{ "cells": [ { "cell_type": "markdown", "id": "7564a615-b5fe-4c1b-ba6b-ea9e15006f1e", "metadata": {}, "source": [ "## Conformational clustering of a protein\n", "\n", "In this tutorial, we will perform and analyze conformational clustering of protein using coordinate-based PCA. This is the simplest for of the clustering that can be performed.\n", "\n", "### Instructions\n", "* **Tutorial files**: The tutorial files can be downloaded from [here](https://figshare.com/ndownloader/files/55894172).\n", "* **Extract the files**: `tar -zxvf protein-pca.tar.gz`\n", "* **Go to directory**: `cd protein-pca`\n", "* **Copy the Jupyter Notebook**: This notebook is available in the GitHub repo. [Download and copy it from the github](https://github.com/rjdkmr/gmx_clusterByFeatures/tree/master/docs/tutorials).\n", "\n", "### Required Tools\n", "* GROMACS\n", "* gmx_clusterByFeatures\n", "\n", "### Steps\n", "1. PCA of the protein\n", "2. Calculation of projections on first five PCs\n", "3. Calculation of Cluster-Metrics\n", "4. Final Clustering\n", "5. Analysis\n", "\n", "\n", "### 1. PCA of the protein\n", "\n", "We will use GROMACS tools `gmx covar` to perform the PCA. Here, we will perform PCA of protein's C-Alpha atoms coordinates.\n", "\n", "This step will calculate covariance matrix, eigenvectors and eigenvalues. By default, the eigenvectors are written in `eigenvec.trr` while eigenvalues are written in `eigenval.xvg` files.\n", "\n", "**Note:** Both index groups here is \"C-alpha\" because it is used both for covariance calculation and structure superimposition on the reference conformation." ] }, { "cell_type": "code", "execution_count": 1, "id": "a56bc9a9-db4e-405d-b2b6-8141a571b3b7", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ " :-) GROMACS - gmx covar, 2025.2 (-:\n", "\n", "Executable: /opt/gromacs-2025/bin/gmx\n", "Data prefix: /opt/gromacs-2025\n", "Working dir: /home/raj/workspace/gmx_clusterByFeatrues/tutorials/protein-pca\n", "Command line:\n", " gmx covar -s inputs/onlyProtein.tpr -f inputs/onlyProtein.xtc -n inputs/onlyProtein.ndx -mwa\n", "\n", "Reading file inputs/onlyProtein.tpr, VERSION 5.1.2 (single precision)\n", "Reading file inputs/onlyProtein.tpr, VERSION 5.1.2 (single precision)\n", "Group 0 ( System) has 8327 elements\n", "Group 1 ( Protein) has 8327 elements\n", "Group 2 ( Protein-H) has 4217 elements\n", "Group 3 ( C-alpha) has 542 elements\n", "Group 4 ( Backbone) has 1626 elements\n", "Group 5 ( MainChain) has 2169 elements\n", "Group 6 ( MainChain+Cb) has 2660 elements\n", "Group 7 ( MainChain+H) has 2668 elements\n", "Group 8 ( SideChain) has 5659 elements\n", "Group 9 ( SideChain-H) has 2048 elements\n", "Group 10 (r_5-535_&_MainChain) has 2124 elements\n", "Group 11 (r_5-535_&_MainChain_&_!r_72-85_&_!r_257-268_&_!r_338-352_&_!r_435-444) has 1920 elements\n", "Group 12 ( r_79_&_CA) has 1 elements\n", "Group 13 ( r_341_&_CA) has 1 elements\n", "Group 14 ( r_293_&_CA) has 1 elements\n", "Group 15 (r_10-535_&_MainChain) has 2104 elements\n", "Group 16 ( r_203) has 11 elements\n", "Group 17 ( r_447) has 18 elements\n", "Group 18 ( oxyanion_hole) has 52 elements\n", "Group 19 ( acyl_pocket) has 84 elements\n", "Group 20 ( choline_site) has 45 elements\n", "Group 21 (peripheral_site) has 106 elements\n", "Select a group: Group 0 ( System) has 8327 elements\n", "Group 1 ( Protein) has 8327 elements\n", "Group 2 ( Protein-H) has 4217 elements\n", "Group 3 ( C-alpha) has 542 elements\n", "Group 4 ( Backbone) has 1626 elements\n", "Group 5 ( MainChain) has 2169 elements\n", "Group 6 ( MainChain+Cb) has 2660 elements\n", "Group 7 ( MainChain+H) has 2668 elements\n", "Group 8 ( SideChain) has 5659 elements\n", "Group 9 ( SideChain-H) has 2048 elements\n", "Group 10 (r_5-535_&_MainChain) has 2124 elements\n", "Group 11 (r_5-535_&_MainChain_&_!r_72-85_&_!r_257-268_&_!r_338-352_&_!r_435-444) has 1920 elements\n", "Group 12 ( r_79_&_CA) has 1 elements\n", "Group 13 ( r_341_&_CA) has 1 elements\n", "Group 14 ( r_293_&_CA) has 1 elements\n", "Group 15 (r_10-535_&_MainChain) has 2104 elements\n", "Group 16 ( r_203) has 11 elements\n", "Group 17 ( r_447) has 18 elements\n", "Group 18 ( oxyanion_hole) has 52 elements\n", "Group 19 ( acyl_pocket) has 84 elements\n", "Group 20 ( choline_site) has 45 elements\n", "Group 21 (peripheral_site) has 106 elements\n", "Select a group: Calculating the average structure ...\n", "Reading frame 22000 time 2200000.000 \n", "\n", "Back Off! I just backed up average.pdb to ./#average.pdb.1#\n", "Constructing covariance matrix (1626x1626) ...\n", "Reading frame 22000 time 2200000.000 \n", "Read 22501 frames\n", "\n", "Trace of the covariance matrix: 146.699 (u nm^2)\n", "\n", "Diagonalizing ...\n", "\n", "Sum of the eigenvalues: 146.699 (u nm^2)\n", "\n", "Writing eigenvalues to eigenval.xvg\n", "\n", "Back Off! I just backed up eigenval.xvg to ./#eigenval.xvg.1#\n", "\n", "Writing reference, average structure & eigenvectors 1--1626 to eigenvec.trr\n", "\n", "Back Off! I just backed up eigenvec.trr to ./#eigenvec.trr.1#\n", "\n", "Back Off! I just backed up covar.log to ./#covar.log.1#\n", "Wrote the log to covar.log\n", "\n", "GROMACS reminds you: \"If you don't know what you're doing, use a (M)BAR-based method\" (Erik Lindahl)\n", "\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "Choose a group for the least squares fit\n", "Selected 3: 'C-alpha'\n", "\n", "Choose a group for the covariance analysis\n", "Selected 3: 'C-alpha'\n" ] } ], "source": [ "%%bash\n", "\n", "echo 3 3 | gmx covar -s inputs/onlyProtein.tpr -f inputs/onlyProtein.xtc -n inputs/onlyProtein.ndx -mwa" ] }, { "cell_type": "markdown", "id": "3dd39b81-08c2-471c-b0e8-6d98cd2398e0", "metadata": {}, "source": [ "### 2. Calculate projections on first five PCs\n", "\n", "We will use eigenvectors `eigenvec.trr` as input files to GROMACS tool `gmx anaeig` to calculate projection of first 5 eigenvectors on trajectory. These projections will be written into `proj.xvg` file by default." ] }, { "cell_type": "code", "execution_count": 2, "id": "c8ec60be-ceb3-4fce-9ae7-e3d2d584dfc2", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ " :-) GROMACS - gmx anaeig, 2025.2 (-:\n", "\n", "Executable: /opt/gromacs-2025/bin/gmx\n", "Data prefix: /opt/gromacs-2025\n", "Working dir: /home/raj/workspace/gmx_clusterByFeatrues/tutorials/protein-pca\n", "Command line:\n", " gmx anaeig -s inputs/onlyProtein.tpr -f inputs/onlyProtein.xtc -n inputs/onlyProtein.ndx -proj -first 1 -last 10\n", "\n", "trr version: GMX_trn_file (single precision)\n", "Read non mass weighted reference structure with 542 atoms from eigenvec.trr\n", "Read mass weighted average/minimum structure with 542 atoms from eigenvec.trr\n", "Read 1626 eigenvectors (for 542 atoms)\n", "\n", "Reading file inputs/onlyProtein.tpr, VERSION 5.1.2 (single precision)\n", "Reading file inputs/onlyProtein.tpr, VERSION 5.1.2 (single precision)\n", "Group 0 ( System) has 8327 elements\n", "Group 1 ( Protein) has 8327 elements\n", "Group 2 ( Protein-H) has 4217 elements\n", "Group 3 ( C-alpha) has 542 elements\n", "Group 4 ( Backbone) has 1626 elements\n", "Group 5 ( MainChain) has 2169 elements\n", "Group 6 ( MainChain+Cb) has 2660 elements\n", "Group 7 ( MainChain+H) has 2668 elements\n", "Group 8 ( SideChain) has 5659 elements\n", "Group 9 ( SideChain-H) has 2048 elements\n", "Group 10 (r_5-535_&_MainChain) has 2124 elements\n", "Group 11 (r_5-535_&_MainChain_&_!r_72-85_&_!r_257-268_&_!r_338-352_&_!r_435-444) has 1920 elements\n", "Group 12 ( r_79_&_CA) has 1 elements\n", "Group 13 ( r_341_&_CA) has 1 elements\n", "Group 14 ( r_293_&_CA) has 1 elements\n", "Group 15 (r_10-535_&_MainChain) has 2104 elements\n", "Group 16 ( r_203) has 11 elements\n", "Group 17 ( r_447) has 18 elements\n", "Group 18 ( oxyanion_hole) has 52 elements\n", "Group 19 ( acyl_pocket) has 84 elements\n", "Group 20 ( choline_site) has 45 elements\n", "Group 21 (peripheral_site) has 106 elements\n", "Select a group: Group 0 ( System) has 8327 elements\n", "Group 1 ( Protein) has 8327 elements\n", "Group 2 ( Protein-H) has 4217 elements\n", "Group 3 ( C-alpha) has 542 elements\n", "Group 4 ( Backbone) has 1626 elements\n", "Group 5 ( MainChain) has 2169 elements\n", "Group 6 ( MainChain+Cb) has 2660 elements\n", "Group 7 ( MainChain+H) has 2668 elements\n", "Group 8 ( SideChain) has 5659 elements\n", "Group 9 ( SideChain-H) has 2048 elements\n", "Group 10 (r_5-535_&_MainChain) has 2124 elements\n", "Group 11 (r_5-535_&_MainChain_&_!r_72-85_&_!r_257-268_&_!r_338-352_&_!r_435-444) has 1920 elements\n", "Group 12 ( r_79_&_CA) has 1 elements\n", "Group 13 ( r_341_&_CA) has 1 