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TST: Add test for TSV querying / age conversion
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from pathlib import Path | ||
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import pytest | ||
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from nibabies.utils.bids import _get_age_from_tsv | ||
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def create_tsv(data: dict, out_file: Path) -> None: | ||
import pandas as pd | ||
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pd.DataFrame(data).to_csv(out_file, index=False, sep='\t') | ||
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def create_sidecar(tsv_file: Path, units) -> None: | ||
import json | ||
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out_file = tsv_file.with_suffix('.json') | ||
data = {'age': {'Units': units}} | ||
out_file.write_text(json.dumps(data)) | ||
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age = {'age': [4, 4, 4]} | ||
age_weeks = {'age_weeks': [4, 8, 12]} | ||
age_months = {'age_months': [3, 6, 9]} | ||
age_years = {'age_years': [1, 1, 2]} | ||
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@pytest.mark.parametrize( | ||
('idx_col', 'idx_val', 'data', 'sidecar', 'expected'), | ||
[ | ||
('session_id', 'x1', age, False, None), | ||
('session_id', 'x1', age, 'months', 4), | ||
('session_id', 'x1', age, 'weeks', 1), # Convert from 4 weeks -> 1 month | ||
('session_id', 'x1', age, ['months', 'weeks'], None), | ||
('session_id', 'x2', age_weeks, False, 2), | ||
('participant_id', 'x1', age_months, False, 3), | ||
('participant_id', 'x3', age_years, False, 24), | ||
('session_id', 'x3', {**age_months, **age}, False, 9), | ||
(None, None, age_months, False, 3), | ||
], | ||
) | ||
def test_get_age_from_tsv(tmp_path, idx_col, idx_val, data, sidecar, expected): | ||
tsv_file = tmp_path / 'test-age-parsing.tsv' | ||
base = {} | ||
if idx_col is not None: | ||
base[idx_col] = ['x1', 'x2', 'x3'] | ||
create_tsv({**base, **data}, tsv_file) | ||
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if sidecar: | ||
create_sidecar(tsv_file, sidecar) | ||
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res = _get_age_from_tsv(tsv_file, idx_col, idx_val) | ||
assert res == expected |