|
| 1 | +"""Test cubids apply.""" |
| 2 | + |
| 3 | +import pandas as pd |
| 4 | +import pytest |
| 5 | +from niworkflows.utils.testing import generate_bids_skeleton |
| 6 | + |
| 7 | +relpath_intendedfor_long = { |
| 8 | + "01": [ |
| 9 | + { |
| 10 | + "session": "01", |
| 11 | + "anat": [{"suffix": "T1w", "metadata": {"EchoTime": 1}}], |
| 12 | + "fmap": [ |
| 13 | + { |
| 14 | + "dir": "AP", |
| 15 | + "suffix": "epi", |
| 16 | + "metadata": { |
| 17 | + "IntendedFor": ["ses-01/dwi/sub-01_ses-01_dir-AP_run-01_dwi.nii.gz"], |
| 18 | + }, |
| 19 | + }, |
| 20 | + { |
| 21 | + "dir": "PA", |
| 22 | + "suffix": "epi", |
| 23 | + "metadata": { |
| 24 | + "IntendedFor": ["ses-01/dwi/sub-01_ses-01_dir-AP_run-01_dwi.nii.gz"], |
| 25 | + }, |
| 26 | + }, |
| 27 | + ], |
| 28 | + "dwi": [ |
| 29 | + { |
| 30 | + "dir": "AP", |
| 31 | + "run": "01", |
| 32 | + "suffix": "dwi", |
| 33 | + "metadata": { |
| 34 | + "RepetitionTime": 0.8, |
| 35 | + }, |
| 36 | + } |
| 37 | + ], |
| 38 | + }, |
| 39 | + ], |
| 40 | +} |
| 41 | +bidsuri_intendedfor_long = { |
| 42 | + "01": [ |
| 43 | + { |
| 44 | + "session": "01", |
| 45 | + "anat": [{"suffix": "T1w", "metadata": {"EchoTime": 1}}], |
| 46 | + "fmap": [ |
| 47 | + { |
| 48 | + "dir": "AP", |
| 49 | + "suffix": "epi", |
| 50 | + "metadata": { |
| 51 | + "IntendedFor": [ |
| 52 | + "bids::sub-01/ses-01/dwi/sub-01_ses-01_dir-AP_run-01_dwi.nii.gz" |
| 53 | + ], |
| 54 | + }, |
| 55 | + }, |
| 56 | + { |
| 57 | + "dir": "PA", |
| 58 | + "suffix": "epi", |
| 59 | + "metadata": { |
| 60 | + "IntendedFor": [ |
| 61 | + "bids::sub-01/ses-01/dwi/sub-01_ses-01_dir-AP_run-01_dwi.nii.gz" |
| 62 | + ], |
| 63 | + }, |
| 64 | + }, |
| 65 | + ], |
| 66 | + "dwi": [ |
| 67 | + { |
| 68 | + "dir": "AP", |
| 69 | + "run": "01", |
| 70 | + "suffix": "dwi", |
| 71 | + "metadata": { |
| 72 | + "RepetitionTime": 0.8, |
| 73 | + }, |
| 74 | + } |
| 75 | + ], |
| 76 | + }, |
| 77 | + ], |
| 78 | +} |
| 79 | +relpath_intendedfor_cs = { |
| 80 | + "01": [ |
| 81 | + { |
| 82 | + "anat": [{"suffix": "T1w", "metadata": {"EchoTime": 1}}], |
| 83 | + "fmap": [ |
| 84 | + { |
| 85 | + "dir": "AP", |
| 86 | + "suffix": "epi", |
| 87 | + "metadata": { |
| 88 | + "IntendedFor": ["dwi/sub-01_dir-AP_run-01_dwi.nii.gz"], |
| 89 | + }, |
| 90 | + }, |
| 91 | + { |
| 92 | + "dir": "PA", |
| 93 | + "suffix": "epi", |
| 94 | + "metadata": { |
| 95 | + "IntendedFor": ["dwi/sub-01_dir-AP_run-01_dwi.nii.gz"], |
| 96 | + }, |
| 97 | + }, |
| 98 | + ], |
| 99 | + "dwi": [ |
| 100 | + { |
| 101 | + "dir": "AP", |
| 102 | + "run": "01", |
| 103 | + "suffix": "dwi", |
