{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# PyHEADTAIL Quick Start Tutorial\n", "\n", "This notebook explains how to set up a basic tracking simulation with the macro-particle code `PyHEADTAIL` (https://github.com/PyCOMPLETE/PyHEADTAIL) in Python 3.\n", "\n", "Enjoy!! Adrian Oeftiger, 2022" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "import numpy as np\n", "np.random.seed(42)\n", "\n", "import matplotlib.pyplot as plt\n", "%matplotlib inline\n", "\n", "import seaborn as sbs\n", "sbs.set_context('talk')\n", "\n", "from scipy.constants import c, e, m_p" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If PyHEADTAIL is not available yet, you can install PyHEADTAIL to your user directory via \n", "\n", "`$ pip install --user PyHEADTAIL`\n", "\n", "You can do this here in the notebook by typing \n", "`!pip install --user PyHEADTAIL`." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "So let's go and import it!" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "PyHEADTAIL v1.16.0\n" ] } ], "source": [ "import PyHEADTAIL" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To start with an already assembled one turn map, we will use the git repository `PyCERNmachines` where some basic machine setups for CERN synchrotrons are stored. Here we will use the CERN Proton Synchrotron at injection with LHC beam type set-up. If you do not have `PyCERNmachines` installed yet, you can get it from git (again prepend an exclamation mark \"`!`\" to start it from a notebook cell here):\n", "\n", "`$ git clone https://github.com/PyCOMPLETE/PyCERNmachines`" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Cloning into 'PyCERNmachines'...\n", "remote: Enumerating objects: 240, done.\u001b[K\n", "remote: Counting objects: 100% (6/6), done.\u001b[K\n", "remote: Compressing objects: 100% (6/6), done.\u001b[K\n", "remote: Total 240 (delta 1), reused 0 (delta 0), pack-reused 234\u001b[K\n", "Receiving objects: 100% (240/240), 58.58 KiB | 2.09 MiB/s, done.\n", "Resolving deltas: 100% (136/136), done.\n", "\n", "v1.4.0-36-g742ea40\n" ] } ], "source": [ "# only do this once if you did not download it yet.\n", "!git clone https://github.com/PyCOMPLETE/PyCERNmachines\n", "!cd PyCERNmachines && echo && git describe" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "from PyCERNmachines.CERNmachines import PS" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We want to set up the `PS` at injection plateau on fundamental harmonic $h=7$, hence the keyword `machine_configuration='LHCbeam_h7'`. One can initiate the `PS` with either `linear` or `non-linear` synchrotron motion via the keyword `longitudinal_focusing`.\n", "The transverse bare tunes are set to $Q_x=6.23$ and $Q_y=6.24$." ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Synchrotron init. From kwargs: n_segments = 1\n", "Synchrotron init. From kwargs: gamma = 2.4921044947044524\n", "Synchrotron init. From kwargs: machine_configuration = 'LHCbeam_h7'\n", "Synchrotron init. From kwargs: Q_x = 6.23\n", "Synchrotron init. From kwargs: Q_y = 6.24\n" ] } ], "source": [ "Ekin = 1.4e9\n", "gamma = 1 + Ekin * e / (m_p * c**2)\n", "beta = np.sqrt(1 - gamma**-2)\n", "\n", "Q_x = 6.23\n", "Q_y = 6.24\n", "\n", "machine = PS(n_segments=1, gamma=gamma, machine_configuration='LHCbeam_h7', \n", " longitudinal_focusing='non-linear', Q_x=Q_x, Q_y=Q_y)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Furthermore, we only want to use the fundamental harmonic, while the `PyCERNmachines.PS` is by default launched with a second harmonic on $h=0$. Therefore we remove the second kick from the `RFSystems` internal list. Also, we are below transition, hence we want a $\\pi$ phase offset for the fundamental. " ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "tags": [] }, "outputs": [], "source": [ "machine.longitudinal_map.pop_kick(1)\n", "machine.longitudinal_map.phi_offsets[0] += np.pi" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now let's generate a macro-particle distribution describing an LHC-type bunch. The `machine` offers two convenience functions:\n", "\n", "1. `generate_6D_Gaussian_bunch`: a true 6D Gaussian distribution. In the longitudinal plane, the distribution is cut along the separatrix defined by the `RFBucket`.\n", "2. `generate_6D_Gaussian_bunch_matched`: a 4D transverse Gaussian distribution with a matched thermal (Gaussian-like) distribution in the longitudinal phase space." ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "*** Maximum RMS bunch length 14.14653369562552m.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/srv/conda/envs/notebook/lib/python3.7/site-packages/scipy/integrate/quadpack.py:880: IntegrationWarning: The integral is probably divergent, or slowly convergent.