{ "cells": [ { "cell_type": "markdown", "metadata": { "id": "2UZUSEe9RzKv" }, "source": [ "Welcome to the EPISOL Colab Playground!\n", "\n" ] }, { "cell_type": "markdown", "metadata": { "id": "JV402f06Qs2I" }, "source": [ 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)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## **Placing Waters in Proteins**" ] }, { "cell_type": "markdown", "metadata": { "id": "2JyzyqCTrO2i" }, "source": [ "The 3D reference interaction site model (3DRISM) provides an efficient grid-based solvation model to compute the structural and thermodynamic properties of biomolecules in aqueous solutions, in this notebook we will walk through two examples: a neutral, and charged solute. In this notebook we will walk through a 3DRISM calculation on a larger solute - proteins, nucleic acids, and combininations thereof. T\n", "* goals:\n", " * perform 3DRISM calculations on larger solutes using EPISOL utilizing the python interface\n", " * determine solvent distibutions around ares of interest\n", " * workthrough a calculation that fails to converge within the given number of steps\n", " * place explicit water - oxygens using commands specific to the python interface\n", " * determine high-energy waters and their importance" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "cellView": "form", "id": "e9Zwmfx1MLyE" }, "outputs": [], "source": [ "#@title ##Download and Install Episol\n", "#@markdown ($\\approx 2$min) Stable as of 07/01/25 eprism v1.2.6\n", "%%capture\n", "import subprocess\n", "import pandas as pd\n", "import matplotlib.pyplot as plt\n", "#%cd ../home/\n", "%cd $HOME/\n", "%mkdir episol\n", "%cd episol\n", "!wget https://github.com/EPISOLrelease/EPISOL/raw/refs/heads/main/src/fftw/fftw-3.3.8.tar.gz\n", "!echo \"+++++++++++++++++++\"\n", "!echo \"downloaded fftw files\"\n", "!echo \"+++++++++++++++++++\"\n", "!tar -xzf fftw-3.3.8.tar.gz\n", "%cd fftw-3.3.8/\n", "#!./configure --prefix=/home/fftw-3.3.8\n", "!./configure --prefix=$HOME/episol/fftw-3.3.8\n", "!make\n", "!make install\n", "%cd ../\n", "!wget https://github.com/EPISOLrelease/EPISOL/raw/refs/heads/main/src/kernel/release.tar.gz\n", "!echo \"+++++++++++++++++++\"\n", "!echo \"downloaded Episol files\"\n", "!echo \"+++++++++++++++++++\"\n", "!tar -xzf release.tar.gz\n", "%cd release/\n", "#!./configure --with-fftw=/home/fftw-3.3.8\n", "!./configure --with-fftw=$HOME/episol/fftw-3.3.8\n", "!make\n", "!make install\n", "#%cd /content\n", "########################### WRAPEPR\n", "!pip install episol\n", "import subprocess\n", "import os\n", "import threading\n", "import pandas as pd\n", "import matplotlib.pyplot as plt\n", "from episol import epipy\n" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "cellView": "form", "id": "Pz6E85eEOsUO" }, "outputs": [], "source": [ "%%capture\n", "\n", "#@title Install some python packages for topology generation\n", "#@markdown ($\\approx$4min)\n", "\n", "#@markdown This will prompt a restart in our colab session, this is necessary, just keep moving\n", "\n", "#@markdown (if you are using the notebook offline this wont be necessary, as presumably you'll have your own forcefield to generate topologies)\n", "########################################\n", "# FOR COLAB USERS ONLY #\n", "#---------------------------------------#\n", "# if you are running locally you dont need\n", "# condacolab. Just use your local conda dist\n", "########################################\n", "!pip install -q condacolab\n", "import condacolab\n", "condacolab.install()\n", "########################################\n", "#!conda update conda\n", "#!conda install --yes -c conda-forge python=3.11 numpy=1.26.4 openmm pdbfixer parmed mdanalysis py3dmol rdkit openff-toolkit\n", "#!conda install -y -c conda-forge numpy=1.26.4 openmm=8.3.1 python={PYTHON_VERSION} pdbfixer=1.11 parmed=4.3.0 mdanalysis=2.9.0 py3dmol=2.5.2 rdkit=2025.03.5 openff-toolkit=0.17.0 libgcc\n", "!conda install -y -c conda-forge python=3.12 numpy=1.26.4 openmm=8.3.1 pdbfixer=1.11 parmed=4.3.0 mdanalysis=2.9.0 py3dmol=2.5.2 rdkit=2025.03.5 openff-toolkit=0.17.0 torchvision pymol-open-source\n", "#openmm pdbfixer parmed mdanalysis py3dmol rdkitconda install libgcc" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "cellView": "form", "id": "rjpO1aNMD_89" }, "outputs": [], "source": [ "#@title import our downloaded packages\n", "%%capture\n", "!python -m ensurepip --upgrade # since we are using python 3.12 some pkg utils are now obsolete\n", "!python3.12 -m pip install --upgrade setuptools\n", "# after conda-initiate restart colab resets pip\n", "import matplotlib.pyplot as plt\n", "import openmm as mm\n", "from openmm import app\n", "# fix later\n", "from openmm.app import *\n", "from openmm.unit import *\n", "import py3Dmol# as pymol\n", "import MDAnalysis as md\n", "import parmed as chem\n", "from openff.toolkit.topology import Molecule, Topology\n", "import numpy as np\n", "import MDAnalysis.transformations as mdt\n", "import pdbfixer\n", "from episol import epipy\n", "%cd /content/" ] }, { "cell_type": "markdown", "metadata": { "id": "MgcR5034eDJ8" }, "source": [ "#**Walk Through Calculation:**" ] }, { "cell_type": "markdown", "metadata": { "id": "zHzfYZ4dbftJ" }, "source": [ "First, we will download our desired structure file from the PDB" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "cellView": "form", "colab": { "base_uri": "https://localhost:8080/" }, "id": "r8pyhZzH_g8R", "outputId": "aa22368a-6a62-4e6c-d8de-6ed9cd781b1f" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "--2025-10-29 23:21:42-- https://files.rcsb.org/download/6OUH.pdb\n", "Resolving files.rcsb.org (files.rcsb.org)... 52.84.20.116, 52.84.20.13, 52.84.20.16, ...\n", "Connecting to files.rcsb.org (files.rcsb.org)|52.84.20.116|:443... connected.\n", "HTTP request sent, awaiting response... 504 Gateway Time-out\n", "Retrying.\n", "\n", "--2025-10-29 23:22:13-- (try: 2) https://files.rcsb.org/download/6OUH.pdb\n", "Reusing existing connection to files.rcsb.org:443.\n", "HTTP request sent, awaiting response... 504 Gateway Time-out\n", "Retrying.\n", "\n", "--2025-10-29 23:22:15-- (try: 3) https://files.rcsb.org/download/6OUH.pdb\n", "Reusing existing connection to files.rcsb.org:443.\n", "HTTP request sent, awaiting response... 504 Gateway Time-out\n", "Retrying.\n", "\n", "--2025-10-29 23:22:18-- (try: 4) https://files.rcsb.org/download/6OUH.pdb\n", "Reusing existing connection to files.rcsb.org:443.\n", "HTTP request sent, awaiting response... 504 Gateway Time-out\n", "Retrying.\n", "\n", "--2025-10-29 23:22:22-- (try: 5) https://files.rcsb.org/download/6OUH.pdb\n", "Reusing existing connection to files.rcsb.org:443.\n", "HTTP request sent, awaiting response... 504 Gateway Time-out\n", "Retrying.\n", "\n", "--2025-10-29 23:22:27-- (try: 6) https://files.rcsb.org/download/6OUH.pdb\n", "Reusing existing connection to files.rcsb.org:443.\n", "HTTP request sent, awaiting response... 200 OK\n", "Length: unspecified [text/plain]\n", "Saving to: ‘6OUH.pdb’\n", "\n", "6OUH.pdb [ <=> ] 227.02K 1.22MB/s in 0.2s \n", "\n", "2025-10-29 23:22:28 (1.22 MB/s) - ‘6OUH.pdb’ saved [232470]\n", "\n" ] } ], "source": [ "#@markdown The tutorial will work for essentially any PDB file\n", "\n", "#@markdown We encourage the reader to use this tutorial for your own investigation and copy our commands freely\n", "PDB_ID='6OUH' # @param {type:\"string\", placeholder:\"enter a value\"}\n", "!wget https://files.rcsb.org/download/\"{PDB_ID}.pdb\"" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "cellView": "form", "colab": { "base_uri": "https://localhost:8080/", "height": 497 }, "id": "AWOYdAQ0cUkZ", "outputId": "d398fd43-a8fd-407f-94bb-ef3fcab0eea1" }, "outputs": [ { "data": { "application/3dmoljs_load.v0": "
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\n", "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#@markdown Before we get started lets vizualize our PDB structure\n", "disp = py3Dmol.view()\n", "disp.addModel(open(f'{PDB_ID}.pdb', 'r').read(),'pdb')\n", "\n", "disp.setStyle('cartoon')\n", "disp.addUnitCell()\n", "disp.zoomTo()\n", "disp.show()" ] }, { "cell_type": "markdown", "metadata": { "id": "I42ifhq8myTE" }, "source": [ "we can see that our unit cell is very large, using such a large box as input for 3DRISM is possible, but the extra 'blank space' equates to an excessive ammout of RAM\n", "* to combat this we will modify the unit cell to be much smaller, saving cost while maintaining acuuracy\n", "* since we are using a interaction-cutoff of 1nm, we will add a buffer on our PBC cell\n", "* Again, before we run 3DRISM, we need to generate a topology file for our molecule\n", "* we will use PDBFixer to add missing residues, atoms and hydrogens\n" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "id": "ntrL86DiEPPd" }, "outputs": [], "source": [ "buffer = 7 # angstroms" ] }, { "cell_type": "markdown", "metadata": { "id": "qqU38HufEpVr" }, "source": [ "* now we clean our PDB file and generate a topology, we wont include any ions in this example\n", "* this protocol will work for essentailly any PDB (within reason) so feel free to download a different PDB and redo the tutorial\n" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "cellView": "form", "colab": { "base_uri": "https://localhost:8080/", "height": 624 }, "id": "PBm57tOkQER8", "outputId": "52024c93-adeb-4c2c-aacd-e1a473b7f6ba" }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/usr/local/lib/python3.12/site-packages/MDAnalysis/coordinates/PDB.py:1154: UserWarning: Found no information for attr: 'formalcharges' Using default value of '0'\n", " warnings.warn(\"Found no information for attr: '{}'\"\n", "/usr/local/lib/python3.12/site-packages/MDAnalysis/coordinates/PDB.py:1154: UserWarning: Found no information for attr: 'icodes' Using default value of ' '\n", " warnings.warn(\"Found no information for attr: '{}'\"\n", "/usr/local/lib/python3.12/site-packages/MDAnalysis/coordinates/PDB.py:1154: UserWarning: Found no information for attr: 'record_types' Using default value of 'ATOM'\n", " warnings.warn(\"Found no information for attr: '{}'\"\n" ] }, { "data": { "application/3dmoljs_load.v0": "