elements\n", "Group 14 ( r_293_&_CA) has 1 elements\n", "Group 15 (r_10-535_&_MainChain) has 2104 elements\n", "Group 16 ( r_203) has 11 elements\n", "Group 17 ( r_447) has 18 elements\n", "Group 18 ( oxyanion_hole) has 52 elements\n", "Group 19 ( acyl_pocket) has 84 elements\n", "Group 20 ( choline_site) has 45 elements\n", "Group 21 (peripheral_site) has 106 elements\n", "Select a group: 10 eigenvectors selected for output: 1 2 3 4 5 6 7 8 9 10\n", "Reading frame 22000 time 2200000.000 \n", "\n", "Back Off! I just backed up proj.xvg to ./#proj.xvg.1#\n", "\n", "\n", "GROMACS reminds you: \"Everybody is Smashing Things Down\" (Offspring)\n", "\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "Select the index group that was used for the least squares fit in gmx covar\n", "Selected 3: 'C-alpha'\n", "\n", "Select an index group of 542 elements that corresponds to the eigenvectors\n", "Selected 3: 'C-alpha'\n", "\n" ] } ], "source": [ "%%bash\n", "\n", "echo 3 3 | gmx anaeig -s inputs/onlyProtein.tpr -f inputs/onlyProtein.xtc -n inputs/onlyProtein.ndx -proj -first 1 -last 10" ] }, { "cell_type": "markdown", "id": "db545f4e-c0ec-4439-92ab-f649b033b907", "metadata": {}, "source": [ "### 3. Calculation of Cluster-Metrics\n", "\n", "Before performing final clutering, we would first generate cluster-mterics that can be used to make a decision on the number of clusters. One of the **drawback** of [K-Means clustering](https://en.wikipedia.org/wiki/K-means_clustering) is that the number of clusters should be known beforehand. Although, `gmx_clusterByFeatures` implements several [cluster metrics](https://gmx-clusterbyfeatures.readthedocs.io/en/latest/commands/cluster.html#cmetric-prior) and also automatated way to decide number of clusters, here, we first calculate cluster-metrics and final clustering can be performed later.\n", "\n", "Following command will perform the clustering of conformations using first 5 PCs projection. Explanation of options are as follows:\n", "* `-method kmeans`: Use K-Means clustering algorithm\n", "* `-ncluster 10`: K-Means clustering will be performed for 1 upto 10 clusters times each time. Finally, based on `-ssrchange` option, final number of clusters will be automatically selected.\n", "* `-cmetric ssr-sst`: Use Elbow method to decide final number of clusters.\n", "* `-nfeature 5`: Take 5 feature from `feat proj.xvg` input file. Here it is projection of first 5 eigenvectors on the trajectory.\n", "* `-sort features`: Sort the output clustered trajectory based on the distance in feature space from its central structure.\n", "* `-fit2central`: Fit/Superimpose the conformation on cluster's central structure in output clustered trajectory.\n", "* `-ssrchange 2`: Threshold (percentage) of change in SSR/SST ratio in Elbow method to automatically decide the number of clusters.\n", "* `-g clusters_scan.log`: Log file containing clustering information and cluster-mterics.\n", "* `-plot pca_cluster.png`: Plot the feature-space (here, it is first 5 PCs from PCA) coloured by the clusters.\n", "\n", "**index group order**\n", "\n", "1. **First index** group - Output group of atoms in the central structures and clustered trajectories\n", "\n", "2. **Second index** group - Group of atoms to calculate RMSD between central conformations of clusters as RMSD matrix, which is dumped in the **log file** with `-g` option. Here, it is Ligand without hydrogen atoms.\n", " \n", "3. **Third index** group - Used for Superimposition by least-square fitting. ONLY used in separate clustered trajectories to superimpose conformations on the central structure. \n", "\n", "\n", "**This command could take a long time to execute!**\n", "\n", "This command could take a long time to execute because it is writing output trajectory file for each cluster sorted by distance in feature-space. Therefore, it needs **to read input trajectory back-and-forth** many time to extract the conformations in sorted manner. **XTC** format is fast for **back-and-forth** reading, and it still could take long time to dump the output trajectories.\n", "\n", "**Content of the output `-g cluster.log` file**\n", "\n", "It contains the command summary, and for each input cluster-numbers, number of frames in each clusters. At the end it dumps the **Cluster Metrics Summary**, which is important for deciding final number of clusters." ] }, { "cell_type": "code", "execution_count": 3, "id": "0efaa3ab-b194-43d1-a058-c9bdca5caf8e", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ " :-) GROMACS - gmx_clusterByFeatures cluster, 2025.0-dev-20250210-6949615-local (-:\n", "\n", "Executable: gmx_clusterByFeatures cluster\n", "Data prefix: /project/external/gmx_installed\n", "Working dir: /home/raj/workspace/gmx_clusterByFeatrues/tutorials/protein-pca\n", "Command line:\n", " 'gmx_clusterByFeatures cluster' -s inputs/onlyProtein.tpr -f inputs/onlyProtein.xtc -n inputs/onlyProtein.ndx -feat proj.xvg -method kmeans -nfeature 5 -cmetric ssr-sst -ssrchange 1 -ncluster 15 -g clusters_scan.log -plot pca_cluster.png\n", "\n", "\n", " :-) gmx_clusterByFeatures cluster (-:\n", "\n", " Author: Rajendra Kumar\n", "\n", " Copyright (C) 2018-2019 Rajendra Kumar\n", "\n", "\n", "gmx_clusterByFeatures is a free software: you can redistribute it and/or modify\n", "it under the terms of the GNU General Public License as published by\n", "the Free Software Foundation, either version 3 of the License, or\n", "(at your option) any later version.\n", "\n", "gmx_clusterByFeatures is distributed in the hope that it will be useful,\n", "but WITHOUT ANY WARRANTY; without even the implied warranty of\n", "MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the\n", "GNU General Public License for more details.\n", "\n", "You should have received a copy of the GNU General Public License\n", "along with gmx_clusterByFeatures. If not, see .\n", "\n", "THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS\n", "\"AS IS\" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT\n", "LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR\n", "A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT\n", "OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,\n", "SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED\n", "TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR\n", "PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF\n", "LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING\n", "NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS\n", "SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.\n", " \n", "\n", "Back Off! I just backed up clusters_scan.log to ./#clusters_scan.log.1#\n", "Reading file inputs/onlyProtein.tpr, VERSION 5.1.2 (single precision)\n", "Reading file inputs/onlyProtein.tpr, VERSION 5.1.2 (single precision)\n", "Group 0 ( System) has 8327 elements\n", "Group 1 ( Protein) has 8327 elements\n", "Group 2 ( Protein-H) has 4217 elements\n", "Group 3 ( C-alpha) has 542 elements\n", "Group 4 ( Backbone) has 1626 elements\n", "Group 5 ( MainChain) has 2169 elements\n", "Group 6 ( MainChain+Cb) has 2660 elements\n", "Group 7 ( MainChain+H) has 2668 elements\n", "Group 8 ( SideChain) has 5659 elements\n", "Group 9 ( SideChain-H) has 2048 elements\n", "Group 10 (r_5-535_&_MainChain) has 2124 elements\n", "Group 11 (r_5-535_&_MainChain_&_!r_72-85_&_!r_257-268_&_!r_338-352_&_!r_435-444) has 1920 elements\n", "Group 12 ( r_79_&_CA) has 1 elements\n", "Group 13 ( r_341_&_CA) has 1 elements\n", "Group 14 ( r_293_&_CA) has 1 elements\n", "Group 15 (r_10-535_&_MainChain) has 2104 elements\n", "Group 16 ( r_203) has 11 elements\n", "Group 17 ( r_447) has 18 elements\n", "Group 18 ( oxyanion_hole) has 52 elements\n", "Group 19 ( acyl_pocket) has 84 elements\n", "Group 20 ( choline_site) has 45 elements\n", "Group 21 (peripheral_site) has 106 elements\n", "Select a group: Group 0 ( System) has 8327 elements\n", "Group 1 ( Protein) has 8327 elements\n", "Group 2 ( Protein-H) has 4217 elements\n", "Group 3 ( C-alpha) has 542 elements\n", "Group 4 ( Backbone) has 1626 elements\n", "Group 5 ( MainChain) has 2169 elements\n", "Group 6 ( MainChain+Cb) has 2660 elements\n", "Group 7 ( MainChain+H) has 2668 elements\n", "Group 8 ( SideChain) has 5659 elements\n", "Group 9 ( SideChain-H) has 2048 elements\n", "Group 10 (r_5-535_&_MainChain) has 2124 elements\n", "Group 11 (r_5-535_&_MainChain_&_!r_72-85_&_!r_257-268_&_!r_338-352_&_!r_435-444) has 1920 elements\n", "Group 12 ( r_79_&_CA) has 1 elements\n", "Group 13 ( r_341_&_CA) has 1 elements\n", "Group 14 ( r_293_&_CA) has 1 elements\n", "Group 15 (r_10-535_&_MainChain) has 2104 elements\n", "Group 16 ( r_203) has 11 elements\n", "Group 17 ( r_447) has 18 elements\n", "Group 18 ( oxyanion_hole) has 52 elements\n", "Group 19 ( acyl_pocket) has 84 elements\n", "Group 20 ( choline_site) has 45 elements\n", "Group 21 (peripheral_site) has 106 elements\n", "Select a group: Group 0 ( System) has 8327 elements\n", "Group 1 ( Protein) has 8327 elements\n", "Group 2 ( Protein-H) has 4217 elements\n", "Group 3 ( C-alpha) has 542 elements\n", "Group 4 ( Backbone) has 1626 elements\n", "Group 5 ( MainChain) has 2169 elements\n", "Group 6 ( MainChain+Cb) has 2660 elements\n", "Group 7 ( MainChain+H) has 2668 elements\n", "Group 8 ( SideChain) has 5659 elements\n", "Group 9 ( SideChain-H) has 2048 elements\n", "Group 10 (r_5-535_&_MainChain) has 2124 elements\n", "Group 11 (r_5-535_&_MainChain_&_!r_72-85_&_!r_257-268_&_!r_338-352_&_!r_435-444) has 1920 elements\n", "Group 12 ( r_79_&_CA) has 1 elements\n", "Group 13 ( r_341_&_CA) has 1 elements\n", "Group 14 ( r_293_&_CA) has 1 elements\n", "Group 15 (r_10-535_&_MainChain) has 2104 elements\n", "Group 16 ( r_203) has 11 elements\n", "Group 17 ( r_447) has 18 elements\n", "Group 18 ( oxyanion_hole) has 52 elements\n", "Group 19 ( acyl_pocket) has 84 elements\n", "Group 20 ( choline_site) has 45 elements\n", "Group 21 (peripheral_site) has 106 elements\n", "Reading frame 4 time 400.000 " ] }, { "name": "stdout", "output_type": "stream", "text": [ "=======================\n", " Cluster Log output \n", "=======================\n", "\n", "Command:\n", "=======================\n", "'gmx_clusterByFeatures cluster' -s inputs/onlyProtein.tpr -f inputs/onlyProtein.xtc -n inputs/onlyProtein.ndx -feat proj.xvg -method kmeans -nfeature 5 -cmetric ssr-sst -ssrchange 1 -ncluster 15 -g clusters_scan.log -plot pca_cluster.png\n", "=======================\n", "\n", "Choose a group for the output:\n", "Selected 0: 'System'\n", "\n", "Choose a group for clustering/RMSD calculation:\n", "Selected 3: 'C-alpha'\n", "\n", "Choose a group for fitting or superposition:\n", "Selected 3: 'C-alpha'\n", "\n", "\n", " Input Trajectory dt = 100 ps\n", "\n", "\n", "\n", "###########################################\n", "########## NUMBER OF CLUSTERS : 1 ########\n", "###########################################\n", "\n", "===========================\n", "Cluster-ID\tTotalFrames\n", "1\t\t22501\n", "===========================\n", "\n", "\n", "\n", "###########################################\n", "########## NUMBER OF CLUSTERS : 2 ########\n", "###########################################\n", "\n", "===========================\n", "Cluster-ID\tTotalFrames\n", "1\t\t13636\n", "2\t\t8865\n", "===========================\n", "\n", "\n", "\n", "###########################################\n", "########## NUMBER OF CLUSTERS : 3 ########\n", "###########################################\n", "\n", "===========================\n", "Cluster-ID\tTotalFrames\n", "1\t\t13593\n", "2\t\t4502\n", "3\t\t4406\n", "===========================\n", "\n", "\n", "\n", "###########################################\n", "########## NUMBER OF CLUSTERS : 4 ########\n", "###########################################\n", "\n", "===========================\n", "Cluster-ID\tTotalFrames\n", "1\t\t9149\n", "2\t\t4502\n", "3\t\t4457\n", "4\t\t4393\n", "===========================\n", "\n", "\n", "\n", "###########################################\n", "########## NUMBER OF CLUSTERS : 5 ########\n", "###########################################\n", "\n", "===========================\n", "Cluster-ID\tTotalFrames\n", "1\t\t5376\n", "2\t\t4502\n", "3\t\t4445\n", "4\t\t4261\n", "5\t\t3917\n", "===========================\n", "\n", "\n", "\n", "###########################################\n", "########## NUMBER OF CLUSTERS : 6 ########\n", "###########################################\n", "\n", "===========================\n", "Cluster-ID\tTotalFrames\n", "1\t\t5376\n", "2\t\t4445\n", "3\t\t4261\n", "4\t\t3918\n", "5\t\t2532\n", "6\t\t1969\n", "===========================\n", "\n", "\n", "\n", "###########################################\n", "########## NUMBER OF CLUSTERS : 7 ########\n", "###########################################\n", "\n", "===========================\n", "Cluster-ID\tTotalFrames\n", "1\t\t5383\n", "2\t\t4439\n", "3\t\t3723\n", "4\t\t2872\n", "5\t\t2531\n", "6\t\t1970\n", "7\t\t1583\n", "===========================\n", "\n", "\n", "\n", "###########################################\n", "########## NUMBER OF CLUSTERS : 8 ########\n", "###########################################\n", "\n", "===========================\n", "Cluster-ID\tTotalFrames\n", "1\t\t4455\n", "2\t\t3723\n", "3\t\t2875\n", "4\t\t2723\n", "5\t\t2711\n", "6\t\t2537\n", "7\t\t1964\n", "8\t\t1513\n", "===========================\n", "\n", "\n", "\n", "###########################################\n", "########## NUMBER OF CLUSTERS : 9 ########\n", "###########################################\n", "\n", "===========================\n", "Cluster-ID\tTotalFrames\n", "1\t\t3723\n", "2\t\t2879\n", "3\t\t2711\n", "4\t\t2698\n", "5\t\t2532\n", "6\t\t2293\n", "7\t\t2196\n", "8\t\t1969\n", "9\t\t1500\n", "===========================\n", "\n", "\n", "\n", "###########################################\n", "########## NUMBER OF CLUSTERS : 10 ########\n", "###########################################\n", "\n", "===========================\n", "Cluster-ID\tTotalFrames\n", "1\t\t2882\n", "2\t\t2831\n", "3\t\t2531\n", "4\t\t2386\n", "5\t\t2352\n", "6\t\t2293\n", "7\t\t2196\n", "8\t\t1970\n", "9\t\t1565\n", "10\t\t1495\n", "===========================\n", "\n", "\n", "\n", "###########################################\n", "########## NUMBER OF CLUSTERS : 11 ########\n", "###########################################\n", "\n", "===========================\n", "Cluster-ID\tTotalFrames\n", "1\t\t2876\n", "2\t\t2834\n", "3\t\t2531\n", "4\t\t2377\n", "5\t\t2350\n", "6\t\t2330\n", "7\t\t1970\n", "8\t\t1565\n", "9\t\t1497\n", "10\t\t1131\n", "11\t\t1040\n", "===========================\n", "\n", "\n", "\n", "###########################################\n", "########## NUMBER OF CLUSTERS : 12 ########\n", "###########################################\n", "\n", "===========================\n", "Cluster-ID\tTotalFrames\n", "1\t\t2869\n", "2\t\t2330\n", "3\t\t2293\n", "4\t\t2193\n", "5\t\t2166\n", "6\t\t2026\n", "7\t\t2018\n", "8\t\t1705\n", "9\t\t1465\n", "10\t\t1265\n", "11\t\t1087\n", "12\t\t1084\n", "===========================\n", "\n", "\n", "\n", "###########################################\n", "########## NUMBER OF CLUSTERS : 13 ########\n", "###########################################\n", "\n", "===========================\n", "Cluster-ID\tTotalFrames\n", "1\t\t2868\n", "2\t\t2330\n", "3\t\t2321\n", "4\t\t2157\n", "5\t\t2021\n", "6\t\t2015\n", "7\t\t1708\n", "8\t\t1465\n", "9\t\t1266\n", "10\t\t1131\n", "11\t\t1096\n", "12\t\t1084\n", "13\t\t1039\n", "===========================\n", "\n", "\n", "\n", "###########################################\n", "########## NUMBER OF CLUSTERS : 14 ########\n", "###########################################\n", "\n", "===========================\n", "Cluster-ID\tTotalFrames\n", "1\t\t2881\n", "2\t\t2713\n", "3\t\t2330\n", "4\t\t2159\n", "5\t\t2009\n", "6\t\t1478\n", "7\t\t1275\n", "8\t\t1233\n", "9\t\t1182\n", "10\t\t1131\n", "11\t\t1094\n", "12\t\t1039\n", "13\t\t1027\n", "14\t\t950\n", "===========================\n", "\n", "\n", "\n", "###########################################\n", "########## NUMBER OF CLUSTERS : 15 ########\n", "###########################################\n", "\n", "===========================\n", "Cluster-ID\tTotalFrames\n", "1\t\t2322\n", "2\t\t2181\n", "3\t\t2159\n", "4\t\t1995\n", "5\t\t1693\n", "6\t\t1635\n", "7\t\t1419\n", "8\t\t1315\n", "9\t\t1300\n", "10\t\t1219\n", "11\t\t1095\n", "12\t\t1084\n", "13\t\t1058\n", "14\t\t1020\n", "15\t\t1006\n", "===========================\n", "\n", "\n", "\n", "===========================================================================================================\n", " Cluster Metrics Summary \n", "-----------------------------------------------------------------------------------------------------------\n", "Clusters SSR/SST D(SSR/SST) (Psuedo)F-stat. Silhouette-score Davies-bouldin-score\n", "2 32.09 32.087 10630.270 0.336 1.407 \n", "3 52.86 20.774 12614.548 0.400 0.942 \n", "4 64.17 11.306 13428.643 0.400 1.057 \n", "5 73.16 8.991 15327.938 0.434 0.909 \n", "6 76.43 3.272 14588.116 0.419 0.979 \n", "7 78.99 2.562 14095.769 0.416 0.967 \n", "8 80.97 1.983 13675.239 0.388 1.031 \n", "9 83.40 2.425 14123.352 0.387 1.034 \n", "10 84.80 1.405 13945.549 0.385 1.011 \n", "11 85.74 0.935 13520.893 0.395 0.958 \n", "12 86.38 0.639 12964.022 0.358 1.124 \n", "13 87.31 0.935 12897.040 0.368 1.070 \n", "14 88.02 0.706 12708.343 0.373 1.030 \n", "15 88.06 0.042 11846.923 0.319 1.167 \n", "===========================================================================================================\n", "\n", "\n", "#####################################\n", "Final number of cluster selected: 10\n", "#####################################\n", "\n", "Calculating central structure for cluster-10 ..." ] }, { "name": "stderr", "output_type": "stream", "text": [ "Reading frame 9 time 2122800.000 :127: MatplotlibDeprecationWarning: The non_interactive_bk attribute was deprecated in Matplotlib 3.9 and will be removed in 3.11. Use ``matplotlib.backends.backend_registry.list_builtin(matplotlib.backends.BackendFilter.NON_INTERACTIVE)`` instead.