|
| 1 | +"""Test suite for example files. |
| 2 | +
|
| 3 | +This module validates all example files in the example/ directory, |
| 4 | +including marimo apps, Jupyter notebooks, YAML configs, and data files. |
| 5 | +Tests verify syntax validity, structural integrity, and import compatibility |
| 6 | +without executing full training/inference workflows. |
| 7 | +""" |
| 8 | + |
| 9 | +import ast |
| 10 | +import json |
| 11 | +from pathlib import Path |
| 12 | + |
| 13 | +import pandas as pd |
| 14 | +import pytest |
| 15 | +import yaml |
| 16 | + |
| 17 | +# Base path for examples |
| 18 | +EXAMPLE_DIR = Path(__file__).parent.parent.parent / "example" |
| 19 | + |
| 20 | + |
| 21 | +# ────────────────────────────────────────────────────────────────────────────── |
| 22 | +# Helpers |
| 23 | +# ────────────────────────────────────────────────────────────────────────────── |
| 24 | +def _is_magic_or_comment_only(source: str) -> bool: |
| 25 | + """Check if a notebook cell contains only Jupyter magic commands or comments.""" |
| 26 | + lines = source.splitlines() |
| 27 | + code_lines = [ |
| 28 | + line |
| 29 | + for line in lines |
| 30 | + if line.strip() |
| 31 | + and not line.strip().startswith("!") |
| 32 | + and not line.strip().startswith("%") |
| 33 | + and not line.strip().startswith("#") |
| 34 | + ] |
| 35 | + return len(code_lines) == 0 |
| 36 | + |
| 37 | + |
| 38 | +def _strip_magic_lines(source: str) -> str: |
| 39 | + """Remove Jupyter magic command lines from source.""" |
| 40 | + lines = source.splitlines() |
| 41 | + return "\n".join( |
| 42 | + line |
| 43 | + for line in lines |
| 44 | + if line.strip() |
| 45 | + and not line.strip().startswith("!") |
| 46 | + and not line.strip().startswith("%") |
| 47 | + ) |
| 48 | + |
| 49 | + |
| 50 | +# ────────────────────────────────────────────────────────────────────────────── |
| 51 | +# File discovery helpers (module level for parametrize) |
| 52 | +# ────────────────────────────────────────────────────────────────────────────── |
| 53 | +def _get_marimo_files(): |
| 54 | + marimo_dir = EXAMPLE_DIR / "marimo" |
| 55 | + files = [] |
| 56 | + if marimo_dir.exists(): |
| 57 | + for subdir in sorted(marimo_dir.iterdir()): |
| 58 | + if subdir.is_dir(): |
| 59 | + for py_file in sorted(subdir.glob("*.py")): |
| 60 | + files.append(py_file) |
| 61 | + return files |
| 62 | + |
| 63 | + |
| 64 | +def _get_notebook_files(): |
| 65 | + dirs = [EXAMPLE_DIR / "notebooks", EXAMPLE_DIR / "mcp_example"] |
| 66 | + files = [] |
| 67 | + for nb_dir in dirs: |
| 68 | + if nb_dir.exists(): |
| 69 | + for nb_file in sorted(nb_dir.rglob("*.ipynb")): |
| 70 | + if ".ipynb_checkpoints" not in str(nb_file): |
| 71 | + files.append(nb_file) |
| 72 | + return files |
| 73 | + |
| 74 | + |
| 75 | +def _get_yaml_files(): |
| 76 | + files = list(EXAMPLE_DIR.rglob("*.yaml")) + list(EXAMPLE_DIR.rglob("*.yml")) |
| 77 | + return sorted(files) |
| 78 | + |
| 79 | + |
| 80 | +def _get_csv_files(): |
| 81 | + return sorted(EXAMPLE_DIR.rglob("*.csv")) |
| 82 | + |
| 83 | + |
| 84 | +def _get_excel_files(): |
| 85 | + return sorted(EXAMPLE_DIR.rglob("*.xlsx")) |
| 86 | + |
| 87 | + |
| 88 | +MARIMO_FILES = _get_marimo_files() |
| 89 | +NOTEBOOK_FILES = _get_notebook_files() |
