{ "cells": [ { "cell_type": "markdown", "id": "801ca4e6-af5a-4c51-b0e6-ffb0be338e46", "metadata": {}, "source": [ "## Getting Started" ] }, { "cell_type": "markdown", "id": "1fd06310-63aa-4f50-b67f-d63893108de5", "metadata": {}, "source": [ "This notebook will show how to set up `SIMBA`, load in a `LAURA` object and settings for tracking, and show how to plot the results.\n", "\n", "It is assumed that a `LAURA` lattice directory and a `SimCodes` directory have been prepared and set with environment variables (see the docs [here](https://simba-accelerator.readthedocs.io/en/latest/SimCodes.html)). " ] }, { "cell_type": "code", "execution_count": 2, "id": "d5bf300e-0888-406b-a695-2f364ba59592", "metadata": {}, "outputs": [], "source": [ "import os\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "import simba.Framework as fw # noqa E402\n", "from simba.Framework import load_directory # noqa E402\n", "import simba.Modules.Beams as rbf # noqa E402\n", "import simba.Modules.Twiss as rtf # noqa E402\n", "\n", "# Define a new framework instance, in directory 'getting_started'.\n", "# \"clean\" will empty (delete everything!) in the directory if true\n", "# \"verbose\" will print a progressbar if true\n", "framework = fw.Framework(\n", " simcodes=os.environ[\"SIMCODES\"],\n", " directory=\"./getting_started\",\n", " master_lattice=os.environ[\"LATTICE_LOCATION\"],\n", " generator_defaults=\"clara.yaml\",\n", " clean=False,\n", " verbose=False\n", " )\n", "\n", "scaling = 4" ] }, { "cell_type": "markdown", "id": "76afb759-b10f-4d61-9cab-7d551484fa8a", "metadata": {}, "source": [ "### Preparing the simulation and tracking" ] }, { "cell_type": "markdown", "id": "292970f3-d338-4008-a2d0-5ecef935f12d", "metadata": {}, "source": [ "Load a lattice definition file from ``LATTICE_LOCATION``." ] }, { "cell_type": "code", "execution_count": 3, "id": "aa477476-65be-4e92-94f8-e3757fc39e28", "metadata": {}, "outputs": [], "source": [ "framework.loadSettings(\"Lattices/clara400_v13_combined.def\")\n", "startline = \"generator\"\n", "endline = \"Linac\"" ] }, { "cell_type": "markdown", "id": "f5218b6d-c2c2-4666-ab7f-2fbec93777b1", "metadata": {}, "source": [ "Change all lattice codes to ASTRA/Elegant/GPT/Ocelot with exclusions (injector can only be done in ASTRA/GPT)." ] }, { "cell_type": "code", "execution_count": 4, "id": "fcb87429-f975-4721-919f-247927fc8e31", "metadata": {}, "outputs": [], "source": [ "framework.change_Lattice_Code(\"All\", \"elegant\", exclude=[\"injector400\"])\n", "\n", "# Individual lattice lines defined in the settings file can also be changed,\n", "# i.e. framework.change_Lattice_Code(\"VBC\", \"elegant\")" ] }, { "cell_type": "markdown", "id": "fe667984-87e3-4fb6-a1b6-567b30992dc0", "metadata": {}, "source": [ "This is the code that generates the laser distribution (ASTRA or GPT)" ] }, { "cell_type": "code", "execution_count": 5, "id": "7d680265-4d2e-4c65-9923-14ec8f5ea951", "metadata": {}, "outputs": [], "source": [ "framework.change_generator(\"ASTRA\")" ] }, { "cell_type": "markdown", "id": "217dbfe7-6525-4d35-881e-ccee056afc0f", "metadata": {}, "source": [ "Load a starting laser distribution setting" ] }, { "cell_type": "code", "execution_count": 6, "id": "42a9a5e0-b187-4064-bfe3-739bdf733b0c", "metadata": {}, "outputs": [], "source": [ "framework.generator.load_defaults(\"clara_400_2ps_Gaussian\")" ] }, { "cell_type": "markdown", "id": "b86cb842-ec15-4b9b-8803-981bf47b0e15", "metadata": {}, "source": [ "Set the thermal emittance for the generator" ] }, { "cell_type": "code", "execution_count": 7, "id": "db58bcdb-e915-4641-9bad-7f3d97e95b9c", "metadata": {}, "outputs": [], "source": [ "framework.generator.thermal_emittance = 0.0005" ] }, { "cell_type": "markdown", "id": "26ffc04b-7b1a-453a-9e93-359e5105063d", "metadata": {}, "source": [ "This is a scaling parameter. it defines the number of particles to create at the gun (this is \"ASTRA generator\" which creates distributions).\n", "The space charge 3D mesh in ASTRA/GPT performs best if the number of particles is a power of 8." ] }, { "cell_type": "code", "execution_count": 8, "id": "2364f673-a81c-4c9e-957b-bc16d467a0e6", "metadata": {}, "outputs": [], "source": [ "framework.generator.number_of_particles = 2 ** (3 * scaling)" ] }, { "cell_type": "markdown", "id": "566adf6b-4667-41a0-98e3-4089592058b6", "metadata": {}, "source": [ "Modify some lattice parameters" ] }, { "cell_type": "code", "execution_count": 9, "id": "50794df6-bbca-47f9-b056-246549d66605", "metadata": {}, "outputs": [], "source": [ "framework[\"CLA-S02-MAG-QUAD-01\"].k1l += 0.1\n", "framework[\"CLA-L03-LIN-CAV-01\"].phase += 5\n", "framework[\"bunch_compressor\"].set_angle(0.090)" ] }, { "cell_type": "markdown", "id": "3d04bdad-72ff-4097-8def-9a21f834ab82", "metadata": {}, "source": [ "Generate and track the bunch " ] }, { "cell_type": "code", "execution_count": 14, "id": "c2a2c950-042f-400c-8fa4-10c727c3188f", "metadata": {}, "outputs": [], "source": [ "framework.track(startfile=startline, endfile=endline)" ] }, { "cell_type": "markdown", "id": "09e0c347-3fea-4133-b0e0-47a7b5984cb3", "metadata": {}, "source": [ "The outputs from the simulation can now be loaded as follows, and we can plot the beam evolution along the line" ] }, { "cell_type": "code", "execution_count": 13, "id": "5362b618-6ebc-4ad4-827f-5c66a8292834", "metadata": {}, "outputs": [], "source": [ "fwdir = load_directory(\"./getting_started\", beams=True)" ] }, { "cell_type": "code", "execution_count": 12, "id": "15c0991a-05bb-4c26-8fd8-ce5c4cecdfd5", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt1, fig1, ax1 = fwdir.plot(include_layout=False, include_particles=True, ykeys=['sigma_x', 'sigma_y'], ykeys2=['sigma_z'])" ] }, { "cell_type": "code", "execution_count": 16, "id": "38a22d67-fe63-40fc-b24d-b60f43bd6424", "metadata": {}, "outputs": [], "source": [ "import shutil\n", "shutil.rmtree('./getting_started/')" ] }, { "cell_type": "code", "execution_count": null, "id": "45f5709a-a608-4ad3-a5a1-d080e4394919", "metadata": {}, "outputs": [], "source": [] } ], "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": "3.12.3" } }, "nbformat": 4, "nbformat_minor": 5 }