From 93bcbcf3d40b50e61c16fd895f584a574da20e79 Mon Sep 17 00:00:00 2001
From: Gamelin Alexis <alexis.gamelin@synchrotron-soleil.fr>
Date: Wed, 2 Nov 2022 13:51:36 +0100
Subject: [PATCH] Add mbtrack2 vs elegant benchmark of TBL

---
 .../benchmark_ele_save/cleanUp                |   4 +
 .../benchmark_ele_save/makeBeam.ele           |  21 +
 .../benchmark_ele_save/makeBunch.ele          |  27 ++
 .../benchmark_ele_save/runScript              |  23 +
 .../benchmark_ele_save/test.lte               |  33 ++
 .../benchmark_ele_save/track.ele              |  21 +
 .../benchmark_ele_save/twiss.ele              |  18 +
 .../benchmark_elegant_mp1e6.ipynb             | 423 ++++++++++++++++++
 .../benchmark_mbtrack2_elegant.jpg            | Bin 0 -> 225992 bytes
 .../elegant_benchmark_mp1e6.py                | 111 +++++
 10 files changed, 681 insertions(+)
 create mode 100644 Simulation Files/elegant/mbtrack2_benchmark_transiant_beam_loading/benchmark_ele_save/cleanUp
 create mode 100644 Simulation Files/elegant/mbtrack2_benchmark_transiant_beam_loading/benchmark_ele_save/makeBeam.ele
 create mode 100644 Simulation Files/elegant/mbtrack2_benchmark_transiant_beam_loading/benchmark_ele_save/makeBunch.ele
 create mode 100644 Simulation Files/elegant/mbtrack2_benchmark_transiant_beam_loading/benchmark_ele_save/runScript
 create mode 100644 Simulation Files/elegant/mbtrack2_benchmark_transiant_beam_loading/benchmark_ele_save/test.lte
 create mode 100644 Simulation Files/elegant/mbtrack2_benchmark_transiant_beam_loading/benchmark_ele_save/track.ele
 create mode 100644 Simulation Files/elegant/mbtrack2_benchmark_transiant_beam_loading/benchmark_ele_save/twiss.ele
 create mode 100644 Simulation Files/mbtrack2/Elegant_benchmark_transiant_beam_loading/benchmark_elegant_mp1e6.ipynb
 create mode 100644 Simulation Files/mbtrack2/Elegant_benchmark_transiant_beam_loading/benchmark_mbtrack2_elegant.jpg
 create mode 100644 Simulation Files/mbtrack2/Elegant_benchmark_transiant_beam_loading/elegant_benchmark_mp1e6.py

diff --git a/Simulation Files/elegant/mbtrack2_benchmark_transiant_beam_loading/benchmark_ele_save/cleanUp b/Simulation Files/elegant/mbtrack2_benchmark_transiant_beam_loading/benchmark_ele_save/cleanUp
new file mode 100644
index 0000000..2a2aa95
--- /dev/null
+++ b/Simulation Files/elegant/mbtrack2_benchmark_transiant_beam_loading/benchmark_ele_save/cleanUp	
@@ -0,0 +1,4 @@
+#!/bin/bash
+
+\rm track.w* twiss.param* *.twi* track.h* *.rec bunch beam track_h.w* track_h.h*
+
diff --git a/Simulation Files/elegant/mbtrack2_benchmark_transiant_beam_loading/benchmark_ele_save/makeBeam.ele b/Simulation Files/elegant/mbtrack2_benchmark_transiant_beam_loading/benchmark_ele_save/makeBeam.ele
new file mode 100644
index 0000000..ea22d2f
--- /dev/null
+++ b/Simulation Files/elegant/mbtrack2_benchmark_transiant_beam_loading/benchmark_ele_save/makeBeam.ele	
@@ -0,0 +1,21 @@
+&run_setup
+    lattice = "test.lte",
+    p_central_mev = 2.75e3,
+    use_beamline="no_line"
+    output = beam
+&end
+
+
+&run_control
+&end
+
+&sdds_beam
+        input = bunch,
+        track_pages_separately = 0,
+        use_bunched_mode = 1
+        n_duplicates = 405,
+        duplicate_stagger[4] = 2.842361460761627e-09,
+&end
+
+&track &end
+
diff --git a/Simulation Files/elegant/mbtrack2_benchmark_transiant_beam_loading/benchmark_ele_save/makeBunch.ele b/Simulation Files/elegant/mbtrack2_benchmark_transiant_beam_loading/benchmark_ele_save/makeBunch.ele
new file mode 100644
index 0000000..153e504
--- /dev/null
+++ b/Simulation Files/elegant/mbtrack2_benchmark_transiant_beam_loading/benchmark_ele_save/makeBunch.ele	
@@ -0,0 +1,27 @@
+&run_setup
+    lattice = "test.lte",
+    p_central_mev = 2.75e3,
+    use_beamline="no_line"
+    output = bunch
+&end
+
+&twiss_output
+        matched = 1
+&end
+
+&run_control
+&end
+
+&bunched_beam
+        n_particles_per_bunch = 10000,
+        emit_x = 8.252315e-11,
+        beta_x = 1.0,
+        beta_y = 1.0,
+        sigma_dp = 8.823319e-04,
+        sigma_s = 2.7e-3,
+        distribution_type[0] = 3*"gaussian",
+        distribution_cutoff[0] = 3*3
+&end
+
+&track &end
+
