{ "cells": [ { "cell_type": "markdown", "id": "31a94bbd-34ef-404b-a9be-4f3a216a8c3c", "metadata": {}, "source": [ "# Interpolation from 2D sem mesh\n", "\n", "Our interpolation routines work mostly for 3D fields, therefore here we show a workaround by converting 2D fields into 3D fields with one element\n", "\n", "#### Import general modules" ] }, { "cell_type": "code", "execution_count": 1, "id": "8b4ca2be-46e8-443b-ab44-6d1a60abfec4", "metadata": {}, "outputs": [], "source": [ "# Import required modules\n", "from mpi4py import MPI #equivalent to the use of MPI_init() in C\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", "# Get mpi info\n", "comm = MPI.COMM_WORLD" ] }, { "cell_type": "markdown", "id": "1702ba96-7854-4a2f-89d2-7f2b2aaa61b1", "metadata": {}, "source": [ "#### Import modules from pysemtools" ] }, { "cell_type": "code", "execution_count": 2, "id": "09a4efe8-3557-4ff7-850e-0a26c8937bd6", "metadata": {}, "outputs": [], "source": [ "from pysemtools.io.ppymech.neksuite import pynekread\n", "from pysemtools.datatypes.msh import Mesh\n", "from pysemtools.datatypes.coef import Coef\n", "from pysemtools.datatypes.field import FieldRegistry" ] }, { "cell_type": "markdown", "id": "d3bc8b63-258e-46c7-8b59-0116036cd8a3", "metadata": {}, "source": [ "## Read the data and build objects\n", "\n", "In this instance, we create connectivity for the mesh object, given that we wish to use direct stiffness summation to reduce discontinuities." ] }, { "cell_type": "code", "execution_count": 3, "id": "6e428886-3877-4219-90cb-5dd641b7bb0f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2024-08-26 08:37:50,343 - Mesh - INFO - Initializing empty Mesh object.\n", "2024-08-26 08:37:50,344 - Field - INFO - Initializing empty Field object\n", "2024-08-26 08:37:50,345 - pynekread - INFO - Reading file: ../data/mixlay0.f00001\n", "2024-08-26 08:37:50,359 - Mesh - INFO - Initializing Mesh object from x,y,z ndarrays.\n", "2024-08-26 08:37:50,360 - Mesh - INFO - Initializing common attributes.\n", "2024-08-26 08:37:50,361 - Mesh - INFO - Creating connectivity\n", "2024-08-26 08:37:50,545 - Mesh - INFO - Mesh object initialized.\n", "2024-08-26 08:37:50,545 - Mesh - INFO - Mesh data is of type: float64\n", "2024-08-26 08:37:50,546 - Mesh - INFO - Elapsed time: 0.18645260199999994s\n", "2024-08-26 08:37:50,546 - pynekread - INFO - Reading field data\n", "2024-08-26 08:37:50,553 - pynekread - INFO - File read\n", "2024-08-26 08:37:50,554 - pynekread - INFO - Elapsed time: 0.209186977s\n", "2024-08-26 08:37:50,555 - Coef - INFO - Initializing Coef object\n", "2024-08-26 08:37:50,555 - Coef - INFO - Getting derivative matrices\n", "2024-08-26 08:37:50,557 - Coef - INFO - Calculating the components of the jacobian\n", "2024-08-26 08:37:50,565 - Coef - INFO - Calculating the jacobian determinant and inverse of the jacobian matrix\n", "2024-08-26 08:37:50,569 - Coef - INFO - Calculating the mass matrix\n", "2024-08-26 08:37:50,570 - Coef - INFO - Coef object initialized\n", "2024-08-26 08:37:50,570 - Coef - INFO - Coef data is of type: float64\n", "2024-08-26 08:37:50,571 - Coef - INFO - Elapsed time: 0.016067732s\n" ] } ], "source": [ "msh = Mesh(comm, create_connectivity=True)\n", "fld = FieldRegistry(comm)\n", "pynekread('../data/mixlay0.f00001', comm, data_dtype=np.double, msh=msh, fld=fld)\n", "coef = Coef(msh, comm, get_area=False)" ] }, { "cell_type": "markdown", "id": "58ec6a8b-decd-4ee8-82e3-ba3e65d77afd", "metadata": {}, "source": [ "### Plot the 2D velocity field" ] }, { "cell_type": "code", "execution_count": 4, "id": "c71cf4f4-32ee-483f-8f32-4cf4ac889056", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(5, 2.5), dpi = 200)\n", "c = ax.tricontourf(msh.x.flatten(), msh.y.flatten() ,fld.registry[\"u\"].flatten(), levels=100, cmap=\"RdBu_r\")\n", "fig.colorbar(c)\n", "ax.set_aspect('equal')\n", "ax.set_xlabel(\"x\")\n", "ax.set_ylabel(\"y\")\n", "ax.set_xlim([1.5,6.5])\n", "ax.set_ylim([5.5,8.5])\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "444bdfbe", "metadata": {}, "source": [ "## Extrude the mesh to be one element deep\n", "\n", "For this we can simply use a helper function" ] }, { "cell_type": "code", "execution_count": 5, "id": "ccf70528", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2024-08-26 08:37:51,889 - Mesh - INFO - Initializing Mesh object from x,y,z ndarrays.