|
2 | 2 | import shutil |
3 | 3 | import tempfile |
4 | 4 | import unittest |
5 | | -from unittest.mock import patch |
| 5 | +from unittest.mock import MagicMock, patch |
| 6 | + |
| 7 | +import numpy as np |
6 | 8 |
|
7 | 9 | from CodeEntropy.run import RunManager |
8 | 10 |
|
@@ -100,6 +102,308 @@ def test_create_job_folder_with_invalid_job_suffix( |
100 | 102 | self.assertEqual(new_folder_path, expected_path) |
101 | 103 | mock_makedirs.assert_called_once_with(expected_path, exist_ok=True) |
102 | 104 |
|
| 105 | + def test_run_entropy_workflow(self): |
| 106 | + """ |
| 107 | + Test the run_entropy_workflow method to ensure it initializes and executes |
| 108 | + correctly with mocked dependencies. |
| 109 | + """ |
| 110 | + run_manager = RunManager("folder") |
| 111 | + run_manager._logging_config = MagicMock() |
| 112 | + run_manager._config_manager = MagicMock() |
| 113 | + run_manager._data_logger = MagicMock() |
| 114 | + run_manager.folder = self.test_dir |
| 115 | + |
| 116 | + mock_logger = MagicMock() |
| 117 | + run_manager._logging_config.setup_logging.return_value = mock_logger |
| 118 | + |
| 119 | + run_manager._config_manager.load_config.return_value = { |
| 120 | + "test_run": { |
| 121 | + "top_traj_file": ["/path/to/tpr", "/path/to/trr"], |
| 122 | + "selection_string": "all", |
| 123 | + "output_file": "output.json", |
| 124 | + "verbose": True, |
| 125 | + } |
| 126 | + } |
| 127 | + |
| 128 | + mock_args = MagicMock() |
| 129 | + mock_args.output_file = "output.json" |
| 130 | + mock_args.verbose = True |
| 131 | + mock_args.top_traj_file = ["/path/to/tpr", "/path/to/trr"] |
| 132 | + mock_args.selection_string = "all" |
| 133 | + parser = run_manager._config_manager.setup_argparse.return_value |
| 134 | + parser.parse_known_args.return_value = (mock_args, []) |
| 135 | + |
| 136 | + run_manager._config_manager.merge_configs.return_value = mock_args |
| 137 | + |
| 138 | + mock_entropy_manager = MagicMock() |
| 139 | + with unittest.mock.patch( |
| 140 | + "CodeEntropy.run.EntropyManager", return_value=mock_entropy_manager |
| 141 | + ), unittest.mock.patch("CodeEntropy.run.mda.Universe") as mock_universe: |
| 142 | + |
| 143 | + run_manager.run_entropy_workflow() |
| 144 | + |
| 145 | + mock_universe.assert_called_once_with("/path/to/tpr", ["/path/to/trr"]) |
| 146 | + mock_entropy_manager.execute.assert_called_once() |
| 147 | + |
| 148 | + def test_run_configuration_warning(self): |
| 149 | + """ |
| 150 | + Test that a warning is logged when the config entry is not a dictionary. |
| 151 | + """ |
| 152 | + run_manager = RunManager("folder") |
| 153 | + run_manager._logging_config = MagicMock() |
| 154 | + run_manager._config_manager = MagicMock() |
| 155 | + run_manager._data_logger = MagicMock() |
| 156 | + run_manager.folder = self.test_dir |
| 157 | + |
| 158 | + mock_logger = MagicMock() |
| 159 | + run_manager._logging_config.setup_logging.return_value = mock_logger |
| 160 | + |
| 161 | + run_manager._config_manager.load_config.return_value = { |
| 162 | + "invalid_run": "this_should_be_a_dict" |
| 163 | + } |
| 164 | + |
| 165 | + mock_args = MagicMock() |
| 166 | + mock_args.output_file = "output.json" |
| 167 | + mock_args.verbose = False |
| 168 | + |
| 169 | + parser = run_manager._config_manager.setup_argparse.return_value |
| 170 | + parser.parse_known_args.return_value = (mock_args, []) |
| 171 | + run_manager._config_manager.merge_configs.return_value = mock_args |