diff --git a/Simulation Files/elegant/mbtrack2_benchmark_transiant_beam_loading/benchmark_ele_save/runScript b/Simulation Files/elegant/mbtrack2_benchmark_transiant_beam_loading/benchmark_ele_save/runScript
new file mode 100644
index 0000000..267c089
--- /dev/null
+++ b/Simulation Files/elegant/mbtrack2_benchmark_transiant_beam_loading/benchmark_ele_save/runScript	
@@ -0,0 +1,23 @@
+#!/bin/bash
+ 
+# Transient beam loading benchmark with mbtrack2
+ 
+elegant twiss.ele
+ 
+elegant makeBunch.ele
+
+elegant makeBeam.ele
+ 
+# Track w/ RFmode
+time mpirun -n 80 Pelegant track.ele
+
+# Plotting of bunch length and energy spread
+sddsplot -layout=1,2 -join=x -col=Pass,Sdelta -col=Pass,St track.w1 -sep=1
+# Plot phase space
+sddsplot -col=dt,p -graph=dot -split=page -sep=page -same track.w2 -title=@Pass
+# Plot energy (delta) and time (dCt) centroid
+sddsplot -layout=1,2 -join=x -col=Pass,Cdelta -col=Pass,dCt track.w1 -sep=1
+# Plot longitudinal histogram
+sddsplot -column=dt,dtFrequency track.h1
+# plot passive cavity voltage
+sddsplot -col=Pass,V track.rec
diff --git a/Simulation Files/elegant/mbtrack2_benchmark_transiant_beam_loading/benchmark_ele_save/test.lte b/Simulation Files/elegant/mbtrack2_benchmark_transiant_beam_loading/benchmark_ele_save/test.lte
new file mode 100644
index 0000000..382cfb0
--- /dev/null
+++ b/Simulation Files/elegant/mbtrack2_benchmark_transiant_beam_loading/benchmark_ele_save/test.lte	
@@ -0,0 +1,33 @@
+rf: rfca, VOLT=1.8e6, PHASE=166.55978566105205, FREQ=351820131.44377375, FIDUCIAL="light"
+rf_h: rfmode, Q=1e8,Rs=90e8,freq=1407420550.0705662,bin_size=1e-12,&
+        n_bins=2000,ramp_passes=0,record="%s.rec",sample_interval=10, PRELOAD=1, PRELOAD_CHARGE=5.912111838384184e-07, BUNCHED_BEAM_MODE=1
+
+ring1: ilmatrix, L=354.48130800001866, nux=0.2, nuy=0.3, BETAX=1, BETAY=1, ALPHAC=0.000105
+sr1: sreffects, JX=1.919076, JDELTA=1.080924, EXREF=8.252315e-11, SDELTAREF=8.823319e-04, DDELTAREF=-0.00015213639999999998, PREF=5380.615754828152
+c : CHARGE, TOTAL=5.912111838384184e-07
+r : RECIRC
+
+ring: line=(ring1,sr1,rf,rf_h)
+
+w1: watch,filename="%s.w1",mode="parameters",flush_interval=10, START_PID=1, END_PID=10000
+h1: histogram, filename="%s.h1", interval=1000, START_PID=1, END_PID=10000
+
+w2: watch,filename="%s.w2",mode="parameters",flush_interval=10, START_PID=1000001, END_PID=1010000
+h2: histogram, filename="%s.h2", interval=1000, START_PID=1000001, END_PID=1010000
+
+w3: watch,filename="%s.w3",mode="parameters",flush_interval=10, START_PID=2000001, END_PID=2010000
+h3: histogram, filename="%s.h3", interval=1000, START_PID=2000001, END_PID=2010000
+
+w4: watch,filename="%s.w4",mode="parameters",flush_interval=10, START_PID=3000001, END_PID=3010000
+h4: histogram, filename="%s.h4", interval=1000, START_PID=3000001, END_PID=3010000
+
+
+w5: watch,filename="%s.w5",mode="parameters",flush_interval=10, START_PID=4000001, END_PID=4010000
+h5: histogram, filename="%s.h5", interval=1000, START_PID=4000001, END_PID=4010000
+
+
+ring_h: line=(c, r, sr1,rf,rf_h,ring1,w1,w2,w3,w4,w5,h1,h2,h3,h4,h5)
+ring_no_h: line=(c, r, sr1,rf,ring1,w1,w2,h1)
+
+d0: drift,l=0
+no_line: line=(d0)
diff --git a/Simulation Files/elegant/mbtrack2_benchmark_transiant_beam_loading/benchmark_ele_save/track.ele b/Simulation Files/elegant/mbtrack2_benchmark_transiant_beam_loading/benchmark_ele_save/track.ele
new file mode 100644
index 0000000..49ac00b
--- /dev/null
+++ b/Simulation Files/elegant/mbtrack2_benchmark_transiant_beam_loading/benchmark_ele_save/track.ele	
@@ -0,0 +1,21 @@
+&run_setup
+    lattice = "test.lte",
+    p_central_mev = 2.75e3,
+    use_beamline="ring_h"
+&end
+
+&twiss_output
+        matched = 1
+&end
+
+&run_control
+        n_passes = 20000
+&end
+
+&sdds_beam
+        input = beam
+	track_pages_separately = 0,
+        use_bunched_mode = 1
+&end
+
+&track &end
diff --git a/Simulation Files/elegant/mbtrack2_benchmark_transiant_beam_loading/benchmark_ele_save/twiss.ele b/Simulation Files/elegant/mbtrack2_benchmark_transiant_beam_loading/benchmark_ele_save/twiss.ele
new file mode 100644
index 0000000..b64af40
--- /dev/null
+++ b/Simulation Files/elegant/mbtrack2_benchmark_transiant_beam_loading/benchmark_ele_save/twiss.ele	
@@ -0,0 +1,18 @@
+! Computes Twiss parameters and related values for the
+! nominal PAR lattice.
