.. DO NOT EDIT. .. THIS FILE WAS AUTOMATICALLY GENERATED BY SPHINX-GALLERY. .. TO MAKE CHANGES, EDIT THE SOURCE PYTHON FILE: .. "examples/renderblender/ex1_2_blenderdeformed.py" .. LINE NUMBERS ARE GIVEN BELOW. .. only:: html .. note:: :class: sphx-glr-download-link-note :ref:`Go to the end ` to download the full example code. .. rst-class:: sphx-glr-example-title .. _sphx_glr_examples_renderblender_ex1_2_blenderdeformed.py: Blender example: Deforming a sample with 2D DIC =============================================== This example follows a similar workflow to the previous Blender example. In this example, defomation is applied to sample, and images are rendered at each timestep. Test case: mechanical analysis of a plate with a hole loaded in tension. .. GENERATED FROM PYTHON SOURCE LINES 17-24 .. code-block:: Python import numpy as np from scipy.spatial.transform import Rotation from pathlib import Path import pyvale import mooseherder as mh .. GENERATED FROM PYTHON SOURCE LINES 25-28 The simulation results are loaded in here in the same way as the previous example. As mentioned this `data_path` can be replaced with your own MOOSE simulation output in exodus format (*.e). .. GENERATED FROM PYTHON SOURCE LINES 28-32 .. code-block:: Python data_path = pyvale.DataSet.render_mechanical_3d_path() sim_data = mh.ExodusReader(data_path).read_all_sim_data() .. GENERATED FROM PYTHON SOURCE LINES 33-38 This is then scaled to mm, as all lengths in Blender are to be set in mm. The `SimData` object is then converted into a `RenderMeshData` object, as this skins the mesh ready to be imported into Blender. The `disp_comps` are the expected direction of displacement. Since this is a 3D deformation test case, displacement is expected in the x, y and z directions. .. GENERATED FROM PYTHON SOURCE LINES 38-49 .. code-block:: Python disp_comps = ("disp_x","disp_y", "disp_z") sim_data = pyvale.scale_length_units(scale=1000.0, sim_data=sim_data, disp_comps=disp_comps) render_mesh = pyvale.create_render_mesh(sim_data, ("disp_y","disp_x"), sim_spat_dim=3, field_disp_keys=disp_comps) .. GENERATED FROM PYTHON SOURCE LINES 50-55 Firstly, a save path must be set. In order to do this a base path must be set. Then all the generated files will be saved to a subfolder within this specified base directory (e.g. blenderimages). If no base directory is specified, it will be set as your home directory. .. GENERATED FROM PYTHON SOURCE LINES 55-58 .. code-block:: Python base_dir = Path.cwd() .. GENERATED FROM PYTHON SOURCE LINES 59-64 Creating the scene ^^^^^^^^^^^^^^^^^^ In order to create a DIC setup in Blender, first a scene must be created. A scene is initialised using the `BlenderScene` class. All the subsequent objects and actions necessary are then methods of this class. .. GENERATED FROM PYTHON SOURCE LINES 64-67 .. code-block:: Python scene = pyvale.BlenderScene() .. GENERATED FROM PYTHON SOURCE LINES 68-73 The next thing that can be added to the scene is a sample. This is done by passing in the `RenderMeshData` object. It should be noted that the mesh will be centred on the origin to allow for the cameras to be centred on the mesh. Once the part is added to the Blender scene, it can be both moved and rotated. .. GENERATED FROM PYTHON SOURCE LINES 73-82 .. code-block:: Python part = scene.add_part(render_mesh, sim_spat_dim=3) # Set the part location part_location = np.array([0, 0, 0]) pyvale.BlenderTools.move_blender_obj(part=part, pos_world=part_location) part_rotation = Rotation.from_euler("xyz", [0, 0, 0], degrees=True) pyvale.BlenderTools.rotate_blender_obj(part=part, rot_world=part_rotation) .. GENERATED FROM PYTHON SOURCE LINES 83-88 A camera can then be added to the scene. To initialise a camera, the camera parameters must be specified using the `CameraData` dataclass. Note that all lengths / distances inputted are in mm. This camera can then be added to the Blender scene. The camera can also be moved and rotated. .. GENERATED FROM PYTHON SOURCE LINES 88-99 .. code-block:: Python cam_data = pyvale.CameraData(pixels_num=np.array([1540, 1040]), pixels_size=np.array([0.00345, 