| 90 | +YAML_FILES = _get_yaml_files() |
| 91 | +CSV_FILES = _get_csv_files() |
| 92 | +EXCEL_FILES = _get_excel_files() |
| 93 | + |
| 94 | + |
| 95 | +# ────────────────────────────────────────────────────────────────────────────── |
| 96 | +# Marimo Examples |
| 97 | +# ────────────────────────────────────────────────────────────────────────────── |
| 98 | +class TestMarimoExamples: |
| 99 | + """Test cases for marimo example applications.""" |
| 100 | + |
| 101 | + @pytest.mark.skipif(not MARIMO_FILES, reason="No marimo files found") |
| 102 | + @pytest.mark.parametrize( |
| 103 | + "py_file", |
| 104 | + MARIMO_FILES, |
| 105 | + ids=lambda p: str(p.relative_to(EXAMPLE_DIR)), |
| 106 | + ) |
| 107 | + def test_marimo_syntax(self, py_file: Path): |
| 108 | + """Test that marimo .py files have valid Python syntax.""" |
| 109 | + source = py_file.read_text(encoding="utf-8") |
| 110 | + try: |
| 111 | + ast.parse(source) |
| 112 | + except SyntaxError as e: |
| 113 | + pytest.fail(f"Syntax error in {py_file.name}: {e}") |
| 114 | + |
| 115 | + @pytest.mark.skipif(not MARIMO_FILES, reason="No marimo files found") |
| 116 | + @pytest.mark.parametrize( |
| 117 | + "py_file", |
| 118 | + MARIMO_FILES, |
| 119 | + ids=lambda p: str(p.relative_to(EXAMPLE_DIR)), |
| 120 | + ) |
| 121 | + def test_marimo_imports(self, py_file: Path): |
| 122 | + """Test that import cells in marimo files can be executed.""" |
| 123 | + source = py_file.read_text(encoding="utf-8") |
| 124 | + tree = ast.parse(source) |
| 125 | + |
| 126 | + import_cells = [] |
| 127 | + for node in ast.walk(tree): |
| 128 | + if isinstance(node, ast.FunctionDef): |
| 129 | + is_app_cell = any( |
| 130 | + isinstance(d, ast.Attribute) and d.attr == "cell" |
| 131 | + for d in node.decorator_list |
| 132 | + ) |
| 133 | + if is_app_cell and "import " in ast.unparse(node): |
| 134 | + import_cells.append(ast.unparse(node)) |
| 135 | + |
| 136 | + if not import_cells: |
| 137 | + pytest.skip("No import cells found") |
| 138 | + |
| 139 | + for cell in import_cells: |
| 140 | + try: |
| 141 | + compiled = compile(cell, str(py_file), "exec") |
| 142 | + exec(compiled, {"__file__": str(py_file)}) |
| 143 | + except (ImportError, ModuleNotFoundError) as e: |
| 144 | + pytest.fail(f"Import error in {py_file.name}: {e}") |
| 145 | + except Exception: |
| 146 | + # Non-import errors (e.g., missing data files, UI calls) are acceptable |
| 147 | + pass |
| 148 | + |
| 149 | + |
| 150 | +# ────────────────────────────────────────────────────────────────────────────── |
| 151 | +# Jupyter Notebooks |
| 152 | +# ────────────────────────────────────────────────────────────────────────────── |
| 153 | +class TestNotebookExamples: |
| 154 | + """Test cases for Jupyter notebook examples.""" |
| 155 | + |
| 156 | + @pytest.mark.skipif(not NOTEBOOK_FILES, reason="No notebook files found") |
| 157 | + @pytest.mark.parametrize( |
| 158 | + "nb_file", |
| 159 | + NOTEBOOK_FILES, |
| 160 | + ids=lambda p: str(p.relative_to(EXAMPLE_DIR)), |
| 161 | + ) |
| 162 | + def test_notebook_json_validity(self, nb_file: Path): |
| 163 | + """Test that notebooks are valid JSON with correct schema.""" |
| 164 | + content = nb_file.read_text(encoding="utf-8") |
| 165 | + try: |
| 166 | + nb = json.loads(content) |