| 172 | + |
| 173 | + run_manager.run_entropy_workflow() |
| 174 | + |
| 175 | + mock_logger.warning.assert_called_with( |
| 176 | + "Run configuration for invalid_run is not a dictionary." |
| 177 | + ) |
| 178 | + |
| 179 | + def test_run_entropy_workflow_missing_traj_file(self): |
| 180 | + """ |
| 181 | + Test that a ValueError is raised when 'top_traj_file' is missing. |
| 182 | + """ |
| 183 | + run_manager = RunManager("folder") |
| 184 | + run_manager._logging_config = MagicMock() |
| 185 | + run_manager._config_manager = MagicMock() |
| 186 | + run_manager._data_logger = MagicMock() |
| 187 | + run_manager.folder = self.test_dir |
| 188 | + |
| 189 | + mock_logger = MagicMock() |
| 190 | + run_manager._logging_config.setup_logging.return_value = mock_logger |
| 191 | + |
| 192 | + run_manager._config_manager.load_config.return_value = { |
| 193 | + "test_run": { |
| 194 | + "top_traj_file": None, |
| 195 | + "output_file": "output.json", |
| 196 | + "verbose": False, |
| 197 | + } |
| 198 | + } |
| 199 | + |
| 200 | + mock_args = MagicMock() |
| 201 | + mock_args.output_file = "output.json" |
| 202 | + mock_args.verbose = False |
| 203 | + mock_args.top_traj_file = None |
| 204 | + mock_args.selection_string = None |
| 205 | + |
| 206 | + parser = run_manager._config_manager.setup_argparse.return_value |
| 207 | + parser.parse_known_args.return_value = (mock_args, []) |
| 208 | + run_manager._config_manager.merge_configs.return_value = mock_args |
| 209 | + |
| 210 | + with self.assertRaisesRegex(ValueError, "Missing 'top_traj_file' argument."): |
| 211 | + run_manager.run_entropy_workflow() |
| 212 | + |
| 213 | + def test_run_entropy_workflow_missing_selection_string(self): |
| 214 | + """ |
| 215 | + Test that a ValueError is raised when 'selection_string' is missing. |
| 216 | + """ |
| 217 | + run_manager = RunManager("folder") |
| 218 | + run_manager._logging_config = MagicMock() |
| 219 | + run_manager._config_manager = MagicMock() |
| 220 | + run_manager._data_logger = MagicMock() |
| 221 | + run_manager.folder = self.test_dir |
| 222 | + |
| 223 | + mock_logger = MagicMock() |
| 224 | + run_manager._logging_config.setup_logging.return_value = mock_logger |
| 225 | + |
| 226 | + run_manager._config_manager.load_config.return_value = { |
| 227 | + "test_run": { |
| 228 | + "top_traj_file": ["/path/to/tpr", "/path/to/trr"], |
| 229 | + "output_file": "output.json", |
| 230 | + "verbose": False, |
| 231 | + } |
| 232 | + } |
| 233 | + |
| 234 | + mock_args = MagicMock() |
| 235 | + mock_args.output_file = "output.json" |
| 236 | + mock_args.verbose = False |
| 237 | + mock_args.top_traj_file = ["/path/to/tpr", "/path/to/trr"] |
| 238 | + mock_args.selection_string = None |
| 239 | + |
| 240 | + parser = run_manager._config_manager.setup_argparse.return_value |
| 241 | + parser.parse_known_args.return_value = (mock_args, []) |
| 242 | + run_manager._config_manager.merge_configs.return_value = mock_args |
| 243 | + |
| 244 | + with self.assertRaisesRegex(ValueError, "Missing 'selection_string' argument."): |
| 245 | + run_manager.run_entropy_workflow() |
| 246 | + |
| 247 | + @patch("CodeEntropy.run.AnalysisFromFunction") |
| 248 | + @patch("CodeEntropy.run.mda.Merge") |
| 249 | + def test_new_U_select_frame(self, MockMerge, MockAnalysisFromFunction): |
| 250 | + # Mock Universe and its components |
| 251 | + mock_universe = MagicMock() |
| 252 | + mock_trajectory = MagicMock() |
