"""Shared test fixtures.""" from __future__ import annotations import tempfile from pathlib import Path from typing import TYPE_CHECKING import nibabel as nib import numpy as np import pytest from stroke_deepisles_demo.core.types import CaseFiles if TYPE_CHECKING: from collections.abc import Generator @pytest.fixture def temp_dir() -> Generator[Path, None, None]: """Create a temporary directory for test outputs.""" with tempfile.TemporaryDirectory() as td: yield Path(td) @pytest.fixture def synthetic_nifti_3d(temp_dir: Path) -> Path: """Create a minimal synthetic 3D NIfTI file.""" data = np.random.rand(10, 10, 10).astype(np.float32) img = nib.Nifti1Image(data, affine=np.eye(4)) # type: ignore path = temp_dir / "synthetic.nii.gz" nib.save(img, path) # type: ignore return path @pytest.fixture def synthetic_case_files(temp_dir: Path) -> CaseFiles: """Create a complete set of synthetic case files.""" # Create DWI dwi_data = np.random.rand(64, 64, 30).astype(np.float32) dwi_img = nib.Nifti1Image(dwi_data, affine=np.eye(4)) # type: ignore dwi_path = temp_dir / "dwi.nii.gz" nib.save(dwi_img, dwi_path) # type: ignore # Create ADC adc_data = np.random.rand(64, 64, 30).astype(np.float32) * 2000 adc_img = nib.Nifti1Image(adc_data, affine=np.eye(4)) # type: ignore adc_path = temp_dir / "adc.nii.gz" nib.save(adc_img, adc_path) # type: ignore # Create mask mask_data = (np.random.rand(64, 64, 30) > 0.9).astype(np.uint8) mask_img = nib.Nifti1Image(mask_data, affine=np.eye(4)) # type: ignore mask_path = temp_dir / "mask.nii.gz" nib.save(mask_img, mask_path) # type: ignore return CaseFiles( dwi=dwi_path, adc=adc_path, ground_truth=mask_path, ) @pytest.fixture def synthetic_isles_dir(temp_dir: Path) -> Path: """ Create synthetic ISLES24-like directory structure. Structure: temp_dir/ ├── Images-DWI/ │ ├── sub-stroke0001_ses-02_dwi.nii.gz │ └── sub-stroke0002_ses-02_dwi.nii.gz ├── Images-ADC/ │ ├── sub-stroke0001_ses-02_adc.nii.gz │ └── sub-stroke0002_ses-02_adc.nii.gz └── Masks/ ├── sub-stroke0001_ses-02_lesion-msk.nii.gz └── sub-stroke0002_ses-02_lesion-msk.nii.gz """ dwi_dir = temp_dir / "Images-DWI" adc_dir = temp_dir / "Images-ADC" mask_dir = temp_dir / "Masks" dwi_dir.mkdir() adc_dir.mkdir() mask_dir.mkdir() for subject_num in [1, 2]: subject_id = f"sub-stroke{subject_num:04d}" # Create DWI dwi_data = np.random.rand(10, 10, 5).astype(np.float32) dwi_img = nib.Nifti1Image(dwi_data, affine=np.eye(4)) # type: ignore nib.save(dwi_img, dwi_dir / f"{subject_id}_ses-02_dwi.nii.gz") # type: ignore # Create ADC adc_data = np.random.rand(10, 10, 5).astype(np.float32) * 2000 adc_img = nib.Nifti1Image(adc_data, affine=np.eye(4)) # type: ignore nib.save(adc_img, adc_dir / f"{subject_id}_ses-02_adc.nii.gz") # type: ignore # Create Mask mask_data = (np.random.rand(10, 10, 5) > 0.9).astype(np.uint8) mask_img = nib.Nifti1Image(mask_data, affine=np.eye(4)) # type: ignore nib.save(mask_img, mask_dir / f"{subject_id}_ses-02_lesion-msk.nii.gz") # type: ignore return temp_dir