{ "cells": [ { "attachments": {}, "cell_type": "markdown", "id": "262a5ec8-2553-4237-ab62-319b6ca22089", "metadata": {}, "source": [ "# Example-44: Twiss (Computation of chromatic Twiss parameters)" ] }, { "cell_type": "code", "execution_count": 1, "id": "ef56778f-3d5d-4e9c-9d1a-c2ebb1a0fe84", "metadata": {}, "outputs": [], "source": [ "# In this example chromatic Twiss parameters are computed (derivatives of Twiss parameters with respect to momentum deviation)" ] }, { "cell_type": "code", "execution_count": 2, "id": "e4592fe5-b8e7-40ea-a155-6987d48473fb", "metadata": {}, "outputs": [], "source": [ "# Import\n", "\n", "from pprint import pprint\n", "\n", "import torch\n", "from torch import Tensor\n", "\n", "from pathlib import Path\n", "\n", "import matplotlib\n", "from matplotlib import pyplot as plt\n", "\n", "from model.library.corrector import Corrector\n", "from model.library.line import Line\n", "\n", "from model.command.util import chop\n", "from model.command.util import select\n", "\n", "from model.command.external import load_sdds\n", "from model.command.external import load_lattice\n", "\n", "from model.command.build import build\n", "\n", "from model.command.tune import tune\n", "from model.command.twiss import twiss\n", "from model.command.twiss import chromatic_twiss" ] }, { "cell_type": "code", "execution_count": 3, "id": "823aa58b-e85e-4d0f-b828-09acea9a8c56", "metadata": {}, "outputs": [], "source": [ "# Load ELEGANT twiss\n", "\n", "path = Path('ic.twiss')\n", "parameters, columns = load_sdds(path)\n", "\n", "nu_qx:Tensor = torch.tensor(parameters['nux'] % 1, dtype=torch.float64)\n", "nu_qy:Tensor = torch.tensor(parameters['nuy'] % 1, dtype=torch.float64)\n", "\n", "# Set twiss parameters at BPMs\n", "\n", "kinds = select(columns, 'ElementType', keep=False)\n", "\n", "a_qx = select(columns, 'alphax', keep=False)\n", "b_qx = select(columns, 'betax' , keep=False)\n", "a_qy = select(columns, 'alphay', keep=False)\n", "b_qy = select(columns, 'betay' , keep=False)\n", "\n", "a_qx:Tensor = torch.tensor([value for (key, value), kind in zip(a_qx.items(), kinds.values()) if kind == 'MONI'], dtype=torch.float64)\n", "b_qx:Tensor = torch.tensor([value for (key, value), kind in zip(b_qx.items(), kinds.values()) if kind == 'MONI'], dtype=torch.float64)\n", "a_qy:Tensor = torch.tensor([value for (key, value), kind in zip(a_qy.items(), kinds.values()) if kind == 'MONI'], dtype=torch.float64)\n", "b_qy:Tensor = torch.tensor([value for (key, value), kind in zip(b_qy.items(), kinds.values()) if kind == 'MONI'], dtype=torch.float64)\n", "\n", "positions = select(columns, 's', keep=False).items()\n", "positions = [value for (key, value), kind in zip(positions, kinds.values()) if kind == 'MONI']" ] }, { "cell_type": "code", "execution_count": 4, "id": "bc2c0645-f5b5-459a-8832-2fea6d4d2f17", "metadata": {}, "outputs": [], "source": [ "# Build and setup lattice\n", "\n", "# Note, sextupoles are turned off and dipoles are linear \n", "\n", "# Load ELEGANT table\n", "\n", "path = Path('ic.lte')\n", "data = load_lattice(path)\n", "\n", "# Build ELEGANT table\n", "\n", "ring:Line = build('RING', 'ELEGANT', data)\n", "ring.flatten()\n", "\n", "# Merge drifts\n", "\n", "ring.merge()\n", "\n", "# Turn off sextupoles and set linear dipoles\n", "\n", "for element in ring: \n", " if element.__class__.__name__ == 'Sextupole':\n", " element.ms = 0.0\n", " if element.__class__.