| 253 | + mock_trajectory.__len__.return_value = 10 |
| 254 | + mock_universe.trajectory = mock_trajectory |
| 255 | + |
| 256 | + mock_select_atoms = MagicMock() |
| 257 | + mock_universe.select_atoms.return_value = mock_select_atoms |
| 258 | + |
| 259 | + # Mock AnalysisFromFunction results for coordinates, forces, and dimensions |
| 260 | + coords = np.random.rand(10, 100, 3) |
| 261 | + forces = np.random.rand(10, 100, 3) |
| 262 | + dims = np.random.rand(10, 3) |
| 263 | + |
| 264 | + mock_coords_analysis = MagicMock() |
| 265 | + mock_coords_analysis.run.return_value.results = {"timeseries": coords} |
| 266 | + |
| 267 | + mock_forces_analysis = MagicMock() |
| 268 | + mock_forces_analysis.run.return_value.results = {"timeseries": forces} |
| 269 | + |
| 270 | + mock_dims_analysis = MagicMock() |
| 271 | + mock_dims_analysis.run.return_value.results = {"timeseries": dims} |
| 272 | + |
| 273 | + # Set the side effects for the three AnalysisFromFunction calls |
| 274 | + MockAnalysisFromFunction.side_effect = [ |
| 275 | + mock_coords_analysis, |
| 276 | + mock_forces_analysis, |
| 277 | + mock_dims_analysis, |
| 278 | + ] |
| 279 | + |
| 280 | + # Mock the merge operation |
| 281 | + mock_merged_universe = MagicMock() |
| 282 | + MockMerge.return_value = mock_merged_universe |
| 283 | + |
| 284 | + run_manager = RunManager("folder") |
| 285 | + result = run_manager.new_U_select_frame(mock_universe) |
| 286 | + |
| 287 | + mock_universe.select_atoms.assert_called_once_with("all", updating=True) |
| 288 | + MockMerge.assert_called_once_with(mock_select_atoms) |
| 289 | + |
| 290 | + # Ensure the 'load_new' method was called with the correct arguments |
| 291 | + mock_merged_universe.load_new.assert_called_once() |
| 292 | + args, kwargs = mock_merged_universe.load_new.call_args |
| 293 | + |
| 294 | + # Assert that the arrays are passed correctly |
| 295 | + np.testing.assert_array_equal(args[0], coords) |
| 296 | + np.testing.assert_array_equal(kwargs["forces"], forces) |
| 297 | + np.testing.assert_array_equal(kwargs["dimensions"], dims) |
| 298 | + |
| 299 | + # Check if format was included in the kwargs |
| 300 | + self.assertIn("format", kwargs) |
| 301 | + |
| 302 | + # Ensure the result is the mock merged universe |
| 303 | + self.assertEqual(result, mock_merged_universe) |
| 304 | + |
| 305 | + @patch("CodeEntropy.run.AnalysisFromFunction") |
| 306 | + @patch("CodeEntropy.run.mda.Merge") |
| 307 | + def test_new_U_select_atom(self, MockMerge, MockAnalysisFromFunction): |
| 308 | + # Mock Universe and its components |
| 309 | + mock_universe = MagicMock() |
| 310 | + mock_select_atoms = MagicMock() |
| 311 | + mock_universe.select_atoms.return_value = mock_select_atoms |
| 312 | + |
| 313 | + # Mock AnalysisFromFunction results for coordinates, forces, and dimensions |
| 314 | + coords = np.random.rand(10, 100, 3) |
| 315 | + forces = np.random.rand(10, 100, 3) |
| 316 | + dims = np.random.rand(10, 3) |
| 317 | + |
| 318 | + mock_coords_analysis = MagicMock() |
| 319 | + mock_coords_analysis.run.return_value.results = {"timeseries": coords} |
| 320 | + |
| 321 | + mock_forces_analysis = MagicMock() |
| 322 | + mock_forces_analysis.run.return_value.results = {"timeseries": forces} |
| 323 | + |
| 324 | + mock_dims_analysis = MagicMock() |
| 325 | + mock_dims_analysis.run.return_value.results = {"timeseries": dims} |
| 326 | + |
| 327 | + # Set the side effects for the three AnalysisFromFunction calls |