+
+&run_setup
+    lattice = "test.lte",
+    p_central_mev = 2.75e3,
+    use_beamline="ring",
+    parameters = %s.param
+&end
+
+&twiss_output filename = "%s.twi",
+        statistics=1, radiation_integrals=1,
+&end
+
+&run_control &end
+&bunched_beam &end
+&track &end
+
diff --git a/Simulation Files/mbtrack2/Elegant_benchmark_transiant_beam_loading/benchmark_elegant_mp1e6.ipynb b/Simulation Files/mbtrack2/Elegant_benchmark_transiant_beam_loading/benchmark_elegant_mp1e6.ipynb
new file mode 100644
index 0000000..494212a
--- /dev/null
+++ b/Simulation Files/mbtrack2/Elegant_benchmark_transiant_beam_loading/benchmark_elegant_mp1e6.ipynb	
@@ -0,0 +1,423 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "7d3af1c7-5d04-4492-9270-f696a013a971",
+   "metadata": {
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "from mbtrack2.tracking.monitors import *\n",
+    "import h5py as hp\n",
+    "import numpy as np\n",
+    "import matplotlib.pyplot as plt\n",
+    "from machine_data import v0356\n",
+    "ring = v0356()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "edda4b00-c0cd-40ad-a3fb-61435921eefd",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "path = \"/ccc/work/cont003/soleil/gamelina/mbtrack2/elegant_benchmark/2210645/benchmark_elegant.hdf5\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "c6f56fce-93a6-4020-827c-51af9bd96531",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "g = hp.File(path,\"r\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "c8804966-78d8-4309-9f4c-47afa8c8a391",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "OMP: Warning #181: OMP_PROC_BIND: ignored because KMP_AFFINITY has been defined\n",
+      "OMP: Warning #181: OMP_PLACES: ignored because KMP_AFFINITY has been defined\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 2 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "fig = plot_cavitydata(path, \"HHC\", \"cavity\", \"bunch\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "d2017ad1-e55c-4f78-bdfa-2d47fcf9285e",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "fig = plot_beamdata(path,\"mean\",\"tau\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "aa397c88-7d73-4c07-8cc4-fba62ff50c29",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "fig = plot_beamdata(path,\"mean\",\"tau\",\"std\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "441a2b2e-b6bb-41cc-8635-c18fac60b126",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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zYP/QQ+hOTT0YLJvTRE86x/7e8mYFv3PLXuY0xVm9oGX8nUtEIsbnXn8iiWiEf7juAfU6EqlTNZ1ozt1z7r4GWAqcRjCKedhuoxx7ubuvdfe17e3tFSlPJjdOZjCkzaCjK0VTIkprMsbOA8Pr9YvBYJJtBlA6lXV5VUV3btnL6SvmEYmUX+9/2Kwkn3z1sax7ch8/uHNwP4EDvWlufngXG7cdLPu8I9nS0c0HfngvJ156Iy/83C185abNk+q1JSKVNfm71hS4+wEz+x1wBjDbzGJhdrAU2FGrcqSzeZoSI38EDfHosMygoytY6D4Zi7JjpMygItVEA91LT1w6e0LHbNsftBf8zZkrJn3di9Yu49cbn+VzN2ziuMVtPG/JLK6440kuu/WJ4rTc5x6zgK+8ac243VO7U1l601miZjQmoiRjUbYf6OPy27bwo7uepiEW4TUnLWZPd5qv//ZxbnxoF9/4y5M5auHwLrkiUhsTvmuZ2R/d/YWTvZCZtQOZMBA0Ai8DvkDQE+kNBD2KLgaun+w1ypXO5Zk9WjVRPDJs1tKOrhTtLQ00xCPsDZe3LFWJaqKlc8vPDNZtCdsLVk28vWAoM+OLbzyRN337Tt707T/RlIjRncrysmMX8DdnreT+Zw7wpZs287r/uIMrLj6V5fObi8e6O/c+vZ/r7t3OrY/sHrEKDYJpPy46dRkfetlqFrQmAfjd5t189Kf389pv3s4nX3Ucbzp12YjdfUWkusq5ayWHbjCzs9z9DxM8fhFwlZlFCaqnfuLuvzKzh4FrzOxfgfuA75VRpikZqwF5pN5Ee7pTrGpvIRoxdh7sHHZMJaqJ2pJxZjXGy5rK+s4te5ndFOeoEWZCLceC1iTXve+FXHnHk+zpSfPqExfxwlXBGIQzVs7j5MPn8J4frOfC/7iDj73iaFbOb+HOLXu5fsN2tu7tJRmPcO4xCzlucRuzGuNkc3n6s3n60jlmNcb5s+MWFpf3LHjJ0Qv49SVn8eEfb+CTv3iQL920mROXzuaoBS0ctbCVF62ez5LZjVN6XyIyvrImqjOznwMPAQ8Cu4DvAqsmcrC7PwCcPML2LQTtBzWXyTnxUTODKJ39gxtx