{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Getting started with lionanalysis\n", "\n", "## Introduction\n", "\n", "``lionanalysis`` is a command-line program and not a Python library. It reads a text input file and produces text output files.\n", "\n", "Here we use a Jupyter notebook just as a convenient way to look at the results of the analysis using ``ASE`` for atomic visualization, ``pandas`` for tabular data, and ``seaborn`` for producing plots.\n", "\n", "However, ``lionanalysis`` was originally developed to be run from the command-line and using ``gnuplot`` to plot the files.\n" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Requirement already satisfied: ase in /home/hellstrom/anaconda3/envs/openmm/lib/python3.11/site-packages (3.22.1)\n", "Requirement already satisfied: pandas in /home/hellstrom/anaconda3/envs/openmm/lib/python3.11/site-packages (2.2.2)\n", "Requirement already satisfied: seaborn in /home/hellstrom/anaconda3/envs/openmm/lib/python3.11/site-packages (0.13.2)\n", "Requirement already satisfied: matplotlib>=3.1.0 in /home/hellstrom/anaconda3/envs/openmm/lib/python3.11/site-packages (from ase) (3.9.0)\n", "Requirement already satisfied: numpy>=1.15.0 in /home/hellstrom/anaconda3/envs/openmm/lib/python3.11/site-packages (from ase) (1.26.3)\n", "Requirement already satisfied: scipy>=1.1.0 in /home/hellstrom/anaconda3/envs/openmm/lib/python3.11/site-packages (from ase) (1.13.1)\n", "Requirement already satisfied: python-dateutil>=2.8.2 in /home/hellstrom/anaconda3/envs/openmm/lib/python3.11/site-packages (from pandas) (2.9.0.post0)\n", "Requirement already satisfied: pytz>=2020.1 in /home/hellstrom/anaconda3/envs/openmm/lib/python3.11/site-packages (from pandas) (2024.1)\n", "Requirement already satisfied: tzdata>=2022.7 in /home/hellstrom/anaconda3/envs/openmm/lib/python3.11/site-packages (from pandas) (2024.1)\n", "Requirement already satisfied: contourpy>=1.0.1 in /home/hellstrom/anaconda3/envs/openmm/lib/python3.11/site-packages (from matplotlib>=3.1.0->ase) (1.2.1)\n", "Requirement already satisfied: cycler>=0.10 in /home/hellstrom/anaconda3/envs/openmm/lib/python3.11/site-packages (from matplotlib>=3.1.0->ase) (0.12.1)\n", "Requirement already satisfied: fonttools>=4.22.0 in /home/hellstrom/anaconda3/envs/openmm/lib/python3.11/site-packages (from matplotlib>=3.1.0->ase) (4.51.0)\n", "Requirement already satisfied: kiwisolver>=1.3.1 in /home/hellstrom/anaconda3/envs/openmm/lib/python3.11/site-packages (from matplotlib>=3.1.0->ase) (1.4.5)\n", "Requirement already satisfied: packaging>=20.0 in /home/hellstrom/anaconda3/envs/openmm/lib/python3.11/site-packages (from matplotlib>=3.1.0->ase) (24.0)\n", "Requirement already satisfied: pillow>=8 in /home/hellstrom/anaconda3/envs/openmm/lib/python3.11/site-packages (from matplotlib>=3.1.0->ase) (10.2.0)\n", "Requirement already satisfied: pyparsing>=2.3.1 in /home/hellstrom/anaconda3/envs/openmm/lib/python3.11/site-packages (from matplotlib>=3.1.0->ase) (3.1.2)\n", "Requirement already satisfied: six>=1.5 in /home/hellstrom/anaconda3/envs/openmm/lib/python3.11/site-packages (from python-dateutil>=2.8.2->pandas) (1.16.0)\n" ] } ], "source": [ "! pip install ase pandas seaborn" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "\n", "## Example trajectory: RuH.xyz\n", "\n", "This example analyzes some frames from the trajectory ``RuH.xyz``.\n", "\n", "This trajectory simulates hydrogen bombardment on a Ru surface. It contains 1001 frames with a variable number of hydrogen atoms, and a fixed number of Ru atoms.\n", "\n", "Here are some snapshots:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from common import plot_trajectory\n", "plot_trajectory(\"trajectories/RuH.xyz\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This trajectory follows the ``mattixyz`` format, which specifies an orthorhombic lattice as ``XYZ a b c`` on the comment line:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "36\n", "XYZ 8.11452 8.54704 15.00000\n", "Ru 1.35242 2.13676 7.46574\n", "Ru 2.70484 0.00000 6.68492\n" ] } ], "source": [ "%%bash\n", "head -n 4 trajectories/RuH.xyz" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "``lionanalysis`` always assumes periodic boundary conditions, so if you have a non-periodic system, just set the lattice parameters to large values." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Simple lionanalysis run to print number of Ru and H atoms as a function of time" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A simple input might look like this. Comment lines start with ``#``." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "DumpFile trajectories/RuH.xyz\n", "DumpFileFormat mattixyz\n", "Overwrite\n", "Threads 1\n", "CoutFrequency 200\n", "DefineGroup H ATOMICNUMBER H\n", "DefineGroup Ru ATOMICNUMBER Ru\n", "PrintProperties properties.txt Every 1 GROUPS All H Ru PROPERTIES timestepiteration numatoms\n", " ### AverageSize\n", "FinalPrintProperties averagesize.dat MultipleLines PrintEvery 100 ALLGROUPS PROPERTIES groupname averagesize\n", "###########################################################\n", "Running on 1 threads on host .SCMCoffee1\n", "There are 3 groups and 5 actions.\n", "I am lionanalysis version 0.5\n", "Opening dumpfile trajectories/RuH.xyz at byte 0 : 0\n", " -999 (1) ( 0 ps) (6.79493e-05 s) ( 0.0877 %)\n", " -800 (200) ( 199 ps) (0.0095210075 s) ( 19 %)\n", " -600 (400) ( 399 ps) (0.019724131 s) ( 39.1 %)\n", " -400 (600) ( 599 ps) (0.02956295 s) ( 58.7 %)\n", " -200 (800) ( 799 ps) (0.03986311 s) ( 79 %)\n", " 0 (1000) ( 999 ps) (0.050303936 s) ( 99.9 %)\n", "Closing dumpfile trajectories/RuH.xyz at byte -1\n", "Finished reading dump file... 1001 frames... Writing output....\n", "FIRST TIMESTEP: -999\n", "LAST TIMESTEP: 1\n", "Total time: 0.050594091 s; 5.0543548e-05 s/timestep\n", "Goodbye!\n" ] } ], "source": [ "%%sh\n", "\n", "cat > ionanalysis1.config <\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
#iterallhru
