diff --git a/.github/workflows/test_and_deploy.yml b/.github/workflows/test_and_deploy.yml
index 3ef216c3..ae58ddd1 100644
--- a/.github/workflows/test_and_deploy.yml
+++ b/.github/workflows/test_and_deploy.yml
@@ -19,7 +19,7 @@ jobs:
runs-on: ${{ matrix.platform }}
strategy:
matrix:
- platform: [windows-latest, ubuntu-latest, macos-latest] # ubuntu-latest is failing anyway
+ platform: [windows-latest, ubuntu-latest] # ubuntu-latest is failing anyway
python-version: ['3.9', '3.10', '3.11']
steps:
diff --git a/docs/02_interactive_usage/02_example_workflows/visualize_measurements_in_viewer.md b/docs/02_interactive_usage/02_example_workflows/visualize_measurements_in_viewer.md
index b9b009b9..fb76e820 100644
--- a/docs/02_interactive_usage/02_example_workflows/visualize_measurements_in_viewer.md
+++ b/docs/02_interactive_usage/02_example_workflows/visualize_measurements_in_viewer.md
@@ -1,9 +1,7 @@
(point_and_click:visualize_features)=
# Visualize measurements
-Napari-stress (and the [measurement toolbox](toolboxes:stress_toolbox:stress_toolbox_interactive), in partciular) generate a number of measurements that can be visualized using the [napari-matplotlib](https://napari-matplotlib.github.io/) plugin. It is automatically installed with napari-stress and can be activated from the plugins menu (`Plugins > napari Matplotlib`).
-
-In order to use it, check out the documentation on the [napari-matplotlib page](https://napari-matplotlib.github.io/). In the scope of napari-stress, what you will need, is the Features Histogram (`Plugins > napari Matplotlib > FeaturesHistogram`).
+Napari-stress (and the [measurement toolbox](toolboxes:stress_toolbox:stress_toolbox_interactive), in partciular) generate a number of measurements that can be visualized using the [napari-matplotlib](https://napari-matplotlib.github.io/) plugin. In order to use it, check out the documentation on the [napari-matplotlib page](https://napari-matplotlib.github.io/). In the scope of napari-stress, what you will need, is the Features Histogram (`Plugins > napari Matplotlib > FeaturesHistogram`).
diff --git a/setup.cfg b/setup.cfg
index 4e67eb8f..876182bd 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -36,14 +36,12 @@ install_requires =
joblib
mpmath
napari
- napari-matplotlib>=1.1.0
- napari-process-points-and-surfaces>=0.4.0
+ napari-process-points-and-surfaces
napari-segment-blobs-and-things-with-membranes
napari-tools-menu>=0.1.15
numpy<1.24.0
pandas
pygeodesic
- pyocclient
scikit-image
scipy>=1.9.0
seaborn
@@ -51,7 +49,7 @@ install_requires =
vedo>=2023.5.0
vispy
deprecation
- bokeh >= 3.1.0
+ #bokeh >= 3.1.0
python_requires = >=3.7
include_package_data = True
diff --git a/src/napari_stress/_approximation/expansion.py b/src/napari_stress/_approximation/expansion.py
index 5f55ee95..f3c97d9b 100644
--- a/src/napari_stress/_approximation/expansion.py
+++ b/src/napari_stress/_approximation/expansion.py
@@ -554,11 +554,11 @@ def properties(self):
The maximum and minimum curvatures :math:`H_{max}` and :math:`H_{min}` are calculated as follows:
.. math::
- H_{max} = 1 / (2 * a^2) + 1 / (2 * b^2)
+ H_{max} = a / (2 * c^2) + a / (2 * b^2)
- H_{min} = 1 / (2 * b^2) + 1 / (2 * a^2)
+ H_{min} = c / (2 * b^2) + c / (2 * a^2)
- where a, b are the largest and smallest axes of the ellipsoid, respectively.
+ where a, b and c are the lengths of the ellipsoid axes along the three spatial dimensions.