\n", "\n", "Back Off! I just backed up clid.xvg to ./#clid.xvg.1#\n", "\n", "GROMACS reminds you: \"Why is it that programmers always confuse Halloween with Christmas? Because 31 OCT = 25 DEC.\" (Anonymous)\n", "\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "\n", "===========================================\n", "Cluster-ID\tCentral Frame\tTotal Frames \n", "1\t\t18947\t\t2882\n", "2\t\t17741\t\t2831\n", "3\t\t2272\t\t2531\n", "4\t\t5953\t\t2386\n", "5\t\t4983\t\t2352\n", "6\t\t12308\t\t2293\n", "7\t\t10059\t\t2196\n", "8\t\t1151\t\t1970\n", "9\t\t15181\t\t1565\n", "10\t\t21228\t\t1495\n", "===========================================\n", "\n", "\n", "\n", "Extracting coordinates of the central structure...\n", "\n", "\n", "Calculating RMSD between central structures...\n", "\n", "\n", "=====================================\n", " Central structurs - RMSD matrix \n", "=====================================\n", " c1 c2 c3 c4 c5 c6 c7 c8 c9 c10 \n", " 0.000 0.204 0.245 0.177 0.178 0.215 0.199 0.241 0.190 0.170 \n", " 0.204 0.000 0.224 0.197 0.193 0.231 0.214 0.250 0.185 0.181 \n", " 0.245 0.224 0.000 0.248 0.220 0.222 0.208 0.185 0.255 0.222 \n", " 0.177 0.197 0.248 0.000 0.165 0.183 0.184 0.225 0.184 0.207 \n", " 0.178 0.193 0.220 0.165 0.000 0.210 0.182 0.244 0.194 0.187 \n", " 0.215 0.231 0.222 0.183 0.210 0.000 0.152 0.223 0.229 0.228 \n", " 0.199 0.214 0.208 0.184 0.182 0.152 0.000 0.229 0.216 0.197 \n", " 0.241 0.250 0.185 0.225 0.244 0.223 0.229 0.000 0.216 0.229 \n", " 0.190 0.185 0.255 0.184 0.194 0.229 0.216 0.216 0.000 0.194 \n", " 0.170 0.181 0.222 0.207 0.187 0.228 0.197 0.229 0.194 0.000 \n", "=====================================\n" ] } ], "source": [ "%%bash\n", "\n", "echo 0 3 3 | gmx_clusterByFeatures cluster -s inputs/onlyProtein.tpr -f inputs/onlyProtein.xtc -n inputs/onlyProtein.ndx \\\n", " -feat proj.xvg -method kmeans -nfeature 5 -cmetric ssr-sst -ssrchange 1 -ncluster 15 \\\n", " -g clusters_scan.log -plot pca_cluster.png" ] }, { "cell_type": "markdown", "id": "81c3e09c-4fd3-4d4f-bda2-5903e059094d", "metadata": {}, "source": [ "### 4. Final Clustering\n", "\n", "As can be seen in the above Cluster Metrics table best Silhouette-score is obtained for 5 clusters, however, best Davies-Bouldin score is obtained for 11 clusters.\n", "Also note that for 7 clusters Silhouette and Davies-Bouldin Score is also good. However, here we are going for 11 clusters as Davies-Bouldin score is low and Silhouette score is also not much differ from 7 clusters' score.\n" ] }, { "cell_type": "code", "execution_count": 4, "id": "bd0d18ef-4711-4fb4-ab8f-68552fb84c06", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ " :-) GROMACS - gmx_clusterByFeatures cluster, 2025.0-dev-20250210-6949615-local (-:\n", "\n", "Executable: gmx_clusterByFeatures cluster\n", "Data prefix: /project/external/gmx_installed\n", "Working dir: /home/raj/workspace/gmx_clusterByFeatrues/tutorials/protein-pca\n", "Command line:\n", " 'gmx_clusterByFeatures cluster' -s inputs/onlyProtein.tpr -f inputs/onlyProtein.xtc -n inputs/onlyProtein.ndx -feat proj.xvg -method kmeans -nfeature 5 -cmetric prior -ncluster 11 -g cluster_c11.log -plot pca_cluster_c11.png -fit2central -sort rmsd -cpdb clustered-trajs/central.pdb -fout clustered-trajs/cluster.xtc\n", "\n", "\n", " :-) gmx_clusterByFeatures cluster (-:\n", "\n", " Author: Rajendra Kumar\n", "\n", " Copyright (C) 2018-2019 Rajendra Kumar\n", "\n", "\n", "gmx_clusterByFeatures is a free software: you can redistribute it and/or modify\n", "it under the terms of the GNU General Public License as published by\n", "the Free Software Foundation, either version 3 of the License, or\n", "(at your option) any later version.\n", "\n", "gmx_clusterByFeatures is distributed in the hope that it will be useful,\n", "but WITHOUT ANY WARRANTY; without even the implied warranty of\n", "MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the\n", "GNU General Public License for more details.\n", "\n", "You should have received a copy of the GNU General Public License\n", "along with gmx_clusterByFeatures. If not, see .\n", "\n", "THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS\n", "\"AS IS\" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT\n", "LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR\n", "A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT\n", "OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,\n", "SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED\n", "TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR\n", "PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF\n", "LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING\n", "NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS\n", "SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.\n", " \n", "\n", "Back Off! I just backed up cluster_c11.log to ./#cluster_c11.log.1#\n", "Reading file inputs/onlyProtein.tpr, VERSION 5.1.2 (single precision)\n", "Reading file inputs/onlyProtein.tpr, VERSION 5.1.2 (single precision)\n", "Group 0 ( System) has 8327 elements\n", "Group 1 ( Protein) has 8327 elements\n", "Group 2 ( Protein-H) has 4217 elements\n", "Group 3 ( C-alpha) has 542 elements\n", "Group 4 ( Backbone) has 1626 elements\n", "Group 5 ( MainChain) has 2169 elements\n", "Group 6 ( MainChain+Cb) has 2660 elements\n", "Group 7 ( MainChain+H) has 2668 elements\n", "Group 8 ( SideChain) has 5659 elements\n", "Group 9 ( SideChain-H) has 2048 elements\n", "Group 10 (r_5-535_&_MainChain) has 2124 elements\n", "Group 11 (r_5-535_&_MainChain_&_!r_72-85_&_!r_257-268_&_!r_338-352_&_!r_435-444) has 1920 elements\n", "Group 12 ( r_79_&_CA) has 1 elements\n", "Group 13 ( r_341_&_CA) has 1 elements\n", "Group 14 ( r_293_&_CA) has 1 elements\n", "Group 15 (r_10-535_&_MainChain) has 2104 elements\n", "Group 16 ( r_203) has 11 elements\n", "Group 17 ( r_447) has 18 elements\n", "Group 18 ( oxyanion_hole) has 52 elements\n", "Group 19 ( acyl_pocket) has 84 elements\n", "Group 20 ( choline_site) has 45 elements\n", "Group 21 (peripheral_site) has 106 elements\n", "Select a group: Group 0 ( System) has 8327 elements\n", "Group 1 ( Protein) has 8327 elements\n", "Group 2 ( Protein-H) has 4217 elements\n", "Group 3 ( C-alpha) has 542 elements\n", "Group 4 ( Backbone) has 1626 elements\n", "Group 5 ( MainChain) has 2169 elements\n", "Group 6 ( MainChain+Cb) has 2660 elements\n", "Group 7 ( MainChain+H) has 2668 elements\n", "Group 8 ( SideChain) has 5659 elements\n", "Group 9 ( SideChain-H) has 2048 elements\n", "Group 10 (r_5-535_&_MainChain) has 2124 elements\n", "Group 11 (r_5-535_&_MainChain_&_!r_72-85_&_!r_257-268_&_!r_338-352_&_!r_435-444) has 1920 elements\n", "Group 12 ( r_79_&_CA) has 1 elements\n", "Group 13 ( r_341_&_CA) has 1 elements\n", "Group 14 ( r_293_&_CA) has 1 elements\n", "Group 15 (r_10-535_&_MainChain) has 2104 elements\n", "Group 16 ( r_203) has 11 elements\n", "Group 17 ( r_447) has 18 elements\n", "Group 18 ( oxyanion_hole) has 52 elements\n", "Group 19 ( acyl_pocket) has 84 elements\n", "Group 20 ( choline_site) has 45 elements\n", "Group 21 (peripheral_site) has 106 elements\n", "Select a group: Group 0 ( System) has 8327 elements\n", "Group 1 ( Protein) has 8327 elements\n", "Group 2 ( Protein-H) has 4217 elements\n", "Group 3 ( C-alpha) has 542 elements\n", "Group 4 ( Backbone) has 1626 elements\n", "Group 5 ( MainChain) has 2169 elements\n", "Group 6 ( MainChain+Cb) has 2660 elements\n", "Group 7 ( MainChain+H) has 2668 elements\n", "Group 8 ( SideChain) has 5659 elements\n", "Group 9 ( SideChain-H) has 2048 elements\n", "Group 10 (r_5-535_&_MainChain) has 2124 elements\n", "Group 11 (r_5-535_&_MainChain_&_!r_72-85_&_!r_257-268_&_!r_338-352_&_!r_435-444) has 1920 elements\n", "Group 12 ( r_79_&_CA) has 1 elements\n", "Group 13 ( r_341_&_CA) has 1 elements\n", "Group 14 ( r_293_&_CA) has 1 elements\n", "Group 15 (r_10-535_&_MainChain) has 2104 elements\n", "Group 16 ( r_203) has 11 elements\n", "Group 17 ( r_447) has 18 elements\n", "Group 18 ( oxyanion_hole) has 52 elements\n", "Group 19 ( acyl_pocket) has 84 elements\n", "Group 20 ( choline_site) has 45 elements\n", "Group 21 (peripheral_site) has 106 elements\n", "Reading frame 4 time 400.000 " ] }, { "name": "stdout", "output_type": "stream", "text": [ "=======================\n", " Cluster Log output \n", "=======================\n", "\n", "Command:\n", "=======================\n", "'gmx_clusterByFeatures cluster' -s inputs/onlyProtein.tpr -f inputs/onlyProtein.xtc -n inputs/onlyProtein.ndx -feat proj.xvg -method kmeans -nfeature 5 -cmetric prior -ncluster 11 -g cluster_c11.log -plot pca_cluster_c11.png -fit2central -sort rmsd -cpdb clustered-trajs/central.pdb -fout clustered-trajs/cluster.xtc\n", "=======================\n", "\n", "Choose a group for the output:\n", "Selected 0: 'System'\n", "\n", "Choose a group for clustering/RMSD calculation:\n", "Selected 3: 'C-alpha'\n", "\n", "Choose a group for fitting or superposition:\n", "Selected 3: 'C-alpha'\n", "\n", "\n", " Input Trajectory dt = 100 ps\n", "\n", "\n", "\n", "###########################################\n", "########## NUMBER OF CLUSTERS : 11 ########\n", "###########################################\n", "\n", "===========================\n", "Cluster-ID\tTotalFrames\n", "1\t\t2876\n", "2\t\t2834\n", "3\t\t2531\n", "4\t\t2377\n", "5\t\t2350\n", "6\t\t2330\n", "7\t\t1970\n", "8\t\t1565\n", "9\t\t1497\n", "10\t\t1131\n", "11\t\t1040\n", "===========================\n", "\n", "\n", "\n", "#####################################\n", "Final number of cluster selected: 11\n", "#####################################\n", "\n", "Calculating central structure for cluster-11 ..." ] }, { "name": "stderr", "output_type": "stream", "text": [ "Reading frame 10 time 959300.000 :127: MatplotlibDeprecationWarning: The non_interactive_bk attribute was deprecated in Matplotlib 3.9 and will be removed in 3.11. Use ``matplotlib.backends.backend_registry.list_builtin(matplotlib.backends.BackendFilter.NON_INTERACTIVE)`` instead.\n", "\n", "Back Off! I just backed up clid.xvg to ./#clid.xvg.2#\n", "Reading frame 22000 time 913000.000 \n", "GROMACS reminds you: \"Sincerity is the key to success. Once you can fake that you've got it made.\" (Groucho Marx)\n", "\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "\n", "\n", "===========================================\n", "Cluster-ID\tCentral Frame\tTotal Frames \n", "1\t\t18947\t\t2876\n", "2\t\t17741\t\t2834\n", "3\t\t2272\t\t2531\n", "4\t\t5953\t\t2377\n", "5\t\t4983\t\t2350\n", "6\t\t12308\t\t2330\n", "7\t\t1151\t\t1970\n", "8\t\t15181\t\t1565\n", "9\t\t21228\t\t1497\n", "10\t\t10778\t\t1131\n", "11\t\t9593\t\t1040\n", "===========================================\n", "\n", "\n", "\n", "Extracting coordinates of the central structure...\n", "\n", "\n", "Calculating RMSD between central structures...\n", "\n", "\n", "=====================================\n", " Central structurs - RMSD matrix \n", "=====================================\n", " c1 c2 c3 c4 c5 c6 c7 c8 c9 c10 c11 \n", " 0.000 0.204 0.245 0.177 0.178 0.215 0.241 0.190 0.170 0.215 0.184 \n", " 0.204 0.000 0.224 0.197 0.193 0.231 0.250 0.185 0.181 0.228 0.208 \n", " 0.245 0.224 0.000 0.248 0.220 0.222 0.185 0.255 0.222 0.219 0.210 \n", " 0.177 0.197 0.248 0.000 0.165 0.183 0.225 0.184 0.207 0.200 0.167 \n", " 0.178 0.193 0.220 0.165 0.000 0.210 0.244 0.194 0.187 0.193 0.177 \n", " 0.215 0.231 0.222 0.183 0.210 0.000 0.223 0.229 0.228 0.152 0.156 \n", " 0.241 0.250 0.185 0.225 0.244 0.223 0.000 0.216 0.229 0.243 0.203 \n", " 0.190 0.185 0.255 0.184 0.194 0.229 0.216 0.000 0.194 0.233 0.193 \n", " 0.170 0.181 0.222 0.207 0.187 0.228 0.229 0.194 0.000 0.215 0.183 \n", " 0.215 0.228 0.219 0.200 0.193 0.152 0.243 0.233 0.215 0.000 0.146 \n", " 0.184 0.208 0.210 0.167 0.177 0.156 0.203 0.193 0.183 0.146 0.000 \n", "=====================================\n", "\n", "\n", "Writing central structure to pdb-files...\n", "\n", "\n", "Calculating RMSD from central structure for each cluster...\n", "\n", "\n", "Sorting clustered frames according to RMSD/RMSDist...\n", "\n", "\n", "Writing trajectory for each cluster...\n" ] } ], "source": [ "%%bash\n", "\n", "# create a new folder to contain clustered trajectory and pdb files\n", "mkdir clustered-trajs\n", "\n", "echo 0 3 3 | gmx_clusterByFeatures cluster -s inputs/onlyProtein.tpr -f inputs/onlyProtein.xtc -n inputs/onlyProtein.ndx \\\n", " -feat proj.xvg -method kmeans -nfeature 5 -cmetric prior -ncluster 11 \\\n", " -g cluster_c11.log -plot pca_cluster_c11.png \\\n", " -fit2central -sort rmsd -cpdb clustered-trajs/central.pdb \\\n", " -fout clustered-trajs/cluster.xtc" ] }, { "cell_type": "markdown", "id": "40f44940-c286-4468-af00-831b06367998", "metadata": {}, "source": [ "### 5. Analysis\n", "Now, we will perform following analysis on obtained clusters:\n", "\n", "1. **Comparison of RMSDs within and between the clusters**: It will highlight the quality of clustering by measuring the difference in the clusters\n", "2. **Plotting PC vs PC cluster-wise**. In fact, this is already plotted in the above obtained `pca_cluster.png` file. However, we will focus on first three PCs to demonstrate the distribution of conformation in PC space.\n", "3. **Cluster-ID with time**: We will plot cluster-id as a function of time to analyze, how conformation is changing between clusters as a function of time.\n", "\n", "At first, we will load Python modules and define some functions as follows:" ] }, { "cell_type": "code", "execution_count": 11, "id": "f5e805c7-8306-44ff-891a-6a453b47cbfa", "metadata": {}, "outputs": [], "source": [ "import re\n", "import sys\n", "import numpy as np\n", "import matplotlib as mpl\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "code", "execution_count": 6, "id": "6b2fab01-6529-4b86-852f-c1c3ce9c5c8b", "metadata": {}, "outputs": [], "source": [ "def read_xvg(filename):\n", " ''' Read any XVG file and return the data as 2D array where data is row-wise with respect to time.\n", " '''\n", " fin = open(filename, 'r')\n", "\n", " data = []\n", " for line in fin:\n", " line = line.rstrip().lstrip()\n", " if not line:\n", " continue\n", "\n", " if re.search('^#|^@', line) is not None:\n", " continue\n", "\n", " temp = re.split('\\s+', line)\n", " data.append(list(map(float, temp)))\n", "\n", " data = np.asarray(data)\n", "\n", " return data.T" ] }, { "cell_type": "markdown", "id": "fae16029-b83e-4d9d-8e21-b5ac69e6b713", "metadata": {}, "source": [ "#### 1a. Calculation of RMSDs within and between the clusters\n", "\n", "At first, we need to calculate RMSDs of protein within and between the clusters using `gmx rms` command as follows.\n", "\n", "**Note:** The protein structure is already superimposed when separated cluster-trajectory were written in the previous step, therefore, we are not performing fitting in RMSD calculations below,\n", "\n", "Note: Remove `%%capture --no-stdout` and `%%capture --no-stderr` to populate all the output generated from `gmx rms` commands. " ] }, { "cell_type": "code", "execution_count": 7, "id": "d52c05b6-da29-4725-b7e6-502505072bb8", "metadata": {}, "outputs": [], "source": [ "%%capture --no-stdout\n", "%%capture --no-stderr\n", "%%script bash\n", "\n", "# make directory for rmsd files\n", "mkdir clustered-rmsd\n", "\n", "for i in `seq 1 11`\n", "do\n", " for j in `seq 1 11`\n", " do\n", " echo 3 | gmx rms -f clustered-trajs/cluster_c${j}.xtc -s clustered-trajs/central_c${i}.pdb -o clustered-rmsd/c${i}_c${j} -nopbc -fit none\n", " done\n", "done" ] }, { "cell_type": "markdown", "id": "b2744a1a-9d28-468c-affd-677759f630ea", "metadata": {}, "source": [ "#### 1b. Comparison of ligand RMSDs within and between the clusters\n", "\n", "We will use Python to plot all the obtained RMSDs above. " ] }, { "cell_type": "code", "execution_count": 8, "id": "dbdd5c0b-a010-4290-acb8-2a930fe6bdc0", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mpl.rcParams['font.size']=12\n", "fig = plt.figure(figsize=(12,16))\n", "fig.subplots_adjust(top=0.98, bottom=0.05, hspace=0.25)\n", "\n", "for i in range(1,11):\n", " \n", " ax = fig.add_subplot(6, 2, i)\n", " \n", " for j in range(1,11):\n", " filename = 'clustered-rmsd/c{0}_c{1}.xvg'.format(i, j)\n", " label = \"{0} vs {1}\".format(i, j)\n", " data = read_xvg(filename) # read file\n", " if i==j:\n", " ax.scatter(data[0]/1000, data[1], label=label, lw=0, s=2)\n", " else:\n", " ax.scatter(data[0]/1000, data[1], label=label, lw=0, s=0.5)\n", " \n", " ax.set_ylim(0, 0.5)\n", " ax.set_xlabel('Time (ns)')\n", " ax.set_ylabel('RMSD (nm)')\n", " plt.legend(loc='upper center', ncol=4, markerscale=10, borderaxespad=0.1, columnspacing=1, handlelength=1, handletextpad=0.4)\n", " \n", "\n", "plt.savefig('rmsd-comparison.png', dpi=300)\n", "plt.show()" ] }, { "cell_type": "markdown", "id": "1922cd92-e215-416b-9ebf-c37a3fdc36d4", "metadata": {}, "source": [ "#### 3. Plotting PC vs PC cluster-wise\n", "\n", "It will be done in two steps:\n", "\n", "1. An input file will be prepared containing information about feature searial and their labels.