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\n", "" ], "text/plain": [ " #iter all h ru\n", "0 1 36 0 36\n", "1 2 37 1 36\n", "2 3 37 1 36\n", "3 4 37 1 36\n", "4 5 37 1 36" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import pandas as pd\n", "df = pd.read_csv(\"properties.txt\", sep=\"\\s+\")\n", "df.head()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's plot:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "df.plot(\n", " x=\"#iter\", \n", " y=df.columns.drop(\"#iter\"), \n", " kind=\"line\", \n", " xlabel=\"frame\", \n", " title=\"Number of atoms per group\", \n", " figsize=(3, 3)\n", ");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Defining groups and finding out atomic environments\n", "\n", "Above we defined the groups H and Ru using the ``ATOMICNUMBER`` option to ``DefineGroup``. These are trivial groups to define, but the real power of ``lionanalysis`` lies in the ability to define groups based on (time-dependent) atomic environments.\n", "\n", "It is typically useful to distinguish atoms based on coordination number (for example, covalent bonds or hydrogen bonds).\n", "\n", "Before you can reasonably define groups, you need to know a bit more about the system, for example typical bond lengths, coordination numbers, cartesian coordinates, etc.\n", "\n", "So let's try to \n", "\n", "* plot some radial distribution functions, and\n", "* get histograms of coordination numbers\n", "\n", "before we try to define some advanced groups on which we can extract example configurations and calculate statistical properties.\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Radial distribution function" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "%%sh\n", "cat > ionanalysis2.config < lionanalysis_output.txt" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The Overwrite, DumpFile, and DumpFileFormat input options can also be specified on the command-line as shown above. It is convenient to do so, so that you can reuse the same ``ionanalysis.config`` input file for multiple different trajectories.\n", "\n", "Let's inspect an rdf output file:" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "#r RDF iRDF PMF(kTunits) rawcount rawcountpertimestepperatom # from ru to ru; nSteps = 1001 size(ru) = 36 size(ru) = 35 numberdens. = 0.0336433\n", "0.025 0 0 inf 0 0\n", "0.075 0 0 inf 0 0\n", "0.125 0 0 inf 0 0\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "0.175 0 0 inf 0 0\n", "0.225 0 0 inf 0 0\n", "0.275 0 0 inf 0 0\n", "0.325 0 0 inf 0 0\n", "0.375 0 0 inf 0 0\n", "0.425 0 0 inf 0 0\n" ] } ], "source": [ "%%bash\n", "head -n 10 rdf_ru_ru.txt" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The distance is in the first column and the RDF in the second column. This file is meant to be plotted in gnuplot using for example ``plot 'rdf_ru_ru.txt' u 1:2 w l ti \"Ru-Ru rdf\"``. However, we can also plot like this:" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "def rdf2df(filename: str) -> pd.DataFrame:\n", " return pd.read_csv(filename, sep=\"\\s+\").iloc[:, :6]\n", "\n", "rdf_files = [\"rdf_h_h.txt\", \"rdf_ru_h.txt\", \"rdf_ru_ru.txt\"]\n", "\n", "fig, ax = plt.subplots()\n", "for f in rdf_files:\n", " rdf2df(f).plot(x=\"#r\", y=\"RDF\", ax=ax, title=\"Radial distribution function\", figsize=(5, 3))\n", "ax.legend(rdf_files);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that RDFs are really only scientifically meaningful in spherical environments (liquids, crystals), not the kind of surface slab that is present in this trajectory. You could use the ``rawcount`` or ``rawcountpertimestepperatom`` columns instead to not normalize by the density." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "\n", "\n", "However, from the above graph we can see that a typical Ru-H bond seems to be about 1.9 angstrom, and a typical Ru-Ru bond is about 2.8 angstrom. In this example the H-H rdf does not tell us much about the H-H bond length since the hydrogens mostly exist as isolated atoms and not as H2 molecules in this trajectory. The small peak at ~0.3 angstrom arises because the hydrogen atoms are accelerated towards the surface slab at very high speed." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Groups based on distances and histograms of coordination numbers" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "From the above analysis, we define two Ru atoms to be bonded if the distance is smaller than 3.1 angstrom, and Ru-H to be bonded if the distance is smaller than 2.5 angstrom. We can do this by defining a ``BOND`` group with minimum and maximum distances and coordination numbers.\n", "\n", "By setting ``MinCoord 0`` all Ru atoms with coordination numbers greater than or equal to ``0`` will be part of the new group. This is, in fact, all Ru atoms! Here we include ``0`` just in case there is a non-coordinated Ru atom. If all Ru atoms are in the group, then we can extract the coordination numbers later." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "%%bash\n", "cat > ionanalysis3.config < lionanalysis_output.txt" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "# mCount = 1001 DESCR FinalPrintProperties averagesize.dat MultipleLines PrintEvery 100 ALLGROUPS PROPERTIES groupname averagesize\n", "#all h ru ru_ru(allcn) ru_h(allcn) h_ru(allcn) h_h(allcn) \n", "### FRAME ###\n", "all 41.1728 \n", "h 5.17283 \n", "ru 36 \n", "ru_ru(allcn) 36 \n", "ru_h(allcn) 36 \n", "h_ru(allcn) 5.17283 \n", "h_h(allcn) 5.17283 \n" ] } ], "source": [ "%%sh\n", "cat averagesize.dat" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here we see that for example ``ru_h(allcn)`` contains the same number of atoms as the ``ru`` group (i.e., all Ru atoms), as expected from the ``MinCoord 0`` definition.\n", "\n", "We can then look at a histogram of coordination numbers, for example the number of Ru atoms that Ru atoms coordinate (``hist_ru_ru_cn.txt``):" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "#value #count #fractional #divbycount Histogram hist_ru_ru_cn.txt DynamicRange GROUPS Ru_Ru(AllCN) PROPERTIES coordinationnumber# mCount = 1001 # sum = 36036 # sumcount = 36036 # wavg = 9.99395\n", "0 0 0 -nan\n", "1 0 0 -nan\n", "2 0 0 -nan\n", "3 0 0 -nan\n", "4 2 5.55001e-05 1\n", "5 1 2.775e-05 1\n", "6 11 0.00030525 1\n", "7 52 0.001443 1\n", "8 11953 0.331696 1\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "9 68 0.001887 1\n", "10 11937 0.331252 1\n", "11 51 0.00141525 1\n", "12 11961 0.331918 1\n" ] } ], "source": [ "%%sh\n", "cat hist_ru_ru_cn.txt" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To plot all histograms side by side, it is easiest to use seaborn:" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import seaborn as sns\n", "\n", "def hist2df(filename: str) -> pd.DataFrame:\n", " return pd.read_csv(filename, sep=\"\\s+\").iloc[:, :4]\n", "\n", "hist_files = [\"hist_ru_ru_cn.txt\", \"hist_ru_h_cn.txt\", \"hist_h_ru_cn.txt\", \"hist_h_h_cn.txt\"]\n", "\n", "df = pd.concat(hist2df(f).assign(source=f) for f in hist_files)\n", "sns.barplot(df, x=\"#value\", y=\"#fractional\", hue=\"source\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Here we see that\n", "\n", "* Ru-Ru: The most common coordination number for Ru-Ru is 8, 10, or 12\n", "* Ru-H: Most Ru atoms coordinate 0 H atoms\n", "* H-Ru: H may coordinate 0-6 Ru atoms\n", "* H-H: 95+% of H atoms do not coordinate any other H atoms\n", "\n", "Let's check our work and try to visualize some of these atomic environments." