{ "cells": [ { "cell_type": "markdown", "id": "6f9577b1-0f7b-4988-84f0-3e799676ad70", "metadata": {}, "source": [ "## ELETTRA-15: Local ID correction (local/global correction: coupled twiss)" ] }, { "cell_type": "code", "execution_count": 1, "id": "6254403d-468f-43f5-9fbf-df4bab103cbd", "metadata": {}, "outputs": [], "source": [ "# In this example global tune correction performed after local twiss correction to compensate the effects of ID\n", "# Full coupled twiss matrices are added to the objective\n", "# Similary to the ORM correction, betatron coupling is reduced, while vertival dispersion wave is induced" ] }, { "cell_type": "code", "execution_count": 2, "id": "3fb9d8bc-9cfe-4a35-914b-405201cb078f", "metadata": {}, "outputs": [], "source": [ "# Import\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", "from matplotlib.patches import Rectangle\n", "matplotlib.rcParams['text.usetex'] = True\n", "\n", "from model.library.element import Element\n", "from model.library.line import Line\n", "from model.library.quadrupole import Quadrupole\n", "from model.library.matrix import Matrix\n", "\n", "from model.command.external import load_lattice\n", "from model.command.build import build\n", "from model.command.tune import tune\n", "from model.command.orbit import dispersion\n", "from model.command.twiss import twiss\n", "from model.command.advance import advance\n", "from model.command.coupling import coupling\n", "\n", "from model.command.wrapper import Wrapper\n", "from model.command.wrapper import forward\n", "from model.command.wrapper import inverse\n", "from model.command.wrapper import normalize" ] }, { "cell_type": "code", "execution_count": 3, "id": "762bc7f6-a80f-4560-8bec-ceb3f8d31a1f", "metadata": {}, "outputs": [], "source": [ "# Set data type and device\n", "\n", "Element.dtype = dtype = torch.float64\n", "Element.device = device = torch.device('cpu')" ] }, { "cell_type": "code", "execution_count": 4, "id": "e782e49e-2adc-497a-8dc3-cbcebad3aec0", "metadata": {}, "outputs": [], "source": [ "# Load lattice (ELEGANT table)\n", "# Note, lattice is allowed to have repeated elements\n", "\n", "path = Path('elettra.lte')\n", "data = load_lattice(path)" ] }, { "cell_type": "code", "execution_count": 5, "id": "19634108-cffc-436d-9de0-844cd855cdc5", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'BPM': 168, 'Drift': 708, 'Dipole': 156, 'Quadrupole': 360, 'Marker': 12}" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Build and setup lattice\n", "\n", "ring:Line = build('RING', 'ELEGANT', data)\n", "\n", "# Flatten sublines\n", "\n", "ring.flatten()\n", "\n", "# Remove all marker elements but the ones starting with MLL (long straight section centers)\n", "\n", "ring.remove_group(pattern=r'^(?!MLL_).*', kinds=['Marker'])\n", "\n", "# Replace all sextupoles with quadrupoles\n", "\n", "def factory(element:Element) -> None:\n", " table = element.serialize\n", " table.pop('ms', None)\n", " return Quadrupole(**table)\n", "\n", "ring.replace_group(pattern=r'', factory=factory, kinds=['Sextupole'])\n", "\n", "# Set linear dipoles\n", "\n", "def apply(element:Element) -> None:\n", " element.linear = True\n", "\n", "ring.apply(apply, kinds=['Dipole'])\n", "\n", "# Merge drifts\n", "\n", "ring.merge()\n", "\n", "# Change lattice start\n", "\n", "ring.start = \"BPM_S01_01\"\n", "\n", "# Split BPMs\n", "\n", "ring.split((None, ['BPM'], None, None))\n", "\n", "# Roll lattice\n", "\n", "ring.roll(1)\n", "\n", "# Splice