From 97a286eb9b28cf645c655d08c876ee630955430e Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Jon=20Haitz=20Legarreta=20Gorro=C3=B1o?= Date: Mon, 6 May 2024 18:55:13 -0400 Subject: [PATCH 1/6] ENH: Add DWI volume plot method Add DWI volume plot method. --- nireports/reportlets/modality/dwi.py | 56 ++++++++++++++++++++++++++++ nireports/tests/test_dwi.py | 29 +++++++++++++- 2 files changed, 84 insertions(+), 1 deletion(-) diff --git a/nireports/reportlets/modality/dwi.py b/nireports/reportlets/modality/dwi.py index 7c1d7b5a..5ffaea5e 100644 --- a/nireports/reportlets/modality/dwi.py +++ b/nireports/reportlets/modality/dwi.py @@ -21,10 +21,66 @@ # https://www.nipreps.org/community/licensing/ # """Visualizations for diffusion MRI data.""" +import nibabel as nb import numpy as np from matplotlib import pyplot as plt from matplotlib.pyplot import cm from mpl_toolkits.mplot3d import art3d +from nilearn.plotting import plot_anat + + +def plot_dwi(dataobj, affine, gradient=None, **kwargs): + """ + Plot orthogonal (axial, coronal, sagittal) slices of a given DWI volume. The + slices displayed are determined by a tuple contained in the ``cut_coords`` + keyword argument. + + Parameters + ---------- + dataobj : :obj:`numpy.ndarray` + DWI volume data: a single 3D volume from a given gradient direction. + affine : :obj:`numpy.ndarray` + Affine transformation matrix. + gradient : :obj:`numpy.ndarray` + Gradient values in RAS+b format at the chosen gradient direction. + kwargs : :obj:`dict` + Extra args given to :obj:`nilearn.plotting.plot_anat()`. + + Returns + ------- + :class:`nilearn.plotting.displays.OrthoSlicer` or None + An instance of the OrthoSlicer class. If ``output_file`` is defined, + None is returned. + + """ + + plt.rcParams.update( + { + "text.usetex": True, + "font.family": "sans-serif", + "font.sans-serif": ["Helvetica"], + } + ) + + affine = np.diag(nb.affines.voxel_sizes(affine).tolist() + [1]) + affine[:3, 3] = -1.0 * (affine[:3, :3] @ ((np.array(dataobj.shape) - 1) * 0.5)) + + vmax = kwargs.pop("vmax", None) or np.percentile(dataobj, 98) + cut_coords = kwargs.pop("cut_coords", None) or (0, 0, 0) + + return plot_anat( + nb.Nifti1Image(dataobj, affine, None), + vmax=vmax, + cut_coords=cut_coords, + title=( + r"Reference $b$=0" + if gradient is None + else f"""\ +$b$={gradient[3].astype(int)}, \ +$\\vec{{b}}$ = ({', '.join(str(v) for v in gradient[:3])})""" + ), + **kwargs, + ) def plot_heatmap( diff --git a/nireports/tests/test_dwi.py b/nireports/tests/test_dwi.py index 830e3bc0..84257532 100644 --- a/nireports/tests/test_dwi.py +++ b/nireports/tests/test_dwi.py @@ -23,11 +23,38 @@ """Test DWI reportlets.""" import pytest +from pathlib import Path +import nibabel as nb import numpy as np from matplotlib import pyplot as plt -from nireports.reportlets.modality.dwi import plot_gradients +from nireports.reportlets.modality.dwi import plot_dwi, plot_gradients + + +@pytest.mark.parametrize( + 'dwi', 'dwi_btable', + ['ds000114_sub-01_ses-test_dwi.nii.gz', 'ds000114_singleshell'], +) +def test_plot_dwi(tmp_path, testdata_path, dwi, dwi_btable, outdir): + """Check the plot of DWI data.""" + + dwi_img = nb.load(testdata_path / f'{dwi}') + affine = dwi_img.affine + + bvecs = np.loadtxt(testdata_path / f'{dwi_btable}.bvec').T + bvals = np.loadtxt(testdata_path / f'{dwi_btable}.bval') + + gradients = np.hstack([bvecs, bvals[:, None]]) + + # Pick a random volume to show + rng = np.random.default_rng(1234) + idx = rng.integers(low=0, high=len(bvals), size=1).item() + + _ = plot_dwi(dwi_img.get_fdata()[..., idx], affine, gradient=gradients[idx]) + + if outdir is not None: + plt.savefig(outdir / f'{Path(dwi).with_suffix("").stem}.svg', bbox_inches='tight') @pytest.mark.parametrize( From ea0b03018793395dae7ac9ccaf6c225b4a4e966d Mon Sep 17 00:00:00 2001 From: Chris Markiewicz Date: Wed, 8 May 2024 10:37:03 -0400 Subject: [PATCH 2/6] TEST: Add downsampled and truncated dwi file --- .../data/ds000114_sub-01_ses-test_dwi.nii.gz | Bin 0 -> 3646263 bytes nireports/tests/test_dwi.py | 2 +- 2 files changed, 1 insertion(+), 1 deletion(-) create mode 100644 nireports/tests/data/ds000114_sub-01_ses-test_dwi.nii.gz diff --git a/nireports/tests/data/ds000114_sub-01_ses-test_dwi.nii.gz b/nireports/tests/data/ds000114_sub-01_ses-test_dwi.nii.gz new file mode 100644 index 0000000000000000000000000000000000000000..9c07d7d2305a7fac38b5b100e27f698de8f442e9 GIT binary patch literal 3646263 zcmV(`K-0e;iwFP!00004|HQoqlx0VCsD0|T27x3%7!yQ}mTkZWSp;J+(PT`tun9t- zEKSzLo}THRj?+2koO8}SxhM7nP1Z;#3_^h+5-+FV`^gZ{S zs$F~U+Euk{hdN&k(SPaRWzqZjydnDID8!%tSn0Cp>i9;+-YCj=|G)pw{s7nS`}hB2 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a/nireports/tests/test_dwi.py b/nireports/tests/test_dwi.py index 84257532..a8372967 100644 --- a/nireports/tests/test_dwi.py +++ b/nireports/tests/test_dwi.py @@ -49,7 +49,7 @@ def test_plot_dwi(tmp_path, testdata_path, dwi, dwi_btable, outdir): # Pick a random volume to show rng = np.random.default_rng(1234) - idx = rng.integers(low=0, high=len(bvals), size=1).item() + idx = rng.integers(low=0, high=dwi_img.shape[-1], size=1).item() _ = plot_dwi(dwi_img.get_fdata()[..., idx], affine, gradient=gradients[idx]) From 058c371be147aba1c871ddf8cdee148cde17d7e3 Mon Sep 17 00:00:00 2001 From: Chris Markiewicz Date: Wed, 8 May 2024 10:46:17 -0400 Subject: [PATCH 3/6] TEST: Use paths directly instead of parametrizing over one value --- nireports/tests/test_dwi.py | 15 ++++++--------- 1 file changed, 6 insertions(+), 9 deletions(-) diff --git a/nireports/tests/test_dwi.py b/nireports/tests/test_dwi.py index a8372967..5f257923 100644 --- a/nireports/tests/test_dwi.py +++ b/nireports/tests/test_dwi.py @@ -32,29 +32,26 @@ from nireports.reportlets.modality.dwi import plot_dwi, plot_gradients -@pytest.mark.parametrize( - 'dwi', 'dwi_btable', - ['ds000114_sub-01_ses-test_dwi.nii.gz', 'ds000114_singleshell'], -) -def test_plot_dwi(tmp_path, testdata_path, dwi, dwi_btable, outdir): +def test_plot_dwi(tmp_path, testdata_path, outdir): """Check the plot of DWI data.""" - dwi_img = nb.load(testdata_path / f'{dwi}') + dwi_img = nb.load(testdata_path / 'ds000114_sub-01_ses-test_dwi.nii.gz') affine = dwi_img.affine - bvecs = np.loadtxt(testdata_path / f'{dwi_btable}.bvec').T - bvals = np.loadtxt(testdata_path / f'{dwi_btable}.bval') + bvecs = np.loadtxt(testdata_path / 'ds000114_singleshell.bvec').T + bvals = np.loadtxt(testdata_path / 'ds000114_singleshell.bval') gradients = np.hstack([bvecs, bvals[:, None]]) # Pick a random volume to show rng = np.random.default_rng(1234) + # The image is truncated, so limit the range by volumes, not gradients idx = rng.integers(low=0, high=dwi_img.shape[-1], size=1).item() _ = plot_dwi(dwi_img.get_fdata()[..., idx], affine, gradient=gradients[idx]) if outdir is not None: - plt.savefig(outdir / f'{Path(dwi).with_suffix("").stem}.svg', bbox_inches='tight') + plt.savefig(outdir / 'ds000114_dwi.svg', bbox_inches='tight') @pytest.mark.parametrize( From d1a509b2d189508941008978afe3af99b5ea5679 Mon Sep 17 00:00:00 2001 From: Chris Markiewicz Date: Wed, 8 May 2024 11:40:16 -0400 Subject: [PATCH 4/6] CI: Install texlive --- .circleci/config.yml | 17 +++++++++++++++++ .github/workflows/build_test_deploy.yml | 11 +++++++++++ 2 files changed, 28 insertions(+) diff --git a/.circleci/config.yml b/.circleci/config.yml index 060614f9..24242f44 100644 --- a/.circleci/config.yml +++ b/.circleci/config.yml @@ -20,6 +20,23 @@ jobs: name: Install package command: pip install .[test] + - restore_cache: + keys: + - apt-v0 + paths: + - /var/lib/apt + + - run: + name: Install texlive + command: | + sudo apt-get update + sudo apt-get install -y --no-install-recommends texlive + + - save_cache: + key: apt-v0 + paths: + - /var/lib/apt + - restore_cache: keys: - tf-v0 diff --git a/.github/workflows/build_test_deploy.yml b/.github/workflows/build_test_deploy.yml index b41c18a3..6576562d 100644 --- a/.github/workflows/build_test_deploy.yml +++ b/.github/workflows/build_test_deploy.yml @@ -94,6 +94,17 @@ jobs: - name: Display Python version run: python -c "import sys; print(sys.version)" + - uses: actions/cache@v4 + with: + path: /var/lib/apt + key: apt-cache-v0 + restore-keys: | + apt-cache-v0 + - name: Install tex + run: | + sudo apt-get update + sudo apt-get install -y --no-install-recommends texlive + - name: Install package run: pip install $PACKAGE - name: Verify installation From ab285cc36661a18d4978d8cf139877e234af63cc Mon Sep 17 00:00:00 2001 From: Chris Markiewicz Date: Wed, 8 May 2024 11:53:45 -0400 Subject: [PATCH 5/6] CI: Add more required packages --- .circleci/config.yml | 2 +- .github/workflows/build_test_deploy.yml | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/.circleci/config.yml b/.circleci/config.yml index 24242f44..619b1d43 100644 --- a/.circleci/config.yml +++ b/.circleci/config.yml @@ -30,7 +30,7 @@ jobs: name: Install texlive command: | sudo apt-get update - sudo apt-get install -y --no-install-recommends texlive + sudo apt-get install -y --no-install-recommends dvipng texlive texlive-latex-extra cm-super - save_cache: key: apt-v0 diff --git a/.github/workflows/build_test_deploy.yml b/.github/workflows/build_test_deploy.yml index 6576562d..8c1c805f 100644 --- a/.github/workflows/build_test_deploy.yml +++ b/.github/workflows/build_test_deploy.yml @@ -103,7 +103,7 @@ jobs: - name: Install tex run: | sudo apt-get update - sudo apt-get install -y --no-install-recommends texlive + sudo apt-get install -y --no-install-recommends dvipng texlive texlive-latex-extra cm-super - name: Install package run: pip install $PACKAGE From ba1f12a1554d61112a52fe003a304b8fd9ff193a Mon Sep 17 00:00:00 