| 167 | + except json.JSONDecodeError as e: |
| 168 | + pytest.fail(f"Invalid JSON in {nb_file.name}: {e}") |
| 169 | + |
| 170 | + assert isinstance(nb, dict), "Notebook root must be a dict" |
| 171 | + assert "cells" in nb, "Missing 'cells' key" |
| 172 | + assert "nbformat" in nb, "Missing 'nbformat' key" |
| 173 | + assert isinstance(nb["cells"], list), "'cells' must be a list" |
| 174 | + |
| 175 | + for i, cell in enumerate(nb["cells"]): |
| 176 | + assert "cell_type" in cell, f"Cell {i}: missing 'cell_type'" |
| 177 | + assert cell["cell_type"] in ( |
| 178 | + "code", |
| 179 | + "markdown", |
| 180 | + "raw", |
| 181 | + ), f"Cell {i}: invalid cell_type" |
| 182 | + assert "source" in cell, f"Cell {i}: missing 'source'" |
| 183 | + |
| 184 | + @pytest.mark.skipif(not NOTEBOOK_FILES, reason="No notebook files found") |
| 185 | + @pytest.mark.parametrize( |
| 186 | + "nb_file", |
| 187 | + NOTEBOOK_FILES, |
| 188 | + ids=lambda p: str(p.relative_to(EXAMPLE_DIR)), |
| 189 | + ) |
| 190 | + def test_notebook_cell_syntax(self, nb_file: Path): |
| 191 | + """Test that code cells have valid Python syntax.""" |
| 192 | + content = nb_file.read_text(encoding="utf-8") |
| 193 | + nb = json.loads(content) |
| 194 | + |
| 195 | + errors = [] |
| 196 | + for i, cell in enumerate(nb["cells"]): |
| 197 | + if cell["cell_type"] != "code": |
| 198 | + continue |
| 199 | + |
| 200 | + source = ( |
| 201 | + "".join(cell["source"]) |
| 202 | + if isinstance(cell["source"], list) |
| 203 | + else cell["source"] |
| 204 | + ) |
| 205 | + if not source.strip(): |
| 206 | + continue |
| 207 | + |
| 208 | + if _is_magic_or_comment_only(source): |
| 209 | + continue |
| 210 | + |
| 211 | + clean_source = _strip_magic_lines(source) |
| 212 | + if not clean_source.strip(): |
| 213 | + continue |
| 214 | + |
| 215 | + try: |
| 216 | + ast.parse(clean_source) |
| 217 | + except SyntaxError as e: |
| 218 | + errors.append(f"Cell {i}: {e}") |
| 219 | + |
| 220 | + if errors: |
| 221 | + pytest.fail( |
| 222 | + f"Syntax errors in {nb_file.name}: {', '.join(errors[:3])}" |
| 223 | + ) |
| 224 | + |
| 225 | + @pytest.mark.skipif(not NOTEBOOK_FILES, reason="No notebook files found") |
| 226 | + @pytest.mark.parametrize( |
| 227 | + "nb_file", |
| 228 | + NOTEBOOK_FILES, |
| 229 | + ids=lambda p: str(p.relative_to(EXAMPLE_DIR)), |
| 230 | + ) |
| 231 | + def test_notebook_imports(self, nb_file: Path): |
| 232 | + """Test that import statements in notebooks can be resolved.""" |
| 233 | + content = nb_file.read_text(encoding="utf-8") |
| 234 | + nb = json.loads(content) |
| 235 | + |
| 236 | + import_statements = [] |
| 237 | + for cell in nb["cells"]: |
| 238 | + if cell["cell_type"] != "code": |
| 239 | + continue |
| 240 | + |
| 241 | + source = ( |
| 242 | + "".join(cell["source"]) |
| 243 | + if isinstance(cell["source"], list) |
| 244 | + else cell["source"] |
| 245 | + ) |
| 246 | + if _is_magic_or_comment_only(source): |
| 247 | + continue |
| 248 | + |
| 249 | + clean_source = _strip_magic_lines(source) |
| 250 | + if not clean_source.strip(): |
| 251 | + continue |
| 252 | + |
| 253 | + try: |
| 254 | + tree = ast.parse(clean_source) |
| 255 | + for node in ast.walk(tree): |
| 256 | + if isinstance(node, (ast.Import, ast.ImportFrom)): |
