{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Visualizing BCR data\n",
    "![dandelion_logo](img/dandelion_logo_illustration.png)\n",
    "\n",
    "## Integration with `scanpy`\n",
    "Now that we have both 1) a pre-processed BCR data in `Dandelion` object and 2) matching `AnnData` object, we can start finding clones and *'integrate'* the results. All the BCR analyses files can be saved as *.tsv* format so that it can be used in other tools like *immcantation*, *immunoarch*, *vdjtools*, etc.\n",
    "\n",
    "The results can also be ported into the `AnnData` object for access to more plotting functions provided through `scanpy`."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "***Import modules***"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "dandelion==0.1.0 pandas==1.1.4 numpy==1.19.4 matplotlib==3.3.3 networkx==2.5 scipy==1.5.3 skbio==0.5.6\n"
     ]
    }
   ],
   "source": [
    "import os\n",
    "import pandas as pd\n",
    "import dandelion as ddl\n",
    "ddl.logging.print_header()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "scanpy==1.6.0 anndata==0.7.4 umap==0.4.6 numpy==1.19.4 scipy==1.5.3 pandas==1.1.4 scikit-learn==0.23.2 statsmodels==0.12.1 python-igraph==0.8.3 leidenalg==0.8.3\n"
     ]
    }
   ],
   "source": [
    "# change directory to somewhere more workable\n",
    "os.chdir(os.path.expanduser('/Users/kt16/Downloads/dandelion_tutorial/'))\n",
    "# I'm importing scanpy here to make use of its logging module.\n",
    "import scanpy as sc\n",
    "sc.settings.verbosity = 3\n",
    "import warnings\n",
    "warnings.filterwarnings('ignore')\n",
    "sc.logging.print_header()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "***Read in the previously saved files***\n",
    "\n",
    "I will work with the same example from the previous notebook since I have the `AnnData` object saved and vdj table filtered."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "adata = sc.read_h5ad('adata.h5ad')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Dandelion class object with n_obs = 838 and n_contigs = 1700\n",
       "    data: 'sequence_id', 'sequence', 'rev_comp', 'productive', 'v_call', 'd_call', 'j_call', 'sequence_alignment', 'germline_alignment', 'junction', 'junction_aa', 'v_cigar', 'd_cigar', 'j_cigar', 'stop_codon', 'vj_in_frame', 'locus', 'junction_length', 'np1_length', 'np2_length', 'v_sequence_start', 'v_sequence_end', 'v_germline_start', 'v_germline_end', 'd_sequence_start', 'd_sequence_end', 'd_germline_start', 'd_germline_end', 'j_sequence_start', 'j_sequence_end', 'j_germline_start', 'j_germline_end', 'v_score', 'v_identity', 'v_support', 'd_score', 'd_identity', 'd_support', 'j_score', 'j_identity', 'j_support', 'fwr1', 'fwr2', 'fwr3', 'fwr4', 'cdr1', 'cdr2', 'cdr3', 'cell_id', 'c_call', 'consensus_count', 'umi_count', 'v_call_10x', 'd_call_10x', 'j_call_10x', 'junction_10x', 'junction_10x_aa', 'v_call_genotyped', 'germline_alignment_d_mask', 'sample_id', 'c_sequence_alignment', 'c_germline_alignment', 'c_sequence_start', 'c_sequence_end', 'c_score', 'c_identity', 'c_support', 'c_call_10x', 'junction_aa_length', 'fwr1_aa', 'fwr2_aa', 'fwr3_aa', 'fwr4_aa', 'cdr1_aa', 'cdr2_aa', 'cdr3_aa', 'sequence_alignment_aa', 'v_sequence_alignment_aa', 'd_sequence_alignment_aa', 'j_sequence_alignment_aa', 'mu_freq', 'duplicate_count', 'clone_id', 'changeo_clone_id'\n",
       "    metadata: 'clone_id', 'clone_id_by_size', 'sample_id', 'locus_heavy', 'locus_light', 'productive_heavy', 'productive_light', 'v_call_genotyped_heavy', 'v_call_genotyped_light', 'j_call_heavy', 'j_call_light', 'c_call_heavy', 'c_call_light', 'umi_count_heavy_0', 'umi_count_light_0', 'umi_count_light_1', 'umi_count_light_2', 'junction_aa_heavy', 'junction_aa_light', 'status', 'productive', 'isotype', 'vdj_status_detail', 'vdj_status', 'changeo_clone_id'\n",
       "    distance: 'heavy_0', 'light_0', 'light_1', 'light_2'\n",
       "    edges: 'source', 'target', 'weight'\n",
       "    layout: layout for 838 vertices, layout for 24 vertices\n",
       "    graph: networkx graph of 838 vertices, networkx graph of 24 vertices "
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "vdj = ddl.read_h5('dandelion_results.h5')\n",
    "vdj"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### `tl.transfer`"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "To proceed, we first need to initialise the `AnnData` object with our network. This is done by using the tool function `tl.transfer`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Transferring network\n",
      "converting matrices\n",
      "Updating anndata slots\n",
      " finished: updated `.obs` with `.metadata`\n",
      "added to `.uns['neighbors']` and `.obsp`\n",
      "   'distances', cluster-weighted adjacency matrix\n",
      "   'connectivities', cluster-weighted adjacency matrix (0:00:16)\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "AnnData object with n_obs × n_vars = 16492 × 1497\n",
       "    obs: 'sampleid', 'batch', 'scrublet_score', 'n_genes', 'percent_mito', 'n_counts', 'is_doublet', 'filter_rna', 'has_bcr', 'filter_bcr_quality', 'filter_bcr_heavy', 'filter_bcr_light', 'bcr_QC_pass', 'filter_bcr', 'leiden', 'clone_id', 'clone_id_by_size', 'sample_id', 'locus_heavy', 'locus_light', 'productive_heavy', 'productive_light', 'v_call_genotyped_heavy', 'v_call_genotyped_light', 'j_call_heavy', 'j_call_light', 'c_call_heavy', 'c_call_light', 'umi_count_heavy_0', 'umi_count_light_0', 'umi_count_light_1', 'umi_count_light_2', 'junction_aa_heavy', 'junction_aa_light', 'status', 'productive', 'isotype', 'vdj_status_detail', 'vdj_status', 'changeo_clone_id'\n",
       "    var: 'feature_types', 'genome', 'gene_ids-0', 'gene_ids-1', 'gene_ids-2', 'gene_ids-3', 'n_cells', 'highly_variable', 'means', 'dispersions', 'dispersions_norm', 'mean', 'std'\n",
       "    uns: 'bcr_QC_pass_colors', 'clone_id_by_size_colors', 'hvg', 'isotype_colors', 'leiden', 'leiden_colors', 'neighbors', 'pca', 'rna_neighbors', 'sampleid_colors', 'status_colors', 'umap', 'vdj_status_colors'\n",
       "    obsm: 'X_bcr', 'X_pca', 'X_umap'\n",
       "    varm: 'PCs'\n",
       "    obsp: 'bcr_connectivities', 'bcr_distances', 'connectivities', 'distances', 'rna_connectivities', 'rna_distances'"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ddl.tl.transfer(adata, vdj) # this will include singletons. To show only expanded clones, specify expanded_only=True\n",
    "adata"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "if the a column with the same name between `Dandelion.metadata` and `AnnData.obs` slots already exists, `tl.transfer` will not overwrite the column in the `AnnData` object. This can be toggled to overwrite all with `overwrite = True` or `overwrite = ['column_name1', 'column_name2', ...]` if only some columns are to be overwritten."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "You can see that `AnnData` object now contains a couple more columns in the `.obs` slot, corresponding to the metadata that is returned after `tl.generate_network`, and newly populated `.obsm` and `.obsp` slots. The original RNA connectivities and distances are now added into the `.obsp` slot as well."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Plotting in `scanpy`\n",
    "\n",
    "### `pl.clone_network`\n",
    "\n",
    "So now, basically we can plot in `scanpy` with their plotting modules. I've included a plotting function in ***dandelion***, `pl.clone_network`, which is really just a wrapper of their `pl.embedding` module."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 320x320 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 296,
       "width": 472
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "sc.set_figure_params(figsize = [4,4])\n",
    "ddl.pl.clone_network(adata, \n",
    "                     color = ['sampleid'], \n",
    "                     edges_width = 1,\n",
    "                     size = 50) "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### `tl.extract_edge_weights`"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "***dandelion*** provides an edge weight extractor tool `tl.extract_edge_weights` to retrieve the edge weights that can be used to specify the edge widths according to weight/distance."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 320x320 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 296,
       "width": 389
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "edgeweights = [1/(e+1) for e in ddl.tl.extract_edge_weights(vdj)] # add 1 to each edge weight (e) so that distance of 0 becomes the thickest edge\n",
    "ddl.pl.clone_network(adata, \n",
    "                     color = ['isotype'], \n",
    "                     legend_fontoutline=3, \n",
    "                     edges_width = edgeweights,\n",
    "                     size = 50) "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "`unassigned` here means there is no isotype information i.e. no `c_call`, and `nan` means there's no BCR."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "You can interact with `pl.clone_network` just as how you interact with the rest of the scatterplot modules in `scanpy`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "WARNING: Length of palette colors is smaller than the number of categories (palette length: 28, categories length: 821. Some categories will have the same color.\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 320x320 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 296,
       "width": 284
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "from scanpy.plotting.palettes import default_28, default_102\n",
    "sc.set_figure_params(figsize = [4,4])\n",
    "# plot the 3 largest clones by size\n",
    "ddl.pl.clone_network(adata, color = ['clone_id_by_size'], groups = ['1', '2', '3'], ncols = 2, legend_loc = 'on data', legend_fontoutline=3, edges_width = edgeweights, size = 50, palette = default_28)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 386.4x720 with 2 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 643,
       "width": 464
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "sc.set_figure_params(figsize = [4,4.5])\n",
    "ddl.pl.clone_network(adata, color = ['status', 'vdj_status'], ncols = 1, legend_fontoutline=3, edges_width = 1, size = 50)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "By specifying `expanded_only=True`, you will transfer the graph of only expanded clones (> 1 cell in a clone)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Transferring network\n",
      "converting matrices\n",
      "Updating anndata slots\n",
      " finished: updated `.obs` with `.metadata`\n",
      "added to `.uns['neighbors']` and `.obsp`\n",
      "   'distances', cluster-weighted adjacency matrix\n",
      "   'connectivities', cluster-weighted adjacency matrix (0:00:16)\n"
     ]
    },
    {
     "data": {
