Populate Solid

https://user-images.githubusercontent.com/14288520/202823386-8c640d40-e5b2-40d4-8d52-ae4aa6dbf891.png

Dependencies

This node requires FreeCAD library to work.

Functionality

This node generates a number of random points, distributed in a given Solid object according to the provided Scalar Field. It has two modes:

  • Generate uniformly distributed points in areas where the value of scalar field is greater than threshold;

  • Generate points according to the value of scalar field: put more points in areas where the value of scalar field is greater. More precisely, the probability of the vertex appearance at some point is proportional to the value of the scalar field at that point.

This node can make sure that generated points are not too close to one another. This can be controlled in one of two ways:

  • By specifying minimum distance between any two different points;

  • Or by specifying a radius around each generated points, which should be free. More precisely, the node makes sure that if you place a sphere of specified radius at each point as a center, these spheres will never intersect. The radiuses of such spheres are provided as a scalar field: it defines a radius value for any point in the space.

The node can generate points either inside the Solid body, or on it’s surface.

https://user-images.githubusercontent.com/14288520/202843160-4d678ed7-f50e-4b8d-bf7c-2e9405b4a69f.png

Inputs

This node has the following inputs:

  • Solid. Solid object, in which the points must be generated. This input is mandatory.

https://user-images.githubusercontent.com/14288520/202843238-83e37c2e-7756-4e60-93b6-54b83a848918.png

Solids-> Sphere (Solid)

  • Field. The scalar field defining the distribution of generated points. If this input is not connected, the node will generate evenly distributed points. This input is mandatory, if Proportional parameter is checked.

https://user-images.githubusercontent.com/14288520/202843480-46245c44-7dfe-4560-a7f1-1bb52292979a.png

Fields-> Scalar Field Formula

  • Count. The number of points to be generated. The default value is 50.

https://user-images.githubusercontent.com/14288520/202843675-b9e470ed-e2dd-40bc-974c-59db5edb320b.png
  • MinDistance. This input is available only when Distance parameter is set to Min. Distance. Minimum allowable distance between generated points. If set to zero, there will be no restriction on distance between points. Default value is 0.

https://user-images.githubusercontent.com/14288520/202844045-8b48c206-1aeb-4d99-9d66-4e3b5fc71f92.gif

Number-> A Number

  • RadiusField. This input is available and mandatory only when Distance parameter is set to Radius Field. The scalar field, which defines radius of free sphere around any generated point.

https://user-images.githubusercontent.com/14288520/202844272-85199fd7-ad08-4314-9ab3-8c4521da5b38.png

Fields-> Scalar Field Formula

  • Threshold. Threshold value: the node will not generate points in areas where the value of scalar field is less than this value. The default value is 0.5.

https://user-images.githubusercontent.com/14288520/202844937-b2b05fe9-abac-4e17-b12c-10b81a52c026.png

Number-> A Number, Fields-> Scalar Field Formula

  • Field Minimum. Minimum value of scalar field reached within the area defined by Bounds input. This input is used to define the probability of vertices generation at certain points. This input is only available when the Proportional parameter is checked. The default value is 0.0.

  • Field Maximum. Maximum value of scalar field reached within the area defined by Bounds input. This input is used to define the probability of vertices generation at certain points. This input is only available when the Proportional parameter is checked. The default value is 1.0.

https://user-images.githubusercontent.com/14288520/202845089-a14b0487-10a5-437b-a9d0-f845e38fe666.png

Fields-> Scalar Field Formula

  • FaceMask. Mask Solid faces.

https://user-images.githubusercontent.com/14288520/202845552-233c083b-5ae3-4287-974b-2d87c0ee798c.png

Solids-> Box (Solid), Number-> List Input

  • Seed. Random seed. The default value is 0.

https://user-images.githubusercontent.com/14288520/202845244-60dc104d-14c9-4c08-bf90-597e1500c218.png

Parameters

This node has the following parameters:

  • Generation mode. This defines where the points will be generated. The available options are:

    • Volume. The points will be generated inside the Solid object.

    • Surface. The points will be generated on the surface of the Solid object.

    The default value is Volume

https://user-images.githubusercontent.com/14288520/202845679-df6b1eb2-936c-4f4d-8769-765f26a9aee8.png
  • Distance. This defines how minimum distance between generated points is defined. The available options are:

    • Min. Distance. The user provides minimum distance between any two points in the MinDistance input.

    • RadiusField. The user defines a radius of a sphere that should be empty around each generated point, by providing a scalar field in the RadiusField input. The node makes sure that these spheres will not intersect.

    The default value is Min. Distance.

https://user-images.githubusercontent.com/14288520/202846408-88497a53-c69d-4d6c-bfaa-61f3d8852e8e.png

Fields-> Scalar Field Formula, Solids-> Box (Solid), Number-> A Number

  • Proportional. If checked, then the points density will be distributed proportionally to the values of scalar field. Otherwise, the points will be uniformly distributed in the area where the value of scalar field exceeds threshold. Unchecked by default.

https://user-images.githubusercontent.com/14288520/202846803-8536c6a0-d952-43cc-a9ad-453f72d65ba8.gif

Fields-> Scalar Field Formula, Solids-> Box (Solid), Number-> A Number

  • Random Radius. This parameter is available only when Distance parameter is set to RadiusField. If checked, then radiuses of empty spheres will be generated randomly, by using uniform distribution between 0 (zero) and the value defined by the scalar field provided in the RadiusField input. Unchecked by default.

https://user-images.githubusercontent.com/14288520/202846901-c14239c3-c7d5-4b2b-803d-6d097f90385d.gif

Fields-> Scalar Field Formula, Solids-> Box (Solid), Number-> A Number

  • Accept in surface. This parameter is only available when the Generation mode parameter is set to Volume. This defines whether it is acceptable to generate points on the surface of the body as well as inside it. Checked by default.

  • Accuracy. This parameter is available in the N panel only. This defines the accuracy of defining whether the point lies on the surface of the body. The higher the value, the more precise this process is. The default value is 5.

https://user-images.githubusercontent.com/14288520/202847008-cf135052-a08d-49ae-838e-9ee4e458489d.png

When Proportional mode is enabled, then the probability of vertex appearance at the certain point is calculated as P = (V - FieldMin) / (FieldMax - FieldMin), where V is the value of scalar field at that point, and FieldMin, FieldMax are values of corresponding node inputs.

Outputs

This node has the following output:

  • Vertices. Generated vertices.

Example of Usage

https://user-images.githubusercontent.com/14288520/202847380-7b36aa68-4e6d-4c79-88a3-3017fb174eae.png

Example of “Radius Field” mode usage:

https://user-images.githubusercontent.com/14288520/202847664-26cd5174-bfe9-4f44-b594-0dd5ea13f402.png https://user-images.githubusercontent.com/14288520/202847746-7b1c966a-85b6-41ab-8173-f5296cdab34b.gif
https://user-images.githubusercontent.com/14288520/202848027-ff0bf841-2b98-4df8-95a8-11078ec2ab09.png