| 257 | + import_statements.append(ast.unparse(node)) |
| 258 | + except SyntaxError: |
| 259 | + continue |
| 260 | + |
| 261 | + if not import_statements: |
| 262 | + pytest.skip("No import statements found") |
| 263 | + |
| 264 | + failed = [] |
| 265 | + for stmt in import_statements: |
| 266 | + try: |
| 267 | + exec(compile(stmt, str(nb_file), "exec"), {}) |
| 268 | + except (ImportError, ModuleNotFoundError) as e: |
| 269 | + failed.append(f"{stmt}: {e}") |
| 270 | + |
| 271 | + if failed: |
| 272 | + pytest.fail( |
| 273 | + f"Failed imports in {nb_file.name}: {', '.join(failed[:3])}" |
| 274 | + ) |
| 275 | + |
| 276 | + |
| 277 | +# ────────────────────────────────────────────────────────────────────────────── |
| 278 | +# YAML Configs |
| 279 | +# ────────────────────────────────────────────────────────────────────────────── |
| 280 | +class TestYamlConfigs: |
| 281 | + """Test cases for YAML configuration files in examples.""" |
| 282 | + |
| 283 | + @pytest.mark.skipif(not YAML_FILES, reason="No YAML files found") |
| 284 | + @pytest.mark.parametrize( |
| 285 | + "yaml_file", |
| 286 | + YAML_FILES, |
| 287 | + ids=lambda p: str(p.relative_to(EXAMPLE_DIR)), |
| 288 | + ) |
| 289 | + def test_yaml_validity(self, yaml_file: Path): |
| 290 | + """Test that YAML config files parse correctly.""" |
| 291 | + content = yaml_file.read_text(encoding="utf-8") |
| 292 | + try: |
| 293 | + yaml.safe_load(content) |
| 294 | + except yaml.YAMLError as e: |
| 295 | + pytest.fail(f"YAML error in {yaml_file.name}: {e}") |
| 296 | + |
| 297 | + |
| 298 | +# ────────────────────────────────────────────────────────────────────────────── |
| 299 | +# Data Files |
| 300 | +# ────────────────────────────────────────────────────────────────────────────── |
| 301 | +class TestDataFiles: |
| 302 | + """Test cases for CSV and Excel data files in examples.""" |
| 303 | + |
| 304 | + @pytest.mark.skipif(not CSV_FILES, reason="No CSV files found") |
| 305 | + @pytest.mark.parametrize( |
| 306 | + "csv_file", |
| 307 | + CSV_FILES, |
| 308 | + ids=lambda p: str(p.relative_to(EXAMPLE_DIR)), |
| 309 | + ) |
| 310 | + def test_csv_readable(self, csv_file: Path): |
| 311 | + """Test that CSV files can be read by pandas.""" |
| 312 | + try: |
| 313 | + df = pd.read_csv(csv_file) |
| 314 | + assert len(df.columns) > 0, f"CSV {csv_file.name} has no columns" |
| 315 | + except Exception as e: |
| 316 | + pytest.fail(f"Cannot read CSV {csv_file.name}: {e}") |
| 317 | + |
| 318 | + @pytest.mark.skipif(not EXCEL_FILES, reason="No Excel files found") |
| 319 | + @pytest.mark.parametrize( |
| 320 | + "excel_file", |
| 321 | + EXCEL_FILES, |
| 322 | + ids=lambda p: str(p.relative_to(EXAMPLE_DIR)), |
| 323 | + ) |
| 324 | + def test_excel_readable(self, excel_file: Path): |
| 325 | + """Test that Excel files can be read by pandas.""" |
| 326 | + try: |
| 327 | + df = pd.read_excel(excel_file) |
| 328 | + assert len(df.columns) > 0, f"Excel {excel_file.name} has no columns" |
| 329 | + except Exception as e: |
| 330 | + pytest.fail(f"Cannot read Excel {excel_file.name}: {e}") |
| 331 | + |
| 332 | + |
| 333 | +if __name__ == "__main__": |
| 334 | + pytest.main([__file__, "-v"]) |
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