9/akOW1FAgcOjtDA211c5WxqtW/lTGXt7vzxib2cMcn2gqHmNif4yMuPHvG101bM5fq/PZMPXnMfn/j5gwCYwekr5vL+lx7J+c9bNKmsaEFrkh+843Ru3bybGx96lo3bO1m3ZS+pbJ6IwUuPXsDFL1zOmUfOH/M9dqeybN/fRzwarA0xUueATC5PLGIaUyEyRDn/c58E/g9wAnAKsBj4dDUKVStjdy0d3JvI3ensyxTryw/0ZXD3QTeVYpvBFDIDCHoUFZbJLLjsd09wzd1P8xenHs77XjIQf5/e18v2A3289+yRxxdU2uHzmvjF+1/Ipp1d7O1JccxhbbS3Nkz5vJGIce6xCzk3nNE1l3ee3NPNL+7bwTV3P8NfXXEXK9ubecMpSznl8DksmtWIWTC+4s4te7njib1seOYAubA3VDRiHDGviSPbW3Bgd2c/2w/0s6c7RVsyxmkr5vLy4w7jnGMXML9l6uUXmenKuWul3f1u4O5qFabWxu5aOrg3UV8mRzbvtDXGiZqRy3u4dsFAY2p3KkvEgiqmqThiXhO/3by7OEL6fx7exRd+8wgLWhv4wm8eYVV7My8/Ppjs7o7H9wLwglW1m1LCzDhucVtVrxGNGEcuaOWjrziaD557JDdsfJYr/7iVf/vN5mH7Rgyet3Q27z17Jccc1kYqm+fJPd08vrubJzp6iEWM9tYGjl3UxsK2JLu7Utz2aAf/s2k3ZnDi0tkce1grq9pbWDqnkUWzG1k8K8n8loaKZFsiM0E5weDsqpVimqSzORpGCQZDexN1hd/6W5OxYgPngd7MoGDQ1R/MWDrVKog1y2aTzuZ5aMdBTlo6my/dtJkV85u54ZKzeO03b+d///fDvPiodpLxKLdu3s2iWUlWtTePf+IZqiEW5cKTl3DhyUvY253igW0H2dOdwj3oFrvm8Nm0JcubgM/deWhHJ7ds2s0dT+zhpod3sa/nmUH7xKPGwrZkuD51jJaGGHObEyxoa2BBa5JMLs+B3gypbA4zY9ncIBM5+rBW5jYnKvkRiFTdhIOBu3eNv9fMMtp0FBD2JirJDDr7gjaCtmS8GEAO9mVYVnJMTyo75fYCgFOOmAPA+q372XGgn0ee7eJrb1pDMh7lX15zPG/57jq+/6etvOnUw/n95g7e9oIj6qYOfF5LAy89ZsGUz2NmnLBkFicsmcUlL1sNBGMqth/oY+eBfnYc7GPHgX6ePdhHZ3+W7lSWnQf7eXDHQfZ0p4vVUREL2peyeS+unAdB20tbMkZDLBiXsnROI8vnN3PkghZWtbcUqxujESMZj9KciA5aN1uk1qZlnMGhIpNz4tGRb6KNQ6ajKDQmtzXGi9VAB/sGNyJ3p7JTbi8AWNCW5JjDWrn2nm2kc3mOWtjCa05aDMCLjpzPS49u5xu/fZyHd3SSzuV53ckjDtqWMs1uSjC7KcHxi2eNuV8u7+zvTROPRmhtiBGJGO7Os539PL67m83PdvFERw+96SypTJ79vWnu3rqf6+/fwVizjCTjEVqTwd9XLGJEIsEcWSvCIHL43CYWzUoytzkRljWubrhSMXUbDHJ5J5d3EtGR6/eT8SiZnJPN5YlFI3T2BdVEbclYcaDagd7hwWCkhW0m461nHMEnfxH02LnqHacRLam7/udXH8eF/34Hv9iwg9efvIQTlox985LKikZsWKOzmbFoViOLZjVy1uqRR8j3pXM8uaeHJzq66U0Hf0/ZvNOXztGTytGTztLVn6UvnSXnkMvn6U7luOep/fzy/pHHYs5pirOyvYVV7c0sndNE3p1UNk9/Jlds82qMx2hKRGlMRGmMR4uPmxIxmhNRWpNxWpIxZjfGgzYxtZPUpboNBoWUfqxqIoD+bJ6WaGTEzKA7NTgYdPVnaa1AZgDwl6cdTiIWob21gbOPGnxzWdnewo0ffjEPbe/k7KMrMzWHVF9jIspxi9sm1fjem86G1Vb97OtNc6A3zf6eDM929rOlo5vfPrKbPd3BzO+xMKMoXaSpN51lotNOzWtOsHh2I4tnJ1kyu4nFs5M0JWLFbCUWCUaWtzbEaEnGMIy8e/gTtMck41HaknFakzFakzFVgc0AE1nc5iNjve7uX6lccWpn/GAw8B+ppSE2qM2gcEyhUbmgJ5Vl8exhY/MmJRIxLlq7bNTXC99CpT40JWIcuaCFI8eYiDCdzRdv2EN5mDH0pXP0ZXL0pnNBRhJmI139GTr7MuzvzdDRnWL7/j62dPTwh8f20Jue+txRLQ0xZjXGmd+SoL01ycK2BmY1Bv+XGmLR8HeEtsY485oTtCXjxKJB4IlGjFgkQixqxKMRkvFIUJWmAFNRE/kaWxjWejRwKvDL8PlrCBarmZHSuTAYjNJmkIwNXvqyc4TeRIVBZgXdqdFXOROpttG+2EBQjZWMR0nGo8wp45zB+Jos/dmga3U+72RyeXrTObpT2eLYmkgkuEbEDAN60zm6+jN09Wfp7M9wsC/DwTDQbNvfyz1P7aOzP1tsiJ+MeNTCaq8gQwmykDhN8SjxWIRENEIiFqE5EaUlGfQGi5jh4fuCoNfgvOZE8NOSoCH8f19o2/Fw3sxELEIyFnx+DbFg8au8B9XNeXciZsSjM3sw47h3Lnf/NICZ3USwjkFX+PxS4KdVLV0VFYPBqF1Lw2qisHtpZ18m+IMIM4bGeJSeocGgv3JtBiKHAjNjVlOcWVRn7exc2Asrnc2TyuY42Jdhb0+arv4suXyebN7J5pxs3snlg/36M0Ew6s8G2U1vOujt1dWf5WBfhl0H+0nnBs7Zm85VJLuZiEQsEk4pE2N2U4JZjXHawqrjTC5op2wM22yaE1EaE0F7TiIaIRu+XwhWW4xFjHgsQjwaIR5mRfFohOcfPqciAz2HKufOdThQuhxlGlhe0dLU0HjVRI3x4ZlBaV/2lmRsUGaQzzvd6cp0LRWpF9Gw/aExEQXiLGhLsroK18nm8vRmcnih968FU6n0p3Ps7UmztzvN3p5U8b5gYYZTkM4VGuWD3w5EzYhGgirdIGMKquIO9gVVbgf60uzu6uex3Zkwc4gQsWAAa1968kHqyrefykuOnnr36qHKuXP9ALgrnJ/IgdcB3694iWqkGAzG6E0EFGcu7ezP0NY48HG1NsToTg38Q/ZmcrhPfSoKEam8WDRC2whtDG3JIABNl3ze6c/mgvaeMBuAYA6tQm/GdPg42Jbn8CGTPVZKOYPOPhuuWXxWuOnt7n5fVUpVA4VgMNo4g0Iw6EsPVBOVZgbNDTG6Syay6ylOX12ddFpEnnsiEaMpEaNpyID15BSntJmMctYz+IK7/wNw7wjbZpzx2gyKXUtLqolKF3VpaYjRU5IZdFVokjoRkelQTt+sPxth2ysrVZBam3DX0rCaqKsvM2gMQXNDrLgCGJQubFP7iC4iMlUTGWfwPuD9wCoze6CwmaDL6R1VLFtVFTKD0SaqG+haGlYT9Q+uJmpNxgYNOhtY8lLVRCIy80ykTuOHwA3A54CPl2zvcvd9VSlVDYzbgJwYUk3Uly12EYPh1USVWPJSRGS6jFtN5O4H3X0r8DNgn7s/BbwN+K6ZDVu5bKbIhJlBPDZ2A3Jhjpd0Lk9b49AG5OHVRJWajkJEpJbKaTP4Z3fvMrMzgVcAVwHfqk6xqm8gMxivmig3MC9RyY2+NRkjncsXu54WehZp0JmIzETlBINCncirgMvc/Xpgxq7gMV4DcjxqRCxoMxhY2KYkM0gEwaJQVVTIDJrVgCwiM1A5wWC7mX0buAj4tZk1lHn8IWW8rqWFuVz6M7liMCgddNYSBoZCVVF3KlecdEtEZKYp52Z+EXAjcJ67HwDmAh+b6MFmtszMbjWzTWb2kJldEm6/1My2m9mG8Of8ct7AZI1XTQRBu0F/NlecsbQ0Myg0FBcygu5URlNRiMiMVc4I5F6CRuTC853AzjKulQX+l7vfa2atwD1mdnP42lfd/UtlnGvKMuNkBhCudlZSTdQ2VjDQJHUiMoPV7O5VGjzChuhNwLSt1zgwHcXowaAhHhnUgFzaU6gw0rinmBlo+moRmbmmpc7fzJYDJwPrwk0fMLMHzOwKMxtxunUze7eZrTez9R0dHVMuQyaXx4zixFAjScYKmcEIwSBsKO4qDQbqVioiM9S4wcDMfhD+vqQSFzSzFuA64EPu3glcBqwC1hBkDl8e6Th3v9zd17r72vb2qS/1mMrliUcjYy5GkQwzg67+LBGD5kRpMBjagKzpq0Vk5ppIZnCKmR0BvMPM5pjZ3NKfci5mZnGCQHC1u/8MwN13uXvO3fPAd4DTyn0Tk5HO5mkYZ9m8Qm+izr5MsEpSSRZRyBIKWYPaDERkJpvI3etbwG+AlcA9MGjNBw+3j8uCr+DfAzaVrptsZovC9gQI1kh4cCLnm6pMLk98jMZjgKZElAO9wdJ9paOPC69FI1ZsXFY1kYjMZBNZ9vLrwNfN7DJ3f98UrvUigmksNprZhnDbPwFvNrM1BIFlK/CeKVxjwtLZ/JjdSgHaGuNs2tlFZ39mULdSCMYhtDTEiplBMHeRJqkTkZmpnK6l7zOzkxhY3OY2d39grGOGHH87g7OKgl9P9ByVlMn5qPMSFcxqjAfL1/VmmNU4/KNqTcbo6s8W5y7SvEQiMlNNuDeRmf0dcDWwIPy52sw+WK2CVdtEMoNZjXG6Ull2d6WY3zJ8AerWZJzO/szA3EWNygxEZGYq56vs3wCnu3sPBKucAX8CvlGNglVbOuxNNJbCymZP7+vlnGOGL0DdmozR2Z8tGZSmzEBEZqZyxhkYA5PVET4eu57lEJbO5kdd2KagdJnLuc3D5+RrS8bp6s8Wp6tQm4GIzFTlfJX9T2Cdmf08fH4hQe+gGSkzgcxgdtPAzX1ey0jBIMYj/ZmSWU2VGYjIzFROA/JXzOx3wJkEGcHb3f2+ahWs2tLZ/JjzEgGD2glGbjMIGpDVZiAiM11ZX2Xd/V7g3iqVpaYyufy4g8SWzWkqPl4+r3nY663JOF39GTr7lBmIyMw2Y9cjmKrUBDKD0mqiI+Y1DXu9NRkj7/BsZ3/4XJmBiMxMdftVNpMbv2upmfGlN55EbzpbXBO5VOHmv21/L9GIFVc/ExGZaSYcDMKVzf4cWF56nLt/pvLFqr50bvzMAOANpywd9bVCb6MnOnqY15wYc9I7EZFDWTmZwfXAQYL5iVLVKU7tZLI+bmYwnvlhD6NHdnayqr2lEsUSEZkW5QSDpe5+XtVKUmPpXH7c6SjG094a9DBKZfPMbx3e20hEZKYo56vxH83seVUrSY1lsnkS0anV8S9oSxYfzx9hHIKIyExRTmZwJvDXZvYkQTWRAe7uJ1alZFWWqkBm0NIQoyEWIZXNs6A1Of4BIiKHqHKCwSurVooac3cyufEXt5nYuYLfRy5Qm4GIzFzljEB+qpoFqaVs3nFn3OkoJuK1axZz7T3bOGnprAqUTERkepQ1ziBcrH41UKwTcffbKl2oasvk8gAT6lo6nk+/9njeesYRrF7YOuVziYhMl3LGGfwNcAmwFNgAnEEwhfU5VSlZFaWzQTCoRGbQ3BBjzbLZUz6PiMh0KudueAlwKvCUu78UOBnoqEqpqixdwcxAROS5oJy7Yb+790MwGtndHwGOrk6xqquQGUx10JmIyHNFOW0G28xsNvAL4GYz2w/sqEahqq0YDJQZiIgA5fUmel348FIzuxWYBfxmoseb2TLg+8BhQB643N3/r5nNBX5MMOfRVuAid98/0fNORiYX9AetRJuBiMhzwYTvhhZ4q5l9yt1/T9CIvKaMa2WB/+XuxxI0Pv+tmR0HfBy4xd1XA7eEz6tKmYGIyGDl3A3/A3gB8ObweRfw7xM92N13hovj4O5dwCZgCXABcFW421UEy2lWVaEBOR7VLKMiIlBeMDjd3f8W6AcIq3ImNSGPmS0n6I20Dljo7jvDc+4EFoxyzLvNbL2Zre/omFonJmUGIiKDlXM3zJhZFHAAM2snqPsvi5m1ANcBH3L3zoke5+6Xu/tad1/b3t5e7mUHKQ46U5uBiAhQXjD4OvBzYKGZfRa4A/hcORczszhBILja3X8Wbt5lZovC1xcBu8s552QoMxARGayc3kRXm9k9wLnhpteGYw0mxIJlwL4HbHL3r5S89EvgYuDz4e/rJ3rOycrkKjcCWUTkuaCc6SjWAp9gYNnL95gZZUxh/SLgbcBGM9sQbvsngiDwEzN7J/A08MaJlmmyNAJZRGSwcgadXQ18DNjIJNoK3P12gjUQRnLuKNurQiOQRUQGKycYdLj7L6tWkhpSZiAiMlg5weBfzOy7BAPDUoWNJQ3BM0amgrOWiog8F5QTDN4OHAPEGagmcmDGBQNlBiIig5UTDE5y9+dVrSQ1VJibSG0GIiKBcu6Gd4ZzCc14qaymoxARKVVOZnAmcLGZPUnQZmCAl9G19JCRyeVJRCMEQx9ERKScYHBe1UpRY+lsXlmBiEiJckYgP1XNgtRSJpdX47GISIm6vCMGmUFdvnURkRHV5R0xrcxARGSQurwjprN5dSsVESlRl3fEdFaZgYhIqbq8I2ZyajMQESlVl3dEtRmIiAxWl3fETNY1zkBEpERdBoNULk8iFp3uYoiIHDLqMhhksnkSygxERIrqMhiozUBEZLC6vCOqN5GIyGB1eUfUoDMRkcFqdkc0syvMbLeZPViy7VIz225mG8Kf82tRlkwuT1zVRCIiRbW8I17JyNNgf9Xd14Q/v65FQVKZPEn1JhIRKapZMHD324B9tbreWFLZPA1xZQYiIgWHwh3xA2b2QFiNNKfaF8vnnXQuT4OqiUREiqb7jngZsApYA+wEvjzajmb2bjNbb2brOzo6Jn3BdC5Y/1hdS0VEBkzrHdHdd7l7zt3zwHeA08bY93J3X+vua9vb2yd9zVQmCAYNajMQESma1mBgZotKnr4OeHC0fSsllc0BqJpIRKTEhNdAnioz+xHwEmC+mW0D/gV4iZmtARzYCryn2uVIZQuZgYKBiEhBzYKBu795hM3fq9X1C4qZQVzVRCIiBXX39bg/o8xARGSoursjqppIRGS4ursjDjQgq5pIRKSgDoNBmBloBLKISFHd3RHTqiYSERmm7u6IA20GqiYSESmov2CQ0aAzEZGh6u6OqDYDEZHh6u6OqGoiEZHh6jAYqJpIRGSoursjpjQCWURkmLq7I6ayeRKxCGY23UURETlk1GEwyCkrEBEZou7uiqlsXo3HIiJD1F8wyGj9