__name__ == 'Dipole':\n", " element.linear = True\n", "\n", "# Set number of elements of different kinds\n", "\n", "nb = ring.describe['BPM']\n", "nq = ring.describe['Quadrupole']\n", "ns = ring.describe['Sextupole']" ] }, { "cell_type": "code", "execution_count": 5, "id": "8e03964b-76f0-4685-b5ca-cbb2318072d1", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "True\n", "True\n" ] } ], "source": [ "# Compute tunes (fractional part)\n", "\n", "guess = torch.tensor(4*[0.0], dtype=torch.float64)\n", "nuqx, nuqy = tune(ring, [], alignment=False, matched=True, guess=guess, limit=8, epsilon=1.0E-9)\n", "\n", "# Compare with elegant\n", "\n", "print(torch.allclose(nu_qx, nuqx))\n", "print(torch.allclose(nu_qy, nuqy))" ] }, { "cell_type": "code", "execution_count": 6, "id": "1ac4f874-9dc5-41cc-89fc-dad44b48da31", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "torch.Size([136, 5, 4])\n", "torch.Size([136, 4])\n" ] } ], "source": [ "# First, we compute derivatives of Twiss parameters from linear fit\n", "\n", "dps = torch.linspace(-1.0E-6, 1.0E-6, 5, dtype=torch.float64)\n", "\n", "def fn(dp):\n", " table = twiss(ring, \n", " [dp], \n", " ('dp', None, None, None), \n", " alignment=False, \n", " matched=True,\n", " advance=True, \n", " full=False, \n", " limit=16,\n", " epsilon=None)\n", " return table\n", "\n", "data = torch.func.vmap(fn)(dps).swapaxes(0, 1)\n", "print(data.shape)\n", "\n", "solution = torch.linalg.lstsq(dps.unsqueeze(1).expand(len(ring), -1, -1), data, driver='gels').solution.squeeze()\n", "daqxdp_fit, dbqxdp_fit, daqydp_fit, dbqydp_fit = solution.T\n", "print(solution.shape)" ] }, { "cell_type": "code", "execution_count": 7, "id": "09fb0413-7d75-405c-a2b5-8dc70017b165", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "True\n" ] } ], "source": [ "# The above function is differentiable and can be used to compute derivatives directly\n", "# Or use convinience wrapper function, model.command.twiss.chromatic_twiss\n", "\n", "dp = torch.tensor([0.0], dtype=torch.float64)\n", "\n", "out_a = torch.func.jacrev(fn)(dp).squeeze()\n", "out_b = chromatic_twiss(ring, [], alignment=False, matched=True, advance=True, full=False, limit=16, epsilon=None)\n", "print(torch.allclose(out_a, out_b))" ] }, { "cell_type": "code", "execution_count": 8, "id": "3abf344b-a726-400c-8692-179dbf57592c", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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", 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", 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Plot and compare chromatic Twiss parametes\n", "\n", "daqxdp, dbqxdp, daqydp, dbqydp = out_a.T\n", "\n", "plt.figure(figsize=(16, 2))\n", "plt.errorbar(ring.locations().cpu().numpy(), daqxdp_fit.cpu().numpy(), fmt=' ', color='red', marker='x', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), daqxdp.cpu().numpy(), fmt='-', color='blue', alpha=0.75)\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "plt.figure(figsize=(16, 2))\n", "plt.errorbar(ring.locations().cpu().numpy(), dbqxdp_fit.cpu().numpy(), fmt=' ', color='red', marker='x', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), dbqxdp.cpu().numpy(), fmt='-', color='blue', alpha=0.75)\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "plt.figure(figsize=(16, 2))\n", "plt.errorbar(ring.locations().cpu().numpy(), daqydp_fit.cpu().numpy(), fmt=' ', color='red', marker='x', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), daqydp.cpu().numpy(), fmt='-', color='blue', alpha=0.75)\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "plt.figure(figsize=(16, 2))\n", "plt.errorbar(ring.locations().cpu().numpy(), dbqydp_fit.cpu().numpy(), fmt=' ', color='red', marker='x', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), dbqydp.cpu().numpy(), fmt='-', color='blue', alpha=0.75)\n", "plt.tight_layout()\n", "plt.show()" ] } ], "metadata": { "colab": { "collapsed_sections": [ "myt0_gMIOq7b", "5d97819c" ], "name": "03_frequency.ipynb", "provenance": [] }, "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": "3.12.1" }, "latex_envs": { "LaTeX_envs_menu_present": true, "autoclose": false, "autocomplete": true, "bibliofile": "biblio.bib", "cite_by": "apalike", "current_citInitial": 1, "eqLabelWithNumbers": true, "eqNumInitial": 1, "hotkeys": { "equation": "Ctrl-E", "itemize": "Ctrl-I" }, "labels_anchors": false, "latex_user_defs": false, "report_style_numbering": false, "user_envs_cfg": false } }, "nbformat": 4, "nbformat_minor": 5 }