\n", "2. `gmx_clusterByFeatures featuresplot` will be used to generate the plot." ] }, { "cell_type": "code", "execution_count": 15, "id": "5a2a5ed9-d8b9-42cd-a7a1-961801578758", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "1,2,PC-1,PC-2\n", "2,3,PC-2,PC-3\n", "1,3,PC-1,PC-3\n", "1,4,PC-1,PC-4\n" ] } ], "source": [ "%%bash\n", "\n", "# First step - preparation of input file\n", "echo \"1,2,PC-1,PC-2\" > features-label.txt\n", "echo \"2,3,PC-2,PC-3\" >> features-label.txt\n", "echo \"1,3,PC-1,PC-3\" >> features-label.txt\n", "echo \"1,4,PC-1,PC-4\" >> features-label.txt\n", "cat features-label.txt\n", "\n", "# Second step - plotting\n", "gmx_clusterByFeatures featuresplot -i features-label.txt -feat proj.xvg -clid clid.xvg -lcols 6 -o protein-pca-PCs-vs-PCs.png" ] }, { "cell_type": "markdown", "id": "5a1a6034-14d4-4e32-a333-69f546f3ead0", "metadata": {}, "source": [ " " ] }, { "cell_type": "markdown", "id": "9d44af49-05a7-4016-b403-1e97391b9291", "metadata": {}, "source": [ "#### 3. Cluster-ID with time\n", "\n", "We will use `clid.xvg` obtained from the `cluster` subcommand to plot both cluster-id and also highlight the occurance of the given cluster. " ] }, { "cell_type": "code", "execution_count": 16, "id": "72d5d2a6-8e8e-4d6f-b69c-93616e02b8e1", "metadata": {}, "outputs": [ { "data": { "image/png": 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S09O9QVGSYmJiNGjQIK1Zs0b//e9/A1gdAKCkpESFhYXKzc1Venq63G63pJ+DYm5urgoLC1VSUhLgSluPkpKSakFRknbv3l1jUJSkgwcP6uuvv1Zubq5lUJRkGRQlqby8XAUFBbUv2A8FBQUqKytTRUWFBg4cqOzsbEk/B8WKigqVlZWpsLBQP/74Y4sIipK0adOmgK07aMLijz/+qLCwsGrjq8YF8ocIAJASExOVkZEhl8vlDYxr1qzxBkWXy6WMjAwlJiYGutRWIzExsU6nhEtLS+u8ztDQUGVmZio1NbXOyzie1NRUrV69Wna73RsY//73v3uDot1uV2ZmptatW9coPZuBEBsbqwMHDgRs/UETFs8880xlZWX5/CVTUVHh/Yti3759lvOWl5eruLjYZwAANDyn0+kTGAcMGOATFI89NY2m4XQ6/QqMISH1jwRVQfHYU8ONoV+/fj6B8ZZbbvEGxapT006nU6tXrw76wBgbGxvwa32DJizefvvt+u677zR+/Hjt3LlTbrdbt9xyi3bs2CHp+Dv5zJkz5XA4vAMfVgDQeJxOp+bNm+czbt68eXz2BpDT6Tzhtf2ff/65z6VedfHss882elCs0q9fP82ZM8dn3Jw5c3zW73Q69eabbzZJPY0l0EFRCqIbXCTpscce01/+8hcdPHhQktS/f38NGjRIjz32mD7//HMNHDiwxvnKy8tVXl7ufV1cXCyn08kNLgDQCI69RrEKPYuB5Xa7T9jDdrwbVvzVVD2Lku81ilWO7VmUfnrfAwcObPS7sxtTY/YstrgbXCRp8uTJ2rt3rzZt2qTt27drzZo1OnDggKKionTOOedYzhcWFqbY2FifAQDQ8I4Nii6XS5mZmT7XMFbd9IKm409QlI5/w4q/jh49qgEDBngvEWssxwZFu92uF154wecaxuzs7BYRFKWfA10gBVVYlH4Kfr169dIpp5yivLw8LViwQDfffLMiIiICXRoAtGr5+fnVbmY5//zzq930YvUcRjS8/Pz8Ol2zV5/T0VWB0eo5iPWVk5PjExRXr16tP/zhDz7XMA4YMEDnnXde0AfFKsXFxWrfvn3A1h80YXHz5s2aMWOG3n//fa1YsUJ//etfdc455+j000/XQw89FOjyAKDVi4mJUXx8fLVTzsfe9BIfH6+YmJgAV9p6xMTEqG3bttXGd+rUSVlZWTXOEx0drZ49e8rlcqlXr16Wyz7evQJhYWFKSEiofcF+SEhIUHh4eLVTzsfe9BIeHq74+Hi1bdtWdru9Uepoar179w7YuoPmmsXvvvtON998szZv3qyDBw8qKSlJv/71r/XnP/9ZUVFRtVoWD+UGgMbh8XhUUlJS4+Nx8vPzFRMTE/BTaq2Nx+NRWlqavv/+e02bNk2nn366BgwYoMTEROXn5+u0005TaGio2rRpoz59+mjp0qWS5N2Oqamp+v7775WSkqJrrrlGb7/9tkaNGqXzzjtPkvT8889ryJAh+uSTTxQREaEBAwZowIABjXoXcl5engoKCmp8PE9OTo4SEhLkcDi0c+dO73tZunSpZs6c2Wg1NbTo6Gg98sgjuu+++3TWWWc1+AO5Jf/zUNCExYZEWAQAAK1di7zBBQAAAE2LsAgAAABLhEUAAABYIiwCAADAEmERAAAAlgiLAAAAsERYBAAAgCXCIgAAACwRFgEAAGCJsAgAAABLhEUAAABYIiwCAADAEmERAAAAlgiLAAAAsERYBAAAgCXCIgAAACwRFgEAAGCJsAgAAABLhEUAAABYIiwCAADAEmERAAAAlgiLAAAAsERYBAAAgCXCIgAAACwRFgEAAGCJsAgAAABLhEUAAABYIiwCAADAEmERAAAAloIqLP773//WmDFj1LlzZ0VGRqpHjx568MEHVVpaGujSAAAAWiR7oAvw15YtW3T++eere/fueuqppxQXF6fPPvtMDz74oL788kstXbo00CUiSCxZskSXX365jDG1ntfpdOqee+7RhAkTGqGy2vN4PCopKVFiYmK1afn5+aqsrFRISIhiYmKqtcvPz/eOj4mJkcPhaMrS0QI8+uijmjt3rqKjo9W1a1d9++23Ou2009S1a1fNmTMn0OX57dZbb1V5ebm++uorXXfdddq4caMiIiI0ZswYpaamyuFweI81q2OpsrJSBQUF6tatW7VjqepYay7HmMfj0c6dOxUbG1vtsyM/P1/FxcXq0qVLs6kXzYAJEvfee6+RZL7//nuf8b///e+NJLN//36/l+XxeIwk4/F4GrpMNHOLFy82kuo9PPXUU4F+K6aoqMikpaUZl8tl8vLyfKbl5eWZ5ORkEx0dbZKSkkzfvn192uXl5RmXy2XOPvtsk5ycbNLS0kxRUVEg3gaC1MyZMxvkWGruQ0pKitmxY4dJS0szycnJNR5LycnJJjIy0tjtdnP22Wf7HEtVx1pzOcaKiorMueeea8LCwkxSUpLPZ0deXp5JSkoyYWFhJjU1tVnUi8blbx4KmtPQbdq0kaRqf+m0a9dOISEhatu2bSDKQpBZv359gyxn7dq1DbKc+igpKVFhYaFyc3OVnp4ut9stSXK73UpPT9f27dtVVlamvLw8bdy40dsuOztb6enpys3N1aZNm7R9+3YVFhaqpKQkwO8IwWTNmjWBLqFJFBYWqqCgQIWFhdq+fXuNx9L27dtVWlqqiooKbdq0Sd9++62kn4/F3NzcZnOMVX1ulJeXKy8vTwMHDpTb7Zbb7dbAgQOVl5en8vJyFRQUNIt60Uw0UXitt23btpl27dqZcePGmR9++MEUFxeb9957zzgcDnP77bfXaln0LLZuU6dOrVdPw7hx4wL9Fryqei0kGZfLZTIzM31eZ2VleV/b7fYa/62pZxLwxyWXXBLwnr/GHDp16lStN/54x9Kxx9Qvj8XmdIxV9SBWvc/OnTubzp07e1//sscRLZe/eShowqIxxnzzzTemR48ePgfzHXfcYSorK487X1lZmfF4PN7B7XYTFlu5ugbG5hQUqxz7S6xqqOmUc03vp7n9EkPwaamB8digWOVEx9Kxf5w192Psl4GRoNg6tbiwuG3bNnPaaaeZAQMGmEWLFplPP/3UzJo1y8TGxpobb7zxuPNOmzatxoObsNi6paam1uqXR0JCQqBLtpSZmelTa2Zm5nGnW7UD6qJ9+/YBD3cNPVgdGyc6lk50LDYnNb2X5lwvGl6LC4tXXXWViY+PNwcPHvQZ//LLLxtJJiMjw3JeehbxS/QsNu9eDwQPehZ/PpboWUSwaXFhsXv37iY9Pb3a+E2bNhlJZs6cOX4vi2sWWzeuWeSaRTSMlhoUawqMXLOIlqjFhcXBgwebk046yZSUlPiMnzt3rpFklixZ4veyCIut1/33398gv0SuuuqqQL8V43a7a/xldLxfalYB0uVyGbfbHeB3hGAyatSogIe5pgqM69atq/GYqakn0W63m+zsbGNM9T/mmsMx5na7fYJiVTD8ZYBMSkpqFvWicfmbh4Lmodx33nmnxowZo6FDh+quu+5SXFycsrKyNHPmTJ155pn61a9+FegSEQT69u3bIMvp379/gyynPmJiYhQfHy9JysjIkNPplPTTg8MzMjI0aNAg7d27Vx06dFBcXJyKioq87TIyMpSeni6Hw6EDBw4oPj5eMTExgXw7CDLnn3++3nvvvUCX0eji4+OVkJCg+Ph4VVZWqkOHDtWOpUGDBqmwsFA//vijevfure7du0uSz7HWXI6xqs+NgoICJSQkaPXq1d7PjtWrV2vgwIHeac2hXjQPNmPq8DUWAbJq1So9+uij2rhxozwej5xOp0aNGqUpU6aoY8eOfi+nuLjY+0T+2NjYRqwYzRHf4PLzdL7BBfXBN7j8hG9wQbDyNw8FVVhsKIRFAADQ2vmbh4LmG1wAAADQ9AiLAAAAsERYBAAAgCXCIgAAACwRFgEAAGCJsAgAAABLhEUAAABYIiwCAADAEmERAAAAlgiLAAAAsERYBAAAgCXCIgAAACwRFgEAAGCJsAgAAABLhEUAAABYIiwCAADAEmERAAAAlgiLAAAAsERYBAAAgCXCIgAAACwRFgEAAGCJsAgAAABLhEUAAABYIiwCAADAEmERAAAAlgiLAAAAsERYBAAAgCXCIgAAACwRFgEAAGApqMLi9ddfL5vNZjlkZWUFukQAAIAWxWaMMYEuwl8//PCD9uzZU238qFGjFBYWph07dig0NPSEyykuLpbD4ZDH41FsbGyD1njWWWdp48aNDbrMQGjXrp2KiookSSEhIbrooot05MgRbdiwQSNHjtS8efP8Wk5eXp4KCgqUmprqHffxxx9r3bp12r59u9566y0dPHjQO+36669XmzZttHfvXi1btkxHjhyRJHXq1En333+/zj77bPXv37/W6/Z4PCopKVFlZaUKCgokSQkJCUpKSlJ+fr5iYmL03XffeccBANDS+Z2HTJDLyMgwksx9993n9zwej8dIMh6Pp0FrSUlJMZJaxXDNNdec8OexY8cOEx0dbex2u8nKyjLGGPPRRx/Ve91r1qyp1bpXrFhh0tLSTFJSkomKijKhoaEmJCTEREdHm7Vr1xqXy2V69uxp7Ha7iY6ONjt27Kj3vgAAQHPnbx4KqtPQNfnHP/4hm82mG2+8MdCl6Lvvvgt0CU3Gn1P+BQUFKisrU0VFhQYOHKjs7Gxt2rSp3uv+9ttva7Xu4cOHy+12Ky8vT4cOHdLRo0dVWVmpQ4cOady4ccrNzdXXX3+tiooKlZWVeXseAQBAkF2z+Esej0eLFi3SkCFD1LVr10CXo8OHDyssLCzQZTS6rl276j//+c8J26Wmpmr16tWy2+3ewBgVFVWvdb/00ku6/vrra7Xuo0ePavfu3YqLi/NpY4zRzp07va/tdrtWr17tc8ocAIDWLqjD4ptvvqnDhw/rd7/73XHblZeXq7i42GdoLGVlZS06MHbt2lW5ubl+t+/Xr59PYLzlllvqvO6XXnrphNvaat1Hjx7V3r17LdtWBcV+/frVuT4AAFqioA6L//jHP9SxY0eNHTv2uO1mzpwph8PhHZxOZ6PWVVZW1qjLD5SQkJBaBcUq/fr105w5c3zGvfDCCxo6dKjfy7j66qtrFRSPt+6azJkzh6AIAEANgupu6GNt3LhRZ511liZMmKCnnnrquG3Ly8tVXl7ufV1cXCyn09kod0NLUnh4uM/6WpLa9ixKUnZ2tgYOHKiKiop6rbu2PYu1WTc9iwCA1sbfu6GDtmfxH//4hyTppptuOmHbsLAwxcbG+gyNpSUHRUnatm2bXC6X3+2PDWt2u10vvPBCndd90003ebd7bdcdGhpa7ZrFYx17Ew4AAPhZUIbF8vJyvf766zrvvPPUq1evQJfjFRER0aKDYpVt27bp9NNPP2G7nJwcn6C4evVqHTp0qF7rvummm/TKK6/Uat2hoaHq1KlTtWsWbTabunTp4n1dFRhzcnLqVSMAAC1JUIbFJUuWaP/+/X71Kjalbt26BbqEJpOWlnbCNgkJCQoPD/c5xdu7d+96r7t79+61Wve//vUvOZ1OJSUlKSoqSqGhoQoJCVFUVJQWLVokl8ulnj17ym63Kzw8XAkJCfWuEQCAliIor1kcNmyY1qxZo//+97+KiYmp9fx8g8uJ8Q0uAAC0bP7moaAMi/XVmGERAAAgGLT4G1wAAADQ+AiLAAAAsERYBAAAgCXCIgAAACwRFgEAAGCJsAgAAABLhEUAAABYqnVYLCsr09y5c/XNN980Rj0AAABoRmodFsPDw3XHHXeosLCwMeoBAABAM1Kn09Aul0u7d+9u6FoAAADQzNQpLE6YMEGPPvqoiouLG7oeAAAANCP2usz09ddfa+/evUpOTtZFF12kk08+WTabzTvdZrPp6aefbrAiAQAAEBg2Y4yp7UwhIcfvkLTZbDp69Gidi2ps/n5xNgAAQEvlbx6qU89iZWVlnQsDAABA8OA5iwAAALBUr7D4r3/9S1OmTNHNN9+svLw8SVJOTo727NnTIMUBAAAgsOp0Grq0tFSjR4/WypUrvTe23HrrrUpKStLjjz8up9Opxx9/vEELBQAAQNOrU8/ivffeqy+++EJvv/22PB6Pjr1HZtiwYVqxYkWDFQgAAIDAqVPP4sKFC/XQQw9p7Nix1e56TkpK8p6SBgAAQHCrU8/inj171LNnz5oXGBKiw4cP16soAAAANA91CotdunTRpk2bapy2ceNGde3atV5FAQAAoHmoU1i8/PLL9fDDD+vf//63d5zNZtOOHTv05JNP6sorr2ywAgEAABA4dfoGl5KSEg0aNEibN29Wr169tHHjRvXu3Vs//PCDunfvrs8//1wRERGNUW+D4BtcAABAa+dvHqpTz2JMTIzWrFmjhx56SNHR0Tr11FMVGRmpKVOm6LPPPmvWQREAAAD+q1PPYrCjZxEAALR2jdqz6HK5tGHDhhqnbd68WS6Xqy6LBQAAQDNTp7C4fft2lZeX1zitrKxMO3bsqFdRAAAAaB7q/N3QVV/z90u5ubmKiYmpc0EAAABoPvz+BpdXX31Vr776qvf1rbfeWu389uHDh7VhwwZdeOGFDVchAAAAAsbvnsXS0lLt2bNHe/bskc1mU1FRkfd11XDkyBFdddVV+vvf/95