{ "cells": [ { "cell_type": "markdown", "id": "94da5d7f-100f-40df-9e7b-6d14408e7565", "metadata": {}, "source": [ "## ELETTRA-16: Local ID correction (local/global correction: tunes, phase advance and dispersion)" ] }, { "cell_type": "code", "execution_count": 1, "id": "4fde0a14-fb02-41d7-8c6a-e409d608fa92", "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": 2, "id": "569d8062-eb7f-426c-bf51-1f79ba40bfa3", "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": 3, "id": "538eccb2-61bf-4c44-ac8a-c96efff5b777", "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": 4, "id": "248ad04f-38e9-4da1-ad7d-24df9f3f43e5", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'BPM': 168, 'Drift': 708, 'Dipole': 156, 'Quadrupole': 360, 'Marker': 12}" ] }, "execution_count": 4, "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": 5, "id": "d696e282-121e-4b7c-98dd-ca07708864c0", "metadata": {}, "outputs": [], "source": [ "# Compute tunes (fractional part)\n", "\n", "nux, nuy = tune(ring, [], matched=True, limit=1)" ] }, { "cell_type": "code", "execution_count": 6, "id": "ae0e3aa8-e7b6-41ce-b491-1faa41502940", "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": 7, "id": "3f6f72c2-b168-4018-90a9-a2a2aa6c0ccd", "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": 8, "id": "8513b596-c2f0-4e6e-9974-084a8e55a363", "metadata": {}, "outputs": [], "source": [ "# Compute phase advances\n", "\n", "mux, muy = advance(ring, [], alignment=False, matched=True).T" ] }, { "cell_type": "code", "execution_count": 9, "id": "34e31ab3-49b4-4c33-a16a-9f770f3b3cfe", "metadata": {}, "outputs": [], "source": [ "# Compute coupling\n", "\n", "c = coupling(ring, [])" ] }, { "cell_type": "code", "execution_count": 10, "id": "7e4e3648-bde8-4211-b5a6-3e2a0ce1888b", "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": 11, "id": "74029702-72ac-45f7-9efd-2babdd84f8bb", "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": 12, "id": "832ea75b-fbd4-45b8-b986-a549c35108f4", "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": 13, "id": "e21d3538-33e9-4e5f-93c1-7445a10e4095", "metadata": { "scrolled": true }, "outputs": [], "source": [ "# Define twiss observable (full coupled twiss)\n", "\n", "def observable_advance(kn, ks):\n", " return advance(ring, \n", " [kn, ks], \n", " ('kn', None, nkn, None), \n", " ('ks', None, nks, None), \n", " matched=True)" ] }, { "cell_type": "code", "execution_count": 14, "id": "3d7782b1-ce7f-4595-872d-57c9205823dd", "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": 15, "id": "d6013b41-6509-47f5-b254-f01296354716", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "torch.Size([672])\n", "torch.Size([672, 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", " mus = observable_advance(kn, ks)\n", " etas = observable_dispersion(kn, ks)\n", " return torch.cat([mus.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": 16, "id": "444d5f1b-c9e1-4405-a37f-dea2f03dff71", "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": 17, "id": "410881c8-9fa1-4d8a-b7db-829fe64146dc", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'BPM': 168,\n", " 'Drift': 708,\n", " 'Dipole': 156,\n", " 'Quadrupole': 360,\n", " 'Matrix': 1,\n", " 'Marker': 11}" ] }, "execution_count": 17, "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": 18, "id": "9ca4ee8a-a48e-4194-b0ad-eaeb6b5283bd", "metadata": {}, "outputs": [], "source": [ "# Compute tunes (fractional part)\n", "\n", "nux_id, nuy_id = tune(error, [], matched=True, limit=1)" ] }, { "cell_type": "code", "execution_count": 19, "id": "c120c45c-c7a9-4817-a7d2-a4de7bddeb66", "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": 20, "id": "835e228c-29d4-46af-931a-cc52a71c6d4b", "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": 21, "id": "7c18e8a8-982f-471b-a1b7-c745c87bc1a8", "metadata": {}, "outputs": [], "source": [ "# Compute phase advances\n", "\n", "mux_id, muy_id = advance(error, [], alignment=False, matched=True).T" ] }, { "cell_type": "code", "execution_count": 22, "id": "fe8590ef-c449-459e-910c-8a8dd03451c4", "metadata": {}, "outputs": [], "source": [ "# Compute coupling\n", "\n", "c_id = coupling(error, [])" ] }, { "cell_type": "code", "execution_count": 