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\n", "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#@title this code block cleans our pdb file, writes out to .gro, and generates a topology file\n", "#@markdown We will use PDBFixer to add missing atoms and residues\n", "#@markdown and use MDAnalysis to create a new unit cell and center our protein\n", "#@markdown <1min\n", "include_ions = True #@param {type:'boolean'}\n", "#include_ligands = True #@param {type:'boolean'}\n", "# including ligands will probably break the topology generation\n", "# as there are a lot of goofy ligands in the PDB\n", "# if you want to include ligands see our ligand/small molecule\n", "# tutorial\n", "if include_ions:\n", " ion_string = \"not (element C or element H or element N or element O or element P or element S or element Fe)\"\n", " ions = md.Universe(f'{PDB_ID}.pdb').select_atoms(f'(not protein) and {ion_string}')\n", " if len(ions) > 0:\n", " ions.atoms.write('ions.pdb')\n", " ion = pdbfixer.PDBFixer('ions.pdb')\n", " else:\n", " include_ions = False\n", " print(f'PDB {PDB_ID} does not have any ions')\n", "\n", "fixer = pdbfixer.PDBFixer(f'{PDB_ID}.pdb')\n", "forcefield = app.ForceField('amber14-all.xml','amber14/tip3pfb.xml')#charmm36.xml')\n", "\n", "stage = \"Finding missing residues...\"\n", "fixer.findMissingResidues()\n", "\n", "stage = \"Finding nonstandard residues...\"\n", "\n", "chains = list(fixer.topology.chains())\n", "keys = fixer.missingResidues.keys()\n", "keys = [i for i in fixer.missingResidues.keys()]\n", "for key in keys:\n", " chain = chains[key[0]]\n", " if key[1] == 0 or key[1] == len(list(chain.residues())):\n", " del fixer.missingResidues[key]\n", "fixer.findNonstandardResidues()\n", "\n", "#fixer.findNonstandardResidues()\n", "stage = \"Replacing nonstandard residues...\"\n", "fixer.replaceNonstandardResidues()\n", "stage = \"Removing heterogens...\"\n", "\n", "\n", "fixer.removeHeterogens(keepWater=False)\n", "stage = \"Finding missing atoms...\"\n", "fixer.findMissingAtoms()\n", "stage = \"Adding missing atoms...\"\n", "fixer.addMissingAtoms()\n", "\n", "stage = \"Adding missing hydrogens...\"\n", "fixer.addMissingHydrogens(pH=7)\n", "#stage = \"Writing PDB file...\"\n", "#app.PDBFile.writeFile(fixer.topology, fixer.positions, 'fixed_1ALU.pdb')\n", "stage = \"Create System...\"\n", "\n", "fixer = Modeller(fixer.topology,fixer.positions)\n", "\n", "if include_ions:\n", " fixer.add(ion.topology,ion.positions)\n", "\n", "system = forcefield.createSystem(fixer.topology)\n", "\n", "#fixer = Modeller(small.topology,small.positions)\n", "\n", "struct = chem.openmm.load_topology(fixer.topology,system)\n", "\n", "struct.positions = fixer.positions\n", "struct.save(f'{PDB_ID}.top',overwrite=True)\n", "####################### Pass to MDAnalysis and recenter box\n", "temp = md.Universe(struct)#.select_atoms('all')\n", "coords = temp.atoms.positions\n", "\"\"\"\n", "trans = [mdt.boxdimensions.set_dimensions([2*np.ceil(np.max(np.abs(coords[:,0]))+buffer),\n", " 2*np.ceil(np.max(np.abs(coords[:,1]))+buffer),\n", " 2*np.ceil(np.max(np.abs(coords[:,2]))+buffer),\n", " 90,90,90]),\n", " mdt.center_in_box(temp.atoms,center='geometry')]\n", "\"\"\"\n", "box_x = np.ceil(np.abs(np.max((coords[:,0]))-np.min((coords[:,0])))+buffer)\n", "box_y = np.ceil(np.abs(np.max((coords[:,1]))-np.min((coords[:,1])))+buffer)\n", "box_z = np.ceil(np.abs(np.max((coords[:,2]))-np.min((coords[:,2])))+buffer)\n", "temp.dimensions = [box_x,box_y,box_z,90,90,90]\n", "trans = mdt.center_in_box(temp.atoms,center='geometry')\n", "# we must multiply by 2 because all AF PDBS start at origin I_3*1\n", "temp.trajectory.add_transformations(trans)\n", "temp.atoms.write(f'fixed_{PDB_ID}.gro')\n", "temp.atoms.write(f'fixed_{PDB_ID}.pdb') # py3Dmol can only use pdb unit cell\n", "box,n_atoms,n_res = temp.dimensions[:3], len(temp.atoms), len(temp.residues)\n", "#struct.save(f'fixed_{name}.gro',overwrite=True)\n", "disp = py3Dmol.view()\n", "disp.addModel(open(f'fixed_{PDB_ID}.pdb', 'r').read(),'pdb')\n", "disp.setStyle({'model': -1}, {'cartoon': {}})\n", "disp.addModel(open(f'fixed_{PDB_ID}.pdb', 'r').read(),'pdb')\n", "disp.setStyle({'model': -1}, {'stick': {}})\n", "disp.addUnitCell()\n", "if include_ions:\n", " temp.select_atoms(f'(not protein) and {ion_string}').atoms.write(f'fixed_{PDB_ID}ions.gro')\n", " disp.addModel(open(f'fixed_{PDB_ID}ions.gro', 'r').read(),'gro')\n", " disp.setStyle({'model': -1}, {'sphere': {}})\n", "disp.zoomTo()\n", "disp.show()\n", "\n" ] }, { "cell_type": "markdown", "metadata": { "id": "E32rx2ssn-FN" }, "source": [ "* we can see that our unit cell is much more condensed, it wont matter if our protein clips out of the PBC, as EPISOL uses PME\n", "* now that we have our topology generated we can begin our RISM calculation\n", "* since we are dealing with a larger solute (and we're on colab) we will set our resolution to 1$\\mathring{A}$" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "WDMB-KJZddgf", "outputId": "7ad43cde-eea5-4fed-e60b-13a1b46dc1c9" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "converted 6OUH.top to 6OUH.solute\n", "generated idc-enabled solute file to: idc_6OUH.solute\n" ] } ], "source": [ "pdb = epipy(f\"fixed_{PDB_ID}.gro\",f\"{PDB_ID}.top\",convert=True,gen_idc=True)\n", "#pdb.solvent_path= 'episol/release/solvent/'" ] }, { "cell_type": "markdown", "metadata": { "id": "9ezg595bu3xX" }, "source": [ "* as before, we set our saved file name to one relevant as opposed to default names" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "id": "4aiIeBCMFVu0" }, "outputs": [], "source": [ "pdb.report(f'{PDB_ID}')" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "id": "eD7fXtVEvL6G" }, "outputs": [], "source": [ "pdb.rism(step=10000,resolution=1)\n", "pdb.err_tol = 1e-08 # we will set a higher tolerance than usual" ] }, { "cell_type": "markdown", "metadata": { "id": "L8skQLTbGmyD" }, "source": [ "* for this calculation, we can see that our grid shape is not totally cubic" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "L2UcU1aFv7eA", "outputId": "ac2a7f5e-9d47-4932-f025-07c19ce1da43" }, "outputs": [ { "data": { "text/plain": [ "[55.0, 53.0, 62.0]" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "pdb.grid\n" ] }, { "cell_type": "markdown", "metadata": { "id": "gH-n7L7iv_ID" }, "source": [ "* lets test to get an estimate of how much RAM we will use" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 35 }, "id": "RVnG34cqrbL6", "outputId": "023b6fb2-5fe4-4626-9632-81461fb58cd2" }, "outputs": [ { "data": { "application/vnd.google.colaboratory.intrinsic+json": { "type": "string" }, "text/plain": [ "'124.8MB'" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "pdb.test()" ] }, { "cell_type": "markdown", "metadata": { "id": "wwW2PpUw4DVH" }, "source": [ "* now we run!\n", "* since we are using a bit of a larger solute, we will set our number of threads to 2, using the -nt flag\n", " * < 1min\n", " \n" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "FiAU8utn4DEC", "outputId": "7f36cc1a-764c-4ca3-dacf-2dcb60b6e39b" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Calculation finished in 2163 steps \n", "err_tol: 1e-08 actual: 9.98542e-09 \n" ] } ], "source": [ "pdb.kernel(nt=2)" ] }, { "cell_type": "markdown", "metadata": { "id": "M49LVq-SKeV-" }, "source": [ "* it looks like our calculation failed to converge within the given step size\n", "* lets take a look at the output\n", "* we will use the python interface to plot the SCF error as a function of step (iteration)" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 467 }, "id": "Y6gcmeDAKeCc", "outputId": "b3ec6205-8f4e-417d-d1df-2e59af8a42ac" }, "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'SCF')" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "lscf_err = pdb.err()\n", "fig,ax = plt.subplots()\n", "ax.plot(lscf_err)\n", "ax.set_yscale('log')\n", "ax.set_xlabel('RISM calc. iteration')\n", "ax.set_ylabel('SCF')\n" ] }, { "cell_type": "markdown", "metadata": { "id": "sxkBYKzqLNe9" }, "source": [ "* our error tolerance isnt _that_ bad\n", "* but its always better to have a smaller convergence value\n", "* optimizes the self-consistent iterations by considering the\n", "changes made in previous steps. The math form of an n-layer DIIS is\n", "as follows:\n", "\n" ] }, { "cell_type": "markdown", "metadata": { "id": "imqTQKHVydum" }, "source": [ 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] }, { "cell_type": "markdown", "metadata": { "id": "H1eesQknytIh" }, "source": [ "* where the factors $k_i^{n}$ are obtained by solving the DIIS Lagrange equation of historical changes for each grid (bottom)\n", "* a 5-DIIS (std. value) would mean that we would consider the past values at the grid point for previous 5 cycles\n", "* we can set the number of DIIS mixing steps to use\n", "* this will cause our calculation to converge slower, but perhaps overcome local maxima" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "ipsO7mKLiyvr", "outputId": "b50d6d0e-9ae7-4ed2-b7c5-17b90ff3ff41" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "eprism3d 1.2.6 (c) 2022 Cao Siqin\n", "111 -ndiisrism (-ndiis) DIIS steps for RISM, default: 0 or 5\n", "117 -ndiishi (-ndiis) DIIS steps for HI, default: 0 or 5\n", " # EPRISM3D is free software. You can use, modify or redistribute under the\n", " # terms of the GNU Lesser General Public License v3:\n", " # https://www.gnu.org/licenses/lgpl-3.0.en.html\n" ] } ], "source": [ "pdb.get_help('diis')" ] }, { "cell_type": "markdown", "metadata": { "id": "9OfJ5Yb-jorP" }, "source": [ "* just use the flag shown in the help function to set the parameter i.e. -ndiis means we call .ndiis" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "id": "2OaTKyl8xEAl" }, "outputs": [], "source": [ "pdb.ndiis = 15\n", "pdb.report('diis_increase_pdb')" ] }, { "cell_type": "markdown", "metadata": { "id": "0tyhr981xNDB" }, "source": [ "* increasing the N-DIIS will also increase our allocated RAM usage" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 35 }, "id": "uUhWQhFVxR35", "outputId": "cb540534-37c2-4329-d5a1-37fc32183a93" }, "outputs": [ { "data": { "application/vnd.google.colaboratory.intrinsic+json": { "type": "string" }, "text/plain": [ "'207.5MB'" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "pdb.test()" ] }, { "cell_type": "markdown", "metadata": { "id": "Dd0A7MfKxStg" }, "source": [ "* lets run now with increased DIIS (< 1min)\n", "* since we are have a larger solute, we will use al available threads (2)" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "AUcyTQDMLj3b", "outputId": "c2df6513-f872-437b-a8bc-381c4a325e28" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Calculation finished in 900 steps \n", "err_tol: 1e-08 actual: 9.93051e-09 \n" ] } ], "source": [ "pdb.kernel(nt=2)" ] }, { "cell_type": "markdown", "metadata": { "id": "qUQtoZH9vTVi" }, "source": [ "* comparing the error of the two runs we can see that increasing the DIIS also increases our convergence rate and helps mainintain a 'smoother' error curve" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "colab": { "base_uri": "https://localhost:8080/", "height": 629 }, "id": "Tg448oekNnGL", "outputId": "78dae3a4-f59a-42ab-a8bc-860977e89255" }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "<>:3: SyntaxWarning: invalid escape sequence '\\d'\n", "<>:4: SyntaxWarning: invalid escape sequence '\\d'\n", "<>:3: SyntaxWarning: invalid escape sequence '\\d'\n", "<>:4: SyntaxWarning: invalid escape sequence '\\d'\n", "/tmp/ipython-input-3434317665.py:3: SyntaxWarning: invalid escape sequence '\\d'\n", " ax.plot(lscf_err,label=\"$\\delta^{SCF}$ NDIIS = 5 (stnd.)