      "image/png": 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IERERkZCkkCMiIiIhSSFHREREQpJCjoiIiIQkhRwREREJSQo5IiIiEpIUckRERCQkKeSIiIhISFLIERERkZCkkCMiIiIhSSFHREREQpJCjojIeaCguIqi0urWLobIeSWstQsgIiJN+3L1IX75/DqWbTmCMXDpiFT+98FhDO/dvrWLJnLOU02OiMhpqqvztMjrLN5wmKk/W8iyLUcAsBa+WHWISx/9gh37S1qkDCLnM4UcEZFT9PzcHQy8ay4Rl71B55ve5zcvbaCmtnkCj7WW3768vtH7F5fV8Je3tjTL64qEEjVXiYicgt+8tIH/emmDs33wSAX/9dIG1u8q5J3fXNjkddZaqqqqqKioOO3HgtU9aOqz6Fdr84L9FkVCjkKOiMhJFJZU88fZmxs99v7X+3h21ud0a1/XZFix1p7R60a4PdR6Gg85cdH69S1yMvpfIiJyEl+vz6Oiqq7J4299vpWLuhec0r3Cw8OJjo5u8IiMjKS0tJQDBw5w5Ii3D86gTiUs39+u0fvMuKzb6b8RkTZGIUdE5CQiw0/cfbF9UjwDBqQ2Gl6Of4SFBf7aLSoqYtWqVaxZs4bS0lJnf1JSElcNqGT30SoOl0UGXNMtqZwhKfnBe4MiIUohR0TkJEb3iSM+0lJSZRocM1gyInOIiBjERRddREJCwknvZ61lx44drFq1iqysLKc5y+Vy0b9/f5KTk9mzZw/l5Qe5b8Q+1h1KYPuRWFwuS/+UUgZ1LGHxogN075pOz549g/5+RUKFOdO24nOZMWZ/RkZGxv79+1u7KCJynjt69CivvfYai7ZU896WVKwNDDoXdT/CJT28TVXh4eGMHz+e8ePHExER0eBeZWVlrFmzhlWrVlFYWOjsT0xMZMSIEQwbNoxly5ZRXl5OdXU1mzc33g8oOjqaiooKoqOjeeCBB0hKSgra+xU5V3Tu3JmcnJwca23nM72HQo6ISBMOHDjArFmzKCsrw+12U1jbnvlbXBwuiyAhspYR6cX0SS5rcF18fDyXXnopQ4cOBWDfvn2sXLmSzZs3U1d3rG9Pr169GDVqFL1796ayspIPPviA3r17k56ezgsvvNBkudxuN1FRUZSVlZGWlsa9995LeHh48L8BIq1IIacJCjkicrZ27tzJW2+9RXV1NTExMcTFxREZGcm+fftOeJ3L5cLj8c5tk5CQgMvlCqi1iYmJYfjw4YwcOZJ27bydig8ePMjHH3/M5MmT6dy5M3/5y18oKytr9J7h4eHU1NRw0UUX8c033+DxeBg6dCjTpk3DmIbNaSLnq2CEHPXJERE5zrp16/joo4/weDy0a9eOjh07MmLECN58882TXuvxeIiIiKC6upri4mJnf1paGuPGjaN///4BnY/Xr1/P2rVrueWWW4iPj+fTTz91Ak779u0pKCggKiqK8vJyALp378727dvJzc3lyiuv5JNPPmHdunVkZGQwevToIH8nRM5vmvFYRKSetZZvvvmGDz74AI/HQ3p6OhdddBHx8fG43W6nNgUIqDXp2LFjwH2qq6sbnJObm8v+/fudY3V1dXz66adkZ2dz++23Ex8fz5EjR1i2bBngbfIqKioCCGiKyszMBGDHjh0MHjyYIUOGAPDpp5+etJZJpK1RyBERwVsD8+mnn/LFF18A3v4y06dPZ9WqVUyePJndu3cD3uam4+XlNT77cEJCAldffTUdOnTA4/GwfPlynnzySRYuXMisWbPo2LEj11xzDW63G4DXX3/duXbs2LHU1dURFhaGy3XsV3WXLl2IiIigrq6OrKwsrrnmGlJTU/F4PLz11lsBw9BF2jqFHBFp82pra3n33XdZvnw5AEOHDmXGjBnMnz+fyy+/nIiICCfkxMbGAjSYxdjlcjnNUImJiYSHh1NUVMQXX3zB1KlTmTJlCtHR0VRWVvLVV19x+PBhoqKinPt8/fXXHD16FIDhw4dz8OBBwBu2ampqAl6nb9++AGzevJnw8HBuueUWoqKiKC0t5e233w7o3CzSlinkiEibVllZyWuvveYM1544cSLTpk1j69atxMXF0a1bNyorKzlw4ACAE0SO16FDB+666y5cLhdFRUV069aNuLg4KisrmTVrFtHR0Vx88cUkJibicrkoKSnh7bff5qWXXmL79u0sXLgQ8A4Pv+qqq8jKygKgf//+ASHH4/EwYMAAwNtkVVlZSbt27bjpppsAyM7OZt68ec3yvRI53yjkiEibVVxczMyZM9m7dy8AU6dO5bLLLqOsrIxly5Zx6aWXsmvXroBmpNraWuf5ZZdd5jw/fPgw1lqmTp0KeAPIyJEj6dSpE3V1dbz33nts3LiRhx9+mIcfftgJKtnZ2cyaNcup0bnlllvYs2cP1dXVuFwuevfu7fTjAW/I6dWrFxEREXg8HrZu3Qp4a3wuvfRSAJYvX8769eub41smcl5RyBGRNikvL48XX3yRvLw83G43t9xyC6NHj8Zay5w5c0hPT+e5557j1VdfxTcdhdvtJj093bnHyJEjiY6OdrZXrFjByJEjGTFiBOBtgho7dqxzzv79+/n4449JSEhg+vTp3HvvvSQmJjrXG2PYtWsXmzZtAqBHjx6EhYUFNI1ZawkLC6Nfv34AARMGTpw40dk/Z84cDh06FNTvmcj5RiFHRNqc7OxsZs6cSXFxMVFRUdx5553069eP/fv389JLL7Fjxw6WLVvmLJTpG9100UUX0bVrV+c+Ho+HPn36ONubN2+mpKSEKVOmkJGR4QSmadOmOcFnzZo1zJ49m6qqKjp16hTQUdhay6JFi5xamH79+lFZWRlQdt8IL19N0M6dO6moqAC8Ien666+nQ4cO1NbW8uabbzrHRNoihRwRaVO2bNnCK6+8QmVlJQkJCdxxxx3k5+fz3HPP8eKLL5KdnY3H4yEqKoqxY8dy7733On1ievbsGTDSqba21qk5AW8AWb16NW63m759+zrDzr/66iuuvPJKpzlp586dzJw5k9dee83pJHzjjTdy6aWXBsyhs2zZMqdvjv9r+MoSGRkZ0GQFEBkZya233kpERASFhYW89957AUPfRdoSTQYoIiHJWstnyw/y/qJ91HksV4/LIC3iIJ99+gngnWiva9euvPrqq1RVVTnXdezYkXHjxjFw4EDCw8PZsGED4A0PaWlpbNu2zTm3traWnj17EhYW5vTVWblyJUePHiU2Npbbb7+d1157zZnReNq0aSQlJfHhhx+Sm5vr3Kdr164MHjwYgIKCAtauXQtAfn4+c+fODXhfvsDia7Jat24dmzdvZvjw4c45KSkpTJs2jbfffpsdO3bw1VdfMWnSpGB9a0XOGwo5IhJyams93Ppf3/DBomNLu8z8eBfdksq5bYghLiaCgoICCgqOLayZlpZGcnIy1157bcC9fEPHu3fvjsvlCqjJqaurIzw8nF69ejm1KaWlpURHRzN58mSAgFmJ09PTGTNmDDExMbz22mvOfcaOHQt4g9nOnTsBmDBhAocOHXK2ffybnwYMGMC6devYtWsX5eXlAXP4DBgwgAkTJrB48WK+/vpr0tPTnaHnIm2FmqtEJOQ8P3dHQMDx2VsYw+Lsdk7NTUpKClOmTOG+++4DcEZG+fMPOYAzcR8cG2l1fHjw7/A7evRoZ6HOzz77jL1797Jy5cqA899++23WrFlDTk4OJSUlznV33HEH48ePDzj3o48+4ptvvnFqkRprsvK59NJLnRmS33//faePkUhboZAjIiHn5U93NXls3aEEunfvzm233cZDDz3E6NGjmT9/PlOmTAkIMOCdE8e3uKYvLPgv1VBbW4u1NmCNKoA9e/Y4syAbY7j66qtJS0vD4/Ewe/ZsJ5CkpKQ4HZQ/+ugjPvvsMwDS09OdUVf+o698r/nFF1/w1FNPsWXLlkZHWfm4XC5uuukmEhMTqaqq4s033wwYji4S6hRyRCTkHClu+g95RY2bPXv2MGvWLP7nf/6H//3f/+Xw4cOsWrWK9evXU1BQ4PR72bNnD+BdyiElJQUIDDmVlZV88MEH1NXV0a1bNwCioqIA73Byn/DwcG699VaioqKcWiRjDHfddRd33323E1R8Q9X9R2wdP7rK16G5qKiId99917nG12R1vJiYGG655RbcbjeHDx/mww8/bDBbs0ioUsgRkZBzwYAOTR7LSDgWGurq6qiqqqKoqIiVK1fy/vvv8+STT/Lb3/6W//3f/3VqVuLj49m7dy8lJSUBAWH+/Pn079+fSZMm0b9/f+DYcg/r168P6NCcmJhIly5dnO3U1FTi4uIIDw9n+vTpTsdjgKysLKfvzfEhZ9CgQTz88MMMGjQIwGmCstayevXqRt9zeno6V199NeCt8fn222+b/P6IhBKFHBEJOT+5pT8R4Q1/vRksE7p6Oxt3796d6Oho2rVrR2RkZINzKysrnZCSm5vLyy+/zF/+8he+/PJL55zY2Fiqq6vJyclx+uxUVVURFhZGdXU169atc87Ny8tj+/btzvbBgwdZtWoV4G1Wat++vXPswIED/OMf/+Do0aONzpOTlJTETTfdxH333Ufnzp2dY1988QXz589vcA1418MaOXIk4A1nvr5GIqHMhGK1pTFmf0ZGRoavGldE2p7PVx7kgT98RXa+t+mpXVQ1l/U8woCOxybfi4mJYcaMGXTp0oW6ujry8/PJzs5m//79HDhwgPz8/NN6TWMM1lqioqKorKwkPj6e22+/nQ4dOvDkk086fXd69+7N9u3bcblc3HPPPXTp0oVnnnmGvLw8BgwYQFZWFrW1tcTGxpKSksKePXsor3FRUePmjulXMWbUCOc1rbV8+eWXfPPNNwHv65JLLmHkyJEN5vV5+eWX2b9/PzExMTzwwAMN+vyInCs6d+5MTk5OjrW288nPbpxCTjPyeCy5hyvIL6jC7TKkdoqmfVLDT4wiEny1tbW88sorbNiZT3VNHSkx1fh1pwkwZswYLrvsMiIiIpx9y5cv55NPPiEhIYEZM2Zw4MABFi9eTHl5eUAz1Onq1KkTQ4cOZfny5RQWFhIbG8stt9zCzJkzAXjggQeoq6tj9uzZlJeXU1odxsfbUth2JBZrDUmxbv51xkB+ccdAp39QXV0djz32GBUVFQFz9iQnJ3PFFVfQq1cv59zi4mKee+45ysrKSE9P59577w2YgFDkXBGMkKPmqmZSU+th6crDrNlQwL6cMvbsK2XpysNs2NL4CsYiElxZWVn06dOHjHYuOsZ6A05jzVLgDTRPP/00O3bscPb5mnMyMzOJiIhg/fr1TJkyhYsvvtg5Z8KECVx//fWMHTuWrl27Op2OTyQ3N5d58+Y5o7bKysp4+eWXAW/5Dh48iMfj4bbbbiMhsT2vrMlga34c1npDSmFZHf/x4np+89IG555ut9vpvJyens7o0aMxxpCfn8+sWbN47bXXnMkHfetmGWM4cOAA//znP9URWUKWQk4z2b6zmMJGRnjsyynjYG7DERAiElzr169n6NChAbUU1dXVAaOjfFwuF0VFRbz++ut88MEHlJaWOiOroqOj+eijj5g2bRq9e/cOuD42NpahQ4dy5ZVXcu+99/Kzn/2MpKQkgIC+MifjG81VVVXFnDlzmDlzJi+88ALLdlnyyyMaveZv72yjtLzG2R44cCAA+/bt46KLLuKhhx6id+/egHfk1bPPPsucOXMoLS2lW7duXHHFFQCsXbu2yQ7LIuc71VE2A2st+w+WNXl8/4Fy0jrFNHlcRM6ObxRUfHy8E3Lcbjd1dXXEx8c7E+75eDweEhMTKSoqYt26dWRlZTmddwsKCrj99tsDmrJ8fM1CPsYY+vXrx9KlS7HWEhkZ6TRt9e/fn/Hjx5OXl8fhw4fJy8sjNzeXsrKmf1fszm/6V3RxWQ0vvf0Fk8f2ID09nR49ehAdHU1FRQVbtmxh9OjR3HbbbezatYt58+aRm5vL6tWr2bhxIxMnTuSCCy7gwIEDbNiwgY8//phOnTqdVjATOR8o5DQDj4Xa2qarf6tr6lqwNCJtz/r16xkyZAiAE3KSk5PJzc0lLS2NlJQUdu3a5QQfgKKiIrp27Upubq4zfNvtdjN16tSAgHP8ZIDH84WcnJwc59y0tDRuuukm3G53gyDx7bffMm/ePGc7PT2dwsJCysvLiQw78cKa2zat5sieZYC3s3FERAQVFRWsWrWKQYMGER0dTWZmJg888ABr165lwYIFlJaW8uWXX7Jy5UouvvhiJ2y99dZbPPDAA8TFxZ3aN1nkPKDmqmbgdhni48KbPJ6Y0Hj1s4icPWst27Ztc5Za8IUcX5NQdnY211xzDZGRkdTV1REbG+tcm52dTadOnZwRSXV1dTz99NOsXr260X4rjYWcLl26OGtIWWsZNmwY999/f4PZlH369u1LdHS005/nyJEjTg3UkNTiRq8BSI+vJDn2WHNVeXk5RUVFgLffzx//+Ecee+wxZs2axdKlS0lOTubBBx/koosuIiwsjOLiYubMmYO1loiICIqKS/jJ/77HVT/9kvEPfcb/+7817MtrupZJ5Hygmpxm0rN7PGs3FjTY73YbunfRJyWR5pKTk0NqaqoTbsLDvR84fIGksrKS4uJirrzySj766CPKyspo164dR496BwVkZ2c79/INBZ8zZw4bN25ssHhnYyHH5XKRkpLC3r17iY2NZerUqQHDuI/Xvn17Jk6cyLp166iqqqKqqsrpJJwSC5dl5vPFruSAa2LCa/n1bRmkxnckLy+PvLy8Rkd8lZaWsn379oD5eWJjY0lLS6O6uprc3Fzy8vKwFt7ZlMbWw2GAd92tZVuO8I+Pd/Ll3y5ncGZSk+UXOZcp5DST9NQYamrqWLvhIOER3k918XHhDOybRFxs07U8InJ21qxZ40x6B8cW1OzTpw85OTns37+frKwsLr/8crZu3er0v/H1Z/F3xx13sHLlStauXcvu3bt5+umn6dWrl3Pc19Tlr7a21llqYcqUKU7I8ng8zJ0716kR6t27NwMGDACgR48e7N6921nvCo7NuTOh21F6tCtn3aEEyqrddEu2DGx/mFjCueaa7wDeGqPS0lIOHz7MwoUL2bdvH+Hh4VhrGwSxsrKyBv2AtubHsvVwww9fBcXV/OtTq5j3l8tO9C0XOWepuaoZRYaXsW7lG2xa+wEjBsdx4dhOtG+neXJEmktNTQ35+fmkpaU5+3xDtd1utzPaKCsrC2OM02xVUVFBXFycMzLK57333uPiiy/mzjvvJCkpidra2oDVvhuryXnjjTew1nLFFVc4I54APvzwQ6ZNm8b111/P9ddfz6uvvuoci4yMdIav+zd1+foCpSdUMaXPYW4edIhHb+pFTISHrKwsdu3yLkRqjCE+Pp7MzEwmTZrkfC9++MMf8uMf/5jbb7+dSZMm0atXLxISEhrULG3Oi2/ye/rlmlyOFJ35vEAirUkhpxnt378fay3hYbWkdkpq7eKIhLytW7fSr18/p8PvgQMHnFW3a2trnYUv8/PzKSgooLy83OmTc/jwYcaNGxfQd6agoIB//OMfxMXF8dBDD3HBBRcEvN6BAwcCgs7OnTuprq7m/vvvZ9y4cc7+Q4cO8dBDD52w7B06dODCCy8MWCW8sRXDMzIynBXRP/vsM6evkU+3bt2c97RlyxYSEhLo1asXEyZM4PLLL+fSSy9l1KhRpKamOmGnxtPELImAtVBZrcEScn5Sc1Uz8lVZ+y/KJyLNZ/369Vx//fWAN9R89tlndOnShc2bN1NbW0unTp1ISEiguLiYr7/+mqKiIu68807mzZvHli1bWLhwYUATlDGGkpISZs6cyW233cZVV12Fy+VyFrg8fPgwzz33HNdddx3p6elERETw3e9+N6BMJSUlTJ8+3eln05iYmBgmTZrEe++9h8fjITk5mZqaGqcjsa/pCrw1UldccQXPPvsseXl5DZrnXC4Xffv2ZfXq1SxdupR9+/Zx8OBBjh492uSkf5ntysnKb7yv4IDuiWSkaMoLOT+pJqcZ+UJORkZGK5dEJPQVFRURFhbm1GIsWLCAESNGEB0dDXhDjzHG6VOza9cubr/9dpKSkrj66quJiYkJ6JMTGRmJtRaXy0VlZSWvvvoqO3bsCFhIE7xB5/XXX6eioqLBB5r169czfvz4gHWlGuNyuXj33XfxeDykpqZy77330qNHD+e4fzhxuVx06tSJ4cOHA/Dll1+yadMm5s+fz8yZM/nTn/7kTO5XWFjIpk2bKCgocO4RGxtLz549nZmcAYamFtMhpmGtkTHwX98dcsKyi5zLVJPTTMrLyzly5AigmhyRlrB27VqGDh0KeGf9PXr0KJdffjkHDx4EvCGnvLzc2S4tLaWurs4JRtdccw1vvfUW4B3xNG3aNF577TVqampwu93U1NQwe/ZsZ/4dgPj4eKqqqhg6dGjAUPSCggIef/xxfv/731NTc2yYd1NKS0ux1pKRkcHtt98OwObNmxs9d8eOHaxdu9Z5H+Xl5bzzzjtN3js1NZWBAweSmppKp06dyMnJYf78+c7vJ4DIMMvdw/fz5a4ObMyNp9bjYnS/DvzyrkFcM14f0uT8pZDTTHJycgBv1XJqamorl0YktFlr2bFjBxMnTqSmpobPP/+cW265BWOMM5S8tLSU2bNnM3nyZGbNmkVtbS07d+50Rjj179/fGWFVVFREUlISt956K7Nnz6auro7w8HBqampYu3at87oRERF8//vfZ9OmTc6+NWvWcOGFF55wJuPGdOvWje985ztERkayYMECZwmK45uYli1b1uj1nTp1IiMjg9TUVNLS0li7di2rVq0iLCyMiRMncuDAAd5991327t3rXOO/mGd8pIfr+uVxbd88EhLb8ZMf33Za5Rc5FynkNBNfU1V6enqTk4CJSHBkZ2fTuXNn3G43n3/+ORdccIEzc68v5Bw+fJiHHnrIGYWUlZXF9u3bnZBTUVHhNFfV1dXx0Ucfcdttt3H55Zfz2WefOTU6/n12wsLC+Oqrr+jQoYOz7+jRow0Czve+9z22bNnSZLOV2+0mMjKS559/nqKiIid4NNaHJiIigs6dO5OamkpKSgpffvklJSUlpKSkBMzjU1dXx6pVq9i/fz9vvPEG27Ztc4717NmTnJwcZ+mK5ORk8vPzndDTLqnp0VYi5xP1yWkm6o8j0nLWrl3LsGHD2Lt3L6Wlpc7Q7bq6Onbu3Al4/5DHx3v/ePtGWWVlZTlBwlfD4RtxtHPnTp566iny8vKckVJ1dXVERkay+2g0X+7qwAer6vhkwcomy5WZmclHH33Es88+2+jaVz51dXVkZWVx5MiRgNFa/ouL+kRERHDzzTczefJkhg0b5iy0uXHjRuf3DkDHjh2dOXp8ASc9PZ3p06dz4MABJ+D07NnTCXfJyd5JBxMSEposq8j5RCGnGXg8Ho2sEmkh1dXVHD16lHbt2jF//nymTp0KHGue8s19418D45svp7y8nJycHKy1bNy4EfDOkOyrmSkrK+PCCy/kiiuuYOrUqVTXGZ5fmsyrazvzzd72fL69HU8t7c7BksAAk56ezu9//3s2bdrEtdde2+jK58dLTU1l6NChzvIOI0eObHTBzNLSUmcUFnhXH/ed99lnn1FbW8uKFSt46qmnnP5AbrebG2+8kenTpzN37lwn1GRmZjJgwADKyspwu91OvyKtXyWhQiGnGVRXVzNs2DDi4+O1qq9IM9u8eTMDBgzg888/Z8KECcTExJCTk8Obb77JpEmT6NatGxA4cV9CQoLTV+6zzz5j5syZTo3PhAkT+N73vkdiYiLV1dV8+OGHWGsZPXo022uGsacwcDi1xbBu37FfpWPHjmXv3r38/Oc/dwLLybRr145/+Zd/oUePHlRWVuJyubjwwgud2pbj7dixg4ULFwLe4eVXXnkl4K1Bfvzxx/n4448pLy93anLq6upISEjg2WefdQJO9+7due2225zh8EOGDHGOqSZHQoVCTjOIiopiypQp/OQnP9EvC5FmtmHDBuLj46murqZfv36sXr2aBQsWMGPGDDIyMpwmn9raWqy17Nu3j88++8zpN1NeXs7NN9/sBIrMzEwiIyO57rrrAG8z1vz581m9dj2frG68M/GC1Yec5zExMY02M52Ir4Px4sWLAW/gSExMbLDMBMCIESMAWLRokTP7ssvlcmphSktLARg9ejQ/+tGPnCa61157zXmPXbt25Y477mDnzp3k5+cDMH78eIqLvQuC+q4ROd+p47GInHfKKmrJ2l9MBJVERESwZMkSbrnlFubMmUN4eDjf+c53nA7/vq+lpaX84x//oHPnzgwYMICBAwfy4osvUlBQwJYtWwBvU1VBQQFZWVkcPnyYuLg4SktL+fbbb0nr0ovyJlY3WLg2j+feX88DN5z5nDK+1wRv4AAarcmZOHEihYWF7Nq1i/fee48ePXqQlZUVcM7YsWOd2p0ePXqwfv16pyarS5cu3HnnnbjdbpYsWQJ4V0Jv3769E/z04UxChUJOENTV1bF48WL27t1LdXU1vXr1YuLEiRpVJRJkdXUefvWP9fz9/SxKymsxwKDOlv+9fyjvv/8+w4cPZ/DgwXg8Hvbs2cPmzZsD1nf67ne/i8fjoaCggLy8PGdY+Pz58wFvIFqxYgW1tbWEhYWRnJxMdXU11dXVlJccIb1DOgeONJ50Zr7zDZ7cJQwYMIDhw4efVm2ItdYZedWvXz9SUlKw1ja6snhYWBjXXHMNzz77LFVVVU7ASUtLIzk5mQ0bNrB69WomTJhAWVlZwHw7HTt25M477yQsLIycnByns/X48eOduXpANTkSOhRyzkJFRQWvvPIKjz32GNu3bw841qlTJ773ve/xy1/+kshILcopEgy/eG4dj725xdm2wIb9hnse28qSpy7F1lUzd+5c8vLy6NKlCz169CAiIoLFixdTXV3NU089RV1dHS6XC2OMM8mfr1PywIEDGTt2LElJSU6TU3Z2NjNnzqTwaAHXj87k6U8bCR4uD6M6F5KbW0Nubi5ff/01V199tTMr8ckUFRU5gxUmTJgA0GjAAe8sykuWLAk4npaWxv33309NTQ27du2irKyMf/7zn+zatSugL9LAgQOdfjq+WpzOnTvTpUsXZ24vUMiR0KGQc4Z27drF5Zdfzu7duxs9npuby3//93+zfPly5s6d6/xiEZEzU1hSzTMfZjV6LK/Exa+emMu4nh6stVRWVpKfn8/69esDRjZddNFFtGvXjvbt2xMbG8vWrVt56623nBqMMWPGOMOofbp27cq4ceP49ttvSa5aycRuHVi6L4laj7dLY0JkDdMG5JMcc2xm47q6Oj7//PNTDjm+kVIJCQl06tQJaLypCnBqnSIiIujduzebNm3i4MGDLFq0iIsvvphJkyYxd+7cgNXSfZMcbt26lYsuuoijR486TXTjxo1z1uiCM+tTJHKu0k/yGSgqKmLSpElkZ2ef9Nx58+bxyiuvcN9997VAyURC14bdhZRXNr0a9oHSGLp0aUdGRgYZGRm0a9eOiIgI9u/fz4svvoi1lsGDBzvz4IC3k7HL5cLj8RAZGUlKSkqj9540aRIbN26kpKSESzOPMK7LUfYXR5EUH0VyxFEMlk6dOp1wEc5TUVxczDPPPMO11157wpFZo0eP5uKLLyY2Npb4+HiWLl3KwoULSUtLC5iYELyrm0+ZMoXXXnuNgwcPUlBQwNKlS7HW0r59e/r16+e8NqgWR0KLRledgV/+8pcBAcftdvOLX/yCrKwslixZ4lQ3+/zmN7+hurrh4ncicuqSE0/c7BvmqXD+UCckJDiT7/nXovo33YB3Ec6YGO+Q8JiYmCbnszHGBIx0ig730LtDOX1TYcTwYYB3lNbYsWNP7035iYqKIiwsjKNHj/LKK68wb968Rs978MEHmTp1qjOaavLkyXTv3h2Ad955h9deey3g/EsuuYTMzEwSExMBWLduHWvWrAG8HZR9oc9Xk6NOxxJKFHJOU01NDTNnzgzY96c//Ynf/e539O7dm3HjxvHee+8F/GLNzs5ucr0ZETk1/bslMqZ/h0aPuQz894+uJDU1leXLl/PEE0/w2GOP8eqrrzrNMtAw5FhrnQ8gFRUVjS6jAPDuu+82uBa8H3AmTZpEeHg4JSUlAWtYna6EhAQefPBBZwLRPXv2OMf8w1fHjh0DrnO5XNx8883ExMQE9C/y/Q766quv8Hg8zvIVq1evpra2lpiYGIYNG+bcxxdyVJMjoUTNVadp5cqVAevSRERE8OCDDwac07FjR37/+98D3k59nTt3ZtCgQS1aTpFQ9OL/G8vkn3zBoYJj/VUMlkeu6cDGlQu47rrruOyyy7DWkpeXx8aNGwOCx+zZsxk0aBCZmZnOek2+kFNZWUlubm6DBXWzs7Od/i0pKSlUVVU5NUYul4v4+HhGjhzJ0qVLKSkpweVyccUVVzgzKJ8qX3n9Vwf3cbvdTshqrLbJf5kG8I7A+s53vsOrr75Kfn4+q1atYuDAgXz77bcB8+j4fxhTyJFQpJBzmr788suA7VGjRhEdHd3gvH/9139tqSKJtBkDuiey+ZVreHXeblZtK6B9fBjtqjeQlpjDlClXM2fOHEaNGsWgQYPo1KkTnTp1YuzYsfz5z38GvCFl9erVLF682BlhBTj9crKysgJCjsfj4Y033gC84eKOO+5g3bp1zu+BsrIySkpKAkZX9ujRgwsuuCCgluRU+WYxjoiIID093anN8a9FstYGBJ3jO0/7zs/JyWHUqFGsWLGChQsX8sMf/tDpgOxyuRgzZkzAa/s39YmECoWc07RgwYKAbV8b/P79+3nvvfcoKiqia9eu3HjjjfpEJNIMEuMiePjGvs72P/+ZR1JSEkuXLuWOO+7g008/Ze/evVx55ZWEhYUFjBQaO3YsHTt2pKamhn379jFnzpyAe3/zzTfU1NTQrVs3unTpwrx585y+OBdffDEJCQnOWljgnWDw+eefd2pwPB4Pu3bt4vDhw012Yj6Zdu3acd1117F7924n5PhmRAaYNWsW11xzDYmJiWzatIl33nnHuTY2NpbMzEw2bNjAF198wc0338yGDRuoqKjg66+/du7h3xfJRzU5EorUJ+c0rVwZuOJwx44d+Zd/+RcyMzN55JFH+NWvfsU999xD586d+elPfxrQtCUiwTd27FhycnKIiopi8+bNXHPNNXTp0oXXXnuNo0ePBoQcX41IeHg43bt3d5p4LrjgAsDb527r1q3MmzePZ599ltWrVwPeTsm+5RSOby4qKSkhPDycO+64g+TkZKy1zjDvM3H06FFefvll1q1b5+xr166d83zHjh08/fTTfPDBBwEBJzo6mrvvvptp06bRtWtXAObOncuoUaMAWL58ufN+KyoqnOUcwDsnj6/ZTiFHQolCzmmw1jpVuj6///3vee6555zVfn2Ki4t57LHHuPTSS502cBEJPt+Q6REjRrB69WqOHDnCkCFDuOaaa/jggw8Cljzwb/Y5dOhQQMjxNTuPHz+eO+64I6CPS3x8PG+++SYvvPBCgw86AH369KFHjx5MnjwZ8C7R4N9xGOCjjz6iqKjIefz61792jkVHRzshyhfKioqKnOO+zsRut9tZp8s/BEVFRXHXXXeRkpKC2+1m+vTpxMfHU1lZSVZWFklJSc5cPL5+OP4zIfv/XlNzlYQShZzTUF5e3mD0he8XUUpKCrfcckuDDsbLly/n0UcfbakiirRJY8eOZcWKFVx77bXMmTOH2tpakpOTueOOO8jKynJqX/xDjm8iz5SUFBITE+nVqxcA27dvZ+XKlU4z1ahRo7j55psZMmQI8fHxFBQUNHj9TZs2sWrVKjIzM53h3J9//nnAh5/Y2FgSEhKcx/Hz4Pj6yNTW1nL55Zc7Q+Dh2O8ZY4xT6+Rv8ODBAc1jcXFx3HLLLbhcLvLy8gLu5Ru95d8h29dU5Xa7G+1jKHK+Usg5Db5PU8e74YYb2Lt3L2+++Sbr16/nqaeeCjj+yiuvNDpiQkSCo0uXLuTn5xMdHc3w4cP54osvAG+txbRp05x15PxrR3whxxdK+vTpA3ibgxYtWgR4m6mmTJlCcnIyY8aM4cILLwyYLycqKsoJEJ999hmvvPKKE6QOHDjAp59+6izX0JQ1a9bw1FNPYYxxmpkOHjxIXFwcQMDkhbW1tY02ha1YsYIXXniBgwcPOvs6d+7M1KlTAe/ILR9frU1eXp6zIKj/RIBNzRUkcj5SyDkNvsm3/BljePrpp51PP8YYfvCDHzjt4OBt53/rrbdarJwibY0xhlGjRrFy5UqGDh1KeXl5wIgnX63J4sWL2b59O3V1dc7ilD169ACgZ8+eGGMCal++853vOCEjOzs7IMSAd8bk7373u7hcLmpqaigsLCQiIsLpQ7N69WpefPFF/u///o8PP/yQVatW8fnnn/PRRx/x3nvv8fjjj/PRRx9RXl7O888/T2ZmJgBbtmxxwlT79u0DOjv7GzZsGGPHjsUYw6FDh3j++eeZP3++8x5GjhzpzI/jk5+f7/wu8zVZaSJACVUKOafB7XY3CDpDhw5tMK8GwBVXXBGw/emnnzZr2UTauv79+7N9+3Zqa2uZOnUqixYtcv54+/q5jBs3jg0bNvDhhx86YcVXkxMdHR0QJgYOHEjnzp0Bb63Pa6+9RlVVVcCoJJfLRadOnZz/7yUlJQwYMKDB74mysjJcLherVq1iyZIlrFmzhl27dlFYWOjcr7a2lq+++orIyEhKKg3L9oSz/lA8Jjy+ycU6165dy5o1axg6dKizcvnixYt59tlnnRDn31Tlq9HyhSBfk5WWdJBQpZBzmo7vc3P8Yn4+3bp1C9j2ry4WkeBzuVwMGjSIDRs2EBkZyVVXXcVHH32Ex+NxQo4xhhtuuMHpVNyxY0enFrayspLCwkLnfjfccAPgbb6aNWsWNTU1tG/fnkmTJjnn+ELDmDFjnP/zc+fObdBENWHCBOrq6pwRTWlpaU4fmpqaGqcGxVrLZ1tj+duS7nywuRMfbEnlJ2+6mb/1WP8dl8vF9ddfz8SJE4mMjKSqqoq1a9dSUFBARkYGbrebI0eO8NJLL/HBBx+wfv16wBt26urqMMY4I6kOHz5MXl6eho9LyFLIOU2XXHJJwHZT4eX40VbqzCfS/IYPH86aNWuw1pKenk5mZibffPONE3Jqa2sxxjg1IxUVFezcuROA119/PWBgQUFBAVu3bmX27NnU1taSkpLCvffeG1BL45sbZ/Xq1QG/C8LCwpzVxAEKCwsZOHCg83vB18kZvL8rLrjgAgYOHMiGQ/F8vacDdfbYr+aaOsMXu5LZdtj7ujfeeCNDhw7lsssu49FHH+Wyyy4jNjaWuro6cnJyqKurc2qH1q1bh8fjISoqihkzZuByuRoMnti8ebOaqyRkKeScJv9PcQDr168P6Ozn45tfw8fX7i8izSciIoKuXbuyY8cOwDvq6sCBA86ggdraWqqrq52alquuuorVq1fz1ltvOft8gejrr7/mrbfewuPxkJqayj333ON0BvYpLS3l2WefZe7cuVRUVDg1O7W1tQHz0PhmHQZvB+dLL72Uu+66y7nfnj17qKqqYnVu0xMILs9JIjIyMuB3SVRUFBMnTuTRRx/l6quvdprbysvLA66trKxkzZo1DT6kgbfJytchWzU5EmoUck7ThAkTAiYXA/jtb38b8OmoqKiIf/7znwHnzJgxo0XKJ9LWjRkzhuXLlwPe5qlrr73W6XNSW1tLdnY2Ho8Hl8tFr169uP7669m2bRvgbX4aPnw4ABs3bsRaS0ZGBnfddVeDGYLBO9w8Ly8PYwwjR47kkUcecWpp6urqcLvdtGvXDo/Hw4EDBwCYOHGiU7b+/fsD3j47vXv35nCpu8n3daQ8nOrqap577jmeeOIJXn/9dZYvX87Ro0dxu92MGjWKH/7wh9x4440BtUg+GzZsYOnSpc4ILp/8/Hxn0lLV5Eio0bIOpykuLo7p06cze/ZsZ98zzzzDgQMH+P73v8/Ro0f5/e9/T25urnM8PT2dSy+9tDWKK9LmJCQkEBsby6FDh0hNTSU2NpYOHTpw4MABampqnKHjnTt3JiIigtdff92ZKC8hIcFpuvGdc8cddxAZGQl4OxavWLEi4PV69+7N5Zdf7qwOfu211/L444/j8XiIiYnh8ssv5+233wagU6dOdOnShYqKCnbt2sXRo0cB73DzAwcOkBDRhfLqwPlzfNpF12CtdWpdjh49yo4dO/j8888JCwsjNjaWjIwM+vTpw913383f//73BjOul5eXk52dTUREBNXV1VTUuFh3KIG80gjiI2uZVu6ma2MvLnKeUsg5A3/5y1+YN29ewNw3H374IR9++GGj5//mN79xqrFFpPmNHTuWb7/91uk8nJCQwIEDB8jJyXE6Hffo0YOdO3c6TVtpaWn069cvYH26kSNHEhkZSXV1NUuWLGHJkiUB/e0GDhzIzTffHPDaMTExTl+dkpKSgM7MxcXFPP/8806tjr+oqCimDA1j5uLG39PojCJnbarc3Fzy8/PxeDzU1tZSW1tLZWUlR44ccToa+/To0YPKysqAZvXq6moOlkTy+rp0ymuO/Rm44Adf84+fj+X2yWpel9CgkHMGUlNT+fLLL7niiisCamwa8+tf/5r77ruvhUomIuD9P1pRUUFxcTEJCQlOE3N+fr5TU9OtWzdn/iqXy0XPnj2dgOOr6di6dSsej4cFCxY4y7P4VvKGY0tK+Nu9e3fAXDr+k/dVVFQ41/rWzyorK+PAgQOkpKRQU5PN2C7tWLYvCYt3Uj63Cy7pWcyAjqXExXXixhtvBHBGa+Xm5pKbm0teXh65ubkBNVG+8jTm/c2dAgIOQG2d5f4/LuPykal0aq/BEnL+U8g5Q0OGDGHnzp08//zz/PnPfyYnJ8c5FhERwY033sj3v/99LrzwwlYspUjbNWbMGJYtW8bkyZOdkJOYmEhJSQlhYWGsXr3aqdXp1q0b33zzDeCdb6dXr17MmTOHbdu2Of11wsPDmTBhAsnJyc7CmP6zEZeXl7Nr166AmiCgwWimqKgopk+fTrdu3XC73WzevJm3336bffv2AXBFr3wu6FzI/vJkKivKueuaIezaup+KisDXc7vddOrUqUH/my1btjjhrW/fvpSUlJCXlxcQvPYXRZFfHtno9626xsMbX+zlken9TuXbLHJOU8g5C7GxsTz66KN8//vfZ+3ateTm5hIfH8+gQYOanD9HRFpGz549WbRoEVVVVU7I8dWiREREsHHjRsAbOny1HYMHD2bcuHF89tlnAffKyMjg1ltvJT4+PmDBz6KiIubPn8+uXbsaHWUZFhbmhIuLL76YRYsWUVlZSX5+vjO7sa8vj78rLxlFWVmZd84fc2zNPP+QA94AVVFRQUlJCSUlJRQXF7N4sbe9KyYmxtnvH3AAymtO3Hx+uKjxyQdFzjcKOUEQERHhLK4nIucGYwzDhw9n9erVTsjxNeX4rzDuez5o0CDcbjfPP/98QO3LkCFD6NChA5988gnjxo1j69atzrE1a9YEvKZ/qJkxY4ZT4wOwbNkyhgwZwtq1a1m4cCFDhgzBWsubb74ZcI9Ro0YxefJk5s2bB0Bubq5zz6KiIt5++22Ki4spKSmhtLS0yTX1ysvLGwwlB29QSouvxGUsHtv4OlWj+zVshhM5HynknIXCwkISEhIafLoSkXPDoEGDePnll53ZiH0z/fpGU/lkZGSwdetWJ0x06tSJ1NRU1q1bx65duzDGsHv3brZs2dLgNTp37kxmZiY9e/Zk48aNrFixgi5dupCTk0NtbS0xMTEYYygrK6OoqIjw8HAqKiqYM2cOubm5DRbv3bVrF3/4wx+cDs7+TeGlpaXOelPHCw8Pd2YzjoyMZMSIEcTHxxMXF0dhYSHbtm0jJycHj8dDfCQMTS1mzcHEBvcZnJnENePST/VbLHJOU8g5C99++y3btm1jwoQJjB49urWLIyLHCQsLo0+fPqzecpC1B+OJDvfQq30ZblfgOb4gERsby+DBgzHGOH1xSktLWbdunXO+2+12ak+uuOIKxo0bB3jn4PENFU9MTOTbb78FvCO7rLWUlZUFdAJuKqwUFBQ0+X5iYmIYNGgQCQkJxMfHBzwqKyt54oknAJgyZQoDBgxwao3879mpUycqKiqY2iePyHDD2kNJVFZ7cLkMU8em8+y/jsHt1gc3CQ0KOWdh//79FBUVNVolLCKtr7Kqjic+9/De17WAdyHd2PBapvXPpVcH7//b2tpaXC6X0yl56dKlDe6TnJxMv379SExMJDc3l5UrVwLemc3Xr19PSUlJwJw0vv4+AIcOHTppOePi4pwg1KNHD8aPH09paakzLUV4eDg1NTWkpaUxZcqURu/x9ddf4/F4iI2N5fDhw/z1r391+iCBtxPy6NGjWbBgAcXFxUSEu3n9N1eR1CGdHTklpHWIJiOl4YSHIuczhZwzVFNT4/zy8q1ULCLnln97ZjXvfZ0TsK+sJoy3Nqbxgwv2khjlbZ7yeDzOxHzgHSYeFhZGRUWFs0SDb/SVP/+lGxqTlJREjx49iI+PJyoqikWLFgUED4AuXbpw9913s3z5cmf+rZ49ewbMr9NUx2OfqqoqZ5LC8vJyp/NxeHg4w4YN44ILLiAxMZHZs2eTk5ODMYbp06c7K7CPUh8cCVEKOWfo4MGDTrt+RkZGK5dGRI5XUl7DS5/uavRYrcfF6gMJTMpsvGno+CDiExkZSVRUlDPrcI8ePSguLqZbt27s2LGD4uJi+vTpQ1ZWFm63m/vuuy9gvavCwkJnyQkft9uNy+WiX79+zJs3j+LiYg4dOuSsUg7HQs7xk4paa9m5cyeffPKJ04fHWktcXBxjxoxh1KhRREdH4/F4eOedd9i1y/v9mDZtGn379m3yeycSKhRyzpBvMb+UlBSiohqfhl1EWs/+w+WUVzY+8gjgSEWE89wXNNLS0gL6u8TExDBnzhzq6uq44YYbnPmxXnvtNcA7Eqpv377MmTPHWR/LN0HosGHDAgLO1q1bGywJAd7FOXfs2EHv3r3p1KkTubm5bNmyhbS0NGfiweNrcmpra1m/fj1Lly7l8OHDzr1iYmK44oornJFi4A09c+fOdTpNX3XVVQwdOvT0v6Ei5yGFnDPkCzlqqhI5N6V3iCYqwk1ldeNBJymqhqSkJIYNG8aIESNYt24dLpeL8ePHB5y3efNmsrKy2L17N0OGDAk45nK5cLvdzurfbreboqIijDEB98nOzuadd94JCCsej8cJMZ9//jk9e/akb9++5Obmsm3bNi699FLi4+MDQo7H42HhwoWsWLGiQV9AYwwPPPAAiYnHRkxZa/n888+doe6XXHIJF1xwwRl8N0XOT+pCf4YUckTObYlxEXzn8m6NHnMZy4j0YgoLC1m4cCF//etf2bdvHxs3biQ7Ozvg3D59+gCQlZWFx+PBmGNzy/hqS3xz50REeGuH0tPTad++PQB5eXm8/vrrzoisTp06ceuttwLHmsUOHz7MmjVr6Nevn3NNQUEB8fHxwLHmqm3btvHVV19RXl6O2+1mxIgRzusMGTIkIOAALF682BnldcEFF3DRRRedxndQ5PynkHMGioqKnEnFunTp0sqlEZGm/PXhkVw+KjVgX0yE4aaBh2gfXUNERARRUVFYa8nKyuLgwYO8/PLLfPzxx04zUO/evQFvh97jF9Z0u90UFBQ4TVS+0NKuXTs++ugjjhw5wssvv+zMz9OhQwfuuusu+vTp49So+ELTwoULad++vRNUGpuTx1pLTEwMF198MT/+8Y/p37+/Mzz8+BqolStX8sUXXwAwdOhQrrzyyoCAJtIWqLnqDPhqcSIjI7V8g8g5LD4mnM/+fCnLt+Tz7cZ8kuIjuPGiLuQd9DYfVVZWOmtS5efnO7U1K1asYMWKFXTu3Jlhw4Y5fWWysrLo0ePYCt0ul8sJI775c3r16sVNN93E2rVreeaZZ5wanMTERO655x5iYrzDtC+77DJ27NjBkSNHMMZQWlrKt99+S58+fVixYgVfffVVwIrnAF27duXOO+90ZnBesmQJAL169QpYHmLjxo3885//BLxDx6+77joFHGmTVJNzBvybqvSLQ+TcN6Z/Mo9M78fdV2USHxNOz549uf/+++nQoQM1NTUsXryYtLQ0fvzjHzN58mSio70rcO/fv5+5c+c6tTobN24MmC3Z7XY7TVW+MDNx4kRqampYtmyZsy8qKorvfve7AR2Rw8PDuf766zHGOM1RixYtYsOGDQANAg54V1f3BZyDBw86kwv61+Js376d999/H4Du3btz8803a1Z2abP0k38GfCFHQ8dFzl8dOnTgvvvucxbKXLhwIZ999hmjR4/mJz/5CampqfTv35+IiAgn2Bw9epT33nvPuUdFRYXz+wC8H3w6d+7MrFmznHm0oqOj6d27N4sWLWqwUGbnzp0ZPny4s+3xeALW1Ro4cGDA+f5hxVeLk5aW5sx3k52dzVtvvYXH4yE9PZ0ZM2Y4oUikLVLIOU21tbXOasPqjyNyfouOjub22293FtjdtGkTM2fOpLy8nFtuuYWysjIeeeQRrrvuOidg+I9q+uSTTwLuN2HCBN5//3327NkDeJu077//fm688Ua6du3Ka6+9xtGjR7HWsnfvXt58801Wr17doFw9e/YEcIal+/g6OhcWFrJp0ybAW4tjjOHQoUPMmjWL2tpakpOTuf3224mMjAzCd0nk/KWIf5oOHTrkVEGrJkfk/OdyuZgyZQodO3bk448/5uDBgzz//PPMmDGD0aNHs3DhQqZOnUp2djZr164lLi6O0tJSgIBZiaOjo9m0aZMTPsLDw7nvvvuc0U+DBw+mY8eOzJo1i7q6uoAZlhMSEigpKXGarXxByn9xTjgWcpYuXYq1lqSkJAYMGMCRI0d47bXXqKqqIjExkTvvvNPp+yPSlqkm5zT5qqaTk5OddnsROf+NHDmSO++8k+joaEpLS5k5cybWWmpra9m6daszlLyp2ZArKiqcNatcLhe33367M2txZWUlS5YsYdasWeTn5zsBp2vXrsyYMYNHH300YHj3wYMHnbl0/LndbioqKpzan7Fjx1JaWsqrr75KWVkZsbGx3HnnnSQkJAT3myNynlJNzmkoLavhYG4ZMbEdND+OSAjq3r073/ve95g9ezaHDx/mvffeY/z48SxevJjrrrsuYAVyf8fv93g8vPrqq/Ts2ROXy8WuXbucYeTGGAYNGkS7du3Yt28fqampGGO48MIL2bZtm9OXJywsjOrq6oB7u91uVq5cSU1NDVFRUfTt25dXX32VoqIiIiMjueOOO+jQQetQifgYX/VoKDHG7M/IyMjw7xB4NmpqPKzdWMDhI8c6BIa5a5hwQRdiY5QTRUJNVVUV7777Ltu3bwdwOvb6AsuJ9OnThz179jihxsftdjNs2DAuvPBCZy6cvLw85s6dy4UXXkjv3r3Jy8vj2WefbVCD43P55Zfz7bffUlZWxrhx49i7dy8HDhwgLCyMO++8k65du57lOxc5d3Tu3JmcnJwca+0Z1yqoueoUrN14JCDgANTWhbNiTT4eT+iFRJG2LjIykhkzZjhDs/fs2cORI0eoq6tjX1EUX+1uzzd721FQHh5w3YQJE6ioqGgQcMA7xHzVqlV8+OGHbNiwgZqaGjp27Mgdd9zBhg0bmD9/PsnJyUyaNKnJch06dIiysjJcLhf79+/nwIEDuFwubrnlFgUckUaoJuckSstq+Prb3CaPjxjSgdSO6psjEqrWrl3L3Llzqa6p451N6WzLj/U7apnY7SiXZh4hJiYmYORV586dGTduHKmpqaxfv561a9c6q5eDN0gNHjyY4cOHk5qayurVq9m6dSvXXnstb775pjOK05+v03NiYqJzr5tuuolBgwY12/sXaS3BqMlRyDmJg7nlrNlQ0OTx3pkJ9M5UJz+RUJadnc33fvsJ87fHN3p8xuAD9EkuwxhD//79GTt2bIMpJqy17N69m7Vr17J58+aAPjwdO3Zk+PDhdOzYkYULFzJ8+HDmzp2Lx+OhzgP7i6Ow1tA5oZIw97Hf2VdffTWjRo1qnjct0sqCEXLUoeQkoqLcZ3VcRM5/Xbt2ZUN+MlDV6PE1BxOZckGqM0w8JiaG2tragIn4jDFkZmaSmZnJlClT2LhxI2vXruXAgQPk5eXx2Wef4XK56NWrF2vXrqVr167MXZbPvB0plFZ77xMdXselmfmMTC/msssuU8AROQmFnJNolxhJfFw4JaUNp1gPDzOkdVJTlUioq6vzkHu08YADUFTpZufOnezcuTNgf3h4ODExMcTGxhITE9PgMXHiRKqqqti9ezdZWVlUVlaSlZUFwIGyeN7fnIrl2NIxFTVu/rmtE6OH9GbChAnN82ZFQohCzikYPrg9K9bkU1F5rHo5LMwwYkgHwtzquy0S6txuF/26JrA1u7jR491S3CQmJlJWVhawdENNTQ1FRUUBfXFO/lreIeOLdsUFBBx/X2yL5D+0bp7ISSnknIK42HAuHp9K7uEKSkpriI4KI61TNGFhCjgibcWPb+nHv/x5eYP9YW7Dkz+/lpF9vTMb19TUUF5eTllZGeXl5QGPsrIyKioqAo5XVFTg3zfS11fnUGnTSzKs21kY3DcnEqIUck6Ry2VI6xRDWqfWLomItIb7r+lFbkElf5i1ifL6Wt1O7aJ44pFRTsABbxNVYmKiMxfOyVhrneDj/3h3xy6K9jUcig6Q1l7N5CKnQiFHROQU/ftdg3j4xj4sWn+YqAg3Fw1NISL87AYfGGOcPjr+Hv1OIt/747JGr7nv6p5n9ZoibYVCjojIaUiMi+Ca8c2/OO+9UzJZsvEwMz8OnGH5xou68MjNfZv99UVCgUKOiMg5yBjDCz8by0PT+vDBon3UeSzXjM9g/KCU1i6ayHlDIUdE5Bw2sm/7gD4/InLqNDxIREREQpJCjoiIiIQkhRwREREJSQo5IiIiEpIUckRERCQkKeSIiIhISFLIERERkZCkkCMiIiIhSSFHREREQpJCjoiIiIQkhRwREREJSQo5IiIiEpIUckRERCQkKeSIiIhISFLIERERkZCkkCMiIiIhSSFHREREQpJCjoiIiIQkhRwREREJSQo5IiIiEpIUckRERCQkKeSIiIhISFLIERERkZCkkCMiIiIhSSFHREREQpJCjoiIiIQkhRwREREJSQo5IiIiEpIUckRERCQkKeSIiIhISFLIERERkZCkkCMiIiIhSSFHREREQpJCjoiIiIQkhRwREREJSQo5IiIiEpIUckRERCQkKeSIiIhISFLIERERkZCkkCMiIiIhSSFHREREQpJCjoiIiIQkhRwREREJSQo5IiIiEpIUckRERCQkKeSIiIhISFLIERERkZCkkCMiIiIhSSFHREREQpJCjoiIiIQkhRwREREJSQo5IiIiEpIUckRERCQkKeSIiIhISFLIERERkZCkkCMiIiIhSSFHREREQpJCjoiIiIQkhRwREREJSQo5IiIiEpIUckRERCQkKeSIiIhISFLIERERkZCkkCMiIiIhSSFHREREQpJCjoiIiIQkhRwREREJSQo5IiIiEpIUckRERCQkKeSIiIhISFLIERERkZCkkCMiIiIhSSFHREREQpJCjoiIiIQkhRwREREJSQo5IiIiEpIUckRERCQkKeSIiIhISFLIERERkZCkkCMiIiIhSSFHREREQpJCjoiIiIQkhRwREREJSQo5IiIiEpIUckRERCQkKeSIiIhISFLIERERkZCkkCMiIiIhSSFHREREQpJCjoiIiIQkhRwREREJSQo5IiIiEpIUckRERCQkKeSIiIhISFLIERERkZCkkCMiIiIhSSFHREREQpJCjoiIiISksGDf0BjTDbgHGAskAfnAEuANa+3uU7zHZOBZwFprewa7jCIiIhL6ghpyjDE/BX4LRBx3aCrwn8aY54D/Z60tP8mtYoDugA1m+URERKTtCFpzlTHm34H/xRtwTCOPcOD7wApjTO9gva6IiIhIY4IScowx/YH/qt8sBx4F0oAoYBTepqfa+uP9gcXGmCHBeG0RERGRxgSrJufh+nvVAldaa5+w1uZaa6uttauttQ/h7aOzt/78ZOBLY8zAIL2+iIiISIBghZxL8PafmW2tXdLYCdba1cAFwNr6Xe2Bz40xPYJUBhERERFHsEJOl/qvC050krX2MDAJWFe/KxWYZ4zpGKRyiIiIiADBCznh9V9PNmoKa20RcAWwA2/tT09grjEmJkhlEREREQlayDlc/7XvqZxcX6MzBe8cOhYYCbxrjAn6vD0iIiLSNgUr5KzAO0z8u8aYyFO5wFq7E5gGVNXvugKYZYxxB6lMIiIi0oYFK+S8Uf+1G94amaRTuchauxS4HfDU77oJ+BrvRIAiIiIiZyxYIeddvEs3GLzNUHuMMa8bY/7jZBdaa9/HuwyEL+iMBf4SpHKJiIhIGxWUkGOt9QA3AxvwBp0EYAbeGY5P5frX668vq79eRERE5KwEbVkHa+0hvPPg/AeQjTes7DuN6z8EhgOLUdARERGRsxS0kANgra201v6PtbY70A/4wWlev9NaeyFwJfAmsDmY5RMREZG2I6ghx5+1NgsYaIy58XSHhltrP7fWfsdaO7iZiiciIiIhrtlCTr1HgbeBT5v5dUREREQCNHfI8a1L9VEzv46IiIhIgOYOOT4FLfQ6IiIiIkDzh5wv8Y6UurmZX6fF1dTVUV5TTZ3Hc/KTRUREpMU191pRP8S7LtW1xpjXgf+21m5p5tdsVjV1dRwoKaKsphrwJrikqBhS4+IxRiPfRUREzhXNHXKmAs8Dv8A7OeAMY0wBkAUcBapPcr211t7UvEU8ddZasouOUlVXe2wfcLSyHIslPT6x9QonIiIiAZo75Pwf3hzgY4AOeJduOO+UVFcFBBx/hZUVpMTEEe7W+qIiIiLngpboeGz8Ho3tO9HjnFJRU3PC45W1jQcgERERaXnNXZPT4+SnnD/CXCfOhCc7LiIiIi2nWUOOtXZvc96/pSVGRZFXVhLQ/uYT6Q4jOjy8xcskIiIijWvRqgdjTIYxJraR/S5jzA+NMf1bsjynK8zlbrRzsdu4yEhQp2MREZFzSYuEHGPMSGPMAryrk1/UyCmdgceBjcaY+caYvi1RrjORGBVNr/Yp2LJydm3awqZlK+jVPpmoMNXiiIiInEuaPeQYY64HlnAs3DQWYDJ9pwOTgOXGmPHNXbYzFeF2E+8KY9VXX7Nl9Zpzr4e0iIiING/IMcZ0Bl4BwvEGmG+BtY2cuhq4EXi3fjseeNsYk9Sc5TsbCQkJgHfunNLS0lYujYiIiByvuWtyfgTE4Z0r5xFr7URr7cLjT7LWFltrP7DWTgfuqd+dCvygmct3xuLj453nxcXFrVgSERERaUxzh5yr8Aacj6y1T57KBdbaV4F/4q35ub75inZ23G43MTExgEKOiIjIuai5Q45vnpyPT/O6T+u/9gliWYLO12RVUlLSyiURERGR47XUEPLT7bSSX//1nB6y5As5qskRERE59zR3yPFNBjjiNK8bVP81N4hlCTpfvxzV5IiIiJx7mjvkfIu3b819xpiOp3JB/Yiq+/H25fmm+Yp29nwhp6qqqpVLIiIiIsdr7rWrngfuAxKBecaY6dba7U2dbIzpBrwBdMIbcv7RzOU7K6NGjWL8+PGEazkHERGRc05zr1213BgzE7gXGAxsMsbMBxbhbcqqAKKBLsB44Eq8/XAs8La1dkFzlu9sxcY2WKFCREREzhHNXZMD8BDempmp9a93Zf2jMb7Jgz8B7m7+oomIiEioavaQY62tBq4xxtwG/Csw/ASnbwMes9a+0NzlOls1NTXMmzePOXPmsGfPHsrKykhNTeWGG27gxhtvJCoqqrWLKCIi0qa1RE0OANbaWcAsY0w6cAHe2p32QDneUVQrT9Rf51yycuVK7rnnHjZt2tTg2DvvvEP79u35z//8Tx5++GGM0cpWIiIiraHFQo6PtfYA8H5Lv26wrFu3jssuu+yEc+MUFBTwox/9iKKiIn75y1+2YOlERETEp6UmAwwJ1lp+8IMfNAg4/fr1Y9SoUYSFBWbGX/3qV+zYsaMliygiIiL1WizkGGPcxpgbjTEvG2O2GGMKjTGVxphDxpiVxpinjDEXt1R5zsTKlStZvHixs22M4e2332bLli2sWLGClStXEhcX5xy31vL000+3RlFFRETavBYJOcaYK4DtwNvAHXjXpEoAIoCOeDsjPwR8aYxZYozp2RLlOl0ffxy4BNedd97JzTff7GwPHTqUu+8OHBT2zTfn9HyGIiIiIavZ++QYY+7EO6mfi2NDxKuAHLydjuOADI6tUzUWWGmMucRau665y3c6Hn30USZPnszGjRvZtGkT06ZNa3BOSkpKwLbm0hEREWkdzRpy6mcw/j/AXb9rFvAk3pFUdX7nhQMTgX8DrsI7Q/IcY0x/a21Zc5bxdCQmJjJ+/HjGjx/f6HGPx8P77wf2qZ48eXJLFE1ERESO09zNVT/CO6OxBf7FWnuHtXaZf8ABsNbWWGsXWGunAr+u350BPNLM5QsKay0bNmzgnnvuYd26Y5VPI0aM4N/+7d9asWQiIiJtV3M3V03FG3DmWGufP5ULrLW/NcZMAi4BpgO/a77inb2CggLS09MbLNLZoUMHXnnlFa1rJSIi0kqauyana/3XD07zutn1X8/JDsj+du7c2SDgJCUlMXfuXAYOHNhKpRIREZHmDjnl9V9rTvM6Xz+c2iCWpVns3Lmzwb7CwkImTpzIT3/6UyoqKlqhVCIiItLcIWdZ/dfT7X17Qf3XtcErSvPIzMzk7bff5quvvuIPf/gD7dq1A6Curo7HHnuMGTNmYK1t5VKKiIi0PaY5/wDX962ZD3iAq621807hmsHAt3g7LE+31r53Bq+7PyMjI2P//v2ne+lZW716NaNGjQoINp988glXXXVVi5dFRESkuXgKKqnbdhRbXotpF0lY33aY2OD1Q+3cuTM5OTk51trOZ3qPZq3JsdYuAP4D7xDyD4wx/2aMaXLiGGPMrcACvAHnyTMJOK1txIgRXHjhhQH73nrrrVYqjYiISPDVbi2g+oOd1G0uwLOnmLo1h6l6dweeQ+fMrC9AkEZXGWNWn+SUaiAK+APwa2PMCmA33j47UXiHi48EOuCdMDAPiDHGPGut/ZdglLElDRs2jK+//trZ9h9WLiIicj6z5TXUfnvIO3baX42Hmq9ziJjeG2NMo9e2tGANIR9Gw7d7PN/xGOCi+kdT56UA99VvnzMh5+WXX2b79u3s3buXvXv38rvf/Y6JEyc2OO/o0aMB25GRkS1VRBERkWZVt7MIPI3/ybclNdjcckzquTHbfzDnyTmd2HZuRLzT9MQTT7B69bFKq3fffbdByKmpqeGTTz4J2Dd48OAWKZ+IiEhzs9V1Jz5edeLjLSkofXKsta7megSjfMFy2223BWw/9dRTzJt3rC91bW0tP/nJT8jPzw847/vf/36LlE9ERKS5uTqdoJbGZXB1jGm5wpxEs46uai3NNbqqvLyczMxMcnNzA/Zfcskl9OjRgy+++ILs7OwGxxYsWBDUcoiIiLQWay3Vc3ZjDzecB87dvz3h49OC8jrBGF2lkHOa3n77bW699dZTmvsmNTWVpUuX0q1bt6CXQ0REpLXYqjrKvtpLWE6lt39OhAt3//aEjeiIcQWnR0owQk5zr10VcqZPn47b7ea+++6jsLCwyfPGjRvH7NmzFXBERCTkVNkaXBNTiXRHYitrMbHhmLBzqocJ0PwzHoekG2+8kezsbF599VWmTp1KRkYGSUlJ9OrVi4ceeoiVK1eyePFiBRwREQlJFRUVxMTEYCLduBIjz8mAA2quEhERkdNQWlpKREQEERERzfo65/yMxyIiIhJaqqurmz3gBItCjoiIiJySoqIiEhMTW7sYp0wdj4MkOzubTz/9lMrKSn70ox+1dnFERESCyuPx4PF4cLvdrV2UU6aQEyRut5uDBw8C3lmPw8ODtxKriIhIaysqKiIpKam1i3Fa1FwVJAkJCc7zkpKSViyJiIhIcNXV1REWFnbOLLx5qlSTEySxsbEYY7DWUlJSQvv27Vu7SCIiIk06cuQIH3/8Mf/85z/Zu3cvtbW1dOzYkauuuorp06eTmprqnOt2u4mPj2/F0p4ZhZwgcblcxMXFUVJSQnFxcWsXR0REpFE1NTX88pe/5C9/+Qu1tbUNjn/88cc8+uij3HHHHfz9738nLi6uFUoZHGquCiJfk5Waq0RE5Fx111138cc//rHRgOPj8Xh45ZVXuO6666iurm7B0gWXQk4Q+aryVJMjIiLnoiVLlvDGG28E7AsLC2PYsGGMGDGiwfw3CxYsYPbs2S1ZxKBSyAkiX8hRTY6IiJyL/vCHPwRsd+vWjQ0bNrBmzRpWrVrF5s2b6dWrV8A5Tz755CktSn0uUsgJIjVXiYjIuaqwsJA5c+YE7Pv9739Pv379nO2ePXvyu9/9LuCcVatWcejQoRYpY7Ap5ASRmqtERORctX//fnr37k1sbKyz75JLLmlw3uDBgxvsKyoqas6iNRuNrgoi/5oca+15N5+AiIiErkGDBpGVleVMdXLw4MGAYeI+jdXapKSktEQRg04hJ4h8NTkej4eysrLzetidiIiEJmMMCQkJAZPY+nvzzTcDtnv16kWHDh1aomhBp+aqINKsxyIicj5bvnw5L774YsC+73znO61UmrOnmpwgCg8Pp3NmD2IS4imsrKCTtbjUZCUiIueBnTt3cu2111JTU+Psa9euHY8++mjrFeosKeQESU1dHdlFRxl31RUAWGD7kcN0SUwiJjzixBeLiIi0om3btnHZZZeRl5cXsP+ZZ545r5cpUnNVkOwvLqSqLnD2yDrrYV/RUTzW00qlEhERObFNmzZx8cUXk5OTE7D/kUce4dZbb22lUgWHQk4QVNbWUFFb0+ixOmspqqxs4RKJiIic3MaNG5k0aRK5ubkB+++55x7+8pe/tFKpgkchJwhq6upOfNxz4uMiIiItbePGjVx66aUcPnw4YP/3v/99XnzxRVyu8z8inP/v4BwQ4T5x16bIkxwXERFpSZs2bWo04PziF7/gqaeeComAAwo5QREZFkZsE52Lw1wu4iOjWrhEIiIijcvPz2fq1KkNAs7vf/97fve734XURLYKOUGSkdBwFFWE203XxHYaRi4iIueEuro6br/9drKzswP2/+pXv+LnP/95K5Wq+agdJUjCXC66J7WnoqaGqrpawl0uYsIjQioRi4jI+e2ZZ55h3rx5AfuSkpLo0KEDTz31VJPXzZgxg+Tk5OYuXtCZ83X59BMxxuzPyMjI2L9/f2sXRURE5JxQXV1Nr1692Ldv32lfu27dOoYMGdIMpWpa586dycnJybHWdj7Te6i5SkREpA2YO3fuGQWc85lCjoiISBuwaNGi1i5Ci1OfHBERkTagf//+/PSnPz2ja1NSUoJcmpahkCMiItIGPPDAA61dhBan5ioREREJSQo5IiIibURdXR2hOKq6KQo5IiIibUBNTQ3l5eVtav42hRwREZE2oLS0lPj4+NYuRotSyBEREQlxlZWVREZGtnYxWpxGV4k0k6PlR8kpPEBJVQlhrjBS4lLo3C6DMJf+24lIyyovL6d9+/atXYwWp9+2Is0gv/QI2w9vd7ZrPbUcLD5IcWUxg9IH4jLNV4laW1vrPDfG4Ha7m+21ROTcV1ZWRmxsbGsXo1WouUokyKy1ZB/NbvRYWXUZR8oKmu21ly5dSmRkJOHh4YSHhzN58uRmey0ROT9UV1e3yaYqUMgRCbrKmkqqaquaPF5YXtgsr1teXs7dd9+Nx+NplvuLyPmnqKiIhISE1i5Gq1HIEQmykw3PzMnJobCwMOiv+/Of/5ysrKyg31dEzk/WWjweT5tuslafHJEgiwqPIjYilrLqskaPb1y5ka/nfMWgQYMYP348qampZ/2aX3zxBU8++eRZ30dEQkdhYSFJSUmtXYxWpZAj0gy6d+jOlkNb8NjApiNTZagrr8Vay4YNG9iwYQM9e/ZkwoQJdO/e/Ywm6SoqKuK73/1usIouIucxW10HYS5q62pxu91tauK/xijkiDSDhKh4hqQP5kDxQUoqSwhzh9ExLoWUuBTG9BnN5s2bWbx4MYcOHWLnzp3s3LmTtLQ0JkyYQP/+/XG5Tr0l+cc//jHZ2Y13dBaRtqFuZyG1a/OxhVUQZqjNiCJ+YtfWLlarU8gRaSbREdH0TM5ssN8Yw6BBgxg4cCC7d+9m8eLF7Nq1i4MHD/LOO+/Qrl07xo0bx7BhwwgPDz/ha8yZM4eZM2c628nJyeTn5wf9vYjIuat221Fqvzngt8MStreC6uI9REzLxLjbbvfbtvvORVqZMYbMzEzuvPNOHnjgAQYNGoQxhqNHj/Lxxx/zt7/9ja+//pqKiopGr8/Pz+d73/ues92lSxd+/vOft1TxReQcYD2W2tV5jR87WoVnV3ELl+jcopAjcg5IS0vjpptu4oc//CGjR48mLCyM8vJyFixYwF//+lc+/fRTampqnPOttTz00EPk5uY6+1588UUSExNbo/gi0kpsYRWU1zZ5vO5AaQuW5tyjkCNyDmnXrh1Tp07l0Ucf5aKLLiI6Opqamhqqq6sDmq5mz57NO++842w/+OCDmvhPpC0KP/GfcRPWtv/Mq0+OyDkoNjaWSZMmMWHCBDZt2sTAgQOdYwcOHOAHP/iBs929e3f++Mc/tkYxRaSVueIjMCnR2MONN2u7M9t27W7bjngi57iIiAiGDx9OREQE4G2muu+++wImE/zHP/5BfHx8K5VQRFpb+Lg0iGj459zdtx2utLa5ZpWPanJEziPPP/88n376qbP98MMPM2nSpFYskYi0NldKNJHX96R2SwGevApMlBt3ryTc3dvucg4+Cjki54ldu3bxk5/8xNnu2bMnf/jDH1qxRCJyrjDxEYSPOfvZ00ONQo7IeeLll1+mrOzYUhG5ubn069cv4JzS0sCRFIsXL6ZLly4APPLII/z0pz9t/oKKiJwjFHJEzhPW2oDt0tLSBqHmeNXV1ezfvx+A4uK2PV+GiLQ96ngsIiIiIUk1OSLniXbt2tGjR48TnlNcXMyRI0ec7cjISNLT053rfaqqqoiIiGjzi/eJSGgzx1eBhwJjzP6MjIwMXzW9SFvxwgsvBCz1MGnSJL788ssG523atIkFCxYwfvx4hgwZQliYPu+IyLmlc+fO5OTk5FhrO5/pPdRcJdIGbdq0iSNHjjBnzhwef/xxFi9eTGVlZWsXS0QkqPTxTaQNuvTSS4mOjmbdunWUlpYyf/58Fi1axMiRIxk7dqwmFxSRkKCQI9IGJScnc+2113LJJZewbNkyVq5cSVVVFUuWLGHZsmUMGTKE8ePHk5ycHHBdraeW2rpaIsIicBlVBIvIuU19ckRCyM6dO1m+fLmz3bFjRy677LKTXldVVcWqVatYunQpJSUlzv5+/foxfvx4UtNT2X1kDwVlBVgs4a5w0hJTSU9MV+dlEWkWweiTo5AjIo66ujo2bNjA4sWLyc/PB8AYw4U3XERUXFSD8zOSMujarktLF1NE2oBghBw1V4mIw+12M2zYMIYOHUpWVhaLFy+m2lXdaMABOFh0kPTENMJc+lUiIuce/WYSkQaMMfTt25e+ffuyfs8GymxZo+d5rIfyqnISorUQoIice9RzUEROKCkx6YTH3W53yxREROQ0KeSIyAmlxCU3eSwmPIbYiNgWLI2IyKlTyBGRE4oOj260c7Hb5aZnSmYrlEhE5NSoT46InFRGUgaJ0YnkleRRXVdDXEQsHeM7EhEW0dpFExFpkkKOiJySuMg44iLjWrsYIiKnTM1VIiIiEpIUckRERCQkKeSIiIhISFLIERERkZCkkCMiIiIhSSFHREREQpJCjoiIiIQkhRwREREJSQo5IiIiEpIUckRERCQkKeSIiIhISFLIERERkZCkkCMiIiIhSSFHREREQpJCjoiIiIQkhRwREREJSQo5IiIiEpIUckRERCQkKeSIiIhISFLIERERkZCkkCMiIiIhSSFHREREQpJCjoiIiIQkhRwREREJSQo5IiIiEpIUckRERCQkKeSIiIhISFLIERERkZCkkCMiIiIhSSFHREREQpJCjoiIiIQkhRwREREJSQo5IiIiEpIUckRERCQkKeSIiIhISFLIERERkZCkkCMiIiIhSSFHREREQpJCjoiIiIQkhRwREREJSQo5IiIiEpIUckRERCQkKeSIiIhISFLIERERkZCkkCMiIiIhSSFHREREQpJCjoiIiIQkhRwREREJSQo5IiIiEpLCWrsAIiISOjyV1ZQs24SnsprYYb2J6NS+tYskbZhCjoiIBEXRl6vI+ctsPKUV3h0uF+2uHk/6o7di3Go4kJannzoRETlrFTv2s+9/XjoWcAA8Ho7O+YbDr3/WegWTNk0hR0REzlrBB19DnafJY7aJYyLNSSFHRETOWtW+3CaP1RYU4ymvbMHSiHgp5IiIyFmLSO3Q5DF3QiyumKgWLI2Il0KOiIictfbTLsQ2cazdtRPU8VhahX7qRETkrB2KsqzpE0/dcX9VEi4ZTsd7rm6dQkmbpyHkIiJyVioqKvjwww8pzojGNbIXUzP646moIm5kP6Iy01u7eNKGKeSIiMhZ+eSTTyguLiYyMpJrbr2ZpKSk1i6SCKDmKhEROQsbN25kw4YNAEyZMkUBR84pCjkiInJGiouL+ec//wlA//79GTJkSCuXSCSQQo6IiJyR/fv3U1lZSVxcHNdccw3GmNYukkgAhRwRETkjPXr0wBjDddddR0xMTGsXR6QBdTwWEWnjnnnmGd56661TOrdnz5688MILAERHRzNx4kR69+7dnMUTOWMKOSIibdxHH33EwoULT+nco0ePBmxPnDixGUokEhxqrhIRaePWrl17xtdGREQEryAiQaaQIyLShh06dIhDhw61djFEmoWaq0RE2rDja3HGjx/P//zP/zR5flxcXDOXSCR4FHJERNqw40POxIkTueSSS1qlLCLBpuYqEZE27PiQM3jw4NYpiEgzUE2OiEgbtmbNmoDtuLg4/vCHP7B161Zqa2sZMGAA9957L2lpaa1UQpEzZ6y1rV2GoDPG7M/IyMjYv39/axdFROScVVpaSkJCAif7OxAeHs6MGTN4/PHHadeuXQuVTtq6zp07k5OTk2Ot7Xym91BzlYhIG7Vhw4aTBhyAmpoaXn31VS688EKKiopaoGQiwaGQIyLSRh3fVOUzatQoJkyYQFhYYI+GTZs28fDDD7dE0USCQiFHRKSNys7ODlhU88orr2T9+vWsWLGCb775hj179nDxxRcHXPPGG2+Qn5/f0kUVOSPqkyMi0oZVVVWxa9cu9u7dy+WXX96g9ubQoUNkZGTg8XicfU888QQ//OEPW7qo0saoT46IiJyVyMhI+vfvz1VXXdUg4ACkpqYyfvz4gH3z5s1rqeKJnBWFHBEROaE+ffoEbB85cqSVSiJyehRyRETkhGpqagK2o6KiWqkkIqdHIUdEpA0qKCjgBz/4Addffz1jxowhIyOD1atXN3ruypUrA7aHDBnSEkUUOWua8VhEpA1KSEjglVdeobS01Nn30ksvMWLEiIDzNm7cyJYtWwL23XTTTS1SRpGzpZocEZE2KCwsjAcffDBg35NPPslf//pX6urqAFi1ahXTp08POKdbt24NOiKLnKs0hFxEpI3Kz88nMzOTkpKSgP1xcXF06tSJnTt3Buw3xjB37lymTp3aksWUNkpDyEVE5IwlJyfzyiuvNBg6Xlpa2iDggHd+HAUcOZ8o5IiItGHXX389ixcvZsKECU2ec8MNN7Bq1Sot6SDnHXU8FhFpg6qqqoiMjARgzJgxfPPNN+Tk5PDBBx+wa9cu6urqSEtLY+rUqQwePLiVSytyZhRy5LxRXVbOvsUrOLw5C4CUAb3pMmEMEbExrVwykfNLQUEBs2fPZvr06XTs2NHZn5GRwQ9+8INWLJlIcKm5Ss4L1aVlrHj6JXZ/+Q2lh/IoPZTH7i8Xs+Lpl6gqKT35DUQEAI/HwwcffEB+fj5vvvkmtbW1rV0kkWajkCPnhT1ffUvFkaMN9lccOcrer75thRKJnJ8WL17Mvn37ALjuuusaXa9KJFTop1vOC4c3bWvyWN7GrfS5ZvIZ3ffQoUO8+eabZ3Tt5ZdfzsCBA8/oWpHWcPDgQRYuXAjA+PHj6datW+sWSKSZKeTIecFTPzlZY6oqK6mpqSE8PPy075udnc2jjz56RmV64YUXFHLkvFFTU8P777+Px+OhY8eOTJo0qbWLJNLs1Fwl54Xkvj2bPHaoppInnniCb7/9tsFCgiLi9cUXX3D48GHcbjc33nijmqmkTVDIkfNCt4vHEx4T3WC/DXNzMMpFaWkp8+bN4/HHH2fJkiVUV1c3e5liY2Ob/TVEgmHXrl0sW7YMgEsvvZROnTq1colEWoaivJwXYjq0Y9RDd7P7i2/qh5BbUgb0ocdlFzIuOpIlS5awcuVKysrK+Pzzz1myZAnjxo1j9OjRRERENHnftLQ0fvazn5309d9//322b9/ubN9www3ccsstwXhrIs2qsrKSDz/8EPCuOzV27NhWLpFIy9HaVRIyysrKWLJkCStWrHCarWJiYhg/fvxJw86JLF68mIsvvthZtHD48OEsWrRINTlyXnjvvffYsGEDERERPPTQQyQlJbV2kUROSTDWrlLIkZBTVlbGt99+y/LlywPCjq9mxzfL66koLS1l4MCBZGdnAxAeHs7atWsZMGBAs5RdJBistRhj2LRpE++88w4A06ZNY9iwYa1bMJHTEIyQo+YqCTmxsbFcfvnljB8/3qnZKS8v54svvnCascaMGXNKYedPf/qTE3AAfv7znyvgyDmrYsd+8mbOpWTpJjCGA8mRxHWLovOIQQwdOrS1iyfS4lSTIyGvvLzcqdnxdUiOjo5m7NixXHDBBU2GnZycHHr37k1FRQUAvXr1YsOGDURFRbVY2UVOVeWuA+x6+DE85ZUB+6sjXGT+389IyuzSSiUTOTPBqMnR6CoJeTExMVx22WU88sgjXHjhhURERFBRUcGCBQv429/+xtdff01lZWWD6/793//dCTgAv/71rxVw5Jx1+NVPGwQcgIhqD+UfLWmFEom0PtXkSJtTUVHB0qVLWbZsGVVVVQBERUXx8MMPO52J16xZw8iRI/H9/8jMzGTbtm2aW0TOWZuv+Sme0opGj0WkJ9Nn1n+1cIlEzo765IicgejoaCZNmsTYsWOdsJOamhowWurPf/4z/h8A/t//+38KOHJOc4WH4WnimInQz660TfrJlzbLF3bGjRtHYWGhsz83N5e3337b2U5ISOCuu+5qhRKKnLqEi4dT8MHXTRwb0cKlETk3qE+OtHlRUVGkpqY626+//nrA8hDTpk1TXxw556XceRXh6ckN9kdmppN8s9apkrZJNTkix/GvxQG4+eabnecejweXS58N5NwT3iGRns/8GwXvf0XJtxvB5SLhwqG0n3Yh7tiGS6KItAXqeCzi5+DBg6SnpzvbcXFxHD582KnJ+eqrr6itrWXcuHHExMS0VjFFREKeOh6LBJlvEUOf8ePHBzRVbdy4kfz8fJYvX87o0aMZP368wo6IyDlK9e4iflauXBmwPWrUKOe5tZahQ4cSHR1NdXU1ixcv5m9/+xvz58+nrKyspYsqIiInoZocET+rVq0K2B49erTz3BjDxIkTGTNmDCtWrGDJkiWUl5ezePHigJodLdwpInJuUJ8ckXrWWjp27Eh+fr6zb+fOnWRmZjZ6fnV1dUDYAe8CnqNGjWLChAkKOyIiZ0GrkDdBIUfORH5+PikpKQH7SkpKiIuLO+F11dXVrFy5kiVLljjNVmFhYU7YOdn1IiLSkEJOExRy5ExkZWXRt29fZzsiIoLKykqMMad0fU1NDStXrmTx4sUKOyIiZ0mjq0SCKCYmhp/97GfOdmxs7CkHHPA2VY0bN45Ro0axatUqFi9eTGlpKUuXLmXlypWMHDmSCRMmEB8f3xzFFxGR46gmR6SZ1NTUBIQd8NbsjBgxgokTJxIdEcHer5eSu24ztVVVtMvsRveLxxOf3qmVSy4i0vrUXNUEhRw5l9TU1LB69WoWL15MSUkJAGEuN6NdsbhKygPOdYWHM+L+20jqdsb/p0VEQkIwQo7myRFpZuHh4VxwwQX86Ec/YsqUKcTHx9Oh2tMg4AB4amrY8emCViiliEjoUcgRaSFhYWGMGTOGH/3oR/Tr0HSTVOHubGoqKluwZCIioUkhR6SFhYWFkZSUdOKTQrAZWUSkpSnkiLSC5P69mzyW1KMr4TFaNVpE5Gwp5Ii0grQRg0nonNZgvys8jF5XTWqFEomIhB7NkyPSCtzh4Yz43u3s/Xoph9Zuoq66WkPIRUSCTCFHpJWERUbSc/LF9Jx8cWsXRUQkJKm5SkREREKSQo6IiIiEJIUcERERCUkKOSIiIhKSFHJEREQkJCnkiIiISEhSyBEREZGQpJAjIiIiIUkhR0REREKSQo6IiIiEJIUcERERCUkKOSIiIhKSFHJEREQkJCnkiIiISEhSyBEREZGQpJAjIiIiIclYa1u7DEFnjKl2uVzhaWlprV0UEREROQMHDx7E4