{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Tutorial: Building domains with PINA's `BaseDomain` class\n", "\n", "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/mathLab/PINA/blob/master/tutorials/tutorial6/tutorial.ipynb)\n", "\n", "In this tutorial, we explore how to use and visualize PINA’s built-in geometric domains and how to construct custom ones. We will cover:\n", "- Creating domains using `CartesianDomain`, `EllipsoidDomain`, and `SimplexDomain`\n", "- Combining domains through set operations\n", "- Defining custom domains\n", "- Sampling from domains\n", "\n", "We begin by importing the necessary modules." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "## routine needed to run the notebook on Google Colab\n", "try:\n", " import google.colab\n", "\n", " IN_COLAB = True\n", "except:\n", " IN_COLAB = False\n", "if IN_COLAB:\n", " !pip install \"pina-mathlab[tutorial]\"\n", "\n", "from copy import deepcopy\n", "import torch\n", "import matplotlib.pyplot as plt\n", "\n", "from pina import LabelTensor\n", "from pina.domain import (\n", " CartesianDomain,\n", " EllipsoidDomain,\n", " SimplexDomain,\n", " Union,\n", " BaseDomain,\n", ")" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## Built-in Geometries" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We start with PINA’s built-in geometries. In particular, we define a Cartesian domain, an ellipsoid domain, and a simplex domain, all in two dimensions. Extending these constructions to higher dimensions follows the same principles.\n", "The Cartesian domain represents rectangular regions, the ellipsoid domain models circular or elliptical shapes, and the simplex domain corresponds to triangular regions, which can be combined to form general polygonal domains." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "# Carteisan, Ellipsoid, and Simplex domains\n", "cartesian = CartesianDomain({\"x\": [0, 1], \"y\": [0, 1]})\n", "ellipsoid = EllipsoidDomain({\"x\": [-0.5, 0.5], \"y\": [-0.5, 0.5]})\n", "simplex = SimplexDomain(\n", " [\n", " LabelTensor(torch.tensor([[-0.5, 0]]), labels=[\"x\", \"y\"]),\n", " LabelTensor(torch.tensor([[0.5, 0]]), labels=[\"x\", \"y\"]),\n", " LabelTensor(torch.tensor([[-0.5, 1]]), labels=[\"x\", \"y\"]),\n", " ]\n", ")\n", "\n", "# Example of a domain with fixed and variable dimensions\n", "cartesian_fixed_variable = CartesianDomain({\"x\": [0, 2], \"y\": 1})" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Both Cartesian and ellipsoid domains are created by passing dictionaries that specify the bounds for each variable. If a lower and upper bound coincide, the variable can be fixed by providing a single numerical value.\n", "Since the concept of bounds does not apply to simplices, their initialization requires explicitly providing the vertices. The number of vertices must always be one more than the domain dimension." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To visualize the shapes, we draw sample points from each domain using the `sample` method, available for all PINA domains. The argument `n` specifies how many points to generate. The optional `mode` argument selects the sampling strategy (e.g. \"random\"). The optional `variables` argument allows sampling over only a subset of variables; here, we sample all of them." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "cartesian_samples = cartesian.sample(n=1000, mode=\"random\")\n", "ellipsoid_samples = ellipsoid.sample(n=1000, mode=\"random\")\n", "simplex_samples = simplex.sample(n=1000, mode=\"random\")\n", "fixed_variable_samples = cartesian_fixed_variable.sample(n=1000, mode=\"random\")" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "We can inspect a few sampled points from each domain to get a better understanding of their structure." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Cartesian samples: 1: {'dof': ['x', 'y'], 'name': 1}\n", "\n", "tensor([[0.3672, 0.5710],\n", " [0.5258, 0.3927],\n", " [0.3316, 0.7359],\n", " [0.9124, 0.8232]])\n", "\n", "Ellipsoid samples: 1: {'dof': ['x', 'y'], 'name': 1}\n", "\n", "tensor([[ 0.3378, 0.0636],\n", " [ 0.2436, 0.1680],\n", " [ 0.3567, 0.1652],\n", " [-0.2776, 0.1676]])\n", "\n", "Simplex samples: 1: {'dof': ['x', 'y'], 'name': 1}\n", "\n", "tensor([[-0.1643, 0.4065],\n", " [ 0.3280, 0.1269],\n", " [-0.1841, 0.3838],\n", " [ 0.2982, 0.0638]])\n", "\n", "Fixed variable samples: 1: {'dof': ['x', 'y'], 'name': 1}\n", "\n", "tensor([[0.4529, 1.0000],\n", " [0.5599, 1.0000],\n", " [1.0384, 1.0000],\n", " [1.4100, 1.0000]])\n", "\n" ] } ], "source": [ "print(f\"Cartesian samples: {cartesian_samples[:4]}\\n\")\n", "print(f\"Ellipsoid samples: {ellipsoid_samples[:4]}\\n\")\n", "print(f\"Simplex samples: {simplex_samples[:4]}\\n\")\n", "print(f\"Fixed variable samples: {fixed_variable_samples[:4]}\\n\")" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "Now we are ready to visualize the sampled points!" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Basic plotting function\n", "def plot_scatter(ax, pts, title):\n", " ax.title.set_text(title)\n", " ax.scatter(pts.extract(\"x\"), pts.extract(\"y\"), color=\"blue\", alpha=0.5)\n", " ax.set_aspect(\"equal\", adjustable=\"box\")\n", "\n", "\n", "fig, axs = plt.subplots(1, 3, figsize=(16, 4))\n", "pts_list = [cartesian_samples, ellipsoid_samples, simplex_samples]\n", "title_list = [\"Cartesian Domain\", \"Ellipsoid Domain\", \"Simplex Domain\"]\n", "\n", "for ax, pts, title in zip(axs, pts_list, title_list):\n", " plot_scatter(ax, pts, title)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Similarly, we can sample and visualize boundary points by using the `partial` method. This method returns a new domain representing only the boundary of the original one, from which we can draw samples in exactly the same way." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Boundary definitions\n", "cartesian_boundary = cartesian.partial()\n", "ellipsoid_boundary = ellipsoid.partial()\n", "simplex_boundary = simplex.partial()\n", "\n", "# Boundary sampling\n", "cartesian_bnd_samples = cartesian_boundary.sample(n=500, mode=\"random\")\n", "ellipsoid_bnd_samples = ellipsoid_boundary.sample(n=500, mode=\"random\")\n", "simplex_bnd_samples = simplex_boundary.sample(n=500, mode=\"random\")\n", "\n", "# Plot\n", "fig, axs = plt.subplots(1, 3, figsize=(16, 4))\n", "pts_list = [cartesian_bnd_samples, ellipsoid_bnd_samples, simplex_bnd_samples]\n", "title_list = [\"Cartesian Domain\", \"Ellipsoid Domain\", \"Simplex Domain\"]\n", "\n", "for ax, pts, title in zip(axs, pts_list, title_list):\n", " plot_scatter(ax, pts, title)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Great! We have created our first domains, sampled points from them, and visualized the results." ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "## Set Operations" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "PINA’s built-in domains are powerful, but by themselves they cannot represent more complex shapes. To build richer geometries, we use set operations. PINA supports `Union`, `Intersection`, `Difference`, and `Exclusion` (symmetric difference) for all domain types.\n", "Here, we focus on `Union` for demonstration purposes; the remaining operations behave analogously." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "All set operations in PINA take a list of domains as input. For `Intersection`, `Difference`, and `Exclusion`, the operation is applied between the first two domains in the list. The resulting domain is then combined with the next one, and this process continues iteratively until all domains have been processed." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let’s build the union of:\n", "1. `cartesian` and `simplex`\n", "2. `cartesian` and `ellipsoid_boundary`\n", "3. `ellipsoid` and `simplex_boundary`" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "union_cart_sim = Union([cartesian, simplex])\n", "union_cart_ell_bnd = Union([cartesian, ellipsoid_boundary])\n", "union_ell_sim_bnd = Union([ellipsoid, simplex_boundary])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And of course, we can sample points from these composite domains as well!" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "cart_sim_samples = union_cart_sim.sample(n=1000, mode=\"random\")\n", "cart_ell_bnd_samples = union_cart_ell_bnd.sample(n=1000, mode=\"random\")\n", "ell_sim_bnd_samples = union_ell_sim_bnd.sample(n=1000, mode=\"random\")" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "We can now plot the samples to visualize each union." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, axs = plt.subplots(1, 3, figsize=(16, 4))\n", "pts_list = [cart_sim_samples, cart_ell_bnd_samples, ell_sim_bnd_samples]\n", "title_list = [\n", " \"Cartesian and Simplex Union\",\n", " \"Cartesian and Ellipsoid Border Union\",\n", " \"Ellipsoid and Simplex Border Union\",\n", "]\n", "for ax, pts, title in zip(axs, pts_list, title_list):\n", " plot_scatter(ax, pts, title)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Creating a Custom Domain" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Next, we explore how to create a custom domain. As an example, we consider a heart-shaped region defined by the inequality:\n", "$$(x^2+y^2-1)^3-x^2y^3 \\le 0$$" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Custom domains in PINA can be created by inheriting from the `BaseDomain` class, which provides the general structure shared by all domains.\n", "We begin by defining the constructor: we specify the available sampling modes (\"random\", \"grid\", \"chebyshev\", \"latin\" or \"lh\"). Here, we default to random sampling. We also introduce the parameter `sample_surface`, which determines whether we sample the full heart or only its boundary." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "class Heart(BaseDomain):\n", " \"\"\"\n", " Implementation of the Heart Domain.\n", " \"\"\"\n", "\n", " def __init__(self, sample_surface=False):\n", " \"\"\"\n", " Initialization of the Heart Domain.\n", " \"\"\"\n", " super().__init__()\n", "\n", " self._sample_modes = \"random\"\n", " self.sample_surface = sample_surface" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Since the `Heart` domain inherits from BaseDomain, we must implement its abstract methods: `is_inside`, `sample`, and `partial`." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The `is_inside` method checks whether a given point lies inside the domain. It receives the point to test and the boolean `check_border`, which indicates whether points on the boundary should be considered inside." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "def is_inside(self, point, check_border=False):\n", " \"\"\"\n", " Check if a point is inside the Heart domain.\n", " \"\"\"\n", " # Extract coordinates\n", " x = point[\"x\"]\n", " y = point[\"y\"]\n", "\n", " # Define the quantity defining the heart shape\n", " eqn = (x**2 + y**2 - 1) ** 3 - (x**2) * (y**3)\n", "\n", " # If sampling on the surface, check for equality\n", " if self.sample_surface:\n", " return torch.allclose(eqn, torch.zeros_like(eqn))\n", "\n", " # Check if point is inside the heart shape\n", " return (eqn <= 0) if check_border else (eqn < 0)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The `sample` method closely resembles those of PINA’s built-in domains. We specify the number of points `n` and the sampling strategy mode. Note that for illustration we implement a very naive sampling approach, which is inefficient and not suitable for sampling boundary points for the heart domain!" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "def sample(self, n, mode=\"random\"):\n", " \"\"\"\n", " Sampling routine for the Heart domain.\n", " \"\"\"\n", " # Create a list to store the sampled points\n", " samples = []\n", "\n", " # Random sampling\n", " if mode == \"random\":\n", "\n", " # Loop until we have n samples\n", " while len(samples) < n:\n", "\n", " # Generate random point in bounding box\n", " pts = torch.rand(1, 2) * 3.0 - 1.5\n", " pts = LabelTensor(pts, labels=[\"x\", \"y\"])\n", "\n", " # Check if the point is inside the heart, borders included\n", " if self.is_inside(pts, True):\n", " samples.append(pts)\n", "\n", " return LabelTensor.cat(samples, dim=0)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The `partial` method returns a new instance of the domain class that represents only its boundary. Implementing it is straightforward." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "def partial(self):\n", " \"\"\"\n", " Return the boundary of the Heart domain.\n", " \"\"\"\n", " # Copy the current instance and set sampling only on the surface\n", " boundary = deepcopy(self)\n", " boundary.sample_surface = True\n", "\n", " return boundary" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We now have all the components needed to complete the `Heart` class." ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "# Linking the methods to the Heart class\n", "Heart.is_inside = is_inside\n", "Heart.sample = sample\n", "Heart.partial = partial\n", "\n", "# Avoid complaints about abstract methods not being implemented\n", "Heart.__abstractmethods__ = frozenset()" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "Let’s generate the heart domain and draw sample points." ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "# Generate the heart domain\n", "heart = Heart()\n", "\n", "# Draw samples from the heart domain\n", "heart_samples = heart.sample(n=1000, mode=\"random\")" ] }, { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "Finally, we visualize the samples." ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "plot_scatter(ax, heart_samples, \"Heart Domain\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## What's Next?\n", "\n", "In this tutorial, we introduced the construction of custom geometries and the use of domain operations to combine basic shapes. From here, you can experiment with a wide range of possibilities:\n", "\n", "1. **Build More Complex Geometries**: Combine multiple simple shapes using set operations to design sophisticated domains.\n", "\n", "2. **Optimize for Specific Applications**: Tailor domain definitions for tasks such as fluid flow, heat transfer, or structural mechanics.\n", "\n", "3. **...and many more!**: Implement new geometries using DomainInterface and push PINA’s capabilities further.\n", "\n", "For more resources and tutorials, check out the [PINA Documentation](https://mathlab.github.io/PINA/)." ] } ], "metadata": { "kernelspec": { "display_name": "deep", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.12.11" } }, "nbformat": 4, "nbformat_minor": 4 }