\n", "2024-08-26 08:37:51,890 - Mesh - INFO - Initializing common attributes.\n", "2024-08-26 08:37:51,891 - Mesh - INFO - Creating connectivity\n", "2024-08-26 08:37:52,615 - Mesh - INFO - Mesh object initialized.\n", "2024-08-26 08:37:52,616 - Mesh - INFO - Mesh data is of type: float64\n", "2024-08-26 08:37:52,617 - Mesh - INFO - Elapsed time: 0.7274203159999999s\n", "2024-08-26 08:37:52,618 - Field - INFO - Initializing empty Field object\n" ] } ], "source": [ "# Import helper function\n", "from pysemtools.datatypes.utils import extrude_2d_sem_mesh\n", "\n", "# Extrude the 2D mesh to 3D\n", "msh3d, fld3d = extrude_2d_sem_mesh(comm, lz = msh.lx, msh = msh, fld = fld)" ] }, { "cell_type": "markdown", "id": "8aaa1bd4", "metadata": {}, "source": [ "## Generate interpolation points\n", "\n", "The interpolation points must have 3 coordinates, so we simply set the z limits to be zero, since in our extrudex 3d mesh, zero is part of the extruded dimension" ] }, { "cell_type": "code", "execution_count": 6, "id": "f48991d9", "metadata": {}, "outputs": [], "source": [ "# Import helper functions\n", "import pysemtools.interpolation.utils as interp_utils\n", "import pysemtools.interpolation.pointclouds as pcs\n", "\n", "\n", "if comm.Get_rank() == 0 :\n", " # Generate the bounding box of the points\n", " x_bbox = [1.5, 6.5]\n", " y_bbox = [5.5, 8.5]\n", " z_bbox = [0,0]\n", " nx = 100\n", " ny = 100\n", " nz = 1\n", " \n", " # Generate the 1D mesh\n", " x_1d = pcs.generate_1d_arrays(x_bbox, nx, mode=\"equal\")\n", " y_1d = pcs.generate_1d_arrays(y_bbox, ny, mode=\"equal\")\n", " z_1d = pcs.generate_1d_arrays(z_bbox, nz, mode=\"equal\")\n", "\n", " # Generate a 3D mesh\n", " x, y, z = np.meshgrid(x_1d, y_1d, z_1d, indexing='ij')\n", "\n", " # Array the points as a list of probes\n", " xyz = interp_utils.transform_from_array_to_list(nx,ny,nz,[x, y, z])\n", "\n", " # Write the points for future use\n", " with open('points.csv', 'w') as f:\n", " for i in range((xyz.shape[0])):\n", " f.write(f\"{xyz[i][0]},{xyz[i][1]},{xyz[i][2]}\\n\")\n", "else:\n", " xyz = 1" ] }, { "cell_type": "markdown", "id": "1241dc80", "metadata": {}, "source": [ "## Interpolate\n", "\n", "From here on, the process is the same\n", "\n", "### Find the points\n", "\n", "The points are always found at the initialization stage. This might be time consiming" ] }, { "cell_type": "code", "execution_count": 7, "id": "b5645276", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2024-08-26 08:37:52,671 - Probes - INFO - Initializing Probes object\n", "2024-08-26 08:37:52,672 - Probes - INFO - No input file provided. Using default values\n", "2024-08-26 08:37:52,673 - Probes - INFO - Probes provided as keyword argument. Assigning in rank 0\n", "2024-08-26 08:37:52,674 - Probes - INFO - Mesh provided as keyword argument\n", "2024-08-26 08:37:52,674 - Probes - INFO - Initializing interpolator\n", "2024-08-26 08:37:52,675 - Interpolator - INFO - Initializing Interpolator object\n", "2024-08-26 08:37:52,675 - Interpolator - INFO - Initializing point interpolator: multiple_point_legendre_numpy\n", "2024-08-26 08:37:52,680 - Interpolator - INFO - Allocating buffers in point interpolator\n", "2024-08-26 08:37:52,681 - Interpolator - INFO - Using device: cpu\n", "2024-08-26 08:37:52,682 - Interpolator - INFO - Interpolator initialized\n", "2024-08-26 08:37:52,682 - Interpolator - INFO - Elapsed time: 0.006703410999999715s\n", "2024-08-26 08:37:52,683 - Probes - INFO - Setting up global tree\n", "2024-08-26 08:37:52,683 - Interpolator - INFO - Using global_tree of type: rank_bbox\n", "2024-08-26 08:37:52,684 - Interpolator - INFO - Finding bounding boxes for each rank\n", "2024-08-26 08:37:52,686 - Interpolator - INFO - Creating global KD tree with rank centroids\n", "2024-08-26 08:37:52,688 - Interpolator - INFO - Elapsed time: 0.004152533000000069s\n", "2024-08-26 08:37:52,688 - Probes - INFO - Scattering probes to all ranks\n", "2024-08-26 