\n", " **opt)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "... distance to target bunch length: -1.2573e+01\n", "... distance to target bunch length: 1.0562e+00\n", "... distance to target bunch length: 9.8532e-01\n", "... distance to target bunch length: -5.6875e-01\n", "... distance to target bunch length: 4.1787e-01\n", "... distance to target bunch length: 1.1448e-01\n", "... distance to target bunch length: -8.8436e-03\n", "... distance to target bunch length: 5.5485e-04\n", "... distance to target bunch length: 2.5097e-06\n", "... distance to target bunch length: -1.3242e-05\n", "--> Bunch length: 12.700169347586202\n", "--> Emittance: 1.2136287215403192\n" ] } ], "source": [ "n_macroparticles = 1000\n", "intensity = 1.6e12 # in protons per bunch\n", "epsn_x = epsn_y = 2.5e-6 # in [m rad]\n", "sigma_z = 185e-9 / 4 * beta * c\n", "\n", "bunch = machine.generate_6D_Gaussian_bunch_matched(\n", " n_macroparticles=n_macroparticles, intensity=intensity, \n", " epsn_x=epsn_x, epsn_y=epsn_y, sigma_z=sigma_z)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we have a bunch with a matched longitudinal distribution. We can plot the longitudinal phase space with the Hamiltonian contours of the `RFBucket`." ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "rfsystems = machine.longitudinal_map\n", "rfbucket = rfsystems.get_bucket(bunch)\n", "\n", "zz = np.linspace(*rfbucket.interval, num=1000)\n", "dp_max = rfbucket.separatrix(0)\n", "dpp = np.linspace(-dp_max*1.1, dp_max*1.1, num=100)\n", "ZZ, DPP = np.meshgrid(zz, dpp)\n", "HH = rfbucket.hamiltonian(ZZ, DPP)\n", "\n", "plt.scatter(bunch.z, bunch.dp, marker='.', color='black')\n", "plt.contour(ZZ, DPP, HH, 15, cmap=plt.get_cmap('coolwarm'))\n", "plt.xlim(rfbucket.interval)\n", "plt.ylim(-dp_max, dp_max)\n", "plt.xlabel('longitudinal position $z$ [m]')\n", "plt.ylabel('momentum deviation $\\delta$ [1]');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The one turn map of the machine now includes 1 betatron tracking segment `TransverseSegmentMap` and the synchrotron tracking element `RFSystems`:" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "text/plain": [ "[,\n", " ]" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "machine.one_turn_map" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We are now ready to track the beam, simulating just the betatron motion. We will record the incoherent motion of the particles to show that they all move with the bare machine tune." ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "tags": [] }, "outputs": [], "source": [ "n_turns = 512\n", "\n", "x_rec = np.empty((n_turns, bunch.macroparticlenumber), dtype=np.float64)\n", "y_rec = np.empty((n_turns, bunch.macroparticlenumber), dtype=np.float64)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For the tracking, we execute the loop over all turns and over the machine transverse elements, which are stored in `machine.transverse_map`." ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "for i in range(n_turns):\n", " for m in machine.transverse_map:\n", " x_rec[i, :] = bunch.x\n", " y_rec[i, :] = bunch.y\n", " m.track(bunch)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's plot one sample particle motion:" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plt.plot(x_rec[:, 0], label='x position')\n", "plt.plot(y_rec[:, 0], label='y position')\n", "plt.legend()\n", "plt.xlim(500, 512)\n", "plt.xlabel('turns')\n", "plt.ylabel('transverse position $x,y$ [m]');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The incoherent tune spectra only show the bare machine tune peak:" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAAm8AAAFtCAYAAABRFo0eAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAAsTAAALEwEAmpwYAABHoklEQVR4nO3deZwcdZ3/8dene85cMwkECOGIcsZFBQSighJBcdWfrq7i+lNBdHXdVR+74oruIrqu/FTUxRvPFRHxQFHwRFAEERDDEY5wn4GQkySTzD3TXZ/fH1U96enpnunuqe7q7ryfj0en01Xfqvp2VfV3PvX91vdb5u6IiIiISHNIJZ0BERERESmfgjcRERGRJqLgTURERKSJKHgTERERaSIK3kRERESaiII3ERERkSai4E1ERESkiSh4ExEREWkiNQ/ezOwMM3MzW1nrbeVtc2W0zTPqtc16qeS7NeJ+SOJ8ENld1asMKHc7jVgmgcolaT6qeasTMzvSzD5uZsuSzovEq1WPbat+r1aj4ySFWvmcaOXvVolWDd6uB7qB7yedkTxHAv8FLKvjNhtxP7SiI6n/sa2HI2nN79VqjqT0cWq0MqDR8tOqjqR1f7tH0rrfrWwtFbyZWdrM5rh74O4j7p5NOk9J0n7YdU4knY/dgfZ1/ZS7rxutDGi0/CRBv5P6atn97e41fQFnAA6cBHwQeAQYBR4E3lYk/Z7ABcCTwFj0fgGwR4n1vhT4aLTe8Wj6ymjeGXnpfZrXRbPMw7TfDfj4dNsF5gP/D/gr8HS0joeB84A5Bduc8t2m2ffF9kOlx6MD+BBwBzAE7ABuBd5Xy31WsEwncDZwDzAC9AG/Ao4q95yocj0z5nGmY1vi+3RFyz0Q7dM+4G7gc9N8n48Da6N83AW8qdr9VM5xnel7lbGvc8svK7Ltx4HrinzPk4GPRd9zmPD38PwozYnADcAgsAH4aJnlTzewDngC6CyY979Atti+rLKse0X0Pf61xPy/AFuA9rjO6zKO00qKlBczHf9alUvF0lFdmZBouRTHsZvFumb192Y25RIVlkmNVC7RIGVStOw3ovXvW2TeYYTn6penW0cb9fMpwoL0m4QH+1+Ai8zsYXe/EcDMeoCbgIOBC4HbgaOitCeZ2XHu3l+w3v8B2oFvAzsJT7zOIts/rci0VwFvAjblJlSZh5m+28+BJcA/RWnvi5Z7JHpfCrwT+BnwQyBDeGJ8KNr2y4vkfbbKOR4dwFWEBe7VwCWEP75nA38PfDVKV4t9RrTuduB3wAsJm1q+CvQA7wJuNLMXu/utBeueck5UuZ5y8jjTsS3mAuAdwMXA54E24BDCQrmYzwBzga9Fn98O/MjMutz9okr3U5nHtdzvVez3V63zgDTwJcJC/N+Bq83sdOA7wLeAHwBvBD5hZo+5+yXTrdDdh83svwgDtfcAXwAws08D/wi8191/PIs857sa2AicDnw5f4aZHQI8n7BAHo/rvCb8rVV0/pX7u6b+5VK5ZUKi5VKMx67adc32700plZRLM5ZJlX6/OpRLy2b4/sXEXiZF/gK8GzgOuKJg3heiPP/XtGsoN1Ks9sWuCHY10JE3fSnhifejvGmfjNK+p2Ad742mn1tkvQ9QxVUgcAxhxPwXoGuWeSjnu+XSrixxtdFeZPq50TLHVfLdpktbYZ4/FKX9VJF1p2q9z6LpZ0bpX14wfQFhbUqxq6Vi50Q16yk3jyWPbYnjsg34bQW/nbVAT970nmjaNqC7iu9X7nGd7pwtua+j+R+n8qvc2wv292ui6ePAMQW/lw3AX8rc32lgDbAZmAe8P1rvx8pZvpIX8Llo3c8qmJ77LR8d53ldxnFaydQyoNzjH3u5VCI/ufyX+3tLtFyK+djVpFya7pyY5tjMWC5RQZlUxferablEY5VJhxX7roQVSlPO2WKvet7z9jV3H8t9cPenCKt7D8lL8zrCZoVvFSz7zWj664qs9+vuPlRJRsxsf+CXhIX537n7yCzzUM53K8ndx9x9PMpbm5ktNLM9gT9ESVaUs54KlZPntwDbgU8UyXOQ97GW++ytwP3AbWa2Z+5F+GP5PXCCmXUXLFPsnKhmPbM6rtPYAfyNmR1RZvqvu/uOvHzsIKx2X0j4xxAq+37lHtdy81bR72+GdY3lff5z9P5Xz6t9iNKsovzfVxb4D2Ax8AvCWoWvuPuU7x+D70Xvp+cmmJkRHp817n57NDmu87oaZR3/BMqlcn9vSZdLcR67Zi2XyimToPnLpZqUSYTHaxthzRswUUv5ecILzW/OtIJ6Nps+WmTaVuDAvM/PAG5190x+InfPmNmDwNFF1vFgJZkws/nArwmrfF/m7psLklSTh3K+20z5eg/wz8DfMLUjycJy11OBcvJ8CHBHQXBbTC332XLCJoIt02x/T8J7WXKKnRPVrGfWx7WE9xM2IdxtZo8C1xLeA/KrEoXUfUWm3Ru9PzN6r+T7lXtcy1HR728Gk/a3u28P4x4eK5J2O7BHuSt291+b2WrCJqAfA/82i3xOt501ZnY78BYzOzs6ni8mbLL5UF7SuM7rapR9/OtcLpX7e0u6XIrz2DVruVROmQTNXy7VpExydzezm4Hjzcw8rHb7N+BQ4KVeRoeeegZvpTJjs1xv2dG1maWBS4FnAf/H3e+Z5bZzZvXdzOwDwPmE7fxfBtYT3rC4FLiI2vQKrtXxiHv7RnjT7AemWVdhwVDsnKhmPTXZR+7+i2iMolcS3kP0UsL7r/5sZi8tuNIrVzXfLw6lfn8+zTKlyp1S+3vWPRPN7B+A50Yf+6PCslYuBr5IGCj+gbAWLkt4D89ElojnvK6ZBMqlpMukcvMQ57FTuVS/cqmhyiTgZsJ9fZiZbSPsYHGFu19TzsL1DN7K8SjhF2nLv1oyszbCiLTYFUclvkzYI+w97n5VnfMw3YlzGmGb+yvyr3DM7G+r3FZcHgQON7NOdx+dJl0tj9tDhM1df6yi6rwW6ymm4kDA3bcR/jG/JGpWO4+wZubvgJ8WJF9O2NyX71nRe27fVvL9yj2uswlwtkXviwjPbQDMrIvwhuOHZ7HuipjZKYQB1eWE96q8w8y+4O7Fag/i8EPCe99ON7MbgTcAv3f3DXlp4jwfKz1O5R5/lUvFxXnsalUuVfXbraBcKqdMgsYqlxqmTIr8JXo/jrB2vpOwQ0RZGm2ctysID/Q7C6a/K5p+ebUrNrP3E/Y2+5K7fz2BPAxE74uKzMsSnpATV05RAfMfVW4rLj8gbBo5p3BG9MPOuYIaHTfCP7r7UOLKzcz2rvN6ipnu2BZuJ21mvfnTolqg1dOs41+innO5dfQQNmX1AX+KJlfy/co9rmV/ryJyzRYvLZh+JnUsd8xsBWEPtRsJ76k5BwiAT9dqm+6+BbiSsIfcWwhvzv5eQbI4z8dKj1O5x1/lUnFxHrtalUsVnRNVlEvllEnQWOVSQ5RJeVYRlkXvJOyt+0V3L/uCotFq3j4LnApcYGZHE544RxFW3T4Qza9YdAPm+YTd+G83s7cWJHnE3XNRcE3yANxCeKA+YmYLCXu6PubufwUuI/xjcqWZ/ZywsH8zYS1Bkr4EvBo4x8yOJWw+GSG8/+Uwdv0IarXPcnl4GfA5MzsJ+CNhN+oDCMfgGQFeUsf1FDPdsS00H9hgZr8k3E+bCe/N+RfCeyZ+VWSZp4G/mtl3o89vj/L9zrybciv5fuUe10q+V6E/EB77T5jZHoT3iJxAOFzG02UsP2tm9izgt4SF9mujq/lHzOw7wD+b2fGeNwRFzL5H2DPtfMIbwa8omB/n+VjpcSr3+KtcKr39uI5drcqlSs+JSsulcsqkSr9frculxMukfO6+08zuBV5EGJt8stIV1PTF9N16rwMeL5i2mHDsmHWEhcQ6wvFn9qxgvSvJ646e97nU66Ia5KHYd3sb4U2dY/nbJRzK4D8Jq21HCbtcf5awatqBj5f6bjPs+ylpq8hzF/ARJg+weAtTu9/XZJ9F09uAf422Oxi9HiK8UjulnHXHtZ5p8lj02BZJ10H4B3EV4U3Go4RV+BcCh5TYVy8F/puwa/0o4T0kb672+1V4XEuds9Pu6yjNoYRjPOUG/PwJ4f1Sj1O8W36x/V10XxLec+XTbPsAwpugHwb2Lpi3b5SnG2f6DVX7io7z1ij/367V+VjGcVpJkfKinONPDcqlYulmOP7XUfz3lmi5FPOxq0m5VOqcmOZ8nbFcosIyqZLvV+FxrapcIsEyqUR+vkOZf88LXxatQEQajJmdAXwXeIm7X5dsbkRkd6cyKT7R0CD3Ew0Z4hUGY43WbCoiIiLS6j5I2DT9lkoDN1DwJiIiIlJzZraI8LFyzwHOAj7v7jdXsy4FbyIiIiK193LCoYQ2Ez7DtOqe2015z5uZZQi79u5MOi8iUjcLgMDdm/qiU+WXyG4p1vKrWYO3ALCenp6ksyIidbJjxw4Ie3M12viUFVH5JbL7ibv8atYr2J09PT09fX19SedDROqkt7eXHTt2tEJtlcovkd1M3OVXU1/BioiIiOxuFLyJiIiINBEFbyIiIiJNRMGbiIiISBNR8CYiIiLSRBS8iYiIiDQRBW8iIiIiTUTBm4iIiEgTUfAmIiIi0kQUvElDCALnoVs20bdpKOmsiIjM2vj4OHfeeSc7d7bCQ0Gk0TTr47Gkxdx7w3r+9MMHAHjvN05KODciIrNz9dVXc8stt9Dd3c2HP/zhpLMjLUY1b9IQHrl9c9JZEBGJzS233ALA8PBwwjmRVqTgTURERKSJKHgTERERaSIK3kRERESaiII3EWlpZnaMmV1uZmvNbNjMNprZ78zshWUs+3Ez8yKvjfXIu4hIMeptKiKt7iDCsu7bwAagF3gLcL2ZvcLdf1/GOt4N5I9jo7vQRSQxCt6kIbgnnQNpVe5+KXBp/jQz+zrwKPBvQDnB20/cvS/+3ImIVE7NpiKy23H3IWALYS1cOczMFpiZ1S5XIiLlUc2biOwWzGw+0AnsAbwNOAL4RJmLPwHMA/rN7DLgg+6+rcR2+mZYV0+Z2xQRKUrBmzQItZtKzX0XeH30/zHgG8CnZlhmO/AV4OZomZMI73872sxWuPtojfIqIlKSgjcR2V38N/BNYD/gNMJauHagZADm7l8qmHSZma0BLgBOJ+wEUbhM73SZiGrmVPsmIlXTPW/SIHQrkdSWu9/t7r939+8CLweeB1xUxaq+Qdjz9OQYsyciUjYFb9Ig1Gwq9ePu48AvgL83s+4Klw2Ap4BFtcibiMhMFLyJyO6qm7DKd34lC5lZO7A/YW9VEZG6U/AmIi3NzBYXmbYAOBV40t03R9MOMLPDZ1oWOAvoAq6qQXZFRGakDgvSGNRqKrVzqZmNADcBGwlrzd5O2HHhTXnpLgZOZPINmGvN7MfAGsKODS8h7LF6A/DD2mddRGQqBW8i0uouIewZ+q/AQqCPcOiP09z9TzMs+wPgeMJaug7gceBc4NPunqlRfkVEpqXgTURamrtfCFxYRrqVRaa9qxZ5EhGZDd3zJiIiItJEFLyJiIiINBEFb9IQXB0WREREyqLgTURERKSJKHgTERERaSIK3kRERESaiII3ERERkSai4E0ajqv3goiISEkK3qTxKHYTEREpScGbNBzFbiIiIqUpeJOGMKmpVM2mIiIiJSl4k4aj0E1ERKQ0BW/SEMxs14cguXyIiIg0OgVv0hDym01ddW8iIiIlKXiTxqPYTUREpCQFb9JwFLuJiIiUNmPwZmbHmtkFZnavmQ2a2RNm9mMzO7icDZjZUjP7iZn1mdlOM7vCzJ4x+6xLy1L0JiIiUlJbGWk+DBwP/BS4C9gHeB+w2syOc/f7Si1oZvOAa4H5wCeBDHAmcJ2ZHenu22eZf2kRI5mRif/rCQsiIiKllRO8fR54s7uP5SaY2aXA3YSB3RnTLPse4GDgee6+Olr2SmANYRD3seqyLa1mXf865rI46WyIiIg0vBmbTd39pvzALZr2EHAPsHyGxd8A3JwL3KJl7weuAd5YeXalVeX3MFXFm4iISGlVdViwcFCuvYGnp0mTAp4D3Fpk9irgUDObU2LZvuleQE81+ZYmoehNYmRmx5jZ5Wa21syGzWyjmf3OzF5Y5vK6b1dEGko5zabFvAVYCnxkmjSLgE5gQ5F5GwADlgCPVJkHaVGK3SRmBxGWdd8mLHt6Ccuw683sFe7++1IL6r5dEWlEFQdvZnY4cAFwA/D9aZJ2R++jReaNFKSZxN17Z8hDH6p9aynpcUVsUhvufilwaf40M/s68Cjwb0DJ4A3dtysiDaiiZlMz2wf4DbAdONXdp3uQ0XD03llkXldBGtnN9W7d1dtUQ4VIrbn7ELCFsBZuOrpvV0QaTtk1b2bWA1xJWON1vLtvnGGRbYS1bkuKzFtC+Ce6WJOq7IYs0OOxpLbMbD7hxeQewNuAI4BPTJM+d9/ut4rMXgW8zMzmRIFg/nJ9M2RFrQYiMitlBW9m1gX8CjgUONndH5hpGXcPzOxu4Jgis1cADxUWeiIA09bnilTvu8Dro/+PAd8APjVNet23KyINqZwnLKQJ7xd5AWFT6c0l0h0Q3Q+X7zLg+WZ2VF66w4CTCAf9FQmZJZ0DaX3/DZwCvAO4kTAwa58mfVX37bp773QvYEfV30BEhPJq3s4HXkNY87bIzN6aN2/A3a+I/n8xcCLh1WjO14B3Ab81s/MJe2p9gPCq9Quzy7q0lLyWUj1hQWrB3e8mHFwcM7uEcBijiwjvaytG9+2KSEMqJ3g7Mnp/dfTKtxa4otSC7t5vZisJA7WPEtb0XQu83923VpZVEZF4uPu4mf0COMfMut29WBCm+3ZFpCHNGLy5+8pyVlQqnbuvA06tKFey2/GSH0RqppuwpWA+RWrQdN+uiDSqqp6wIFJLajWVOJnZlIfmmtkCwovKJ919czRN9+2KSFOo9gkLIjWk6E1idamZjQA3ARuB/YG3A/sBb8pLp/t2RaQpKHiThqOaN4nZJcDpwL8CC4E+4GbgNHf/03QL6r5dEWlECt6k4ai3qcTJ3S8ELiwj3coS03Xfrog0FN3zJo1HsZuIiEhJCt6kQWiQXhERkXIoeJOGo1ZTERGR0hS8SYPwEv8XERGRfArepOHowfQiIiKlKXgTERERaSIK3qRB7OqwEARqNhURESlFwZs0nEDtpiIiIiUpeJOGo0F6RURESlPwJg3HUc2biLQOXZBK3BS8ScPRPW8i0koUvEncFLxJY8gr3IIgm2BGRETipeBN4qbgTRrErt6mnlVBJyIiUoqCN2k4QTaTdBZERGKjmjeJm4I3aTgq5kREREpT8CYNxwP1NhWR1qGaN4mbgjdpOEFWHRZERERKUfAmDSfQVaqItBDVvEncFLxJw3HVvImIiJSk4E0aju55E5FWopo3iZuCN2kQeeO8qaCTGJnZsWZ2gZnda2aDZvaEmf3YzA4uY9mPm5kXeW2sR95FRIppSzoDIoUC1bxJvD4MHA/8FLgL2Ad4H7DazI5z9/vKWMe7gaG8z8Ox51Jali5IJW4K3qThuCt4k1h9Hnizu4/lJpjZpcDdhIHdGWWs4yfu3leT3ImIVEjNptJwdM+bxMndb8oP3KJpDwH3AMvLXI2Z2QIzs5mTikymmjeJm2repOEEWQVvUltRELY3cGeZizwBzAP6zewy4IPuvq3EuvtmWFdPufkUESlGwZs0HF2lSh28BVgKfGSGdNuBrwA3A2PASYT3vx1tZivcfbSmuZSWoDJN4qbgTRqOmk2llszscOAC4Abg+9OldfcvFUy6zMzWRMufDny7yDK9M2y/D9W+icgs6J43aTge6CpVasPM9gF+Q1ijdqpX1zvmG4Q9T0+OM2/SulTzJnFTzZs0HHc9YUHiZ2Y9wJWEtV7Hu3tVY7W5e2BmTwGL4syfiEi5VPMmDSJvkF61mkrMzKwL+BVwKPB/3P2BWayrHdgf2BJT9qTFqeZN4qbgTRpCftEW6NmmEiMzSwOXAi8gbCq9uUS6A6L74fKnLS6S9CygC7gq7ryKiJRDzabSIPJr3nSVKrE6H3gNYc3bIjN7a968AXe/Ivr/xcCJ5J+MsNbMfgysAUaBlwCvJ+zs8MMa51tahGreJG4K3qRB7Pp7qcdjScyOjN5fHb3yrQWumGbZHxA+WutUoAN4HDgX+LS7Z+LMpIhIuRS8SYPIfzC9gjeJj7uvrDadu78r7vzI7kc1bxK3su55M7MlZnaemV1rZv1m5ma2ssxlL4rSF76K3nciuylTs6mItCYFbxK3cmveDiN8gPPDwF3ACyvczhDhqOT51FNLJkwq2tRsKiIiUlK5wdttwJ7uvtXMXgtcXuF2xt39kgqXkd1K3j1verapiLQQ1bxJ3MoK3ty9f7Ybirrrz4ljXdKK8u95U0EnIiJSSr06LMwHdgJzzGwrYZf8s919pFji6Nl/09FzAVuY7nkTkVaiC1KJWz2Ctw3AZ4HVQJqwq/6ZwHLgFXXYvjSDSR0W1GwqIiJSSs2DN3f/z4JJPzKzdcBZZvYyd/99kWV6p1tnVDOn2reWouBNRFqTat4kbkk9Huv86P3khLYvDcYVvImIiJQlkeDN3TcBY8CiJLYvjU1j9IpIK1HNm8QtkeDNzPYjfNSMxnqTkOkJCyIiIuWINXgzs4PM7KC8z11mNr9I0o9G71fFuX1pXoEZa/bvYOu8lJpNRaSlqOZN4lZ2hwUzOyf67/Lo/TQzOwHoc/evRtOuid6XRe/7AKvN7IfA/YTB4qsJ73W71N2vn0XepYXcdvACfr1iHgDHr92ZcG5EREQaVyW9Tc8t+PyO6H0t8FWK6wN+DZwCnEEYvD0I/DvwpQq2LS3ungPmTvxfNW8i0kpU8yZxKzt4c3crI82ygs99wGkV50p2Q+ptKiIiUo6khgoRKUlPWBCRVqKaN4mbgjdpOKp5ExERKU3BmzSGvEZ5zyp4E5HWoZo3iZuCN2kQ+fe8qaATEREpRcGbNBwFbyLSSlTzJnFT8CaNR09YEBERKUnBmzQEV7Op1IiZHWtmF5jZvWY2aGZPmNmPzezgMpdfamY/MbM+M9tpZleY2TNqnW9pHap5k7hVMkivSM3kjyKoZ5tKzD4MHA/8FLiL8Mkv7yN8+stx7n5fqQXNbB5wLTAf+CSQAc4ErjOzI919e60zLyJSSMGbNBzFbhKzzwNvdvex3AQzuxS4mzCwO2OaZd8DHAw8z91XR8teCawhDOI+VqM8SwtRzZvETc2m0nA0zpvEyd1vyg/comkPAfew61nNpbwBuDkXuEXL3k/4HOc3xp1XaU0K3iRuqnmThqOCTmrNzAzYG7hzmjQp4DnAt4rMXgW8zMzmuPtQwXJ9M2y+p7LciohMppo3aRB5HRYUvEntvQVYCvxkmjSLgE5gQ5F5GwhP2iXxZ01ajco0iZtq3qTxqLep1JCZHQ5cANwAfH+apN3R+2iReSMFaSa4e+8M2+9DtW8iMguqeZOGk9VVqtSIme0D/AbYDpzq03dtHo7eO4vM6ypII1KSat4kbqp5k4bgerap1JiZ9QBXEtZ6He/uG2dYZBthrVuxptElgFO8SVVEpKYUvEnDCfKfUi8SAzPrAn4FHAqc7O4PzLSMuwdmdjdwTJHZK4CHCjsriBSjmjeJm5pNpUHsCtiyGipEYmRmaeBS4AWETaU3l0h3QHQ/XL7LgOeb2VF56Q4DTiIc9FdEpO5U8yYNR6GbxOx84DWENW+LzOytefMG3P2K6P8XAyfCpKrfrwHvAn5rZucTPmHhA4TNpV+ocb6lRajmTeKm4E0SV1iwqZyTmB0Zvb86euVbC1xRakF37zezlYSB2kcJWyuuBd7v7ltjzqe0CAVrUmsK3iR5PrnDQqC6N4mRu6+cTTp3XwecGmOWpMVNvSBVMCfx0j1vkrjCYi0I1GFBRESkFAVvkryCq1LVu4lIM1PNm9SagjdJXGG5lp1SFyciIiI5Ct4keQWxmkYKEZFmppo3qTUFb5I4dyc9qcOCiIiIlKLgTRLnQHdqV/QWqNlURJqYat6k1hS8SfJ88qio7uptKiIiUoqCN0lc4VWpmk1FpJmp5k1qTcGbJK+ww0IyuRAREWkKCt4kcc7k+E3XqCLSzFTzJrWm4E0S50FBs6kKOhFpYgrWpNYUvEnDcVOHBRFpHQrmJG4K3iR5BQ+mVzknIs1MzaZSawreJHHuPuk+N3VYEBERKU3BmySu8KJU16gi0sxU8ya1puBNEufukwbpDdA9byIiIqUoeJOGo2ZTEWlmqnmTWlPwJonzwAvGeVPNm4iISCllBW9mtsTMzjOza82s38zczFaWuxEzW25mvzOzATPbZmbfM7M9q820tJbAJ9e16RpVRJqZat6k1sqteTsM+DCwH3BXJRsws/2A64GDgLOB/wFeDVxtZu2VrEtaUxAUBG+mCmERaR0K3iRu5f6VvA3Y090PAT5X4TbOBrqBle7+ZXf/FPBG4CjgtArXJS2oMHhTq6nEaTYtB2Z2UZS+8HVzbXMtzawwWAsCBW8Sr7ZyErl7/yy28Xrgl+7+VN76/mBmDxIGcRfOYt3SAoIg0CC9Uku5loOHCVsOXljh8kPAuwumbYkhX7KbyKpQk5iVFbxVy8yWAnsBtxaZvQo4pcRyfTOsumd2OZNGEmSzkz7r8VgSs1zLwVYzey1weYXLj7v7JfFnS1qVat6k1moavAFLovcNReZtAPYys7S7Z4vMl92EFzabqt1UYjTLlgMAzCwNzIljXdL6pnRYUPAmMat18NYdvY8WmTeSl2Ygf4a790630qhmTrVvLSIIVPMmDW0+sBOYY2ZbgYuBs919pFhitRxIoeyUC1SR2al18DYcvXcWmddVkEZ2U9lMtmCcN5GGsQH4LLAaSBP2lD8TWA68IsF8SQOb0myaUeOSxKvWwVuuuXRJkXlLgM1qMpXAfXJtm4YKkQbh7v9ZMOlHZrYOOMvMXubuvy+yTO9061TLwe4nUIcFiVlN/0pGPUy3AMcUmX0ccEctty/NIchmJn9OKB8iZTo/ej850VxIw5pS85ZV8CbxijV4M7ODzOyggsk/A14T9TzNpTsZOBT4aZzblyYVONlUXsime96kgbn7JmAMWJR0XqQ5eFYNTBKvsptNzeyc6L/Lo/fTzOwEoM/dvxpNuyZ6X5a36KeAU4FrzewrwDzgLOBOwht/ZTcXZLNkO3cCewB6woI0tuipMR1orDcpwd15el4P1xz+PJ775MO8JKv2BIlXJfe8nVvw+R3R+1rgq5Tg7k+a2YnA54HzCK9Yfw18wN3HKti+tKggyBKkdjWduireJAG5VgN3fyT63AW0Fxke5KPR+1V1zJ40md8e8XyGOru57vCjeXdWI8xIvMoO3txn/pPq7stKTL8HeHn52ZLdiWcDXGO7SQ1V2XKwD7DazH4I3E94m8mrCe91u9Tdr695xqUpuTtDnd0TnzVUiMSt1