Chore/update pyproject.toml

.github/workflows/ci.yml

@@ -119,7 +119,7 @@ jobs:
           python-version: ${{ matrix.python-version }}
       - name: test
         run: |
-          poetry run sphinx-build docs/source build/documentation/ -W -vvv -b doctest
+          poetry run sphinx-build docs/source build/documentation/ -W -b doctest
 
   unit-test:
     name: "🧪 Run Unit Tests"
@@ -139,7 +139,7 @@ jobs:
           python-version: ${{ matrix.python-version }}
       - name: test
         run: |
-          poetry run pytest -vv -s --tb=long tests
+          poetry run pytest -s --tb=long tests
 
   build-docs:
     name: "🧱 Build Documentation"
@@ -154,7 +154,7 @@ jobs:
           python-version: "3.13"
       - name: build docs
         run: |
-          poetry run sphinx-build docs/source build/documentation/ -W -vvv -b html
+          poetry run sphinx-build docs/source build/documentation/ -W -b html
       - name: Store docs
         uses: actions/upload-artifact@v5
         with:
@@ -199,6 +199,22 @@ jobs:
       - name: check wheel contents
         run: poetry run check-wheel-contents dist/
 
+  check-version:
+    name: "🔍 Check Version"
+    if: startsWith(github.ref, 'refs/tags/v')
+    needs: prepare-linux
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v5
+      - name: Setup CI
+        uses: "./.github/actions/ci-setup"
+        with:
+          os: "ubuntu-latest"
+          python-version: "3.13"
+      - name: check version
+        run: |
+          [ "${GITHUB_REF_NAME#v}" = "$(poetry version -s)" ] || { echo "ERROR: Package version mismatches the git tag!" >&2; exit 1; }
+
   release-docs:
     name: "🚀 Release Documentation"
     if: startsWith(github.ref, 'refs/tags/v')
@@ -211,6 +227,7 @@ jobs:
       - doctest
       - build-wheel
       - check-wheel
+      - check-version
       - build-docs
     runs-on: ubuntu-latest
     steps:
@@ -238,6 +255,7 @@ jobs:
       - doctest
       - build-wheel
       - check-wheel
+      - check-version
       - build-docs
     runs-on: ubuntu-latest
     steps:

.tool-versions

@@ -1,2 +1,2 @@
 poetry 2.2.1
-python 3.14.0
+python 3.13.9

Makefile

@@ -39,11 +39,11 @@ check: check-format lint typecheck audit
 
 .PHONY: doctest
 doctest: ## Run doctests
-	poetry run sphinx-build docs/source build/documentation/ -W -vvv -b doctest
+	poetry run sphinx-build docs/source build/documentation/ -W -b doctest
 
 .PHONY: unit-test
 unit-test: ## Run unit tests
-	poetry run pytest -vv -s --tb=long tests
+	poetry run pytest -s --tb=long tests
 
 .PHONY: test
 test: ## Run all tests
@@ -60,7 +60,7 @@ check-wheel: wheel
 
 .PHONY: docs
 docs: ## Build documentation
-	poetry run sphinx-build docs/source build/documentation/ -W -vvv -b html
+	poetry run sphinx-build docs/source build/documentation/ -W -b html
 
 .PHONY: build
 build: ## Build all distributables

README.md

@@ -1,8 +1,6 @@
-Mesh2Vec
-========
+# Mesh2Vec
 
-Quickstart
------------
+## Quickstart
 
 <h1 align="center">mesh2vec</h1>
 <p align="center">Turn CAE mesh data into aggregated element feature vectors for ML</p>
@@ -17,23 +15,26 @@ Quickstart
 </h3>
 
 ## 🚀 Introduction
+
 Mesh2vec is a tool that facilitates the import of Computer-Aided Engineering (CAE) mesh data from [LS-DYNA](https://www.ansys.com/de-de/products/structures/ansys-ls-dyna).
 It utilizes various quality metrics of elements and their surrounding neighborhood to aggregate feature vectors for each element. These feature vectors are of equal length and can be effectively utilized as inputs for machine learning methods. This represents a simpler and more efficient alternative to traditional mesh and graph-based approaches for automatic mesh quality analysis.
 
 ## ⏱️ Quickstart
 
-
 ### Installation
+
 1. Create and activate a [virtual environment](https://packaging.python.org/en/latest/guides/installing-using-pip-and-virtual-environments/).
 2. Use the following command to install mesh2vec into your environment:
 
 ```bash
 pip install mesh2vec
 ```
+
 3. Please make sure you have an environment variable ANSA_EXECUTABLE set pointing to your ANSA executable to use ANSA depended features like shell and feature import.
 4. You may temporarily need to set an environment variable SKLEARN_ALLOW_DEPRECATED_SKLEARN_PACKAGE_INSTALL=True.
 