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Visualize atoms in different groups\n", "\n", "When defining groups, it is important to **always verify that the group contains ONLY the kinds of atoms you expect**. In molecular dynamics, it is often difficult to foresee all the chemical environments around atoms, and the group definitions can become arbitrarily complex.\n", "\n", "To see which atoms are part of a group, it is easiest to use the ``PrintGroup`` command. It has a special option ``Special`` which lets you print atoms that are in a particular group as a different chemical element. This makes it easy to visualize and is the approach we use below.\n", "\n", "You can also add a condition ``IfGroupNotEmpty ``. For example ``PrintGroup All XYZ filename.xyz IfGroupNotEmpty H2`` means that all atoms will be printed to filename.xyz, but only those frames when the group ``H2`` contains at least one atom.\n", "\n", "The ``SUBGROUPCN`` kind of group can be used to filter on coordination numbers." ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "%%bash\n", "cat > ionanalysis4.config < lionanalysis_output.txt" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Above we define new .xyz output files \"coloredRu.xyz\", \"h_cn6.xyz\", \"h_cn6_3ang.xyz\", \"h2.xyz\", \"shorth2.xyz\".\n", "\n", "**In \"coloredRu.xyz\" we print low-coordinated Ru as Cu, medium-coordinated Ru as Zn, and high-coordinated Ru as Ru, which makes for easy visualization**:" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_trajectory(\"coloredRu.xyz\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can easily see that these groups correspond to surface Ru, subsurface Ru, and \"bulk\" Ru." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**In \"h_cn6.xyz\" we print only the frames that contain at least 1 H coordinated to 6 Ru, and print those hydrogen atoms as \"Li\" for easy visualization**. Note that the frame numbers are not the same as in the original trajectory, since only some of the frames are printed:" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_trajectory(\"h_cn6.xyz\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**SingleEnvironment**: Sometimes, especially for large systems, it can be difficult to see the \"interesting\" atoms if other atoms obscure it. The ``SingleEnvironment`` alias can be used to print just a sphere around the atom. If there is more than 1 group member in a given frame, then a random group member is chosen.\n", "\n", "In \"h_cn6_3ang.xyz\" we print random hydrogen atoms coordinated to at least 6 Ru, but just the environment within 3 angstrom of the H atom (which again is printed as Li). If the environment is split across the periodic boundary, then the minimum image convention is used." ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_trajectory(\"h_cn6_3ang.xyz\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Let's also plot some H2 molecules as Li**:" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_trajectory(\"h2.xyz\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**In the H-H rdf there was a small peak at ~0.3 angstrom. Let's print the frame(s) where this happened and plot the structures**:" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "#iter extremelyshorth2 \n", "932 2 \n" ] } ], "source": [ "%%sh\n", "cat shorth2.txt" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "So it's frame 932. Now let's plot:" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "image/png": 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Y1q1bZ1db7Don7Ny5M9WrV68KbP0v5tdff2XixIl2PT+2eCRMS0tj1apV5OTkmGzbqFGjqkf2Y8rWrVvN2oQODAykbdu2dnVCi0fCY8eO0bFjR6Kjo+1aiLkK+1KzZk1GjRrFv/71r0dtiuUjoaenJ506dUKhUJhsm5GRQWZmplWGVWFfWrduTbVq1Uy2KygoICkp6fEaCS2hd+/eeHp62n1iW4X9WLFiBePHj6ewsNBksIO1WDwSajQaYmNjzSoXJpFIMBgMVhlWhX1JSkoy6ylVXPrMnt+jxSPh2bNnadmyJVFRUbRo0aLCtjqdDolEUm74fxWPjoYNG9K7d29++OGHCtsZDAYMBgMymcymRSvvx+IABkvuDAcHu+ktVVFJzH1KSaVSuytpWDwSCiHMviOK95eqzo4fP8z9Hnfv3s20adO4cOGCWYUtrcHqkdAcUlNT0el0ll6iin8Ac79HlUrFnTt30Ov1drPF4nH2xo0bhIWFcebMGZNtv/zyy8diH6qKh+nbty8zZsww2a5z584cPHiwpH60PbB4JNTr9SQmJpq1Om7UqJFVRlVhf9LS0sxaHfv7+9O1a1e72mJVAMORI0do3LixybZz585l5syZVhlWhX1ZvHgxb7/9tsl2586dY9y4cWYd01qLXTerR40aRXp6Ovv377fXJaqwMzt37mTAgAEkJycTFBRkl2tYPBKmpqYyatQoLl++bLLtyJEjee6556yxqwo788knnzB//nyT7erVq8cXX3xh1zmhxSPh3bt3qVGjBvv37+fJJ5+0l11V2JlOnTpRu3Ztli1b9qhNsXxh4u3tzcyZM80SyTl48CC5ubkMHjzYKuP+CdRqNTt37iQ9PZ3u3btTu3btR23SP8KUKVPMyj1OSEhg586djBkzxm77hHZR7y9m/PjxolOnTva8RKW4efOmiIiIEICQSCQCEJ999tmjNuuxYt++fQIQd+7csds1LJ4TKpVK5syZw927d022bdq0KW3atLH4xvinmDx5Mo6Ojly5cgWlUskHH3zAJ598QlRU1KM2ze5s2bKFPXv2mGzn5+dHnz597BZBA1bMCZOTkwkJCWHnzp3069fPXnZZTHZ2NocPHyYqKoq7d++i1+vx8fGhWbNmtG/fnvr165dqr1QqcXNz45dffmHSpEmAcQ80MDCQqVOn8vnnnz+KX+Mf48knnyQgIIDVq1c/alMsnxMqFAoGDhxolsZMUlISBQUFdhVZvHHjBt9+O4vfV62ioLAAL1dfqvnWRSZ1IEt1mtmzZyOEoF3b9rz2+quMGDECiUSCg4MDTk5OZGVllfSlUqkoLCy060rwcaFDhw5mzfGKj+1q165tv9HQbg96IcSkSZNEq1at7NK3TqcTs2bNEnInuQjwChWTu30htr4aI05/YhBnPhUl/w69nyu+HbFRtKn1pABE7959RHx8vBBCiAkTJgh3d3exYMECceDAAdGnTx8hl8tFbGysXWz+b+Tw4cMCEFevXrXbNSweCXU6HZcvX6Z69eomV1fOzs5mpQFYilarZdzYcaxbv47RbV9javcvUTi5lNnWVe5O9wZP0b3BUxy5sYuvdrxIyxatOPDnfn766Sdyc3OZPHkyQgjCwsLYtGmTWWHv/+3ExMQgkUioUaNGhe0cHBxwc3Ozqy0WzwmzsrLw8fFhw4YNZmmZ2IMJE55n5YoVfD18Hd0ih1r02cz8VKYsf5IMdSIXL10gPDyc5ORkMjMzqVev3v9MDOSAAQNwdHRk8+bNj9oUy09MpFIp3t7ej+zL2rhxI8uWLeXDgYssdkAAH7cA5o8/gFTnRNs2bcnIyCA4OJiGDRv+zzgggLu7Oy4uZT89/mnsenb8/vvvc+jQIY4dO2aT/lQqFTUiatDQvyPfjthYqXDzozd38+qqfoSFhnH23NkqMc9yOH/+PN26dSvRpbQHdo3bLiwstGn0xZo1a0jLSOPVnt9VOt+hY52+tK3Vk9SUdPr17W+W3uL/IgaDgezsbLsGJ1vshCqVCldXV9auXWuy7VtvvcWmTZusMqwsFv26mA51+hDmYxtVh6dbT0OjK+Ts2Si+/vprm/T538IzzzzD0KGmpzORkZGcP3+eevXq2c0Wq+aEKpXKrJEjNDTUZsZrNBqios7QvlZfm/QH0K5mT6QSKe1r9eGLL74gPj7eZn0/7hQL4JvC2dmZpk2b2nX+aLETOjk5ceXKFQYOHGiy7bJly5g4caJVhj1IdHQ0Gq2G+sEVp5lagsLJhRr+DfBzD8bJQfE/lZD1ww8/sHDhQpPtYmNjGTBgANeuXbObLVaNhA0aNDBLGu769escOHDAKsMepPhkw8/NtoGVPq4BqDT59Gn4DL8t+99RDwsPDyciIsJkO6VSyc6dO+0q52KxEwoh6N27N3/88YfJtoMGDeLTTz+1xq6HKE6g1xlsO0HWG/TIpDJa1+hOXHysWVUJ/j8wc+ZMs8L7g4KCmDNnjslN7cpgsRNKJBL27t1LQkKCybbt27dn3LhxVhn2IMV3bXzGTZv0V0x85k2CPSOoF9wcgIsXL9q0/8eVy5cvc+rUKZPtfHx8mDZtWkk1KHtg1RbNwoUL6dSpk8l2R44cYe7cudZc4iGqVauGj7cv0UmnbdIfQFpuEml5SdQPaYm7wgugpCDk/3eef/55s1T5s7Ky+Oabb4iNjbWbLVY54UsvvfRQaFRZHDhwwGZbHxKJhD59erMnerXNxHl2X1qFo8yJlhFd0OiMKaz/K7WZu3XrZtbiMjMzk/fff5+YmBi72WKVE/7rX//i9GnTI1Ljxo1tGto/ZeoU4tJucvTmrkr3pdGp2XB6Hj0bjsTL1Y+YtCsA1K1bt9J9/zewY8cOlixZYrKdu7s7o0ePtuuJklXHdgqFgu+++47p06fbw6ZyEULQrVt3blyIYc2Uy7jKrc95mHvgA1YcncXKSWepHdiIhX99xtqz/yYrO8tu6lOPEy+99BKXLl3ixIkTj9oU60bCsWPHmrUJnZCQYNNfUiKRsGTJYnLU6Xy+9Xn0Buv0UY7e3M3yIzN5scvH1A5shN6gZ+el3xg8ZPD/hAOCMai1b1/TG/9qtZojR47YdYvGrgEMM2fOZNasWWYV3rGETZs2MXz4cJ6MHM7Hg5fgIjc/3m3/lfV8vGkcbWv1YtbIjTjIHNl3eR3vbxjJ8ePHadeunU1t/W8nMTGRsLAwdu3aZZbTWoNVI+Hhw4eJi4sz2c7T09MuS/unnnqKxYsX8+e1TYyY15CjN3eb1FROyUngw43P8N76EXSNHMrMEetxkDmSrUxn1p6XGThwEG3btrW5rY8rN2/eNGte7+joSHh4+OOV6ATGWrkffvjhIy+mPX/+fKZPm45BGKjuV5/ejUbTILQ1Eb71cJA6kKlM5WpyFMdv/cHh69txlXvwVt+f6dvkGSQSCYXaAl5fPYBbmee4En3Frnthjxsvv/wyhw8ftnstY3OwKoqzRo0aeHh4mNVWWCCqaSlTpkwhNTWVTz/9FCEEq47/QL66dOiYTCKjblAz3u43m75NxpYsZlJyEvhw8xiu3TvDH3v++J9yQDCqbYWGhprVtnicstf3aNc54U8//cSMGTNQKpX2ugQAP/74I++8/Q7hPnUY0/YNgjzDEQjcFd7UDmyMwtG5pK1Sncf2c0v55dBHuHu6sX7DOrPKa/2vkpGRgZ+fH5s2bTIr9MsarBoJtVotUqnUpCC6RCKxa/2LYl577TW6d+/OSy9O5MvtLxLqW4P2NfpQP6Ql2ao09AY98Zm3uJp0hsM3t1OoVTF+/LP88MP3ZtVt/v+IXq/HYDDg6OhYYbtivWq7fo/WpOgFBgaKL774wmS7nJycfzR90mAwiBMnTogXX3xRRNZvUCLtAQhnhbNo17a9+Oijj0RcXNw/ZtPjyptvvinq1q1rsp1erxexsbFCqVTazRarRkKpVGrWneHh4WH23NEWSCQS2rZtW7LKValUZGdnI5PJ8PX1/Z9KZDKFud+hVCq1fwqsNZ577949kZeXZ7Ld5s2bxRNPPGHNJaqwMzk5OSIlJcVkO5VKJTp06CD27t1rN1usGhoCAwPNapeamsqRI0esuUQVdsaSp9SxY8dITU21my1WbVYPGTLELJXP7t27s3LlSmsuUYWd+eWXXxg0aJDJdk5OTqxatYoOHTrYzRarRsKLFy/SsGFDk+1q1679PyM6+d9GUlKSWRvVMpmMMWPG2NUWq0bCOXPmMHr0aJPtoqKiePfdd+1aiKUK6xg5cqRZTzODwcC7775r1hGftdh1s3r58uU8++yzqNXq/5lg0f9vFBdXXLRoES+88IJdrmHVSDhz5ky2bdtmsl29evWYOnXq/0x41H8T+/fv5+OPPzbZTiKRMGXKFCIjI+1mi1UjYWRkJP369eP777+3h01V/AP861//4scff7TrqtdcrBoJx48fb1aiU1JSEtu3b68qsvgY0qZNG7OFCXbs2GGWRrnV2G0HUgixdu1aAYicnBx7XqYKO+Po6Cjmzp1rt/6tGgn//PNPs5b3Xl5eNGnSpGpO+Bhy8+ZNtm/fblbbpk2b4uPjYzdbrJoTNm/enA4dOtgsp7iKf54ffviBzz77zK6FE83FqpGwQYMGhIWFmWyn1WrJysqyWZ5wFbYjKCiIpk2bmtU2OzubwsJC+xljtwe9EGLr1q0CMOugvIrHFw8PD/H999/brX+rRsLMzEyzhvHiuWDVSPj4UVBQYPb2jEQiset3aNWcsH379jRo0IDFixdX2E6r1ZYUpymO0K3i8WDevHm89tpraDQak23z8vKQy+V2O/WyOqjVnDvD0dHRZPh4FY8GS0Y3u1X3LMaaZ3hhYaHQaDQm2x05ckRERkaKpKQkay5ThR3RarWioKDArLadOnUSv/zyi91ssWokNDcRWqVScfXqVbOG/Cr+WRwcHMxOd7h586ZdxUOtmqiNGzeON954w2S75s2bs2vXrqoaIY8hGzZsoE6dOmY9kn///XdGjRplN1usGgmTkpLMihH08/Ozm35JFZUjLy+PW7dumZXs1L17d7vaYtVIOGvWLGbMmGGy3c2bN5k4cSIpKSnWXKYKO9K7d2/2799v1pHq+++/z9atW+1mi12DWo8cOcITTzzBtWvX7FqMpQr7Ur16dcaOHcuXX35pl/6tGgn//e9/M3v2bJPtwsPD+eCDD+x6+F2FdZw4cYIJEyaYtWicPn06Xbp0sZstVo2E/fv3x8nJ6bEoU1qFdaxZs4bRo0eTn5//yCvdWzUSPvPMM4wcOdJku/T0dJYvX15SCKeKx4dGjRrx6aefmrVNs2XLFqKiouxmi13nhKdPn6ZNmzacP3/e7IiNKh4/6tWrx6BBg5g1a5Zd+rdqi+bAgQPodDp69+5dYTsPDw+6dOlSqeJ8QghiY2OJjY1Fp9Ph4uJidlkze5Cens7NmzfRaDTI5XLq1q37XznnvXv3LgcOHGDs2LEmDx/atm1r14pOVh3bDR06VPTt29dWpzYPodPpxLZt20T/AQOEl7d3ibLW/f+q16wpXnnlFXH16lW72SGEUenr2LFjYvyzz4qQsLAybQmrVk1MmDBBnD592q622JJNmzYJQKSnpz9qU6w7tmvatKlZQY4ajYaEhARCQkJQKBRm9b1z506mTJtGfGwsLhERKNq0ITg8HEd/fyRSKQa1GnVSEllxcfyydCk///wz/fr3Z/68eTZXjzp79iwvTZzI2agoFH5+KBo1IrB7d5wCA5E4OiK0WjT37pEXF8fqbdtYunQpbdu149eFC+1WJd1WBAQE0KNHD5Mak2AUT5fL5fj5+dnFFrvOCS9dukSTJk04ceKESVFylUrF5MmTWbFiBW6RkXj16YPChFMJnY788+fJ3rULB62WuXPm8Oyzz1baboPBwOeff84XX36JIiQEz759calXD0kF4WjCYEAVHU327t1o09L4/LPPeO+99+yaXxMXF8cff/xBVFQUFy5eJDc/H0cHByLCw2ndujUdOnSga9euZjlaRTRr1ownnnjCrG05a7D62E6n05kceYrVXE35eX5+Pr369OH0mTMEjBqFe5s2Zn15EgcH3Fu1wqVhQzI2b+a5554jJSWFd955x6Lf5370ej0TJkxgxcqV+PTqhXfPnkjM+BIlUimujRrhUr8+GX/8wYwZM4iNjWX+/Pk2d8QjR44w89tv2bVzJwJwDg5GFhSE1MsLoddz+8YN/vjzT7RKJeEREUyfOpXp06eXmpvn5+eTkJBArVq1TIbb2VvX0aqRcMyYMdy7d48///yz0gYYDAZ69+nDX0eOEDRxIorq1a3qRwhB5u7dZO3bx9KlS3nuuees6ufVV19l9pw5BDzzDO4trC/wnXvyJKlr1jBjxgy++uorq/u5n/z8fN555x3mz5+Pc2gobh064N6iBdIypjpCCNRxceQePUr+uXNUj4hgxfLlJepau3fvpl+/fiQkJJgtoG4vrNonlMvlNgtWnTdvHvv37cN74ECEwUDB7dto7t1DWCiiJJFI8OnbF/c2bZg2fbpVydr79+/n559/xnfQINyaNkWfn48uLw+DFaFoHm3b4tO/P19//TXHjh2z+PMPkpCQQMtWrVi4ZAl+Tz1F8Ouv4+jvT+7JkyivXkU8EA0jkUhQREQQMGYMYW+9xT2DgU6dOvHLL78AxtFNoVD8I5riprDrnDAmJoaOHTuyadMm2rdvX+q93NxcZs+ezceffIIB4AGnkzg6Ig8Lw61FCzxatSrzbi8LQ2EhibNm8USrVuzbs8dsWwsLC6kWEUGWRoPMwwNNcjJCqy1539HfH3lYGK6NG+PWuDESMx5RwmAgec4cgmUyrkZHW3zj6nQ6duzYwbZt2/h9zRrUGg0SicR4bYkEQ0EBMgcH9DodLjVqEDRxYrl/J2EwkL5lCzmHD7NgwQKz1RfAeEJWv359u8m+2PVhL4Tg3r17qNXqkte0Wi3ffPMN38yciaqgAJf69XGuXRt5eDgORcqhutxc1PHxFMbEkL55Mxk7duDdrRvePXqYnJ9JFQq8+vdn/4oVXLp0yaxV6pEjRxj/3HOkpaYi8/DAyd8f9xYtcPDxQSKRoFepUCckUBgbS8ry5aS7u+PVvTtenTtXuFiRSKX4PvUUt7//nu3bt/PUU0+Z9XfTaDT88MMP/Pjzz6QkJ+Pk54dTgwa4BgUhdXIyrspTU9HGx1OYnIy7hwcF8fFk7t2LXznClxKpFL+hQ0EIpkydSqtWrWhh5nQjMzOT7Oxss9pag1Uj4auvvsqNGzfYvXt3he0KCws5f/48kZGReHp6cu3aNUaOGsWlS5fw7NIFr86dcfDyqrAPXXY22X//TfahQzgFBxM0bhxOJuSKhV5PwhdfMGH06Ao1+AoLC3n//ff56aefcAoLw7tnT1wbNKjQ0dXJyeT8/Te5J08ir1aNwDFjcAoIqNCe5NmzaRURwV9mzKHPnj3LuPHjuXbtGm6tW+PZqRPyCuZsmtRUco4eJe/4cQQQMnEizhUIkwq9nuSffiJAJiMvL48zZ85Q3cQ8/PLlyzg7O1OrVi2T9luDVU744osvcuXKFY4fP272Z86dO0f3Hj1Qy+X4jh6NIjzcomsWxseTsmoV+vx8QidPRm4i+T5tyxZcb98mMT6+zPeVSiX9Bw7kyJEjePXti1eXLhWOag9ScOcOqatXo1cqCZk0qcLtpJxjx8jYuJHc3NwKgwW2bdvG8KefxjEwEN+RIyt0vgfRpKWRuno1hXfvEjByJB4VbImpExOJ/+47wBjz+ajVdK1amHz00UcsW7bMZLuMjAyefvppdu3axZM9e6JxcyNo+nSLHRBAER5O2Cuv4OjrS+Ivv6A1UfpUUa0aSQkJZVYY1ev1DBk6lKPHjxM0aRLe3bpZ5IAAzjVqEPb66zgFBJC0YAGaCgJ3FRERGAyGCvV79u7dy7Dhw1E0aEDwK69Y5IAATv7+hE6fjkf79qSuWUNeBQEH8tBQXOvXp3bt2matjD/99FN+/vlni+yxBKucMCIiwqwg1cLCQjZs2MCMDz5AJQSBEyciq8Q5sszFhZCJE5E6OpK6Zk2FK7viL/Hy5csPvffDDz+wf/9+AiZMwLkSjxiZszPBEycic3MjZdWqclf0TkFBSKRSLl26VOb7aWlpjBozBnnt2gSMHWvWoqcsJFIp/sOG4d6qFanr1qGtoMSvR6dO3Lp1i5s3b5rs99ChQ5w8edIqm8zBKidcsGABr7/+usl2np6ejBgxggvnz+P79NPIbBC3JnN1JWDkSApu3iTv1Kly2xWvEvPz80u9fuPGDT748EO8unTBpW7dytvj7EzgmDGoExLI/uuvMttIZDIc5PKHbClm6rRp5KvV+I8ebdbGeEVIpFL8hw833hhr1jy0dVNid9FcfNeuXSb7nDJlil3F06265S5dumRWfRJXV1fOnj+Pe9OmuNSvb82lysSlfn1cmzQh688/yz1dKf7jJyUlce7cORQKBTVr1uTbb79F6uqKjw0TsBQREXh27EjWwYN4du6M9L6tGENhIaobN9Cp1Sxbtoyt27cjk8kIDw2lRYsW+Pn5sWH9egLGjMHBRknmUrmcgKefJmnBAgpu3sSlrKdWkXDp2bNnH3hZR3p6OjqdDldXV7y9vRkxYoRN7CoPq5xw+PDhZtW12LNnD7du3CBk2jRrLlMhnk88QdLcuRTcuoVLnTolr6uTksg9fhzl1asATJo0qeQ9adERonfv3khtLGnh2bkzOUeOkH/+PB6tW6NJTSX70CHyzpxBaDRIXVy4q9cTm58PQnDmzh1Wr1uHXqNB5uZWqdOZsnCuVw+n4GByjh4t0wkdvL1xCgwkPz+fK1eusHjxYg4fOcLFixfR3LelFhAURLWwMNq1a8fXX3+Nm5ubTe0EK52wa9euZrXbtm0bMg+PSs27ysO5Vi0cvL1RRUfjUqcOmnv3SNu4kYJbt5C5u+PaqBHy8HBjxIuDA0KrJffUKfJOnapw5WgtTv7+KGrVIv/8efS5uWT+8QdSZ2e8unbFo21bHLy9HxqxDVotdz76CI/27Sv9GH4QiUSCR/v2pG/ejKGw8KFNbAcPD6Surpw8fZpGjRoh9/TEsXZtPPr2xdHXF2QyDIWFaJKSuHL3LmfmzmXpb7/x8rRpfPzxxzg7O5dzZcuxygn/+usvYmJieP755ytsd/7iRRQ1atglkkQikSCvVo3C+HiyDhwgY9cuHHx8CBg1CtemTZGVcXKgvHwZBx8fHOwUEOtcowbZhw6hunoVry5d8Onbt8IRV5eVhVCr7XKTgvFGRQjUiYmlriH0etK3b6cwJgaDvz+B48eXfwrUvDkA2qwsco4eZdb337N+wwZWrlhBu3btbGKnVU64fft2du3aZdIJr0ZHI7eRoWXh6OuL8tIlCm/fRuLkhC49ndQ1a2DNGhx8fVGEheFSvz5uLVogdXJCnZho8daHJchDQxFaLYETJuDepInJ9urEROPnzBActYbiuEd1QkKJEwq9nnvLl6MsWqn7jx6NsxlR047e3vgNGIBH69Ykr1lD5y5d2LRxIwMGDKi0nVY5YbNmzcxSYFAplXiYeeZrCdrMTDK2bSP/4kUkMhnO9esbH73+/khkMgwaDeqkJNRxcaSuW0f6tm14dOiAXqUyPmrshLRoviQPDjarvUGpBJnMJrsGZSEp6luvUgGgUypJXrQIdWwsjn5+6PPySF29GgdPT+RhYcirVcO1QQOkFYT7OwUGEjxtGinLl/PUsGHs37ePzp07V8pOq5xw3LhxjBs3zmQ7qYMD2FBcUQhB7vHjpG/bhszZGb+nnjIZ3KDNyCDn2DFy/v4bJBKTx4SVNND4X70e1fXrqBMSUCclYSgoMF7b3R15eDjyatWQh4Xxj8SvSCTo8/NJXbOG3Kgo0Olw9PVFHhaGrOim0eXkkH/xItl//YVUocC9dWu8u3cv928lcXAgcPx47i1YwJhnniH6ypVK1bW2ygnj4+NJT0+nedF8oTyCg4PJzMiwyrAHEUIYo0D+/huPdu3wGzzYrMgaR19f/AYOxKNtW1JWrUIVHU3+hQu42SH7r/jxmjBnDgalEolcjjwkxPhlC0FhQgK5p0+DwYBTUBDyatVAr0evVNplNDRotehycsg9eRKZmxs+vXoZF0nlOIw2M5Pc48fJOX6cvNOn8Rs6FPfWrcuc00scHPAbNYrEWbN45513SkLErMGqs+MPP/yQVatWcefOnQrbjR07li3HjhH8yitWG1hMxs6dZO3fj//w4Xh27GhVH0KvJ2XlSvIvXiT4pZdwtdHepRCCvJMnSdu4EWQyPNq2xaNt25KTkvsxaLUUxsSQc+wYyqLTHL/Bg/Gq5CPtQQwaDUkLFlAYE4Nnly749utn9raUXqUiffNm8s6cwb1NGwJGjCh39Z7155/k/PEH8XFxBAUFWWWrVScmHh4eZsm9dejQgYL4eHR5edZcpgTVzZtk7d+P74ABVjsgGOdIgWPH4ly3LqmrVqFXKitlFxjzXFJ++43UtWtxa96c6p98gv/QochDQso8j5Y6OuJSrx7BEyZQ7e23cQoOJn3LFrL//rvSttxv072lS1HHxxM8aRL+Q4ZYtC8qc3Eh8JlnCHzmGfLOnCF13bpyj0g92rdHSCQsWrTIanvtGtSamppKYFAQPv364dOjh1V9GNRq4r79Fgdvb0KnTrU40KAsdDk5xH37LS6RkQSNHWt1P0Kv596yZaiuXSNw7FirHvFCrydjxw6y//oLvyFD8LKB5kvGrl1kHThAyMSJZZ+WWEBeVBQpK1fi//TTeJZzQJGyahXV1GouX7xo1TXsqmbu5+cHQpD3999Wjzp5UVHosrIIGDnSJg4I4ODpiW///uRHRaGphAJp5p49KKOjCXr+eavnmBKZDN9Bg/Dq1o30LVtQ3bpltT1Ayb6pT69elXZAAPeWLY2b3tu2lRu5pKhenWtXr1pd68Sqb/Wrr74yKwRIIpFw6NAh5EDGli0WX0cIQc7Ro7g2bIiTjdVe3Vu1QuriQq6V+R+FcXHGL7t3b1wrWYZVIpHgO2AAipo1SV29GsN9x2aWkrFzJ06BgXhb+eQpC79Bg5AqFGSWky4hDw1Fr9MRHR1tVf9WDy3m7BNKJBI6d+7MnNmzyT1zhmwzgh7uR5uWhiYpyS7HbFInJ9xbtiTfjBp9ZZG+dStOwcF4P/mkTeyRSKUEjh6NPjeX7EOHrOpDk5ZGwfXreHXrZtNjQKlCgWenTuSfO1ey51jq/aKVvbUlyqxywqlTp3KqgjCq++nduzfe3t68/vrrpG/cSNbBg2ZneKmLoqIVdtJBUdSogS472+KFkzopicKYGHzMyHmxBEc/P9xatiTn2DGLsw0B8k6fRqpQ4Nasmc1sKsajbVuEXl/2TVv0fVqbZG+VE3p7e5stuXHw4EESExP5/vvveffdd8nYto2UhQvRmiEXp05MxMHb224nCsXHZfeWLEGXm2v254r33VztIPXh2bEj+pwcck6csOhz2owMco8dQ1GzZqlQMlvh4O6OPDiYwri4h97TFX2XASZybcrDKidcs2YN/fv3N6vtwoUL6dq1KxKJhG+++YZdu3bhlpND/L/+RcqqVRTcvo0ooyi30OnQpKYirUQktimKTwzUycnEff01aVu2oKmg1JahsNCYVHTypFEWxMaRL2C8MaQuLqRv3Ejahg2ok5MrbK9NTyd92zYSZ81CqNVWpU6YbVt4eMnT6X7UCQm4uLpS18ogYatOTBITE80KagUeUkLo27cv165e5ddff2X23LnEzZmD1MEB55AQhJsbEoD8fAqSkjDodMhDQqwx0TyKHiP+Q4eiSU0l9+RJcg4dMoafVa+OrCj8Sq9SYUhORpWUBAYDEqkUuZ2+bIlEgqJaNePIduaMMR4wJARZWBhO96d8pqSgT0pCGR+Pu4cHr0ybxg8//ICDt7dd7AJjDKL+ypWHXi+8dYtWrVtbXTrOKifs27cvIWY6x7/+9S+6detWKvnd09OTt956izfeeINTp05x5swZzp49S2ZmJkIIfH19ad68OWfPnmX1pk0IIewSDqYryqV19PPDo21bvLp2Je6LL2jTsCGOcjlJycno9Xo8PTxo2asXLVu2pE2bNrRq1cqugRCOfn7ocnJwcnOjTdu2RNavz4lTp7i5fz9qtRpHR0dq1qpFuyefpEuXLjz99NM4Ojryww8/gD0LnEsk/zkfL0KTloby2jWef+89q7u1ygkbNGhAgwYNzGr79ddf4+zs/JACAxgFk9q1a1duXNrmzZtZtmwZ+pwcuwQeqBMSgP8kReUePw4GA+vWrSu3nnNC0Weww6O4BKkUfX4+QqVizuzZNDEjLEwIgZNcXubq1VbolcqHzuuzDxzA09vbLPno8rBq/Dxx4gSffPKJWW3HjRtntsM+SOvWrQHjsZ09KLh5E8fAQKQKBerkZDL37OGF55+vsKB4cbFBQ0GBXWwC49xTr1TywYwZZjkgGB/jTZo0QVN8k9gBTWIiTvc9AVXXr5N78iRff/WV2fqTZWGVE545c4aZM2ea1XbevHkmZYXLIywsjC7duqG0cKVoDnqlkvwLF/Bo1Qq9Usm9ZcuQyGQsXbaMhQsXlvs5T09PgkJCSiJm7IE6Ph4/Hx8+/PBDiz7Xtk0btHFxdhE5EjodhfHxJXNhbVYWGWvX0qVbt1J5PNZglRM2atTIZFR1MX///bfJaJuKeHnaNJQxMRTExFjdR1lkHz6MMBhwiYwkce5cDCoVoa++ikubNkyaNMk4vyqHNq1aoS1H2aGyGNRqNPfu4ePjw969e806FCjmqaeeojAtjcLbt21uV/6FCwi1GrcmTdCmp5Myfz6BHh78vnJlpWtZW/Xprl27Mm/ePLPaDhs2jDVr1lhzGQCGDBlCqzZtyFi3ziqJtrJQJyWRtX8/LvXqkTh3LnqVitBp01CEhuI/bBjePXrw5ptvsmnTpjI/P2jQIJS3bplUgbCGvHPnQAji8vMZOHAgkQ0amC0t161bN2rVqWMM4LUhwmAg+++/ca5Th4Jbt4j79lskKhVrVq82e4FaEVY5YXx8vFlJ0wC1atXCqxKLCplMxvJlyzBkZZG+cWOlHzV6lYp7K1YgkclQRUfj2qCBMaSqKBZOIpHg068f7k2a8NKkSWWWWB09ejRu7u7kWHgMaQphMJBz5AguDRoQ9vbbhL32GokaDZ06dWLGjBkmK3JKJBI+/fhj8i9dKolVtAW5x4+jjotDl5VF2vr1KGrVQu/oSK/evdm3b1+l+7fKCffu3Uv//v3NcogTJ04wZcoUay5TQmRkJL/++iu5p06Rtn59uaoCptDn55M4bx7a1FTk4eGETJlC4NixD53ISCQSfIcPJ7+wkHffffehflxcXHjtlVfIPXzY5GayJeQeO4YmMRHvbt0AY1J98PTpePfrx9fffMOLL75o0hGfeeYZ+vbrR+aGDSVbUJVBk5JCelHwiWNAACFTpxI6aRKh77wD4eH0HzCAvXv3VuoaVsUTbt68mQ8//JBLly6ZnA8UFhYik8lsouy6ZMkSXnrpJRTVquE3apRJibj7UV6+TOratQidjsBx43A1Y8WedeAAuXv3kpSY+JByfWFhIc2aNydepSJo2rRKJ9NrUlOJnzULRz8/wl577aFko7wzZ0j5/Xc++vBDPv/88wr7Sk5OplXr1mQZDAROmmR1iqsmNZXEuXNBIiHkpZceylQUOh0pS5diiI0l+soVIiIirLqOVSPh0KFDuXLlilkT0jp16pRZHVIIwbx584iMjMTHx4fhw4ebFOd5/vnnOXz4MMEODiR+/z2pa9dSWMECQRgMKC9fJnH+fJIXL0afn49jYCCOZpZC8GjbFoMQZSqQKRQKVq1ciT41ldTlyzHcp+pqKdr0dJJ++QWpszOajAwS5817KP7SvVUrfPr04auvvuL06dMV9hccHMzBP//ESyIh+eefUV67ZpE9Qgjyzp4l4ccfkTo7E/7662WmykocHAgYNw69XM7zL7xg9VTJqpFQq9VSUFCAu7u7yZOMiIgInn322Yfu3h9++IE333yT0aNHU79+fZYtW0ZBQQFXrlwxWSEpPT2dJ598kouXL4PBgMzTE0VxrRMHB+MKMykJdUIChsJC5NWqGXM4HBzI2L4dfW6uMZC0UyeTv2vywoU8Ub06u8uZA+/du5eBgwbhEBKC3+jRFsc9Kq9eJXX1aqRyOaHTpqHLyyNpwQIc/fwInTq11AhbLHBZw9OTSxcvmvzbJyQkMPSppzhz+jRuzZvj1a1bqbNlQ2EhEgeHkqR3IQSFMTFk/fknquhokEhwCgkh+LnnKrxxldeukbxgAZs2bWLo0KEW/f5gpROuXLmScePGUVBQYHKTMj09HWdn51LikEIIgoODGTRoUMmeXGJiIjVq1OC7777jlQoSo/Ly8ujZqxdR58/jPWQIMjc3CmNiUCckoMvMROj1SBwdjdlsRcnvpf7wajUZO3aQc+QI3j174tuvX4X2Z+zahfT8edJSUsr90o8fP06vPn1QqlR49+qFZ/v2JcER5aG5d4+sAwfIO3MGl/r1SwkiFcbHkzh7Nh4dOuA/ZEipz6lu3SJp7lwOHDhgsiL7wYMH6duvH8LFBb1Ohz43F3loKIqaNZGHhZG6ejWeTzyBU0gI6vh4Cm7dQpuaiqO/P779+uHg7U3KypUY1GpCp04tWbyVhSVqtA9i1bFd8WPY1CQZKLMKkEajISUlpVSBndDQUMLDw4mNjS23L4PBwFPDh3P2wgWCJk9GUTQHcWvY0Hzb5XL8hw3DwcuLjB07kLm74/XEE+W2dwoKIiUtjby8vHJza/Pz88nPzcW5Th2y9u4la+9eXBs2RFGjhjG/19UVIQS6rCzU8fGobt6k8PZtZG5uBIwciXvbtqUcXBEejk/fvmRs345bkyY416xZ8p5zrVo4h4Qwd968Cp3w8uXLDBg4EIfq1QmcMMG4G3D1KnnnzqG6do2cw4cBjP+VSHAKDERRvTr+w4bhXKdOiT1hr75K4vz5JP7yC+FvvFFuuqhbhw4cWrmS27dvWywrbNVIqFarKSgowNPT0+QjYejQoXTr1u2h0a1Fixa4urqyb98+FAoF+/bto1evXqxfv57hw4eX2dfcuXOZPn06IZMm2URqLm3jRnJPniT8rbfK1Z3Ov3SJe0uWkJqaWm6GYfsOHbiYkkLw9OkYlEpyT50i/8IFNElJD4WpSV1cUFSrhnvr1rg1aVKuIKYwGEj44Qdk7u6EPHAikbl3L9pjx8jJykIikZCbm0teXh4ymQyfIrH3Vq1bczMtjeBXXilTUcGgVqPNzETq5ITM3b1izZzcXOJnzUJRowZBEyaU+Z3rVSrufPABK1asYKyFyWNWjYRyudxkZchioqOjqXOfdFsx3333Hf369SMiIoIaNWpw6tQpAoOCeP3NNxnzzDPo9Xpc3dxo3LgxbYtKZL39zjt4duxoM61D34EDUV2/TuratYS9/HKZbYoDAn7++Wdu376NSqXCwcGBiIgIWrVqhZeXFyeOHy/5cmRubnh374539+4IvR5Naqpx7iWVInNzK6kIYAqJVIpnly6k/v47mrS0UnNNp+BgMnNy6Nu3L1euXiXhvkBTRycn/Pz8SL53j7BXXy1X0kMql5stV+Lg4YH/8OHcW7YM5YULZUZuy1xccPb3JyoqymIntGok3LdvH2+++SZHjhwxKf+wd+9eQkJCaNSoUZnvvfzyy8ZVsVSKc/XqOIWHG78oqRS9SoUmMRFdQgKFGRlInJyo8dlnZtc0MQfl5cskL15M2OuvlxI/16SkkH34MHknTyJ0OhxdXY1zIrkc9HoMGRkUFMnxylxcqP755zYPcjVotdz9+GO8unfHp2dPhF5P1sGDZB88iEGlwrlGDeQREcZAWGdnMBjQpKeTuXs37i1bEmBC3DL+3//Gq3Nn3Fu2NMuexPnzMajVhL/2WpnvJy9YQK/IyHJPmsrDqpEwLy+PS5cuoSsjIvpBevXq9dBrBoOBuXPn8s6774KLC76DB+PeunW5etYGrZa7n35abgmtyuDSoAEO3t7kHDmCYswY4xe9fz+Ze/cic3XFq3t33Fu2NK68HxjB9EolCXPm4Ojra5coa6mjY0k0szo5mdTff0edlIRnhw7GBUUZUwjDuXMIjQbPCua5xWju3bMoFdezUyfuLVlCYXx8mRHcQiZDa8VWlVVO2L59e7Zv326WaufMmTOpXbs2w4YNA4xZei+8+CK/LVuGZ6dO+A4YUKEKFIAmKQmDSmX2HWsJEqkU95YtyT1xAl1eHsmLF6OOj8f7ySfx6dWrQhFzmasr+rw83O1Y1V4eFkZeVBSJP/+Mg6cnYa++WmG5CtXVq8hDQ8161AY995zJGiz349qwIVIXF1RXr5bphBK1usISGeVh1WZ1cHAwAwYMwMmMU4JVq1bxV5GguBCCyZMns3z5cgLHjsV/2DCTDghFWXcymd10/OTVqhmP9ObORZeRQdgrr+Dbr59ZKvoGlQqZjbSmy0Lm7o4+Px+n0FDCXnvNZPlddXy8UWjJDFwjIy2KEJdIpcjDwsrMMxFCoElOpqEFOxXFWOWEly9fZurUqWblmY4fP55uRWeha9asYdGiRfiPHGnRqKa5dw+ngACrSyuYovg0QJuVhd/TTxvzO06eJO/MGQpiYipORrdnOP191wh58UUkcjkGjQaDWl3m+bkwGNCkpJidl5O+dSsqC09T5CEhZZ6Xa9PT0SqVtGrVyqL+wMrHcVxcHPPnz+fDDz/E08S55FtvvQVASkoKU6ZNw715c9yaN0cZHW2c6yQmluj3ydzckIeFoahWDUXNmiWyHwat1qwR0xqEwUBh8d6kXk/K0qUPN5JIkIeG4tG+Pe4tW5ayRebqalG6qKWoExORODiQtGgR6oQERPENIZMhDw5GHh6OW9OmONepY9wOEsK4SDGD3FOnkLm5WbTbIHV2RpQRUpd35gwurq50MuMU6kGscsJatWrx7rvvmvX8P3DgAJ6enmzevBllQQGurq7c/fRTDCoVUhcX42auhwcIgS47G+WVKwiNBgdvbzw6dMCzY0ckUqnVkTMVURgbS+qaNcaRNigI9zZtUFSrhlNwMFK5HKHXo01LQ52QgPLyZdI2bCBj+3Z8Bw/Go2iDubzHU2UpuHOHjB07KIyJQerqatz66dEDx6JsOr1SiToxkYJbt8g9fhxHf3+8ijavzU2c93riCeQWBh0Ivf6hRZjQ6VCdPMkLzz5bkv5gCXZV5QJo06YNjRo1Yt369agKC5E4OeHRpg0e7drhGBDw0IpTGAyo4+PJOXaM/HPnkLm64ly7NsroaGp8+aVNsu6EEGT+8QdZ+/YhDwvDb+hQFNWrm+xbm5VF5h9/kHfqFC716xM4bhzZhw6Rc+QINT77zCbTBYNWS+auXWQfOoQ8NBSv7t2Nm9rlrL6FEBTeuUP2oUMoL15E4uCAR/v2+JtZUdRS7q1YgS4zk7BXXy15LWPXLvL++otLFy9S34o9XKv+avfu3ePAgQMMHjzY5Ao5MjKSgwcPoszPx71NG/yGDEFWweNCIpWiiIhAERGBT58+xjptZ84AxnlHZYWRhBCkrV9P7vHj+PTti/eTT5q9veLo7U3g6NG4NWtGyqpVJM6di//TT5O1dy/5Fy5UevVuUKtJ+vVX1LGx+A4YgFfXriaVyCQSCc41a+Jcs2ZJuFruyZN4dupkcuWbf/Eijn5+FuV2q+PjSz2+C2NjyT5wgM8+/dQqBwQrFybR0dGMHTu2zKjj+9HpdOTm5REbH0/Qs88SOHp0hQ74II7e3oRMnoxvkdpD2oYN1phbiqy9e8k9fpyA0aONWzBW7O+5RkYSNn06upwcMrZuRVG7Ntl//VWpKYPQ643bQwkJhEyZgnf37hZL4bk2akT4m2/i4OlJ4rx5JoNa0zZuLFHxNwdNWhratDQURaVp1cnJpC5eTMuWLXmvEnnHVjmhl5cXHTt2NLlF8/XXX7N161aCnnvOapEeiUSCd48e+A4aRMGNG+RduGBVP2CMTsncuxfv3r3xaNPG6n7AGNgQ/MILFMbG4hQQgDox0Wo1LTAG0Bbcvk3Iiy+WCliwFAcvL0KnTQODwRjEW8FsSxERYVE+d87Ro0hdXXFt3Jj8ixe5N3cudatX54/duysVtGy3OeHFixdp2aoV7l27mgyXMgchBPcWL6bg9m0iPvjAZKhUWZ+P//57AMJff91mJxzp27aR/fffuLdqRX5UlDFhykQR6wdRJycT//33eHfrVjLqVxbl1askL1xIwKhRNpHW02ZlETdzpnEw0WjIO3eOgYMGsfy33yqVQwRWjoRqtZrY2NgKj2jefOstHP388Cnj2M4aJBIJ/iNGIIQgw0TF+bIouH0bTWIifoMH2/SIzadPH6RyOVKFAnl4OEkLF1Jw965FfWQdOICDlxc+VuZnl4VrZCRuzZuTuXdvudMEXXa2WYoNQghS164Fg4G8kyeRJyayatUqtm7ZUmkHBCudMCoqiurVq3OrHGnbmzdvsn/fPty7dbPpBrODhweeHTqQe/KkxZqCuUeP4hgYiLONq5xLi1b7eadPE/jcczgFB5M4Zw6Z+/aZtVWiy8sj//x541aUjTfjvbp0QZeZWe6GdMKcOWQfPGiyn8w9eyi4fp1G9euzevVqEuPjGTNmjM30gaxywuKLl5eY/dtvv+Ho6moXsUbPDh1Arydx9myzHVEIgerGDdybN7eLsJJbixYYVCp0mZmETJ6MV9euZO7eTfx335Fz4kSFJy7558+DwVDpOWpZyKtVwzEwkMw9e8qcG0okkgoXU8JgIH3HDrL27OGrr77i4sWLjBo1yqzjWkuw6tZr165dhRPeo8eOIa9Vyy5ijY5+fjj6+ZXMUfyHDcOtWbMKnUuXkYFBpTL7TNVS5MHBIJOhjo/HuXp1/AYMwK1xY9K3biVt7Voyt2xBERaGQ2ioMTJZCHS5uegSE1HdvYujv79dhEAlEgnOtWqRe+IEyYsWEfD006UWItVmzCj376ZJSSF9zRoKYmMZP348ixYt4q233rK5A4KVTljRFy6EIOrsWZwqUW/EFPLwcKQuLsYciOXLyfzjD7yeeAKXhg1x8PIqZZ/Q60tqH5sbxGkpEgcHnAIC0KaklLymiIhAHhqKc04Ob735JufPn+dUVBTZmZkgkeDr60ubNm04otORY6XCqTnIw8KM1aTi4oj96ivcmjXDo107FBERDz3+DWo1BTEx5B0/jvLKFWrWrMmKo0eJiYlh+fLlZqVzWIPVld/79evHrl27aPyAZK5KpSIvJ4dAExlzlcHR15fC2FjCX3+dpIUL0cbEkLFlC2kbN+Lk4YGjv79Ruk2tpjA5GX3RWafEDndxMRInp1Jpn/qCApRRUbz35pvMmDGj3M/VrFPH4pW+JRSXNAt7+WWUly6Rc+QIeWfOIJHJkDg4IHN3x8nXF5GXR8G9ewiDgQYNG/LKvHmMHz8eZ2dnatasycGDB22SO14WVjmhTqcjISEBTRkH2SXzRBvVHCkTqRQMBlQ3b6K6epWff/6ZESNGcOLECaKiorh79y5arRYXFxcaNmxIYWEhH3zwQZmyxDZDpyu16s7Yvh0nqZTJkydX+DF7zFHLQubiglf37hRcv463kxPvvvMOX331Fb5eXjRv0gR/f39atGhB69atady4cSm7AgMDCbRAaMBSrHLCOnXqcOTIEeqVUazF2dkZqVRqX/2+ggIkjo5krF1LxyeeYNq0aUilUgYPHszgwYMfan/58mU++OADtKmp5WaLVQZRFFbvVlRwUnn1KrnHjzN//nyT9V4C/f1JtbL0gjnocnJAJkOqUJC1bx+qmzfZsncvPXv2pFu3bnh5eVHTxOb46dOnmT17Nr/88gsudtAQt2q4cnNzo2PHjmWeGzs6OlKnXj376vclJKDLzcVRq2Xxr7+aVIKoX78+coWiQrWGyqBNS0Oo1cjDwym4c4fU336jd9++TJw40eRnW7dqhd7OWodOwcFkHTxI5u7dfPbZZ/Ts2RMwZjyackAwhu6tWLGizCefLbDKCRMSEhg9ejQ3btwo8/22rVujK6PUgC0QOp0xrk6vR6VS0X/gQI4fP17hZzQaDXXq1KHAhkpV95N/6RISBwfU9+6RNG8eeo0Gg15PshliSW3atKEgNdWskhqWIgwGCm7dQp+XR+auXUybNo2PPvqo5P0ZM2awePFik/00bNiQL774wuwMS0uxygnz8vJYs2ZNuQEMgwcPRpWQYJfRMP/CBYRWS8jkyYS99RbJWi1PdO7M6tWry2x/6tQpIiIiuHzpEqqYGNRJSTa1RxgM5B49itTFhYzNm3Fr0YLAceM4dPIkkQ0bsn///go/P2jQIFzc3Mi1gxptwY0b6DIz0RcU4ODiwty5c5k0aRK5RUG4e/fuNalrA8YnyYcffoizBcEnlmCVEwYEBPDNN9+Uq8I0aNAgAoOCyC7K8rcVQogSsUaXWrVwCgwkePp0XJs3Z+zYsQ+lGhoMBsaOHUvNmjW5evUqgUFBZOzYYVM53dxjx9BlZyORSgmeOJHA0aNxb96c0LffRoSE0K9//wql09zd3Znw7LMoT5xAb8N5tBCCrAMHkHl4UP2TT4j47DP8hg1j6fLlNGjYkHPnzvHyyy8z5AGZkbKIjY1l4cKFqOwkym6VE/r6+vLuu++WKzDu4ODAu++8Q96pUzaV+c07eRJ1XBze98lfSGQy/EeNwrVJE8Y/+yxx900Drl69ys2bN/nyyy+pX78+CxcsMEphFMUnVhZtRgbp27bhEhlJxEcflSq0KHN1JfD555HXqcOQoUOJqeDv8O677+IkhFVFKMsj79QpCm7dImDkSBxcXJA4OODVqROh77xDllRK5y5daNiwIX369DHZ16VLl0qNoLbGKifMyclhzpw5/ymnUAavvPIKrdu0IW3NGpvc4dr0dNK3bsW9TZuHciIkUil+I0agc3TkhRdfLBnpisWaiv94gwYNYsiQIaStW0dBJXS0wRhen/Trr8bzYam0zPxdiYMDAWPHYnB2ZsLzz5e72RseHs