"""
return self._properties
@@ -572,20 +572,14 @@ def _measure_max_min_curvatures(self):
"""
# get and remove the largest, smallest and medial axis
- axes = list(self._axes)
- largest_axis = max(axes)
- axes.remove(largest_axis)
- smallest_axis = min(axes)
- axes.remove(smallest_axis)
- medial_axis = axes[0]
+ semi_axis_sorted = np.sort(self._axes)
+ a = semi_axis_sorted[2]
+ b = semi_axis_sorted[1]
+ c = semi_axis_sorted[0]
# accoording to paper (https://www.biorxiv.org/content/10.1101/2021.03.26.437148v1.full)
- maximum_mean_curvature = largest_axis / (
- 2 * smallest_axis**2
- ) + largest_axis / (2 * medial_axis**2)
- minimum_mean_curvature = smallest_axis / (
- 2 * medial_axis**2
- ) + smallest_axis / (2 * largest_axis**2)
+ maximum_mean_curvature = a / (2 * c**2) + a / (2 * b**2)
+ minimum_mean_curvature = c / (2 * b**2) + c / (2 * a**2)
self._properties["maximum_mean_curvature"] = maximum_mean_curvature
self._properties["minimum_mean_curvature"] = minimum_mean_curvature
@@ -672,7 +666,7 @@ def _extract_characteristics(self, coefficients: np.ndarray):
coefficients[6] / 2.0,
coefficients[7] / 2.0,
coefficients[8] / 2.0,
- -1,
+ coefficients[9],
],
]
)
diff --git a/src/napari_stress/_measurements/toolbox.py b/src/napari_stress/_measurements/toolbox.py
index 6463f2be..7007f26c 100644
--- a/src/napari_stress/_measurements/toolbox.py
+++ b/src/napari_stress/_measurements/toolbox.py
@@ -500,8 +500,12 @@ def comprehensive_analysis(
)
max_min_anisotropy = (
- Expander_ellipsoid.properties["maximum_mean_curvature"]
- - Expander_ellipsoid.properties["minimum_mean_curvature"]
+ 2
+ * gamma
+ * (
+ Expander_ellipsoid.properties["maximum_mean_curvature"]
+ - Expander_ellipsoid.properties["minimum_mean_curvature"]
+ )
)
result = measurements.tissue_stress_tensor(
diff --git a/src/napari_stress/_measurements/toolbox.ui b/src/napari_stress/_measurements/toolbox.ui
index 245b7a81..5740e7bd 100644
--- a/src/napari_stress/_measurements/toolbox.ui
+++ b/src/napari_stress/_measurements/toolbox.ui
@@ -69,7 +69,7 @@
3
- 3.000000000000000
+ 3.300000000000000
diff --git a/src/napari_stress/_sample_data/dropplet_point_cloud_4d.csv b/src/napari_stress/_sample_data/dropplet_point_cloud_4d.csv
index 73a73373..45aea73a 100644
--- a/src/napari_stress/_sample_data/dropplet_point_cloud_4d.csv
+++ b/src/napari_stress/_sample_data/dropplet_point_cloud_4d.csv
@@ -1,26705 +1,16629 @@
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diff --git a/src/napari_stress/_sample_data/sample_data.py b/src/napari_stress/_sample_data/sample_data.py
index f68a55a9..de225fd6 100644
--- a/src/napari_stress/_sample_data/sample_data.py
+++ b/src/napari_stress/_sample_data/sample_data.py
@@ -21,7 +21,7 @@ def get_droplet_point_cloud_4d() -> LayerDataTuple:
"""Generates a sample 4d point cloud of a droplet surface"""
df = pd.read_csv(os.path.join(DATA_ROOT, "dropplet_point_cloud_4d.csv"), sep=",")
- coordinates = df[["axis-0", "axis-1", "axis-2", "axis-3"]].to_numpy()
+ coordinates = df[["t", "z", "y", "x"]].to_numpy()
return [(coordinates, {"size": 0.5, "face_color": "orange"}, "points")]
diff --git a/src/napari_stress/_tests/stress_tissue_anisotropy.csv b/src/napari_stress/_tests/stress_tissue_anisotropy.csv
new file mode 100644
index 00000000..54f22205
--- /dev/null
+++ b/src/napari_stress/_tests/stress_tissue_anisotropy.csv
@@ -0,0 +1 @@
+0.180941080361315,0.19090693931055,0.187432328931345,0.191468211744575,0.192152588020158,0.196308867180905,0.197673229567689,0.196143391288799,0.192444626470406,0.194451377490666,0.204687876775861,0.201838581384384,0.20738641015277,0.217224119280949,0.213233939628832,0.217977933213939,0.225847322965684,0.223280020529435,0.225660673965049,0.244978531879758,0.259584498276989
diff --git a/src/napari_stress/_tests/test_approximation.py b/src/napari_stress/_tests/test_approximation.py
index 6e44e7d8..4a7ca996 100644