08:37:52,689 - Interpolator - INFO - Scattering probes\n", "2024-08-26 08:37:52,691 - Interpolator - INFO - done\n", "2024-08-26 08:37:52,693 - Interpolator - INFO - Elapsed time: 0.001545761999999673s\n", "2024-08-26 08:37:52,693 - Probes - INFO - Finding points\n", "2024-08-26 08:37:52,694 - Interpolator - INFO - using communication pattern: point_to_point\n", "2024-08-26 08:37:52,695 - Interpolator - INFO - Finding points - start\n", "2024-08-26 08:37:52,696 - Interpolator - INFO - Finding bounding box of sem mesh\n", "2024-08-26 08:37:52,728 - Interpolator - INFO - Creating KD tree with local bbox centroids\n", "2024-08-26 08:37:52,729 - Interpolator - INFO - Obtaining candidate ranks and sources\n", "2024-08-26 08:37:52,732 - Interpolator - INFO - Send data to candidates and recieve from sources\n", "2024-08-26 08:37:52,733 - Interpolator - INFO - Find rst coordinates for the points\n", "2024-08-26 08:37:53,891 - Interpolator - INFO - Send data to sources and recieve from candidates\n", "2024-08-26 08:37:53,892 - Interpolator - INFO - Determine which points were found and find best candidate\n", "2024-08-26 08:37:53,921 - Interpolator - INFO - Finding points - finished\n", "2024-08-26 08:37:53,922 - Interpolator - INFO - Elapsed time: 1.2260808879999998s\n", "2024-08-26 08:37:53,922 - Probes - INFO - Gathering probes to rank 0 after search\n", "2024-08-26 08:37:53,923 - Interpolator - INFO - Gathering probes\n", "2024-08-26 08:37:53,924 - Interpolator - INFO - done\n", "2024-08-26 08:37:53,925 - Interpolator - INFO - Elapsed time: 0.0014982169999999684s\n", "2024-08-26 08:37:53,927 - Probes - INFO - Redistributing probes to found owners\n", "2024-08-26 08:37:53,929 - Probes - INFO - Writing probe coordinates to ./interpolated_fields.csv\n", "2024-08-26 08:37:53,948 - Probes - INFO - Writing points with warnings to ./warning_points_interpolated_fields.json\n", "2024-08-26 08:37:53,950 - Probes - INFO - Found 10000 points, 0 not found, 0 with warnings\n", "2024-08-26 08:37:53,951 - Probes - INFO - Probes object initialized\n", "2024-08-26 08:37:53,951 - Probes - INFO - Elapsed time: 1.2801558099999997s\n" ] } ], "source": [ "# Interpolate the interpolation module\n", "from pysemtools.interpolation.probes import Probes\n", "\n", "probes = Probes(comm, probes = xyz, msh = msh3d, point_interpolator_type='multiple_point_legendre_numpy', max_pts=256, find_points_comm_pattern='point_to_point')" ] }, { "cell_type": "markdown", "id": "44a8819a", "metadata": {}, "source": [ "### Interpolate\n", "\n", "After the points are found, any field can be interpolated" ] }, { "cell_type": "code", "execution_count": 8, "id": "9d9d9b55", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "2024-08-26 08:37:53,960 - Probes - INFO - Interpolating fields from field list\n", "2024-08-26 08:37:53,964 - Probes - INFO - Interpolating field 0\n", "2024-08-26 08:37:53,965 - Interpolator - INFO - Interpolating field from rst coordinates\n", "2024-08-26 08:37:54,002 - Interpolator - INFO - Elapsed time: 0.03556546699999963s\n" ] } ], "source": [ "# Interpolate from a field list\n", "probes.interpolate_from_field_list(0, [fld3d.registry['u']], comm, write_data=False)" ] }, { "cell_type": "markdown", "id": "7442706e", "metadata": {}, "source": [ "### Process the results\n", "\n", "In the current implementation, points are partitioned in ranks but rank zero also has them all collected, so we work there." ] }, { "cell_type": "code", "execution_count": 9, "id": "3b6943ac", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "if comm.Get_rank() == 0:\n", "\n", " int_fields = interp_utils.transform_from_list_to_array(nx,ny,nz,probes.interpolated_fields)\n", " u_int = int_fields[1]\n", "\n", " #levels = 500\n", " levels = np.linspace(-0.44, 1.54, 500)\n", " cmapp='RdBu_r'\n", " fig, ax = plt.subplots(1, 1, figsize=(5, 2.5), dpi = 200)\n", "\n", " c1 = ax.tricontourf(x.flatten(), y.flatten() ,u_int.flatten(), levels=levels, cmap=cmapp)\n", " fig.colorbar(c1)\n", " ax.set_xlabel(\"x\")\n", " ax.set_ylabel(\"y\")\n", " plt.show()" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.10.14" } }, "nbformat": 4, "nbformat_minor": 5 }