lattice\n", "\n", "ring.splice()\n", "\n", "# Describe\n", "\n", "ring.describe" ] }, { "cell_type": "code", "execution_count": 6, "id": "84c850f6-adc4-4103-97ce-6f71e2cc48a4", "metadata": {}, "outputs": [], "source": [ "# Compute tunes (fractional part)\n", "\n", "nux, nuy = tune(ring, [], matched=True, limit=1)" ] }, { "cell_type": "code", "execution_count": 7, "id": "e94b35da-bcf5-461e-aa6d-95729b57a3ac", "metadata": {}, "outputs": [], "source": [ "# Compute dispersion\n", "\n", "orbit = torch.tensor(4*[0.0], dtype=dtype)\n", "etaqx, etapx, etaqy, etapy = dispersion(ring, orbit, [], limit=1)" ] }, { "cell_type": "code", "execution_count": 8, "id": "6ad435f3-698a-4ee3-9475-04b832b78a20", "metadata": {}, "outputs": [], "source": [ "# Compute twiss parameters\n", "\n", "ax, bx, ay, by = twiss(ring, [], matched=True, advance=True, full=False).T" ] }, { "cell_type": "code", "execution_count": 9, "id": "f52826bc-d2d8-4357-b28f-823fe8fb0842", "metadata": {}, "outputs": [], "source": [ "# Compute phase advances\n", "\n", "mux, muy = advance(ring, [], alignment=False, matched=True).T" ] }, { "cell_type": "code", "execution_count": 10, "id": "3d90a13a-1570-4ab6-b6b9-09e8d72bb731", "metadata": {}, "outputs": [], "source": [ "# Compute coupling\n", "\n", "c = coupling(ring, [])" ] }, { "cell_type": "code", "execution_count": 11, "id": "efa4d3ad-967a-45a7-80aa-eafd536b1744", "metadata": {}, "outputs": [], "source": [ "# Quadrupole names for global tune correction\n", "\n", "QF = [f'QF_S{i:02}_{j:02}' for j in [2, 3] for i in range(1, 12 + 1)]\n", "QD = [f'QD_S{i:02}_{j:02}' for j in [2, 3] for i in range(1, 12 + 1)]" ] }, { "cell_type": "code", "execution_count": 12, "id": "fc61b041-bca6-446d-b548-167cc2a97938", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor([0.2994, 0.1608], dtype=torch.float64)\n", "tensor([[ 5.8543, 2.0964],\n", " [-2.9918, -1.2602]], dtype=torch.float64)\n" ] } ], "source": [ "# Global tune responce matrix\n", "\n", "def global_observable(knobs):\n", " kf, kd = knobs\n", " kn = torch.stack(len(QF)*[kf] + len(QD)*[kd])\n", " return tune(ring, [kn], ('kn', None, QF + QD, None), matched=True, limit=1)\n", "\n", "knobs = torch.tensor([0.0, 0.0], dtype=dtype)\n", "global_target = global_observable(knobs)\n", "global_matrix = torch.func.jacfwd(global_observable)(knobs)\n", "\n", "print(global_target)\n", "print(global_matrix)" ] }, { "cell_type": "code", "execution_count": 13, "id": "28673c73-e569-4553-98dd-79f547ae6a2c", "metadata": {}, "outputs": [], "source": [ "# Several local knobs can be used to correct ID effects\n", "\n", "# Normal quadrupole correctors\n", "\n", "nkn = ['OCT_S01_02', 'QF_S01_02', 'QD_S01_02', 'QD_S01_03', 'QF_S01_03', 'OCT_S01_03']\n", "\n", "# Skew quadrupole correctors\n", "\n", "nks = ['SD_S01_05', 'SH_S01_02', 'SH_S01_03', 'SD_S01_06']" ] }, { "cell_type": "code", "execution_count": 14, "id": "6f3b5a60-2598-4527-9227-0bf44776cd98", "metadata": { "scrolled": true }, "outputs": [], "source": [ "# Define twiss observable (full coupled twiss)\n", "\n", "def observable_twiss(kn, ks):\n", " return twiss(ring, [kn, ks], ('kn', None, nkn, None), ('ks', None, nks, None), matched=True, advance=True, full=False, convert=False)" ] }, { "cell_type": "code", "execution_count": 15, "id": "bddd744b-fbc4-4b8a-8340-a09902a740de", "metadata": { "scrolled": true }, "outputs": [], "source": [ "# Define dispersion observable\n", "\n", "def observable_dispersion(kn, ks):\n", " orbit = torch.tensor(4*[0.0], dtype=dtype)\n", " etax, _, etay, _ = dispersion(ring, \n", " orbit,\n", " [kn, ks],\n", " ('kn', None, nkn, None),\n", " ('ks', None, nks, None))\n", " return torch.stack([etax, etay]).T" ] }, { "cell_type": "code", "execution_count": 16, "id": "88574dec-9679-49fa-963a-9c7931b39092", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "torch.Size([5712])\n", "torch.Size([5712, 10])\n" ] } ], "source": [ "# Construct full target observable vector and corresponding responce matrix\n", "\n", "def observable(knobs):\n", " kn, ks = torch.split(knobs, [6, 4])\n", " betas = observable_twiss(kn, ks)\n", " etas = observable_dispersion(kn, ks)\n", " return torch.cat([betas.flatten(), etas.flatten()])\n", "\n", "knobs = torch.tensor((6 + 4)*[0.0], dtype=dtype)\n", "print((target := observable(knobs)).shape)\n", "print((matrix := torch.func.jacfwd(observable)(knobs)).shape)" ] }, { "cell_type": "code", "execution_count": 17, "id": "0ec516b4-3e4c-43e5-975c-2cdede4288a0", "metadata": {}, "outputs": [], "source": [ "# Define ID model\n", "# Note, only the flattened triangular part of the A and B matrices is passed\n", "\n", "A = torch.tensor([[-0.03484222052711237, 1.0272120741819959E-7, -4.698931299341201E-9, 0.0015923185492594811],\n", " [1.0272120579834892E-7, -0.046082787920135176, 0.0017792061173117564, 3.3551298301095784E-8],\n", " [-4.6989312853101E-9, 0.0017792061173117072, 0.056853750760983084, -1.5929605363332683E-7],\n", " [0.0015923185492594336, 3.3551298348653296E-8, -1.5929605261642905E-7, 0.08311631737263032]], dtype=dtype)\n", "\n", "B = torch.tensor([[0.03649353186115209, 0.0015448347221877217, 0.00002719892025520868, -0.0033681183134964482],\n", " [0.0015448347221877217, 0.13683886657005795, -0.0033198692682377406, 0.00006140578258682469],\n", " [0.00002719892025520868, -0.0033198692682377406, -0.05260095308967722, 0.005019907688182885],\n", " [-0.0033681183134964482, 0.00006140578258682469, 0.005019907688182885, -0.2531573249456863]], dtype=dtype)\n", "\n", "ID = Matrix('ID', \n", " length=0.0, \n", " A=A[torch.triu(torch.ones_like(A, dtype=torch.bool))].tolist(), \n", " B=B[torch.triu(torch.ones_like(B, dtype=torch.bool))].tolist())" ] }, { "cell_type": "code", "execution_count": 18, "id": "7f1a337a-bcd9-43ef-be4e-4411034053b5", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'BPM': 168,\n", " 'Drift': 708,\n", " 'Dipole': 156,\n", " 'Quadrupole': 360,\n", " 'Matrix': 1,\n", " 'Marker': 11}" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Insert ID into the existing lattice\n", "# This will replace the target marker\n", "\n", "error = ring.clone()\n", "error.flatten()\n", "error.insert(ID, 'MLL_S01', position=0.0)\n", "error.splice()\n", "\n", "# Describe\n", "\n", "error.describe" ] }, { "cell_type": "code", "execution_count": 19, "id": "bd416046-5d0e-4dc4-8e49-12d36e801199", "metadata": {}, "outputs": [], "source": [ "# Compute tunes (fractional part)\n", "\n", "nux_id, nuy_id = tune(error, [], matched=True, limit=1)" ] }, { "cell_type": "code", "execution_count": 20, "id": "d967ea79-c540-435a-8882-fb2ad50347ac", "metadata": {}, "outputs": [], "source": [ "# Compute dispersion\n", "\n", "orbit = torch.tensor(4*[0.0], dtype=dtype)\n", "etaqx_id, etapx_id, etaqy_id, etapy_id = dispersion(error, orbit, [], limit=1)" ] }, { "cell_type": "code", "execution_count": 21, "id": "23e84f79-7dc7-4ab4-b265-819f20002358", "metadata": {}, "outputs": [], "source": [ "# Compute twiss parameters\n", "\n", "ax_id, bx_id, ay_id, by_id = twiss(error, [], matched=True, advance=True, full=False).T" ] }, { "cell_type": "code", "execution_count": 