{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "*This notebook was created by Sergey Tomin (sergey.tomin@desy.de). Source and license info is on [GitHub](https://github.com/ocelot-collab/ocelot). January 2018.*" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# [Tracking](https://github.com/ocelot-collab/ocelot/blob/dev/demos/ipython_tutorials/2_tracking.ipynb)\n", "\n", "As an example, we will use lattice file (converted to Ocelot format) of the European XFEL Injector. \n", "\n", "##### This example will cover the following topics:\n", "- calculation of the linear optics for the European XFEL Injector.\n", "- Tracking of the particles in first and second order approximation without collective effects.\n", "\n", "#### Coordinates\n", "Coordinates in Ocelot are following:\n", "$$ \n", "\\left (x, \\quad x' = \\frac{p_x}{p_0} \\right), \\qquad \\left (y, \\quad y' = \\frac{p_y}{p_0} \\right), \\qquad \\left (\\tau = c\\Delta t, \\quad p = \\frac{\\Delta E}{p_0 c} \\right)\n", "$$\n", "\n", "### Definitions\n", "- $\\tau = c t - \\frac{s}{\\beta_0}$: Longitudinal coordinate of the particle.\n", "- $s$: Independent variable representing the distance along the beam line (equivalent to the path length of the reference particle).\n", "- $v_0$ and $p_0$: Velocity and momentum of the reference particle, respectively.\n", "- $t$: Time at which a particle reaches position $s$ along the beam line.\n", "- $\\Delta E = E - E_0$, where $E = \\gamma m_0 c^2$ is the total energy of the particle.\n", "\n", "See more in [Ocelot Coordinate System](https://www.ocelot-collab.com/docs/docu/OCELOT%20fundamentals/coordinate_system)\n", "\n", "#### Requirements \n", "* injector_lattice.py - input file, the Injector lattice.\n", "* beam_130MeV.ast - input file, initial beam distribution in [ASTRA](http://www.desy.de/~mpyflo/) format." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "initializing ocelot...\n" ] } ], "source": [ "# the output of plotting commands is displayed inline within frontends, \n", "# directly below the code cell that produced it\n", "%matplotlib inline\n", "\n", "# this python library provides generic shallow (copy) and \n", "# deep copy (deepcopy) operations \n", "from copy import deepcopy\n", "\n", "import time\n", "\n", "# import from Ocelot main modules and functions\n", "from ocelot import *\n", "\n", "# import from Ocelot graphical modules\n", "from ocelot.gui.accelerator import *\n", "\n", "# import injector lattice\n", "from injector_lattice import *" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If you want to see injector_lattice.py file you can run following command (lattice file is very large):\n", "```\n", "$ %load injector_lattice.py\n", "```\n", "The variable *cell* contains all the elements of the lattice in right order.\n", "\n", "And again Ocelot will work with class [MagneticLattice](https://www.ocelot-collab.com/docs/docu/OCELOT%20fundamentals/magnet-lattice) instead of simple sequence of element. So we have to run following command. \n" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "lat = MagneticLattice(cell, stop=None)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1. Design optics calculation for the EuXFEL Injector\n", "For linear accelerators, the initial [Twiss](https://www.ocelot-collab.com/docs/docu/OCELOT%20fundamentals/twiss) parameters and initial beam energy must be defined to compute the optics.\n", "\n", "To calculate Twiss paramters along the beamline [`twiss`](https://www.ocelot-collab.com/docs/docu/OCELOT%20fundamentals/twiss) is used\n", "\n", "
\n", "Note: In the low-energy part of the accelerator, \n", "space charge effects can significantly influence the beam dynamics. \n", "For simplicity, this tutorial does not consider any collective effects.\n", "