\")\n", "/tmp/ipython-input-3434317665.py:4: SyntaxWarning: invalid escape sequence '\\d'\n", " ax.plot(diis_scf_err,label=f\"$\\delta^{{SCF}}$ NDIIS = {pdb.ndiis}\")\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "diis_scf_err = pdb.err()\n", "fig,ax = plt.subplots()\n", "ax.plot(lscf_err,label=\"$\\delta^{SCF}$ NDIIS = 5 (stnd.)\")\n", "ax.plot(diis_scf_err,label=f\"$\\delta^{{SCF}}$ NDIIS = {pdb.ndiis}\")\n", "ax.set_yscale('log')\n", "ax.set_xlabel('RISM calc. iteration')\n", "ax.set_ylabel('SCF')\n", "ax.legend()\n", "fig.tight_layout()" ] }, { "cell_type": "markdown", "metadata": { "id": "98ygS7hGiR2P" }, "source": [ "* if you so desire, we can run a test using DIIS increase" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "cellView": "form", "colab": { "base_uri": "https://localhost:8080/", "height": 952 }, "id": "EAVlXCA0f680", "outputId": "de80e071-e792-4df3-c3e1-264832a0390a" }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "<>:22: SyntaxWarning: invalid escape sequence '\\d'\n", "<>:22: SyntaxWarning: invalid escape sequence '\\d'\n", "/tmp/ipython-input-323387780.py:22: SyntaxWarning: invalid escape sequence '\\d'\n", " ax.set_ylabel('$\\delta^{SCF}$')\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "converted 6OUH.top to 6OUH.solute\n", "generated idc-enabled solute file to: idc_6OUH.solute\n", "Failed to reach desired err_tol of 1e-08\n", "Actual error: 0.000670564\n", "Difference: -0.000670554\n", "RISM finished at step 500\n", "Failed to reach desired err_tol of 1e-08\n", "Actual error: 0.00147205\n", "Difference: -0.00147204\n", "RISM finished at step 500\n", "Failed to reach desired err_tol of 1e-08\n", "Actual error: 0.000373712\n", "Difference: -0.000373702\n", "RISM finished at step 500\n", "Failed to reach desired err_tol of 1e-08\n", "Actual error: 4.45772e-05\n", "Difference: -4.4567199999999996e-05\n", "RISM finished at step 500\n", "Failed to reach desired err_tol of 1e-08\n", "Actual error: 4.55956e-05\n", "Difference: -4.55856e-05\n", "RISM finished at step 500\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#@title DIIS increase test\n", "#@markdown $\\approx$ 5min (not required)\n", "#%%capture\n", "tmp = epipy(f\"fixed_{PDB_ID}.gro\",f\"{PDB_ID}.top\",convert=True,gen_idc=True)\n", "out = []\n", "for i in range(0,10,2):\n", " tmp.report(f'ndiis_{i}')\n", " tmp.ndiis = i\n", " tmp.kernel()\n", " out.append(tmp.err())\n", "\n", "fig,ax = plt.subplots(figsize=(10,5))\n", "ii = [i for i in range(0,10,2)]\n", "for i,vals in zip(ii,out[1:]):\n", " ax.plot(vals,label=f\"NDIIS = {i+2}\")\n", " if i == 2: # we will show our errors in order (for asthetic reasons)\n", " ax.plot(lscf_err,label=\"NDIIS = 5\")\n", "ax.plot(diis_scf_err,label=\"NDIIS = 10\")\n", "\n", "ax.set_yscale('log')\n", "ax.set_xlabel('SCF iteration')\n", "ax.set_ylabel('$\\delta^{SCF}$')\n", "ax.legend()\n", "fig.tight_layout()" ] }, { "cell_type": "markdown", "metadata": { "id": "pmeo_A9E37Zp" }, "source": [ "**visualizing resutls**" ] }, { "cell_type": "markdown", "metadata": { "id": "kddjQEN8ptXs" }, "source": [ "* lets extract our atomic-density from the calculation" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "id": "VO7oqtGhps4l" }, "outputs": [], "source": [ "g_r = pdb.select_grid('guv')" ] }, { "cell_type": "markdown", "metadata": { "id": "67e-5d3p8q8U" }, "source": [ "* we can now visualize our results" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "cellView": "form", "colab": { "base_uri": "https://localhost:8080/", "height": 523 }, "id": "OiZO6SyV_xSl", "outputId": "84b2f16a-6c60-4bc4-a017-8448d3a72ce5" }, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 0.98, '$g(\\\\vec{r})$ at slice 27 $\\\\mathring{A}$')" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "z_slice = 27 # @param {type:\"slider\", min:1, max:91, step:1}\n", "fig,ax = plt.subplots()\n", "#z_slice = 10\n", "p = ax.pcolormesh(g_r[z_slice])\n", "ax.set_ylabel(f'y grid / {pdb.resolution}$\\\\mathring{{A}}$')\n", "ax.set_xlabel(f'x grid / {pdb.resolution}$\\\\mathring{{A}}$')\n", "#ax.set_ylim(20,100)\n", "#ax.set_xlim(10,65)\n", "fig.colorbar(p,ax=ax, label=\"$g(\\\\vec{r})/\\\\mathring{{A}}$\")\n", "fig.suptitle(f'$g(\\\\vec{{r}})$ at slice {z_slice*pdb.resolution} $\\\\mathring{{A}}$')" ] }, { "cell_type": "markdown", "metadata": { "id": "r_1J8Ar02USR" }, "source": [ "* lets make use of epipy's select commands to investigate our RISM calculation\n", "* epipy uses similar selection language to MDAnalysis and MDtraj\n", "* here, we will select densities around 4A of all of our proteins residues" ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "id": "BZ24OUegqK7L" }, "outputs": [], "source": [ "selected_grid = pdb.select_grid('guv around 4 resname LYS')" ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "cellView": "form", "colab": { "base_uri": "https://localhost:8080/", "height": 503 }, "id": "oKqzw32Zep-m", "outputId": "948a1f97-8830-40b7-fec6-1e982557604b" }, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, '$g(\\\\vec{r})$ at slice 25 $\\\\mathring{A}$')" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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pA2DSalsvJkVEZDH9HZ43eM7GpZ7eckU9/S/oPTepucG2mv10R2+53fEMg3UiG0/Sf8LAKrcteUsMtkVkLLUQUEt4NamUutaMSREREZHMcE6RZXBOERERERHYU0RERCQ7Ggio2VNU45gUERERyQyHzyyDw2dEREREYE8RERGR7HD1mWUwKSKiahc4dZHectuXuxqs03DJfv0nCgr0FjefkWN0XFW9Ec3mkQ56yxUV+mtF+sQabkyjf88YLuMnQzT/O6TUJ+Nx+IyIiIgIMk6KZs+eDYVCoXMEBARoz5eWliI2NhYNGjSAq6srhg4diry8PAtGTEREZB7q/60+k3KQ8WSbFAFA+/btkZOToz327t2rPTd16lRs3rwZa9euRUpKCrKzs/HMM89YMFoiIiLzUAvph7H27NmDqKgo+Pr6QqFQYMOGDTrn/95Rcf+YP3++wTYf1MEhN7KeU2RnZwdvb+9K5QUFBVi+fDlWr16NPn36AACSkpLQtm1bHDx4EI899lhNh0pERFSrlZSUICgoCOPGjdPbyZCToztvb8uWLYiJicHQoUOrbLd9+/bYuXOn9rOdnXxTD/lGBuDcuXPw9fWFk5MTwsLCkJCQAH9/f6SlpaGiogLh4eHaawMCAuDv748DBw4wKSIiolrNEhOtIyMjERkZafD83zspNm7ciN69e6NFixZVtmuog0OOZDt8FhoaipUrV2Lr1q1YsmQJMjIy0KNHDxQVFSE3NxcODg5wd3fXqePl5YXc3FyDbZaVlaGwsFDnICIikhsNFFBLODRQVGt8eXl5+PHHHxETE/PAa+93cLRo0QKjRo1CZmZmtcYmhWx7iv6arQYGBiI0NBRNmzbFd999B2dn/W/JfpCEhATMmTPHXCES0UPy+sTA8noZ06SdMOp62w5tDJ5TXL+lt3xA/ZcM1tl66z9G3Z/qFo24d0ipD6DSP/4dHR3h6OgoIbJ7Vq1aBTc3twfO5b3fwdGmTRvk5ORgzpw56NGjB06cOAE3NzfJcZibbHuK/s7d3R2tW7fG+fPn4e3tjfLycuTn5+tck5eXV2UX3YwZM1BQUKA9srKyqjlqIiIiy/Hz84NKpdIeCQkJZml3xYoVGDVqFJycnKq8LjIyEsOGDUNgYCAiIiLw008/IT8/H999951Z4jA32fYU/V1xcTEuXLiAF154AcHBwbC3t0dycrJ2gteZM2eQmZmJsLAwg22YK0MmIiKqTveHwaTUB4CsrCwolUptuTl+B/7yyy84c+YMvv32W6Pr/rWDQ45kmxS9/vrriIqKQtOmTZGdnY1Zs2bB1tYWI0eOhEqlQkxMDOLj4+Hh4QGlUolJkyYhLCyMk6yJiKjWM1dSpFQqdZIic1i+fDmCg4MRFBRkdN2/dnDIkWyToitXrmDkyJG4efMmPD090b17dxw8eBCenp4AgEWLFsHGxgZDhw5FWVkZIiIisHjxYgtHTUREVDsVFxfr9OBkZGQgPT0dHh4e8Pf3B3BvjtLatWuxYMECvW307dsXQ4YMQVxcHICqOzjkSLZJ0Zo1a6o87+TkhMTERCQmJtZQRERERDVDIxTQCNN7ikypm5qait69e2s/x8fHAwCio6OxcuVKAPd+NwshDCY1Fy5cwI0bN7SfH9TBITeyTYqIiIislbmGz4zRq1cvCFH1krfx48dj/PjxBs9funRJ5/ODOjjkhkkREZlFP5thlg7BotQnzhg8Z9O5vf4Tv180WGeAcqze8q2FSUbFRUQPj0kRERGRzKhhA7WEXXPUZozFmjApIiIikhkhcU6RkFDXmtWazRuJiIiIqhN7ioiIiGTGEhOtiUkRERGR7KiFDdRCwpwiCe9Ns2ZMioiIiGRGAwU0Ema4aMCsyBRMioiIqpnmyEm95YrQQMOV0s/qLeZSfaLqw6SIiIhIZjinyDKYFBEREcmM9DlFHD4zBZfkExEREYE9RURERLJzb6K1hBfCcvjMJEyKiIiIZEYj8TUfXH1mGg6fEREREYE9RURkJjs0aw2e62czrAYjqT3EoWMGz9m2aKb/RGlZ9QRDssKJ1pbBpIiIiEhmNLDh5o0WwOEzIiIiIrCniIiISHbUQgG1kLB5o4S61oxJERERkcyoJa4+U3P4zCRMioiIiGRGI2ygkTDRWsOJ1ibhnCIiIiIisKeIiKhWEfXdLB0C1QAOn1kGkyIiIiKZ0UDaZGmN+UKxKhw+IyIiIgJ7ioiIiGRH+uaN7PMwBZMiIiIimZH+mg8mRabgt0ZEREQE9hQRERHJjgYKaCBlojV3tDYFkyIiqnY7NGv1lvezGVbDkdQe4vpN/eVlZTUcCVkCh88sg98aEREREdhTREREJDvSN29kn4cpmBQRERHJjEYooJGyeaOEutaMSREREZHMaCT2FHGfItPwWyMiIiICe4qIiIhkRyNsoJGwgkxKXWvGpIiILMbQUn3AOpbrNzrgbvDc9e5FessVdvbVFA3JiRoKqCXsNSSlrjVjKklEREQE9hQRERHJDofPLINJERERkcyoIW0ITG2+UKwKU0kiIiLCnj17EBUVBV9fXygUCmzYsEHn/IsvvgiFQqFzDBgw4IHtJiYmolmzZnByckJoaCh+/fXXanoC6ZgUERERycz94TMph7FKSkoQFBSExMREg9cMGDAAOTk52uObb76pss1vv/0W8fHxmDVrFo4cOYKgoCBERETg2rVrRsdXEzh8RkSyZA0vkf1jkOGVZDaurnrLNcXF1RUOyYglXggbGRmJyMjIKq9xdHSEt7f3Q7e5cOFCvPzyyxg7diwAYOnSpfjxxx+xYsUKvPnmm0bHWN3YU0RERFRHFRYW6hxlZWWS2tu9ezcaNWqENm3aYOLEibh586bBa8vLy5GWlobw8HBtmY2NDcLDw3HgwAFJcVQXJkVEREQyI6CARsIh/jdJ28/PDyqVSnskJCSYHNOAAQPw5ZdfIjk5GR9++CFSUlIQGRkJtVr/tO4bN25ArVbDy8tLp9zLywu5ubkmx1GdOHxGREQkM+YaPsvKyoJSqdSWOzo6mtzmiBEjtH/u2LEjAgMD8cgjj2D37t3o27evye3KCXuKiIiIZEYjFJIPAFAqlTqHlKTo71q0aIGGDRvi/Pnzes83bNgQtra2yMvL0ynPy8szal5STWJSREREREa7cuUKbt68CR8fH73nHRwcEBwcjOTkZG2ZRqNBcnIywsLCaipMo3D4jIiISGbUsIFaQr+FKXWLi4t1en0yMjKQnp4ODw8PeHh4YM6cORg6dCi8vb1x4cIFvPHGG2jZsiUiIiK0dfr27YshQ4YgLi4OABAfH4/o6Gh06dIFISEh+Pjjj1FSUqJdjSY3TIqIqFap6iWyhsh1Gb+msafBc4pzmXrLt1esqa5wSEb+OgRman1jpaamonfv3trP8fHxAIDo6GgsWbIEx44dw6pVq5Cfnw9fX1/0798f7777rs6Q3IULF3Djxg3t5+HDh+P69euYOXMmcnNz8eijj2Lr1q2VJl/LBZMiIiIiQq9evSCEMHh+27ZtD2zj0qVLlcri4uK0PUdyx6SIiIhIZjSwgUbC8JmUutaMSREREZHMqIUCagnDZ1LqWjOmkkRERERgTxEREZHsWGKiNTEpIiIikh1h4pvu/1qfjMekiIjqvJpYxm/KPYgMUUMBNSTMKZJQ15oxlSQiIiICe4qIiIhkRyOkzQvSGN5uiKpQa3qK5s6dC4VCgSlTpmjLSktLERsbiwYNGsDV1RVDhw6t9OI5IiKi2kbzvzlFUg4yXq341g4fPoxly5YhMDBQp3zq1KnYvHkz1q5di5SUFGRnZ+OZZ56xUJRERERUm8k+KSouLsaoUaPwxRdfoH79+trygoICLF++HAsXLkSfPn0QHByMpKQk7N+/HwcPHrRgxERERNJooJB8kPFknxTFxsbiqaeeQnh4uE55WloaKioqdMoDAgLg7++PAwcO6G2rrKwMhYWFOgcREZHc3N/RWspBxpP1ROs1a9bgyJEjOHz4cKVzubm5cHBwgLu7u065l5cXcnNz9baXkJCAOXPmVEeoRFTHcIk9kfWRbU9RVlYWJk+ejK+//hpOTk5maXPGjBkoKCjQHllZWWZpl4iIyJw40doyZNtTlJaWhmvXrqFz587aMrVajT179uCzzz7Dtm3bUF5ejvz8fJ3eory8PHh7e+tt09HREY6OjtUdOhERkSQaSHzNB+cUmUS2SVHfvn1x/PhxnbKxY8ciICAA06dPh5+fH+zt7ZGcnIyhQ4cCAM6cOYPMzEyEhYVZImQiIiKqxWSbFLm5uaFDhw46ZS4uLmjQoIG2PCYmBvHx8fDw8IBSqcSkSZMQFhaGxx57zBIhExERmYWQuIJMsKfIJLJNih7GokWLYGNjg6FDh6KsrAwRERFYvHixpcMiIiKSRCMkDp9x9ZlJalVStHv3bp3PTk5OSExMRGJiomUCIiIiqgZSJ0tzorVp+K0RERERoZb1FBEREVkDDp9ZBpMiIiIimZH6qg4uyTcNh8+IiIiIwJ4iIiIi2eHwmWUwKSIiIpIZJkWWweEzIiIiIrCniIiISHbYU2QZTIqIiIhkhkmRZXD4jIiIiAjsKSIiIpIdAWl7DQnzhWJVmBQRERHJDIfPLINJERERkcwwKbIMzikiIiIiAnuKiIiIZIc9RZbBpIiIiEhmmBRZBofPiIiIiMCeIiIiItkRQgEhobdHSl1rxqSIiIhIZjRQSNqnSEpda8bhMyIiIiIwKSIiIpKd+xOtpRzG2rNnD6KiouDr6wuFQoENGzZoz1VUVGD69Ono2LEjXFxc4OvrizFjxiA7O7vKNmfPng2FQqFzBAQEGB1bTWFSREREJDP35xRJOYxVUlKCoKAgJCYmVjp3+/ZtHDlyBP/6179w5MgRfP/99zhz5gwGDhz4wHbbt2+PnJwc7bF3716jY6spnFNEREREiIyMRGRkpN5zKpUKO3bs0Cn77LPPEBISgszMTPj7+xts187ODt7e3maNtbqwp4iIiEhmzDV8VlhYqHOUlZWZLcaCggIoFAq4u7tXed25c+fg6+uLFi1aYNSoUcjMzDRbDObGpIiIiEhmzDV85ufnB5VKpT0SEhLMEl9paSmmT5+OkSNHQqlUGrwuNDQUK1euxNatW7FkyRJkZGSgR48eKCoqMksc5sbhMyIiIpkREne0vp8UZWVl6SQtjo6OkmOrqKjAc889ByEElixZUuW1fx2OCwwMRGhoKJo2bYrvvvsOMTExkmMxNyZFREREdZRSqayyJ8dY9xOiy5cv4+effza6bXd3d7Ru3Rrnz583W0zmxOEzIiIimREAhJBwVENM9xOic+fOYefOnWjQoIHRbRQXF+PChQvw8fGphgilY1JEREQkM/d3tJZyGKu4uBjp6elIT08HAGRkZCA9PR2ZmZmoqKjAs88+i9TUVHz99ddQq9XIzc1Fbm4uysvLtW307dsXn332mfbz66+/jpSUFFy6dAn79+/HkCFDYGtri5EjR0r+jqoDh8+IiIgIqamp6N27t/ZzfHw8ACA6OhqzZ8/Gpk2bAACPPvqoTr1du3ahV69eAIALFy7gxo0b2nNXrlzByJEjcfPmTXh6eqJ79+44ePAgPD09q/dhTMSkiIiISGYs8ULYXr16QQjDA29Vnbvv0qVLOp/XrFljdByWxKSIiIhIZjRCAYWEpEjKyjVrxjlFRERERGBPERERkezcX0UmpT4Zj0kRERGRzFhiThExKSIiIj0iG0/Sf0KtNlCuMfoeW64vNboOUXViUkRERCQz7CmyDCZFREREMsPVZ5bBpIiIiEhmONHaMrgkn4iIiAjsKSIiIpKdez1FUuYUmTEYK8KkiIiISGY40doymBQREdUB/R2eN3jOxtVFb7nCXWWwTsUj3nrL7W+U6K9wp9RwcAa6LQY0HG+4jgFbb3xudB2ih8WkiIiISGbE/w4p9cl4TIqIiIhkhsNnlsHVZ0RERERgTxEREZH8cPzMIpgUERERyY3E4TNw+MwkHD4jIiIiAnuKiIhqFUNvr7f1cDdcydBOfo72BqvY3bqtt/zu6XOG72OAbccA/Sfc6hmsIy5m6S2P9H5Fb/mW3MVGxyVnfM2HZTApIiIikhmuPrMMJkVERERyIxTS5gUxKTIJ5xQRERERoZqSosLCQuzZsweffvppdTRPRERUp92fUyTlIOM99PBZVlYWvL29YW+vOzEvMzMT6enpOsfly5chhICLiwteffVVswdNRERUp3GfIot4qKRo3rx58PDwwO7du/HVV18BAPr06YPffvsNt27dgkqlQrt27dChQwdkZmZi+fLl6Nu3L/z8/Ko1eCIiIiJzeaikqE2bNkhLS9NJcvbu3Ytp06bhlVdeQePGjbXlK1asQEhICBMiIqJqcDcnV2+5XYMGhuvcvKn/xPUb5gjpgdTHTxtd5+b4bnrLPVem6i2P9J9isK0tmR8bfX9L4+ozy3iopGjQoEEYNGiQTtmhQ4cwefJknDx5EvPmzUPr1q2rJUAiIiKrxCGwGmfyROtOnTphz549eO655xAREYHY2Fhcu3bNnLERERER1RjJq8+ef/55nDx5EvXr10f79u2h0WigVqslB7ZkyRIEBgZCqVRCqVQiLCwMW7Zs0Z4vLS1FbGwsGjRoAFdXVwwdOhR5eXmS70tERGRp94fPpBxkPLMsya9Xrx7ee+89HDp0CE8//TT69u2Ljz76CHfu3DG5zSZNmmDu3LlIS0tDamoq+vTpg0GDBuHkyZMAgKlTp2Lz5s1Yu3YtUlJSkJ2djWeeecYcj0NERGRZwgwHGc2s+xS1aNECGzduxFdffYWkpCS0aNHC5LaioqLw5JNPolWrVmjdujXef/99uLq64uDBgygoKMDy5cuxcOFC9OnTB8HBwUhKSsL+/ftx8OBBMz4RERERWYtq2byxf//++O233zB9+nSztKdWq7FmzRqUlJQgLCwMaWlpqKioQHh4uPaagIAA+Pv748CBAwbbKSsrQ2Fhoc5BREQkPwozHGSsanv3WU5ODo4dOyapjePHjyMsLAylpaVwdXXF+vXr0a5dO6Snp8PBwQHu7u4613t5eSE3V/9yVQBISEjAnDlzJMVERFQT+tkMM+p6g8vua6kGn+/XWy7s7PWWa67Xrefn5o2WUW3vPvvjjz+watUqSW20adMG6enpOHToECZOnIjo6GicOnXK5PZmzJiBgoIC7ZGVlSUpPiIiomrBOUUWYXJP0aZNm6o8f/HiRVOb1nJwcEDLli0BAMHBwTh8+DA++eQTDB8+HOXl5cjPz9fpLcrLy4O3t7fB9hwdHeHo6Cg5LiIiIqp7TE6KBg8eDIVCAVHFW+cUCvOOaWo0GpSVlSE4OBj29vZITk7G0KFDAQBnzpxBZmYmwsLCzHpPIiKiGicU9w4p9cloJidFPj4+WLx4caWdru9LT09HcHCwyYHNmDEDkZGR8Pf3R1FREVavXo3du3dj27ZtUKlUiImJQXx8PDw8PKBUKjFp0iSEhYXhscceM/meREREciD1TfdS6lozk5Oi4OBgpKWlGUyKHtSL9CDXrl3DmDFjkJOTA5VKhcDAQGzbtg39+vUDACxatAg2NjYYOnQoysrKEBERgcWLF5t8PyIiIrJuJk+0njZtGrp10//CPgBo2bIldu3aZWrzWL58OS5duoSysjJcu3YNO3fu1CZEAODk5ITExET88ccfKCkpwffff1/lfCIiIqJawwITrffs2YOoqCj4+vpCoVBgw4YNuiEJgZkzZ8LHxwfOzs4IDw/HuXPnHthuYmIimjVrBicnJ4SGhuLXX381PrgqFBYWYs+ePfj0008lt2VyT1GPHj2qPO/i4oKePXua2jwRUZ1n7LJ7Amxc6uk/UcUc1gHKsXrLtxYmmSOk6mGBOUUlJSUICgrCuHHj9L4hYt68efj000+xatUqNG/eHP/6178QERGBU6dOwcnJSW+b3377LeLj47F06VKEhobi448/RkREBM6cOYNGjRoZjCUrKwve3t6wt9fdgiEzMxPp6ek6x+XLlyGEgIuLC1599VWjn/uvqm1JPhEREdUekZGReO+99zBkyJBK54QQ+Pjjj/H2229j0KBBCAwMxJdffons7OxKPUp/tXDhQrz88ssYO3Ys2rVrh6VLl6JevXpYsWKFwTrz5s3Dtm3bMHbsn8lsnz590KBBAzRr1gzR0dHYtm0bPD09kZmZieXLl+Py5csoKiqS9PwAkyIiIiLZUQjphzllZGQgNzdX500SKpUKoaGhBt8kUV5ejrS0NJ06NjY2CA8Pr/LtE23atEFmZib8/Py0ZXv37sWECROQlZWFW7duYd++fVi2bBkUCgVCQkJ0rpWi2na0JiIiIhOZaUfrv7/OytT9+u6/LcLLy0unvKo3Sdy4cQNqtVpvndOnTxu816BBgyot4jp06BAmT56MkydPYt68eWjdurXRz/Aw2FNERERUR/n5+UGlUmmPhIQES4dkkk6dOmHPnj147rnnEBERgdjYWFy7ds3s9zE5KZo5cybS0tLMGQsREREBf060lnLg3oTlv77easaMGSaFc391d15enk55VW+SaNiwIWxtbY2q8yDPP/88Tp48ifr166N9+/bQaDRQq9UmtaWPyUnRlStXEBkZiSZNmmDixInYsmULysvLzRYYERGR1TLTknylUqlzmPqqq+bNm8Pb2xvJycnassLCQhw6dMjgmyQcHBwQHBysU0ej0SA5OVnS2yfq1auH9957D4cOHcLTTz+Nvn374qOPPsKdO3dMbvM+k+cUrVixAhqNBvv27cPmzZsxZcoU5OTkoF+/fhg0aBCefvppeHh4SA6QiIjovp9+36O3PLJZV4N1FPX0L+OP9J9isM6WzI+NCcv8zDSnyBjFxcU4f/689nNGRgbS09Ph4eEBf39/TJkyBe+99x5atWqlXZLv6+uLwYMHa+v07dsXQ4YMQVxcHAAgPj4e0dHR6NKlC0JCQvDxxx+jpKREZ2WZqVq0aIGNGzdi+/btmDp1KhYsWICcnBxJbUqaaG1jY4MePXqgR48emDdvHn7//Xds3rwZy5Ytw/jx4xESEoKBAwdi5MiRaNy4saRAiYiIqPqkpqaid+/e2s/x8fEAgOjoaKxcuRJvvPEGSkpKMH78eOTn56N79+7YunWrzh5FFy5cwI0bN7Sfhw8fjuvXr2PmzJnIzc3Fo48+iq1bt1aafP0gM2fOxKBBg/S+Pqx///747bff8Nlnnxn7yJUohJR3cVTh+vXr2LRpEzZt2oQePXrg9ddfr47bSFJYWAiVSoWCggIolUpLh0NEVoabNxpvW/ZvestN6SlSuLoYrKOvp6gmfmfcv4ffR+/Cxln/hogPQ3OnFFmv/6vO/H4bN24cfvjhBzg4OCAqKgoDBw5E37594eDgYNb7VNuSfE9PT8TExCAmJqa6bkFERFQ3WWBHazmrqSk7XJJPREREsnd/ys68efNw5swZHDp0CKGhoVi2bBl8fX3xxBNP4KOPPsLVq1dNvgc3byQiIpIZqbtSm3tHazlq27Yt2rZtizfeeENnyg4Ak6fsMCkiIiKSGwusPqvNzDVlh0kRERHVGhG+QXrL7fwNv3Fdk6t/5+OqJlqTfFVUVCA3Nxe3b9+Gp6enWbf/4ZwiIiIikrWioiIsWbIEPXv2hFKpRLNmzdC2bVt4enqiadOmePnll3H48GHJ9zGpp+j+3gUPY+HChabcgoiIyGopIHFOkdkisbyFCxfi/fffxyOPPIKoqCi89dZb8PX1hbOzM/744w+cOHECv/zyC/r374/Q0FD8+9//RqtWrUy6l0lJ0dGjR3U+HzlyBHfv3kWbNm0AAGfPnoWtra3eTZaIiIiIHmTx4sUYPXo0Dh8+jD179iAgIACbN29Gt27d4Obmpr0uJCQE48aNw9KlS5GUlIRffvmlZpOiXbt2af+8cOFCuLm5YdWqVahfvz4A4NatWxg7dix69OhhUlBERERWzcr3KZo4cSI2btyIrVu3Yt26ddpNGkeOHImTJ0/qJEX3OTo6YsKECZLuK3lO0YIFC5CQkKBNiACgfv36eO+997BgwQKpzRMREVkfM70QtraaNWsWHnnkEaxatQo2Nn+mKl27dkVGRka13VdyUlRYWIjr169XKr9+/TqKioqkNk9ERGR9rDwp8vb2hkKhQP369WFn9+eg1qRJk/DWW28hKyurWu4reUn+kCFDMHbsWCxYsAAhISEAgEOHDmHatGl45plnJAdIRET0IHczrxg8Z+vurrdcFBVXUzRUXYYPHw4AaN++PQYOHIhevXqhU6dO6Nixo1negyY5KVq6dClef/11PP/886ioqIAQAvb29oiJicH8+fMlB0hERGRtuKM1oO999RkZGfjtt9+Qnp6O3377DQkJCbh06RLs7OzQpk0bHDt2TNI9JSdF9erVw+LFizF//nxcuHABAPDII4/AxYWbYhEREZmEO1pj9OjRlcqaNm2Kpk2bYuDAgdqyoqIipKenS06IAAn7FL377rtwcXF54J5F3KeIiIiIjPWPf/zjoa5zc3NDjx49zLLi3eR9iioqKrR/NkShqN1LAomIiCyCPUVamZmZ8Pf3f+jrr169isaNG5t0L8n7FP31z0RERCQd5xT9qWvXrhg8eDBeeukldO3aVe81BQUF+O677/DJJ59g/PjxePXVV026l6Q5RRUVFRgwYACWLl1q8u6RRERERIacOnUK77//Pvr16wcnJycEBwfD19cXTk5OuHXrFk6dOoWTJ0+ic+fOmDdvHp588kmT7yUpKbK3tzfLxCYiIqLqoqjnrLdclJYarDOg4fhKZXc15WaL6YGsfEfrv2rQoIH2/Wc//vgj9u7di8uXL+POnTto2LAhRo0ahYiICHTo0EHyvSSvPhs9ejSWL1+OuXPnSg6GiIiIwDlFejg7O6Ndu3Z45plndHa5NifJSdHdu3exYsUK7Ny5E8HBwZWW4nP1GREREZlDhw4d4OTkhHbt2iEoKEjncDewSacxJCdFJ06cQOfOnQEAZ8+e1TnH1WdERETG40Rr/VJSUjBs2DA0btwYRUVF+OKLL3Dy5EkoFAq0bNkSzz33HF577TWTEyTJSRFXnxEREZkZh8/0mjx5MpYsWYIhQ4Zoy5KTk/GPf/wDo0ePxs6dO/HVV1/h119/haenp9HtV8+gHBEREZlO/NlbZMpRV5Oi06dPo3379jplffv2xaJFi/Dbb79h9+7d6NKlC9566y2T2pfcU2RoR2uFQgEnJye0bNkSgwYNgoeHh9RbERERkRULDg7G119/jTlz5uiUd+jQAdu3b4dCocC0adO0L441luSk6OjRozhy5AjUajXatGkD4N7cIltbWwQEBGDx4sV47bXXsHfvXrRr107q7YiI6owdmrUGz/WzGVaDkdQeCltbveW2Pt4G64j8Av1tebgbrLPl0qJKZYWFhVCpVlUdoLlw+Eyvjz76COHh4bh48SL++c9/IiAgAOXl5Vi0aJG288XT0xN5eXkmtS95+GzQoEEIDw9HdnY20tLSkJaWhitXrqBfv34YOXIkrl69iieeeAJTp06VeisiIiLrIMxw1EGhoaE4cOAAsrOz0a5dOzg7O8PFxQVffPGFdmugo0ePwtfX16T2JfcUzZ8/Hzt27IBSqdSWqVQqzJ49G/3798fkyZMxc+ZM9O/fX+qtiIiIyMp16NABycnJyMzMRHp6OmxtbREcHAxv73u9hZ6enibvnSg5KSooKMC1a9cqDY1dv34dhYWFAAB3d3eUl9fgTqBERES1GJfkP5i/v7/eF8X26NHD5DbNMnw2btw4rF+/HleuXMGVK1ewfv16xMTEYPDgwQCAX3/9Fa1bt5Z6KyIiIqJqI7mnaNmyZZg6dSpGjBiBu3fv3mvUzg7R0dFYtOjeRLWAgAD85z//kXorIiIiomojOSlydXXFF198gUWLFuHixYsAgBYtWsDV1VV7zaOPPir1NkRERNaDq88sQnJSdJ+rqysCAwPN1RwRkVWrarm+serS8n5bM7zf6j59y+7lgnOKLIM7WhMRERHBjD1FREREZEbs7alxTIqIiIjkhnOKLELy8Fl0dDT27NljjliIiIgI0l4GK3U+kjWTnBQVFBQgPDwcrVq1wgcffICrV6+aIy4iIiKiGiU5KdqwYQOuXr2KiRMn4ttvv0WzZs0QGRmJdevWoaKiwhwxEhERWRe++8wizDKnyNPTE/Hx8YiPj8eRI0eQlJSEF154Aa6urhg9ejReeeUVtGrVyhy3ojqmqqXC5lySTES1jEL/v9k1t2/rLd92fWl1RlPjanpJfrNmzXD58uVK5a+88goSExMrla9cuRJjx47VKXN0dERpaalxN5YZsy7Jz8nJwY4dO7Bjxw7Y2triySefxPHjx9GuXTvt7tZEREQkL4cPH0ZOTo722LFjBwBg2DDD/3BVKpU6dfQlVbWN5J6iiooKbNq0CUlJSdi+fTsCAwMxZcoUPP/881AqlQCA9evXY9y4cZg6darkgImIiOq8Gl595unpqfN57ty5eOSRR9CzZ0+DdRQKhfbN9HWF5KTIx8cHGo0GI0eOxK+//qr3lR69e/eGuxl3ISUiIqrTzJQUFRYW6hQ7OjrC0dGxyqrl5eX46quvEB8fD4VCYfC64uJiNG3aFBqNBp07d8YHH3yA9u3bSwja8iQPny1atAjZ2dlITEw0+I4zd3d3ZGRkSL0VERERGcHPzw8qlUp7JCQkPLDOhg0bkJ+fjxdffNHgNW3atMGKFSuwceNGfPXVV9BoNOjWrRuuXLlixuhrnuSeohdeeMEccRAREdH/mGuidVZWlnYqC4AH9hIBwPLlyxEZGQlfX1+D14SFhSEsLEz7uVu3bmjbti2WLVuGd9991/TALYw7WhMREcmNmYbPlEqlTlL0IJcvX8bOnTvx/fffG3U7e3t7dOrUCefPnzeqntwwKSKzMfebuM3ZHpf3kzUz9N+/uf+fNScbe/2/nraVfFnDkViXpKQkNGrUCE899ZRR9dRqNY4fP44nn3yymiKrGWZdkk9ERERmYIHNGzUaDZKSkhAdHQ07O92kdMyYMZgxY4b28zvvvIPt27fj4sWLOHLkCEaPHo3Lly/jpZdeMv7GMsKeIiIiIpmp6c0bAWDnzp3IzMzEuHHjKp3LzMyEjc2f/Si3bt3Cyy+/jNzcXNSvXx/BwcHYv38/2rVrZ3rQMiDbnqKEhAR07doVbm5uaNSoEQYPHowzZ87oXFNaWorY2Fg0aNAArq6uGDp0KPLy8iwUMRERkZlYoKeof//+EEKgdevWlc7t3r0bK1eu1H5etGgRLl++jLKyMuTm5uLHH39Ep06djL+pzMg2KUpJSUFsbCwOHjyIHTt2oKKiAv3790dJSYn2mqlTp2Lz5s1Yu3YtUlJSkJ2djWeeecaCURMREVFtJdvhs61bt+p8XrlyJRo1aoS0tDQ88cQTKCgowPLly7F69Wr06dMHwL0JYm3btsXBgwfx2GOPWSJsIiIiySwxfEYy7in6u4KCAgCAh4cHACAtLQ0VFRUIDw/XXhMQEAB/f38cOHBAbxtlZWUoLCzUOYiIiGTHAsNnJOOeor/SaDSYMmUKHn/8cXTo0AEAkJubCwcHh0qvD/Hy8kJubq7edhISEjBnzpzqDrfOMLRct9+JYr3lCluVwbaEWm2WmExl6Fm4VJ+sGf/7J9JVK3qKYmNjceLECaxZs0ZSOzNmzEBBQYH2yMrKMlOEREREZsSeIouQfU9RXFwcfvjhB+zZswdNmjTRlnt7e6O8vBz5+fk6vUV5eXkG39r7MC/CIyIisjTF/w4p9cl4su0pEkIgLi4O69evx88//4zmzZvrnA8ODoa9vT2Sk5O1ZWfOnEFmZqbO+1iIiIiIHoZse4piY2OxevVqbNy4EW5ubtp5QiqVCs7OzlCpVIiJiUF8fDw8PDygVCoxadIkhIWFceUZERHVbmZ69xkZR7ZJ0ZIlSwAAvXr10ilPSkrCiy++CODe5lE2NjYYOnQoysrKEBERgcWLF9dwpERERObFJfmWIdukSIgH/406OTkhMTERiYmJNRARERER1WWyTYpIvnYNaKO33Ma5wGAddbH+ZfyWVtVbwrlcmYgshsNnFsGkiIiISI6Y2NQ4JkVEREQywzlFliHbJflERERENYk9RURERHLDOUUWwaSIiIhIZjh8ZhkcPiMiIiICe4qsXlVL0m2CO+gtv5t2orrCISIigMNnFsKkiIiISGY4fGYZHD4jIiIiAnuKiIiI5IfDZxbBpIiIiEhumBRZBIfPiIiIiMCeIiIiItnhRGvLYFJkJSK9X9FbrggNNFjnSi9XveW+aWYJSfYMbVewQ7O2hiMhIqvD4TOLYFJEREQkMwohoBCmZzZS6lozzikiIiIiAnuKiIiI5IfDZxbBpIiIiEhmONHaMjh8RkRERAT2FBEREckPh88sgkmRlbh7/ab+E9euG6zT5Jiz3nKNOQIiszO0hUBNMWWrAkvHbApuyUA1gcNnlsHhMyIiIiKwp4iIiEh+OHxmEUyKiIiIZIbDZ5bB4TMiIiIisKeIiIhIfjh8ZhFMioiIiGSIQ2A1j0mRlbBxctRbrrAz/J+AuqiousKhOqg2Lq83haHn5FJ9Mish7h1S6pPROKeIiIjIys2ePRsKhULnCAgIqLLO2rVrERAQACcnJ3Ts2BE//fRTDUVbfZgUERERycz91WdSDmO1b98eOTk52mPv3r0Gr92/fz9GjhyJmJgYHD16FIMHD8bgwYNx4sQJCU9teUyKiIiI5EaY4TCSnZ0dvL29tUfDhg0NXvvJJ59gwIABmDZtGtq2bYt3330XnTt3xmeffWb8jWWESREREVEdVVhYqHOUlZUZvPbcuXPw9fVFixYtMGrUKGRmZhq89sCBAwgPD9cpi4iIwIEDB8wWuyUwKSIiIpIZhUb6AQB+fn5QqVTaIyEhQe/9QkNDsXLlSmzduhVLlixBRkYGevTogSIDC25yc3Ph5eWlU+bl5YXc3Fyzfg81javPiIiI5MZM+xRlZWVBqVRqix0d9a9EjoyM1P45MDAQoaGhaNq0Kb777jvExMRICKR2YVJkJWwaeOgtF7dvG6xj21H/ygP18dNmiYlMYy1L32ubqv5euFyfLEWpVOokRQ/L3d0drVu3xvnz5/We9/b2Rl5enk5ZXl4evL29TYpTLjh8RkREJDOWWH32V8XFxbhw4QJ8fHz0ng8LC0NycrJO2Y4dOxAWFibtxhbGpIiIiEhu7m/eKOUwwuuvv46UlBRcunQJ+/fvx5AhQ2Bra4uRI0cCAMaMGYMZM2Zor588eTK2bt2KBQsW4PTp05g9ezZSU1MRFxdn1q+hpnH4jIiIyMpduXIFI0eOxM2bN+Hp6Ynu3bvj4MGD8PT0BABkZmbCxubPfpRu3bph9erVePvtt/HWW2+hVatW2LBhAzp06GCpRzALJkVEREQyI3UIzNi6a9asqfL87t27K5UNGzYMw4bVrTmOTIqIiIjkxkyrz8g4TIqIiIhkpqZ7iugeJkVWYkvmx3rLI5xfMFhHkZmjt9zOq5H+Cra2Btu61auZ3nLVujSDdTTl5QbPERERmRuTIiIiIrkxYQVZpfpkNCZFREREMsPhM8vgPkVEREREYE8RERGR/HD1mUUwKSIiIpIZDp9ZBofPiIiIiMCeIqu37c5/DZ4boByrt1x985becqFWG2zLfVOR/rZkvOxerm82NxRXVW9pN0XexrZ6y32j9W/VoM7PN+v9iayaRtw7pNQnozEpIiIikhvOKbIIDp8RERERgT1FREREsqOAxInWZovEujApIiIikhvuaG0RTIqIiIhkhkvyLYNzioiIiIjAniKqikL/qLSNSz295epC/cvuAUBz545ZQgLku1S+NqqI6GrwnNfgNL3laqHRW35uaYjBtlpN+NW4wGTsbngXveV2O1NrOBKq07j6zCKYFBEREcmMQggoJMwLklLXmsl2+GzPnj2IioqCr68vFAoFNmzYoHNeCIGZM2fCx8cHzs7OCA8Px7lz5ywTLBEREdV6sk2KSkpKEBQUhMTERL3n582bh08//RRLly7FoUOH4OLigoiICJSWltZwpERERGamMcNBRpPt8FlkZCQiIyP1nhNC4OOPP8bbb7+NQYMGAQC+/PJLeHl5YcOGDRgxYkRNhkpERGRWHD6zDNn2FFUlIyMDubm5CA8P15apVCqEhobiwIEDFoyMiIiIaivZ9hRVJTc3FwDg5eWlU+7l5aU9p09ZWRnKysq0nwsLC6snQCIiIim4+swiamVSZKqEhATMmTPH0mHUGgpXF/0nbG31FttUVBhuzEBXrqhiqT6X3hvH3N9Xf4fn9ZaLu/onK7T9INtgW3fNElHNsvNsqLfc9uBpveXCwaE6wyFrwx2tLaJWDp95e3sDAPLy8nTK8/LytOf0mTFjBgoKCrRHVlZWtcZJREREtUetTIqaN28Ob29vJCcna8sKCwtx6NAhhIWFGazn6OgIpVKpcxAREcnN/dd8SDnIeLIdPisuLsb58+e1nzMyMpCeng4PDw/4+/tjypQpeO+999CqVSs0b94c//rXv+Dr64vBgwdbLmgiIiJz4PCZRcg2KUpNTUXv3r21n+Pj4wEA0dHRWLlyJd544w2UlJRg/PjxyM/PR/fu3bF161Y4OTlZKmQiIiKzUGjuHVLqk/FkmxT16tULoopMV6FQ4J133sE777xTg1ERERFRXSXbpIiIiMhqcfjMIpgUkUFbrv7bqOsH1H/J4DmFSz295dtKvjTqHlRztpev1ltuaKm+5sYf1RlOtbBr09LwyTv6XxkkCov1lm8r/docIRHdw32KLKJWrj4jIiIiMjf2FBEREckM331mGUyKiIiI5IZziiyCw2dEREREYE8RERGR/AgAUvYaYkeRSZgUERERyQznFFkGkyIym623/mPpEKgG2Daor/+Evb3BOoqmTfSXG1jeDgB3r2brLT+3OFRveZtlRQbbsrlVqP9ExV2DdVBaprd4253/Gq5DZC4CEucUmS0Sq8I5RURERFYuISEBXbt2hZubGxo1aoTBgwfjzJkzVdZZuXIlFAqFzlHbX7XFpIiIiEhu7q8+k3IYISUlBbGxsTh48CB27NiBiooK9O/fHyUlJVXWUyqVyMnJ0R6XL1+W8tQWx+EzIiIiudEAUEisb4StW7fqfF65ciUaNWqEtLQ0PPHEEwbrKRQKeHt7mxKhLLGniIiIiHQUFBQAADw8PKq8rri4GE2bNoWfnx8GDRqEkydP1kR41YY9RURERDJjrtVnhYW6iwwcHR3h6OhYZV2NRoMpU6bg8ccfR4cOHQxe16ZNG6xYsQKBgYEoKCjARx99hG7duuHkyZNo0kT/4gq5Y08RERGR3JhpTpGfnx9UKpX2SEhIeOCtY2NjceLECaxZs6bK68LCwjBmzBg8+uij6NmzJ77//nt4enpi2bJlZvkKLIE9RURklC05iUbXifScoLdcXWBgqTwAKPT/m61V7GH91zs4GGxKY6u/rW3Fqwzfn6gOyMrKglKp1H5+UC9RXFwcfvjhB+zZs8fo3h57e3t06tQJ58+fNylWOWBPERERkdyYqadIqVTqHIaSIiEE4uLisH79evz8889o3ry50SGr1WocP34cPj4+kh7dkthTREREJDc1/ELY2NhYrF69Ghs3boSbmxtyc3MBACqVCs7OzgCAMWPGoHHjxtohuHfeeQePPfYYWrZsifz8fMyfPx+XL1/GSy+9ZHrcFsakiIiIyMotWbIEANCrVy+d8qSkJLz44osAgMzMTNjY/DnAdOvWLbz88svIzc1F/fr1ERwcjP3796Ndu3Y1FbbZMSkiIiKSmxrep0g8RM/S7t27dT4vWrQIixYtMu5GMsekiIiISGb4QljLYFJEREQkNzU8p4juYVJERNVuy/WlessjW04zXKlA/1vvxV39b7bfeus/RsdFRPRXTIqIiIjkRiMAhYTeHg17ikzBpIiIiEhuOHxmEdy8kYiIiAjsKSIiIpIhiT1FYE+RKZgUERERyQ2HzyyCSRERWcyW8/MtHQIRkRaTIiIiIrnRCEgaAuPqM5MwKSIiIpIbobl3SKlPRuPqMyIiIiKwp4iIiEh+ONHaIpgUERERyQ3nFFkEkyIiIiK5YU+RRXBOERERERHYU0RERCQ/AhJ7iswWiVVhUkRERCQ3HD6zCA6fEREREYE9RURERPKj0QCQsAGjhps3moJJERERkdxw+MwiOHxGREREBPYUERERyQ97iiyCSREREZHccEdri+DwGRERERHYU0RERCQ7QmgghOkryKTUtWZMioiIiORGCGlDYJxTZBImRURERHIjJM4pYlJkEs4pIiIiIgJ7ioiIiORHowEUEuYFcU6RSZgUERERyQ2HzyyCw2dEREREYE8RERGR7AiNBkLC8BmX5JuGSREREZHccPjMIjh8RkRERAT2FBEREcmPRgAK9hTVNCZFREREciMEAClL8pkUmYLDZ0RERERgTxEREZHsCI2AkDB8JthTZJI60VOUmJiIZs2awcnJCaGhofj1118tHRIREZHphEb6YQJjf5+uXbsWAQEBcHJyQseOHfHTTz+ZdF+5qPVJ0bfffov4+HjMmjULR44cQVBQECIiInDt2jVLh0ZERGQSoRGSD2MZ+/t0//79GDlyJGJiYnD06FEMHjwYgwcPxokTJ6Q+vsUoRC3vYwsNDUXXrl3x2WefAQA0Gg38/PwwadIkvPnmm1XWLSwshEqlQkFBAZRKZU2ES0REtVRN/M64f49eiiGwU9ib3M5dUYHdYr1RsRr7+3T48OEoKSnBDz/8oC177LHH8Oijj2Lp0qUmx25JtXpOUXl5OdLS0jBjxgxtmY2NDcLDw3HgwIFK15eVlaGsrEz7uaCgAMC9/wiJiIiqcv93RU30JdwVZZJe6noXFQAq/35zdHSEo6NjpeuN/X0KAAcOHEB8fLxOWUREBDZs2GBy3JZWq5OiGzduQK1Ww8vLS6fcy8sLp0+frnR9QkIC5syZU6ncz8+v2mIkIqK6paioCCqVqlradnBwgLe3N/bmSp+b4+rqWun326xZszB79uxK1xr7+xQAcnNz9V6fm5srLXALqtVJkbFmzJihk9Xm5+ejadOmyMzMrLb/wOWssLAQfn5+yMrKssrhQz4/n5/Pz+c35vmFECgqKoKvr2+1xeXk5ISMjAyUl5dLbksIAYVCoVOmr5eI/lSrk6KGDRvC1tYWeXl5OuV5eXnw9vaudL2hbkOVSmWVPxTuUyqVfH4+v6XDsBg+P5/fmOeviX9AOzk5wcnJqdrv81fG/j4FAG9vb6Ourw1q9eozBwcHBAcHIzk5WVum0WiQnJyMsLAwC0ZGRERUe5jy+zQsLEznegDYsWNHrf79W6t7igAgPj4e0dHR6NKlC0JCQvDxxx+jpKQEY8eOtXRoREREtcaDfp+OGTMGjRs3RkJCAgBg8uTJ6NmzJxYsWICnnnoKa9asQWpqKj7//HNLPoYktT4pGj58OK5fv46ZM2ciNzcXjz76KLZu3Vpp8pc+jo6OmDVrltWOsfL5+fx8fj4/n986n1+fB/0+zczMhI3NnwNM3bp1w+rVq/H222/jrbfeQqtWrbBhwwZ06NDBUo8gWa3fp4iIiIjIHGr1nCIiIiIic2FSRERERAQmRUREREQAmBQRERERAbDypCgxMRHNmjWDk5MTQkND8euvv1o6pGqxZ88eREVFwdfXFwqFotJ7aYQQmDlzJnx8fODs7Izw8HCcO3fOMsFWg4SEBHTt2hVubm5o1KgRBg8ejDNnzuhcU1paitjYWDRo0ACurq4YOnRopU3JaqslS5YgMDBQu0ldWFgYtmzZoj1fl5/97+bOnQuFQoEpU6Zoy+r688+ePRsKhULnCAgI0J6v689/9epVjB49Gg0aNICzszM6duyI1NRU7fm6/vOPjGO1SdG3336L+Ph4zJo1C0eOHEFQUBAiIiJw7do1S4dmdiUlJQgKCkJiYqLe8/PmzcOnn36KpUuX4tChQ3BxcUFERARKS0trONLqkZKSgtjYWBw8eBA7duxARUUF+vfvj5KSEu01U6dOxebNm7F27VqkpKQgOzsbzzzzjAWjNp8mTZpg7ty5SEtLQ2pqKvr06YNBgwbh5MmTAOr2s//V4cOHsWzZMgQGBuqUW8Pzt2/fHjk5Odpj79692nN1+flv3bqFxx9/HPb29tiyZQtOnTqFBQsWoH79+tpr6vrPPzKSsFIhISEiNjZW+1mtVgtfX1+RkJBgwaiqHwCxfv167WeNRiO8vb3F/PnztWX5+fnC0dFRfPPNNxaIsPpdu3ZNABApKSlCiHvPa29vL9auXau95vfffxcAxIEDBywVZrWqX7+++M9//mM1z15UVCRatWolduzYIXr27CkmT54shLCOv/tZs2aJoKAgvefq+vNPnz5ddO/e3eB5a/z5R1Wzyp6i8vJypKWlITw8XFtmY2OD8PBwHDhwwIKR1byMjAzk5ubqfBcqlQqhoaF19rsoKCgAAHh4eAAA0tLSUFFRofMdBAQEwN/fv859B2q1GmvWrEFJSQnCwsKs5tljY2Px1FNP6TwnYD1/9+fOnYOvry9atGiBUaNGITMzE0Ddf/5NmzahS5cuGDZsGBo1aoROnTrhiy++0J63xp9/VDWrTIpu3LgBtVpdaddrLy8v5ObmWigqy7j/vNbyXWg0GkyZMgWPP/64dtfV3NxcODg4wN3dXefauvQdHD9+HK6urnB0dMSECROwfv16tGvXziqefc2aNThy5Ij21QR/ZQ3PHxoaipUrV2Lr1q1YsmQJMjIy0KNHDxQVFdX557948SKWLFmCVq1aYdu2bZg4cSJeffVVrFq1CoD1/fyjB6v1r/kgMkZsbCxOnDihM6fCGrRp0wbp6ekoKCjAunXrEB0djZSUFEuHVe2ysrIwefJk7Nixo8bfOi4XkZGR2j8HBgYiNDQUTZs2xXfffQdnZ2cLRlb9NBoNunTpgg8++AAA0KlTJ5w4cQJLly5FdHS0haMjObLKnqKGDRvC1ta20gqLvLw8eHt7Wygqy7j/vNbwXcTFxeGHH37Arl270KRJE225t7c3ysvLkZ+fr3N9XfoOHBwc0LJlSwQHByMhIQFBQUH45JNP6vyzp6Wl4dq1a+jcuTPs7OxgZ2eHlJQUfPrpp7Czs4OXl1edfn593N3d0bp1a5w/f77O//37+PigXbt2OmVt27bVDh9a088/ejhWmRQ5ODggODgYycnJ2jKNRoPk5GSEhYVZMLKa17x5c3h7e+t8F4WFhTh06FCd+S6EEIiLi8P69evx888/o3nz5jrng4ODYW9vr/MdnDlzBpmZmXXmO/g7jUaDsrKyOv/sffv2xfHjx5Genq49unTpglGjRmn/XJefX5/i4mJcuHABPj4+df7v//HHH6+0/cbZs2fRtGlTANbx84+MZOmZ3payZs0a4ejoKFauXClOnTolxo8fL9zd3UVubq6lQzO7oqIicfToUXH06FEBQCxcuFAcPXpUXL58WQghxNy5c4W7u7vYuHGjOHbsmBg0aJBo3ry5uHPnjoUjN4+JEycKlUoldu/eLXJycrTH7du3tddMmDBB+Pv7i59//lmkpqaKsLAwERYWZsGozefNN98UKSkpIiMjQxw7dky8+eabQqFQiO3btwsh6vaz6/PX1WdC1P3nf+2118Tu3btFRkaG2LdvnwgPDxcNGzYU165dE0LU7ef/9ddfhZ2dnXj//ffFuXPnxNdffy3q1asnvvrqK+01df3nHxnHapMiIYT497//Lfz9/YWDg4MICQkRBw8etHRI1WLXrl0CQKUjOjpaCHFvWeq//vUv4eXlJRwdHUXfvn3FmTNnLBu0Gel7dgAiKSlJe82dO3fEK6+8IurXry/q1asnhgwZInJyciwXtBmNGzdONG3aVDg4OAhPT0/Rt29fbUIkRN1+dn3+nhTV9ecfPny48PHxEQ4ODqJx48Zi+PDh4vz589rzdf35N2/eLDp06CAcHR1FQECA+Pzzz3XO1/Wff2QchRBCWKaPioiIiEg+rHJOEREREdHfMSkiIiIiApMiIiIiIgBMioiIiIgAMCkiIiIiAsCkiIiIiAgAkyIiIiIiAEyKiIiIiAAwKSIiGdqwYQPmzp1r6TCIyMowKSIi2UlLS4OHhwcuX75s6VCIyIowKSIi2amoqMDu3bvh7e1t6VCIyIrw3WdEREREYE8RkdXq1asXpkyZYvJ5IqK6hkkRkZX6/vvv8e6775qlrbFjx+Ltt9/We27Pnj2IioqCr68vFAoFNmzYUGVbR48ehb29PXr16mWW2IiIHhaTIiIrU15eDgDw8PCAm5ub5PbUajV++OEHDBw4UO/5kpISBAUFITEx8aHae/XVV/H666/jt99+kxwbEZExmBQRycT169fh7e2NDz74QFu2f/9+ODg4IDk5WW+doqIijBo1Ci4uLvDx8cGiRYsqDXv16tULcXFxmDJlCho2bIiIiAht+f3rSkpKMGbMGLi6usLHxwcLFix46Lj3798Pe3t7dO3aVe/5yMhIvPfeexgyZMgD21q9ejXq16+P2NhY5Ofn49KlSw8dBxGRVEyKiGTC09MTK1aswOzZs5GamoqioiK88MILiIuLQ9++ffXWiY+Px759+7Bp0ybs2LEDv/zyC44cOVLpulWrVsHBwQH79u3D0qVLK52fNm0aUlJSsHHjRmzfvh27d+/W244+mzZtQlRUFBQKhXEP/DclJSV466238OGHH6JJkyZQqVRIT0+X1CYRkTHsLB0AEf3pySefxMsvv4xRo0ahS5cucHFxQUJCgt5ri4qKsGrVKqxevVqbNCUlJcHX17fSta1atcK8efP0tlNcXIzly5fjq6++0razatUqNGnS5KFi3rhxIxYtWvRQ11blgw8+wIABA9C2bVsAQLt27ZCeno7BgwdLbpuI6GEwKSKSmY8++ggdOnTA2rVrkZaWBkdHR73XXbx4ERUVFQgJCdGWqVQqtGnTptK1wcHBBu934cIFlJeXIzQ0VFvm4eGht52/+/3335GdnW2wJ+thXbx4EcuWLcOJEye0ZR06dGBPERHVKCZFRDJz4cIFZGdnQ6PR4NKlS+jYsaPkNl1cXMwQWWWbNm1Cv3794OTkJKmdqVOn4ubNmzq9UxqNBv7+/lJDJCJ6aJxTRCQj5eXlGD16NIYPH453330XL730Eq5du6b32hYtWsDe3h6HDx/WlhUUFODs2bNG3fORRx6Bvb09Dh06pC27devWQ7WzceNGDBo0yKj7/d327duxb98+HD16FOnp6dpj+fLluHz5MvLz8yW1T0T0sNhTRCQj//znP1FQUIBPP/0Urq6u+OmnnzBu3Dj88MMPla51c3NDdHQ0pk2bBg8PDzRq1AizZs2CjY2NUZOeXV1dERMTg2nTpqFBgwZo1KgR/vnPf8LGpup/M127dg2pqanYtGlTldcVFxfj/Pnz2s8ZGRlIT0+Hh4cHfHx8MGXKFEybNg2PPvqoTj2lUgkASE9P555FRFQjmBQRycTu3bvx8ccfY9euXdqE4L///S+CgoKwZMkSTJw4sVKdhQsXYsKECXj66aehVCrxxhtvICsry+jhrPnz56O4uBhRUVFwc3PDa6+9hoKCgirrbN68GSEhIWjYsGGV16WmpqJ3797az/Hx8QCA6OhoBAUF4ebNm4iLi6tUz8/PD/Xq1WNSREQ1hu8+I6pDSkpK0LhxYyxYsAAxMTHVeq+BAweie/fueOONN6r1PkRENYU9RUS12NGjR3H69GmEhISgoKAA77zzDgBInufzMLp3746RI0dW+32IiGoKe4qIarGjR4/ipZdewpkzZ+Dg4IDg4GAsXLjQLCvWiIisDZMiIiIiInBJPhEREREAJkVEREREAJgUEREREQFgUkREREQEgEkREREREQAmRUREREQAmBQRERERAWBSRERERASASRERERERACZFRERERACYFBEREREBYFJEREREBAD4f+KQp+3E12NSAAAAAElFTkSuQmCC", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#@markdown lets vizualize our selected areas\n", "z_slice = 25 # @param {type:\"slider\", min:0, max:91, step:1}\n", "fig,ax = plt.subplots()#figsize=(10,3))\n", "#z_slice = 10\n", "p = ax.pcolormesh(selected_grid[z_slice])\n", "ax.set_ylabel(f'y grid / {pdb.resolution}$\\\\mathring{{A}}$')\n", "ax.set_xlabel(f'x grid / {pdb.resolution}$\\\\mathring{{A}}$')\n", "#ax.set_ylim(None,20)#,100)\n", "#ax.set_xlim(None,20)#10,65)\n", "fig.colorbar(p,ax=ax, label=\"$g(\\\\vec{r})/\\\\mathring{{A}}$\")\n", "ax.set_title(f'$g(\\\\vec{{r}})$ at slice {z_slice*pdb.resolution} $\\\\mathring{{A}}$')\n" ] }, { "cell_type": "markdown", "metadata": { "id": "CAFtTwnTcU1l" }, "source": [ "* this allows us to better analyze our system\n", "* lets say for example, we want to see our $g(r)$ around our individual residues (≈ 20s)" ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "cellView": "form", "colab": { "base_uri": "https://localhost:8080/", "height": 336 }, "id": "U61xmQTps7o-", "outputId": "078fb2ec-27c9-45b5-f121-8796523f7d2f" }, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Mean $g(\\\\vec{r})$ in first solvation shell')" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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mzJihoUOHWn9sNTU1VVdddZU+//zzcg9VDgAASsc9UgBwEatVq5Y8PT01e/ZsnTx5UqGhoXrggQc0depUiigAAC4gzkgBAAAAgEncIwUAAAAAJlFIAQAAAIBJFFIAAAAAYNJlP9hEYWGhDhw4IH9/f1kslqqOAwAAAKCKGIah3Nxc1a9fX25upZ9zuuwLqQMHDigkJKSqYwAAAABwEfv371fDhg1LbXPZF1L+/v6Szu2sGjVqVHEaAAAAAFUlJydHISEh1hqhNJd9IVV0OV+NGjUopAAAAAA4dMsPg00AAAAAgEkUUgAAAABgEoUUAAAAAJhEIQUAAAAAJlFIAQAAAIBJFFIAAAAAYBKFFAAAAACYRCEFAAAAACZd9j/ICwDARSEpoJL7y67c/gDgIsMZKQAAAAAwiUIKAAAAAEyikAIAAAAAkyikAAAAAMAklyykFi1apNDQUHl7e6tTp0769ttvS2y7bNkyWSwWm8nb27sS0wIAAAC43LhcIZWWlqaEhAQlJiZq48aNioiIUExMjA4dOlTiMjVq1NDBgwet0969eysxMQAAAIDLjcsVUvPmzdOYMWMUHx+vsLAwLVmyRL6+vkpJSSlxGYvFouDgYOsUFBRUiYkBAAAAXG5cqpA6ffq0NmzYoJ49e1rnubm5qWfPnsrIyChxuT///FONGzdWSEiIBg4cqB9//LHEtvn5+crJybGZAAAAAMAMlyqkjhw5ooKCgmJnlIKCgpSZmWl3mZYtWyolJUXvvvuuXnnlFRUWFqpLly76/fff7bZPTk5WQECAdQoJCXH6dgAAAAC4tLlUIVUe0dHRGjFihNq3b69u3bpp1apVqlu3rp577jm77adOnars7GzrtH///kpODAAAAOBi51HVAc5Xp04dubu7Kysry2Z+VlaWgoODHVpHtWrVdNVVV+mXX36x+7iXl5e8vLwqnBUAAADA5culzkh5enoqMjJS6enp1nmFhYVKT09XdHS0Q+soKCjQ1q1bVa9evQsVEwAAAMBlzqXOSElSQkKC4uLi1KFDB0VFRWnBggXKy8tTfHy8JGnEiBFq0KCBkpOTJUkzZsxQ586d1bx5c504cUJz5szR3r17deedd1blZgAAAAC4hLlcIRUbG6vDhw9r+vTpyszMVPv27bV69WrrABT79u2Tm9vfJ9KOHz+uMWPGKDMzUzVr1lRkZKTWr1+vsLCwqtoEAAAAAJc4i2EYRlWHqEo5OTkKCAhQdna2atSoUdVxAACwLymgkvvLrtz+AMAFmKkNXOoeKQAAAAC4GFBIAQAAAIBJFFIAAAAAYBKFFAAAAACYRCEFAAAAACZRSAEAAACASS73O1LAxWJHq9aV3mfrnTsqvU8AAAAURyEF4JL3+4PrKrW/hrO7Vmp/AACg8nFpHwAAAACYRCEFAAAAACZRSAEAAACASRRSAAAAAGAShRQAAAAAmEQhBQAAAAAmUUgBAAAAgEkUUgAAAABgEoUUAAAAAJhEIQUAAAAAJlFIAQAAAIBJFFIAAAAAYBKFFAAAAACYRCEFAAAAACZRSAEAAACASRRSAAAAAGCSR1UHAAAAuJQsGvdppfY3Ycl1ldofgHM4IwUAAAAAJlFIAQAAAIBJFFIAAAAAYBKFFAAAAACYRCEFAAAAACZRSAEAAACASS5ZSC1atEihoaHy9vZWp06d9O233zq03Ouvvy6LxaJBgwZd2IAAAAAALmsuV0ilpaUpISFBiYmJ2rhxoyIiIhQTE6NDhw6VutyePXt0//33q2vXrpWUFAAAAMDlyuUKqXnz5mnMmDGKj49XWFiYlixZIl9fX6WkpJS4TEFBgW677TY9+uijatq0aSWmBQAAAHA5cqlC6vTp09qwYYN69uxpnefm5qaePXsqIyOjxOVmzJihK664QqNHjy6zj/z8fOXk5NhMAAAAAGCGSxVSR44cUUFBgYKCgmzmBwUFKTMz0+4yX375pZYuXaoXXnjBoT6Sk5MVEBBgnUJCQiqcGwAAAMDlxaUKKbNyc3N1xx136IUXXlCdOnUcWmbq1KnKzs62Tvv377/AKQEAAABcajyqOsD56tSpI3d3d2VlZdnMz8rKUnBwcLH2v/76q/bs2aP+/ftb5xUWFkqSPDw8tGvXLjVr1sxmGS8vL3l5eV2A9AAAAAAuFy51RsrT01