2001 From: Chris Markiewicz Date: Wed, 8 May 2024 22:16:38 -0400 Subject: [PATCH 6/6] TEST: Use consistent naming, truncated bvals/bvecs --- .../ds000114_sub-01_ses-test_desc-trunc_dwi.bval | 1 + .../ds000114_sub-01_ses-test_desc-trunc_dwi.bvec | 3 +++ ... ds000114_sub-01_ses-test_desc-trunc_dwi.nii.gz} | Bin nireports/tests/test_dwi.py | 10 +++++----- 4 files changed, 9 insertions(+), 5 deletions(-) create mode 100644 nireports/tests/data/ds000114_sub-01_ses-test_desc-trunc_dwi.bval create mode 100644 nireports/tests/data/ds000114_sub-01_ses-test_desc-trunc_dwi.bvec rename nireports/tests/data/{ds000114_sub-01_ses-test_dwi.nii.gz => ds000114_sub-01_ses-test_desc-trunc_dwi.nii.gz} (100%) diff --git a/nireports/tests/data/ds000114_sub-01_ses-test_desc-trunc_dwi.bval b/nireports/tests/data/ds000114_sub-01_ses-test_desc-trunc_dwi.bval new file mode 100644 index 00000000..694da50a --- /dev/null +++ b/nireports/tests/data/ds000114_sub-01_ses-test_desc-trunc_dwi.bval @@ -0,0 +1 @@ +0 0 0 0 0 0 0 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 1000 diff --git a/nireports/tests/data/ds000114_sub-01_ses-test_desc-trunc_dwi.bvec b/nireports/tests/data/ds000114_sub-01_ses-test_desc-trunc_dwi.bvec new file mode 100644 index 00000000..3f922cff --- /dev/null +++ b/nireports/tests/data/ds000114_sub-01_ses-test_desc-trunc_dwi.bvec @@ -0,0 +1,3 @@ +0 0 0 0 0 0 0 -1 -0.002 0.026 -0.591 0.236 0.893 -0.796 -0.234 -0.936 -0.506 -0.346 -0.457 0.487 +0 0 0 0 0 0 0 0 1 0.649 -0.766 -0.524 -0.259 0.129 0.93 0.14 -0.845 -0.847 -0.631 -0.389 +0 0 0 0 0 0 0 0 0 0.76 0.252 0.818 0.368 0.591 0.284 0.324 -0.175 -0.402 -0.627 0.782 diff --git a/nireports/tests/data/ds000114_sub-01_ses-test_dwi.nii.gz b/nireports/tests/data/ds000114_sub-01_ses-test_desc-trunc_dwi.nii.gz similarity index 100% rename from nireports/tests/data/ds000114_sub-01_ses-test_dwi.nii.gz rename to nireports/tests/data/ds000114_sub-01_ses-test_desc-trunc_dwi.nii.gz diff --git a/nireports/tests/test_dwi.py b/nireports/tests/test_dwi.py index 5f257923..efb6980e 100644 --- a/nireports/tests/test_dwi.py +++ b/nireports/tests/test_dwi.py @@ -35,23 +35,23 @@ def test_plot_dwi(tmp_path, testdata_path, outdir): """Check the plot of DWI data.""" - dwi_img = nb.load(testdata_path / 'ds000114_sub-01_ses-test_dwi.nii.gz') + stem = 'ds000114_sub-01_ses-test_desc-trunc_dwi' + dwi_img = nb.load(testdata_path / f'{stem}.nii.gz') affine = dwi_img.affine - bvecs = np.loadtxt(testdata_path / 'ds000114_singleshell.bvec').T - bvals = np.loadtxt(testdata_path / 'ds000114_singleshell.bval') + bvecs = np.loadtxt(testdata_path / f'{stem}.bvec').T + bvals = np.loadtxt(testdata_path / f'{stem}.bval') gradients = np.hstack([bvecs, bvals[:, None]]) # Pick a random volume to show rng = np.random.default_rng(1234) - # The image is truncated, so limit the range by volumes, not gradients idx = rng.integers(low=0, high=dwi_img.shape[-1], size=1).item() _ = plot_dwi(dwi_img.get_fdata()[..., idx], affine, gradient=gradients[idx]) if outdir is not None: - plt.savefig(outdir / 'ds000114_dwi.svg', bbox_inches='tight') + plt.savefig(outdir / f'{stem}.svg', bbox_inches='tight') @pytest.mark.parametrize(

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