oBa9evVqXXHKJ2rdvr4iICJ1++ul66KGHGm19AAAArZnfYfHWW2/Vpk2btGnTJiUlJentt9/2vq4avvjiC/3zn/9UUlJSoxT7xhtv6MILL5TD4dBrr72mDz74QJMnT1YrvKEbQB15PB6NHDlSYWFh6tixo+6//37l5ORIkvLz85WUlKTw8HD16tVLzzzzjM933efl5Wn27NlKSkpSx44dfZabk5OjCRMmKDo6WhdddJE8Ho/y8/O908eOHSubzdaqBqfT2TQbFUCjCppH5+zcuVPdu3fXddddp+eee65ey+LROUDr5PF4dMopp8jj8fiMDwkJ0eLFizV69Ohq80RERGjr1q2SpNNPP10//vijd1q7du104MABZWdnKy0tzWe+2NhYxcXFKSMjQ3fccYeWLFnS8G8oCCQmJsrtdge6DAA18DcP+X3N4rE2btyooqIiDRo0SJJ08OBBTZo0SevXr9ewYcM0Y8YMyxtg6uqll17SoUOHNHny5AZdLoDWo6SkRMXFxdXGV1ZW1hgUJam8vFwFBQWS5BMUJamoqEgxMTE6ePBgtfkOHjyo4uJipaenq7S0tAGqD047d+4MdAkA6qlOd0PffffdWrZsmff1vffeqxdffFE//vijZs6cqTlz5jRYgVU+++wzdejQQVu3blWfPn1kt9sVHx+vW265pcYPfwD4pcTExFo92iskJERr1qxRamqqUlNTlZWVVa1NTUGxXbt22r59u1wul3JzcxUZGakOHTrUq/ZgVVlZGegSANRTncLi5s2bdf7550uSjDGaP3++ZsyYofXr12vy5Ml6+eWXG7RI6ae/TktLS3XllVfqqquu0ooVKzRx4kS99tpruuSSS4573WJ5ebmKi4t9BgCtk9Pp9LkO0UpVUOzXr593XL9+/WoMjMeqOjXtdDqVkZHhDYz79++vd+3BJkiucgJwAnUKi0VFRYqLi5MkbdiwQQcOHND//M//SJKGDBmi3Nzchqvw/1RWVqqsrExTp07VlClTlJ6erokTJ2rmzJnKzMzUypUrLeedOXOmHA6Hd+Cia6B1czqdyszMPG6b5557zicoVunXr59eeOEFy/kOHDjgs5558+bVvdAgRlAEWo46hcWOHTt6L1hetWqVEhISdNppp0n66ZqexviQqLrzcPjw4T7jf/WrX0mS1q9fbznvlClT5PF4vAMXWwOtm9vt1oABA47b5rbbblN2dna18dnZ2brlllss52vfvr3Peq699tq6FxrEGvq6dQCBU6eweMEFF2j69Ol65pln9OSTT+rSSy/1TvvPf/7TKD13KSkpNY6vCqYhIdZvJSwsTLGxsT4DgNbJ7Xb79XivyspKnX/++T6Bsaa7nn+pqKhI7du3l9vtVnp6unJzc+VyuVrlNYsERqBlqFNYnDlzpmw2myZMmKCwsDA98MAD3mkLFy484YdpXVxxxRWSpOXLl/uM/+CDDySpUdYJoGXJz8/XKaec4nf7qsCYk5OjnJycGj9noqOjq40rKipScnKyNyiWlpa2ymsWpeP/IQ8gONTp0Tldu3bV1q1btX///mp/Lc+ZM0edOnVqkOKONWzYMI0aNUoPPvigKisrlZaWpi+++EIzZszQyJEjNXDgwAZfJ4CWJSYmRrGxsbV6zmJYWJgSEhIkSW3btvX7OYvR0dE8Z1FSly5dAl0CgPoyQaS0tNRMnjzZOJ1OY7fbTVJSkpkyZYopKyur1XI8Ho+RZDweTyNVCqC5KioqMpdeeqlp27at6dChg7nvvvvMunXrjDHGuN1u43Q6TVhYmOnZs6f529/+Znbs2OGdd8eOHWbWrFnG6XSaDh06+Cx33bp15o477jBRUVFm8ODBpqioyLjdbu/0MWPGGEmtakhMTGyajQqgTvzNQ3X6BpfXXnvthG2uu+662i62yfANLgAAoLXzNw/VKSxaXYNy7MXMR48ere1imwxhEQAAtHaN+nV/27ZtqzZu7969Wrp0qRYsWKC33nqrLosFAABAM1OnsFjT3YSnnHKKzjnnHB05ckRPP/20XnnllfrWBgAAgABr8GcaDBkyRO+++25DLxYAAAAB0OBhcceOHQoNDW3oxQIAACAA6nQa+rPPPqs2rry8XBs3btTMmTM1ZMiQehcGAACAwKtTWExPT6/2NU5VN1VffPHFeuaZZ+pfGQAAAAKuTmFx1apV1caFh4crOTnZ+00HAAAACH51CosXXnhhQ9cBAACAZohveAcAAIAlv3sWL7roIr8XarPZtHLlyjoVBAAAgObD77BYWVlZ7aYWK3X4BkEAAAA0Q36HxYyMjEYsAwAAAM2R39csHjhwQFdccYWWLVtm2WbZsmW64oortG/fvgYpDgAAAIHld1h86aWXtGHDBo0YMcKyzYgRI7Rp0yY9++yzDVIcAAAAAsvvsPjWW2/p5ptvlt1ufebabrfr5ptv5ruhAQAAWgi/w+J3332nc88994Tt+vbtq++++65eRQEAAKB58DssVlRUqE2bNids16ZNGx05cqReRQEAAKB58DssnnzyydqyZcsJ23399dfq1KlTvYoCAABA8+B3WLzwwgv13HPPHbfX8MiRI3r++ec1ePDgBikOAAAAgeV3WLzrrru0detWjR07Vrt27ao2fdeuXRozZoy+/fZb3XXXXQ1aJAAAAALD74dyp6Sk6Nlnn9Vtt92mrl276pxzzlHXrl0lSdu2bdOXX36pyspKPf/88+rdu3ejFQwAAICmYzO1/G6+tWvX6pFHHtGqVatUWloqSYqMjNSQIUM0ZcoUpaWlNUqhDam4uFgOh0Mej0exsbGBLgcAAKDJ+ZuHah0Wq1RWVmrv3r2SpLi4OIWE+H1GO+AIiwAAoLXzNw/5fRr6l0JCQhQfH1/X2QEAABAEgqc7EAAAAE2OsAgAAABLhEUAAABYIiwCAADAUtCExYyMDNlsthqHrKysQJcHAADQIgVNWKzyyCOPaO3atT5Dr169Al0WWoi77rpL4eHhln+YNLchPDxcDz74oGJiYtSuXTufacOHD1d+fr48Ho+WLVumpKQk9e3bVx9//PEJfw55eXl677339N5772nOnDm64IILFBkZqYiICO/PJzQ0VGlpaXI4HH7VarfbFRoa6p23anxkZKSefvppb60ILl27dm2Sff3kk0/2a99FdR6PRytXrtSyZcu8r/Pz8yVJ+fn5WrBggZYsWaIFCxYoJyen2nG4bNkyrVixolkdn8e+h1/is6QRmCCxatUqI8ksXLiw3svyeDxGkvF4PA1QGVqKO++800hqUUNERITp1q1btfEfffSR5c9hx44dJjIysslr7dixo0lLSzNFRUVNuNVRH8nJyU2+nxxv30V1RUVFpnfv3t6f3xtvvGHS0tKMy+UyWVlZJiEhwefnGxoaas4++2zvcbh06VLvtJSUlGZxfBYVFXnfQ15ens+0vLw843K5+Czxk795KOh6FoHGkpmZGegSGtzhw4f13XffVRu/adMmy3kKCgpUVlbWmGXVaN++fSosLFRJSUmTrxt143a7m3ydx9t3UV1JSYkKCwu9r6+++mpt375dubm5GjBggAoKCnzaHz16VBs3btS3336rd999V6NHj/ZOay7HZ9V7ys3NVXp6unc/dLvdSk9PV25ubrOptcVoovBab1U9i/Hx8SY0NNTExMSYYcOGmc8//7zWy6JnEVb69u0b8N7Axh5mzZp1wp9DVlaWCQkJadK6auolQPPXlPuJP/suqsvLy6vWg/jL7eZwOI77ulOnTs3q+KzqQaz67MjMzPR53Zxqbc78zUNBExbXr19vJkyYYBYvXmw+++wz8/LLL5szzjjDhIaGmg8//PC485aVlRmPx+Md3G43YRGWWnJgrM0v26YMjHy4B7em2E8IivVTU2D85WA1vbkFxSrHBkY+S+qmxYXFmhw4cMAkJiaalJSU47abNm1ajQcAYRFWwsLCAh7sGnoYOnRorX8OL7zwQpPUlpmZ2QhbEU2pNtv76quvbvR9F9VlZmae8DicOHFiUB2fv3xPzbnW5qhVhEVjjLnllluMJFNaWmrZhp5F1AY9iz+hZxH+omex+aNnETVpNTe4GGMkSTabzbJNWFiYYmNjfQagJuecc47Wr18f6DIazaRJkzR79uwTtsvOztb555+vysrKJqhK1S5UR/AIDQ1tkv3E330X1bndbqWmpvrczBIS4vvr3+Fw+Ex3OBze/+/evVvnnXdeszo+j72ZxeVyKTMzUy6Xi8+SxtI02bVx7N+/33Tp0sX06dOnVvNxgwtqkpqaGvCev6Ya/vrXv1r+HNatW9fkN7dUDS6Xy7jd7ibc6qiP0NDQZrXvojq3212tx7BTp05GkuX2Cw0NNdnZ2T6Pzamarzkcn263u8abWX5500tzqLW5a3E9i1dffbX+/Oc/a9GiRcrIyNCLL76o/v37q6CggL820SAGDBgQ6BIaXEREhLp161ZtfO/evS3nSUhIUHh4eGOWVaOOHTsqPj5eMTExTb5u1I3T6WzydR5v30V1MTExio+P975+4403lJyc7O2NS0hI8GkfGhqqlJQUde/eXZdddpmWLl3qndZcjs+q9+RyuZSRkeHdD51OpzIyMuRyuZpNrS2FzZj/O4/bzD366KNasGCBtm3bpoMHD6pDhw4aOHCgpkyZotTU1Fotq7i4WA6HQx6Ph1PS8HHXXXfp+eefV3l5eaBL8UtYWJimTp2q2bNnKzQ01OdbC4YNG6Z//OMfiomJ0eeff67bbrtNcXFxeuyxxzR06NDjLjcvL08bNmyQJO3YsUMLFizQl19+KfPTdc4qLy9XSEiIUlNT9c0336i4uPiEtYaGhsoYo8rKSoWEhHhPXUZERGjmzJm64oorFBMT43P6C81f165dtX379kZfT6dOnfTaa6+dcN9FdR6PR1988YUOHz6skSNHyuPxqKSkRImJicrPz1dmZqbCwsJUXl4ul8ulbt26+RyHy5YtU3h4uFJTU5vN8Xnse/il/Px8Pkv85G8eCpqw2JAIiwAAoLXzNw8FzWloAAAAND3CIgAAACwRFgEAAGCJsAgAAABLhEUAAABYIiwCAADAEmERAAAAlgiLAAAAsERYBAAAgCXCIgAAACwRFgEAAGCJsAgAAABLhEUAAABYIiwCAADAEmERAAAAlgiLAAAAsERYBAAAgCXCIgAAACwRFgEAAGCJsAgAAABLhEUAAABYIiwCAADAEmERAAAAlgiLAAAAsERYBAAAgCXCIgAAACwRFgEAAGCJsAgAAABLhEUAAABYCuqw+NJLL8lmsyk6OjrQpQAAALRI9kAXUFc7d+7Un/70J3Xu3FkejyfQ5SAIeTwelZSU6J577tGaNWv0zjvv6J///KcWL16s1NRUzZs3T3369NGpp56ql19+WZdddpmKi4s1YcIEjR07VgsWLNAPP/ygkSNHauTIkd7lvvXWW5o/f75OP/10JScnq7CwUO3bt9egQYO0bt06/fDDD4qKitK8efO0Y8cOnXbaaUpJSZHb7daoUaNUWVmpxx9/XHa7XcXFxaqsrKxWe1hYmMrLy5vyx9Xs3HnnnXryyScDXQYAtHg2Y4wJdBF1MWrUKNlsNnXo0EGLFi3SwYMH/Z63uLhYDodDHo9HsbGxjVglmiuPx6MRI0boq6++UllZWb2Xt3TpUl122WV644039Jvf/KYBKoQ/CIwAUHf+5qGgPA39+uuv69NPP9Vzzz0X6FIQpEpKSlRYWNggQVGSRo8erdmzZxMUm1hmZmagSwCAFi/owmJhYaHuvPNOPfroo0pMTAx0OQhSiYmJysjIkMvlqvW848aNU1ZWVrXxkyZNaojS4Ke+fftq3bp1gS4DAFq8oAuLt912m7p3765bb73V73nKy8tVXFzsMwBOp7PWgXHcuHFauHCh+vXrV2NgRNPo27evvvzyy0CXAQCtQlCFxbffflvvvfeeXnzxRdlsNr/nmzlzphwOh3dwOp2NWCWCidPp1Lx58/xqm5CQoIULF3pf9+vXTy+88EKNbSdOnKiJEyc2SI3wFRYWRlAEgCYUNDe4HDx4UKeddpquueYa3Xfffd7xt912m959913l5+erTZs2ioqKqjZveXm5z52jxcXFcjqd3OACud1upaenKzc316/2VT2LkpSdna20tLTGLA8W6FkEgPrz9waXoAmL27dvV9euXY/bZvTo0VqyZMkJl8Xd0JBqHxSrjBs3Tn/6058IigFGYASA+mlxYbGsrKzGa8QeffRRffrpp1q+fLni4uLUq1evEy6LsIj8/HxdeOGFtQ6KxzNr1ixucmliqamp3OQCAHXkbx4Kmodyh4eHKz09vdr4V155RaGhoTVOA6zExMQoPj5eu3btatDnLHbp0oXH5zShAQMGBLoEAGjxgiYsAg3J4XDoww8/bPBvcLn66qsVEhLCN7g0AR7IDQBNI2hOQzckTkMDAIDWrkV/gwsAAACaBmERAAAAlgiLAAAAsERYBAAAgCXCIgAAACwRFgEAAGCJsAgAAABLhEUAAABYIiwCAADAEmERAAAAlgiLAAAAsERYBAAAgCXCIgAAACwRFgEAAGCJsAgAAABLhEUAAABYIiwCAADAEmERAAAAlgiLAAAAsERYBAAAgCXCIgAAACwRFgEAAGCJsAgAAABLhEUAAABYIiwCAADAEmERAAAAlgiLAAAAsERYBAAAgCXCIgAAACwFTVj86quvdOmllyopKUkRERHq0KGD+vfvr9dffz3QpQEAALRY9kAX4K+ioiI5nU79v//3/9SlSxcdOnRI8+fP17XXXqvt27frvvvuC3SJAeHxePTFF19o7969Cg8P1+TJk7Vnzx79+9//1saNG3Xo0CGFh4dr8+bNeuyxx9SjRw9FRkbq008/9S7j3HPP1VdffaWKiooAvpPmIy4uTnv27Al0GQAANAs2Y4wJdBH1kZaWpl27dikvL8/veYqLi+VwOOTxeBQbG9uI1TUuj8ejCy64QJs2bQp0KS0OgREA0NL5m4eC5jS0lbi4ONntQdNB2qBKSkpUWFgY6DJapL179wa6BAAAmoWgC4uVlZWqqKjQnj179Nxzz+lf//qXJk+eHOiyAiIxMVE5OTlKSEgIdCktTpB3uAMA0GCCrkvutttu09///ndJUtu2bfW3v/1Nf/jDH447T3l5ucrLy72vi4uLG7XGpuR0OpWTk6PU1FQVFBQEupwWgaAIAMDPgq5ncerUqcrJydH777+vG2+8UePHj9fjjz9+3Hlmzpwph8PhHZxOZxNV2zScTqfeeeedQJfRIhAUAQDwFfQ3uNx666166aWXtGvXLp100kk1tqmpZ9HpdAb9DS5V3G43PYsNKMgPCQAA/NJqbnA577zzVFFRodzcXMs2YWFhio2N9RlaCoJiw7PZbIEuAQCAZiPow+KqVasUEhIil8sV6FKaXH5+PkGxkRAYAQD4SdDc4PL73/9esbGxOu+885SQkKC9e/dq4cKFWrBggSZOnGh5Croli4mJUXx8PGGxEcTFxQW6BAAAmoWgCYv9+/fXP//5T7366qsqKipSdHS0zjrrLM2bN0/XXHNNoMsLCIfDoc8//5xvcGlgPJAbAICfBf0NLnXRUr7BBQAAoK5azQ0uAAAAaDyERQAAAFgiLAIAAMASYREAAACWCIsAAACwRFgEAACAJcIiAAAALBEWAQAAYImwCAAAAEuERQAAAFgiLAIAAMASYREAAACWCIsAAACwRFgEAACAJcIiAAAALBEWAQAAYImwCAAAAEuERQAAAFgiLAIAAMASYREAAACWCIsAAACwRFgEAACAJcIiAAAALBEWAQAAYImwCAAAAEuERQAAAFgiLAIAAMASYREAAACWCIsAAACwFDRh8ZNPPtGNN96oHj16KCoqSl26dNHo0aP15ZdfBro0AACAFitowuLzzz+v7du3a8KECfrggw/09NNPq7CwUGlpafrkk08CXR4AoAEtWbJEDzzwgPe1x+NRdna2cnJy9MADD2jJkiXyeDzKz8/Xli1btGDBAuXl5Xnb5+fne+c5+eSTZbPZGGoYQkJC9PTTTwdiE7dKeXl5uummm9S+fXvFxMTIbrd7t8Wvf/1rDRw4UFFRUUpMTPSOb9OmjebPnx/Qum3GGBPQCvxUWFio+Ph4n3EHDx7Uaaedpl69emnFihV+L6u4uFgOh0Mej0exsbENXSoAoB6WLFmisWPHSpKmTp2qSZMmKT09XRs2bJAkVf3a6tatm0pLS1VQUKAjR44oIiJCW7dulc1mU3p6uiIiIvT1118H7H0Ek6eeekoTJkwIdBktWl5enpKTk1XX2PX666/rN7/5TYPW5G8eCpqexV8GRUmKjo7WmWeeKbfbHYCKAACNYf369d7/P/LII7rvvvtUWFgoY4zPL9rdu3crPz9fR44ckSQdPnxYK1euVHp6unJzc/XNN980ee3Bau3atYEuocUrKCioc1CUpJycnAaspnaCJizWxOPxaP369erZs2egSwEANJAHH3xQU6dO9b6eM2eO4uLifNrYbDaFhoZWm/f3v/+9cnNzZbfbVVlZqc6dOzd6vcFu3LhxeuuttwJdRouXmpqqrKysOs07fvx4PfXUUw1bUC0EdVj84x//qEOHDunee+89brvy8nIVFxf7DACA5uvhhx/2CYwbN270mW6M0YEDB6rNV1FR4f3X5XIpKyurzr+gW4Nx48Zp4cKFgS6j1ejXr1+t98fx48frmWeeaaSK/BO0YfH+++/X/Pnz9eSTT+qcc845btuZM2fK4XB4B6fT2URVAgDq6uGHH1ZqaqrPuB49elRrN3HixBrnnzdvnpxOp/r166cXXnihUWoMZgkJCQTFAKjN/tijR4+AB0UpiG5wOdaMGTM0ffr0an95WikvL1d5ebn3dXFxsZxOJze4AEAzdu+99+qRRx6p8/wul0sZGRnatWuX0tLSGrCyloOexaaXnZ1dq/2xMXsWW9wNLlWqguL06dP9CoqSFBYWptjYWJ8BANB8/TIopqSk+Ey32Wxq3759tfnsdrv339zcXKWlpREUj2PRokW68sorA11Gq1HboCj9dM3u7bff3kgV+SeowuJDDz2k6dOn67777tO0adMCXQ4AoBE88MADPkFx/Pjx2rt3r08bY4yOHj1abd65c+fK5XKpoqJCISEh2rVrV6PXG+wWLVqkX//614Euo8XLycmp8x8uc+bM0Z133tmwBdWCPWBrrqW//vWveuCBBzRixAhdeuml1S4Q5S9HAGgZ+vbt6/1/1XMWV69erf/+97+Sfn7OYqdOnRQbG+vznMUhQ4bo4osv5jmLtdS/f/9Al9DiJSQkyGaz1fnxOb+8frcpBc01i+np6fr0008tp9fmbfBQbgBo3pYsWaL169frwQcflPTTo9K2bt2qkJAQvffee+rbt68GDx6skpISFRcXa9OmTerfv7+SkpIk/fQNLjExMdq6davGjBmj3bt3B/LtNFs2m01PPvkkD+RuInl5eXrwwQf19ttvq6KiQocPH/b2kF911VXKz8/Xv//9b7Vv3147d+6U9NMlFa+88kqDP5Bb8j8PBU1YbEiERQAA0Nq12BtcAAAA0HQIiwAAALBEWAQAAIAlwiIAAAAsERYBAABgibAIAAAAS4RFAAAAWCIsAgAAwBJhEQAAAJYIiwAAALBEWAQAAIAlwiIAAAAsERYBAABgibAIAAAAS4RFAAAAWCIsAgAAwBJhEQAAAJYIiwAAALBEWAQAAIAlwiIAAAAsERYBAABgibAIAAAAS4RFAAAAWCIsAgAAwBJhEQAAAJYIiwAAALBEWAQAAIAlwiIAAAAsERYBAABgKajCYklJiSZNmqRhw4bppJNOks1m0/Tp0wNdFgAAQIsVVGFx3759mjt3rsrLyzVmzJhAl4MWzuPxKD8/v8Zp+fn52rx5s3Jycmpsm5OTo7y8PG9bj8ejzZs3a8GCBTUuc9myZVqxYoU8Hk8jvBOg6ZzouGEfb3pdu3aVzWZj8HOIiIhQ+/btZbPZ1LFjR0VFRSkmJkYJCQmaMmWKz8/2lVde0e2336433njDZ99ucceBCSKVlZWmsrLSGGPMnj17jCQzbdq0Wi/H4/EYScbj8TRwhWgpioqKTFpamnG5XCYvL89nWl5enklKSjIhISHGbrebFStW+LTNysoydrvdREdHm7Vr1xqXy2V69+5tbDabkWQ6derks8ylS5caSUaSSUlJMUVFRU39doEGcaLjxuVymbS0NPbxJpScnOz9fGFomGHy5MnGGGNeeukln/FnnHGGKSoqCqrjwN88FFQ9i1WpH2hsJSUlKiwsVG5urtLT0+V2uyVJbrdb6enpysvLU2VlpSoqKjR8+HC53W7l5uaqf//+GjBggCoqKnT48GGNGzdOubm5KiwslDFGkrR7926dd955crvdevfddzV69GjvegsLC1VSUhKQ9wzU14mOm6pjgX286VRtAzScJ554QrNnz9ZNN93kM75q326Rx0HTZNeGR88iGlvVX4CSjMvlMpmZmT6vly5daux2u5FkQkNDTVxcnPcvzNDQUNOlSxdv27y8PJ8eREnG4XD4vP5ljyMQjE503LCPN72QkJCA98a19KFDhw4++3awHAf+5qFWERbLysqMx+PxDm63m7AIvxx7wFcNxx7oVaecrT5Afvmh8MvASFBES3Si4wZNj8DYdEGxSjAcBy3yNHRdzZw5Uw6Hwzs4nc5Al4Qg4XQ6NW/ePJ9x8+bN8+5D/fr105w5cyznP7atJF122WWaOHFitXZvv/02+yVajBMdN2h6R48eDXQJQa19+/a6+uqra5z23nvv1bhvt6jjoInCa4OjZxFNgZ5FoPaCoUeltaFnkZ7FmtCzeIywsDDFxsb6DMCJHHsxssvlUmZmplwul/ei5XfffVcDBw5URUWFQkNDFRcX5503NDRUXbp08bnA+Zc3szgcDu//j73pBQhmJzpu2MebXmhoqCorKwNdRou1f/9+9enTx2ffbnHHQROF1wbHDS5oTG63u8aLkWv6S/HYm1m6dOliQkNDq41PSEiosSfxlz2NnTp1Mm63O8DvHqgbf44bl8vFPt6Eqj6PGBpuaNOmjZk1a1a18R07djRutzuojoMW27O4fPlyLVq0SO+9954kacuWLVq0aJEWLVqk0tLSAFeHliImJkbx8fFyuVzKyMjwXmPidDqVkZGhpKQkhYSEyG6361//+pecTqdcLpfWrl2rzMxM2e12RUREaNGiRXK5XIqPj/c+9qlTp05at26dnE6nLrvsMi1dutS73vj4eMXExATkPQP1daLjpupYYB9vOkF5fVwzd/fdd2vixIl66aWXfMZX7dst8TiwGfN/D38LEsnJydqxY0eN07Zt26bk5OQTLqO4uFgOh0Mej4dT0rDk8XhUUlKixMTEatPy8/NVVFSkw4cPKzU1tVrbnJwcJSQkKCkpSfn5+YqJiZHb7dbXX3+tAQMGVFvmsmXLFB4ertTUVJ/T00CwOdFxExMTwz7exLp27art27cHuoygER4ervDwcBUVFalDhw4qKytTSEiIIiMjdeONN2rmzJnetq+88oq+/PJL9e/fX5deeql33w6W48DfPBR0YbEhEBYBAEBr528eCrrT0AAAAGg6hEUAAABYIiwCAADAEmERAAAAlgiLAAAAsERYBAAAgCXCIgAAACwRFgEAAGCJsAgAAABLhEUAAABYIiwCAADAEmERAAAAlgiLAAAAsGQPdAGBYIyRJBUXFwe4EgAAgMCoykFVuchKqwyLJSUlkiSn0xngSgAAAAKrpKREDofDcrrNnChOtkCVlZXatWuXYmJiZLPZGm09xcXFcjqdcrvdio2NbbT1oOmwTVsetmnLwzZtmdiuDc8Yo5KSEnXu3FkhIdZXJrbKnsWQkBAlJiY22fpiY2PZsVsYtmnLwzZtedimLRPbtWEdr0exCje4AAAAwBJhEQAAAJYIi40oLCxM06ZNU1hYWKBLQQNhm7Y8bNOWh23aMrFdA6dV3uACAAAA/9CzCAAAAEuERQAAAFgiLAIAAMASYbERHDx4UHfeeac6d+6s8PBw9enTR2+99Vagy8IxMjIyZLPZahyysrJ82q5fv14XX3yxoqOj1a5dO11++eXKzc2tcbnPPPOMevToobCwMHXt2lUzZszQkSNHmuIttTolJSWaNGmShg0bppNOOkk2m03Tp0+vsW1jbMPCwkJdf/31iouLU2RkpPr376+VK1c25Ftsdfzdptdff32Nx26PHj1qXC7bNHA++eQT3XjjjerRo4eioqLUpUsXjR49Wl9++WW1thynzZhBgxs6dKhp166deeGFF8wnn3xibrrpJiPJzJ8/P9Cl4f+sWrXKSDKPPPKIWbt2rc9QUlLibffNN9+YmJgYc8EFF5j333/fvP3226Znz56mc+fOprCw0GeZf/nLX4zNZjNTpkwxq1atMrNmzTJt27Y1N998c1O/vVZh27ZtxuFwmEGDBnmPsWnTplVr1xjbsKyszPTq1cskJiaa119/3Xz00Udm9OjRxm63m4yMjMZ82y2av9v0t7/9rYmIiKh27H711VfV2rJNA2vcuHFm8ODB5rnnnjMZGRlm4cKFJi0tzdjtdrNy5UpvO47T5o2w2MDef/99I8m88cYbPuOHDh1qOnfubCoqKgJUGY5VFRYXLlx43HZXXnmliYuLMx6Pxztu+/btpk2bNmbSpEnecXv37jXh4eHm97//vc/8Dz/8sLHZbObrr79u2DcAU1lZaSorK40xxuzZs8cyWDTGNnz22WeNJLNmzRrvuCNHjpgzzzzTnHfeeQ31Flsdf7fpb3/7WxMVFXXC5bFNA6+goKDauJKSEpOQkGCGDBniHcdx2rxxGrqBLV68WNHR0bryyit9xt9www3atWuXsrOzA1QZaquiokLLli3TFVdc4fPVUqeccooGDx6sxYsXe8d9+OGHKisr0w033OCzjBtuuEHGGC1ZsqSpym41qk49Hk9jbcPFixere/fu6t+/v3ec3W7XNddco3Xr1mnnzp31fHetkz/btDbYpoEXHx9fbVx0dLTOPPNMud1uSRynwYCw2MA2b96sM844Q3a779dup6SkeKej+fjjH/8ou92u2NhYDR8+XKtXr/ZO++GHH3T48GHvtjtWSkqKvv/+e5WVlUn6ebv27t3bp93JJ5+suLg4tnuANNY23Lx5s+UyJenrr79usPeAmh0+fFidOnVSaGioEhMTNX78eO3fv9+nDdu0efJ4PFq/fr169uwpieM0GNhP3AS1sW/fPrlcrmrjO3To4J2OwHM4HJowYYLS09PVsWNHff/995o9e7bS09P1/vvva/jw4d5tVbXtjtWhQwcZY3TgwAGdfPLJ2rdvn8LCwhQVFVVjW7Z7YDTWNty3b5/lMo9dLxrHWWedpbPOOku9evWSJH366ad68skntXLlSuXk5Cg6OlqS2KbN1B//+EcdOnRI9957rySO02BAWGwExzuN0pCnWFB3Z599ts4++2zv6wsuuEBjx45V7969NWnSJA0fPtw7zd/tyXZvvhpjG7K9A+euu+7yeT106FCdffbZGjdunF588UWf6WzT5uX+++/X/Pnz9cwzz+icc87xmcZx2nxxGrqBdezYsca/VqpOj9T0Vw6ah3bt2mnkyJHauHGjDh8+rI4dO0qq+a/P/fv3y2azqV27dpJ+2u5lZWUqLS2tsS3bPTAaaxtynDc/Y8eOVVRUlM+jr9imzcuMGTP0l7/8RQ8//LDGjx/vHc9x2vwRFhtY79699c0336iiosJn/KZNmyTJe9oEzZP5v69Kt9lsOvXUUxUREeHddsfatGmTTjvtNIWHh0v6+fqZX7bdvXu39u7dy3YPkMbahr1797ZcpsRxHijGGIWE/PxrjW3afMyYMUPTp0/X9OnTNXXqVJ9pHKfNH2GxgY0dO1YHDx7U22+/7TP+1VdfVefOndWvX78AVYYTOXDggJYtW6Y+ffooPDxcdrtdo0aN0jvvvKOSkhJvu7y8PK1atUqXX365d9yIESMUHh6uV155xWeZr7zyimw2m8aMGdNE7wLHaqxtOHbsWG3dutXn6QYVFRV6/fXX1a9fP3Xu3LnR3hNqtmjRIpWWliotLc07jm3aPDz00EOaPn267rvvPk2bNq3adI7TIBCwh/a0YEOHDjXt27c3c+fONZ988om5+eabjSTz+uuvB7o0/J//9//+n5k8ebJZuHChWbVqlZk7d67p3r27sdvt5uOPP/a2++abb0x0dLQZNGiQ+eCDD8w777xjevXqddwHxU6dOtVkZGSY2bNnm7CwMB7K3Yg++OADs3DhQvPyyy8bSebKK680CxcuNAsXLjSHDh0yxjTONiwrKzM9e/Y0TqfTzJ8/33z88cdm7NixPOy3AZxom27fvt2cf/755m9/+5v54IMPzPLly82f//xnEx4ebnr27GkOHjzoszy2aWA9/vjjRpIZMWJEtYeor1271tuO47R5Iyw2gpKSEnPHHXeYTp06mbZt25qUlBTz5ptvBrosHGPmzJmmT58+xuFwmNDQUHPSSSeZsWPHmnXr1lVr+8UXX5ghQ4aYyMhIExsba8aMGWO+//77Gpf79NNPm27dupm2bduapKQkM23aNPPjjz829ttptU455RQjqcZh27Zt3naNsQ13795trrvuOtOhQwcTHh5u0tLSfP7QQN2caJvu37/fjB071iQnJ5uIiAjTtm1bc/rpp5tJkyaZoqKiGpfJNg2cCy+80HJ7/rK/iuO0+bIZ838XaQEAAAC/wDWLAAAAsERYBAAAgCXCIgAAACwRFgEAAGCJsAgAAABLhEUAAABYIiwCAADAEmERAAAAlgiLAFosm83m15CRkaHrr79eycnJgS65ms8//1xhYWHasWNHoyz//vvvV9++fVVZWdkoywcQ/PgGFwAtVlZWls/rhx56SKtWrdInn3ziM/7MM8/Unj17VFxcrLPPPrspSzwuY4zOPfdc9e/fX3PmzGmUdXg8HiUnJ+uJJ57QDTfc0CjrABDcCIsAWo3rr79eixYt0sGDBwNdil+WL1+uSy65RFu3blX37t0bbT233367PvroI23dulU2m63R1gMgOHEaGgCkGk9D22w2jR8/Xv/85z/VvXt3RURE6Nxzz1VWVpaMMZo9e7a6du2q6OhoXXTRRfr++++rLXfFihUaMmSIYmNjFRkZqQEDBmjlypV+1fT8888rNTW1WlBMTk7WyJEj9eGHH6pv376KiIhQjx499PLLL/u0Ky0t1Z/+9Cd17dpV4eHh6tChg84991y9+eabPu2uvfZafffdd1q1apVfdQFoXQiLAHAcy5Yt00svvaRHH31Ub775pkpKSnTppZfqnnvuUWZmpubMmaO5c+dqy5YtuuKKK3TsyZrXX39dw4YNU2xsrF599VX97//+rzp06KDhw4efMDD++OOPWrFihQYPHlzj9A0bNuiee+7RXXfdpaVLlyolJUW/+93v9Nlnn3nb3H333Xr++ed1xx136MMPP9S8efN05ZVXat++fT7LOueccxQdHa3333+/Hj8pAC2VPdAFAEBzVl5ero8++khRUVGSfuptHDNmjFatWqX169d7T9vu2bNHd955pzZv3qzevXurtLRUEyZM0MiRI7V48WLv8i655BL17dtXU6dOVXZ2tuV6v/rqKx0+fFh9+/atcfrevXuVmZmppKQkSdKgQYO0cuVKvfHGGxo0aJAkKTMzU8OGDdNdd93lne/SSy+ttqzQ0FCdddZZyszMrOVPB0BrQM8iABzH4MGDvUFRks444wxJ0q9+9Suf6/uqxlfdtbxmzRrt379fv/3tb1VRUeEdKisrNWLECOXk5OjQoUOW6921a5ckKT4+vsbpffr08QZFSQoPD1e3bt187po+77zztHz5cv35z39WRkaGDh8+bLm++Ph47dy503I6gNaLnkUAOI4OHTr4vG7btu1xx5eVlUmSCgoKJEnjxo2zXPb+/ft9guixqoJdeHh4jdM7duxYbVxYWJhPIPzb3/6mxMRELViwQI899pjCw8M1fPhwzZ49W6effrrPvOHh4ccNkwBaL8IiADSCuLg4SdIzzzyjtLS0GtskJCSccP79+/fXuYaoqCjNmDFDM2bMUEFBgbeXcdSoUdq6datP2/3793vXCQDHIiwCQCMYMGCA2rVrpy1btmj8+PG1nr/qtPYPP/zQIPUkJCTo+uuv14YNG/TUU0+ptLRUkZGR3um5ubnq1atXg6wLQMtCWASARhAdHa1nnnlGv/3tb7V//36NGzdO8fHx2rNnjzZs2KA9e/bo+eeft5w/MTFRLpdLWVlZuuOOO+pUQ79+/TRy5EilpKSoffv2+uabbzRv3jz179/fJyju27dP//nPf3T77bfXaT0AWjbCIgA0kmuuuUZJSUmaNWuW/vCHP6ikpETx8fHq06ePrr/++hPO/5vf/EZz5sxReXm5wsLCar3+iy66SO+++66efPJJlZaWqkuXLrruuut07733+rRbunSp2rRpo//5n/+p9ToAtHx8gwsANFO7du1S165d9dprr+mqq65qtPVccMEFSkpK0vz58xttHQCCF2ERAJqxyZMna/ny5frqq68UEtLwTzv77LPPNGzYMG3ZskUul6vBlw8g+HEaGgCasfvuu0+RkZHauXOnnE5ngy9/3759eu211wiKACzRswgAAABLfIMLAAAALBEWAQAAYImwCAAAAEuERQAAAFgiLAIAAMASYREAAACWCIsAAACwRFgEAACApf8P/aW3TQGTaDoAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mpl.rcParams['font.size']=12\n", "\n", "data=read_xvg('clid.xvg')\n", "fig = plt.figure(figsize=(8,6))\n", "fig.subplots_adjust(right=0.85)\n", "\n", "ax = fig.add_subplot(111)\n", "ax.scatter(data[0]/1000, data[1], marker='x', color='k')\n", "ax.set_yticks(range(1,12))\n", "ax.set_ylabel('Cluster')\n", "ax.set_xlabel('Time (ns)')\n", "\n", "plt.savefig('clid.png', dpi=300)\n", "plt.show()" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.18" } }, "nbformat": 4, "nbformat_minor": 5 }