{ "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": [ "# Tutorial N2. Tracking.\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", "#### Coordiantes\n", "Coordinates in Ocelot are following:\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", "Let's have a look on the new variable $\\tau = c t - \\frac{s}{\\beta_0}$. $s$ is independent variable which is the distance along the beam line (which, in turn, is the path length of the reference particle) and $v_0$ is the velocity of the reference particle, $t$ is the time at which a particle arrives at the position $s$ along the beam line. For the reference particle $\\tau = 0$ for all $s$. A particle arriving at a particular location at an earlier time than the reference particle has $\\tau < 0$, and a particle arriving later than the reference particle has $\\tau > 0$. $\\Delta E = E - E_0$, where $E = \\gamma m_0 c^2$\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 instead of simple sequence of element. So we have to run following command. " ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "lat = MagneticLattice(cell, stop=None)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1. Design optics calculation of the European XFEL Injector\n", "#### *Remark*\n", "*For convenience reasons, we define optical functions starting at the gun by backtracking of the optical functions derived from ASTRA (or similar space charge code) at 130 MeV at the entrance to the first quadrupole. The optical functions we thus obtain have obviously nothing to do with the actual beam envelope form the gun to the 130 MeV point.*\n", "\n", "Because we work with linear accelerator we have to define initial energy and initial twiss paramters in order to get \n", "correct twiss functions along the Injector. " ] }, { "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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", "text/plain": [ "
" ] }, "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": [ "## 2. Tracking in first and second order approximation without any collective effects \n", "\n", "### Remark\n", "*Because of the reasons mentioned above, we start the beam tracking from the first quadrupole after RF cavities.*\n", "\n", "### Loading of beam distribution\n", "In order to perform tracking we have to have beam distribution. We will load beam distribution from a ASTRA file ('beam_distrib.ast'). And we convert the Astra beam distribution to Ocelot format - ParticleArray. ParticleArray is designed for tracking.\n", "In order to work with converters we have to import specific module from ocelot.adaptors\n", "> from ocelot.adaptors.astra2ocelot import *\n", "\n", "After importing **ocelot.adaptors.astra2ocelot** we can use converter astraBeam2particleArray() to load and convert.\n", "As you will see beam distribution consists of 200 000 particles (**that is why loading can take a few second**), charge 250 pC, initial energy is about 6.5 MeV.\n", "\n", "**ParticleArray** is a class which includes several parameters and methods. \n", "* ParticleArray.rparticles is a 2D numpy array (6 x N) with coordinates of particles in \n", "$$ParticleArray.rparticles = [\\vec{x_0}, \\vec{x_1}, ..., \\vec{x_n}], $$ where $$\\vec{x_n} = (x_n, x_n', y_n, y_n', \\tau_n, p_n)^T$$\n", "* ParticleArray.s is the longitudinal coordinate of the reference particle in [m]. \n", "* ParticleArray.E is the energy of the reference particle in [GeV]. \n", "* ParticleArray.q_array - is a 1D numpy array of the charges each (macro) particles in [C]" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "#from ocelot.adaptors.astra2ocelot import *\n", "#p_array_init = astraBeam2particleArray(filename='beam_130MeV.ast')\n", "#p_array_init = astraBeam2particleArray(filename='beam_130MeV_off_crest.ast')\n", "\n", "# save ParticleArray to compresssed numpy array \n", "#save_particle_array(\"tracking_beam.npz\", p_array_init)\n", "p_array_init = load_particle_array(\"sc_beam.npz\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Selection of the tracking order and lattice for the tracking.\n", "\n", "MagneticLattice(sequence, start=None, stop=None, method=MethodTM()) have wollowing arguments: \n", "* sequence - list of the elements,\n", "* start - first element of the lattice. If None, then lattice starts from the first element of the sequence,\n", "* stop - last element of the lattice. If None, then lattice stops by the last element of the sequence,\n", "* method=dictionary - method of the tracking. Example: {\"global\": SecondTM, \"Undulator\": UndulatorTestTM } Sets for all elements SecondTM as a transfer map, expect for the Undulator elements. By default all elements are assigned first order transfer map - TransferMap. One can create one's own map, but there are following predefined maps:\n", " - TransferMap - first order matrices. \n", " - SecondTM - 2nd order matrices.