| 104 | + "metadata": { |
| 105 | + "RepetitionTime": 0.8, |
| 106 | + }, |
| 107 | + } |
| 108 | + ], |
| 109 | + }, |
| 110 | + ], |
| 111 | +} |
| 112 | +bidsuri_intendedfor_cs = { |
| 113 | + "01": [ |
| 114 | + { |
| 115 | + "anat": [{"suffix": "T1w", "metadata": {"EchoTime": 1}}], |
| 116 | + "fmap": [ |
| 117 | + { |
| 118 | + "dir": "AP", |
| 119 | + "suffix": "epi", |
| 120 | + "metadata": { |
| 121 | + "IntendedFor": ["bids::sub-01/dwi/sub-01_dir-AP_run-01_dwi.nii.gz"], |
| 122 | + }, |
| 123 | + }, |
| 124 | + { |
| 125 | + "dir": "PA", |
| 126 | + "suffix": "epi", |
| 127 | + "metadata": { |
| 128 | + "IntendedFor": ["bids::sub-01/dwi/sub-01_dir-AP_run-01_dwi.nii.gz"], |
| 129 | + }, |
| 130 | + }, |
| 131 | + ], |
| 132 | + "dwi": [ |
| 133 | + { |
| 134 | + "dir": "AP", |
| 135 | + "run": "01", |
| 136 | + "suffix": "dwi", |
| 137 | + "metadata": { |
| 138 | + "RepetitionTime": 0.8, |
| 139 | + }, |
| 140 | + } |
| 141 | + ], |
| 142 | + }, |
| 143 | + ], |
| 144 | +} |
| 145 | + |
| 146 | + |
| 147 | +@pytest.fixture(scope="module") |
| 148 | +def files_data(): |
| 149 | + """A dictionary describing a CuBIDS files tsv file for testing.""" |
| 150 | + dict_ = { |
| 151 | + "longitudinal": { |
| 152 | + "ParamGroup": [1, 1, 1, 1], |
| 153 | + "EntitySet": [ |
| 154 | + "datatype-anat_suffix-T1w", |
| 155 | + "datatype-dwi_direction-AP_run-01_suffix-dwi", |
| 156 | + "datatype-fmap_direction-AP_fmap-epi_suffix-epi", |
| 157 | + "datatype-fmap_direction-PA_fmap-epi_suffix-epi", |
| 158 | + ], |
| 159 | + "FilePath": [ |
| 160 | + "/sub-01/ses-01/anat/sub-01_ses-01_T1w.nii.gz", |
| 161 | + "/sub-01/ses-01/dwi/sub-01_ses-01_dir-AP_run-01_dwi.nii.gz", |
| 162 | + "/sub-01/ses-01/fmap/sub-01_ses-01_dir-AP_epi.nii.gz", |
| 163 | + "/sub-01/ses-01/fmap/sub-01_ses-01_dir-PA_epi.nii.gz", |
| 164 | + ], |
| 165 | + "KeyParamGroup": [ |
| 166 | + "datatype-anat_suffix-T1w__1", |
| 167 | + "datatype-dwi_direction-AP_run-01_suffix-dwi__1", |
| 168 | + "datatype-fmap_direction-AP_fmap-epi_suffix-epi__1", |
| 169 | + "datatype-fmap_direction-PA_fmap-epi_suffix-epi__1", |
| 170 | + ], |
| 171 | + }, |
| 172 | + "cross-sectional": { |
| 173 | + "ParamGroup": [1, 1, 1, 1], |
| 174 | + "EntitySet": [ |
| 175 | + "datatype-anat_suffix-T1w", |
| 176 | + "datatype-dwi_direction-AP_run-01_suffix-dwi", |
| 177 | + "datatype-fmap_direction-AP_fmap-epi_suffix-epi", |
| 178 | + "datatype-fmap_direction-PA_fmap-epi_suffix-epi", |
| 179 | + ], |
| 180 | + "FilePath": [ |
| 181 | + "/sub-01/anat/sub-01_T1w.nii.gz", |
| 182 | + "/sub-01/dwi/sub-01_dir-AP_run-01_dwi.nii.gz", |