--- a/src/napari_stress/_tests/test_approximation.py
+++ b/src/napari_stress/_tests/test_approximation.py
@@ -124,6 +124,23 @@ def test_lsq_ellipsoid0(n_tests=10):
max_mean_curvatures.append(expander.properties["maximum_mean_curvature"])
min_mean_curvatures.append(expander.properties["minimum_mean_curvature"])
+ # The mean curvature of an ellipsoid is given by the formula
+ # H = a / (2 * c^2) + a / (2 * b^2) for the maximum mean curvature
+ # and H = c / (2 * b^2) + c / (2 * a^2) for the minimum mean curvature
+ # where a, b, c are the semi-axes of the ellipsoid
+ axes_sorted = np.sort(expander.axes_)
+ a = axes_sorted[2]
+ b = axes_sorted[1]
+ c = axes_sorted[0]
+ h_max_theory = a / (2 * c**2) + a / (2 * b**2)
+ h_min_theory = c / (2 * b**2) + c / (2 * a**2)
+ assert expander.properties["maximum_mean_curvature"] == h_max_theory
+ assert expander.properties["minimum_mean_curvature"] == h_min_theory
+ assert (
+ expander.properties["maximum_mean_curvature"]
+ > expander.properties["minimum_mean_curvature"]
+ )
+
assert np.allclose(center, x0)
assert np.allclose(a2, axes_lengths[2])
assert np.allclose(a1, axes_lengths[1])
diff --git a/src/napari_stress/_tests/test_measurements.py b/src/napari_stress/_tests/test_measurements.py
index a80547c4..8ac93767 100644
--- a/src/napari_stress/_tests/test_measurements.py
+++ b/src/napari_stress/_tests/test_measurements.py
@@ -374,13 +374,15 @@ def test_comprehenive_stress_toolbox(make_napari_viewer):
def test_comprehensive_stress_toolbox_4d(make_napari_viewer):
- from napari_stress import get_droplet_point_cloud_4d
+ from napari_stress import get_droplet_point_cloud_4d, types
import napari_stress
import os
+ from pathlib import Path
+ import pandas as pd
viewer = make_napari_viewer()
pointcloud = get_droplet_point_cloud_4d()[0]
- pointcloud_2tp = pointcloud[0][pointcloud[0][:, 0] <= 1, :]
+ pointcloud_2tp = pointcloud[0]
viewer.add_points(pointcloud_2tp)
widget = napari_stress._measurements.toolbox.stress_analysis_toolbox(viewer)
@@ -434,6 +436,23 @@ def test_comprehensive_stress_toolbox_4d(make_napari_viewer):
os.remove(os.path.join(widget.save_directory, file))
os.rmdir(widget.save_directory)
+ # Check against legacy measurements: load legacy data
+ legacy_results_file = Path(__file__).parent / "stress_tissue_anisotropy.csv"
+ df_legacy = pd.read_csv(legacy_results_file, header=None).T
+ df_legacy.columns = ["tissue_stress_anisotropy"]
+
+ results_layer = viewer.layers["Result of lebedev quadrature on ellipsoid"]
+ result_tissue_stress = results_layer.metadata[
+ types._METADATAKEY_STRESS_TISSUE_ANISO
+ ]
+
+ difference_abs = result_tissue_stress - df_legacy["tissue_stress_anisotropy"].values
+ difference_rel = difference_abs / df_legacy["tissue_stress_anisotropy"].values
+
+ # make sure that the results are within limits of agreement
+ assert np.all(np.abs(difference_rel).mean() < 0.1)
+ assert np.all(np.abs(difference_abs).mean() < 0.1)
+
def test_curvature(make_napari_viewer):
from napari_stress._spherical_harmonics.spherical_harmonics_napari import (
@@ -666,3 +685,9 @@ def test_stresses():
measurements.anisotropic_stress(H_i, H0, H_i_ellipsoid, H0_ellipsoid, gamma)
measurements.maximal_tissue_anisotropy(ellipsoid, gamma=gamma)
+
+
+if __name__ == "__main__":
+ import napari
+
+ test_comprehensive_stress_toolbox_4d(napari.Viewer)
diff --git a/src/napari_stress/_tests/test_sample_data.py b/src/napari_stress/_tests/test_sample_data.py
index 7c8ed2d6..15f96dd5 100644
--- a/src/napari_stress/_tests/test_sample_data.py
+++ b/src/napari_stress/_tests/test_sample_data.py
@@ -11,6 +11,6 @@ def test_dropplet_point_cloud():
ellipsoid = sample_data.make_blurry_ellipsoid()[0]
assert np.array_equal(data[0].shape, (1024, 4))
- assert data_4d[0].shape[0] == 26704
+ assert data_4d[0].shape[0] == 16628
assert len(image_data_4d[0]) == 21
assert np.array_equal(ellipsoid.shape, (64, 64, 64))