r1NRWaUDbIEebdfem370cjuqZqWgz7CVoJTgDMIg7cHgX8HvhR7DqVlaZBeiZuCN0mcB06Q30khpVo4iVc1LQfu3gecVqMsSQvTOG9Sa6rikMQFmeykZlNdo4pIM5v6bFMFbxIvBW+SOA8K7nnTUCEi0kJ0z5vETcGbJM6zWYJJHRYUvIlI85ryYPqMgjeJl4I3SVw2CCZ3WFDNm4i0EDWbStwUvEniPBtMGttNwZuINLOpNW8K3iReCt4kcUE2mDw8iGI3EWkhgZ6wIDFT8CaJ82DyPW+qeRORZlZY85bNZkqkFKmOgjdJnGcyBcGbBgsRkdahmjeJm4I3SVyQKRgqRGeliDSxqTVvCt4kXvozKYnLFozzFqjVVERaiKu3qcRMwZskL5slsF2nom55E5FmNqXmTeO8ScwUvEnigmww6Z63QNGbiLQQ1bxJ3BS8SeI8my24500dFkSkeU0Z5y2r4E3ipeBNEhcUDBWicd5EpJlNeTC9gjeJmYI3SZxnJ3dYcAVvItJCgkDjvEm8FLxJ4rLjjpuesCAirWFKzZvueZOYKXiTxI0XPPcv0FkpIi1EHRYkbvozKYnLZAs6KKjmTUSaWGHNG4GGCpF4KXiTxBUOPq573kSkmU1pNnUFbxIvBW+SuExBs6lG6RWRZpYNCmreCmviRGZJwZskbkrNm8Z5kxiZ2RIzO8/MrjWzfjNzM1tZwfLLzex3ZjZgZtvM7HtmtmftcizNLgjUYUFqS8GbJG68oKBTs6nE7DDgw8B+wF2VLGhm+wHXAwcBZwP/A7wauNrM2mPOp7SIwmbSAF2QSrzaks6ASLZgCCRXs6nE6zZgT3ffamavBS6vYNmzgW7gSHd/CsDMVgG/B04DLow5r9ICgoLmBPVXkLip5k0Slym8PcR0lSrxcfd+d99a5eKvB36ZC9yi9f0BeBB4Yxz5k9aTLQzeEsqHtC7VvEniptzcq5o3aQBmthTYC7i1yOxVwCklluubYdU9s8uZNLqgoBOWK3yTmKnmTRKXLbjJTfe8SYNYEr1vKDJvA7CXmaXrmB9pElNr3tSaIPFSzZskTuO8SYPqjt5Hi8wbyUszkD/D3XunW2lUM6fatxY25Z43BW8SM9W8SeKm3vOWTD5ECgxH751F5nUVpBGZkM0WNpuKxEvBmyQuW9AVS8GbNIhcc+mSIvOWAJvdXQN4yRSF97wFuo9XYqbgTRKne96kEUU9TLcAxxSZfRxwR10zJE1jSs2betBLzBS8SeIC1yC9kjwzO8jMDiqY/DPgNVHP01y6k4FDgZ/WM3/SPLKZgtYEVKhJvNRhQRLngWrepLbM7Jzov8uj99PM7ASgz92/Gk27Jnpflrfop4BTgWvN7CvAPOAs4E7g4ppmWppWdnwcOronPqveTeKm4E0SV/jMZj1hQWrg3ILP74je1wJfpQR3f9LMTgQ+D5wHjAG/Bj7g7mO1yKg0P89koWPX50BFmsRMwZskrrBJQTVvEjf3mc8qd19WYvo9wMvjzpO0rqn3vKlQk3jpnjdJnPvk01DBm4g0s0xmfNJnNZtK3BS8SfKmBGsq6kSkeWXH1WFBaqus4M3MOs3sM2a23syGzezmqMfVTMt93My8yGvj7LMurSKgsOZNBZ2INK/s+OTbITXOm8St3HveLgJeD3wReBg4A7jSzE5097+Usfy7gaG8zxqVXCY4kx8PqWZTEWlmwXhm0mfVvEncZgzezOw44E3Ame7+xWjaxcAa4DPAi8vYzk/cva/6bEprm1ywqWeWiDSzwnveVPMmcSun2fQNwDjwv7kJ7j4CfAc4wcyKPTqmkJnZAjOdwVKEqbepiLSOIFvQYUF/+iRm5TSbHgXc7+4DBdNXEVaZHMmuZwCW8gTh4Jb9ZnYZ8EF331YqsZn1zbC+nhnmSxPxKfe8JZQREZEYZDOFD6ZX30CJVznB2xLgqSLTcwHbvtMsux34CnAz4eCWJxHe/3a0ma1w99EK8iotyk33vIlI68iq5k1qrJzgrRsoFmSN5M0vyt2/VDDpMjNbA1wAnA58u8RyvdNlKKqZU+1bqygo2IISyUREmoEXDNIbmGreJF7lnFHDQGeR6V158yvxDcKepzMONSK7h4IxelXzJiJNLZMt6G2qmjeJWTnB2wbCptNCuWnrK9mguweEzbCLKllOWljBWajepiLSzLKuQXqltsoJ3u4ADjezeQXTV0Tvd1ayQTNrB/YHtlSynLQw9TYVkRaSDdRsKrVVzhl1GdAOvDM3wcw6gbcDN7r7+mjaAWZ2eP6CZra4yPrOImxyvaraTEtrybYVjvOm6E1EmlcQFDziT2WaxGzGDgvu/lcz+ynw2WhMt0eAtwEHEj5pIedi4EQmj7i61sx+TDig7yjwEsInNdwA/DCOLyDNb7ytYKiQhPIhIhKHwAuGClHNm8Ss3MdjnQ6cG70vBO4CXunuN86w3A+A44FTgQ7g8Wg9n3b3zDTLyW4k06ZmUxFpHYFPvgRVa4LErazgLXqiwlnRq1SalUWmvavqnMluI1NY86ZyTkSamDosSK2pLlcS5e6MT7nnDbJZjfYmIs0pKLj5Q82mEjedUZIoD5xMuqDZFCMzmi2xhIhIY/Mpzaa6k1fipeBNEpXNOuOTn46FG2TGVPMmIs1pSrCWUrOpxEvBmyQqyDqZIsHbuGreRKRJZQtiN93HK3FT8CaJCrLBlGbTABgfU/Am8TGzTjP7jJmtN7NhM7vZzGZ8RJ+ZfdzMvMhrYz3yLc1pyj1v+ksrMSt3qBCRmiha86Z73iR+FxGOMflF4GHCMSqvNLMT3f0vZSz/bsJnMudU+kxn2Y1MucNNwZvETMGbJCqbmVrz5gajI+MJ5UhajZkdB7wJONPdvxhNu5hw8PDPAC8uYzU/cfe+WuVRWktAYZmmdlOJl64HJFFj4+NkUlObTYcGBpLJkLSiNwDjwP/mJkRjV34HOCF6csxMzMwWmOmvsMysMHgL9JdWYqaaN0nU6MgI41Nq3ozBvh0J5Uha0FHA/e5eeEWwivBxfkcCG2ZYxxPAPKDfzC4DPuju24olNLO+GdbVM1OGpbkVBm+qJpG4KXiTRA0PDE4N3oDBnf3JZEha0RLgqSLTcwHbvtMsux34CnAzMAacRHj/29FmtsLdR+PMqLSGwPTUGKktBW+SqMG+4Ylm07RnyFobbsbIzsGEcyYtpBsoFmSN5M0vyt2/VDDpMjNbA1xA+KznbxdZpne6zEQ1c6p9a2FTgzdFbxIvVeZKooZ2DjOWDk/DzujvqwOjAyPTLCVSkWGgs8j0rrz5lfgGYc/TGYcakd1T1gpvBdETFiReCt4kUcM7RxiPat46ouAtMGNsUMGbxGYDYdNpody09ZWszN0DwmbYRbPMl7SobKqg5k1PWJCYKXiTRI30j00Eb7tq3ozMcCbJbElruQM43MzmFUxfEb3fWcnKzKwd2B/YMvusSSvSPW9SawreJFGDO0cYizosLCDsYTqc6iQzrHHeJDaXAe3AO3MTzKwTeDtwo7uvj6YdYGaH5y9oZouLrO8swibXq2qWY2lqQWGwpuBNYqYOC5KokZ0jjEVXqQsJR14YtG6yejC9xMTd/2pmPwU+G43p9gjwNuBAwict5FwMnMjkP7VrzezHhAP6jgIvIXxSww3AD2ufe2lG2YKnxkwJ5kRmScGbJGpscJyxVFjSLcoFb6luMuPp6RYTqdTpwLnR+0LgLuCV7n7jDMv9ADgeOBXoAB6P1vNpd1fbvhQVFD6vWW1cEjMFb5Ko8RFjPBWehr1R8Ja1NoZSc5LMlrSY6IkKZ0WvUmlWFpn2rhpmS1pUYbCm4E3iplNKEjUedEz8P1fzBjDYsSCJ7IiIzFph71IFbxI3nVKSqNHUruG3etk+8f+hrm7GR7NJZElEZFaC1ORx3bK6501ipuBNEpPNBGTadgVvPfRhHnZUGO4wBrZrrDcRaT5qNpVa0ykliRnYPkom78beTkaZS/hYrOEOY6BPj40UkeaSyWTwwuDNjLGxsWQyJC1JwZskZvvGQcbbdgVvqXFnLgMAjHem6N+mmjcRaS5jY2NT/7IaDA9X+hQ2kdIUvElitm7oZ2BOeAqmfZyuzCjz6AdgvMPYvPapJLMnIlKx0dHRKU9UcAVvEjMFb5KYJ9duYufc8BTck6cZH50zUfM22pliy9rNSWZPRKRiY2NjU56o4GYK3iRWCt4kMdue2JYXvG1haKiHeVHwNtIJOzaqt6mINJexsbEp97w5xtDQUDIZkpak4E0S4e6MbDN25AVvw3nB21C3MzoyR8OFiEhTGR0dnfos05SaTSVeCt4kEdvWD+LZTnbMDUu5sOZtAfuwHoD1C1JAii1P9CeYSxGRyuzcuRO3yeO8BSh4k3gpeJNEPHHvVgD65uwK3kZG5rF/8AQAm7s7GW2DDY9sL7kOEZFGs2XLFih4woJbioGBgYRyJK1IwZsk4v47nySTgu1d7QAsZjPZbDt7jz49kWZzbxv33/RYUlkUEanYli1byFrBn1aDTZs2JZMhaUkK3qTuBraPsu2REdbt0TYxbe/MRjIjbbSNOnv4FgA29abp2ww7t6q5QUSaw6bNm+nvmDtpWmDG+vUbCIIgoVxJq1HwJnW35s/rwFM8sWdYkB3gj5MaaKcjO8Lo2BwOJKxt27hHmP6e6zXem4g0vtHRUfp37mRHx4JJ0x0YGxtl+3bdBiLxUPAmdTW4Y5TVf3gcgPWLw5t6/4a7GRxYyB6ZpxkZns9zWQ3Afft2Mp6GO69Zy3C/Hi0jIo1t/fqww1VfQfA2luqcNF9kthS8Sd24O3/8wb0EY0Z/5wgP79MLwBHcxcDgIvb2LWzvW8IK/kLaM4x0tPHI3k42Y/zph/fj7tNvQEQkQffccw8AO9p7ADjE7wdgU/s+ANx7773JZExajoI3qQt356afP8wTd4XNBmuWbsHN2MO38GzuYGBgEQt6FzOwfSHdmZGJ2rebDk8RGDyy+mlu/e3jCX4DEZHSMpkM9957L+OpNINt3QAcwyoAtrYtZDTdzgMPPKBepxILBW9ScyMD41z5v3dxx++fBGA0u4Y/Pu/ZAPwtv2F0cD4jO7o58IV/R+f4EH19+/B6fox5wFOLF3LbgdsAWPWrx7jukns1cK+INJxVq1YxNDREf1f3xLTnRcEbQN+ceQRBwHXXXZdA7qTVKHiTmhkdznDb7x/jwnOu57HbwnHdbPguvvOq5xCkUuznT/JSfseGjYeweHQjS553EvMzO3hq3XKW8TincCUAv1txMLcfsJ3A4J4bNvKDs//Eg6s2ks2q55aIJG/Dhg1ce+21AFjHXgB0+Cj7sIG9fCMAbW3h9FtvvZW77747mYxKy2ibOYlI+YZ2jvHYPZu567ZH2Hr/GJZJA4YHw6xd+Cg/+7vnM9TVxRwf5r18AR9pZ9PGg3h2+n66F/Ry6NxBbth5IFu37seb9/ge64P9uTv1HH7zgoNY84ytvPjeFAducX5/4b3c8P07OfjoxRx8wjPY55k9pNK6FhGR+nrggQe4/PLLGR8fpy0TcNeBhwNwFLeS3nEgz+x5mM3sw90HHsIp6+9hrLuNn/3sZ2zatIkTTjiBrq6uhL+BNKOygjcz6wQ+AZwGLATuBD7i7teUsexS4AvAKYQ1fX8EznR3jb7axEaHxunbMsSTT21i/VNb2LKun6ENWVI7dzUZuKXZtCDLukXbuO3wJWzueREAvd7HmZzH/sETrHnwZNJDoxzxolcBcOCJb2H11X/kwQdewJFHXsm/z/kkF/s/8kc7hbX77MH394HFO0d45nrnwC3tbFu9g7v/upq0j7JoXoa99+tm8SGL2ePw/Vm4dAEd3bo+EZVhEq+xsTEeeOABbr/9dh57LDwNUlkn3fNc7uvtAOAUrmTpg2/ib4/9OTdzAvf3tPGKPY6hbdtqMl3GDTfcwG233cbRRx/N8uXL2XfffUmldAEq5bFyevCZ2Y+A1wNfBB4GzgCOAU50979Ms9w84HZgPvB5IAOcSTjszZHuXtWgN2bW19PT09PX11fN4hIJsgHDw2MMDg3TPzhI/+AgA4NDDA4NMzw0ysjwGCOD44wOZBkdzJIddBg00sNdpLO7rhbH0zDQlWL7vBR989L0z4et8wMeXdzNcPuu4CntGU7kGt7ApczLDnL/fSew7el9edHozaz85G9Jt7Xj7lxzzuu4MX0EbV1jLD/8z/T0buYhDuWHnM6DtnzK9+gZybLXzoBF/VkWDAR0jwTMG3HmjgT0DvSzYGSQeTbOvK4Uc+almbOgg+6eLroWzaVr4Vw6e+fR1dNNZ88cOhfMIdXdhakQbTi9vb3s2LFjh7v3VrpsI5VhKr+aRxAEDA4O0tfXx9NPP82WLVtYt24dTz31FNlseO+tA2Pt89mw37H87oBwiJDn+u28f+gCjrzv66w+6AN8rfet3GrPB+BVa/t55uN/ZTzon/QYrfb2dvbdd1+WLFnCwoUL6e3tpbe3l/nz59PV1aXArsnNpvwqZsbgzcyOA/5KeKX5xWhaF7AGWO/uL55m2Q8B5wHPc/fV0bTDo2U/5e4fqyrTFRR+tz1wNxu3Po0Hu76nu+PuBNG0wCHwANyj//uUdLnd5A7uAZ5L5+B43nTDo4TujgMe+K5pge1aZzYgCMJtexCmC4KAIIjmB+BZJ3AP1xGlIfpM9NkCSGUteqXC9yCFeYpUkAJP47ThqTYCi95TbZBqJ0iDpyCbNoI0BKnwPZuGTHvAWLsz1u6MdsBYuzHaBiPtMNRh7GxvY0d7ByPp9mmPwd6+gRdwAydyLXsGW9iyZRlrH38umYE2XjD6V1Z86BLm77V0Iv3OLZu58XNv57aOZ5Np62TRonUccMDdzF+wlXXsx028iHs5gkc5iKxNv+2cdJBlTpChO5uhO5ulO5OlI+u0ZaEtcNqyTnsW0lmnPRvQngloyzjtmSzpjJMOAlJZJ5XJkg6cdCYgHQSk3WkLnJQHtLnT5gFtQLsHpIF2c1JmpHFSKUgDaQtfqRSkzDAgnTJSZqRSFk1PkUoZ6ehl6RRpM9JthqXStKVSpNOQSreRakuRshRtBtZmpDBIpzADLIWZgQFGGJQamBFOT6UBsJSFf0jMCJ/skwqnmWEpmwhmLWV564uWwcJtRelT+fMtmhdNMzMKdRx4AOnumZuOqi38Gq0MU/AWv2w2O/HKZDIlP2cyGbKjo4yOjDCwc4DB/kGGBocYHhxiZHiIsZFhxkZHGcqMMQyMpFNk0mnG022MtnUw0h6+Rtvb6Z8zh+E5C9g0t5f+to6JvBzq9/FB/ySHrn4vB7/j7Tx08bd5+Ihv8vnUf3CfHTGRrnd8jKX9O+ge2EH72BDzRkfozIzRmRmnIzNOZ2actmyWtAeEP6807e0ddHV1M2fOXLrndNHV3UVXZwednR10dHTQ3t4+8Uqn06RSKdLp9KT/F5uW+7+ZlXzNNF+ml0Tw9lng/cAidx/Im/6fwCeBpe6+ocSyq4CMu7+wYPpVwIHufnhVma6g8Hvfd7/K2kULCa+PDM87x5wo0Mp9zjsBw+n56QvSRstHsybSTyxru9Lnz8ttZ9c8wzECM5zUxP8DUtG03PwUDpOmB6TwKG3uc/68cH79rtbMsyxmC/uwgX15ioN5kEN4gAVjA/T378n2bfvy9Jb9SfePccD44xxx6DKWn/Fp2vN6Z+WMDg1xxyWf4dGH1vB4xzMYbZ9HZ1c/ixauZ978rcybt430nGGeSB3IBpaygX3ZwFK2sYg+FrKTHrK2ezaZmk/tyGFTzkLIO8sn5nnJ9LvOfitIM3nbpc76qelzn9+7+k+c+cGPFP0u+WYRvDVUGVZJ+fXZz53Dnc8ML2zyy4xcUZU/LVx5rqQrdsQocsRy5Z4XTTexXpzcRkuu13L/RGVtkW365MUmbWNyWTx5G4XzdpV5hufKRktNTN9VZlpURkZlqaWiZSaXoVnSZKyNcdoZt3YyZV4U5lviT3EKv2Xl+HXsd99becYLz2DecUsYXLWRR2/6LuuWf58/ta/kj5zCE7asonWnPUObZ2gjevcMbWRJeZYU4cWjTXqf2AvR/4OJabk0FtY8TOzh/KNpAL5rWv5vN/cbn/R7jtJOlBueW4+Rf4RtyrrC6eH6JjY/Iysz3a70xROb70oxWYn0Rabtv3k75733nBnzEHfwVs5ft6OA+/MLvcgqwu9yJDCl4DOzFPAc4FtF1rkKeJmZzXH3oSLL9s2Qp56Zsx1au9dcbpnzN+Um362lc4UD47SToYNRuhmiixG6GaabYboYppshun2Y+cEAc7MDzM0MMS87zNyRYbKjHYyPdjI+3EFmuIP1O5/NlpEscxhmcVfAigOy7P+GN7PosGOnvVrrnDOHFf/03xybzbJ+za1suO1q1j2xja2PtvM0z+Cp9LPIWBupriy93WPs3fUEx7Y/SFvbGG1tY6Taxhlrb2OovZPRdAdjqU5G0+2MpLoYTXUybF1RId3GOB1kaGOMjrDwnnhvZ4xOsqQISJMlTUAqek+TLfx/FQV+LRQL2Os2vHEVF+DDTCkC4lbXMizO8mvHvA6uWfSCcpNLjbX7KPMYYD797MkWlrCeJcF6Dhp+lD12zmXpjuewdMF3WPja5XQuCw/z3OP24dC93sPiP5/Iop1X8sKF32DTAufx7gNZa89gC3uzlT3YziKGmFv095u1NrLWxmi9v7DM6OS2mxLZbjnB2xKg2MMlc4XdviWWWwR0UqRQjKZZtO5HyshD1Q7Z+STt6ZEiVwShydNz8wqvLXelmTzPJ/4qFl5RgBdPn/u/5287vF4MXwGWf6UUpUt5OD2cFr5SOBZEV1i5z+6kJqYFpBxwpy3I0OZZ2oIsbR6QDsZJB1naslksyJLOZrGw5ZggMIIg+tpu4EaKsGkubSnS3kF7WwednZ20d+1JV9c8OufOo3ePvdhj8VK6ehbTued+tM9bVPVxy0ml0+z33BXs99wVHJu/d90ZHRpkpL+fseF+hrduYqj/aUYHdjK0s5/B/p0MjwwzPDrKWGac8UyGIMiSDTIEPo57P4E5TvhFJ670Ux4dnPAccXPS5lFzoec1OXqYNnfwI4GFD6EOLKz1zEbNjZ5KTdTIYtFuJfo/BqldtbCYh/9PRdetEzWwBf8nNZHvXA2DTwqIS9SUFK2dydu3uXwWmzdlet5ZPfEjyq+BLlz31PV2d9Q8tGzaMqx7eJQjxu6Z+FxxTeg0taNTa1qtSPuC5dWmTl3vlJpcLzKtYL1F8ztluYJt5JXPYGG7QlRuhmVfXvuDT66BSvmusjQVlaEUlKVGQFuQIR1kSAdZ0p4l7Znosgw6LEVPkGIOXcxNL2DxvF4Wzt+beT3Po2f+/qTndtC2sIvU/I7wdoMCnct62GfZC9k7eAHZ7SNkto+SGRhiZMej7NjxBJv6H6JvdBtDmZ0M2HjUZNvGuBnZVJrAUmRTabKpsBk3a21krI1srrZxoszJa5HJ1S7m1TYGlopadmxiWrhXd/1mJ/5vuaMw6a/grrIrf1ree65cy613yrzckSzY9q7jS5HpxeXXF5dK7yVXUyJ9yW0VT7/XYH+pDdRUOcFbNxQN+Efy5pdajmqWnalaMbqyLevq9fP/t6rb6qTBmRldc+fRNXcesASecWjSWZLGVdcyLM7y65wPfJKZG2SkWVjKaNujm7Y9uoFe5rEvewIHJZ0xaTrl3BA1THj1Wagrb36p5ahyWRGRuKgME5GWUk7wtoGwaaBQbtr6EsttI7xiLbWsU7w5QkQkTirDRKSllBO83QEcHo13lG9F9H5nsYXcPQDuJhxLqdAK4KFinRVERGJ2ByrDRKSFlBO8XQa0A+/MTYhGK387cKO7r4+mHRCNf1S47PPN7Ki8ZQ8DTgJ+Osu8i4iUQ2WYiLSUcp+w8BPgtYSPiHkEeBtwLPASd78xSnMd4WjllrfcfGA1MBc4n3B08g8Qdc93961VZVqDXIrsdmb5hIWGKcNUfonsfpIY5w3gdODc6H0hcBfwylyhV4q795vZSsIC86OENX3XAu+vNnATEamCyjARaRll1bw1Gl25iux+4r5yTYrKL5HdT9zll550KyIiItJEFLyJiIiINJFmbTYNAOvpKfsRgSLS5Hbs2AHg7t7UF50qv0R2P3GXX80avGUIaw13lpE8V0LuqF2OpID2eX3tLvt7ARC4e7kdrRpSheUX7D7Ht1Fof9fX7rK/Yy2/mjJ4q0T0HMEZnzco8dE+ry/t79am41tf2t/1pf1dnaZufhARERHZ3Sh4ExEREWkiCt5EREREmoiCNxEREZEmouBNREREpIkoeBMRERFpIgreRERERJpIy4/zJiIiItJKVPMmIiIi0kQUvImIiIg0EQVvIiIiIk1EwZuIiIhIE1HwJiIiItJEmj54M7Njzew3ZrbdzAbM7E4zO6OM5Zab2e+iZbaZ2ffMbM86ZLmpVbq/zSxlZm83s1+Z2ZNmNmhma8zsbDPrrGPWm1K153fe8mkzu8vM3MzeX7ucSjVUftWXyq/6UvlVO21JZ2A2zOwVwC+A64CPAuPAocD+Myy3H3A90AecDcwDPgg828xWuPt47XLdvKrc33OAC4GbgW8Am4EXAOcCJwEvrV2Om1u153eBfwaeGXvmZNZUftWXyq/6UvlVY+7elC+gB9gEfKmKZb8GDABL86a9FHDgHUl/t0Z8Vbu/gQ7ghUWmfyza3yuT/m6N+JrN+Z23jkXA1rx9/f6kv5desz++Kr/qt79VftV3fxesQ+XXNK9mbjZ9M9BLeGAxs/lmZmUu+3rgl+7+VG6Cu/8BeBB4Y8z5bBVV7W93H3P3m4rMujx6Xx5bDlvLbM7vnHOBR4Hvx5s1iYHKr/pS+VVfKr9qrJmDt5cC9wOvNLMngZ3ANjM7z8zSpRYys6XAXsCtRWavAo6qRWZbQFX7exr7RO9Px5XBFjOr/W1mzwbeDXyA8KpVGovKr/pS+VVfKr9qrJmDt4MJ284vil6vJ7wa+jBw/jTLLYneNxSZtwHYq8ofc6urdn+X8iFgB3B1PNlrObPd318GrnD3P9cofzI7Kr/qS+VXfan8qrWk221n0R7+CGFE/uGC6T8BxoA9Syz3omi5vy8y7xPRvHlJf79Ge1W7v0us6+xoXf+U9Pdq1Nds9jfwBmAUeGb0eRm6Z6ShXiq/mmN/l1iXyq8a7m+VX+W9mrnmbTh6/1HB9B8A7cBxMyxXrJt3V0Ea2aXa/T2Jmf0D8P+Ab7r7t+LLXsupan+bWRfwP4Q3Cj9au+zJLKn8qi+VX/Wl8qvGmjl4yzUbbCqYnvu8cIbllhSZtwTY7O7ZWeatFVW7vyeY2cuAi4FfAe+NL2stqdr9/R5gD+AHZrbMzJYB+0XzFkXT2mPNqVRD5Vd9qfyqL5VfNdbMwdtt0fvSgum5A72l2EIe9tDaAhxTZPZxwB1xZK4FVbW/c8xsBeE9D7cAb9IfmBlVu78PIBz36w7gseiVu2/ko9Hng2LLpVRL5Vd9qfyqL5VfNdbMwdtPo/d/zE2IuiK/ExgkHFQRMzvIzAoP9s+A10Q9t3LLnkw4gOBPkWKq3t9mthz4DfA48Gp3V7POzKrd398BXlfwenc078Lo87qa5lzKofKrvlR+1ZfKrxqz6IbApmRm3wNOIzzgtwOvil4fcvfPRWkeB3D3ZXnL7Q+sBrYBXyGM9M8CngCOc/exun2JJlLN/jaz+cA9hFdgZwNPFaz2Lne/qw7ZbzrVnt9F1rOM8Ir1THf/Yi3zLOVT+VVfKr/qS+VXjSXdY2I2L8LRr88lLLTGCMeVeXdBmseBx4ss+zfAVYRXAdsJBwJcnPR3auRXNfubXT2FSr0+nvT3atTXbM7vgjS5Y/D+pL+TXvEcX5Vf9dnfKr/qu79LrEflV5FXU9e8iYiIiOxumvmeNxEREZHdjoI3ERERkSai4E1ERESkiSh4ExEREWkiCt5EREREmoiCNxEREZEmouBNREREpIkoeBMRERFpIgreREREYmRm3Wb2r2b2ZzPbYmajZvaYmX0zetyTyKzoCQvSkMysG3gXcCpwOLAAWA9cDXza3R9PLnciIsWZ2dGED2Y/EPgFcBMwDBwDnA70A6e4+y2JZVKanoI3aTgq/ESkGZnZkcC1hGXU37n76oL5Lwd+BzwELHf3bN0zKS1BwZs0FBV+ItKMzGwOcAewH3Ccu68pke7XwKuAE939+vrlUFqJ7nmThhEVfj8BOoFXFgZuAO5+FfAb4BDg+PrmUESkpH8iLJe+UCpwi+TKteW1z5K0KgVv0khU+IlIs3o3kAW+PkO6oei9rbbZkVam4E0aiQo/EWk6ZrYvYceqW9x93QzJD47en6xtrqSVKXiThqDCT0Sa2IHR+yPTJTKzFHAKkCHsiCVSFQVv0ihU+IlIs5szw/w3EHZouMLdn65DfqRFKXiTRqPCT0SazQNAADzHzKxYAjNbDHyRcNij/4ymtZvZsJkdl5euzczuM7PX1z7b0qwUvEmjqKrwi6Z/yMzuzC1nZqeY2SYze07tsy0iuzt33wb8GjgIeE/hfDPbH7gK2Bv4R3d/OFpuHLidcAzLnPcCW9z9Z7XOtzQvjfMmDcPMfgG8Bnifu19QMG9/wgF7nwu81d1/lDevizD4+w/CZtdfA69z9xvrlXcR2b2Z2VLgBmAZ8HPgesIL0qOBfwBGgHe6+88LljsfWOju7zCzRcCDwMvd/bY6Zl+ajII3aRjVFn7RsqcD/w10EV7Z/rZO2RYRASAKvj4IvBZ4BmF5BPA94EPuvrnIMqcCH3P3Z5vZl4EF7n5GfXIszUrBmzSUagq/aLlnE45u/nV3f1/tcyoiMj0zexawCngYeL67jxRJsz/wGHAc8EfgWe6+vq4Zlaaj4E0aWpmF3zLCWrrLgbcAB7n7jnrmU0SkGDM7DbgYuNDd/7FEmvWELQsXufsn6pk/aU4K3qThTVf4mdlehE2tX3L3C8zsGuCv7n52AlkVEamYmf0cOBY4zN2HZkovouBNmpaZLQD+BPzS3f8rmraCsOnhUHd/Ksn8iYjMJOolfwvwRXe/JOn8SHNQ8CYiIpIQM/t34HXAi1x/kKVMejakiIhInZnZMcA1hEODvEGBm1RCNW8iIiIiTURPWBARERFpIgreRERERJqIgjcRERGRJqLgTURERKSJKHgTERERaSIK3kRERESaiII3ERERkSai4E1ERESkifx/ohzmNtv5qI8AAAAASUVORK5CYII=\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "freqs = 6 + np.fft.rfftfreq(n_turns)\n", "fig, ax = plt.subplots(1, 2, figsize=(10, 5))\n", "for x, y in zip(x_rec.T[:20], y_rec.T[:20]):\n", " ax[0].plot(freqs, np.abs(np.fft.rfft(x)))\n", " ax[1].plot(freqs, np.abs(np.fft.rfft(y)))\n", "ax[0].set_title('horizontal incoherent spectrum $x$')\n", "ax[0].set_xlabel('$Q_x$')\n", "ax[1].set_title('vertical incoherent spectrum $y$')\n", "ax[1].set_xlabel('$Q_y$');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The entire one turn map of the machine currently holds the `RFSystems` and the `TransverseMapSegment` for both longitudinal and transverse tracking. We can therefore run the full 6D tracking including the synchrotron motion by simply calling `machine.track(bunch)`:" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "tags": [] }, "outputs": [], "source": [ "n_turns = 8192\n", "\n", "z_rec = np.empty((n_turns, bunch.macroparticlenumber), dtype=np.float64)\n", "\n", "for i in range(n_turns):\n", " z_rec[i, :] = bunch.z\n", " machine.track(bunch)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now the incoherent longitudinal spectrum will show the tune depression with synchrotron amplitude due to the radio-frequency bucket non-linearities (remember we chose `longitudinal_focusing='non-linear'`, one could also choose `'linear'`)." ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "freqs = np.fft.rfftfreq(n_turns)\n", "for z in z_rec.T[:50]:\n", " plt.plot(freqs, np.abs(np.fft.rfft(z)))\n", "plt.xlim(0, 0.005);\n", "plt.title('longitudinal incoherent spectrum $z$')\n", "plt.axvline(rfbucket.Q_s, color='red', ls='--')\n", "plt.text(rfbucket.Q_s, plt.ylim()[1]*0.8, ' linear Q_s0')\n", "plt.xlabel('$Q_s$');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To add up to $n$th order chromaticity in the transverse plane, one can provide an $n$ entry vector as a keyword argument to the machine at `init` time:" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Synchrotron init. From kwargs: n_segments = 1\n", "Synchrotron init. From kwargs: gamma = 2.4921044947044524\n", "Synchrotron init. From kwargs: machine_configuration = 'LHCbeam_h7'\n", "Synchrotron init. From kwargs: Q_x = 6.23\n", "Synchrotron init. From kwargs: Q_y = 6.24\n", "Synchrotron init. From kwargs: Qp_x = [-5.1709000000000005]\n", "Synchrotron init. From kwargs: Qp_y = [-6.988800000000001]\n" ] } ], "source": [ "Qp_x = [-0.83 * Q_x] # linear horizontal chromaticity, in tune units\n", "Qp_y = [-1.12 * Q_y] # linear vertical chromaticity, in tune units\n", "\n", "machine = PS(n_segments=1, gamma=gamma, machine_configuration='LHCbeam_h7', \n", " longitudinal_focusing='non-linear', Q_x=Q_x, Q_y=Q_y, \n", " # chromaticity enters here:\n", " Qp_x=Qp_x, Qp_y=Qp_y)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Generate another fresh bunch distribution:" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "*** Maximum RMS bunch length 14.14653369562552m.\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "/srv/conda/envs/notebook/lib/python3.7/site-packages/scipy/integrate/quadpack.py:880: IntegrationWarning: The integral is probably divergent, or slowly convergent.\n", " **opt)\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "... distance to target bunch length: -1.2573e+01\n", "... distance to target bunch length: 1.0562e+00\n", "... distance to target bunch length: 9.8532e-01\n", "... distance to target bunch length: -5.6875e-01\n", "... distance to target bunch length: 4.1787e-01\n", "... distance to target bunch length: 1.1448e-01\n", "... distance to target bunch length: -8.8436e-03\n", "... distance to target bunch length: 5.5485e-04\n", "... distance to target bunch length: 2.5097e-06\n", "... distance to target bunch length: -1.3242e-05\n", "--> Bunch length: 12.700169347586202\n", "--> Emittance: 1.2136287215403192\n" ] } ], "source": [ "# as before for the RF setup below transition energy:\n", "machine.longitudinal_map.pop_kick(1)\n", "machine.longitudinal_map.phi_offsets[0] += np.pi\n", "\n", "bunch = machine.generate_6D_Gaussian_bunch_matched(\n", " n_macroparticles=n_macroparticles, intensity=intensity, \n", " epsn_x=epsn_x, epsn_y=epsn_y, sigma_z=sigma_z)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Repeating the 6D tracking exercise, ..." ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "tags": [] }, "outputs": [], "source": [ "n_turns = 512\n", "\n", "x_rec = np.empty((n_turns, bunch.macroparticlenumber), dtype=np.float64)\n", "y_rec = np.empty((n_turns, bunch.macroparticlenumber), dtype=np.float64)\n", "\n", "for i in range(n_turns):\n", " x_rec[i, :] = bunch.x\n", " y_rec[i, :] = bunch.y\n", " machine.track(bunch)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "... we now find the transverse tune spread around shifted tune values due to the linear chromaticity we plugged in:" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "collapsed": false, "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "freqs = 6 + np.fft.rfftfreq(n_turns)\n", "fig, ax = plt.subplots(1, 2, figsize=(10, 5))\n", "for x, y in zip(x_rec.T[:50], y_rec.T[:50]):\n", " ax[0].plot(freqs, np.abs(np.fft.rfft(x)))\n", " ax[1].plot(freqs, np.abs(np.fft.rfft(y)))\n", "ax[0].set_title('horizontal incoherent spectrum $x$')\n", "ax[0].set_xlabel('$Q_x$')\n", "ax[0].set_xlim(6.19, 6.27)\n", "ax[1].set_title('vertical incoherent spectrum $y$')\n", "ax[1].set_xlabel('$Q_y$')\n", "ax[1].set_xlim(6.2, 6.28);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "So far so good, you now know how to set up a basic tracking simulation. You may want to go ahead and have a look at further code examples in the playgrounds repository https://github.com/PyCOMPLETE/PyHEADTAIL-playground. There you'll find out how to tune up your PyHEADTAIL simulation with e.g.\n", "\n", "- wakefield kicks for impedance-driven instability studies\n", "- frozen / self-consistent space charge models for longitudinal, transverse or 3D studies\n", "- apertures for loss studies\n", "- multi-harmonic synchrotron motion for RF gymnastics (e.g. PS triple splitting)\n", "- different longitudinal distributions\n", "- synchrotron radiation\n", "- transverse feedback\n", "- an introduction to PyHEADTAIL on the GPU\n", "- ...\n", "\n", "to name just a few. And... never hesitate to have a look inside the source code of the modules. :-)\n", "\n", "Best of success for your studies!" ] } ], "metadata": { "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": "3.7.12" } }, "nbformat": 4, "nbformat_minor": 4 }