| 183 | + "/sub-01/fmap/sub-01_dir-AP_epi.nii.gz", |
| 184 | + "/sub-01/fmap/sub-01_dir-PA_epi.nii.gz", |
| 185 | + ], |
| 186 | + "KeyParamGroup": [ |
| 187 | + "datatype-anat_suffix-T1w__1", |
| 188 | + "datatype-dwi_direction-AP_run-01_suffix-dwi__1", |
| 189 | + "datatype-fmap_direction-AP_fmap-epi_suffix-epi__1", |
| 190 | + "datatype-fmap_direction-PA_fmap-epi_suffix-epi__1", |
| 191 | + ], |
| 192 | + }, |
| 193 | + } |
| 194 | + return dict_ |
| 195 | + |
| 196 | + |
| 197 | +@pytest.fixture(scope="module") |
| 198 | +def summary_data(): |
| 199 | + """A dictionary describing a CuBIDS summary tsv file for testing.""" |
| 200 | + dict_ = { |
| 201 | + "RenameEntitySet": [ |
| 202 | + None, |
| 203 | + "acquisition-VAR_datatype-dwi_direction-AP_run-01_suffix-dwi", |
| 204 | + None, |
| 205 | + None, |
| 206 | + ], |
| 207 | + "KeyParamGroup": [ |
| 208 | + "datatype-anat_suffix-T1w__1", |
| 209 | + "datatype-dwi_direction-AP_run-01_suffix-dwi__1", |
| 210 | + "datatype-fmap_direction-AP_fmap-epi_suffix-epi__1", |
| 211 | + "datatype-fmap_direction-PA_fmap-epi_suffix-epi__1", |
| 212 | + ], |
| 213 | + "HasFieldmap": [False, True, False, False], |
| 214 | + "UsedAsFieldmap": [False, False, True, True], |
| 215 | + "MergeInto": [None, None, None, None], |
| 216 | + "EntitySet": [ |
| 217 | + "datatype-anat_suffix-T1w", |
| 218 | + "datatype-dwi_direction-AP_run-01_suffix-dwi", |
| 219 | + "datatype-fmap_direction-AP_fmap-epi_suffix-epi", |
| 220 | + "datatype-fmap_direction-PA_fmap-epi_suffix-epi", |
| 221 | + ], |
| 222 | + "ParamGroup": [1, 1, 1, 1], |
| 223 | + } |
| 224 | + return dict_ |
| 225 | + |
| 226 | + |
| 227 | +@pytest.mark.parametrize( |
| 228 | + ("name", "skeleton", "intended_for", "expected"), |
| 229 | + [ |
| 230 | + ( |
| 231 | + "relpath_long", |
| 232 | + relpath_intendedfor_long, |
| 233 | + # XXX: Should not have extra leading zero in run entity, but that's a known bug. |
| 234 | + "ses-01/dwi/sub-01_ses-01_acq-VAR_dir-AP_run-001_dwi.nii.gz", |
| 235 | + "pass", |
| 236 | + ), |
| 237 | + ( |
| 238 | + "bidsuri_long", |
| 239 | + bidsuri_intendedfor_long, |
| 240 | + # XXX: Should not have extra leading zero in run entity, but that's a known bug. |
| 241 | + "bids::sub-01/ses-01/dwi/sub-01_ses-01_acq-VAR_dir-AP_run-001_dwi.nii.gz", |
| 242 | + "pass", |
| 243 | + ), |
| 244 | + ( |
| 245 | + "relpath_cs", |
| 246 | + relpath_intendedfor_cs, |
| 247 | + # XXX: Should not have extra leading zero in run entity, but that's a known bug. |
| 248 | + # XXX: CuBIDS enforces longitudinal dataset, so this fails. |