/HUWGsjzvQeoRpyyoBwIK+1yyIiIiJnpCNQY62NPdMbhGTIEREREVGfHBEREQlJCjkiIiISkhRyREREJCQp5IiIiEhIUsgRERGRkKSQIyIiIiFJIUdERERCkkKOiIiIhCSFHBEJCmOMrX+sbe2ynA1jzGhjTK0xprC1yyIiZ0chR0SknjEmDvgH4G7tsojI2VPIEREBjDFRwBxgUGuXRUSCQyFHRNo8Y0waMB+4pJWLIiJBpJAjIm2aMWYKsAqY0NplEZHgUsgRkTbJGJNhjPkY+BhIq9/9IpDTeqUSkWBSyBGRZmGMmWSMmWuMyTfGlBtjthpj/mKM6X6K119gjHnBGLPJGFNa/9hgjPmTMaZLI+d39xvh9aAxposx5n1jTHH9Y50x5rt+l4wGptQ/LwLutdbeD9Se7XsXkXNDWGsXQERCjzHm34HfAsZvd9/6x4PGmAetta80cW0k8DTw3UYOD6p/PGiMucta+34TRegILAE6++0bAhQfd14tMBP4D2tt7onflYicb4y1trXLICIhwBjj+2VSDUQAHmAWMA8IB64Hrq0/xwNcba39tJH7zAWurt8swtuEtBqIA6YC19UfqwXGW2tX1F/XHdhdf6wSiALmAm8D7euvu8paW+13vrXW7j3u9fcA3YAia23SaX4bROQcopAjIkHhF3IAqoAbrLWfHHfOA8Cz9Zt7gd7W2hq/47cBr9dvbgSusNYePO4ejwB/q9/82lp7cf3+7hwLOQBvWmtnnMH72INCjkhIUJ8cEWkO/3l8wAGw1j6Ht3YHvEFi2nGn/LT+ax0w/fiAU3+Px/E2RQFc1Fj/nHq/Pe1Si0hIUcgRkWCrAP5+guNP+j13Qo4xJgMYXr8531q79QT3+A/gX4FrgMJGjhdYazedUmlFJGSp47GIBNsKa23JCY6vxNucFQmM8dt/gd/zRSd6AWvtl8CXJzgl62SFFJHQp5ocEQm23Sc6aK2t5dhcNGl+hzr5PQ/oDHwGjp7l9SISAhRyRCTYyk/jnCi/fe39nlecZRmqz/J6EQkBCjkiEmxRJz+FuPqvhX77/MNRdNBKIyJtlkKOiARbxokOGmMi/M7Z73fIfzK+pkZM+e6RWD+jcjdjjPvMiikioU4hR0SCbaQx5kS/WybinRwQYKnf/pV+z8ef5DUuxdvxeA/w8OkWUETaBoUcEQm2DsCtJzj+U7/nb/ueWGuzgG31m1caY3qc4B63+z2ff9olFJE2QSFHRJrD340xQ47faYz5D44tirncWrvguFMeq/8aDrxhjGnXyD3uBG6s31yo+XBEpCmaJ0dEgu0wkAJ8a4x5EVgGxALfAS6pP6cYuLORa18AbsAbhMYAW4wxL+Bd4iEZuIpj61qVAj9onrcgIqFAa1eJSFD4rV31It6RUj9s4tQDwLXW2tVN3CcaeBmYfoKXy8W77IMzaeBxa1d9aK29/pQLH/j6e9DaVSIhQc1VIhJ01tof4Q0pX+FdSbwMWA/8CujXVMCpv7bCWnsLcDneda6y8c6QXIp3NfJfAwP8A46ISGNUkyMiIiIhSTU5IiIiEpIUckRERCQkKeSIiIhISFLIERERkZCkkCMiIiIhSSFHREREQpJCjoiIiIQkhRwREREJSQo5IiIiEpIUckRERCQkKeSIiIhISFLIERERkZCkkCMiIiIhSSFHREREQpJCjoiIiIQkhRwREREJSQo5IiIiEpIUckRERCQkKeSIiIhISFLIERERkZD0/wPFCplvAExd1gAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 320x320 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 296,
       "width": 284
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "sc.set_figure_params(figsize = [4,4])\n",
    "ddl.tl.transfer(adata, vdj, expanded_only = True)\n",
    "edgeweights = [1/(e+1) for e in ddl.tl.extract_edge_weights(vdj)] # add 1 to each edge weight (e) so that distance of 0 becomes the thickest edge\n",
    "ddl.pl.clone_network(adata, color = ['clone_id_by_size'], groups = ['1', '2', '3', '4', '5', '6', '7'], legend_loc = 'on data', legend_fontoutline=3, edges_width = edgeweights, size = 50)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "adata.write('adata.h5ad', compression = 'gzip')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Calculating size of clones\n",
    "\n",
    "### `tl.clone_size`\n",
    "\n",
    "Sometimes it's useful to evaluate the size of the clone. Here `tl.quantify_clone_size` does a simple calculation to enable that."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Quantifying clone sizes\n",
      " finished: Updated Dandelion object: \n",
      "   'metadata', cell-indexed clone table (0:00:00)\n",
      "Transferring network\n",
      "converting matrices\n",
      "Updating anndata slots\n",
      " finished: updated `.obs` with `.metadata`\n",
      "added to `.uns['neighbors']` and `.obsp`\n",
      "   'distances', cluster-weighted adjacency matrix\n",
      "   'connectivities', cluster-weighted adjacency matrix (0:00:17)\n"
     ]
    }
   ],
   "source": [
    "ddl.tl.clone_size(vdj)\n",
    "ddl.tl.transfer(adata, vdj)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 320x320 with 2 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 296,
       "width": 297
      },
      "needs_background": "light"
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 320x320 with 2 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 296,
       "width": 297
      },
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "ddl.pl.clone_network(adata, color = ['clone_id_size'], legend_loc = 'none', legend_fontoutline=3, edges_width = 1, size = 50)\n",
    "sc.pl.umap(adata, color = ['clone_id_size'])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "You can also specify `max_size` to clip off the calculation at a fixed value."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Quantifying clone sizes\n",
      " finished: Updated Dandelion object: \n",
      "   'metadata', cell-indexed clone table (0:00:00)\n",
      "Transferring network\n",
      "converting matrices\n",
      "Updating anndata slots\n",
      " finished: updated `.obs` with `.metadata`\n",
      "added to `.uns['neighbors']` and `.obsp`\n",
      "   'distances', cluster-weighted adjacency matrix\n",
      "   'connectivities', cluster-weighted adjacency matrix (0:00:18)\n"
     ]
    }
   ],
   "source": [
    "ddl.tl.clone_size(vdj, max_size = 3)\n",
    "ddl.tl.transfer(adata, vdj)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 320x320 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 296,
       "width": 344
      }
     },
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Trying to set attribute `.uns` of view, copying.\n"
     ]
    },
    {
     "data": {
      "image/png": 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HufnHp+Qefkz6Gv5HjPGPIYSjSBfuNU4r+C8ylPvZ/gnpD9t+wD0hhOuAe0nvAm1G2jWwca3gW4DfZFmDpDIq1/623rw13khhNX8f9ZZuTwGr5vU5Ou+1b7dy3B+SRhjbOu5fgGGt1NTY5rZ26n+usW0rr69IWsaprToicBnQs0Rf4x3yznNBG1+vhlZqm0uaWzgz9/iqEtW5LmkksL2v1eVAXSGfI3B/Acdr6XZmFX4f2/25L+RnsoWvV/PPdX3S2/1tfZ6zSSsTvJp7/CEQcv37kS6Aa2x7ZCs1rJn72Yqkpew2K9HX7fu547f2uTSQtsTtVYrze/PmrTw3pxOo7GKMk0lv9X4VuIs073URafmne0mjb1vFGN8r8rj/SwpFvyQtDfQp6Rfma8AfgB1jjPvE9NZmycQYP4wxbk+ab3o9aWOHeaTdqd4iLe6/TYzxuNj2Uk8llft6bQH8CXiP9D14D7gO2DTG+Pcy1PAKaSmtb5He9p9G+kNkDikUXQpsHWM8Nsa4pNUDlaa2mvg+ZiHG+DwpyJ5HGpWdR/p5+Ah4mPQux5gY47WkdzggjeLvlLufP43gnhjjNa2cZxLQuH1wyaYVxBjPIf1cXUT69z+P9H/BG6Q/OjaJMZ4UY6yatWslFa/xr2hJkiSpZjgSK0mSpJpjiJUkSVLNcXUCqQrkrpz/QhbHijHelsVxWhJC2AhYLYND5a8E0GXUyvexWvj1ktQZzomVqkBuQf23szhWjLGUu2xdBRyVwaHOijGemcFxqkqtfB+rhV8vSZ3hdAJJkiTVHEdiJUmSVHMciZUkSVLNMcRKkiSp5hhiJUmSVHMMsZIkSao5hlhJkiTVnC652UEI4TOgF/BhpWuRJEkdsiKwKMY4oNKFqDp1ySW2QggLe/To0WuVVVapdCmSJKkD3n//fRoaGhbFGHtXuhZVpy45Egt8uMoqq4yor6+vdB2SJKkDRo4cydSpU31HVa1yTqwkSZJqjiFWkiRJNccQK0mSpJpjiJUkSVLNMcRKkiSp5hhiJUmSVHMMsZIkSao5hlhJkiTVHEOsJEmSao4hVpIkSTXHECtJkqSaY4iVJElSzTHESpIkqeb0rHQBklSt5syZw8MPP8y0adMAWHHFFVlnnXXo3bs3w4YNI4TAnDlz6NGjB0OHDqWurq7CFUtS92GIlaQ88+fPZ9q0adx11128//77S702efJknnzyyRb79e/fnw033JDNNtuMwYMHl6NUSerWDLGSuo0ZM2awYMEC+vbty9ChQ/n444958803WbhwIQsXLmTGjBm89tprLFmypOhjz507l0ceeYRHH32UoUOH8vnPf56NN96YgQMHluAzkSQZYiV1SfPmzWPixIm8/vrrzJo1i7lz57Jw4cL/vN67d++lHmclxsiMGTO4//77efDBB9l1113ZYostMj+PJHV3hlhJXUqMkRtvvJFXXnmlzXalCLDNNTQ0cNdddxFCYPPNNy/5+SSpOzHESuoyXnjhBW677TYaGhoqXcpS7r77biZMmED//v0rXYokdRmGWEk1rb6+nnfeeYeXX36ZqVOnVrqcFi1ZsoTHHnuMnXfeudKlSFKXYYiVVJNef/117rvvPj744INKl1KQRx55hHHjxrHKKqtUuhRJ6hLc7EBSzXnmmWf405/+VBMBdsmS9N9sjJFLL72UBx54oMIVSVLXYIiVVFPef/99/vrXv1a6jILV1S09P/f+++/n/PPPZ/LkyZUpSJK6CEOspJpy5513VrqETps9ezZXX311uysoSJJaZ4iVVDMWLFjAO++8U+kyMnPjjTcyY8aMSpchSTXJECupZjz11FOVLiFTMUZuvfXWSpchSTXJECupJtTX13PPPfdUuozMvfvuu7z33nuVLkOSao4hVlLVmzt3LldccUWlyyiZxx9/vNIlSFLNMcRKqmrvvvsu5557bqXLKKmXX36ZGGOly5CkmmKIlVS1pk2bxpVXXlnpMkpuyZIlLFiwoNJlSFJNMcRKqlrXXHNNpUsom5493UBRkophiJVUlT788EPmzp1b6TLKpq6urtIlSFJNMcRKqkp/+ctfKl1CWX366aeVLkGSaoohVlLV+eyzz6ivr690GWV1zTXXdKuRZ0nqLEOspKoyb968bnExV3PTp0/noYceqnQZklQzDLGSqsq9997L9OnTK11GRfz73/9m0aJFlS5DkmqCIVZS1Zg5cybPPvtspcuomHnz5jFlypRKlyFJNcE1XSRVXIyRu+++hyuumM6QISsxYsT7lS6pYubNm1fpEiSpJjgSK6nibr75r3z3uyswcOCcbh1gAWbMmFHpEiSpJjgSK6miXn75ZX7601FsvvmTjBz5XqXLqbiZM2dWugRJqgmGWEkV09DQwC23PMG2237GCit8UulyqsLixYsrXYIk1QRDrKSKWLBgAX/4wx9YsqSeFVaodDXVo3fv3pUuQZJqgnNiJZVdjJHrr7++221oUIixY8dWugRJqgmGWEll98YbbzB58uRKl1F1hg0bxpgxYypdhiTVBKcTSOqwGCNvv/02s2bNokePHowYMYLhw4e32+/BBx8sQ3W1Z/fddyeEUOkyJKkmGGIlFezDDz9k3rx59OzZk7feeounnnqKOXPmLNWmX79+LFiwgIaGBurq6lhhhRXYeeedGTVqFJMmTWL+/PlMnTq1Qp9B9dp3331Ze+21K12GJNUMQ6ykNi1evJhnnnmGp59+mo8//rjd9vmL9S9ZsoQPPviA6667rpQl1rxVV12VDTbYoNJlSFJNMcRKatWnn37K1VdfzfTp0ytdSpe2yy67VLoESao5hlhJy1iyZAn33HMPjz/+ODHGSpfTpY0dO5Y11lij0mVIUs0xxEpaSkNDA9dffz1vvvlmpUvp8saNG8dBBx1U6TIkqSYZYiX9x6xZs7j11luZMmVKpUvp0nr06MFxxx3HyiuvXOlSJKlmGWIlAWnt1htvvJFFixZVupQuL8ZIv379Kl2GJNU0NzuQRH19PX/+858NsGUSY+SNN96odBmSVNMMsZL429/+xpIlSypdRreycOHCSpcgSTXNECt1c48++igffPBBpcvodvr27VvpEiSpphlipW5s2rRp3H333ZUuo9upq6tzdy5J6iRDrNSNPfroo5UuoVtad911GThwYKXLkKSaZoiVuqmFCxfywgsvVLqMbmfAgAHsvPPOlS5DkmqeS2xJ3dSbb75ZdbtxNTQEPvhgJaZPH8Yaa0xmwIB5lS4pU8OGDePQQw9l6NChlS5FkmqeIVbqpl566aWynm/ojBkMmTmThro6PlxhBRa0sE5qjx6RadNW5vbb92Xs2Ff5ylf+XNYaS2XNNddkk002YezYsfTo4RtgkpQFQ6zUTX366adlOc+6L7/MZk88wei8XcAW9urFS+utx2NbbslHK664VPsNN3yOSZPW5MUXxzNz5mCGDi1PnaVy/PHHs9JKK1W6DEnqchwSkLqpEELJz7HH3//OwTfcsFSABei9aBEbTpzIsZddxpgWFv3fbLMnibEHr78+tuQ1ltKuu+5qgJWkEjHESt3U8ssvX9Ljb/3ww2z25JNttum9aBEH3XADK3z44VLPjxpVz/LLf8L8+bW7luoXvvAFttpqq0qXIUldliFW6qY22mijkh27btEitnrkkYLa9l60iC1bWOpr8OBZ9OkzP+vSSm7ttdfmhBNOYMstt6x0KZLUpRlipW5q1KhRrNhsPmpWxr/0Ev3nFb6ywHovvkjfZu2XLOnB2mu/nnVpJfXFL36Rr3zlKyX7ukqSmhhipW7ssMMOK8lxR7z3XlHtey1ezIp5UwoWLapj4MA5DBs2K+vSSmaPPfZgww03rHQZktRtuDqB1I317VuaOac9liwpuk9dXp85cway/fYPZllSJnr06EFDQ8N/HocQGD16NLvvvrujr5JUZoZYqRsr1TJbnw4ZUnSfWXl9Bg6cQ69exQfhUunRowdjx45l9913Z+HChcyePZu6ujpWWmkl+vTpU+nyJKlbMsRKyty/11+fHe67jx4F7gj2zqhRTM9bLaHSAXbEiBGsvfbaLFq0iAEDBjB+/HgGDRr0n9eHDx9eweokSWCIlbq1IUOG0Lt3bxYuXJjpcT8dOpTXxo5l3VdfLaj9k5ttlun5O2PUqFEcccQR9OrVq9KlSJLa4IVdUjfWq1cv1l9//ZIc+6/77MMnyy3XbrtnNt6YlyZMKEkNxejfvz/bbrstRx55pAFWkmqAI7FSN7f55pvzzDPPEAt8679QcwcM4MqvfY29//IXxr722jJTC+b17ctjW27JQ9ttl+l5i9GzZ0+22247VlxxRcaMGUNdXV3FapEkFccQK3Vzw4cPZ5tttuGhhx7K/NhzBwzghi9/mSEzZ/L5f/+bITNn0lBXx9RVV+XF9dZjce/emZ+zUCEEvv71r7PCCitUrAZJUscZYiWx44478uKLLzJjxoySHH/W0KE8uP32rb4eI4RQklO3arvttjPASlINc06sJEIIHHHEEQwePLis512ypAdPPLHJUgE241kNLerbty/bbrtt6U8kSSoZQ6wkAIYNG8axxx7LBhtsQM+e5XmT5rPP+rP66u8u9Vw5RmS33XZb579KUo1zOoGk/xg0aBD77rsvX/jCF3jjjTf45JNPePDB0u2c1a/ffAYPnlOy47ekrq6OjTfeuKznlCRlzxAraRn9+vX7z9Jb8+fP58knnyzJeXr1WlyS47Zlww03dJctSeoCnE4gqU177LEHI0eOrHQZmVh55ZXZZZddKl2GJCkDhlhJ7TrmmGNKtilCuYwdO5ajjjrKUVhJ6iKcTiCpXT169GD//fdn/Pjx3HzzzZlvU9sZjasZtHZB2PLLL88hhxziclqS1MUYYiUVbO211+ab3/wm999/Py+88ELFwuwHH6zA0KEzmTNnEIMGzaJPnyVLvR5CYNVVV2Xfffc1vEpSFxWy3mqyGoQQ6keMGDGivr6+0qVIXdaCBQt48803mT9/PgsWLODll19m6tSpy7RbvLgHL744nhkzhrHjjtmsdDB3bj/69p1H//59GTNmDLNnz2bx4sUMHz6cz33uc6y77rplWyZMUmmMHDmSqVOnTo0xdo1J+cqc/8tL6pA+ffowfvz4/zzeaqut+Oijj3jhhReYPXs2dXV1rLXWWqy99tq89NIU/ud/nmXy5NVYffV3Or0WbP/+8xgwYACHHnooq666aic/E0lSLXIkVlJZTJ48meuuu47Fizu/rFbPnj359re/zYABAzKoTFI1ciRW7XF1AkllMXr0aI488shM5qhutdVWBlhJ6uYMsZLKZtSoUZx44okcddRRrLjiih06Ro8ePdhss80yrkySVGucEyup7EaPHs0JJ5zAp59+yr333su///3vtFZWAZNlt9tuO0dhJUmOxEqqnMGDB7PffvtxwAEHFBRgN910U7bffvsyVCZJqnaOxEqquAkTJtCvXz/uuecePvjgg2VeHzZsGPvssw9rrLFGBaqTJFUjQ6ykqjBmzBjGjBlDfX09kyZNYtGiRQwcOJBx48YxaNCgSpcnSaoyhlhJVWXkyJGMHOmKOpKktjknVpIkSTXHECtJkqSaY4iVJElSzTHESpIkqeYYYiVJklRzDLGSJEmqOYZYSZIk1RxDrCRJkmqOIVaSJEk1xxArSZKkmmOIlSRJUs0xxEqSJKnmGGIlSZJUcwyxkiRJqjmGWEmSJNUcQ6wkSZJqjiFWkiRJNccQK0mSpJpjiJUkSVLNMcRKkiSp5hhiJUmSVHMMsZIkSao5hlhJkiTVHEOsJEmSao4hVpIkSTXHECtJkqSaY4iVJElSzTHESpIkqeYYYiVJklRzDLGSJEmqOYZYSZIk1RxDrCRJkmqOIVaSJEk1xxArSZKkmmOIlSRJUs0xxEqSJKnmGGIlSZJUcwyxkiRJqjmGWEmSJNUcQ6wkSZJqjiFWkiRJNccQK0mSpJpjiJUkSVLNMcRKkiSp5hhiJUmSVHMMsZIkSao5hlhJkiTVHEOsJEmSao4hVpIkSTXHECtJkqSaY4iVJElSzTHESpIkqeYYYiVJklRzDLGSJEmqOYZYSZIk1RxDrCRJkmqOIVaSJEk1xxArSZKkmmOIlSRJUs3pWekCJEnVLUZ46SWYNQuGDoVx4yCESlclqbtzJFaS1KI5c+AXv4C11oIJE2CbbWC99WCddeCXv4S5cytdoaTuzBArSVrGhx/CttvC974Hb7219Guvvw6nngrbbw/Tp1emPkkyxEqSltLQAF/8Ijz3XNvtnn4a9tuvHBVJ0rIMsZKkpdx5JzzxRGFtH3oI7r23tPVIUksMsZKkpVx8cXHtL7qoNHVIUlsMsZKkpTz2WHHtH3+8NHVIUlsMsZKkpSxcWFz7BQtKU4cktcUQK0laysiRxbUfNao0dUhSWwyxkqSlHHVUadtLUhYMsZKkpXzta9CvX2FtBw6Eo48uaTmS1CK3nZUkLWX4cLj2WjjkEFiypPV2PXvCH/8IQ4aUr7aOeOstuOwyePXV9HjddeG442DNNStbl6TOCTHGSteQuRBC/YgRI0bU19dXuhRJqll//zuccsqyO3ZB2or2wgth113LX1ehZs2CY46B226D5r/qQoD994crr6z+EN5djRw5kqlTp06NMRY5S1vdhSOxkqQW7bkn7LEH3HUX3HFHCoVDh6ZdunbZJQXBajVnDuy0Ezz7bMuvxwi33AKTJ8MDD6RpEZJqiyFWktSqEGD33dOtlpx+eusBNt+zz6a2559f+pokZcsLuyRJXcrcufD73xfe/qqrYN68kpUjqUQciZUk1YRHHklv/9fVwYYbwtixLbf7619h5szCjztjRupz0EFZVCmpXAyxkqSqFSNcfDH85jdNqws02nFH+OEPl7247L33ij/P++93vEZJleF0AklSVWpogCOOgJNOWjbAAtx3X5qr+7vfLf18377Fn6sjfSRVliFWklSVfvpTuO66tts0NMCJJ6YVBhptu23x59pmm+L7SKosQ6wkqerMnw+//nVhbRsa4Nxzmx6PHw/bbVf4ubbfHsaNK64+SZVniJUkVZ0bb4Tp0wtv/49/wDvvND0+88y0o1h7evZMbSXVHkOsJKnqPP98ce0bGuCll5oe77hj2jq3d+/W+/TuDX/4A+ywQ4dKlFRhhlhJUtVpaCi+z5IlSz/+8pdh4kQ4/vild+QaODA9N3EiHHJI5+qUVDkusSVJqjpjxmTTZ9y4tETXeefBu++m50aNgv79O1efpMpzJFaSVHUOPbS4oLnNNrDOOq2/3r9/2hxh7FgDrNRVGGIlSVVnyBA45pjC23/nO6WrRVJ1MsRKkqrSuecWtlTWD34ABxxQ+nokVRdDrCSpKvXrB3fdBaeemkZmm1tjjbRb19lnl782SZUXYoyVriFzIYT6ESNGjKivr690KZKkDHz2Gdx0E0yenNZ23XDDtOVsD4diuqyRI0cyderUqTHGkZWuRdXJ1QkkSf8xbRpcdhnccw/MnQsrrJCWqjroIOjTp3J1DRgARx1VufNLqj6GWEkSMcKPfpSWolq0aOnX/va39Jb+VVfBnntWpLwWLVgAb74JCxfCqqvCSitVuiJJ5eQbMZIkTjklzS1tHmAbffQR7Lsv/P3v5a2rJe++C9//PowcCeutBxttlELsXnvBnXdWurpsPfQQHHZYWu927FjYY480rWLx4kpXJlWec2IlqZt78EHYfvvC2q6wAtTXt72dayk9/ngKq9Ont97m1FPTiHIt++gj+NKXUohtyeqrw223wQYblLOq8nJOrNrjSKwkdXMXXlh4248+ghtvLF0tbZk8OY1EthVgAc4/Py3PVas+/RR23rn1AAswZQrsuCO8/HL56pKqjSFWkrqxhQvh1luL63P99aWppbnFi1NIe+aZNPr7la/AzJmF9T37bJg3r6Tllcy558ILL7TfbuZM+Na3Sl6OVLUMsZLUjc2c2fo82NZ89FFJSvmPjz+Gs86C0aNh/HjYZBMYNSpNJSjU9OnlC9tZWrQILr+88Pb33AOvv166eqRqZoiVpC5uwQJ4+22YNGnZ0cn+/Ys/Xkf6FOq112DjjeHMM2Hq1M4d69FHMymprB5+GD74oPD2McLNN5euHpVXCGHPEEIMIfy10rXUAkOsJHVRb74J3/42rLwyrLkmfO5zsOKKcMIJTXMpBw6EzTYr7rg775x5qUAaFd5tN3jnnWyOt2BBNscpp/bm+7bkk0+yr0PlF0JYE7ii0nXUEkOsJHVBf/kLrL8+/OpXS88jnTMHLrkkXdV+3XXpuZNOKvy4vXvDccdlWWmTK65IFyxlZdVVsztWuQwcWHyfQYOyr0PlFUJYG7gfWLnCpdQUQ6wkdTFPPpl22GrrwqZFi9IOWHffDYcckt7CL8Rpp6XR3KzFCBdfnO0xjzwy2+OVw9Zbw+DBxfXZY4/S1KLyCCEcDjwDjKp0LbXGHbskqYs566zC3kpfsgROPx0eeyxtYrDnnmklgNacfDL8/OfZ1Znvww/hrbeyO96OO6YNAmrNwIFwxBGFL3u2ySbFTwdRYc4666yBwHhgEDAbeOmMM86Yk9XxQwibAP8H7JR76k1gODA0q3N0dSXb7CCEsDqwBemb8THwWIzxvSL6jwUOAYgx/r8iz+1mB5K6pbffhjFjoKGh8D7PPgsbbpiC7w03pAD1xBPptV694IAD0pSDbbctTc2Q5sGuvno2x+rfH156Ka1uUIvq61Mwff/9ttv16gX//CfssENZyiq7Sm12cNZZZ40HTgKOAPIneMwBrgUuPOOMM17q7HlCCJOBxp/6a4FTgOdyz/0txrh3Z8/R1WU+nSCEsFYI4U5gEvBH4CLgBuDdEMLdIYRC/2ZcBzgTOCPrGiWpq3r44eICLMADD6SPffqkUcDHH09zZz/8MH28/vrSBliA4cOz2wXspptqN8BC2k73X/9qO9T3758+z64aYCvlrLPO+g7wAnACSwdYco9PAF7ItcvCI8B2McYjY4wzMzpmt5FpiA0hbAo8DuwKhBZuOwGPhBDOCiGELM8tSerYAv/z5y/73IABaYvZcm0v279/2ma1s449tmvMER03Lq0gcemlsNFGUFcHIaRw/tOfpuXSvvjFSlfZteSC6fmkvNKWAJyfQZDdLca4TYyxjb3Z1JbMQmwIYQBwCzCM9A2eCPwQOB74LWlKQQDqgJ8AN4cQemV1fkkSrLJK8X1WrpLroU8+uXP9jzkm+4vDKql//7QSxDPPpAvxFi1K00V+8hNYaaVKV9e15KYQnFdkt/Ny/TokxvhaR/sqyXIk9nhgBBCBX8YYN44x/l+M8dIY4ynAaOCC3OsA+wK3GWQlKTtf+EIaQS3UgAGw//6lq6cYW22VLjRrT69eTRsuDBoEhx+eNja48kro2UUvVw4hjcaqZE6i/RHY5gJwYglqUYGyDLGNb2w8HWM8rfmLMca5McZTSRdrLcw9vTtwfQjBpb4kKQN9+qS31At12GEwZEjp6inWWWfBBRfAsGEtv96/fwq606en1RU+/RSuvRa23LKsZaoLya1CcEQHux+Z668KyDI8jiONsv6prUYxxptIgbdxAZj9gN9lWIckdWs/+Ulhyy6tuy6cfXbp6ynWt74F3/lOGn1sbu5c+O//Tp9fMduzSm0Yz7IXcRVqICn/qAKyDLGNf8u/217DGOPdpBHZJbmnvhpCOCvDWiSp2+rfP21icMABLQdBSNu7Pvhg6yOelXThhWm0ta0VIJ9/Pn0OczJbtVPdWGf3PHPPtArJcvbQp6SLugqajRVj/EsI4Xjg8txTPwkh1McYL8uwJknqlgYPhptvhjffhMsuS+umxghrr50uFqrWjQDmzk0jyYV48cU0D/aUU0pbk7q82RXurw7KMsS+CmwJ7ANcUkiHGOOVIYTRpNUKAnBRCGFGbsqBJKmTxoyB//u/SldRuD/+EWbOLLz9xRcbYtVpL5E2MujIlII5wMvZlqNCZTmd4E5SEN09hFDwjtUxxtOB63IP64DrQggnZViXJKlKxZh2ndpvP1huOTj++OL6v/oqTJlSktLUTeS2kr22g92vyXIrWhUnyxB7CTAzd//3IYSrQwi7hhBWK6Dv0cBfcvd7Ab+m+PXaJEk1ZOZM2HnnNLf19tthxoy04kCxPvss89LU/VxI0xKghYqkXUlVIZmF2Bjjx8AxwGLSiOzhpNHZ5wvouwQ4EMifRrBGVrVJkqrLzJmw995w332dP9bw4Z0/hrq3M8444yVgmeVB23Farp8qJNP1WWOMtwO7Aa/TtNXs1AL7LooxHkza5WsRxS86LEkqkw8+gLfeSqOnhXrnHfjRj9JuU8OGwSOPdL6OHXaAFVfs/HGkM84445fAqbQ/IhuBU3PtVUGZbzIQY7yftGbaLsDZwJ+L7P9/wIbA9aQwK0mqAvPmwe9+BxtskLa3HTMGll8edt0Vbr217SWx/vzntDLC//4vfPhhdjWd6H5JylAumE4gTRNoPtd1Tu75CQbY6hBiW//rVFgIYQCwTozxmSL71Y8YMWJEfX19iSqTpO7lww9hjz3g2Wdbb3PwwfCHP6RtYfPdeWeaOtCR+a5tGTkyXdTVwz0fO2TJEvjLX+CKK2Dy5LSt7YYbwgknFLZZRqmNHDmSqVOnTo0xjqzE+XM7cY0jrQM7G3jZi7iqS1WH2I4yxEpSdhYtgq22gqefbr/t174Gl1++9HPrrw8vvFCa2u65B3baqTTH7sqefx723x8mTWr59Z13hhtvrOxmGJUOsap+Jfv7NYSwQQjhayGEH4QQjg8hbBZCa3vHSJKq1c03FxZgIW0+8OabTY8feqh0ARbS7l4qzquvprnErQVYSH8c7LKLKz+oumUeYkMI24YQ/g08A1wK/A9p6YrHgNdCCPtlfU5JUulcVMQiQjHCJXnb3dx1V/b15Lvjjrbn4mpZJ59c2AV5zz4L57nYpapYpiE2hHAAcC+wHk2rE+TfxgA3hxD+K8vzSpJKo6EBHn64uD4PPNB0v9QjeYsXO1pYjFdfTaOshbr00vQ1lqpRZiE2hLAccCVp160ATAf+QFqh4BLgtcamwM9CCFtldW5JUmnMn1/8SOe8eU33l18+23qa69kTBgwo7Tm6kpuK3NR96lR47LHS1CJ1VpYjsV8FBpPWT7sKGBVjPDLG+KMY44kxxnWB7+Tahrz7kqQq1b8/DBpUXJ+VV266f/DBUMqrIfbZp7TH72o++aQ8faRyyDLE7pz7+O8Y41djjPOaN4gx/oo0OhuAL2R4bklSB334YXqb+Z13Wn79sMOKO15++7XXTle6F2rAgOJCqevEFmfgwOL7ONKtapVliB1HGoW9tp12v899HBhCWCvD80uSChRjemt5xx3TDlrrrgurrw7jxsGvfw1z8lbDPOmkwo+73HLw5S8v/dxvf5ueb88mm8C0aXDuuYWd66CDigvIgt12K6794MFpeTWpGmUZYhtnPr3XTrvn8+6vlOH5JUkFWLQIDjkkhcD771/6tVdegW99C7bcEt7L/W++3nrws5+1f9yePeHaa6Ffv6WfHzs2Xew1ZkzrfXfbDe6+O436nXYanH1225sYfOUr6VxOJSjONtukdXsLdeSRjsSqemUZYvvmPs5vp13+wh5FzrSSJAF89tlnzJw5k4ULFxbd98QT00L2bXnxxbRD14IF6fGPfwwXXJBG5loyYkTa/WnPPVt+fb314LXX0pJY++0Hn/88bLxx2hzhmWfSrl5Dhza1/8EP4K230sc11kjnXWUVOPpoePJJ+OMfoU+f4j5vJb/4RfqDoz2rrJK+/lK1ymzHrhBCA2k6wf4xxjuyatvBWtyxS1KXs2DBAp577jmefvppPv74YwB69OjB2LFj2XTTTVljjTXaPcakSWlEtND/+q+5Bo44ounxnDlpa9k770z3hw9PF2998YuFBSNVh5tugsMPb/ojpblRo+Af/4Dx48tbVz537FJ7DLGSVANmzpzJH/7wBz5p41LxzTffnN13373N43zve2kkrlBbbOESS11VfT387ndwxRXw/vvpufXWgxNOSH+4FLsqRdYMsWqPfzdLUpVbsGBBuwEW4IknnqBfv35sv/32rbZ56KHizv3442kOba9exfVTZXz6aVoSq1+/pZc6a8nIkfDTn6bbggVQV+doumpL5tvOSpKyNXHixHYDbKNHHnmE+fNbvzRh3jKLH7avjcOpSvzzn7DvvmkViDXXTPNZ1103rTQxe3b7/fv0McCq9hhiJamKxRh5+umnC26/aNEinnvuuVZfX2WV4s4/cGDH1hZVecSY3v7fbbd00dySJU2vvfpqWmli001hypTK1SiVSin+7vpyCGGDLNvGGP9fpyqSpBo1e/bsgkdhG02ePJktttiixdcOPxzuuqvwYx12mMtYVbMf/xguuaTtNq+9BrvvDk895R8k6lpKEWIPKaBN49VkhbQFMMRK6pYWL15cdJ9Fixa1+tpBB6V1WD/8sLBjFbsj1pw5cOut8O670Lt3ujBsm22KO4YK89FHcP75hbV99VW4+uriNq6Qql3WIbYUf69ns3yCJNWg/v37E0KgmJVkBg4cyJw5aTOAyy+H119Po6kTJsA3vgFXXZXWam1vidmf/7z1hfHnzUtrtd56K8yYkS4kWrwYJk5MFxflmzABTj8dDjyw4E9BBbjiitaXyGrJRRcZYtW1ZBliz8rwWJIkoG/fvqy11lq8/vrrBfdZtGgT1lwzjdTle/TRdFt99fQW9P/7fzB58rL9hwxJV6x/85stH/+Pf4STT07htRAvvJBGgH/5S/j2twv+NNSOBx4orv3LL6efiRVWKE09UrllFmJjjIZYSSqBTTfdtOAQO3fuGI49dmSbV6RPmQI//GFa//Wll+CGG+Djj9P2ol/4QpoH279/y32vuSbtmtWRJcZPPTXt0rXttsX31bI6stJER/pI1arqF9QIIfSJMRbxhokkdS1jxoxh44035plnnmmzXc+ePXnyyS8xe3b7M7umTYOf/Sy9Jb333oXVMX06HH98xwIspH4XXGCIzUp768A217MnLL98aWpRx4QQtga+AWwNNK4dMhV4APhtjPG5CpVWE6p2ia0QwnohhF+RvpmS1K3ttddebL311tTV1bX4+tChQ9l++2N44IG+BR/zT3+CmTMLr+HKKzs/knfHHSlAq/MOPbS49vvum0bbVXkh+TXwMHAEsCbQL3cbA3wNeCaE8F+Vq7L6VdVIbAihH/Bl4Dhg8wqXI0lVI4TALrvswpZbbsnEiROZMmUKixcvZuDAgUyYMIG11lqL3/wmFDVKOm8e3H13mq9aiD/9qWO151u8GN5+G1ZaqfPH6u723jvNby50DVgv6qoqZwCNs84fAn4GTAQGA1vkHo8G/jeEMC3G+PtKFFntqiLEhhA2JAXXQ4H83ZoDrk4gSf8xYMAAttlmG7ZpYd2q5qsCFKKYPoUuy9Ue153NRo8ecN11sMsu7e+qdsopsOOO5amrywhhIDCelEtmAy8R45zOHzasADSOsN4N7BFjbNym4iPgrRDCX4EngbWBc0IIf4gxtr52XjdVsekEIYSBIYSvhxCeAp4mzQkZTAqujf/F3QccU6ESJammDB1a2j6tXexVjD59YK21On8cJVtvDf/6F4we3fLr/fql5c0uuKCcVdW4EMYTwkXA+8DjpKD5OPA+IVxECOM7eYb9gD65+z/KC7D/EWOcBfxP7uFw0uismin7SGwIYTPSqOshwACWXVv2DeAa4NoY4ztlLk+SatYXv5i2GW1oKKz9wIGw666FH3+nndKas51x4IGw3HKdO4aWtvXW8NZb8I9/pOXPpk1L4XXHHdNKEn69ixDCd4DzaHnd+4HACcDxhHAaMf6yg2cZCcwFegFtXa35Rt79ER08V5dWlhAbQhgCHE4KrxMan85rEoHLgKtjjI+VoyZJ6mpWWw322gv+8pfC2h92GAweXPjxTzyx/S1O29KzJ3znOx3vr9b16JG+93vtVelKalgKsIXsgRaA8wmBjgTZGOMZwBkhhCGx7V1M8t+zKHBV5u6lpNMJQghbhxCuAt4Dfk0KsI3TBRYD7za2jTEeb4CVpM4599zCRt5WWw3OOKO4Y0+YAIcf3rG66urS6gYbb9yx/lJJpSkC5xXZ67zOTC3ITRlopZwQgMZNnxeRpjOomcxDbAhhuRDCt0MILwEPkpaO6EdTeH0G+BawKnBR1ueXpO5s7Fi45x4YObL1NuusA/fdB6us0nqb1lxxBXzpS4W3DwF23jnN2zziiOLPJ5XJSbQ8haAt+UEza98BNsvdv7qtwNudZTadIISwA2m6wAFA78ancx/fBa4DrokxvprXJ6vTS5JyNtggzZG88Ua47DJ4440UJtdbL21WsM8+aWS0I3r3Tsf961/hoovgrruaNj/Ybrt0/KFD4b330kVcm20Ga6+d1WcmlUBahaCjf2IdSQg/yGLVgqZywsHAObmH7wM/zurYXU2Wc2LvJc1tbUym04FbgetijPdneB5JUjt6905zXg87LPtjh5CC8D77wGefwaxZMGhQukk1aDzpoq2OGAiMIy2H1WkhhKOAy4E6YB5wQIwxo8Xtup5SXNj1AfBT4NKWlo2QJHUdAwa4C5RqXmf//Mrkz7cQwunAWbmHc4EvxhidC9uGUlzYtRLwW+CdEMIlIYTdQwgdfONKkiSppGZXsn8IoV8I4QaaAuwnwM4xxns6WVeXl2WI3Qe4GVhImlKwCmmO7N+A90IIF4QQNsnwfJIkSZ31EtDROa1zgJc7euIQwsrAA0Dj5s9vAFs6AluYzEJsjPFvMcaDSeH1ZNL8kMYVCVYg7RH8RAjhlRDCD0MIq2V1bkmSpA5JF2Vd28He13T0oq4QwhqkpbM2zT11P7BFjPGNVjtpKZlPJ4gxzowxXhRj3AJYl3SF3VSaAu3awM+AScCpWZ9fkiSpSBeSLk4vRqSDS4WGEEYC9wGr5566GvhCjHF6R47XXZV0s4MY42sxxv8CVgN2A/4EzCeF2R6k/YAjQAjhzhDCUSEEr2+VJEnlE+NLwGlF9jot168oueuErqcpwP4qxnh0jHFRscfq7koaYhvF5O4Y42HAysDXgYdpGp0F2BW4EpgWQrgxhHBACKF3y0eUJEnKUNpC9lTaH5GNwKkd2XI256vA1rn7DwCnhxAGtnMrxWpSNa8sITZfjHF2jPHyGON2wBjS1IIpNAXavqQNE24kBdoryl2jJEnqhlIwnUCaJtB8ruuc3PMTOhFgYemplNsDs0grHLR16+CGz11biLHYKSClkdvx6yjgSyy96HCMMRa1RFcIoX7EiBEj6uvrsytQkjros8/guuvS7YMPoG9f2HZbOPFEGDeuMjXV18NTT8GiRWmL2i23TJsYSNVi5MiRTJ06dWqMsY1NlEso7eQ1jrQO7Gzg5c7uzBVCWB74uANdj4kxXtWZc3dFVRNiG4UQ+pOWmjgS2AHAECupVv3tb3D44TBzZsuvH344XH552qK1HJ58Ev7nf9K2sUvytqNZe2046SQ4+WToUfb36KRlVTzEqupV3X9VMca5McarY4w7A2sAp1e6JknqiDvvhP32az3AAvzhD3DIIdDQUPp6zj0XttoKbr996QAL8Prr8K1vwYEHwuLFpa9Fkjqr6kJsvhjjOzHGn1e6Dkkq1pIlcNxxhQXC22+Hm24qXS333gvrrQff//6y4bW5W29N7SSp2lV1iJWkWnXHHWneaaEuvrjj52prFPemm2C33eClIhYC+t3v2h49lqRqkFmIDSEsKdHNN7Yk1ZxiR1bvvx8++qiwtosXp+PvvDP07g11dTBsGKyzDowZA2PHwl57pWB82GHFTw+YOxeuvrq4PpJUblmuO+Z1rZKU05HrSqdPhxVWaLvNhx+mgPr000s/P3Pm0qOnr78Of/978TU0ev75jveVpHLIevHcxqUOGoBXgHZmX0lS1/P88/DEE8X3G9TOfoVz58Luu8PEiR2rqxhe3CWp2mUdYhtHY3sAKwK3ADcAD8RqW8tLkkpgzhzYc09YsKC4fuuvD6uu2nabK68sT4AF+NznynMeSeqoLC/sGkXaheLx3OMVgW8A9wD1IYRfhxC2bq2zJHUF114LU6cW3++EE9pv05mLv4pRVwfHHFOec0lSR2UWYmOMU2OMF8QYtwJWB74HPEUanV0FOAl4MIRQH0L4ZQhhy6zOLUnV4pJLiu+z0UZw5JFtt5kyBV5+uWM1FeuAA2DUqPKcS5I6qiRLbMUY62OM58UYt6Ap0D5NCrSrAqcAD4cQpoQQzg0hbFaKOiSpnGKEF18srk/fvmlThP792243p1ObXRZu/fXh0kvLcy5J6oySrxMbY3w3F2g3J+3A9QPgWVKgbZyC8FgIYVII4ewQwkalrkmSSqGhIQXZYqy+evsrEgAst1zHaipUjx7w1a/Cgw/C0KGlPZckZaGsmx3EGKfEGM+NMW4KrAn8FzCRFGhHk5uCEEJ4I4Tw8xDC58tZnyR1Rl0djB5dXJ8xYwprt8oqsGWJJmGNGpWW5LriChgypDTnkKSsVWzHrhjj5BjjOTHGTYDPAT8kTTkg9/i/gGdDCK9WqkZJKtaxx5au/YknFnfsQnz962murasRSKo1VbHtbIzx7Rjj/+WmHHwBeIM0OhuAtSpanCQV4dhjYeDAwtp+7nOwzz6FH/srX0nLd2Vlu+3SFrOF1itJ1aQqQmwIYcMQws9CCC8B/wTG0LRxgiTVjBVXhBtvhD592m43fDjcfnuaglCoujq4+WY4+ODO1QgweDD89redP44kVUrFQmwIYfPcygSTSNMIfgisS9MI7LOkKQUFzhiTpOqw++5w772wdQsrY/foAXvvDY8+CuPHF3/svn3hz39Ou4Idf3w6xpprprm1o0al44fQdohedVW45x6YMKH480tStQjl3EgrhLAtcCBwAGmpLWja5QvgSeAm4MYY45ROnKd+xIgRI+o7snm5JGXo+efhH/+A2bPTCgNf+lJakaBUYkyrJNTVwf33pw0SnnsubSO7xhrwta+lGnr3Ll0NUhZGjhzJ1KlTp8YYR1a6FlWnkobYEEIPYEfgS8D+pF28oCm4RuAJUnC9Kcb4TkbnNcRKklTDDLFqT8+sDxhC6AnsSgqu+wKNqxvmB9dHgRtJwbUDGzRKkiSpO8ssxIYQ9iUF132AwY1P5z42AI+QguvNMcb3sjqvJKl0Zs5Mc3AnT4aePWHjjdOKCsVckCapdoUQVgK+BexNWgI1Au8C/wAujjG+UanashyJvZX0ieUH1wdJwfWWGOMHGZ5LklRCn30G3/0uXHMNzJ279GsjR8IPfgAnn1yZ2iSVRwhhO1K+a75n4Dq524khhG/FGH9X9uIowXQCUpCdDfwNmEZaXeD7IYQ2O7V5wBhPzaY0SVJ75syBnXeGJ59s+fX6evjmN+Htt+G888pbm6TyCCGsDvyF9O76DOAs0ujrZ8DGwM+B9YCLQwhTYox3lrvGUoRYgEHAlzM8niFWksrk299uPcDmO//8tBXugQeWvCSpywgh7AZ8HrgixvhJpetpw3+TAuxiYO8Y46N5r00NITwM/BsYSQq4ZQ+xWa8TG0pwkySVySefwB/+UHj7X/2qdLVIlRQCA0Ng8xDYJfcxq73tVgH+D6gPIVwVQtg0o+NmJqS3z/fLPbyzWYAFIMY4Hbgj93DjEELZF+7LciR2xwyPJUmqgOuugwULCm//8MPw2mswdmzpapLKKQTGAycBR8BSwXVOCFwLXBgjL3XiFPWkaZeDgKOAo0IITwMXAtfHGOe3X2O4Kte3GFNijKMLaRhjjCGEUaR5r3PbaJp/HVRDkfV0WmYhNsb4QFbHkiRVxltvFd9n0iRDrLqGEPgOcB4tvxM8EDgBOD4ETouRX3bkHDHGf4UQVgUOA44HNgA2AX4P/CKEcCVwSYxxUkeOn5UY4zxgYmuvhxBWAxo3wb47xri4LIXlqdi2s5Kk6tORpbNcbktdQS7Ank/7UxkDcH6ufYfEGOfEGH8XY9wQ2AK4CpgHLA98D3gjhPC3EMKeuY2jmvsGaSS3mNu4jtYLaYpBCGF4CGHDEMJZwLO5ej+Ejn8tOqNUF3ZJkmrQBhsU176uDtZbrySlSGWTm0JQ7Fob54XAPzs5tYAY4xPAEyGE75CmCHwDWBfYM3ebFEK4BLgwxjg312cBUMTEn0ysBbzW7Ln7gaNjjFPKXAuQ4UhsCGFJB24LQwizQghvhhD+GUL4WQhho6xqkiQV5+CDYbnmK0K24YtfhFVXLV09UpmcRPEXkwfgxKwKiDHOjDH+KsY4DtgBuB5YCKwJnAOsndW5Omj1Fp7bjrTEVkuvlVyW0wlC3sdCbz1JQ9xrADsDPwSeCiH8NbdDhCSpjPr2TUtsFaJnT/je90pajlRyuVUHjuhg9yMzXLUg3xIqcKFUOyYCI4DepJ27ziLVuQfwWAhhzXIXVIoltjraL/+2B/BQCGHFrAqTJBXmJz+Bo9q57rlnT7jiirROrFTjxkOHg+hAOjnXtFEIYVAI4YQQwvPAQ8ChpMD4OvBt4NW8tleFEGKRt8mdqS/G+HGM8b0Y46IY46QY45nAQbmXVyGNFpdVZiE2xtij2BtQR1pIdzSwO+kL8AEpyH6OdKWeJKmMQoCrroLLL4f111/6tR49YO+94b774MgjK1KelLVBlewfQlg/hHAx8B5wETCBNAr7N1I2Wic