\n", " - KickTM - kick applied.\n", " - RungeKuttaTM - Runge-Kutta integrator is applied, but required 3D magnetic field function element.mag_field = lambda x, y, z: (Bx, By, Bz) (see example ocelot/demos/ebeam/tune_shift.py)" ] }, { "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", "for tracking we have to define following objects:\n", "\n", "- ```Navigator``` is object which navigates the beam distribution (ParticleArray) throught the lattice. The ```Navigator``` knows with what step (atr: ```unit_step```) the beam distribution will be tracked and knows where to apply one or another Physics Processes. \n", "\n", "In order to add collective effects (Space charge, CSR or wake) method ```add_physics_proc()``` must be called:\n", "* ```add_physics_proc(physics_proc, elem1, elem2)```\n", " - physics_proc - physics process, can be CSR, SpaceCharge, Wake etc\n", " - elem1 and elem2 - first and last elements between which the physics process will be applied.\n", " \n", "- ```attributes```:\n", " * ```unit_step = 1``` [m] (default value) - unit step for all physics processes \n", " \n", "
\n", "Note: unit_step is ignored if no PhysicsProcesses has been added (the PhysicsProc which applied as one kick is not counted, e.g. BeamTransform). In that case, the tracking is performed element by element. \n", "
\n", "\n", " \n", "* ```track(lattice, p_array, navi, print_progress=True, calc_tws=True, bounds=None)``` \n", "\n", "the function performs tracking of the particles [```ParticleArray```] through the lattice [```MagneticLattice```]. This function also calculates twiss parameters of the beam distribution on each tracking step (optional). \n", "\n", "- ```lattice```: Magnetic Lattice\n", "- ```p_array```: ParticleArray\n", "- ```navi```: Navigator\n", "- ```print_progress```: True, print tracking progress\n", "- ```calc_tws```: True, during the tracking twiss parameters are calculated from the beam distribution\n", "- ```bounds```: None, optional, [left_bound, right_bound] - bounds in units of std(p_array.tau()) to calculate twiss parameters of the particular beam slice. By default (```bounds=None```), twiss parameters are calculated for the whole beam.\n", " - return: twiss list, ParticleArray. In case calc_tws=False, twiss_list is list of empty Twiss classes." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "z = 93.40410100084 / 93.40410100084006. Applied: d: \n", " time exec: 11.96444821357727 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 beam with design optics we can use artificial matching - beam Transformation:\n", "\n", "**BeamTransform(tws=Twiss())**\n", "In Twiss object beta, alpha functions as well as phase advances twiss.mux and twiss.muy (zero by default) also can be specified " ] }, { "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: 11.477344989776611 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": [ "
\n", "Note: The function “track()” reruns twiss list (\"tws_track\") and ParticleArray (\"p_array\"). “p_array” is final ParticleArray. \"tws_track” is a list of Twiss objects where twiss parameters are calculated from the particle distribution. So, inside each Twiss object, there are twiss parameters (beta_x, alpha_x, beta_y, alpha_y) and emittances (emit_x, emit_y) as well as the first and second moments, e.g. $x\\cdot x$, $x\\cdot px$, $px \\cdot px$, $x \\cdot y$, $y \\cdot px$ and so on. It can be useful, if you want to see evolution of the beam during tracking with collective effects.\n", "
\n", "\n", "Here are examples how to retrieve the beam parameters from the twiss list.\n", "To retrieve the trajectory of the beam (central of mass):\n", "> x = [tw.x for tw in tws_track]\n", "\n", "Or size:\n", "\n", "> sigma_x = np.sqrt([tw.xx for tw in tws_track])\n", "\n", "Where tw.xx is the second moment. \n", "Also, you can retrieve the beam length during beam tracking \n", "\n", "> sigma_tau = np.sqrt([tw.tautau for tw in tws_track])\n", "\n", "And you need the longitudinal coordinate along the lattice:\n", "> s = [tw.s for tw in tws_track]\n", "\n", "### Example " ] }, { "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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", "text/plain": [ "
" ] }, "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": "3.10.13" }, "name": "" }, "nbformat": 4, "nbformat_minor": 4 }