YxGRoerurqhqIhGR4erurtifyWlhGxGRIeouGPSkcrQ0KBiIiJSqu2DQm87SmKjZap8iIjNCHQaDHM0JZQYiIqXqMhg0KTMQERmkZsHAzK4ws91m9mDJtrlmdrOZPRb+nlPtcvSkszQpMxARGaSWmcGVwHlDtn0cuMXdVwO3hM+rqjedo0kNyCIig9QsGLj7bcC+IZsvAK4KH18FXFjNMmRyedLZPM2qJhIRGWS62wwWuvtOgPD3gtF2NLN3m9l6M1vf0dExqYv1poPpq1VNJCIy2HQHgwlz98vdfa27r21vb5/UOfqKwUCZgYhIqekOBrvMbBFA+Ht3NS92oC8NwKzGeDUvIyIy40x3MPglcHH4+GLg+mpebE9XEAzmtySqeRkRkRmnll1LfwT8CTjazLaZ2TuBzwN/ZmaPAX8WPq+aPd0pAOa3NlTzMiIiM07NKs/d/c2jvHRurcrw5J4ezGCBgoGIyCDTXU1UU0tmN/LGU5bSmlSbgYhIqbrqVnPRqcu46NRl010MEZFDTl1lBiIiMjIFAxERUTAQEREFAxERQcFARERQMBARERQMREQEBQMREQHM3ae7DGUzsw7gqUkePh/YU8HiVIrKVR6VqzyHarng0C3bc7FcR7j7iGsAzMhgMBVmtt7d1053OYZSucqjcpXnUC0XHLplq7dyqZpIREQUDEREpD6DweXTXYBRqFzlUbnKc6iWCw7dstVVuequzUBERIarx8xARESGUDAQEZH6CgZmdp6ZbTazx83s41W+1jIzu9XMNpnZQ2Z2Sbj9UjPbbmYbwp/zS475x7Bsm83sFdUst5ltNbONYRnWh9vmmtnNZvZY+HtOuN3M7Ovh9R8ws+eXnOficP/HzOziKZbp6JLPZYOZdZrZh6bjMzOzK8xst5k9WLKtYp+PmZ0Sfv6Ph8faFMr1RTN7JLz2z81sdrh9uZn1lXxu3xrv+qO9x0mWq2L/bma2wszWheX6sZklplCuH5eUaauZbZiGz2u0+8P0/Y25e138AFHgCWAlkADuB46r4vUWAc8PH7cCjwLHAZcCHx1h/+PCMjUAK8KyRqtVbmArMH/Itn8DPh4+/jjwhfDx+cANgAFnAOvC7XOBLeHvOeHjORX893oWOGI6PjPgxcDzgQer8fkAdwEvCI+5AXjlFMr1ciAWPv5CSbmWl+435DwjXn+09zjJclXs3w34CfAX4eNvAe+bbLmGvP5l4FPT8HmNdn+Ytr+xesoMTgMed/ct7p4GrgEuqNbF3H2nu98bPu4CNgFLxjjkAuAad0+5+5PA42GZa1nuC4CrwsdXAReWbP++B+4EZpvZIuAVwM3uvs/d9wM3A+dVqCznAk+4+1gjzav2mbn7bcC+Ea435c8nfK3N3f/kwf/a75ecq+xyuftN7p4Nn94JLB3rHONcf7T3WHa5xlDWv1v4jfYc4NpKlis870XAj8Y6R5U+r9HuD9P2N1ZPwWAJ8EzJ822MfXOuGDNbDpwMrAs3fSBM9a4oSStHK1+1yu3ATWZ2j5m9O9y20N13QvDHCiyYprIB/AWD/5MeCp9ZpT6fJeHjSpcP4B0E3wILVpjZfWb2ezM7q6S8o11/tPc4WZX4d5sHHCgJeJX6vM4Cdrn7YyXbav55Dbk/TNvfWD0Fg5Hqy6rer9bMWoDrgA+5eydwGbAKWAPsJEhTxypftcr9Ind/PvBK4G/N7MVj7FvTsoX1wa8FfhpuOlQ+s9GUW45qfW6fALLA1eGmncDh7n4y8BHgh2bWVq3rj6BS/27VKu+bGfyFo+af1wj3h1F3HaUMFfvM6ikYbAOWlTxfCuyo5gXNLE7wD321u/8MwN13uXvO3fPAdwhS47HKV5Vyu/uO8Pdu4OdhOXaF6WUhNd49HWUjCFD3uvuusIyHxGdG5T6fbQyuyply+cKGw1cDbwmrBQirYfaGj+8hqI8/apzrj/Yey1bBf7c9BNUisRHKOynhuV4P/LikvDX9vEa6P4xxvur/jU2kseO58APECBpXVjDQOHV8Fa9nBPV0XxuyfVHJ4w8T1J0CHM/gRrUtBA1qFS830Ay0ljz+I0Fd/xcZ3Hj1b+HjVzG48eouH2i8epKg4WpO+HhuBT67a4C3T/dnxpAGxUp+PsDd4b6Fxr3zp1Cu84CHgfYh+7UD0fDxSmD7eNcf7T1OslwV+3cjyBJLG5DfP9lylXxmv5+uz4vR7w/T9jdWlRvhofpD0CL/KEHE/0SVr3UmQVr2ALAh/Dkf+AGwMdz+yyH/YT4Rlm0zJS3/lS53+Id+f/jzUOGcBHWztwCPhb8Lf1QG/Ht4/Y3A2pJzvYOgAfBxSm7gUyhbE7AXmFWyreafGUH1wU4gQ/At652V/HyAtcCD4THfJJwNYJLlepyg3rjwd/atcN8/D/997wfuBV4z3vVHe4+TLFfF/t3Cv9m7wvf6U6BhsuUKt18JvHfIvrX8vEa7P0zb35imoxARkbpqMxARkVEoGIiIiIKBiIgoGIiICAoGIiKCgoHMMGbmZvblkucfNbNLK3TuK83sDZU41zjXeWM4W+WtQ7YvN7O/rPb1RUaiYCAzTQp4vZnNn+6ClDKzaBm7v5Ng0NRLh2xfDpQdDMq8tsiIFAxkpskSrAH74aEvDP1mb2bd4e+XhBOP/cTMHjWzz5vZW8zsrnC+91Ulp3mZmf0h3O/V4fFRC9YMuDucdO09Jee91cx+SDAQaGh53hye/0Ez+0K47VMEA46+ZWZfHHLI54GzLJhL/8Nm9tdm9s2S8/3KzF5SeG9m9hkzWwe8IHz+WTO738zuNLOF4X5vDK9/v5ndVuZnLXVEwUBmon8H3mJms8o45iTgEuB5wNuAo9z9NOC7wAdL9lsOnE0w/P9bZpYk+CZ/0N1PBU4F3mVmK8L9TyMYKXtc6cXMbDHB2gLnEEzUdqqZXejunwHWE8wh9LEhZfw48Ad3X+PuXx3n/TQTTLFwurvfHj6/091PAm4D3hXu9yngFeH2145zTqljCgYy43gwu+P3gb8r47C7PZhDPkUwPP+mcPtGggBQ8BN3z3swrfEW4BiCxWP+yoIVsdYRTBmwOtz/Lg/m5B/qVOB37t7hwdTLVxMstFIpOYJJzgrSwK/Cx/cw8J7uAK40s3cRzP8jMqLY+LuIHJK+RjB/zH+WbMsSfsEJFy4pXRoxVfI4X/I8z+D/B0PnZylMB/xBd7+x9IWwyqZnlPJNaBnLcRTfTyhZ8rjf3XMlzzM+MLdMjvA9uft7zex0gkxng5mt8XBmTpFSygxkRnL3fQRLIb6zZPNW4JTw8QVAfBKnfqOZRcJ2hJUEE6ndCLwvnHIYMzvKzJrHOc864Gwzmx828L4Z+P04x3QRLIFYsBVYE5ZnGQNTQE+Yma1y93Xu/imCqaCXjXeM1CdlBjKTfRn4QMnz7wDXm9ldBDM+jvatfSybCW7aCwlmtew3s+8SVLvcG2YcHYyzhKC77zSzfwRuJcgSfu3u149z7QeArJndTzCr5tcIpiTeSDD75L2TeD9fNLPVYRluIZiRU2QYzVoqIiKqJhIREQUDERFBwUBERFAwEBERFAxERAQFAxERQcFARESA/w9nIk9/sFkhggAAAABJRU5ErkJggg==\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "fig = plot_beamdata(path,\"std\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "752626a6-727a-4d7b-ada5-4c89cb4db324",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "fig = plot_beamdata(path,\"std\",\"tau\",\"std\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "b721c429-d407-44b8-93ec-1635e9a586d1",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 2 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "fig = streak_beamdata(path, \"mean\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "0599df3f-0da6-4f98-8cf7-381ffd49567c",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 2 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "fig = streak_beamdata(path, \"std\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "90c42f95-0925-4382-8cc1-4e291cb5f7f5",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "fig =  plot_profiledata(path,0, profile_plot=True, streak_plot=False, start=19900)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "id": "890216a0-e398-4526-a3c8-0ae88cbe322f",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "fig =  plot_profiledata(path,100, profile_plot=True, streak_plot=False, start=19900)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "id": "c184c45d-6058-4a6e-83c4-77066ca47330",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "fig =  plot_profiledata(path,200, profile_plot=True, streak_plot=False, start=19900)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "id": "6fd2a015-fb6b-4111-be7a-547977f00cdb",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "fig =  plot_profiledata(path,300, profile_plot=True, streak_plot=False, start=19900)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "id": "626498c1-bb2b-41eb-88af-bdee7e954db4",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 1 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "fig =  plot_profiledata(path,400, profile_plot=True, streak_plot=False, start=19900)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "id": "f34db61c-a448-4f13-a9cf-31eb9fd225b8",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 2 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "fig =  plot_profiledata(path,0, profile_plot=False, streak_plot=True, start=0)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "id": "082c2bf5-be4f-4c80-91be-10310f50618c",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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\n",
+      "text/plain": [
+       "<Figure size 432x288 with 2 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "fig =  plot_profiledata(path,100, profile_plot=False, streak_plot=True, start=0)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "id": "9fae1a72-b034-48ae-b6f5-0f929b63c4dd",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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+      "text/plain": [
+       "<Figure size 432x288 with 2 Axes>"
+      ]
+     },
+     "metadata": {
+      "needs_background": "light"
+     },
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "fig =  plot_profiledata(path,400, profile_plot=False, streak_plot=True, start=0)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "3ea53ea5-9507-49c0-ba33-1cb772dc8851",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "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": "3.8.10"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/Simulation Files/mbtrack2/Elegant_benchmark_transiant_beam_loading/benchmark_mbtrack2_elegant.jpg b/Simulation Files/mbtrack2/Elegant_benchmark_transiant_beam_loading/benchmark_mbtrack2_elegant.jpg