3zaDdpbfKLcZ4O3Bf7uFeIYRe5Tx/iDGW83ztCiEMBm4CdiFtYbt9jPHhIo9RP2LEiBH19fWlKFGSupWnn4bJk6FXr3Th1+oVmf2m7mbkyJFMnTp1aoxxZCnPEwKbA4934hCbx0gBe9zlnzP0IY1ingBslffSDOBK0kVcb7fTv9jA2NB4YViWQghnAz/IPVw1xvh+1udoTdWtThBj/DSE8GVgMjAA+ApQVIiVJGVnk03STeqiXgLm0LEpBXOAl4vpEELYgTRYt3ze0/8Gfgtcl1uftU2lXp0ghDAeOJt0zdJ3Y4xtbSnbP+/+p6WqqSVVuU5sbiuzW0jTCraocDmSJKmLipE5wLUd7H5Nrn8xRpMC7CLgBmC7GOMGMcbLCwmwZTIT2Is0X/jQ1hrl1rDdLffwlRjjZ6UvrUlVhticxqH50ZUsQpIkdXkXkqYwFiOS5rAW62Pgp8DoGOMhMcaHOnCMkooxTgXuyT08NITQ2oDiGTQt/XVxyQtrpppD7Me5j52dcC1JktSq3IYFpxXZ7bSObHQQY/xrjPH0GON7xfYts+8Ac0kX4d8dQvhRCGFcCGG5EMLWIYQbgNNzbe/DELuUvrmPiypahSRJ6vJi5JfAqbQ/IhuBU3Ptu6wY44vA3qRBxYHAz0nzhz8hXavUuLzWbcC+McbF5a6xmkNs4/WvH1W0CkmS1C3kgukE0jSB5nNd5+Sen9DVA2yjGON9pHVwzyJtdjCHtIvYu6T5vLvHGPePMc6uRH1VtzpBngNJf+0UddWfJElSR+WmCJwUAj8gBbhBwGzg5Q5cxFXzYowfAWfmblWlKkNsCOEY0l9CEfhXhcuRJEndTC6wFrX+q8qrqqYThBB6hRC+T9PVfvOAqytYkiRJkqpQZiOxIYTT22+1bDfSvsDLkRbU3Zy0DW0gjcL+JMb4SVY1SpIkqWvIcjrBmRS/xlpzIe/+OTHGCzp5PEmSJHVBWc+JDe03adNi0lpjZ+euiJMkSZKWkWWIPasDfRYD80nLaL0NTIwxdrsr/yRJklSczEJsjLEjIVaSJEkqWlWtTiBJkiQVwhArSZKkmmOIlSRJUs0xxEqSJKnmGGIlSZJUcwyxkiRJqjmGWEmSJNUcQ6wkSZJqTtbbzkqSlImFC2HyZFi0CFZdFYYNq3RFkqqJI7GSVEUmToRjj4Xhw6FnT1h+eTjmGHj66UpXVj719fDDH8LIkTB2LKy3HqywAmyxBZx9Nnz4YaUrlFQNQoyx0jVkLoRQP2LEiBH19fWVLkWSCtLQACefDBdf3Hqbr34Vfve7FG6nTUuBd+FCWG012GCDspVaUo8+CvvsA9Ont96mrg4OPjgF3QkTylebymvkyJFMnTp1aoxxZKVrUXVyOoEkVYFvfavtAAtw5ZUp3PXuDbfemt5mb7TBBikEf/WrEEJJSy2ZSZNgr71g5sy22y1ZAn/6E9xxR/o67LprWcqTVGUciZWkCnv1VVh33WyOddhhcM010KMGJ4uddBJcdFFxfQYOhH//G9ZcszQ1qXIciVV7avC/OUnqWooNbm257jr47//O7njlMmcOXHttx/r95jfZ1yOp+hliJanC/vrXbI/3m9+kcFdLnnsOZs/uWN+rroL587OsRlItMMRKUoV1NLy1dbzrrsv2mKXWmRA6cyZMmZJZKZJqhCFWkiqsFOufTpyY/TFLadVVO9d/yZJs6pBUOwyxklRh+++f/TEXL87+mKU0bhxstFHH+vbuDSNGZFuPpOpniJWkCjv++OxXExg9OtvjlcNJJ3Ws34EHwpAh2dYiqfoZYiWpwtZYI9sVBerq4OijszteuRx9dAqkxQgBvvnNkpQjqcoZYiWpCpx5Jpx1VgqgnbX//mnL1lrTo0faxOCUU9IUgUKcd17ajlZS92OIlaQqcfrp8Pbb8OMfw/jxsOKKxYfa8ePT1rS1qmdP+NWvoL4efvKTFMZb2oFsrbXgj3+E73yn/DVKqg7u2CVJVWjSJNhsM/jkk8La9+4NBx8Mv/51aVY7qKQPPoDrr4f33oO+fWGbbdJWs7W6va4K445dak/PShcgSVrW//5v4QF2lVXSZgErrljSkipm5ZXh29+udBWSqo3TCSSpysyald4qL9T778Prr5euHkmqRoZYSaoyjz0Gc+cW1+fuu0tTiyRVK0OsJFWZzz4rvk+xoVeSap0hVpKqzAorFN9n+PDs65CkamaIlaQqs/XWxa3z2qNHWplAkroTQ6wkVZm6OvjGNwpvv8ceadcvSepODLGSVIVOPTWtE9ueFVeE3/ym9PVIUrUxxEpSFerfH/75T9h779bbjB8PDz3kKKyk7snNDiSpSg0ZAn/5C7zwAlxyCUycCEuWwJprwte+Bjvv7K5VkrovQ6wkVbkJE+DCCytdhSRVF6cTSJIkqeY4EluETz6BGTNg4MC0l7ckSZIqw5HYdjQ0wE03wU47pcXE11oLVlkFNtoILrsM5s+vdIWSJEndjyG2DQsWwJe+BAcdBPfdt/RrEyfC178O220HH39cmfokSZK6K0NsG447Dm67re02Tz0F++yTrhiWJElSeRhiW/HKK3DttYW1ffxxuOOO0tYjSZKkJobYVlx0UWnbS5IkqeMMsa144IHStpckSVLHGWJbMW9ece0XLXJerCRJUrm4TmwrVl4Z3nyz8PbDh0NdXenqkSSpNc89B//6F8ydCyusAAccACutVOmqpNIyxLbisMPg4YeLay9JUjndfz/88IfpAuN83/pWWiLyF7+AESMqUppUck4naMXhh8OQIYW1DQFOOKG09UiSlO+22+ALX1g2wEKa4nb99bDlljBlStlLk8rCENuKgQPh6qsLmyJwzjkwdmzpa5IkCVIwPfTQFFbb8u67aWqB1BUZYtuw775w++2w6qotvz5kSFpa67vfLW9dkqTu7eKLC78A+dln4cEHS1uPVAnOiW3HXnulv3hvuw1uvBGmT4dBg2CPPdI82P79K12hJKk7aWiAK68srs9ll6Vt0qWuxBBbgJ494cAD002SpEqaNQs++qi4PsWstiPVCqcTSJJUQ3p04Dd3R/pI1c4fa0mSasjgwbDaasX1WW+90tQiVZIhVpKkGhICfP3rxfU5/vjS1CJVkiFWkqQac9xxsNxyhbXdZRfYcMPS1iNVgiFWkqQas+KKaQnIwYPbbrf++mnTA6krMsRKklSDttkGHnsMDjkEevVa+rXhw+H734eHHoLll69MfVKpucSWJGXs1VfhqqvgnXfSEn0rrghbb532sN9448J2ApQKMW5cGmmdNg0eeADmzk0BdtddoU+fSlcnlZYhVpIyUl8PxxwD//rXsq+dd176uNpq8I1vwCmnpO2tpSystBIcfHClq5DKy+kEkpSBqVPTaGtLATbfO+/Aj38M225b/IL1UqUsWADXXpt+xvv3T6O8Y8fCOefAJ59Uujp1V4ZYScrAccelgFqo556D/fcvWTlSZt56CyZMgCOPhEcfhXnzYOFCeP11+MEPYPRo+Mc/Kl2luiNDrCR10ptvwp13Ft/vkUfgvvuyr0fKygcfwE47wRtvtN5mzhzYbz948MGylSUBhlhJ6rRrr4UYO9b34ouzrUXK0jnnFPYOw8KFcNpppa9HymeIlaROqq/veN+nnsquDilL8+alVTYK9fTT/jyrvAyxktRJvXt3vO+iRdnVIWXp0Udhxozi+vz1r6WpRWqJIVaSOmmrrTred/XVs6tDytLs2eXpI3WUIVaSOunggzu+K9Ixx2Rbi5SVYcPK00fqKEOsJHVSnz7wwx8W32/55eHQQ7OvR8rCVlulTRSKccABpalFaokhVpIycNppcOqphbfv1w9uuiktHC9Vo1694NhjC2+/3XYwfnzp6pGaM8RKUkbOOy9d2LLbbhBC6+022gjuvRd22KFspUkd8r3vFRZMBw2CX/2q9PVI+XpWugBJ6kr22ivd3nsvLb31/PPw4otpuaJhw9IuXZtvXukqpcIMGQL33AP77gtPPNFym5VXhttugw02KGdlkiFWkkpi1VXTbbPNKl2Jyq2hIW3D+rvfwQsvpMdjxqS35g88ML1NX0tWWgkeeyyF2YsvTlsmL14Ma6wBX/taurCxT59KV6nuKMSObjNTxUII9SNGjBhR35kVyCVJKtI778A++6QR+JaMGgV33OGoZSFGjhzJ1KlTp8YYR1a6FlUn58RKkpSBjz6CHXdsPcACvPsu7LQTvPpq+eqSuiqnE0iSlIGf/hQmTWq/3YwZ8N3vlm53q48+gssvT1Ma5syB5ZZL0xjGjoXrrksBOgQYNw6+8Y10oaFUi5xOIElSJ332GYwYAbNmFda+Rw946y0YPTrbOn76U/jZz2DhwsL77Lgj/PnPsMIK2dbSWU4nUHucTiBJUifde2/hARbSxV633ZZtDT/+MZx+enEBFuC++9JybzNnZluPVGqGWEmSOmnGjPL0ac3zz8P//E/H+7/8MpxxRnb1SOVgiJUkqZMGDSpPn9ZcdFHnj3H11WlaRKFmzIDbb4c//hHuugsWLOh8DVIxDLGSJHXSTjsVv4Xw3ntnd/7rr+/8MWbNgr//vf12kyal9WFHjID99oPDDoPdd0/Lh/3wh/Dpp52vRSqEIVaSpE4aMgQOPbTw9jvuCOusk825Fy8ubj5uWz78sO3XJ05MO85deWXahS7fRx/B2WfDNtuk+1KpGWIlScrAf/932oK1Pf37wznnZHfenj2hd+9sjtXWaPKsWbDnnvDxx20f44UX0pJeUqkZYiVJysBqq6WtWVdfvfU2w4alt+w32STbc++6a+ePEQJMmND661dfDR98UNixHnwwbVUrlZIhVpKkjIwblzYT+P3v09vu/ftDnz6w3npwwQXw9tuw/fbZn/fEEzt/jBjhS1+CN95o+fVf/aq4411ySedrktriZgeSJNW4hgbYbTf41786f6w110xTAvKnFkydCiOL3HJggw3SHNqOcrMDtceRWEmSalyPHnDLLWmVhM6aNCktm5Xv178u/jhLlnS+FqkthlhJkrqAQYPgn/+Em2+GXXZJc1wBevVKy18V4+KLm+4vXJjmwxbrc58rvo9UDEOsJEldRF0dHHAA3H132nxg+vS0FNZyyxV3nGefhQ03hLXXhk03hWnTiq/l2GOL7yMVo2elC5AkSdnr1SuthgBpLdliPfdcx889eDDssUfH+0uFcCRWkqQubrXVynu+Aw5I83SlUvJHTJKkLu6YY8p7vpNPLu/51D0ZYiVJ6uL237/4i7s6atNNYeONy3MudW+GWEmSuriePdMSXIMGlfY8gwfD5ZeX9hxSI0OsJEndwCabpO1gt9iiNMdfc0247z5Yf/3SHF9qztUJJEnqJjbYAB57LO2kdcMN8Mkn0Lcv/OY3HTvewIFpp7Cjj4Y99/RiLpWXIVaSpG5mww3TrdELL8D993fsWDfdlElJUtH8m0mSpG7uxBM71s+tZVVJhlhJkrq5/feHHXYovp9by6qSDLGSJHVzPXvC7bfDuusW18+tZVVJhlhJksTgwfDMM7DccoW1Hzo0XdAlVYohVpIkAdCvH9x1FwwZ0n67W25pv51USoZYSZL0H5tsAg8/DLvuCiEs+/p226WVDHbcseylSUtxiS1JkrSU9daDf/4T3ngDbrsNZsxI0w323ju9JlUDQ6wkSWrRWmvB975X6SqkljmdQJIkSTXHECtJkqSaY4iVJElSzTHESpIkqeYYYiVJklRzDLGSJEmqOYZYSZIk1RxDrCRJkmqOIVaSJEk1xxArSZKkmmOIlSRJUs0xxEqSJKnmGGIlSZJUcwyxkiRJqjmGWEmSJNUcQ6wkSZJqjiFWkiRJNccQK0mSpJpjiJUkSVLNMcRKkiSp5hhiJUmSVHMMsZIkSao5hlhJkiTVHEOsJEmSao4hVpIkSTXHECtJkqSaY4iVJElSzTHESpIkqeYYYiVJklRzDLGSJEmqOYZYSZIk1RxDrCRJkmqOIVaSJEk1xxArSZKkmmOIlSRJUs0xxEqSJKnmGGIlSZJUcwyxkiRJqjmGWEmSJNUcQ6wkSZJqjiFWkiRJNccQK0mSpJpjiJUkSVLN6VnpAiSpq5s8GaZMgbo6GDcOlluu0hVJUu0zxEpSidx+O/zqV3DffU3P9e0LBx8Mp50G66+fzXlmz4Zbb4WpU6F3b9h6a9hii2yOLUnVyhArSSXwve/BL36x7PPz58M118ANN8D118O++xZ/7BdfhD//Gd57D555Bl5/HebNW7rNBhvAmWd27PiSVAsMsZKUsV//uuUAm2/+fDjkEHjsMdhww8KO+/LLcMIJ8OCD7bd97jnYf3+48MLUR5K6Gi/skqQMLVoEZ59dWNsFC+Cccwpr++9/p2kChQTYRjHCySfDE08U3keSaoUhVpIydNtt8P77hbe/5RaYNq3tNg0N8KUvwcyZxdfT0JBGhiWpqzHESlKGnnyyuPYLF6ZR1rb87W/w1lsdr+mmm2DGjI73l6RqZIiVpAwtWpR9n9//vmO1NFq4MC3xJUldiSFWkjK02mrF9xk1qu3XswigIXT+GJJUTQyxkpShww6DXr0Kb7/xxu2vF1vM8VrSvz+ssUbnjiFJ1cYQK0kZWmklOOigwtuffHL7bTbeuOP1AHzlKzB4cOeOIUnVxhArSRn77W9h/Pj22x11FBx9dPvtOrPOa+/ecMopHe8vSdXKECtJGRs2LK3netBBUFe37OtDhsDppxd+wdZ668F++xVfR69eaXew9qYrxAj33JM2RrjwQrj33vScJFUzd+ySpBJYbrm0tWx9PVx9NUyeDD17wkYbwaGHwoABxR3v2mthzz3hoYfabxsC7Lor/OQnsO22bbe9+GI4/3x4882ln19rLTj1VDj++OLqlKRyCbEL/rkdQqgfMWLEiPr6+kqXIkmZWbAALrooBc833mh6ftgw2GEH2GqrNCd3yy1hzJj2j/eNb8Cll7bd5sQT0+isVG4jR45k6tSpU2OMIytdi6qTIVaSakyM8Oyz8NFHaUR3k02gX7/ijnHRRXDSSYW1veSSFHilcjLEqj2GWEnqZmJM0wUK3QVs7bXh1Vdda1blZYhVe7ywS5K6mXvuKW4b29dfh/vvL1k5ktQhhlhJ6mZeeaX4Pq++mn0dktQZhlhJUru64MwzSTXOECtJ3cw66xTfZ911s69DkjrDECtJ3cwuu8Caaxbefu210xJeklRNDLGS1M2EkDYyKNSpp7oygaTqY4iVpG7opJPg619vv90JJ7hGrKTqZIiVpG7qd79Lu3G1tLvXWmulncEuuqj8dUlSIXpWugBJUuWceGIabb3nnqYNDdZZB3baySkEkqqbIVaSurkQ0sVeu+xS6UokqXBOJ5AkSVLNMcRKkiSp5hhiJUmSVHMMsZIkSao5hlhJkiTVHEOsJEmSao4hVpIkSTXHECtJkqSaY4iVJElSzTHESpIkqeYYYiVJklRzDLGSJEmqOYZYSZIk1ZwQY6x0DZkLISzs0aNHr1VWWaXSpUiSpA54//33aWhoWBRj7F3pWlSdumqI/QzoBXxY6VokSVKHrAgsijEOqHQhqk5dMsRKkiSpa3NOrCRJkmqOIVaSJEk1xxArSZKkmmOIlSRJUs0xxEqSJKnmGGIlSZJUcwyxkiRJqjmGWEmSJNUcQ6zUjYQQzgwhxNztzCL7NvaLzZ7fIf+13G3/Io89MoTQ0No52um7d7Nz71RE3zNbqL35bUkI4bMQwjshhDtDCN8LISxfzOeXd77f5I55QUf6S5KaGGIllcKXimx/EBA6eK6jmj0+roPHaU0PoD8wCtgNOAeYFEIo6nPMhesTM65NkrqtnpUuQFKXtE8IoXeMcWGB7Q/uyElCCMOAfXIPpwErAQeEEIbHGD8u8nB/Bq5v6TRAX2BV4Ajg88Bg4IYQwk4xxgcKqHNT4DYcOJCkzBhiJWVpNjCIFPJ2Bf7WXocQwihg89zDBooLel8B+uTu/xT4LdAbOBI4v4jjALwaY7ytrQYhhPOBK4Gjc3X+FpjQTp99gGtJXxdJUkYcFZCUpb+RgigUPqXgYNJo50fAK0Wer3EqwTTgUmB67nHWUwoAiDFG4KS886wXQtiopbYhhP4hhP8FbgeGlKIeSerODLGSsjQNeCh3f98QQiHv9jROJbgFWFzoiUII6wCb5R7+Jca4CLg193idEMK2hR6rGDHGucDf857auIXavgi8BvwXKaB/BpxXinokqbsyxErK2k25j8sBO7bVMISwGk1B9IYiz3N03v3G8Hpd3nMlGY3Nqc+7P7yF178KjMzdfwLYBPhrCeuRpG7HECspazdT+JSCxlHYaUC7F0g1CiH0AA7PPfwYuDt3/37g3dz9g3IXfpXC0Lz7s1pp8z7wdWCrGOOrJapDkrotQ6ykTMUY3wcezT3cPxc4W9MYYm+OMS4p4jS7ACNy96/PTSVonLPaOBrbl6agm5kQQmDpEeZnW2j2v8AaMcbLYowNLbwuSeokQ6ykUrgx93FFoMW5qSGE0cCmuYd/LvL4R+fdv7bZa9fk3S/FlIJTgLG5+28BTzVvEGN8Isa4oATnliTlGGIllcLNQOOuWwe20qZxFPZ94OFCDxxCGAzsl3v4eozxyfzXY4yvAM/kHk4IIWxR6LFbOV9dCGF4CGGnEMI1wAV5L/+gyBFkSVJGDLGSMhdjnAo8lnt4QO4t+OYaQ+yNRb7lfjDQL3e/+Shso46Mxp7R0razpBUTPgLuIW12ACmg/yTGeHMRdUuSMmSIlVQqjVMKVgWWGg0NIaxB09JUxa5K0Lg2bAT+0EqbP9G0XNchudHbLMwhrYSwXYzx5xkdU5LUAe7YJXUv+euwtjQ62qJmF2cV+vb5TaRdswJpSsFjea81jsLW03QRWCF1fA7YJvfwE+DLLQ/yAmmawihgAHAocEk7h29t29lFpJ3IpgFveKGWJFUHQ6zUvczPu9+7iH4D8u7PK6RDjLE+hPAEaRT2S8BpeS/nTyWIy3Ru3VF594eTVgEoxHG0H2Lb3XZWklQ9nE4gdS8f5d1froh++W0/arXVsho3Plg9hLAxQAhhTaBxq9aCpxLk5tUe0W7Dlm3UeH5JUtdgiJW6l7fz7q9RRL918u5PKqLfTXn3Gzc+OCj3cUqM8fEijrUDMDp3/+4YY2jvBlya17+UO3hJksrMECt1LxNpmhe7eQihT4H9dsq7/2SrrZqJMU7Ja79/7uMBuY83LtujTflTCf5UYJ+r8+4fGkIY0GpLSVJNMcRK3UiMcTZwX+7hYOA77fUJIQwBjsx76pYiT9s4GrtOCGEXOrDBQS58No7kLii0hhjjo8AbuYeDgC8Xek5JUnUzxErdz9l5988KIXy1tYYhhOVII6Yr5566M8b4dJHnyx9xvYi0WsGkIo9zIDAwd/9vMcZZRfQt9Q5ekqQKMMRK3UyM8V7gnNzD3sAVIYTnQwinhxCOCiEcEkI4KYRwNTAF2DXXdhLQauBt43yTadpBa63cx46uDQuFTyVodC1Nu4dtHkJYv8j+kqQq5BJbUjcUY/xBCGEa8DPS7lcTcrfW3AUcHWP8oIOnvJGmzQ2guFUJViNd1AXwKfDXYk4cY5wSQrgf2DH31HHAN4s5hiSp+jgSK3VTMcbzgdWB75FC6rukdWSXADOB50hrq24fY9y9EwEWlp5S8GaMcWIRfY+kaWOGW2OM89tq3Ir8C7wODyH0a7WlJKkmhOLWGZckSZIqz5FYSZIk1RxDrCRJkmqOIVaSJEk1xxArSZKkmmOIlSRJUs0xxEqSJKnmGGIlSZJUcwyxkiRJqjmGWEmSJNUcQ6wkSZJqjiFWkiRJNccQK0mSpJpjiJUkSVLNMcRKkiSp5hhiJUmSVHMMsZIkSao5hlhJkiTVHEOsJEmSao4hVpIkSTXHECtJkqSa8/8BNeQ1d/d9OrYAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 320x320 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 296,
       "width": 344
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "ddl.pl.clone_network(adata, color = ['clone_id_size_max_3'], ncols = 2, legend_fontoutline=3, edges_width = 1, palette = ['grey', 'red', 'blue', 'white'], size = 50)\n",
    "sc.pl.umap(adata[adata.obs['has_bcr'] == 'True'], color = ['clone_id_size_max_3'], palette = ['grey', 'red', 'blue', 'white'])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Additional plotting functions\n",
    "\n",
    "### `pl.barplot`\n",
    "`pl.barplot` is a generic barplot function that will plot items in the metadata slot as a bar plot. This function will also interact with `.obs` slot if a `scanpy` object is used in place of `Dandelion` object. However, if your `scanpy` object holds a lot of non-B cells, then the plotting will be just be saturated with nan values."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(<Figure size 1200x400 with 1 Axes>,\n",
       " <AxesSubplot:title={'center':'v call genotyped heavy usage'}, ylabel='proportion'>)"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1200x400 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 432,
       "width": 1005
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib as mpl\n",
    "mpl.rcParams.update(mpl.rcParamsDefault)\n",
    "ddl.pl.barplot(vdj, variable = 'v_call_genotyped_heavy', figsize = (12, 4))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "You can prevent it from sorting by specifying `sort_descending = None`. Colours can be changed with `palette` option."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(<Figure size 1200x400 with 1 Axes>,\n",
       " <AxesSubplot:title={'center':'v call genotyped heavy usage'}, ylabel='proportion'>)"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1200x400 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 432,
       "width": 1005