| 328 | + MockAnalysisFromFunction.side_effect = [ |
| 329 | + mock_coords_analysis, |
| 330 | + mock_forces_analysis, |
| 331 | + mock_dims_analysis, |
| 332 | + ] |
| 333 | + |
| 334 | + # Mock the merge operation |
| 335 | + mock_merged_universe = MagicMock() |
| 336 | + MockMerge.return_value = mock_merged_universe |
| 337 | + |
| 338 | + run_manager = RunManager("folder") |
| 339 | + result = run_manager.new_U_select_atom( |
| 340 | + mock_universe, select_string="resid 1-10" |
| 341 | + ) |
| 342 | + |
| 343 | + mock_universe.select_atoms.assert_called_once_with("resid 1-10", updating=True) |
| 344 | + MockMerge.assert_called_once_with(mock_select_atoms) |
| 345 | + |
| 346 | + # Ensure the 'load_new' method was called with the correct arguments |
| 347 | + mock_merged_universe.load_new.assert_called_once() |
| 348 | + args, kwargs = mock_merged_universe.load_new.call_args |
| 349 | + |
| 350 | + # Assert that the arrays are passed correctly |
| 351 | + np.testing.assert_array_equal(args[0], coords) |
| 352 | + np.testing.assert_array_equal(kwargs["forces"], forces) |
| 353 | + np.testing.assert_array_equal(kwargs["dimensions"], dims) |
| 354 | + |
| 355 | + # Check if format was included in the kwargs |
| 356 | + self.assertIn("format", kwargs) |
| 357 | + |
| 358 | + # Ensure the result is the mock merged universe |
| 359 | + self.assertEqual(result, mock_merged_universe) |
| 360 | + |
| 361 | + @patch("CodeEntropy.run.pickle.dump") |
| 362 | + @patch("CodeEntropy.run.open", create=True) |
| 363 | + def test_write_universe(self, mock_open, mock_pickle_dump): |
| 364 | + # Mock Universe |
| 365 | + mock_universe = MagicMock() |
| 366 | + |
| 367 | + # Mock the file object returned by open |
| 368 | + mock_file = MagicMock() |
| 369 | + mock_open.return_value = mock_file |
| 370 | + |
| 371 | + run_manager = RunManager("folder") |
| 372 | + result = run_manager.write_universe(mock_universe, name="test_universe") |
| 373 | + |
| 374 | + mock_open.assert_called_once_with("test_universe.pkl", "wb") |
| 375 | + |
| 376 | + # Ensure pickle.dump() was called |
| 377 | + mock_pickle_dump.assert_called_once_with(mock_universe, mock_file) |
| 378 | + |
| 379 | + # Ensure the method returns the correct filename |
| 380 | + self.assertEqual(result, "test_universe") |
| 381 | + |
| 382 | + @patch("CodeEntropy.run.pickle.load") |
| 383 | + @patch("CodeEntropy.run.open", create=True) |
| 384 | + def test_read_universe(self, mock_open, mock_pickle_load): |
| 385 | + # Mock the file object returned by open |
| 386 | + mock_file = MagicMock() |
| 387 | + mock_open.return_value = mock_file |
| 388 | + |
| 389 | + # Mock Universe to return when pickle.load is called |
| 390 | + mock_universe = MagicMock() |
| 391 | + mock_pickle_load.return_value = mock_universe |
| 392 | + |
| 393 | + # Path to the mock file |
| 394 | + path = "test_universe.pkl" |
| 395 | + |
| 396 | + run_manager = RunManager("folder") |
| 397 | + result = run_manager.read_universe(path) |
| 398 | + |
| 399 | + mock_open.assert_called_once_with(path, "rb") |
| 400 | + |
| 401 | + # Ensure pickle.load() was called with the mock file object |
| 402 | + mock_pickle_load.assert_called_once_with(mock_file) |
| 403 | + |
| 404 | + # Ensure the method returns the correct mock universe |
| 405 | + self.assertEqual(result, mock_universe) |
| 406 | + |
103 | 407 |
|
104 | 408 | if __name__ == "__main__": |
105 | 409 | unittest.main() |
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