22, "id": "579b4a16-77ed-474f-937f-384b80b88c89", "metadata": {}, "outputs": [], "source": [ "# Compute phase advances\n", "\n", "mux_id, muy_id = advance(error, [], alignment=False, matched=True).T" ] }, { "cell_type": "code", "execution_count": 23, "id": "a510e91c-fade-42c7-a4f1-858110482690", "metadata": {}, "outputs": [], "source": [ "# Compute coupling\n", "\n", "c_id = coupling(error, [])" ] }, { "cell_type": "code", "execution_count": 24, "id": "4c04f5f3-389e-4682-a317-adbd22c7e5e5", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0260, dtype=torch.float64)\n", "tensor(-0.0114, dtype=torch.float64)\n" ] } ], "source": [ "# Tune shifts\n", "\n", "print((nux - nux_id))\n", "print((nuy - nuy_id))" ] }, { "cell_type": "code", "execution_count": 25, "id": "b3247d53-4d5d-4dde-91df-259b5e9890cf", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0., dtype=torch.float64)\n", "tensor(0.0004, dtype=torch.float64)\n" ] } ], "source": [ "# Coupling (minimal tune distance)\n", "\n", "print(c)\n", "print(c_id)" ] }, { "cell_type": "code", "execution_count": 26, "id": "63d448ab-ac61-4015-a652-d5c87e0ed72b", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Dispersion\n", "\n", "plt.figure(figsize=(12, 4))\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqx - etaqx_id).cpu().numpy(), fmt='-', marker='x', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqy - etaqy_id).cpu().numpy(), fmt='-', marker='x', color='red', alpha=0.75)\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 27, "id": "e0d6ae4b-310a-43b8-a473-5e77e72bd592", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "tensor(11.5994, dtype=torch.float64)\n", "tensor(1.7916, dtype=torch.float64)\n" ] } ], "source": [ "# Beta-beating\n", "\n", "plt.figure(figsize=(12, 4))\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((bx - bx_id)/bx).cpu().numpy(), fmt='-', marker='x', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((by - by_id)/by).cpu().numpy(), fmt='-', marker='x', color='red', alpha=0.75)\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "print(100*(((bx - bx_id)/bx)**2).mean().sqrt())\n", "print(100*(((by - by_id)/by)**2).mean().sqrt())" ] }, { "cell_type": "code", "execution_count": 28, "id": "76b96985-7740-474d-8402-66a14f42d5ad", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "tensor(8.7941, dtype=torch.float64)\n", "tensor(1.7778, dtype=torch.float64)\n" ] } ], "source": [ "# Phase advance\n", "\n", "plt.figure(figsize=(12, 4))\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((mux - mux_id)/mux).cpu().numpy(), fmt='-', marker='x', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((muy - muy_id)/muy).cpu().numpy(), fmt='-', marker='x', color='red', alpha=0.75)\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "print(100*(((mux - mux_id)/mux)**2).mean().sqrt())\n", "print(100*(((muy - muy_id)/muy)**2).mean().sqrt())" ] }, { "cell_type": "code", "execution_count": 29, "id": "bf35bbfb-cbda-42e8-a224-eb62429f134c", "metadata": {}, "outputs": [], "source": [ "# Define parametric observable vector (emulate tune measurement)\n", "\n", "def global_observable(knobs):\n", " kf, kd = knobs\n", " kn = torch.stack(len(QF)*[kf] + len(QD)*[kd])\n", " return tune(error, [kn], ('kn', None, QF + QD, None), matched=True, limit=1)\n", "\n", "\n", "def observable_twiss(kn, ks):\n", " return twiss(error, [kn, ks], ('kn', None, nkn, None), ('ks', None, nks, None), matched=True, advance=True, full=False, convert=False)\n", "\n", "\n", "def observable_dispersion(kn, ks):\n", " orbit = torch.tensor(4*[0.0], dtype=dtype)\n", " etax, _, etay, _ = dispersion(error, \n", " orbit,\n", " [kn, ks],\n", " ('kn', None, nkn, None),\n", " ('ks', None, nks, None))\n", " return torch.stack([etax, etay]).T\n", "\n", "\n", "def observable(knobs):\n", " kn, ks = torch.split(knobs, [6, 4])\n", " betas = observable_twiss(kn, ks)\n", " etas = observable_dispersion(kn, ks)\n", " return torch.cat([betas.flatten(), etas.flatten()])" ] }, { "cell_type": "code", "execution_count": 30, "id": "8fd705cb-de30-40a4-8193-6cf04bf7b642", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0008, dtype=torch.float64)\n", "tensor(212.9162, dtype=torch.float64)\n" ] } ], "source": [ "# Check the residual vector norm\n", "\n", "global_knobs = torch.tensor(2*[0.0], dtype=dtype)\n", "knobs = torch.tensor((6 + 4)*[0.0], dtype=dtype)\n", "\n", "print(((global_observable(global_knobs) - global_target)**2).sum())\n", "print(((observable(knobs) - target)**2).sum())" ] }, { "cell_type": "code", "execution_count": 31, "id": "9713154f-9fa2-4a66-b8e7-84f6db734180", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(212.9162, dtype=torch.float64)\n", "tensor(12.3802, dtype=torch.float64)\n", "tensor(1.0969, dtype=torch.float64)\n", "tensor(0.3043, dtype=torch.float64)\n", "tensor(0.2540, dtype=torch.float64)\n", "tensor(0.2509, dtype=torch.float64)\n", "tensor(0.2507, dtype=torch.float64)\n", "tensor(0.2507, dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Optimization loop (local)\n", "\n", "# Responce matrix (jacobian)\n", "\n", "M = matrix.clone()\n", "\n", "# Weighting covariance (sensitivity) matrix\n", "\n", "epsilon = 1.0E-9\n", "C = M @ M.T\n", "C = C + epsilon*torch.eye(len(C), dtype=dtype)\n", "\n", "# Cholesky decomposition\n", "\n", "L = torch.linalg.cholesky(C) \n", "\n", "# Whiten response\n", "\n", "M = torch.linalg.solve_triangular(L, M, upper=False)\n", "\n", "# Additional weights\n", "# Can be used to extra weight selected observables, e.g. tunes\n", "\n", "weights = torch.ones(len(M), dtype=dtype)\n", "weights = weights.sqrt()\n", "\n", "# Whiten response with additional weights\n", "\n", "M = M*weights.unsqueeze(1)\n", "\n", "# Iterative correction\n", "\n", "lr = 0.75\n", "\n", "# Initial value\n", "\n", "knobs = torch.tensor((6 + 4)*[0.0], dtype=dtype)\n", "\n", "# Correction loop\n", "\n", "for _ in range(8):\n", " value = observable(knobs)\n", " residual = target - value\n", " residual = torch.linalg.solve_triangular(L, residual.unsqueeze(-1), upper=False).squeeze(-1)\n", " residual = residual*weights\n", " delta = torch.linalg.lstsq(M, residual, driver=\"gels\").solution\n", " knobs += lr*delta\n", " print(((value - target)**2).sum())\n", "print()" ] }, { "cell_type": "code", "execution_count": 32, "id": "4b0f1755-af9c-41e3-97d0-7e594655f5a5", "metadata": { "scrolled": true }, "outputs": [], "source": [ "# Apply final corrections\n", "\n", "kn, ks = torch.split(knobs, [6, 4])\n", "\n", "error.flatten()\n", "\n", "for name, knob in zip(nkn, kn):\n", " error[name].kn = (error[name].kn + knob).item()\n", " \n", "for name, knob in zip(nks, ks):\n", " error[name].ks = (error[name].ks + knob).item()\n", " \n", "error.splice()" ] }, { "cell_type": "code", "execution_count": 33, "id": "e8893152-f38d-4558-8fb6-637d45a65a63", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0001, dtype=torch.float64)\n", "tensor(9.1707e-06, dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Optimization loop (global)\n", "\n", "# Responce matrix (jacobian)\n", "\n", "M = global_matrix.clone()\n", "\n", "# Weighting covariance (sensitivity) matrix\n", "\n", "epsilon = 1.0E-9\n", "C = M @ M.T\n", "C = C + epsilon*torch.eye(len(C), dtype=dtype)\n", "\n", "# Cholesky decomposition\n", "\n", "L = torch.linalg.cholesky(C) \n", "\n", "# Whiten response\n", "\n", "M = torch.linalg.solve_triangular(L, M, upper=False)\n", "\n", "# Additional weights\n", "# Can be used to extra weight selected observables, e.g. tunes\n", "\n", "weights = torch.ones(len(M), dtype=dtype)\n", "weights = weights.sqrt()\n", "\n", "# Whiten response with additional weights\n", "\n", "M = M*weights.unsqueeze(1)\n", "\n", "# Iterative correction\n", "\n", "lr = 0.75\n", "\n", "# Initial value\n", "\n", "global_knobs = torch.tensor(2*[0.0], dtype=dtype)\n", "\n", "# Correction loop\n", "\n", "for _ in range(1 + 1):\n", " value = global_observable(global_knobs)\n", " residual = global_target - value\n", " residual = torch.linalg.solve_triangular(L, residual.unsqueeze(-1), upper=False).squeeze(-1)\n", " residual = residual*weights\n", " delta = torch.linalg.lstsq(M, residual, driver=\"gels\").solution\n", " global_knobs += lr*delta\n", " print(((value - global_target)**2).sum())\n", "print()" ] }, { "cell_type": "code", "execution_count": 34, "id": "4c159417-f1b8-4c94-8cb8-58320e56e5cf", "metadata": {}, "outputs": [], "source": [ "# Apply final corrections\n", "\n", "kd, kf = global_knobs\n", "\n", "error.flatten()\n", "\n", "for name in QF:\n", " error[name].kn = (error[name].kn + kd).item()\n", "\n", "for name in QD:\n", " error[name].kn = (error[name].kn + kf).item()\n", " \n", "error.splice()" ] }, { "cell_type": "code", "execution_count": 35, "id": "0750f126-7713-48a9-838d-322ed554e061", "metadata": {}, "outputs": [], "source": [ "# Compute tunes (fractional part)\n", "\n", "nux_result, nuy_result = tune(error, [], matched=True, limit=1)" ] }, { "cell_type": "code", "execution_count": 36, "id": "f660803a-a25b-435c-8e26-65345589344b", "metadata": {}, "outputs": [], "source": [ "# Compute dispersion\n", "\n", "orbit = torch.tensor(4*[0.0], dtype=dtype)\n", "etaqx_result, etapx_result, etaqy_result, etapy_result = dispersion(error, orbit, [], limit=1)" ] }, { "cell_type": "code", "execution_count": 37, "id": "3d5d3057-9ac3-45ca-b254-39ac249f777c", "metadata": {}, "outputs": [], "source": [ "# Compute twiss parameters\n", "\n", "ax_result, bx_result, ay_result, by_result = twiss(error, [], matched=True, advance=True, full=False).T" ] }, { "cell_type": "code", "execution_count": 38, "id": "29eac16b-6b56-482e-ac2d-70604ddb7987", "metadata": {}, "outputs": [], "source": [ "# Compute phase advances\n", "\n", "mux_result, muy_result = advance(error, [], alignment=False, matched=True).T" ] }, { "cell_type": "code", "execution_count": 39, "id": "d6110a3e-0b4e-45de-bc43-42e67e72c590", "metadata": {}, "outputs": [], "source": [ "# Compute coupling\n", "\n", "c_result = coupling(error, [])" ] }, { "cell_type": "code", "execution_count": 40, "id": "dc332d07-dd54-4f36-8caa-1cb14eb64abb", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0260, dtype=torch.float64)\n", "tensor(0.0114, dtype=torch.float64)\n", "\n", "tensor(0.0004, dtype=torch.float64)\n", "tensor(0.0008, dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Tune shifts\n", "\n", "print((nux - nux_id).abs())\n", "print((nuy - nuy_id).abs())\n", "print()\n", "\n", "print((nux - nux_result).abs())\n", "print((nuy - nuy_result).abs())\n", "print()" ] }, { "cell_type": "code", "execution_count": 