Merge pull request #88 from yjchoi1/v2

improve vtk renderer to handle material properties

gns/render_rollout.py

@@ -7,7 +7,7 @@
 import matplotlib.pyplot as plt
 import numpy as np
 import os
-from pyevtk.hl import pointsToVTK
+from pyevtk.hl import pointsToVTK, gridToVTK
 
 flags.DEFINE_string("rollout_dir", None, help="Directory where rollout.pkl are located")
 flags.DEFINE_string("rollout_name", None, help="Name of rollout `.pkl` file")
@@ -254,8 +254,39 @@ def write_vtk(self):
             if not os.path.exists(path):
                 os.makedirs(path)
             initial_position = self.trajectory[rollout_case][0]
+
+            # Extract boundary information
+            [[x_min, x_max], [y_min, y_max]] = self.boundaries
+
             for i, coord in enumerate(self.trajectory[rollout_case]):
                 disp = np.linalg.norm(coord - initial_position, axis=1)
+
+                # Extract particle type
+                particle_type = self.rollout_data["particle_types"]
+
+                # Prepare data dictionary
+                data = {
+                    "displacement": disp,
+                    "particle_type": particle_type,
+                }
+
+                # Check if material property exists and add it to data if it does
+                if "material_property" in self.rollout_data:
+                    material_property = self.rollout_data["material_property"]
+                    data["material_property"] = material_property
+
+                    # Create a color field based on material property and particle type
+                    color_field = np.copy(material_property)
+                    static_particle_value = np.max(
+                        material_property) + 1  # Use a value outside the material property range
+                    color_field[particle_type == 3] = static_particle_value  # Assumes static particle type = 3
+                    data["color"] = color_field
+                else:
+                    # If no material property, use particle type for color
+                    color_field = np.copy(particle_type)
+                    data["color"] = color_field
+
+                # Save particle data
                 pointsToVTK(
                     f"{path}/points{i}",
                     np.array(coord[:, 0]),
@@ -265,8 +296,20 @@ def write_vtk(self):
                         if self.dims == 2
                         else np.array(coord[:, 2])
                     ),
-                    data={"displacement": disp},
+                    data=data,
                 )
+
+                # Create and save boundary data
+                x = np.linspace(x_min, x_max, num=2)
+                y = np.linspace(y_min, y_max, num=2)
+                z = np.array([0, 0]) if self.dims == 2 else np.linspace(0, 1, num=2)
+
+                gridToVTK(
+                    f"{path}/boundary{i}",
+                    x, y, z,
+                    cellData={"boundary": np.ones((1, 1, 1))}
+                )
+
         print(f"vtk saved to: {self.output_dir}{self.output_name}...")