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130 changes: 130 additions & 0 deletions other/materials_designer/atomman-mat3ra.ipynb
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Atomman and Mat3ra integration example\n",
"\n",
"Installing both packages and related dependencies in JupyterLite/pyodide,\n",
"Loading material from environment or Standata\n",
"Using Atomman to create a vacancy defect in a material.\n",
"Converting back to Mat3ra material and visualizing it."
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"# import Mat3ra related packages\n",
"import sys\n",
"\n",
"if sys.platform == \"emscripten\":\n",
" import micropip\n",
"\n",
" # Install and import atomman related packages\n",
" micropip.uninstall(\"packaging\")\n",
" await micropip.install(\"packaging==24.1\")\n",
" await micropip.install(\"https://files.mat3ra.com/uploads/pyyaml-6.0.2-cp311-cp311-emscripten_3_1_45_wasm32.whl\")\n",
" await micropip.install(\"https://files.mat3ra.com/uploads/pymongo-4.15.1-cp311-cp311-emscripten_3_1_45_wasm32.whl\")\n",
" await micropip.install(\"https://files.mat3ra.com/uploads/atomman-1.4.11-cp311-cp311-emscripten_3_1_45_wasm32.whl\",keep_going=True)\n",
"\n",
" # Install and import mat3ra related packages\n",
" await micropip.install(\"mat3ra-api-examples\", deps=False)\n",
" await micropip.install('mat3ra-utils')\n",
" await micropip.install('mat3ra-standata', deps=False)\n",
" from mat3ra.utils.jupyterlite.packages import install_packages\n",
" await install_packages(\"\")"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"# Load material from inputs\n",
"from utils.jupyterlite import get_materials\n",
"from mat3ra.made.tools.convert import to_poscar\n",
"from mat3ra.standata.materials import Materials\n",
"from mat3ra.made.material import Material\n",
"\n",
"materials = get_materials(globals())\n",
"material = materials[0] or Material.create(Materials.get_by_name_first_match(\"Si\"))\n",
"\n",
"poscar = to_poscar(material)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"import atomman as am\n",
"# Load poscar and pass in prop dictionary\n",
"system = am.load('poscar', poscar)\n",
"print(system)\n",
"system = system.supersize(2,2,1)\n",
"system.atoms_df()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"# Add a vacancy defect\n",
"defected_system = am.defect.vacancy(system, ptd_id=0)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"# Convert back to Mat3ra material\n",
"from mat3ra.made.tools.convert import from_poscar\n",
"\n",
"defected_system_poscar = defected_system.dump(\"poscar\")\n",
"defected_material = Material.create(from_poscar(defected_system_poscar))"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"from utils.visualize import visualize_materials\n",
"\n",
"visualize_materials(defected_material)"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python (Pyodide)",
"language": "python",
"name": "python"
},
"language_info": {
"codemirror_mode": {
"name": "python",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.8"
}
},
"nbformat": 4,
"nbformat_minor": 4
}
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