ORkZFKT0+3zissLFR6erqio6OLtW/VqpW2bt2qTZs2WacBAwaoR48e2rRpE5ftAQAAALggXOqMlCQlJCQoLi5OHTp0UFRUlBYsWKC8vDzFx8dLkkaMGKEGDRooOTlZ3t7eatOmjc3ygYGBklRsPgAAAAA4i8sVUrGxsTp8+LCmT5+uzMxMtW/fXqtXr7YOQLFv3z65ubnUiTQAAAAAlxmXK6QkaeLEiZo4caLdx9auXVvqssuWLXN+IAAAAAA4D6d2AAAAAMAklzwjBeDi9lTsjZXe531p71d6nwAA4PLFGSkAAAAAMIlCCgAAAABMopACAAAAAJMopAAAAADAJAopAAAAADCJQgoAAAAATKKQAgAAAACT+B0pALiMpX/arNL7vP66Xyu9TwAAnI0zUgAAAABgEoUUAAAAAJhEIQUAAAAAJnGPFAAAwCXqqdgbK73P+9Ler/Q+garAGSkAAAAAMIlCCgAAAABMopACAAAAAJMopAAAAADAJAopAAAAADCJQgoAAAAATGL4cwCoZElJSZd0fwAAXA44IwUAAAAAJlFIAQAAAIBJFFIAAAAAYBKFFAAAAACYRCEFAAAAACZRSAEAAACASRRSAAAAAGASvyOFi0rbl9pWan9b47ZWan8AAFzKfn9wXaX213B210rtD5cXzkgBAAAAgEkUUgAAAABgklMKqWPHjqmwsNAZqwIAAAAAl1fue6S2b9+u9957T++9956++eYb1axZU3379tXAgQPVu3dvVa9evdyhFi1apDlz5igzM1MRERFauHChoqKi7LZdtWqVZs2apV9++UVnzpxRixYtdN999+mOO+4od/84T1JAFfSZXfl9AgAAACaYOiO1a9cu3XfffWrRooU6d+6s7777TuPGjVNWVpY++OADNW7cWDNmzFCdOnXUp08fLV682HSgtLQ0JSQkKDExURs3blRERIRiYmJ06NAhu+1r1aqlhx56SBkZGdqyZYvi4+MVHx+vjz76yHTfAAAAAOAIU4XU+vXrlZeXp6efflpHjhzRW2+9pREjRqhOnTqKiorSY489ps2bN2vHjh3q3bu3Vq1aZTrQvHnzNGbMGMXHxyssLExLliyRr6+vUlJS7Lbv3r27Bg8erNatW6tZs2aaPHmy2rVrpy+//NJu+/z8fOXk5NhMAAAAAGCGqUIqPj5eS5YsUZ8+feTp6Vliu9DQUE2ePFmffPKJqTCnT5/Whg0b1LNnz78DurmpZ8+eysjIKHN5wzCUnp6uXbt26V//+pfdNsnJyQoICLBOISEhpjICAAAAQIUGmzhz5oz279+vXbt26dixYxUOc+TIERUUFCgoKMhmflBQkDIzM0tcLjs7W35+fvL09FS/fv20cOFC9erVy27bqVOnKjs72zrt37+/wrkBAAAAXF5MDzaRm5urV155Ra+//rq+/fZbnT59WoZhyGKxqGHDhrrhhht01113qWPHjhcir13+/v7atGmT/vzzT6WnpyshIUFNmzZV9+7di7X18vKSl5dXpWUDAAAAcOkxVUjNmzdPM2fOVLNmzdS/f39NmzZN9evXl4+Pj44dO6Zt27Zp3bp1uuGGG9SpUyctXLhQLVq0cHj9derUkbu7u7KysmzmZ2VlKTg4uMTl3Nzc1Lx5c0lS+/bttWPHDiUnJ9stpAAAAACgokwVUt99952++OILhYeH2308KipKo0aN0pIlS5Samqp169aZKqQ8PT0VGRmp9PR0DRo0SJJUWFio9PR0TZw40eH1FBYWKj8/3+H2AAAAAGCGqULqtddekyQVFBTof/7nf3T99dfL39+/WDsvLy+NGzeuXIESEhIUFxenDh06KCoqSgsWLFBeXp7i4+MlSSNGjFCDBg2UnJws6dzgER06dFCzZs2Un5+vDz74QC+//HK5hl4HAAAAAEeU6wd53d3dNXz4cP344492C6mKiI2N1eHDhzV9+nRlZmaqffv2Wr16tXUAin379snN7e8xMvLy8jR+/Hj9/vvv8vHxUatWrfTKK68oNjbWqbkAAAAAoEi5CilJ6tixo3bv3q2mTZs6M48kaeLEiSVeyrd27Vqbfz/++ON6/PHHnZ4BAAAAAEpS7uHPJ02apGnTpjF8OAAAAIDLTrnPSBVdOhceHq4BAwaoe/fuuuqqq9S2bdtSf6wXAAAAAC525S6kdu/erc2bN2vTpk3avHmzkpOTtWfPHnl4eKhly5basmWLM3MCAAAAgMsodyHVuHFjNW7cWAMGDLDOy83N1aZNmyiiAAAAAFzSTN0jtW/fvlIf9/f3V9euXTVhwgRJ0h9//FH+ZAAAAADgokwVUh07dtTYsWP13XffldgmOztbL7zwgtq0aaO33nqrwgEBAAAAwNWYurRv+/btmjlzpnr16iVvb29FRkaqfv368vb21vHjx7V9+3b9+OOPuvrqq/Xkk0+qb9++Fyo3AAAAAFQZU2ekateurXnz5ungwYN65pln1KJFCx05ckQ///yzJOm2227Thg0blJGRQREFAAAA4JJVrsEmfHx8NHToUA0dOtTZeQAAAADA5ZX7B3m3b9+uwsJCZ2YBAAAAgItCuYc/b9Omjby9vRUWFqaIiAibKTAw0IkRAQAAAMC1lPuM1Oeff64aNWqoQYMGys3N1QsvvKAePXqodu3aatmypR555BGdOHHCiVEBAAAAwDWUu5CaPHmyFi9erHfffVdvvPGGtm7dqk8++URNmjTR7bffri+++EJXXXWVDh8+7My8AAAAAFDlyl1I7dy5U+Hh4Tbzrr/+es2fP1+bN2/W2rVr1aFDB02bNq3CIQEAAADAlZS7kIqMjNSrr75abH6bNm308ccfy2KxaMqUKVqzZk2FAgIAAACAqyl3ITV37lzNmzdPd9xxh3bu3ClJOn36tObPn69atWpJkurWrausrCznJAUAAAAAF1HuUfs6deqkjIwMTZ48WWFhYfLy8tLZs2fl4eGh1NRUSdIPP/yg+vXrOy0sAAAAALiCchdS0rnL+NLT07Vv3z5t2rRJ7u7uioyMVHBwsKRzZ6Rmz57tlKAAAAAA4CpMFVKZmZmqWbOmvLy8bOY3atRIjRo1Kta+QYMG6tq1a8USAgAAAICLMXWP1MqVK1WrVi0NHjxYqampdoc2/+abbzRt2jSFh4crIiLCaUEBAAAAwFWYKqQmTpyozZs3q2vXrlq2bJkaNmyoa6+9VrNmzdKYMWNUr149DRo0SIcOHdLs2bP5DSkAAAAAlyTT90g1b95cCQkJSkhI0NGjR/X+++/rgw8+UGhoqN566y1FR0fLYrFciKwAAAAA4BIqNNhE7dq1FRcXp7i4OGflAQAAAACXV+7fkQIAAACAy1WFzkgBAHCpCn3wfyu9zz2z+1V6nwCA8uGMFAAAAACYRCEFAAAAACZRSAEAAACASRRSAAAAAGAShRQAAAAAmEQhBQAAAAAmueTw54sWLdKcOXOUmZmpiIgILVy4UFFRUXbbvvDCC1q+fLm2bdsmSYqMjNSsWbNKbH8xqOwhdxluFwAAADDH5c5IpaWlKSEhQYmJidq4caMiIiIUExOjQ4cO2W2/du1aDR8+XJ999pkyMjIUEhKiG264QX/88UclJwcAAABwuXC5QmrevHkaM2aM4uPjFRYWpiVLlsjX11cpKSl227/66qsaP3682rdvr1atWunFF19UYWGh0tPTKzk5AAAAgMuFS13ad/r0aW3YsEFTp061znNzc1PPnj2VkZHh0DpOnjypM2fOqFatWnYfz8/PV35+vvXfOTk5FQsNAAAAVFD6p80qtb/rr/u1Uvu7FLnUGakjR46ooKBAQUFBNvODgoKUmZnp0DoeeOAB1a9fXz179rT7eHJysgICAqxTSEhIhXMDAAAAuLy4VCFVUbNnz9brr7+ut99+W97e3nbbTJ06VdnZ2dZp//79lZwSAAAAwMXOpS7tq1Onjtzd3ZWVlWUzPysrS8HBwaUuO3fuXM2ePVtr1qxRu3btSmzn5eUlLy8vp+QFAAAAcHlyqTNSnp6eioyMtBkoomjgiOjo6BKXe/LJJ/XYY49p9erV6tChQ2VEBQAAAHAZc6kzUpKUkJCguLg4dejQQVFRUVqwYIHy8vIUHx8vSRoxYoQaNGig5ORkSdITTzyh6dOna8WKFQoNDbXeS+Xn5yc/P78q2w4AAFA5drRqXel9tt65o9L7BOBaXK6Qio2N1eHDhzV9+nRlZmaqffv2Wr16tXUAin379snN7e8TaYsXL9bp06c1dOhQm/UkJiYqKSmpMqMDAAAAuEy4XCElSRMnTtTEiRPtPrZ27Vqbf+/Zs+fCBwIAAACA87jUPVIAAAAAcDGgkAIAAAAAkyikAAAAAMAkCikAAAAAMIlCCgAAAABMopACAAAAAJMopAAAAADAJAopAAAAADCJQgoAAAAATPKo6gAAAABAZUtKSros+sSFwxkpAAAAADCJQgoAAAAATKKQAgAAAACTuEcKAAAAgI3gzzZVan+ZPdpXan/OwBkpAAAAADCJQgoAAAAATKKQAgAAAACTKKQAAAAAwCQKKQAAAAAwiUIKAAAAAEyikAIAAAAAkyikAAAAAMAkCikAAAAAMIlCCgAAAABMopACAAAAAJMopAAAAADAJAopAAAAADCJQgoAAAAATKKQAgAAAACTKKQAAAAAwCQKKQAAAAAwyaOqA/zTokWLNGfOHGVmZioiIkILFy5UVFSU3bY//vijpk+frg0bNmjv3r2aP3++7r333soNDABwmuDPNlVqf5k92ldqfwCAS4dLnZFKS0tTQkKCEhMTtXHjRkVERCgmJkaHDh2y2/7kyZNq2rSpZs+ereDg4EpOCwAAAOBy5VKF1Lx58zRmzBjFx8crLCxMS5Yska+vr1JSUuy279ixo+bMmaNhw4bJy8urktMCAAAAuFy5TCF1+vRpbdiwQT179rTOc3NzU8+ePZWRkeG0fvLz85WTk2MzAQAAAIAZLlNIHTlyRAUFBQoKCrKZHxQUpMzMTKf1k5ycrICAAOsUEhLitHUDAAAAuDy4TCFVWaZOnars7GzrtH///qqOBAAAAOAi4zKj9tWpU0fu7u7KysqymZ+VleXUgSS8vLy4nwoAAABAhbjMGSlPT09FRkYqPT3dOq+wsFDp6emKjo6uwmQAAAAAYMtlzkhJUkJCguLi4tShQwdFRUVpwYIFysvLU3x8vCRpxIgRatCggZKTkyWdG6Bi+/bt1v//448/tGnTJvn5+al58+ZVth0AAAAALm0uVUjFxsbq8OHDmj59ujIzM9W+fXutXr3aOgDFvn375Ob290m0AwcO6KqrrrL+e+7cuZo7d666deumtWvXVnZ8AAAAAJcJlyqkJGnixImaOHGi3cf+WRyFhobKMIxKSAUAAAAAf3OZe6QAAAAA4GJBIQUAAAAAJlFIAQAAAIBJFFIAAAAAYJLLDTYBoHwWjfu0UvubsOS6Su0PAADAlXBGCgAAAABMopACAAAAAJMopAAAAADAJAopAAAAADCJQgoAAAAATKKQAgAAAACTKKQAAAAAwCQKKQAAAAAwiUIKAAAAAEyikAIAAAAAkyikAAAAAMAkCikAAAAAMIlCCgAAAABMopACAAAAAJMopAAAAADAJAopAAAAADCJQgoAAAAATKKQAgAAAACTKKQAAAAAwCQKKQAAAAAwiUIKAAAAAEyikAIAAAAAkyikAAAAAMAkCikAAAAAMIlCCgAAAABMopACAAAAAJNcspBatGiRQkND5e3trU6dOunbb78ttf2bb76pVq1aydvbW23bttUHH3xQSUkBAAAAXI48qjrAP6WlpSkhIUFLlixRp06dtGDBAsXExGjXrl264oorirVfv369hg8fruTkZN14441asWKFBg0apI0bN6pNmzZVsAUAAFz62r7UtlL72xq3tVL7A4CyuNwZqXnz5mnMmDGKj49XWFiYlixZIl9fX6WkpNht/9///le9e/fWlClT1Lp1az322GO6+uqr9cwzz1RycgAAAACXC5c6I3X69Glt2LBBU6dOtc5zc3NTz549lZGRYXeZjIwMJSQk2MyLiYnRO++8Y7d9fn6+8vPzrf/Ozs6WJOXk5FQwvfMU5p+s1P5K3fZ8o/KCFCklT8GpgkoMUvq++bOgcrNIpec5dTqvEpOUnuWvM2cqMck5peXJzXedfSPJ5j2oMpSWJy+vsBKTnFNansK8PysxSRlZKvm9WHKx9+MyjmPej3k/LsnF8n5c2e/Fkmu9H5f1WeVK78eVqSiHYTjwnmu4kD/++MOQZKxfv95m/pQpU4yoqCi7y1SrVs1YsWKFzbxFixYZV1xxhd32iYmJhiQmJiYmJiYmJiYmJia70/79+8usXVzqjFRlmDp1qs0ZrMLCQh07dky1a9eWxWKpwmQVk5OTo5CQEO3fv181atQgi4vmcaUs5Ll4srhaHlfKQp6LJ4ur5XGlLK6Wx5WykOfiyeKKecrDMAzl5uaqfv36ZbZ1qUKqTp06cnd3V1ZWls38rKwsBQcH210mODjYVHsvLy95eXnZzAsMDCx/aBdTo0YNlzlwXSmL5Fp5XCmLRJ7SuFIWybXyuFIWiTylcaUskmvlcaUskmvlcaUsEnlK40pZJNfLY1ZAQIBD7VxqsAlPT09FRkYqPT3dOq+wsFDp6emKjo62u0x0dLRNe0n65JNPSmwPAAAAABXlUmekJCkhIUFxcXHq0KGDoqKitGDBAuXl5Sk+Pl6SNGLECDVo0EDJycmSpMmTJ6tbt2566qmn1K9fP73++uv6/vvv9fzzz1flZgAAAAC4hLlcIRUbG6vDhw9r+vTpyszMVPv27bV69WoFBQVJkvbt2yc3t79PpHXp0kUrVqzQww8/rGnTpqlFixZ65513LrvfkPLy8lJiYmKxyxYv9yySa+VxpSwSeS6WLJJr5XGlLBJ5LpYskmvlcaUskmvlcaUsEnkuliyS6+W50CyG4cjYfgAAAACAIi51jxQAAAAAXAwopAAAAADAJAopAAAAADCJQgoAAAAATKKQAgAAAACTKKRcXEZGhtzd3dWvXz+b+Xv27JHFYtGmTZvKXMfYsWPl7u6uN99884LlKJpq1aqlbt26ad26dcXWkZOTo0ceeUTh4eHy8fFR7dq11bFjRz355JM6fvy40zJJ0ttvv63OnTsrICBA/v7+Cg8P17333mt9fNmyZbJYLOrdu7fNcidOnJDFYtHatWurJI/FYpGbm5saNmyo+Ph4HTp0yHSOIpmZmZo0aZKaNm0qLy8vhYSEqH///nr00UdVrVo1ffnllzbt8/Ly1LRpU91///2SpN27d+vWW29V/fr15e3trYYNG2rgwIHauXOn6RyTJ09W8+bN5e3traCgIF1zzTVavHixTp48KUkKDQ3VggUL7C5fdIxdccUVys3NtXmsffv2SkpKqtQ8FotF77zzTrH5I0eO1KBBg0xlqUimn376Sb6+vlqxYoXNugoLC9WlSxcNHTq0XFlK2o61a9fKYrHoxIkTNv9f5IUXXlBERIT8/PwUGBioq666yvp7fxV1fqay9nNoaKjNe1LRNHv2bKdlMNunvf11/rIlHWtmMuXn5ys8PFx33XVXsXb/+c9/1KRJE+Xm5qqgoECzZ89Wq1at5OPjo1q1aqlTp0568cUXy9W/xWLRuHHjij02YcIEWSwWjRw50qbtP6fevXtb909pk6Pvyef34+npqebNm2vGjBk6e/asqefBGceRI1mKprp166pv377aunVrsfXs379fo0aNUv369eXp6anGjRtr8uTJOnr0qMNZihw+fFh33323GjVqJC8vLwUHBysmJkZfffWVQ9tt5jO/JGU910lJSaV+x+nevbvN52f37t2ty3p7e+vKK69UcnKyHB2U2kyesrY7KSnJ2sbDw0OhoaH697//rT///NNp+6dHjx4OfYZXdL8U6d+/f7HvSkXWrVsni8WiLVu2SCr9+2ZSUpLat29vqu+Lgcv9jhRsLV26VJMmTdLSpUt14MAB1a9f39TyJ0+e1Ouvv67//Oc/SklJ0c0333xBcqxZs0bh4eE6cuSIZs6cqRtvvFE//fST9fe/jh07pmuvvVY5OTl67LHHFBkZqYCAAO3atUupqalasWKFJkyY4JRM6enpio2N1cyZMzVgwABZLBZt375dn3zyic3yHh4eWrNmjT777DP16NGjXPvFmXlq1KihXbt2qbCwUJs3b1Z8fLwOHDigjz76yHSWPXv26JprrlFgYKDmzJmjtm3b6syZM/roo4/0/PPPa9KkSRo5cqQ2b96s6tWrSzr3ZcvHx0ePP/64zpw5o169eqlly5ZatWqV6tWrp99//10ffvih3S8hJfntt9+sOWbNmqW2bdvKy8tLW7du1fPPP68GDRpowIABDq0rNzdXc+fO1aOPPmp6f1yIPM5S3kxXXnmlZs+erUmTJqlHjx6qV6+eJOmpp57Sb7/9pvfee6/StiElJUX33nuvnn76aXXr1k35+fnasmWLtm3bVmkZzjdjxgyNGTPGZp6/v/8l1+f5vLy8tHz5ckVHR2vIkCGKiYmRJH399deaP3++1qxZI39/f02fPl3PPfecnnnmGXXo0EE5OTn6/vvvy/XHLEkKCQnR66+/rvnz58vHx0eS9Ndff2nFihVq1KiRTdvevXsrNTW1WO7q1avr4MGD1nmTJ09WTk6OTdtatWo5nKmon/z8fH3wwQeaMGGCqlWrpujoaFPb5ozntKwsu3btUo0aNXTgwAFNmTJF/fr10y+//CJPT09J594foqOjdeWVV+q1115TkyZN9OOPP2rKlCn68MMP9fXXX5vaN0OGDNHp06f10ksvqWnTpsrKylJ6erpNUebIdpf1mV+a85/rtLQ0TZ8+Xbt27bLO8/Pz05EjRxzeJkkaM2aMZsyYofz8fH366ae66667FBgYqLvvvtupeRzZ7vDwcK1Zs0Znz57VV199pVGjRunkyZN67rnnHNoWR/JMnz691M9wZ+yXIqNHj9aQIUP0+++/q2HDhjaPpaamqkOHDmrXrp3Tvm9edAy4rNzcXMPPz8/YuXOnERsba8ycOdP62O7duw1Jxg8//FDqOpYtW2Z07tzZOHHihOHr62vs27fvgufYsmWLIcl49913rfPGjh1rVK9e3fjjjz/s9lFYWOi0TJMnTza6d+9e6vKpqalGQECAMWbMGCMqKso6//jx44Yk47PPPquSPOebOXOm4ebmZpw8edJUFsMwjD59+hgNGjQw/vzzz2KPHT9+3Dh16pTRunVrY8KECYZhGMann35qeHp6Gt9//71hGIbxww8/GJKMPXv2mO77fDExMUbDhg3t5jCMv5/3xo0bG/Pnz7fbpugYmzJliuHn52dkZWVZH4uIiDASExMrNY8k4+233y42Py4uzhg4cKDDWZyRqbCw0OjRo4fRr18/wzAMY8eOHYa3t7fNa8+skrbjs88+MyQZx48ft/l/wzCMgQMHGiNHjix3n2YylbWfS3vunJXBbJ//3F9mljWbKSkpyWjQoIH1dd6qVSvj3//+t/XxiIgIIykpqVz9ldR/mzZtjFdeecU6/9VXXzXatWtnDBw40IiLiysxa1nrrUim8/Xq1cvo3LmzqefBGceR2SzvvfeeIcnYvHmzdV7v3r2Nhg0bFvscOHjwoOHr62uMGzfO4TxFn29r164tsU1Z2+3oZ76j7H32ldRPkW7duhmTJ08u8d+GYRhXX321MXjw4Auax952JyYmGhERETbLjhkzxggODjadpbQ8ZX2GG4bz9suZM2eMoKAg47HHHrOZX/S9Z/HixYZhlP19096+uRRwaZ8Le+ONN9SqVSu1bNlSt99+u1JSUkyfkl26dKluv/12BQQEqE+fPlq2bNkFzXHq1CktX75ckqx/USssLFRaWppuv/32Es+oWSwWp2UKDg7Wjz/+6NBfw5OSkrR161atXLnSVP8XKs/5fHx8VFhYqLNnz5pa7tixY1q9erUmTJhg/UvV+QIDA+Xt7a3ly5fr+eef17vvvqtRo0Zp2rRpioyMlCTVrVtXbm5uWrlypQoKCkz1X+To0aP6+OOPS8whmXvehw8fbr00xhXyOENFM1ksFqWmpmrdunV64YUXNHLkSA0bNqzSz6oFBwfr66+/1t69eyu1XxT30EMPKTg4WPfcc48efvhhWSwWzZo1y/p4cHCwPv30Ux0+fNhpfY4aNcrm7FFKSori4+Odtv6K8vHx0enTp6s6hqSSs2RnZ+v111+X9Pdn57Fjx/TRRx9p/Pjx1rN9RYKDg3XbbbcpLS3N4e8Ffn5+8vPz0zvvvKP8/PwKbsk59j7zq5JhGFq3bp127tx5QfOY2e4LcfyV9Rn+TxXZLx4eHhoxYoSWLVtmc6y9+eabKigo0PDhwyU55/vmxYhCyoUVHZTSucsDsrOz9fnnnzu8/M8//6yvv/5asbGxkqTbb79dqamp5S7GSsvRpUsX+fn5qXr16po7d64iIyN1/fXXSzp3TfaJEyfUsmVLm2UiIyOtb+xFL0RnZJo0aZI6duyotm3bKjQ0VMOGDVNKSordD4769etr8uTJeuihh0wXLBciT5Gff/5ZS5YsUYcOHUxfSvLLL7/IMAy1atWq1HYdOnTQ1KlTddNNN6l27dp66KGHrI81aNBATz/9tKZPn66aNWvquuuu02OPPabffvvNdI5/Pu916tSxPu8PPPCAw+sruk7/+eef16+//urwchcqjzM4I1Pjxo21YMECjRs3TgcPHtR///vfCud6//33rf0XTX369CmxfWJiogIDAxUaGqqWLVtq5MiReuONN1RYWFjhLOXxwAMPFMtv5h6Oi6VPezw8PLR8+XK9+eabWrhwoZYvXy5vb2/r4/PmzdPhw4cVHBysdu3aady4cfrwww8r1Oftt9+uL7/8Unv37tXevXv11VdfWd8Pz2fvuDq/yHM2wzC0Zs0affTRR7ruuuus8xs2bFgsx759+4ot78zntKwsgYGBWrFihQYMGGB97/75559lGIZat25td52tW7fW8ePHHS6KPTw8tGzZMr300ksKDAzUNddco2nTplnvbzGz3aV95jtTUT9lPQfPPvus/Pz85OXlpX/9618qLCzUPffcc8HyOLrdGzZs0IoVK2yec2cp7TO8iLP2y6hRo/Trr7/afPdLTU3VkCFDFBAQ4LTvmxcjCikXtWvXLn377bfWAsPDw0OxsbFaunSpw+tISUlRTEyM6tSpI0nq27evsrOz9emnnzo9R1pamn744Qe99dZbat68uZYtW6Zq1aqVuu63335bmzZtUkxMjE6dOuW0TNWrV9f//u//6pdfftHDDz8sPz8/3XfffYqKirLeuH++Bx54QIcPH1ZKSorDGS5EnuzsbPn5+cnX11ctW7ZUUFCQXn31VdN5zLxxPfLIIyosLNSDDz4oDw/bWyYnTJigzMxMvfrqq4qOjtabb76p8PDwYvd2mfXtt99q06ZNCg8PN/1X0ZiYGF177bV65JFHKpTBWXkuFLOZ4uPjVa9ePU2aNEk1atSocP89evTQpk2bbKbSBiOoV6+eMjIytHXrVk2ePFlnz55VXFycevfuXSXF1JQpU4rl79ChwyXXZ0nCwsI0ZMgQ9erVq1iGsLAwbdu2TV9//bVGjRqlQ4cOqX///rrzzjvL3V/dunXVr18/LVu2TKmpqerXr5/1c+d89o4rewNVVFRRwebt7a0+ffooNjbWZlCadevWFcth72oJZzynjmTZsGGDli1bpiuvvFJLliwptg5nfhkdMmSIDhw4oPfee8860MfVV19tc/bAke0uz2d+eaSlpTn0HNx2223atGmTvvrqK/Xp00cPPfSQunTpckHylLXdW7dulZ+fn3x8fBQVFaXo6Gg988wzTs8ilf4ZLjlvv7Rq1UpdunSxfk/65ZdftG7dOo0ePVqSc75vXqwYbMJFLV26VGfPnrV5czcMQ15eXg69IAsKCvTSSy8pMzPT5sVVUFCglJQUh/9y5GiOkJAQtWjRQi1atNDZs2c1ePBgbdu2TV5eXqpbt64CAwNtbpaUZL0R2d/f39QABmVlCggIkCQ1a9ZMzZo105133qmHHnpIV155pdLS0opdchIYGKipU6fq0Ucf1Y033uhwDmfn8ff318aNG+Xm5qZ69eoVu5TDUS1atJDFYnFodL2iY8PeG3BRpv79+6t///56/PHHFRMTo8cff1y9evUqc93NmzeXxWIp9rw3bdpUksq9fbNnz1Z0dLSmTJliajln5fH391d2dnax+SdOnLA+15WdSTr3HJb0PJpVvXp1NW/e3Gbe77//XuZybdq0UZs2bTR+/HiNGzdOXbt21eeff+6UwVzMqFOnTrH8VdlnUXGbnZ2twMBAm8fKc9w4orTjwc3NTR07dlTHjh1177336pVXXtEdd9yhhx56SE2aNClXf6NGjdLEiRMlSYsWLbLbxt5xdSH06NFDixcvlqenp+rXr19sPzRp0qTY82BvXznjOHI0S8uWLXXo0CHFxsbqiy++kPT3+8OOHTs0ePDgYuvesWOHatasqbp165rK5O3trV69eqlXr1565JFHdOeddyoxMdE6wqIj213aZ74zhYSEFMti730xICDA2u6NN95Q8+bN1blzZ/Xs2dPpecra7pYtW+q9996Th4eHdaTFC6Wsz3Bn7pfRo0dr0qRJWrRokVJTU9WsWTN169bNad83L1ackXJBZ8+e1fLly/XUU0/Z/BVm8+bNql+/vl577bUy1/HBBx8oNzdXP/zwg806XnvtNa1atcqhwqW8OYYOHSoPDw89++yzks59aN9yyy165ZVXdODAAVP7wlmZQkND5evrq7y8PLuPT5o0SW5ubqYvi3JmHjc3NzVv3lxNmzYtd5EhnRvdKiYmRosWLbK7vWaK1vNZLBa1atWqxH34T7Vr11avXr30zDPPOLyMI6KionTTTTfpwQcfNLWcs/K0bNlSGzZssJlXUFCgzZs368orr6ySTK4oLCxMki657SqPFi1ayM3Nrdhx89tvvyk7O9v0ceNszniuevfurdOnT+vMmTPWEQOrSlHB1qhRI6f9caEyskyYMEHbtm3T22+/Lenv94dnn3222FUbRVcLxMbGVvjezrCwsAo99//8zK9qfn5+mjx5su6///4LemlZSdtdNNR9aGioS9w3VqSi++WWW26Rm5ubVqxYoeXLl2vUqFGyWCxO+b55MeOMlAt6//33dfz4cY0ePbrYXyqHDBmipUuXWsf0/+dfsqVzQ28uXbpU/fr1U0REhM1jYWFh+ve//61XX321zOHGzeQ4n8Vi0T333KOkpCSNHTtWvr6+mjVrltauXauoqCjNmDFDHTp0UPXq1bVlyxZlZGSoTZs2Tts3mZmZOnnypPr27avGjRvrxIkTevrpp61Detvj7e2tRx991PQQ7BcqT0UtWrRI11xzjXV/t2vXTmfPntUnn3yixYsXa8eOHaUuv2nTJiUmJuqOO+5QWFiYPD099fnnnyslJcXUfUTPPvusrrnmGnXo0EFJSUlq166d3Nzc9N1332nnzp02N8b+8ccfxX4zpHHjxnbXO3PmTIWHh5v+kuSMPAkJCRo9erRatWqlXr16KS8vTwsXLtTx48fLdXmUMzLVrFnTdL/OdPfdd6t+/fq67rrr1LBhQx08eFCPP/646tata3rIaUdkZ2cX2w+1a9dWSEiIpHND5WdmZto87uvrW+HLHkvqt6w+/f39deedd+q+++6Th4eH2rZtq/379+uBBx5Q586dK3QJUmmZ7Bk6dKiuueYadenSRcHBwdq9e7emTp2qK6+8ssz7Kkvj7u5ufV9xd3e32yY/P7/YPvLw8LB7GaAruFDHUUl8fX01ZswYJSYmatCgQbJYLHrmmWfUpUsX69UA5w9/3qBBA82cOdPh9R89elQ333yzRo0apXbt2snf31/ff/+9nnzySQ0cONDazux22/vMr2pjx47VY489prfeeqvcv6lXFlfc7rJUZL/4+fkpNjZWU6dOVU5OjvUMppnvm6dOnSr2fuXv769mzZqVe5uqXKWNDwiH3XjjjUbfvn3tPvbNN99Yh0eVZHfas2eP4eHhYbzxxht213H33XcbV111lVNz/HOI0ry8PKNmzZrGE088YZ134sQJY+rUqUarVq0MLy8vw8fHx2jXrp3xyCOPGEePHi0zj6OZFixYYAwZMsQICQkxPD09jaCgIKN3797GunXrrG3tDSl69uxZIywszNTw5xcyT0UdOHDAmDBhgtG4cWPD09PTaNCggTFgwIBi2yY7w3kfPnzYuOeee4w2bdoYfn5+hr+/v9G2bVtj7ty5RkFBgekcEydONJo0aWJUq1bN8PPzM6Kioow5c+YYeXl5hmGcG3LX3rH88ssvlzgM7l133WVIMjX8uTPyGMa54Z0jIyMNf39/IygoyOjbt6/NkMVmOSOTs4b9Ls/w5ytXrjT69u1r1KtXz/D09DTq169vDBkyxNiyZUuF8/wzU1xcnN39MHr0aMMwSt5PY8eOrXCGkvp1pM9Tp04ZiYmJRqtWrQwfHx+jSZMmxl133WUcPnz4gmQq6Xl8/vnnjR49ehh169Y1PD09jUaNGhkjR44s108dlDVM+T+HP7eXtWXLlqbXW95MZoc/r+hxVJ4s+/btMzw8PIy0tDTrvD179hhxcXFGUFCQUa1aNSMkJMSYNGmSceTIEYezGIZh/PXXX8aDDz5oXH311UZAQIDh6+trtGzZ0nj44Yetw6uXtd0lvR/b+8x3xIUa/twwzv3sSnh4uKnPLLN5/rndzh7i25HvBvY+ww3DufulyPr16w1J1u89mZmZDn/fTExMtHtsXX/99aZzuBKLYVwGQ2oAAAAAgBNxjxQAAAAAmEQhBQAAAAAmUUgBAAAAgEkUUgAAAABgEoUUAAAAAJhEIQUAAAAAJlFIAQAAAIBJFFIAAAAAYBKFFAAAAACYRCEFAAAAACZRSAEAAACASf8HtiFEVFiR49MAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#@markdown\n", "# first we create a list of the residues that are in our protein\n", "pdb_residues = np.unique(md.Universe(f'fixed_{PDB_ID}.gro').select_atoms('protein').resnames)\n", "# then make a dictionary of these names\n", "density_dict = dict(zip(pdb_residues,[[] for _ in pdb_residues]))\n", "\n", "for name in pdb_residues:\n", " ss = pdb.select_grid(f'guv around 4 resname {name}')\n", " # when doing this calculation we must ignore the NaN values\n", " density_dict[name] = np.ma.array(ss, mask=np.isnan(ss)).mean()\n", " # we will just take the mean value of our g(r)\n", "\n", "fig,ax = plt.subplots(figsize=(10,3))\n", "for name in density_dict.keys():\n", " ax.bar(name, density_dict[name])\n", "ax.set_ylabel(\"$\\\\langle g(r)\\\\rangle$\")\n", "ax.set_title(\"Mean $g(\\\\vec{r})$ in first solvation shell\")" ] }, { "cell_type": "markdown", "metadata": { "id": "7yc6cwoL2WjA" }, "source": [ "* we can select other values too, for example free energy around our residues" ] }, { "cell_type": "code", "execution_count": 24, "metadata": { "cellView": "form", "colab": { "base_uri": "https://localhost:8080/", "height": 336 }, "id": "iCz2-dlR2fBw", "outputId": "f2e1f9f3-ff44-49cd-98c4-84f83b21d68a" }, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 1.0, 'Mean $U(\\\\vec{r})$ in first solvation shell')" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#@markdown\n", "# first we create a list of the residues that are in our protein\n", "pdb_residues = np.unique(md.Universe(f'fixed_{PDB_ID}.gro').select_atoms('protein').resnames)\n", "# then make a dictionary of these names\n", "density_dict = dict(zip(pdb_residues,[[] for _ in pdb_residues]))\n", "\n", "for name in pdb_residues:\n", " ss = pdb.select_grid(f'uuv around 4 resname {name}')\n", " # when doing this calculation we must ignore the NaN values\n", " density_dict[name] = np.ma.array(ss, mask=np.isnan(ss)).mean()\n", " # we will just take the mean value of our g(r)\n", "\n", "fig,ax = plt.subplots(figsize=(10,3))\n", "for name in density_dict.keys():\n", " ax.bar(name, density_dict[name])\n", "ax.set_ylabel(\"$\\\\langle g(r)\\\\rangle$\")\n", "ax.set_title(\"Mean $U(\\\\vec{r})$ in first solvation shell\")" ] }, { "cell_type": "markdown", "metadata": { "id": "pHQbAM2P2vPR" }, "source": [ "* if we want to select more specific we can supply an array of our corrdinates we want to select around\n", "* this can be any arbitrary coordinates\n", "* for now, we will use MDAnalysis to select the Nitrogens in our LYS residues and look at $g(r)$ within the first solvation shell\n", "* and compare this with oxygen" ] }, { "cell_type": "code", "execution_count": 25, "metadata": { "id": "UhPHC4OV6vYV" }, "outputs": [], "source": [ "sel = md.Universe(f'fixed_{PDB_ID}.gro').select_atoms('(resname LYS) and (name N)').positions\n", "oo = pdb.select_grid('coul around 4',sel)" ] }, { "cell_type": "code", "execution_count": 66, "metadata": { "cellView": "form", "colab": { "base_uri": "https://localhost:8080/", "height": 523 }, "id": "7ZY6ujb8zD6_", "outputId": "834fd26c-f4db-4dea-91b8-b08f9bcf5fc8" }, "outputs": [ { "data": { "text/plain": [ "Text(0.5, 0.98, '$g(\\\\vec{r})$ at slice 17 $\\\\mathring{A}$')" ] }, "execution_count": 66, "metadata": {}, "output_type": "execute_result" }, { "data": { 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "sel = md.Universe('fixed_6OUH.gro').select_atoms('(resname LYS) and (name N)').positions\n", "oo = pdb.select_grid('coul around 4',sel)#resname LYS')\n", "z_slice = 17 # @param {type:\"slider\", min:1, max:91, step:1}\n", "fig,ax = plt.subplots()\n", "#z_slice = 10\n", "p = ax.pcolormesh(oo[z_slice])\n", "ax.set_ylabel(f'y grid / {pdb.resolution}$\\\\mathring{{A}}$')\n", "ax.set_xlabel(f'x grid / {pdb.resolution}$\\\\mathring{{A}}$')\n", "#ax.set_ylim(20,100)\n", "#ax.set_xlim(10,65)\n", "fig.colorbar(p,ax=ax, label=\"$g(\\\\vec{r})/\\\\mathring{{A}}$\")\n", "fig.suptitle(f'$g(\\\\vec{{r}})$ at slice {z_slice*pdb.resolution} $\\\\mathring{{A}}$')" ] }, { "cell_type": "markdown", "metadata": { "id": "dEzXTkb9PbLA" }, "source": [ "* We can rerun with higher resolution if we want, but for now we will leave it a little-pixelated\n", "* lets proceed with our investigation by checking our interaction energy on each grid point" ] }, { "cell_type": "markdown", "metadata": { "id": "yXXW_nQ66zaI" }, "source": [ "* Now lets place waters on our grid\n", "* we will select the top 100 atomic-density ( $g(\\vec{r})$ ) peaks and place oxygen" ] }, { "cell_type": "code", "execution_count": 43, "metadata": { "id": "8TrLo_aZzKT2" }, "outputs": [], "source": [ "number_waters_to_place = len(md.Universe(f'{PDB_ID}.pdb').select_atoms('resname HOH'))\n", "placed_waters = pdb.placement(number_waters_to_place,atom_to_select='o',filename='guv_diis_increase_pdb.txt',write_pdb=True,outname='placed_waters')" ] }, { "cell_type": "code", "execution_count": 59, "metadata": { "cellView": "form", "id": "X_QCgMXt9XvX" }, "outputs": [], "source": [ "#@markdown Lets align our original PDB file to our modified and shifted RISM pdb\n", "%%capture\n", "u1 = md.Universe(f'fixed_{PDB_ID}.gro')\n", "u2 = md.Universe(f'placed_waters.pdb')\n", "# this wont be necessary in the next update\n", "u2.add_TopologyAttr('names',['O' for _ in range(len(u2.atoms))])\n", "u2.add_TopologyAttr('resnames',['HOH' for _ in range(len(u2.atoms))])\n", "#u2.dimensions = [il6.grid[0],il6.grid[1],il6.grid[2],90,90,90]\n", "md.Merge(u1.atoms,u2.atoms).atoms.write('merged_pdb.pdb')\n", "from pymol import cmd\n", "cmd.load(f\"{PDB_ID}.pdb\")\n", "cmd.load(\"merged_pdb.pdb\")\n", "cmd.align(\"polymer and name CA and (merged_pdb)\",f\"polymer and name CA and ({PDB_ID})\",quiet=0,object=\"aln\",reset=1)\n", "#cmd.align(\"polymer and name CA and (1ALU)\",\"polymer and name CA and (merged_pdb)\",quiet=0,object=\"aln\",reset=1)\n", "cmd.save(\"aligned_merged_pdb.pdb\",\"merged_pdb\")\n", "cmd.delete(f\"{PDB_ID}\")\n", "cmd.delete(\"merged_pdb\")\n", "cmd.delete(\"aligned_merged_pdb\")" ] }, { "cell_type": "code", "execution_count": 55, "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "67tWgbTSUUoN", "outputId": "d06df558-b445-4efe-a700-c05b588b2e36" }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/usr/local/lib/python3.12/site-packages/MDAnalysis/coordinates/PDB.py:453: UserWarning: 1 A^3 CRYST1 record, this is usually a placeholder. Unit cell dimensions will be set to None.\n", " warnings.warn(\"1 A^3 CRYST1 record,\"\n" ] }, { "data": { "text/plain": [ "array(['o', 'o', 'o', ..., 'HZ2', 'HZ3', 'ZN'], dtype=object)" ] }, "execution_count": 55, "metadata": {}, "output_type": "execute_result" } ], "source": [ "u = md.Universe(\"aligned_merged_pdb.pdb\")\n", "u.atoms.names" ] }, { "cell_type": "code", "execution_count": 60, "metadata": { "cellView": "form", "colab": { "base_uri": "https://localhost:8080/", "height": 497 }, "id": "aav-rFCupUV6", "outputId": "0b3c3e99-d426-41f0-ba8d-7c1bdb555dc8" }, "outputs": [ { "data": { "application/3dmoljs_load.v0": "