 ### Load Mesh
+
 ```python
 
 from pathlib import Path
@@ -44,6 +45,7 @@ m2v = Mesh2VecCae.from_ansa_shell(4,
 ```
 
 ### Add element features
+
 ```python
 m2v.add_features_from_ansa(
     ["aspect", "warpage"],
@@ -52,21 +54,24 @@ m2v.add_features_from_ansa(
 ```
 
 ### Aggregate
+
 ```python
 import numpy as np
 m2v.aggregate("aspect", [0,2,3], np.nanmean)
 ```
 
 ### Extract Feature Vectors
+
 ```python
 m2v.to_dataframe()
 ```
+
 ![data frame with feature vectors](docs/source/_static/m2v.to_df.png)
 
 ### Optional: Visualize a single aggregated feature on mesh
+
 ```python
 m2v.get_visualization_plotly("aspect-nanmean-2")
 ```
-![3d mesh plot of agggredated](docs/source/_static/hat_aspect_3_plot.png)
-
 
+![3d mesh plot of agggredated](docs/source/_static/hat_aspect_3_plot.png)

docs/source/sg_execution_times.rst

@@ -6,7 +6,7 @@
 
 Computation times
 =================
-**00:00.000** total execution time for 5 files **from all galleries**:
+**00:00.883** total execution time for 5 files **from all galleries**:
 
 .. container::
 
@@ -32,6 +32,9 @@ Computation times
    * - Example
      - Time
      - Mem (MB)
+   * - :ref:`sphx_glr_generated_examples_plot_stress.py` (``../examples/plot_stress.py``)
+     - 00:00.883
+     - 0.0
    * - :ref:`sphx_glr_generated_examples_aggregate_categorical.py` (``../examples/aggregate_categorical.py``)
      - 00:00.000
      - 0.0
@@ -41,9 +44,6 @@ Computation times
    * - :ref:`sphx_glr_generated_examples_plot_neighbor_distances.py` (``../examples/plot_neighbor_distances.py``)
      - 00:00.000
      - 0.0
-   * - :ref:`sphx_glr_generated_examples_plot_stress.py` (``../examples/plot_stress.py``)
-     - 00:00.000
-     - 0.0
    * - :ref:`sphx_glr_generated_examples_quickstart.py` (``../examples/quickstart.py``)
      - 00:00.000
      - 0.0

pyproject.toml

@@ -1,39 +1,47 @@
-[tool.poetry]
+[project]
 name = "mesh2vec"
-version = "0.0.2"
-authors = ["Renumics GmbH <info@renumics.com>"]
+description = "Aggregate feature vectors on CAE meshes."
+authors = [
+    {name = "Renumics GmbH",email = "info@renumics.com"}
+]
+license = "MIT"
+readme = "README.md"
+requires-python = ">=3.11,<4.0"
+dependencies = [
+    "scipy (>=1.15.0,<2.0.0)",
+    "pandas (>=2.3.0,<3.0.0)",
+    "trimesh (>=4.6.0,<5.0.0)",
+    "lasso-python (>=2.0.4,<3.0.0)",
+    "networkx (>=3.5.0,<4.0.0)",
+    "loguru (>=0.7.0,<1.0.0)",
+    "plotly (>=5.24.0,<6.0.0)",
+    "joblib (>=1.5.0,<2.0.0)",
+    "numpy (>=2.2.2,<3.0.0)"
+]
+dynamic = ["version"]
+
+[dependency-groups]
+dev = [
+    "sphinx (>=8.2.0,<9.0.0)",
+    "sphinx-autobuild (>=2025.8.25,<2026.0.0)",
+    "sphinx-rtd-theme (>=3.0.0,<4.0.0)",
+    "sphinx-gallery (>=0.19.0,<1.0.0)",
+    "pylint (>=4.0.0,<5.0.0)",
+    "mypy (>=1.18.2,<2.0.0)",
+    "check-wheel-contents (>=0.6.3,<1.0.0)",
+    "pip-audit (>=2.9.0,<3.0.0)",
+    "pytest (>=8.4.2,<9.0.0)",
+    "black (>=25.9.0,<26.0.0)",
+    "matplotlib (>=3.10.1,<4.0.0)",
+    "ipython (>=9.0.0,<10.0.0)",
+    "notebook (>=7.4.7,<8.0.0)"
+]
+
+[tool.poetry]
 packages = [
     { include = "mesh2vec" }
 ]
-readme = "README.md"
-description = "mesh2vec"
-
-[tool.poetry.dependencies]
-python = "^3.11"
-scipy = "^1.15.0"
-pandas = "^2.3.0"
-trimesh = "^4.6.0"
-lasso-python = "^2.0.4"
-networkx = "^3.5.0"
-loguru = "^0.7.0"
-plotly = "^5.24.0"
-joblib = "^1.5.0"
-numpy = "^2.2.2"
-
-[tool.poetry.group.dev.dependencies]
-sphinx = "^8.2.0"
-sphinx-autobuild = "^2025.8.25"
-sphinx-rtd-theme = "^3.0.0"
-sphinx-gallery = "^0.19.0"
-pylint = "^4.0.0"
-mypy = "^1.18.2"
-check-wheel-contents = "^0.6.3"
-pip-audit = "^2.9.0"
-pytest = "^8.4.2"
-black = "^25.9.0"
-matplotlib = "^3.10.1"
-ipython = "^9.0.0"
-notebook = "^7.4.7"
+version = "0.0.0"
 
 [tool.poetry-dynamic-versioning]
 enable = true
@@ -55,5 +63,5 @@ ignore_missing_imports = true
 disallow_untyped_defs = true
 
 [build-system]
-requires = ["poetry-core>=1.2.2", "poetry-dynamic-versioning"]
+requires = ["poetry-core>=2.0.0,<3.0.0", "poetry-dynamic-versioning>=1.0.0,<2.0.0"]
 build-backend = "poetry_dynamic_versioning.backend"