From 0a350b0a5b86ab5b241765b2111fac87497abe68 Mon Sep 17 00:00:00 2001
From: Alessia Saccardo <s212246@dtu.dk>
Date: Mon, 17 Feb 2025 15:47:21 +0100
Subject: [PATCH] Add and fix examples

---
 mesh.obj                                   | 105258 ++++++++++++++++++
 qim3d/features/_common_features_methods.py |     88 +-
 qim3d/mesh/_common_mesh_methods.py         |      4 +-
 qim3d/viz/_k3d.py                          |     23 +-
 test_mesh.ipynb                            |    Bin 74439618 -> 74446244 bytes
 5 files changed, 105364 insertions(+), 9 deletions(-)
 create mode 100644 mesh.obj

diff --git a/mesh.obj b/mesh.obj
new file mode 100644
index 00000000..8c5e35ac
--- /dev/null
+++ b/mesh.obj
@@ -0,0 +1,105258 @@
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diff --git a/qim3d/features/_common_features_methods.py b/qim3d/features/_common_features_methods.py
index aef19d81..ca782336 100644
--- a/qim3d/features/_common_features_methods.py
+++ b/qim3d/features/_common_features_methods.py
@@ -1,5 +1,5 @@
 import numpy as np
-import qim3d.processing
+import qim3d
 from qim3d.utils._logger import log
 import qim3d
 from pygel3d import hmesh
@@ -12,7 +12,33 @@ def volume(obj: np.ndarray|hmesh.Manifold) -> float:
         obj: Either a np.ndarray volume or a mesh object of type hmesh.Manifold.
 
     Returns:
-        volume (float): The volume of the object. 
+        volume (float): The volume of the object.
+    
+    Example:
+        Compute volume from a mesh:
+        ```python
+        import qim3d
+
+        # Load a mesh from a file
+        mesh = qim3d.io.load_mesh('path/to/mesh.obj')
+
+        # Compute the volume of the mesh
+        volume = qim3d.features.volume(mesh)
+        print('Volume:', volume)
+        ```
+
+        Compute volume from a np.ndarray:
+        ```python
+        import qim3d
+
+        # Generate a 3D blob
+        synthetic_blob = qim3d.generate.noise_object(noise_scale = 0.015)
+
+        # Compute the volume of the blob
+        volume = qim3d.features.volume(synthetic_blob)
+        print('Volume:', volume)
+        ```
+
     """
 
     if isinstance(obj, np.ndarray):
@@ -30,6 +56,32 @@ def area(obj: np.ndarray|hmesh.Manifold) -> float:
 
     Returns:
         area (float): The surface area of the object. 
+    
+    Example:
+        Compute area from a mesh:
+        ```python
+        import qim3d
+
+        # Load a mesh from a file
+        mesh = qim3d.io.load_mesh('path/to/mesh.obj')
+
+        # Compute the surface area of the mesh
+        area = qim3d.features.area(mesh)
+        print(f"Area: {area}")
+        ```
+
+        Compute area from a np.ndarray:
+        ```python
+        import qim3d
+
+        # Generate a 3D blob
+        synthetic_blob = qim3d.generate.noise_object(noise_scale = 0.015)
+
+        # Compute the surface area of the blob
+        area = qim3d.features.area(synthetic_blob)
+        print(f"Area: {area}")
+        ```
+    
     """
 
     if isinstance(obj, np.ndarray):
@@ -38,7 +90,7 @@ def area(obj: np.ndarray|hmesh.Manifold) -> float:
 
     return hmesh.area(obj)
 
-def sphericity_pygel3d(obj: np.ndarray|hmesh.Manifold) -> float:
+def sphericity(obj: np.ndarray|hmesh.Manifold) -> float:
     """
     Compute the sphericity of a 3D mesh using the Pygel3D library.
 
@@ -47,14 +99,38 @@ def sphericity_pygel3d(obj: np.ndarray|hmesh.Manifold) -> float:
 
     Returns:
         sphericity (float): The sphericity of the object. 
+    
+    Example:
+        Compute sphericity from a mesh:
+        ```python
+        import qim3d
+
+        # Load a mesh from a file
+        mesh = qim3d.io.load_mesh('path/to/mesh.obj')
+
+        # Compute the sphericity of the mesh
+        sphericity = qim3d.features.sphericity(mesh)
+        ```
+
+        Compute sphericity from a np.ndarray:
+        ```python
+        import qim3d
+
+        # Generate a 3D blob
+        synthetic_blob = qim3d.generate.noise_object(noise_scale = 0.015)
+
+        # Compute the sphericity of the blob
+        sphericity = qim3d.features.sphericity(synthetic_blob)
+        ```
+
     """
 
     if isinstance(obj, np.ndarray):
         log.info("Converting volume to mesh.")
-        obj = qim3d.mesh.from_volume_pygel3d(obj)
+        obj = qim3d.mesh.from_volume(obj)
 
-    volume = volume(obj)
-    area = area(obj)
+    volume = qim3d.features.volume(obj)
+    area = qim3d.features.area(obj)
 
     if area == 0:
         log.warning("Surface area is zero, sphericity is undefined.")
diff --git a/qim3d/mesh/_common_mesh_methods.py b/qim3d/mesh/_common_mesh_methods.py
index 101539ab..ace4749a 100644
--- a/qim3d/mesh/_common_mesh_methods.py
+++ b/qim3d/mesh/_common_mesh_methods.py
@@ -13,5 +13,5 @@ def from_volume(
     if volume.ndim != 3:
         raise ValueError("The input volume must be a 3D numpy array.")
     
-    m = hmesh.volumetric_isocontour(volume)
-    return m
\ No newline at end of file
+    mesh = hmesh.volumetric_isocontour(volume)
+    return mesh
\ No newline at end of file
diff --git a/qim3d/viz/_k3d.py b/qim3d/viz/_k3d.py
index 2bf4aa54..aab60d40 100644
--- a/qim3d/viz/_k3d.py
+++ b/qim3d/viz/_k3d.py
@@ -214,6 +214,21 @@ def mesh(
         k3d.Plot or None: 
             - If `backend="k3d"`, returns a `k3d.Plot` object.
             - If `backend="pygel3d"`, the function displays the mesh but does not return a plot object.
+    Example:
+        ```python
+        import qim3d
+        vol = qim3d.generate.noise_object(base_shape=(128,128,128),
+                          final_shape=(128,128,128),
+                          noise_scale=0.03,
+                          order=1,
+                          gamma=1,
+                          max_value=255,
+                          threshold=0.5,
+                          dtype='uint8'
+                          )
+        mesh = qim3d.mesh.from_volume(vol)
+        qim3d.viz.mesh(mesh)
+        ```
     """
 
 
@@ -249,14 +264,20 @@ def mesh(
             flat_shading=flat_shading,
         )
 
+        # Create plot
         plot = k3d.plot(grid_visible=grid_visible, **valid_k3d_kwargs)
         plot += mesh_plot
 
         if save:
+            # Save html to disk
             with open(str(save), "w", encoding="utf-8") as fp:
                 fp.write(plot.get_snapshot())
 
-        return plot.display() if show else plot
+        if show:
+            plot.display()
+        else:
+            return plot
+
 
     elif backend == "pygel3d":
         jd.set_export_mode(True)
diff --git a/test_mesh.ipynb b/test_mesh.ipynb
index 6893bcf0e769a2931e9a729b9d32f589ae463a1a..5587275f972edb07872b8f1ec288760656ec0825 100644
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