new file mode 100644
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diff --git a/Simulation Files/mbtrack2/Elegant_benchmark_transiant_beam_loading/elegant_benchmark_mp1e6.py b/Simulation Files/mbtrack2/Elegant_benchmark_transiant_beam_loading/elegant_benchmark_mp1e6.py
new file mode 100644
index 0000000..5e25f43
--- /dev/null
+++ b/Simulation Files/mbtrack2/Elegant_benchmark_transiant_beam_loading/elegant_benchmark_mp1e6.py	
@@ -0,0 +1,111 @@
+# -*- coding: utf-8 -*-
+"""
+Created on Tue May  4 17:10:31 2021
+
+@author: gamelina
+"""
+import numpy as np
+from mbtrack2 import BeamLoadingEquilibrium
+from mbtrack2.tracking.rf import CavityResonator, RFCavity
+from machine_data import v0356
+from scipy.constants import c
+import matplotlib as mpl
+import matplotlib.pyplot as plt
+
+plt.rcParams['figure.figsize'] = [12, 5]
+plt.rcParams['figure.dpi'] = 200
+
+mpi_switch = True
+
+Vc = 1.8e6
+ring = v0356()
+ring.U0 = 4.183751e-01*1e6
+ring.L = 354.48130800001866
+I0 = 0.5
+
+MC = RFCavity(ring, 1, Vc, np.arccos(ring.U0/Vc))
+
+m = 4
+Rs = 90e8
+Q = 1e8
+QL = 1e8
+detune = 140e3
+HHC = CavityResonator(ring, m, Rs, Q, QL,detune)
+HHC.Vg = 0
+HHC.theta_g = 0
+
+
+import numpy as np
+from machine_data import v0356, load_TDR_1_wf
+from mbtrack2.tracking import Beam, CavityResonator, LongitudinalMap, SynchrotronRadiation
+from mbtrack2.tracking.monitors import  BeamMonitor, CavityMonitor, ProfileMonitor
+from mbtrack2 import WakeField, WakePotential, WakePotentialMonitor
+
+
+long = LongitudinalMap(ring)
+rad = SynchrotronRadiation(ring)
+
+buffer = 100
+tot_turns = 40e3
+
+name = "benchmark_elegant"
+
+HCmon = CavityMonitor("HHC", ring, file_name=name, save_every=100,
+                 buffer_size=buffer, total_size=tot_turns/100, mpi_mode=mpi_switch)
+
+bbmon = BeamMonitor(h=ring.h, file_name=None, save_every=10, buffer_size=buffer,
+                 total_size=tot_turns/10, mpi_mode=mpi_switch)
+
+promon0 = ProfileMonitor(bunch_number=0, save_every=100, buffer_size=buffer, total_size=tot_turns/100, 
+                 dimensions="tau", n_bin=50, file_name=None, mpi_mode=mpi_switch)
+
+promon100 = ProfileMonitor(bunch_number=100, save_every=100, buffer_size=buffer, total_size=tot_turns/100, 
+                 dimensions="tau", n_bin=50, file_name=None, mpi_mode=mpi_switch)
+
+promon200 = ProfileMonitor(bunch_number=200, save_every=100, buffer_size=buffer, total_size=tot_turns/100, 
+                 dimensions="tau", n_bin=50, file_name=None, mpi_mode=mpi_switch)
+
+promon300 = ProfileMonitor(bunch_number=300, save_every=100, buffer_size=buffer, total_size=tot_turns/100, 
+                 dimensions="tau", n_bin=50, file_name=None, mpi_mode=mpi_switch)
+
+promon400 = ProfileMonitor(bunch_number=400, save_every=100, buffer_size=buffer, total_size=tot_turns/100, 
+                 dimensions="tau", n_bin=50, file_name=None, mpi_mode=mpi_switch)
+
+
+bb = Beam(ring)
+filling = np.ones(ring.h)
+filling[-10:] = 0
+filling = filling*I0/(ring.h-10)
+bb.init_beam(filling, mp_per_bunch=1e6, track_alive=False, mpi=mpi_switch)
+
+
+HHC.init_phasor(bb)
+
+for i in range(int(tot_turns+1)):
+    if (i % 1000 == 0):
+        if mpi_switch and (bb.mpi.rank == 0):
+            print(i)
+        else:
+            print(i)
+
+    long.track(bb)
+    rad.track(bb)
+
+    if mpi_switch:
+        bb.mpi.share_distributions(bb)
+
+    MC.track(bb)
+    HHC.track(bb)
+
+    bbmon.track(bb)
+    HCmon.track(bb, HHC)
+
+    promon0.track(bb)
+    promon100.track(bb)
+    promon200.track(bb)
+    promon300.track(bb)
+    promon400.track(bb)
+
+bbmon.close()
+
+
-- 
GitLab