\n", " " ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "# initialization of Twiss object\n", "tws0 = Twiss()\n", "# defining initial twiss parameters\n", "tws0.beta_x = 29.171\n", "tws0.beta_y = 29.171\n", "tws0.alpha_x = 10.955\n", "tws0.alpha_y = 10.955\n", "# defining initial electron energy in GeV\n", "tws0.E = 0.005 \n", "\n", "# calculate optical functions with initial twiss parameters\n", "tws = twiss(lat, tws0, nPoints=None)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# ploting twiss paramentrs.\n", "plot_opt_func(lat, tws, top_plot=[\"Dx\", \"Dy\"], fig_name=\"i1\", legend=False)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "## 2. Tracking in First and Second Order Approximation (No Collective Effects)\n", "\n", "In this section, we track a beam distribution generated by ASTRA, taken at the position 3.2 meters downstream from the gun cathode.\n", "That is why, we need to start the Ocelot simulation from the same longitudinal position by setting the start argument of the [MagneticLattice](https://www.ocelot-collab.com/docs/docu/OCELOT%20fundamentals/magnet-lattice) object to the corresponding element in the beamline.\n", "\n", "\n", "### Loading the Beam Distribution\n", "\n", "To load a particle distribution, use the function `load_particle_array(FILENAME)`. \n", "- [ASTRA](http://www.desy.de/~mpyflo/)\n", "- [CSRtrack](https://www.desy.de/xfel-beam/csrtrack/)\n", "- Ocelot (`.npz`)\n", "\n", "If you already used:\n", "```python\n", "from ocelot import *\n", "```\n", "you don’t need to import anything else. Otherwise, you can directly import the loader:\n", "```python\n", "from ocelot.cpbd.io import load_particle_array\n", "```\n", "\n", "This function returns a `ParticleArray` — Ocelot’s standard object for representing particle distributions.\n", "More details can be found in the [ParticleArray documentation](https://www.ocelot-collab.com/docs/docu/OCELOT%20fundamentals/particle-array).\n" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "#from ocelot.cpbd.io import load_particle_array\n", "\n", "p_array_init = load_particle_array(\"sc_beam.npz\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Defining the Lattice and Tracking Order\n", "\n", "To configure the beamline and select the tracking method, use the [MagneticLattice](https://www.ocelot-collab.com/docs/docu/OCELOT%20fundamentals/magnet-lattice) class:\n", "```python\n", "MagneticLattice(sequence, start=None, stop=None, method={})\n", "```\n", "\n", "Arguments:\n", " - sequence: list of lattice elements\n", " - start: first element where tracking should begin\n", " - stop: last element (optional)\n", " - method: dictionary to assign transfer maps globally or per element\n", "\n", "Example:\n", " `method = {\"global\": SecondTM}`\n", "\n", "Predefined transfer maps include:\n", " - TransferMap: first-order matrix\n", " - SecondTM: second-order matrix\n", " - KickTM: single-kick tracking\n", " - RungeKuttaTM: numerical integration using element.mag_field\n", "\n", "More details are available in the [MagneticLattice](https://www.ocelot-collab.com/docs/docu/OCELOT%20fundamentals/magnet-lattice). \n" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "# initialization of tracking method\n", "method = {\"global\": SecondTM}\n", "\n", "# for first order tracking uncomment next line\n", "# method = {\"global\": TransferMap}\n", "\n", "# we start simulation from the first quadrupole (QI.46.I1) after RF section.\n", "# you can change stop element (and the start element, as well) \n", "# START_73_I1 - marker before Dog leg\n", "# START_96_I1 - marker before Bunch Compresion\n", "lat_t = MagneticLattice(cell, start=start_sim, stop=None, method=method)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Tracking\n", "\n", "To perform tracking, you need to define the following objects:\n", "\n", "### [`Navigator`](https://www.ocelot-collab.com/docs/docu/OCELOT%20fundamentals/navigator)\n", "\n", "The [`Navigator`](https://www.ocelot-collab.com/docs/docu/OCELOT%20fundamentals/navigator) controls how the beam distribution ([`ParticleArray`](https://www.ocelot-collab.com/docs/docu/OCELOT%20fundamentals/particle-array)) is propagated through the lattice. \n", "It defines the tracking step size (`unit_step`) and where physical processes (e.g. space charge, CSR) are applied.\n", "\n", "To add collective effects, use the method:\n", "```python\n", "navi.add_physics_proc(physics_proc, elem1, elem2)\n", "```\n", " - `physics_proc`: the physics process (e.g. SpaceCharge, CSR, Wake)\n", " - `elem1`, `elem2`: the range of elements where the process will be applied\n", "\n", "Navigator attributes:\n", " - unit_step = 1 (default): step size [m] for applying physics processes\n", "\n", "
