | +name: "test_model" |
| 21 | +hyper_params: |
| 22 | + learning_rate: 0.001 |
| 23 | + batch_size: 32 |
| 24 | +--- |
| 25 | +
|
| 26 | +# Test Model |
| 27 | +This is a test model card. |
| 28 | +""" |
| 29 | + |
| 30 | + |
| 31 | +@pytest.fixture |
| 32 | +def invalid_model_card_content() -> str: |
| 33 | + """Invalid model card content for testing.""" |
| 34 | + return """--- |
| 35 | +invalid_yaml: [ |
| 36 | +--- |
| 37 | +
|
| 38 | +# Invalid Model Card |
| 39 | +""" |
| 40 | + |
| 41 | + |
| 42 | +def test_model_card_validation_success( |
| 43 | + tmp_path: Path, valid_model_card_content: str, runner: CliRunner |
| 44 | +): |
| 45 | + """Test successful model card validation.""" |
| 46 | + model_name = "test_model" |
| 47 | + model_dir = tmp_path / "models" / model_name |
| 48 | + model_dir.mkdir(parents=True) |
| 49 | + |
| 50 | + model_card_file = model_dir / "README.md" |
| 51 | + model_card_file.write_text(valid_model_card_content) |
| 52 | + |
| 53 | + with patch.object(ModelPath, "ROOT_PATH", tmp_path / "models"): |
| 54 | + result = runner.invoke(validate_app, [model_name]) |
| 55 | + |
| 56 | + assert result.exit_code == 0 |
| 57 | + assert "✅ Loaded test_model" in result.stdout |
| 58 | + assert "learning_rate" in result.stdout and "batch_size" in result.stdout |
| 59 | + |
| 60 | + |
| 61 | +def test_model_card_validation_missing_file(tmp_path: Path, runner: CliRunner): |
| 62 | + """Test validation when model card file doesn't exist.""" |
| 63 | + model_name = "nonexistent_model" |
| 64 | + |
| 65 | + with patch.object(ModelPath, "ROOT_PATH", tmp_path / "models"): |
| 66 | + result = runner.invoke(validate_app, [model_name]) |
| 67 | + |
| 68 | + assert result.exit_code == 1 |
| 69 | + assert "❌ Model nonexistent_model does not have a model card" in result.stdout |
| 70 | + |
| 71 | + |
| 72 | +def test_model_card_validation_invalid_content( |
| 73 | + tmp_path: Path, invalid_model_card_content: str, runner: CliRunner |
| 74 | +): |
| 75 | + """Test validation with invalid model card content.""" |
| 76 | + model_name = "invalid_model" |
| 77 | + model_dir = tmp_path / "models" / model_name |
| 78 | + model_dir.mkdir(parents=True) |
| 79 | + |
| 80 | + model_card_file = model_dir / "README.md" |
| 81 | + model_card_file.write_text(invalid_model_card_content) |
| 82 | + |
| 83 | + with patch.object(ModelPath, "ROOT_PATH", tmp_path / "models"): |
| 84 | + result = runner.invoke(validate_app, [model_name]) |
| 85 | + |
| 86 | + assert result.exit_code == 1 |
| 87 | + assert "❌ Error loading model card" in result.stdout |
| 88 | + |
| 89 | + |
| 90 | +def test_model_card_validation_empty_file(tmp_path: Path, runner: CliRunner): |
| 91 | + """Test validation with empty model card file.""" |
| 92 | + model_name = "empty_model" |
| 93 | + model_dir = tmp_path / "models" / model_name |
| 94 | + model_dir.mkdir(parents=True) |
| 95 | + |
| 96 | + model_card_file = model_dir / "README.md" |
| 97 | + model_card_file.write_text("") |
| 98 | + |
| 99 | + with patch.object(ModelPath, "ROOT_PATH", tmp_path / "models"): |
| 100 | + result = runner.invoke(validate_app, [model_name]) |
| 101 | + |
| 102 | + assert result.exit_code == 1 |
| 103 | + assert "❌ Error loading model card" in result.stdout |
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