6P//43uadOkRcVVSm7wCiHnL5lC+5t2jykw+jo40PQlCkY/Pzo2q0b69evN9lfQEAAvXv3tts+oVVOmJmZycsvv1zuwgSMMr8rly9HrtGQsmhRpRxRm5lJ4ty5SF1c8Cvn8SFzdsbnqafYv29fSbWpWrVq0bFjR9544w02btzI/v37SUpKQiaRkLJggdWSupq0NKPWdX4+fgMHUnj3Lgk//IDmvhOTYqQKBb4jR/L3oUOsXbu23D6ff/55nn3uOVJ//71SjqhOTCRx3jwcvL3xL0emTapQEPj886hUKt58802T05M2bdrwxx9/4GunAkJWOaGrqysDBgwwqSNYt25dVq1YgSE5mYQff7Rqi0QZHU3Cjz+iVyrRFxSgq0Cs3KVBA5wDA5k7d27Ja2vWrCEsLIzhw4fTs2dPMjIy2LtnD7179iR58WJSfv8dfX6+WbYIvZ7sQ4eInzULg0ZD2Msv49W1K9XefhupQmGUIs7IeNiuOnVwq1uXn2fPLrdviUTCol9/Zfz48aSsXEnq2rUW3bjCYCDr4EESfvwRQ2EhutxcCipQ8Ze5ueHSoAHx8fHs3Lmzwr7z8/O5cuWK3bZo7J7o1L9/f3bt3o3U2RlDYSFenTvj2blzSdZYeaiTksj+80/yoqJwqV8f38GDSV21Cl12NuFvvVWuBG7WwYPk7N5Nbk5OqdXczZs3KSwspGHDhkilUoQQvPfee3w7axYSmQy3Fi1wb9ECebVqpVIQhE6HOjkZ5eXL5J44gT43t0zlCF1eHgk//YSDuzuhL7/8UGh+/oUL3Fu2jCtXrlRYXEgIwdy5c3n19ddBLserc2c82rUrd5PdoNGQf/Ys2YcPo0lOxrNzZzw7djRWkb96lYCRIysMak366Sfa167N/goE0Pfv30/Pnj25c+cO1S0M2DUHq05MtFotV4oOuCsSRCooKODosWMowsIImTqV7L/+IvvQIbIPHcKlXr0SscbiCBJddjbqhAQKbt6k8O5dZO7upfT7gidOJH7WLFLXrSP4xRfLPPJyrlWLDK2WixcvltI/fFAZTKVSsXbdOpyrVcO5YUNyjx8nr6iGs4O3939SPjMzQa9HIpfj3rIlnh07lpkY5ODuTuCYMSTOmUP2oUMl4ufFuERGIpFKOXLkiMkKV3v37QOJBEVEBFkHDpC5Zw9OgYHIw8ONUTASCQalEnXRNpjQ6XCJjMR/+HCci2pDB7/wAmkbNpC6di1SFxfcyiiLq01Px7lJEw5s28atW7eoXU6spYODA65FGov2wConTE9Pp3nz5uzYsaPCkrNfffUV+UoloZMnI1Uo8OnTB69u3ciLiiL//HmjutQDjxyZuzvyatUIevZZXBs3LnUe6+Dujv/TT3NvyRLyz5/HveiY7H6cgoORyGScPXu2lBM+yJIlS4iPjyfsnXdwCgjA+8kn0aalURgXhyYlBaHRIJHJcPD1RREWhlNIiElxdOeaNfHs2JGsvXvx7NCh1EgpdXLCOTiYKBPzvUWLFrF92zaCX3gB10aNjIEQFy5QGBdnVFO9cQMhBDKFAqfQUFybNsWtSRMcH5gaSaRS/IcPR5+fT+ratSiqVy9Rgi0mdd06YylfiYS///67XCfs2rUr+WZOWazBKieUyWR4e3tXWOlbpVIxe+5c3Dt2LKWyL5XLjapSHTqUqJcaVKoSBQZTSvNujRvjXK8e2X/9VaYTSh0dcXJ1JaOMuVkxQgh+njMH18aNS9IiJVIpToGBFlUEKAuvbt3IOXqU/HPn8HigcKTE15dbt2+TkJDA+fPnyczMRCKR4OfnR4sWLdDr9bz+xht4tGuHa5GUnszZGY927R7qyxwkUin+Tz9N3MyZpG/aRNCzz5Z6X6pQIFUocAkK4uTJkzRo0KAk+MPV1ZUGDRpQt27dSldsMoVVThgQEECmiWpGa9euJTcnh4gK4golEonxDrYw7MurUyeSFy8uV6IMiQS1Ws2xY8e4ePEiubm5SKVSgoKCaNmyJXl5edy6cYOQStZXKQtHHx9c6tcn98yZUo6jSUlBk5zM4evXCS+nVrKbuzuFWi3VBg2ymT0O7u749u9P2vr1aNPTSwmgBz7zDHnnzpFx+TILf/21zJp+Lq6utGndmtOnTxMVFVVm0EqlbbR5j0Xs2bMH1+rVzS7XYAkuDRogVShQXbtWygmFwYDyyhXUeXl89dVXfPnll8ZHqkIBBgPaoke/XKEwJtkXzZ9sjXOtWsYcE4MBg0pF2ubN5J89i9TFBY/27UvmwsWPR11ODoV375K6bh0ebdtalJttDu4tWxrF4o8dw2/QIGOJiFOnSN+2DUNBAS716+PaqBHysDDjk0Emw1BYiCYpicK4OE6cPUuhUsmgIUNYu3o1zWyctmGVE2ZlZREeHs6qVavKDJ0COHn6NA72qo5eLFF232a5OinJKCJZVA7Vo317Y3RzcHBJBLFepUKdkED61q04GAx2ST8AY+S3UKvJPXWKzJ07EQaDcYHVqlWZyUyOvr7osrMRGg3uReV1bYnUyQm3Zs1QXr6Md48epKxcierqVRy8vVFUr07ISy89/BlHRxzq1cOlXj28e/Sg4NYt4rdupVXr1nz+2We8//77NouFtDq8X6lUlpvyqVaruRsTQ4AdkneKcQoJKckiy/7rL9K3b8cpMJDQl19GUaNGmX8gmYsLLnXr4ujjY7ZokDUUz2vT1q/HpW5dAkaPNhnHqE5IQOLoaJEkhyUoIiLIPXaMhNmz0efmEvzii+QcO2aWyoNEIsGlTh2cX3uNzD17+OCDD7h37x4//fSTTRzRKid0d3fnypUr5Z4dFxQ99uwl51bct9BoyNi1i6x9+3CpXx+n0FCUly+junbNqLESHo5TYGDZf2h7RjQX9e0UFIRznTpk7NplXG1LpTj4+Bjl7yIiSi3C1ElJOAUF2UV2GP6jwajLzMSjXTtyT58uOWpMXrLEqO4aHo5znTrlPiEkDg749u+Pg5cXs2fPJjQ0tMzaf5Zi9eq4or2u4jNGe442eqUSvUpF1oEDAKiuXUNz7x4SJyeERlOiwyJzd8ejfXs827cvyTSTOjuXecRmC7QZGWT+8QdIpWiSkshMS8MpKAipQmGMgbxxA31eHkgkuDZsiGfHjjjXq4dBrTZbV9BS9EoluadPg1SK0GjIPXkSeVhYiUqrPi+P7L//Nsr1ubri0bYtXp07l7tT4dmxI9rMTD786CP69ev3UJ6RpVjlhGq1msGDB/POO++UWdDFxcUFbx8fNKmplTKuLIReT/Zff5F74gQSmQzPDh1wbdoURVhYKVF1fUGBUVfwwgXjBvmff+LTty9eXbsiDw0l/9y5MrX2rLbLYCD70CEyd+82Rqx07ox7q1YPjW5CCPQ5OSijo8k5epSkBQtwbdQIAWCHbLb8S5dIW78eQ2EhHm3b4tG+PfLQ0IeeDkIItCkp5Bw/Tu6xY+QeP47f0KHGeWwZTw3fvn1RX73KhOef5/SpU5V6LFtdTEehUFRYOKV3nz4ci48nqIxJr7Xo8/ONWzOxsXh17YpPr15mqfkbCgvJ3LOH7EOHUERE4NWjB/cWLTKKkNvgGEpfUMC9JUsouH0bz86d8e3b16ypiBACZbGTqNVIFQpqmKjgaS5CCDK2bSP7r79wadCAgBEjzK72qVcqjSv6qCjcW7UiYNSoMm/WYr2bo0eP0qFDB6tttWoX0sHBgQULFlR4ItH5iScojInBUFhotXH3o8/PJ2HOHLQZGYS+8gp+gwaZXU5CqlDgN3gwoS+/jDYjg4zt25F5eNgkmtlQWEjSL7+gTkwkdOpU/IcMMXsuLJFIcGvShGrvvVci3q68cqXSNgkhSN+yhey//sJvyBCCX3zRonKzMldXgsaOJXDsWPLOniVl1aoylRpc6tVD4e/P3HnzKmWvVU4ok8mYOHFimZWainnuuecwaLXk2iCAVBgMJC9ZgkGlInT6dJytHL2ca9QgtKj0l8TBgdyoqErrTaeuWYM2NZXQqVOt1rmRuboSMnEiiho1jEqolbQp78wZcv7+G//hw/Hq0sXqR6V7y5YEjRtnPGItQ/ZOIpXi3KwZu//4o1LnylY5oRCCL774gvPnz5fbJjQ0lKFDhpD755+VHg1zDh+m8M4dgp591qK6G2XhFBBA4LPPosvMRCKVGivJW/kHzD9/nvwLF/B/+ulKl7eQOjkRPGECEgcH0jZssNomXU4O6UW5Lp42UMFwa9YMz86dydy1q8zFnDw8nKyMjAoDnE1h9aHgxx9/bPIw/rvvvsNBoyF92zZrL4MuL4+MnTvxfOIJnC2sHlkeLrVr49mpExQV5bbmsSx0OtI2b8a1ceOSfOPKInNzI+Dpp1FeukRBBQHDFZG5d68x5cGGmtW+/fqVVEV9kOJ9zejoaKv7t1qVa/z48SZLilavXp0PZswg9/hxco4ds8rAvJMnAWyq3QdGXUEAeUQEaevXW5x3kn/pEvrcXHz69LGpioJrkyY4BQaS/fffFn/WUFhI3pkzeHbsaFOBJamTE15du6K8cuWh1NTi+W9BJSLnrR4Jf/vtN7p27WqynUajwdXVlbT168k6eNAiXWchBDnHj+PWrJnNVatkRdJ1+vx83Fq1ImXVKtI2bqy4cM595J44YTwDtvEJh0QiwbNzZ1TR0WhNaE4/SP758widDo/27W1qExjnhxInp4du1mJplcqodVnthIcOHTJrHuDl5UW9evV47733yNi2jXsLFqAtqo5pCl12NrrMTNyaNLHWzApxbdIEXUYGvn364DdkCLknTxL37bfkHDlS4TxWGAwU3r37UBKRzewq6jdl+XIMFoTUF8bG4hQUZNFK2FykCgWK6tUpfECFtngvuEYlgkGsjqLp3bs33333HdOnT6+w3WuvvcZrRaVJe/TowXMTJhD39de4NWqEW7t2KKpXfyhqRJebS8GtW2QXhZzL7RQIURyBo05MxKtLF1waNCBj+3bSNm4kY/t2nGvVwiksDEc/PyQyGfqCAjSJiWju3EFoNHazS+bpidTVlcK7d4n/7jsCRo8uiZiuiML4eLvZBMa/V25R9Hkx6vh4nF1cqFu3rtX9Wu2EtWrVMrt6jxACiUTCk08+ydXoaFasWMHPs2dzrSh+zdnfH2mRhJkuJwd10byjeo0axCsUdrmzwfhlS5ycSpKTnPz9CRo/njvvv0+fHj0wCMGp06dJLRq5pTIZ9erXJ7xpU/bu3WuUoLMDEokEp4AApC4uxsKPs2fjUq8enp064VKvXpmROLqcHLTp6XZ7agA4+Pqiz81FGAwlJy6F0dF07NixwgBnk/1a+8ErZm6qfvPNN8yaNask0tnNzY0pU6YwefJkrl27RlRUFOfOnSMrKwupVEpAQAAtW7akdevWrFy5ks+++cZaE00ikUiMX+h9knHK6GgMOh1ff/01TZo0MUZ/63RotVoUCgVSqZSdO3eyd+9ei+uMWGSbTGbctnnlFfLOnCFjxw6SFy1CIpPhEhKCxMcHZDJEYSH6e/cozMwEqdS+NhX3XbR9pE5MRBkTw5RZsyrVr9VOqNVqkUqlJu+A4sy2B5FIJERGRhIZGVnu0Z+zszN6jaZkJLU1QgiEVovkvqiR/GPHaNuuHU2KRhSJRIKjo2OpxO9ieTRzFzHWYCgsNBbzLg6+Vat56aWXaN68OVFRUdy5exeNVotHUBCNBw6kZcuWvPr665VapZpCr1IhcXREIpMZZUZ27SIkNJRBlYwEt9oJ/fz8+Oijj0qqeJbHpEmTGD16tFXXqF+/Pnq1Gl1Ghl0itLXp6QitFseivBLl1avkX7/O62vWVPi54pq+mqSkSm+el4XQ69GkpODeqhXCYCBj7VrCQkL497//XWFRy+XLl3OwnIoKtkCTmIhTkeRy3unT5EdH8/u2bThUsuqA1WN3eSPcg3h6epabU2GKlkW14uylK1hcnVMRFoa+oIDM9evp0bMnI0aMqPBzAQEBBIWE/KdErY3R3LuH0GpxCgsjffNmVDExLFu61GRV1datW6Mtks2zNUIICmNjkYeFGSuQbtrE2LFjGThwYKX7ttoJo6OjmWJGotD69evp0aOHVdcICAigQcOGqCo4HqwM+efO4RQSgsTJidQlS3AyGFi8aJFZj/5BAwZQcP68Xb7wvDNnkLq4kHfyJDlHjrBgwQKz9mQHDRqExkZBEA9SePcu2rQ0ZO7upCxYQLs2bViwYIFN+rbaCYODg01W+ARITk7mmJWnJQDTp00j//Jlm4tIarOyUF65glvz5txbsABDUhK7d+6kmpllJqZMmYI6O9uiAoXmYFCryT15EglQeOECy5Yt4yUzw+GaNWtGm7ZtyTtyxOaJ6jmHDxslh