| 249 | + "dwi/sub-01_acq-VAR_dir-AP_run-001_dwi.nii.gz", |
| 250 | + TypeError, |
| 251 | + ), |
| 252 | + ( |
| 253 | + "bidsuri_cs", |
| 254 | + bidsuri_intendedfor_cs, |
| 255 | + # XXX: Should not have extra leading zero in run entity, but that's a known bug. |
| 256 | + # XXX: CuBIDS enforces longitudinal dataset, so this fails. |
| 257 | + "bids::sub-01/dwi/sub-01_acq-VAR_dir-AP_run-001_dwi.nii.gz", |
| 258 | + TypeError, |
| 259 | + ), |
| 260 | + ], |
| 261 | +) |
| 262 | +def test_cubids_apply_intendedfor( |
| 263 | + tmpdir, |
| 264 | + summary_data, |
| 265 | + files_data, |
| 266 | + name, |
| 267 | + skeleton, |
| 268 | + intended_for, |
| 269 | + expected, |
| 270 | +): |
| 271 | + """Test cubids apply with different IntendedFor types.""" |
| 272 | + import json |
| 273 | + |
| 274 | + from cubids.workflows import apply |
| 275 | + |
| 276 | + # Generate a BIDS dataset |
| 277 | + bids_dir = tmpdir / name |
| 278 | + generate_bids_skeleton(str(bids_dir), skeleton) |
| 279 | + |
| 280 | + if "long" in name: |
| 281 | + fdata = files_data["longitudinal"] |
| 282 | + fmap_json = bids_dir / "sub-01/ses-01/fmap/sub-01_ses-01_dir-AP_epi.json" |
| 283 | + else: |
| 284 | + fdata = files_data["cross-sectional"] |
| 285 | + fmap_json = bids_dir / "sub-01/fmap/sub-01_dir-AP_epi.json" |
| 286 | + |
| 287 | + # Create a CuBIDS summary tsv |
| 288 | + summary_tsv = tmpdir / "summary.tsv" |
| 289 | + df = pd.DataFrame(summary_data) |
| 290 | + df.to_csv(summary_tsv, sep="\t", index=False) |
| 291 | + |
| 292 | + # Create a CuBIDS files tsv |
| 293 | + files_tsv = tmpdir / "files.tsv" |
| 294 | + df = pd.DataFrame(fdata) |
| 295 | + df.to_csv(files_tsv, sep="\t", index=False) |
| 296 | + |
| 297 | + # Run cubids apply |
| 298 | + if isinstance(expected, str): |
| 299 | + apply( |
| 300 | + bids_dir=str(bids_dir), |
| 301 | + use_datalad=False, |
| 302 | + acq_group_level="subject", |
| 303 | + config=None, |
| 304 | + edited_summary_tsv=summary_tsv, |
| 305 | + files_tsv=files_tsv, |
| 306 | + new_tsv_prefix=None, |
| 307 | + container=None, |
| 308 | + ) |
| 309 | + |
| 310 | + with open(fmap_json) as f: |
| 311 | + metadata = json.load(f) |
| 312 | + |
| 313 | + assert metadata["IntendedFor"] == [intended_for] |
| 314 | + else: |
| 315 | + with pytest.raises(expected): |
| 316 | + apply( |
| 317 | + bids_dir=str(bids_dir), |
| 318 | + use_datalad=False, |
| 319 | + acq_group_level="subject", |
| 320 | + config=None, |
| 321 | + edited_summary_tsv=summary_tsv, |
| 322 | + files_tsv=files_tsv, |
| 323 | + new_tsv_prefix=None, |
| 324 | + container=None, |
| 325 | + ) |
0 commit comments