\n", "Warning: The unit_step is ignored if no physics processes are added \n", "(excluding kick-like ones such as BeamTransform). In this case, tracking is done element-by-element.\n", "
\n", "\n", "### [`track()`](https://www.ocelot-collab.com/docs/docu/OCELOT%20fundamentals/tracking) function\n", "The [`track()`](https://www.ocelot-collab.com/docs/docu/OCELOT%20fundamentals/tracking) function propagates a ParticleArray through a MagneticLattice.\n", "It also calculates beam Twiss parameters at each step (optional).\n", "\n", "```python\n", "tws_list, p_array_out = track(lattice, p_array, navi)\n", "```\n", "Main arguments:\n", " - lattice: [MagneticLattice](https://www.ocelot-collab.com/docs/docu/OCELOT%20fundamentals/magnet-lattice) object\n", " - p_array: input [`ParticleArray`](https://www.ocelot-collab.com/docs/docu/OCELOT%20fundamentals/particle-array)\n", " - navi: [`Navigator`](https://www.ocelot-collab.com/docs/docu/OCELOT%20fundamentals/navigator) instance\n", "\n", "Returns:\n", " - tws_list: list of [Twiss](https://www.ocelot-collab.com/docs/docu/OCELOT%20fundamentals/twiss) objects (empty if calc_tws=False)\n", " - p_array_out: final [`ParticleArray`](https://www.ocelot-collab.com/docs/docu/OCELOT%20fundamentals/particle-array) after tracking\n" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "z = 93.40410100084 / 93.40410100084006. Applied: d: \n", " time exec: 13.018640041351318 sec\n" ] } ], "source": [ "navi = Navigator(lat_t)\n", "p_array = deepcopy(p_array_init)\n", "start = time.time()\n", "tws_track, p_array = track(lat_t, p_array, navi)\n", "print(\"\\n time exec:\", time.time() - start, \"sec\")" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# you can change top_plot argument, for example top_plot=[\"alpha_x\", \"alpha_y\"]\n", "plot_opt_func(lat_t, tws_track, top_plot=[\"E\"], fig_name=0, legend=False)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Tracking with Beam Matching\n", "\n", "To match the beam to the design optics, you can apply an artificial transformation using [`BeamTransform`](https://www.ocelot-collab.com/docs/docu/physics-processes/beamtransform) physics process:\n", "\n", "The [`BeamTransform`](https://www.ocelot-collab.com/docs/docu/physics-processes/beamtransform) process transform the particle distribution to match the specified Twiss parameters.\n" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "z = 93.40410100084 / 93.40410100084006. Applied: d: mTransform\n", " time exec: 12.16694188117981 sec\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "tw = Twiss()\n", "tw.beta_x = 2.36088\n", "tw.beta_y = 2.824\n", "tw.alpha_x = 1.2206\n", "tw.alpha_y = -1.35329\n", "\n", "bt = BeamTransform(tws=tw)\n", "\n", "navi = Navigator(lat_t)\n", "\n", "navi.unit_step = 1 # ignored in that case, tracking will performs element by element. \n", " # - there is no PhysicsProc along the lattice, \n", " # BeamTransform is aplied only once\n", "\n", "navi.add_physics_proc(bt, OTRC_55_I1, OTRC_55_I1)\n", "p_array = deepcopy(p_array_init)\n", "start = time.time()\n", "tws_track, p_array = track(lat_t, p_array, navi)\n", "print(\"\\n time exec:\", time.time() - start, \"sec\")\n", "plot_opt_func(lat_t, tws_track, top_plot=[\"E\"], fig_name=0, legend=False)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## New in version 25.06\n", "\n", "In the **dispersion section**, the **transverse beam sizes** (in the plane of dispersion) may be **calculated incorrectly** by default. \n", "To correct this, set the argument `twiss_disp_correction=True` when calling the [`track`](https://www.ocelot-collab.com/docs/docu/OCELOT%20fundamentals/tracking) function:\n", "\n", "```python\n", "tws_track, p_array = track(lat_t, p_array, navi, twiss_disp_correction=True)\n", "```\n", "see more in Documentation about [`track`](https://www.ocelot-collab.com/docs/docu/OCELOT%20fundamentals/tracking)." ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "z = 93.40410100084 / 93.40410100084006. Applied: d: mTransform\n", " time exec: 12.553806781768799 sec\n" ] }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "tw = Twiss()\n", "tw.beta_x = 2.36088\n", "tw.beta_y = 2.824\n", "tw.alpha_x = 1.2206\n", "tw.alpha_y = -1.35329\n", "\n", "bt = BeamTransform(tws=tw)\n", "\n", "navi = Navigator(lat_t)\n", "\n", "navi.unit_step = 1 # ignored in that case, tracking will performs element by element. \n", " # - there is no PhysicsProc along the lattice, \n", " # BeamTransform is aplied only once\n", "\n", "navi.add_physics_proc(bt, OTRC_55_I1, OTRC_55_I1)\n", "p_array = deepcopy(p_array_init)\n", "start = time.time()\n", "tws_track, p_array = track(lat_t, p_array, navi, twiss_disp_correction=True)\n", "print(\"\\n time exec:\", time.time() - start, \"sec\")\n", "plot_opt_func(lat_t, tws_track, top_plot=[\"E\"], fig_name=0, legend=False)\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "
\n", "Note: The track() function returns a list of \n", "Twiss objects (tws_track) and the final \n", "ParticleArray (p_array).
\n", "The Twiss objects contain key beam properties such as size, position, emittance, and second moments at each step along the lattice.\n", "
\n", "\n", "You can extract common beam parameters like this:\n", "\n", "- Beam trajectory (center of mass):\n", "```python\n", "x = [tw.x for tw in tws_track]\n", "```\n", "Or beam size::\n", "```python\n", "sigma_x = np.sqrt([tw.xx for tw in tws_track])\n", "```\n", "of bunch length:\n", "```python\n", "sigma_tau = np.sqrt([tw.tautau for tw in tws_track])\n", "```\n", "\n", "More about beam parameter calculations can be found in the [`get_envelope()`](https://www.ocelot-collab.com/docs/docu/functions/get_envelope) function.\n", "\n", "### Example \n" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sigma_x = np.sqrt([tw.xx for tw in tws_track])\n", "s = [tw.s for tw in tws_track]\n", "\n", "plt.plot(s, sigma_x)\n", "plt.xlabel(\"s [m]\")\n", "plt.ylabel(r\"$\\sigma_x$, [m]\")\n", "plt.show()\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Beam distribution" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# the beam head is on left side \n", "show_e_beam(p_array, figsize=(8,6))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Explicit usage of matplotlib functions\n", "#### Current profile" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "bins_start, hist_start = get_current(p_array, num_bins=200)\n", "\n", "plt.figure(4)\n", "plt.title(\"current: end\")\n", "plt.plot(bins_start*1000, hist_start)\n", "plt.xlabel(\"s, mm\")\n", "plt.ylabel(\"I, A\")\n", "plt.grid(True)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "tau = np.array([p.tau for p in p_array])\n", "dp = np.array([p.p for p in p_array])\n", "x = np.array([p.x for p in p_array])\n", "y = np.array([p.y for p in p_array])\n", "\n", "ax1 = plt.subplot(311)\n", "# inverse head and teil. The beam head is right side\n", "ax1.plot(-tau*1000, x*1000, 'r.')\n", "plt.setp(ax1.get_xticklabels(), visible=False)\n", "plt.ylabel(\"x, mm\")\n", "plt.grid(True)\n", "\n", "ax2 = plt.subplot(312, sharex=ax1)\n", "ax2.plot(-tau*1000, y*1000, 'r.')\n", "plt.setp(ax2.get_xticklabels(), visible=False)\n", "plt.ylabel(\"y, mm\")\n", "plt.grid(True)\n", "\n", "ax3 = plt.subplot(313, sharex=ax1)\n", "ax3.plot(-tau*1000, dp, 'r.')\n", "plt.ylabel(\"dE/E\")\n", "plt.xlabel(\"s, mm\")\n", "plt.grid(True)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "anaconda-cloud": {}, "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": "3.10.15" }, "name": "" }, "nbformat": 4, "nbformat_minor": 4 }