/fsoVePHuzZvdtm0sFWO2H//v1ZsmSJyXa9e/c2q115jB07Fk8vLzK3b7e6jwcpDnWSODmRc+AAHgUFHPzzTzqaOPAXQnDgwAE+/PBDjhw5whOdO5O1Y4fNwtXAWDvYUFhIwzp1uHjhAs8+kCtsig9mzEB58yb5Z8/azCbV9evknzuHgxAsWrSIHdu3m1Vw3VysdsJz586RaIYSa7169Rg1apTJdhkZGcyYMYP27dszdOhQ/vzzT8CYzzJ/7lzyzp0j79w5a80tRf65cygvXkSo1YwbNYqr0dEVxkaCUXBz3Lhx9OjRg0WLFvHGG29w+dIlUCpJ37rVJiOP6tYtcv7+m+cnTOBsVJRV9YMHDRrEyJEjydy82SZPD71SSerq1VSvUYO7d+7wwgsv2HynwmonXLBgAcOGDTPZ7uTJk7z//vsVtlEqlXTu3Jk5c+ZQs2ZNYmNj6dGjR4l23siRI3l6xAhjhaEKlKbMoeDWLVJXr6Z27dpcunSJpUuXmlUkcPfu3axatYply5aRnJxMXFwcwcHBVI+IIPfECbL27q2UIxbGx5O6dCldunZl4cKFldr8nTNnDkG+vqQsWGCy5nFF6JVK7i1ciLuDA3169ybFTnk5VjvhwIEDTQr7AFy4cIGZM2dW2Gb16tVcvXqV48ePs2rVKs6cOUP//v1LRL4lEgm/LVtGp44dubdwIXlnzlj8hQshyD19muSFC+nyxBNcunSJRkVSG+awf/9+atSowfjx45FIJAQFBTF16lSuX7/O559/TuYff5C2bp3Fj2YhBHlRUdybP59mDRuybevWSjkgGLfP/jp4EF9HR5J//hnV9esW91F49y7Js2ejUCrZuX07v/zyi9kHFJZitRN++eWX7Daj5GuDBg1MFpS5fPkyderUKdl/K65Jcv36dXRFpxnOzs78sWsXI59+mpRVq0hZsgSNicrzxWhSU0lZsoTU339n9IgR7N61q0TF1Vz8/PxIS0sj776ijrdv38bHx4cPP/yQX3/9Fe3FiyR+950xmsWMVbM6KYmUZctIWbmSpwYO5M8DBypUObOEmjVrcuL4cdo3a0bSL7+Qsno1ajOqCWjT00nbtInE2bNpEBbGiWPHaNWqFVOmTKkwkr4yWK1PWKNGDcaMGcNXX31VaSMWLlzIlClTuHz5MpGRkQghGDJkCFevXi1TDXbz5s1MnDyZ9NRU3OrXx7lxY+Th4SVqC8Wagur4eAouXiT/+nX8AwNZ+MsvZgmFl0V8fDyRkZE0btyYKVOmEB0dzXfffcf777/PF198AUBMTAwvTZrEn/v3I/fywrlZM+TVqiEPCTHmSRsMaNPSUMfHU3j1KsqYGAKDg5k7e7ZZUxtrEEKwYMECPvr4Y9LT0nCtVQunYhmSojN5fV6eUWbu7l2UN27g4enJjPfe480336z0RrS5RlrFZ599JrZv326yXVxcnNi2bZvQ6/XltsnLyxP169cXnp6eYvz48aJ169YCEKtXry73MwUFBWL58uWibbt2QiqVCsD4TyIp+X+pVCratmsnVqxYIQoKCqz6Pe/n8OHDonnz5gIQ7u7u4t133xVarfahdhcuXBCTJk0SIWFh/7Hrvn+ubm6iR69eYsOGDUKj0VTaLnNQq9Vi7dq1ov+AAcLX3/8hm7y8vUXPXr3E0qVLhUqlKvVZg8Egtm3bJmJjY+1im92VWpcvX86zzz6LRqOpUHg7LS2NWbNm8eeffxIUFMTLL79MbzOjqVUqFRcuXODGjRuo1Wrkcjl169aladOmNi+DJYQgLy8PZ2dns4TE09LSiI6ORqlU4ujoSEREBLVr17a73FpFCCFITk4mPT0dIQTe3t6Eh4eXu+o1GAzIZDIWL17M888/bxeDrGLv3r3i4sWLJttt375dNG7cWKjVamsvVYWduHbtmti5c6fJdgaDQTRu3Fhs3LjRLnZYPRJGRkbSr18/vv/+e1vfF1X8Q/zrX//ip59+stvWi7lY/Uxo1KiRyQqWYMwxycrKspvecRXWExwcXBKyZoqsrCwKbXgyVAq7jK/3sXbtWgGInJwce1+qCjvi5OQk5s6da5e+rV5/Z2Zm4uDgYHJfq7ia0rlz53B3dyc4OJjg4GCSk5NJTk62+GfA6j6A/6nrmurD09OTmJgYNBpNhbYnJSUZg1jtUIkUsH4kbNasmZg6dWqFbVJSUsS8efPEwIEDS7YCPvnkEyGEEJ988olVP1emj/+165rq4/vvvxdOTk4V9qHX68Xw4cMFIN5+++2yv+hKYvXCpEWLFrRt25b58+eX+X5mZibr1q1DLpfTrVu3EqH1qpHw8RkJ16xZw4cffsjhw4fLfN/Pz489e/Zw9uxZGjZsSIcOHUp+H1titRMWFhYik8nK3CtLSUlhy5YtKBQKhgwZgqedsuWqqBxarRa9Xl/mEaYQgq1bt3Lnzh369etnF9X+Ymy+WZ2RkcHGjRuRyWSMGDHC7LTQKh4fdDodW7duJSEhgT59+tjVAaESWzQjR45kxowZpV67/xH8zDPPVDngY86qVatKgkaK0el07Nmzh7i4OHr16mV3B4RKZNslJCSUiq5NTU1l8+bNODs7M3jwYIujVKr458nNzS0VICKEYPv27cTGxtK3b1+rgmqtwWon/PHHH0vOZbOzs9m6dStSqZQRI0bY/Ly2CvswYMCAkvAsnU7Hjh07iI+Pp0+fPv+YA4IN5oTFj2AXFxeGDRtm09yDKv4ZDAYDe/bs4erVq/Tt25fIyMh/9PpWj4TffvstUqkUT09PnJycGDhwYJUD/pdx+PBhlixZwoABA4iPj38kDgiVWJjs3LmzJAdk1KhReJsool3F48f169dZtmwZcXFx9OzZ85E4IFRiJBw4cCDR0dHUrVuXnJwcXFxcbLpJ+6g3ev8br2tpHwqFgl69evHkk08+tEr+R6nMcYs9j6se9ZHXf+N1K9PHo6RSC5PH6a5+nEakR3XdyvTxKLF7eH8VVZji0SU6VFFFEVVOWMUjp8oJq3jkVDlhFY+cKies4pFT5YRVPHKqnLCKR06VE1bxyKlywioeOVVOWMUjp8oJq3jkVDlhFY+c/wMFlVZpmqqGTAAAAABJRU5ErkJggg==", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plot_trajectory(\"shorth2.xyz\");" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This H2 molecule had such a short bond because in this kind of MD trajectory H atoms are inserted at random above the surface." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finally, **let's look at averagesize.dat and plot it as a bar diagram**:" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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GroupAverageSize
0all41.172800
1h5.172830
2ru36.000000
3ru_ru(allcn)36.000000
4ru(lowcn)12.007000
5ru(mediumcn)11.993000
6ru(highcn)12.000000
7ru_h(allcn)36.000000
8h_ru(allcn)5.172830
9h_ru(cn0)0.747253
10h_ru(cn1)0.710290
11h_ru(cn2)1.051950
12h_ru(cn3)1.796200
13h_ru(cn4)0.161838
14h_ru(cn5)0.063936
15h_ru(cn6)0.641359
16h_ru(cn6)xxxxx160.428571
17h_ru(cn6)xxxxy162.853150
18h_ru(cn6)xxxxz163.281720
19h_h(allcn)5.172830
20h20.139860
21extremelyshorth20.001998
\n", "
" ], "text/plain": [ " Group AverageSize\n", "0 all 41.172800\n", "1 h 5.172830\n", "2 ru 36.000000\n", "3 ru_ru(allcn) 36.000000\n", "4 ru(lowcn) 12.007000\n", "5 ru(mediumcn) 11.993000\n", "6 ru(highcn) 12.000000\n", "7 ru_h(allcn) 36.000000\n", "8 h_ru(allcn) 5.172830\n", "9 h_ru(cn0) 0.747253\n", "10 h_ru(cn1) 0.710290\n", "11 h_ru(cn2) 1.051950\n", "12 h_ru(cn3) 1.796200\n", "13 h_ru(cn4) 0.161838\n", "14 h_ru(cn5) 0.063936\n", "15 h_ru(cn6) 0.641359\n", "16 h_ru(cn6)xxxxx16 0.428571\n", "17 h_ru(cn6)xxxxy16 2.853150\n", "18 h_ru(cn6)xxxxz16 3.281720\n", "19 h_h(allcn) 5.172830\n", "20 h2 0.139860\n", "21 extremelyshorth2 0.001998" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "df = pd.read_csv(\"averagesize.dat\", sep=\"\\s+\", comment=\"#\", names=(\"Group\", \"AverageSize\"))\n", "df" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This looks reasonable, but there are three groups containing \"xxxx\" that were not part of the input! These groups were created internally by lionanalysis because of the ``SingleEnvironment`` command. You can see their definitions in the lionanalysis output:" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " ### SingleEnvironment H_Ru(CN6) 3.0 h_cn6_3ang.xyz SPECIAL H_Ru(CN6) Li\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "DefineGroup h_ru(cn6)XXXXX16 SUBGROUPRANDOM H_Ru(CN6)\n", "DefineGroup h_ru(cn6)XXXXY16 BOND All h_ru(cn6)XXXXX16 MaxDist 3\n", "DefineGroup h_ru(cn6)XXXXZ16 SUM h_ru(cn6)XXXXX16 h_ru(cn6)XXXXY16\n", "PrintGroup h_ru(cn6)XXXXZ16 XYZ h_cn6_3ang.xyz NoEmptyFrames CenterOn 0 SPECIAL H_Ru(CN6) Li\n" ] } ], "source": [ "%%sh\n", "grep -i SingleEnvironment lionanalysis_output.txt\n", "grep -i xxxx lionanalysis_output.txt" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's plot the average group size as a bar plot, but exclude the uninteresting \"xxxx\" groups:" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ax = df.drop(\n", " df[df[\"Group\"].str.contains(\"xxxx\")].index\n", ").plot.barh(x=\"Group\", y=\"AverageSize\", figsize=(5, 5));\n", "ax.bar_label(ax.containers[0]);" ] } ], "metadata": { "kernelspec": { "display_name": "openmm", "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": "3.11.0" } }, "nbformat": 4, "nbformat_minor": 2 }