|
| 1 | +import os |
| 2 | +import pytest |
| 3 | +from customize_schema import validate_metadata as validator43 |
| 4 | +from helpers import load_json_path |
| 5 | +import logging |
| 6 | +from tqdm import tqdm |
| 7 | + |
| 8 | +# Directories for valid and invalid JSON files |
| 9 | +VALID_DATACITE43_DIR = "../tests/data/datacite43/" |
| 10 | +INVALID_DATACITE43_DIR = "../tests/data/invalid_datacite43/" |
| 11 | + |
| 12 | +# Function to get all JSON files in the directory |
| 13 | +def get_all_json_files(directory): |
| 14 | + return [os.path.join(directory, f) for f in os.listdir(directory) if f.endswith('.json')] |
| 15 | + |
| 16 | +# Get list of all valid JSON files in the directory |
| 17 | +VALID_DATACITE43_FILES = get_all_json_files(VALID_DATACITE43_DIR) |
| 18 | +INVALID_DATACITE43_FILES = get_all_json_files(INVALID_DATACITE43_DIR) |
| 19 | + |
| 20 | +@pytest.mark.parametrize("valid_file", VALID_DATACITE43_FILES) |
| 21 | +def test_valid_json(valid_file): |
| 22 | + """Test that valid example files validate successfully.""" |
| 23 | + print(f"\nValidating file: {valid_file}") # Log for file being tested |
| 24 | + json_data = load_json_path(valid_file) |
| 25 | + validation_errors = None |
| 26 | + try: |
| 27 | + validation_errors = validator43(json_data) |
| 28 | + except ValueError as e: |
| 29 | + pytest.fail(f"Validation failed for: {valid_file}\nErrors: {str(e)}") |
| 30 | + |
| 31 | + if validation_errors: |
| 32 | + pytest.fail(f"Validation failed for: {valid_file}\nErrors: {validation_errors}") |
| 33 | + else: |
| 34 | + print(f"Validation passed for: {valid_file}") |
| 35 | + |
| 36 | +@pytest.mark.parametrize("invalid_file", INVALID_DATACITE43_FILES) |
| 37 | +def test_invalid_json(invalid_file): |
| 38 | + """Test that invalid example files do not validate successfully.""" |
| 39 | + print(f"\nValidating file: {invalid_file}") # Log for file being tested |
| 40 | + json_data = load_json_path(invalid_file) |
| 41 | + validation_errors = None |
| 42 | + try: |
| 43 | + validation_errors = validator43(json_data) |
| 44 | + except ValueError: |
| 45 | + print(f"Validation failed as expected for: {invalid_file}") |
| 46 | + return # Test passes if validation raises a ValueError |
| 47 | + |
| 48 | + if validation_errors: |
| 49 | + print(f"Validation failed as expected for: {invalid_file}") |
| 50 | + else: |
| 51 | + pytest.fail(f"Validation passed unexpectedly for: {invalid_file}") |
| 52 | + |
| 53 | +@pytest.mark.parametrize("missing_field_file", [ |
| 54 | + {"file": "../tests/data/missing_creators.json", "missing_field": "creators"}, |
| 55 | + {"file": "../tests/data/missing_titles.json", "missing_field": "titles"}, |
| 56 | +]) |
| 57 | +def test_missing_required_fields(missing_field_file): |
| 58 | + """Test that JSON files missing required fields fail validation.""" |
| 59 | + print(f"\nTesting missing field: {missing_field_file['missing_field']} in file: {missing_field_file['file']}") |
| 60 | + json_data = load_json_path(missing_field_file['file']) |
| 61 | + with pytest.raises(ValueError, match=f"Missing required metadata field: {missing_field_file['missing_field']}"): |
| 62 | + validator43(json_data) |
| 63 | + |
| 64 | +@pytest.mark.parametrize("type_error_file", [ |
| 65 | + {"file": "../tests/data/type_error_creators.json", "field": "creators"}, |
| 66 | + {"file": "../tests/data/type_error_dates.json", "field": "dates"}, |
| 67 | +]) |
| 68 | +def test_incorrect_field_types(type_error_file): |
| 69 | + """Test that JSON files with incorrect field types fail validation.""" |
| 70 | + print(f"\nTesting incorrect type in field: {type_error_file['field']} for file: {type_error_file['file']}") |
| 71 | + json_data = load_json_path(type_error_file['file']) |
| 72 | + with pytest.raises(ValueError, match=f"Incorrect type for field: {type_error_file['field']}"): |
| 73 | + validator43(json_data) |
| 74 | + |
| 75 | +def test_multiple_errors(): |
| 76 | + """Test JSON file with multiple issues to check all errors are raised.""" |
| 77 | + json_data = load_json_path("../tests/data/multiple_errors.json") |
| 78 | + with pytest.raises(ValueError, match="Multiple validation errors"): |
| 79 | + validator43(json_data) |
| 80 | + |
| 81 | +def test_error_logging(caplog): |
| 82 | + """Test that errors are logged correctly during validation.""" |
| 83 | + json_data = load_json_path("../tests/data/invalid_datacite43/some_invalid_file.json") |
| 84 | + with caplog.at_level(logging.ERROR): |
| 85 | + with pytest.raises(ValueError): |
| 86 | + validator43(json_data) |
| 87 | + assert "Validation failed" in caplog.text |
| 88 | + |
| 89 | +if __name__ == "__main__": |
| 90 | + # Manual test runner for valid files |
| 91 | + failed_valid_files = [] |
| 92 | + print("\nRunning validation for valid files...") |
| 93 | + for file in tqdm(VALID_DATACITE43_FILES, desc="Valid files"): |
| 94 | + try: |
| 95 | + test_valid_json(file) |
| 96 | + except AssertionError as e: |
| 97 | + failed_valid_files.append(file) |
| 98 | + print(f"Error occurred in valid file: {file}\nError details: {e}") |
| 99 | + |
| 100 | + if not failed_valid_files: |
| 101 | + print("\n✅ All valid files passed validation. Test complete.") |
| 102 | + else: |
| 103 | + print("\n❌ The following valid files failed validation:") |
| 104 | + for failed_file in failed_valid_files: |
| 105 | + print(f"- {failed_file}") |
| 106 | + |
| 107 | + # Manual test runner for invalid files |
| 108 | + passed_invalid_files = [] |
| 109 | + print("\nRunning validation for invalid files...") |
| 110 | + for file in tqdm(INVALID_DATACITE43_FILES, desc="Invalid files"): |
| 111 | + try: |
| 112 | + test_invalid_json(file) |
| 113 | + except AssertionError as e: |
| 114 | + passed_invalid_files.append(file) |
| 115 | + print(f"Error occurred in invalid file: {file}\nError details: {e}") |
| 116 | + |
| 117 | + if not passed_invalid_files: |
| 118 | + print("\n✅ All invalid files failed validation as expected. Test is a success.") |
| 119 | + else: |
| 120 | + print("\n❌ The following invalid files unexpectedly passed validation:") |
| 121 | + for passed_file in passed_invalid_files: |
| 122 | + print(f"- {passed_file}") |
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