41, "id": "bc05378f-7a56-4f36-943e-89ff0d30e43e", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0., dtype=torch.float64)\n", "tensor(0.0004, dtype=torch.float64)\n", "tensor(4.4945e-06, dtype=torch.float64)\n" ] } ], "source": [ "# Coupling (minimal tune distance)\n", "\n", "print(c)\n", "print(c_id)\n", "print(c_result)" ] }, { "cell_type": "code", "execution_count": 42, "id": "23b8df89-4f31-4d90-9e98-204ed5d72b4a", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Dispersion\n", "\n", "plt.figure(figsize=(12, 4))\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqx - etaqx_id).cpu().numpy(), fmt='-', marker='x', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqy - etaqy_id).cpu().numpy(), fmt='-', marker='x', color='red', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqx - etaqx_result).cpu().numpy(), fmt='-', marker='o', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), (etaqy - etaqy_result).cpu().numpy(), fmt='-', marker='o', color='red', alpha=0.75)\n", "\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 43, "id": "3b92a943-9fe9-448f-98d8-c2b75e946243", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "tensor(11.5994, dtype=torch.float64)\n", "tensor(1.7916, dtype=torch.float64)\n", "\n", "tensor(0.2006, dtype=torch.float64)\n", "tensor(0.3864, dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Beta-beating\n", "\n", "plt.figure(figsize=(12, 4))\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((bx - bx_id)/bx).cpu().numpy(), fmt='-', marker='x', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((by - by_id)/by).cpu().numpy(), fmt='-', marker='x', color='red', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((bx - bx_result)/bx).cpu().numpy(), fmt='-', marker='o', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((by - by_result)/by).cpu().numpy(), fmt='-', marker='o', color='red', alpha=0.75)\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "print(100*(((bx - bx_id)/bx)**2).mean().sqrt())\n", "print(100*(((by - by_id)/by)**2).mean().sqrt())\n", "print()\n", "\n", "print(100*(((bx - bx_result)/bx)**2).mean().sqrt())\n", "print(100*(((by - by_result)/by)**2).mean().sqrt())\n", "print()" ] }, { "cell_type": "code", "execution_count": 44, "id": "9a697568-1553-411c-bf05-3b9e9e4362b8", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "tensor(8.7941, dtype=torch.float64)\n", "tensor(1.7778, dtype=torch.float64)\n", "\n", "tensor(0.3159, dtype=torch.float64)\n", "tensor(0.3432, dtype=torch.float64)\n", "\n" ] } ], "source": [ "# Phase advance\n", "\n", "plt.figure(figsize=(12, 4))\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((mux - mux_id)/mux).cpu().numpy(), fmt='-', marker='x', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((muy - muy_id)/muy).cpu().numpy(), fmt='-', marker='x', color='red', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((mux - mux_result)/mux).cpu().numpy(), fmt='-', marker='o', color='blue', alpha=0.75)\n", "plt.errorbar(ring.locations().cpu().numpy(), 100*((muy - muy_result)/muy).cpu().numpy(), fmt='-', marker='o', color='red', alpha=0.75)\n", "plt.tight_layout()\n", "plt.show()\n", "\n", "print(100*(((mux - mux_id)/mux)**2).mean().sqrt())\n", "print(100*(((muy - muy_id)/muy)**2).mean().sqrt())\n", "print()\n", "\n", "print(100*(((mux - mux_result)/mux)**2).mean().sqrt())\n", "print(100*(((muy - muy_result)/muy)**2).mean().sqrt())\n", "print()" ] } ], "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": "3.14.0" }, "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 }