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "ddl.pl.barplot(vdj, variable = 'v_call_genotyped_heavy', figsize = (12, 4), sort_descending = None, palette = 'tab20')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Specifying `normalize = False` will change the y-axis to counts."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(<Figure size 1200x400 with 1 Axes>,\n",
       " <AxesSubplot:title={'center':'v call genotyped heavy usage'}, ylabel='count'>)"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1200x400 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 432,
       "width": 993
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "ddl.pl.barplot(vdj, variable = 'v_call_genotyped_heavy', normalize = False, figsize = (12, 4), sort_descending = None, palette = 'tab20')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### `pl.stackedbarplot`\n",
    "`pl.stackedbarplot` is similar to above but can split between specified groups. Some examples below:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0x14f3dfed0>"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 400x400 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 371,
       "width": 554
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "ddl.pl.stackedbarplot(vdj, variable = 'isotype', groupby = 'status', xtick_rotation =0, figsize = (4,4))\n",
    "plt.legend(bbox_to_anchor = (1,1), loc='upper left', frameon=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0x2ac8db810>"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
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\n",
      "text/plain": [
       "<Figure size 1200x400 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 432,
       "width": 1121
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "ddl.pl.stackedbarplot(vdj, variable = 'v_call_genotyped_heavy', groupby = 'isotype')\n",
    "plt.legend(bbox_to_anchor = (1,1), loc='upper left', frameon=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0x165fb8690>"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1200x400 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 432,
       "width": 1125
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "ddl.pl.stackedbarplot(vdj, variable = 'v_call_genotyped_heavy', groupby = 'isotype', normalize = True)\n",
    "plt.legend(bbox_to_anchor = (1,1), loc='upper left', frameon=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0x166be8450>"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1200x400 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 432,
       "width": 1089
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "ddl.pl.stackedbarplot(vdj, variable = 'v_call_genotyped_heavy', groupby = 'vdj_status')\n",
    "plt.legend(bbox_to_anchor = (1,1), loc='upper left', frameon=False)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "It's obviously more useful if you don't have too many groups, but you could try and plot everything and jiggle the legend options and color."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0x1661a60d0>"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1200x400 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 432,
       "width": 1203
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "ddl.pl.stackedbarplot(vdj, variable = 'v_call_genotyped_heavy', groupby = 'sample_id')\n",
    "plt.legend(bbox_to_anchor = (1, 0.5), loc='center left', frameon=False)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### `pl.spectratype`\n",
    "Spectratype plots contain info displaying CDR3 length distribution for specified groups. For this function, the current method only works for `dandelion` objects as it requires access to the contig-indexed *.data* slot."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0x166c583d0>"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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nHTx4UCtWrJAkXXvttZLsyaU3cUrW59LVmTNndOTIESUlJWnKlCnmr9svv/yyuf3alcvixCjZk8fs7Gw9/fTTOnPmjHr16qWWLVt67EUj2ZPL4sYoWZtLb/fbVubSl2OLVbn8/fffJcns8bZs2TJNmzZNSUlJOnPmjKpWrapbbrlFTz31lKpVq5ZnXitz6Uuckr37S0maPXu2kpOTJUkDBgzId6up3fvLosQoWZ/HIUOGaMCAAUpOTlbPnj01YMAA/etf/1JqaqpmzpypWbNmScq9Rf/yyy+XZH0uvYlRsjaXFSpUkCSdPn26wHYnT540Xx8+fDjPKPSBzqW3MUZERAQkl3acjxf3ukmS3nnnnWJdN/kao7fHNW/y2blzZ/Xu3dvtvqggpeX6E0DpQxGyFHD+CnbppZcW2O6SSy6RlHuLQHp6uvkrp1X+/PNPnTlzRlJuT4CuXbvq3nvvVY0aNZSamqqvv/5akydPVlpamuLj4zV37lzVqlUrILF4U9hz/bXRtafchYKDg1W+fHmdOnXK/MXZW97EKf190p2dna06deqob9++at68uUJCQrR+/Xq9//772r59u+bNm6eIiAj9v//3/3yK05OcnByNGDHCPHnq2rWrJHty6U2ckr25fOSRR/Tbb7+Z/69evbrGjh2ra665xpxmdy6LEqNkTx4nTZqk3377TVdffbXHZ4G6siOXxY1RsjaX3u63rcylL8cWq3LpfMRDZGSkXn75ZbPHsFNqaqpmzZqlRYsW6YMPPrBtG/clTsne/WVOTo4+/fRTSbk9DG+//fZ8bezeXxYlRsn6PHbo0EHjxo3T66+/rqSkJPXo0SPP+9WrV9fAgQMVFxdnTrM6l97EKFmby3/961/aunWr1q9fr4yMDLfPrpSkn3/+2Xx96tQpS3PpbYxSYHJpx/l4ca+bJBX7usnXGL09rnmTT0+35RemtFx/Aih9uB27FHDeluLpRMIpNDQ03zxWOnLkiKpXr66yZcvqjTfe0IsvvqhGjRopKipKDodDQ4YM0dixYyXl/gL7xhtvWB5jQVxz5ppLd5yfRUZGRkBj8iQzM1Ph4eFq1KiR5s6dqzvuuEPVq1dXlSpV1L59e82ePdv81XTq1KnasWNHQOJ47bXXtGrVKklSp06dzNt4S1ouPcUp2ZvLQ4cO5fn/wYMH9eqrr+Yp+tmdy6LEKFmfx82bN2vChAkKDg7WmDFjCs2NZH0uvYlRsjaX3u63rcylL8cWq3Lp7HX09ddfa8aMGWrRooWmT5+ujRs3as2aNXrhhRdUoUIFnThxQk8++aQOHz5szmtlLn2JU7J3f7l48WLt3btXUu5z0dw9g83u/WVRYpTsyeOpU6fMXnIXOnbsmJKSkpSWlmZOsyOXxY1RsjaXHTt2lJR7y7Nzn3Oh//3vf/rjjz/M/2dlZVmaS29jlErOuaWv+bLiusnXGEvDNVNpuf4EUPpQhCwFnCex7p7P5MowDPO1HYPC3HjjjVq+fLk2btxojgZ3oQ4dOpgjFC9evDjP7SB2c71YKGqu7Rp8Z8KECUpKSlJCQoLb58uFhYVpxIgRknJjnTdvnl/XbxiG/vvf/2rq1KmSJIfDoVdffdV8v6TksrA4JXtzOXnyZG3atElr1qzRyJEjFRkZqS1btqhXr15av369JPtzWZQYJWvzmJGRoaefflpZWVl68sknFRMTU6T5rMyltzFK1ubS2/22lbn05dhiVS6dF5epqam67rrrNGXKFLVo0UKhoaGqVKmSunXrpg8//FBlypTR8ePHNWnSJHNeq7+X3sYp2bu/dI7iW7lyZY8jzNu9vyxKjJL1eRw5cqSeeeYZbd26VQ8++KAWLlyoTZs2aeXKlRo+fLjKlSun2bNn66GHHtLRo0clWZ9Lb2KUrM1lu3btzB8xp0yZokGDBmnjxo06efKkkpOT9dZbb+mFF17I8yiDkJAQS3PpbYyS/eeWTr7my4rrJl9jLA3XTKXl+hNA6cOeohRw/ipc2K+imZmZ5uviPvfDnwp7RoxzpLicnBy/PxDeF66/vhf2S57z/aL2bAqUgnIdExNjnmRu2LDBb+vMzMzU0KFD9fnnn0uSrrrqKk2ePDnPCWtJyGVR4nRlRy7r1q2rcuXKqVKlSrrvvvs0depUhYaG6uzZsxozZowk+3NZlBhdWZHH119/Xbt27VLjxo31xBNPFHk+K3PpbYyurPxOFne/bcf30pdjS6Bz6dpTZNiwYW6fidWyZUu1bdtWkvT999+b063MpS9xurJ6f7l//34lJSVJkm6//XaPf7+d+8uixujKijz++OOP5g9xQ4YM0UsvvaSrrrpK5cqVU7Vq1dS9e3dNmzZNYWFhSk5O1ttvvy3J2lx6G6Mrq76Tro8jWbhwoe677z5dd911uv322/Xhhx+qcePGeW5TrlChguXfS29idGXH+ZArX/NlxXWTvz7TknzNVNquPwGUHhQhSwHnYBvOUdg8cT5rpEyZMgU+n8Ru1atXN19feFuNnS58Nown58+f19mzZyVJUVFRAY/LF86HRftrRPK0tDT16NFDCxYskJQ7IuC0adNUtWrVPO3szmVR4ywOf+fSHYfDobvuukuSzNvO7M5lUWIsDl/zuGrVKk2fPl2hoaEaM2ZMsQYZsCqXvsRYHFZ8J50u3G+XtO+l5NuxxddcOn/cuOSSSwocKbVly5aScnsinjhxwpzHKdC59CXO4vD3d3Px4sXm606dOnlsZ+f3sqgxFoc/8piQkCApd4CMRx991G2bBg0a6P7775ckzZ8/X2fPnrU0l97GWBz++k5GRUVp6tSpeuGFF9SkSRNVqFBBERERatasmV566SXNmDFD2dnZZvuqVata/r30JsbiCPSxx9d8WXHdZNVnauc108V2/Qmg5GBgmlKgTp06WrdunQ4ePFhgO+f71atXt7U7vGEYBXbddx0Brnz58laEVCS1a9c2XztHhHPn8OHD5smb68h6digs185fJ/2R55SUFMXHx2v37t2SpNatW+vdd99127PQzlwWJ05XVuayII0aNdKcOXMkSfv27SuR38sLY3R9CHmg8/jNN99Iyu1Z4GnQB6dx48Zp3LhxkqTExETLculLjK4PkLfyO1nc/bYd30tfji2BzmXNmjWVmppaaO8l1wtXZ+8YK3PpS5yurN5fOntkRkdH5xn9/EJ27i+LGqMrK/KYkpIiSWrSpInHZ1RKuYXnzz77TOfPn9eePXsszaW3MdarV898z8rvZEhIiLp166Zu3bq5fd/5rMSoqChFRkba8r0sboyu7D4f8jVfVlw3+eszLcnXTKXt+hNA6cGeohRwnmTt37+/wNHynKPa1a9f35K4LjRkyBDdcMMNuu222wps5/owbG9Hhw6Eyy67zPyVctu2bR7bbd261XzdoEGDgMd1od9++02xsbFq2rSpvvrqK4/tsrOzzRN715Mlb2zfvl0PPPCAWdjr0qWLPvjgA4+FPbtyWdw4rczlpEmT1LVrV/Xt27fAdq4X/GFhYZbm0tsY7fhOeqM0bONW59Lb/baVufQ2Ritz6fzb0tLSzJFm3XF93l6VKlUkWfu99CVOu7bzU6dOmQNhxcbGFnjBbtc2XpwYrc6js4jhWsxwxzXmrKwsS3PpbYx2fCdzcnIK7R28evVqSTKL0VZ/L72JsSQdx33NlxXXTb7GWBqumUrL9SeA0ociZCnQpk0bSbknFcuXL3fbZu/evdq5c6ek3J5fdoiIiNDx48eVkpJinqBcyDAMs5dQdHS06tata2GEhXM+B2v58uXKyclx2yYxMVFS7u0rdhxwo6OjdeDAAWVkZGjlypUe2y1dutQcCdX5HfLG7t279cgjj5i33QwYMECvvvpqobeYWp1Lb+K0Mpepqan69ddftWzZsnwjzrpyjuIdHh5unuBblUtvY7Qyj6+88oqSkpI8/vvll1/Mtr179zanR0dHS7Iml77EaPX27ct+26rvpbcxWpnL//u//5OUe5xetGiRx3Y//PCDJKlx48Z5enxZlUtf4rT6u+m0YcMGMyfXXnttoe3tOI4XJ0ar8+jcXn/77bc8z2670K+//iop9xl1V1xxhSTrcultjFbncu7cuYqJiVGrVq08FvG3b99uPruvffv25nSrcultjHZt3574ki+rrpt8ibE0XDOVlutPAKUPRchSoFatWmrevLkkafz48fmezWEYhkaPHi3DMBQVFaW7777bjjDN58RJyjcCsdNHH31k/mL46KOPFjrimtXi4uIk5d4aNHPmzHzvb9y4UV9//bUkqUePHrbEf9lll5kjHy5cuNA8KXeVmpqqUaNGSZIuv/xyr59PlZmZqUGDBunYsWOSpOeee05PPfVUkea1MpfexmllLu+44w5Juc8Heuutt9y2+eabb8zeCZ07dzYf8G1VLr2N0co8litXTuHh4R7/ud6uFBISYk535sSKXPoSo5W5lHzbb1v1vfQ2RitzefPNN5uF7nfeeUepqan52ixatMgsQHfu3DnPe1bl0pc4rf5uOjl72UhS06ZNC21vx3G8ODFanUfnvCdPntTYsWPdttmxY4dmzZolKbfwcOmll0qyLpfexmh1Lps1a6bs7GxlZWWZz7F0lZGRoRdeeEFS7ufsOuqxVbn0Nka7tm9PfMmXVddNvsRYGq6ZSsv1J4BSyECpsHHjRqN+/fqGw+Ew7rjjDmPVqlXGsWPHjM2bNxtPPvmk4XA4DIfDYUybNs3WOAcNGmTG0qNHD2PdunXGsWPHjG3bthnDhw8333vooYeM7Oxsy+Lau3evue6EhIQC2z7xxBOGw+EwGjRoYLz99tvGnj17jCNHjhgJCQlGy5YtDYfDYcTGxhrp6em2xblt2zajcePGhsPhMK655hrj008/Nf7880/jyJEjxldffWW0a9fOcDgcRsOGDY1Vq1Z5Hc/UqVPNePr372+cOnWq0H+urMqlL3FalUvDMIynn37ajLN3797GL7/8Yhw7dszYuXOnMWbMGKNBgwa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      "text/plain": [
       "<Figure size 600x400 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 369,
       "width": 656
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "ddl.pl.spectratype(vdj, variable = 'junction_length', groupby = 'c_call', locus='IGH', width = 2.3)\n",
    "plt.legend(bbox_to_anchor = (1,1), loc='upper left', frameon=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0x1664f6390>"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 600x400 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 369,
       "width": 656
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "ddl.pl.spectratype(vdj, variable = 'junction_aa_length', groupby = 'c_call', locus='IGH')\n",
    "plt.legend(bbox_to_anchor = (1,1), loc='upper left', frameon=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0x16860ec90>"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 600x400 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 369,
       "width": 669
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "ddl.pl.spectratype(vdj, variable = 'junction_aa_length', groupby = 'c_call', locus=['IGK','IGL'])\n",
    "plt.legend(bbox_to_anchor = (1,1), loc='upper left', frameon=False)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### `pl.clone_overlap`\n",
    "There is now a circos-style clone overlap function where it looks for whather different samples share a clone. If they do, an arc/connection will be drawn between them. This requires the python module `nxviz` to be installed; at the writing of this notebook, there are some dependencies issues with `pip install nxviz`, therefore I've adjusted the requirements in a forked repository which you can install via: `pip install git+https://github.com/zktuong/nxviz.git`"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Finding clones\n",
      " finished: Updated AnnData: \n",
      "   'uns', clone overlap table (0:00:00)\n"
     ]
    }
   ],
   "source": [
    "ddl.tl.clone_overlap(adata, groupby = 'leiden', colorby = 'leiden')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<nxviz.plots.CircosPlot at 0x165c299d0>"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 800x800 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 687,
       "width": 667
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "ddl.pl.clone_overlap(adata, groupby = 'leiden', colorby = 'leiden', return_graph=True, group_label_offset=.5)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Other use cases for this would be, for example, to plot nodes as individual samples and the colors as group classifications of the samples. As long as this information is found in the `.obs` column in the `AnnData`, or even `Dandelion.metadata`, this will work."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python (dandelion)",
   "language": "python",
   "name": "dandelion"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.8"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