23, "id": "9eda7202-9c27-485a-b612-1d413231099d", "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": 24, "id": "3ea4c141-7128-47dd-8ee9-2a597ab0f360", "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": 25, "id": "91eb607f-c1ac-4719-9bcd-7cf0b0b5dcc3", "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": 26, "id": "28aa2449-ae21-41b4-8c60-e7c0b6e55f9a", "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": 27, "id": "ee15c825-90f6-418f-93b1-b223c5707cd9", "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(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": 28, "id": "3b2909ec-795b-4b87-b937-a90375855939", "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_advance(kn, ks):\n", " return advance(error, \n", " [kn, ks], \n", " ('kn', None, nkn, None), \n", " ('ks', None, nks, None), \n", " matched=True)\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", " mus = observable_advance(kn, ks)\n", " etas = observable_dispersion(kn, ks)\n", " return torch.cat([mus.flatten(), etas.flatten()])" ] }, { "cell_type": "code", "execution_count": 29, "id": "450d1d93-a1ca-419f-97b5-8cb88a82eaae", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0008, dtype=torch.float64)\n", "tensor(0.4812, 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": 30, "id": "62d8e8d0-cd20-4559-99a1-c943eccc38e7", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.4812, dtype=torch.float64)\n", "tensor(0.0262, dtype=torch.float64)\n", "tensor(0.0007, dtype=torch.float64)\n", "tensor(0.0001, dtype=torch.float64)\n", "tensor(0.0001, dtype=torch.float64)\n", "tensor(0.0001, dtype=torch.float64)\n", "tensor(0.0001, dtype=torch.float64)\n", "tensor(0.0001, 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": 31, "id": "437992df-1b96-410a-9c95-f65bf5485eb4", "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": 32, "id": "8bf8516d-599f-4696-aa37-23f9e116420c", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(6.9322e-06, dtype=torch.float64)\n", "tensor(4.5468e-07, 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": 33, "id": "32ae71a9-89b3-42ba-b7fd-2feaa270238b", "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": 34, "id": "d8759ce7-7cae-4d42-b277-a746fa429b3a", "metadata": {}, "outputs": [], "source": [ "# Compute tunes (fractional part)\n", "\n", "nux_result, nuy_result = tune(error, [], matched=True, limit=1)" ] }, { "cell_type": "code", "execution_count": 35, "id": "27939d05-6ae9-4907-8576-6090e08b764c", "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": 36, "id": "1b7c0ce4-88fb-4ed6-b7d1-db5c696900b9", "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": 37, "id": "7c50db89-9d0f-40c7-aa1b-42e04cb76dd8", "metadata": {}, "outputs": [], "source": [ "# Compute phase advances\n", "\n", "mux_result, muy_result = advance(error, [], alignment=False, matched=True).T" ] }, { "cell_type": "code", "execution_count": 38, "id": "93a706a0-530a-434c-8cc6-34af5b54eb05", "metadata": {}, "outputs": [], "source": [ "# Compute coupling\n", "\n", "c_result = coupling(error, [])" ] }, { "cell_type": "code", "execution_count": 39, "id": "95d8903b-f5c1-4549-b5c2-1dbe59c29738", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0.0260, dtype=torch.float64)\n", "tensor(0.0114, dtype=torch.float64)\n", "\n", "tensor(4.1553e-05, dtype=torch.float64)\n", "tensor(0.0002, 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": 40, "id": "81daa130-2966-4f8a-b334-5d8e1ddca5f1", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "tensor(0., dtype=torch.float64)\n", "tensor(0.0004, dtype=torch.float64)\n", "tensor(0.0009, 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": 41, "id": "16519bfc-d62d-47ae-a663-88576704af6f", "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.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": 42, "id": "8022b4d0-daf7-46c3-ae81-cfc372ac8b7f", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "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(0.4008, dtype=torch.float64)\n", "tensor(0.5872, 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": 43, "id": "661b0e66-27db-4cba-9f21-c5a499b82d14", "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(0.1872, dtype=torch.float64)\n", "tensor(0.3904, 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 }