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\n", "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#@markdown View our placed waters\n", "md.Universe(\"aligned_merged_pdb.pdb\").select_atoms(\"resname HOH\").atoms.write('aligned_waters.pdb')\n", "md.Universe(f\"{PDB_ID}.pdb\").select_atoms(\"resname HOH\").atoms.write('orig_waters.pdb')\n", "disp = py3Dmol.view()\n", "disp.addModel(open(f'{PDB_ID}.pdb','r').read(),'pdb')\n", "disp.setStyle({'model': -1}, {'cartoon': {'color':'grey'}})\n", "\n", "disp.addModel(open('aligned_waters.pdb', 'r').read(),'pdb')\n", "#disp.addModel(open('il6_waters.pdb', 'r').read(),'pdb',)\n", "#disp.setStyle({'model': -1}, {'sphere': {}})\n", "disp.setStyle({'model': -1}, {'sphere': {'color':'cyan'}})\n", "disp.addModel(open('orig_waters.pdb', 'r').read(),'pdb')\n", "disp.setStyle({'model': -1}, {'sphere': {'color':'red'}})\n", "#disp.addUnitCell()\n", "disp.addLabel('Cyan: RISM , Red: True')#,\"bottomCenter\")#{'alignment':\"bottomCenter\"},{'fontColor':'cyan'})#:{'color':'cyan'}})#,{'color':'red'})\n", "disp.setHoverable({},True,'''function(atom,viewer,event,container) {\n", " if(!atom.label) {\n", " atom.label = viewer.addLabel(atom.resn+\":\"+atom.atom,{position: atom, backgroundColor: 'mintcream', fontColor:'black'});\n", " }}''',\n", " '''function(atom,viewer) {\n", " if(atom.label) {\n", " viewer.removeLabel(atom.label);\n", " delete atom.label;\n", " }\n", " }''')\n", "disp.zoomTo()\n", "\n", "disp.show()" ] }, { "cell_type": "code", "execution_count": 61, "metadata": { "cellView": "form", "colab": { "base_uri": "https://localhost:8080/" }, "id": "fmzJJ1LJ6H6z", "outputId": "6e86e60a-122f-47ed-9dc9-e5510ffe4812" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "distance computed\n", "==================\n", "==================\n", "RMSD 2.642560004628531\n", "==================\n", "==================\n" ] } ], "source": [ "#@markdown now lets measure RMSD between nearest neighbors\n", "from MDAnalysis.lib.distances import capped_distance\n", "from scipy.optimize import linear_sum_assignment\n", "def optimal_mean_squared_distance(list1, list2):\n", " #list1 = np.array(list1)\n", " #list2 = np.array(list2)\n", " n = len(list1)\n", " assert len(list2) == n, \"Lists must be the same length\"\n", " # Build the cost matrix: mean squared distances\n", " cost_matrix = np.zeros((n, n))\n", " for i in range(n):\n", " for j in range(n):\n", " cost_matrix[i, j] = np.mean((list1[i] - list2[j]) ** 2)\n", " # Use the Hungarian algorithm to find the minimal total MSD pairing\n", " row_ind, col_ind = linear_sum_assignment(cost_matrix)\n", " # Extract the pairs and compute total mean squared distance\n", " pairs = [(list1[i], list2[j]) for i, j in zip(row_ind, col_ind)]\n", " total_msd = cost_matrix[row_ind, col_ind].sum()\n", " mean_msd = total_msd / n\n", " return mean_msd, pairs\n", "###################################\n", "def minimize_rmsd(distances,pairs,threshold_dist=999):\n", " \"\"\" I uh made this\n", " to search through distances and corrresponding pairs, the output is the pair index that has the smallest distance between\n", " indexd originial pairs, i.e. pair 1,2,3 the output would be whatever corresponding unique pair minimizes the distance\n", " it finishes suspeicously fast....\n", " returns a list of the unique pair\"\"\"\n", " d = dict(zip(np.unique(pairs[:,0]),np.empty(len(np.unique(pairs[:,0])))))\n", " already_used = []\n", " for item in d.keys():\n", " min_dist = threshold_dist\n", " for pair, dist in zip(pairs[np.where(pairs[:,0] == item)][:,1],distances[np.where(pairs[:,0] == item)]):\n", " if (min_dist > dist) and (len(np.where(np.array([d[i] for i in d.keys() if i != item]) == pair)[0]) < 1):\n", " d[item] = int(pair)\n", " min_dist = dist\n", " return [int(i) for i in list(d.values())]\n", "\n", "placed = md.Universe('aligned_waters.pdb').select_atoms(\"resname HOH\").positions\n", "tru = md.Universe(f'{PDB_ID}.pdb').select_atoms(\"resname HOH\").positions\n", "# organize the groups for the next calc\n", "if len(tru) > len(placed):\n", " print('tru',len(tru),'vv',len(placed))\n", " placed, tru = tru, placed\n", " print('tru',len(tru),'vv',len(placed))\n", "# then find the distances and pairs, cap distance at 50 to save cost\n", "pairs, distances = capped_distance(tru,placed,50,return_distances=True,method='pkdtree')\n", "print(\"distance computed\")\n", "new_vv = placed[minimize_rmsd(distances=distances,pairs=pairs)]\n", "# select the atoms from the largest group that are closest to the smaller group\n", "del distances\n", "del pairs\n", "msd,_ = optimal_mean_squared_distance(tru,new_vv)\n", "print(\"==================\")\n", "print(\"==================\")\n", "print(\"RMSD\",msd**0.5)\n", "print(\"==================\")\n", "print(\"==================\")" ] }, { "cell_type": "markdown", "metadata": { "id": "t1Lu-5OtC0TA" }, "source": [ "* lets use our selection commands to get our free energy values of the waters we just placed\n", "* here, we use the coordinates from our placement, and use them to select the energies from our calculation" ] }, { "cell_type": "code", "execution_count": 62, "metadata": { "id": "qkei7wZKY2AT" }, "outputs": [], "source": [ "placed_water_energies = pdb.select_grid('uuv get',placed_waters)" ] }, { "cell_type": "markdown", "metadata": { "id": "JSmyq12obLdE" }, "source": [ "* we can now add these energies into our waters pdb as tempfactors\n", "* this is the easiest way to vizualize them in VMD/PyMol\n", "* for our jupyter embedded model we will just select the water with the highest energy" ] }, { "cell_type": "code", "execution_count": 63, "metadata": { "cellView": "form", "colab": { "base_uri": "https://localhost:8080/", "height": 497 }, "id": "dCdaXXqycCp2", "outputId": "79bcabad-e22f-4fe8-b6a3-914e7d3e43d4" }, "outputs": [ { "data": { "application/3dmoljs_load.v0": "
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\n", "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#@markdown View Results\n", "placed_waters = md.Universe('aligned_waters.pdb')\n", "placed_waters.add_TopologyAttr('tempfactors',placed_water_energies)\n", "energy_of_highest_water = np.max(np.abs(placed_waters.atoms.tempfactors))\n", "high_energy_water_index = np.where(placed_water_energies == energy_of_highest_water)[0][0]\n", "placed_waters.select_atoms(f'id {high_energy_water_index+1}').write('energy.pdb')\n", "\n", "disp = py3Dmol.view()\n", "disp.addModel(open(f'energy.pdb','r').read(),'pdb')\n", "disp.setStyle({'model': -1}, {'sphere': {'color':{'opacity':0.7,'colorscheme':{'prop':'b'}}}})#,'gradient':'sinebow','min':np.min(placed_waters.atoms.tempfactors),'max':np.max(placed_waters.atoms.tempfactors)}}}}) #'cyan'}})\n", "#view.addSurface(py3Dmol.VDW,{'opacity':0.7,'colorscheme':{'prop':'b','gradient':'sinebow','min':0,'max':70}})\n", "\n", "disp.addModel(open(f'{PDB_ID}.pdb', 'r').read(),'pdb')\n", "disp.setStyle({'model': -1}, {'stick': {}})#{'color':'grey'}})\n", "#disp.addUnitCell()\n", "if include_ions:\n", " md.Universe(\"aligned_merged_pdb.pdb\").select_atoms(f'(not protein) and {ion_string}').atoms.write('ions.pdb')\n", " disp.addModel(open('ions.pdb', 'r').read(),'pdb')\n", " disp.setStyle({'model': -1}, {'sphere': {}})#{'color':'cyan'}})\n", "\n", "disp.addLabel(f'Cyan: High energy RISM water {energy_of_highest_water:0.3f}')#,\"bottomCenter\")#{'alignment':\"bottomCenter\"},{'fontColor':'cyan'})#:{'color':'cyan'}})#,{'color':'red'})\n", "\n", "disp.zoomTo()\n", "disp.setHoverable({},True,'''function(atom,viewer,event,container) {\n", " if(!atom.label) {\n", " atom.label = viewer.addLabel(atom.resn+\":\"+atom.atom+\":\"+atom.b,{position: atom, backgroundColor: 'mintcream', fontColor:'black'});\n", " }}''',\n", " '''function(atom,viewer) {\n", " if(atom.label) {\n", " viewer.removeLabel(atom.label);\n", " delete atom.label;\n", " }\n", " }''')\n", "disp.show()" ] }, { "cell_type": "code", "execution_count": 64, "metadata": { "cellView": "form", "colab": { "base_uri": "https://localhost:8080/", "height": 497 }, "id": "V15l39VhocXo", "outputId": "80c84ff8-a476-454e-8eb2-d9f9cf533fcc" }, "outputs": [ { "data": { "application/3dmoljs_load.v0": "
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3Dmol.js failed to load for some reason. Please check your browser console for error messages.

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\n", "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#@markdown View our placed waters\n", "#md.Universe(\"aligned_merged_pdb.pdb\").select_atoms(\"resname HOH\").atoms.write('aligned_waters.pdb')\n", "#md.Universe(f\"{PDB_ID}.pdb\").select_atoms(\"resname HOH\").atoms.write('orig_waters.pdb')\n", "placed_waters = md.Universe('aligned_waters.pdb')\n", "placed_waters.add_TopologyAttr('tempfactors',placed_water_energies)\n", "placed_waters.atoms.write('aligned_waters.pdb')\n", "\n", "disp = py3Dmol.view()\n", "disp.addModel(open(f'{PDB_ID}.pdb','r').read(),'pdb')\n", "disp.setStyle({'model': -1}, {'cartoon': {'color':'grey'}})\n", "\n", "disp.addModel(open(f'{PDB_ID}.pdb','r').read(),'pdb')\n", "disp.setStyle({'model': -1}, {'stick': {'color':'grey'}})\n", "\n", "#disp.addModel(open('aligned_merged_pdb.pdb', 'r').read(),'pdb')\n", "#u1 = md.Universe('fixed_1ALU.gro')\n", "#disp.addModel(open('fixed_1ALU.gro','r').read(),'gro')\n", "#u2 = md.Universe('il6_waters.pdb')\n", "#disp.setStyle('cartoon')\n", "disp.addModel(open('aligned_waters.pdb', 'r').read(),'pdb')\n", "#disp.addModel(open('il6_waters.pdb', 'r').read(),'pdb',)\n", "#disp.setStyle({'model': -1}, {'sphere': {}})\n", "disp.setStyle({'model': -1}, {'sphere': {'color':'cyan'}})\n", "disp.addModel(open('orig_waters.pdb', 'r').read(),'pdb')\n", "disp.setStyle({'model': -1}, {'sphere': {'color':'red'}})\n", "#disp.addUnitCell()\n", "disp.addLabel('Cyan: RISM , Red: True')#,\"bottomCenter\")#{'alignment':\"bottomCenter\"},{'fontColor':'cyan'})#:{'color':'cyan'}})#,{'color':'red'})\n", "disp.setHoverable({},True,'''function(atom,viewer,event,container) {\n", " if(!atom.label) {\n", " atom.label = viewer.addLabel(atom.resn+\":\"+atom.atom+\":\"+atom.b,{position: atom, backgroundColor: 'mintcream', fontColor:'black'});\n", " }}''',\n", " '''function(atom,viewer) {\n", " if(atom.label) {\n", " viewer.removeLabel(atom.label);\n", " delete atom.label;\n", " }\n", " }''')\n", "disp.zoomTo()\n", "\n", "disp.show()" ] }, { "cell_type": "markdown", "metadata": { "id": "AYso67ANeIQM" }, "source": [ "# DONE\n", "\n", "We encourage you to play around with this tutorial and substitute your own PDB file " ] }, { "cell_type": "markdown", "metadata": { "id": "XoOMCZfQLLec" }, "source": [ 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