0.00345]), pos_world=(0, 0, 400), rot_world=Rotation.from_euler("xyz", [0, 0, 0]), roi_cent_world=(0, 0, 0), focal_length=15.0) camera = scene.add_camera(cam_data) camera.location = (0, 0, 410) camera.rotation_euler = (0, 0, 0) # NOTE: The default is an XYZ Euler angle .. GENERATED FROM PYTHON SOURCE LINES 100-103 A light can the be added to the scene. Blender offers different light types: Point, Sun, Spot and Area. The light can also be moved and rotated like the camera. .. GENERATED FROM PYTHON SOURCE LINES 103-113 .. code-block:: Python light_data = pyvale.BlenderLightData(type=pyvale.BlenderLightType.POINT, pos_world=(0, 0, 400), rot_world=Rotation.from_euler("xyz", [0, 0, 0]), energy=1) light = scene.add_light(light_data) light.location = (0, 0, 410) light.rotation_euler = (0, 0, 0) .. GENERATED FROM PYTHON SOURCE LINES 114-123 A speckle pattern can then be applied to the sample. Firstly, the material properties of the sample must be specified, but these will all be defaulted if no inputs are provided. The speckle pattern can then be specified by providing a path to an image file with the pattern. The mm/px resolution of the camera must also be specified in order to correctly scale the speckle pattern. It should be noted that for a bigger camera or sample you may need to generate a larger speckle pattern. .. GENERATED FROM PYTHON SOURCE LINES 123-132 .. code-block:: Python material_data = pyvale.BlenderMaterialData() speckle_path = pyvale.DataSet.dic_pattern_5mpx_path() mm_px_resolution = pyvale.CameraTools.calculate_mm_px_resolution(cam_data) scene.add_speckle(part=part, speckle_path=speckle_path, mat_data=material_data, mm_px_resolution=mm_px_resolution) .. GENERATED FROM PYTHON SOURCE LINES 133-139 Deforming the sample and rendering images ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ Once all the objects have been added to the scene, the sample can be deformed, and images can be rendered. Firstly, all the rendering parameters must be set, including parameters such as the number of threads to use. .. GENERATED FROM PYTHON SOURCE LINES 139-144 .. code-block:: Python render_data = pyvale.RenderData(cam_data=cam_data, base_dir=base_dir, threads=8) .. GENERATED FROM PYTHON SOURCE LINES 145-154 A series of deformed images can then be rendered. This is done by passing in rendering parameters, as well as the `RenderMeshData` object, the part(sample) and the spatial dimension of the simulation. This will automatically deform the sample, and render subsequent images at each deformation timestep. If `stage_image` is set to True, the image will be saved to disk, converted to an array, deleted and the image array will be returned. This is due to the fact that an image cannot be saved directly as an array through Blender. .. GENERATED FROM PYTHON SOURCE LINES 154-161 .. code-block:: Python scene.render_deformed_images(render_mesh, sim_spat_dim=3, render_data=render_data, part=part, stage_image=False) .. GENERATED FROM PYTHON SOURCE LINES 162-163 The rendered image will be saved to this filepath: .. GENERATED FROM PYTHON SOURCE LINES 163-166 .. code-block:: Python print("Save directory of the image:", (render_data.base_dir / "blenderimages")) .. GENERATED FROM PYTHON SOURCE LINES 167-169 There is also the option to save the scene as a Blender project file. This file can be opened with the Blender GUI to view the scene. .. GENERATED FROM PYTHON SOURCE LINES 169-171 .. code-block:: Python pyvale.BlenderTools.save_blender_file(base_dir) .. _sphx_glr_download_examples_renderblender_ex1_2_blenderdeformed.py: .. only:: html .. container:: sphx-glr-footer sphx-glr-footer-example .. container:: sphx-glr-download sphx-glr-download-jupyter :download:`Download Jupyter notebook: ex1_2_blenderdeformed.ipynb ` .. container:: sphx-glr-download sphx-glr-download-python :download:`Download Python source code: ex1_2_blenderdeformed.py ` .. container:: sphx-glr-download sphx-glr-download-zip :download:`Download zipped: ex1_2_blenderdeformed.zip ` .. only:: html .. rst-class:: sphx-glr-signature `Gallery generated by Sphinx-Gallery `_