{ "cells": [ { "cell_type": "markdown", "id": "39ecf5b6-44cb-4779-8542-0a5af444ec7a", "metadata": {}, "source": [ "## 2. Components of `earthkit-plots`" ] }, { "cell_type": "markdown", "id": "cda0d60d-f1a7-4ea0-b21a-7702ba74c684", "metadata": {}, "source": [ "In the previous section we learned how to plot data with the `quickplot` and `quickmap` modules, which use pre-built templates to make it possible to produce detailed visualisations in a single line of code.\n", "\n", "However, we very often actually need to build a chart from the ground up. This section explores the core components of earthkit-plots visualisations, and how you can build your own plots from their constituent components." ] }, { "cell_type": "markdown", "id": "0144e607-da2a-4ea2-8626-55692dbda9d6", "metadata": {}, "source": [ "### Subplots and Maps" ] }, { "cell_type": "markdown", "id": "8ba3ee4f-fdc5-496f-a2ea-45fd62bf4f56", "metadata": {}, "source": [ "The two most common types of plots that you will generate with earthkit-plots are the `Subplot` and the `Map`. These are the individual axes on which each plot will be visualised.\n", "\n", "You may already be familiar with subplots from *matplotlib*. The concept is similar here, except that you do not need to define an overarching figure on which to put your subplots - if you're only producing a sinlge set of axes, you can start directly from the `Subplot` class." ] }, { "cell_type": "code", "execution_count": 1, "id": "844eebbe-a776-49d1-a0e4-d9c5c308b17d", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import earthkit.plots\n", "\n", "subplot = earthkit.plots.Subplot()\n", "subplot.line([1, 3, 2, 5, 4, 7])\n", "subplot.line([i+1 for i in [1, 3, 2, 5, 4, 7]])\n", "subplot.line([i+2 for i in [1, 3, 2, 5, 4, 7]])\n", "\n", "subplot.show()" ] }, { "cell_type": "markdown", "id": "31174c60-d118-4aab-a245-2438e50be03b", "metadata": {}, "source": [ "A `Subplot` is designed for plotting data on cartesian coordinates, whereas the `Map` is a special type of subplot specifically designed for plotting data using geospatial coordinates (e.g. latitude and longitude)." ] }, { "cell_type": "code", "execution_count": 2, "id": "45a00333-40df-4c76-ac97-247eded2a9d0", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "subplot = earthkit.plots.Map()\n", "subplot.line(\n", " x=[-10, -5, 0, 5, 10, 15, 20],\n", " y=[30, 35, 40, 45, 50, 55, 60],\n", ")\n", "\n", "subplot.land()\n", "subplot.gridlines()\n", "\n", "subplot.show()" ] }, { "cell_type": "markdown", "id": "098eefdb-a7be-4064-9e24-bb64b072348a", "metadata": {}, "source": [ "### Figures" ] }, { "cell_type": "markdown", "id": "c9a56aba-0041-4ca4-be9d-29c8422a745f", "metadata": {}, "source": [ "A `Figure` in earthkit-plots represents the overall \"canvas\" onto which everything is plotted. When instantiating a figure, you can pass the number of rows and columns of subplots that you would like to make available for plotting.\n", "\n", "Much like in matplotlib, adding subplots to a figure is achieved with the `add_subplot()` method. You can pass this the specific row and column where you would like to place the subplot - but if you omit this information, earthkit-plots will place the subplot in the \"next\" available row/column position (moving left-to-right, top-to-bottom)." ] }, { "cell_type": "code", "execution_count": 3, "id": "ffa1f21d-43f2-4070-a64d-19286d6cf297", "metadata": {}, "outputs": [ { "data": { "image/png": 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UwzQ03vauF0QPTlYzjGfPHM1vprwAcQwAcBsVFWbNf/FnWxgH+OqRGSPqPYxrKiq2bZSPh7LFcuIfkzFRYY6jF5wnbdiOFpbpifk/KSOrgDD2MsQxAMAt1Azjh+8boZ7dXBvGNRUVlyslLVNJqRm/C+UO0WGOoxe8VVfDUlhUpjnzToTxrIdGc07dixDHAADDVVSY9ey/fta6jfYwvneEenY3NoxrKiwqc2yUN23NqxHK4Y6jFy0JZa9WWGTbGKdnFii0WaBmzzyPMPYyxDEAwFAVFWb9Y+FKrd2wXwEBvnrEDcO4psKiMqWkZSkxNV2btuRV+4TXjjHhjqMXLSNCDJwSzlZUXK45835Sema+LYwfGs1bAHoh4hgAYJjKSrOe/deJMH743uHq1b2V0WPVydHCMqWsyVRSSoY2ba0eyp06hNuOXsRFKZJQ9mgnh3GzpoGaM5Mw9lbEMQDAEDXDeOb04erdw7PCuKajhWVKSctUYkq6Nm87UCOUmzuOXkS0IJQ9SVFxuZ6Y/5P2ZdjCePbM0Xy6ohcjjgEALldZaTtKsWb9fvn72zbGnh7GNR0tLNOq1RlKTM3Qlhqh3Lljcw2Ni9aQuPaEspsrKi7Xk8/+pL3ptjCe9dBotW9LGHsz4hgA4FKVlWY9t/AXpa3P9towrqngaKlWpdmOXmzZnqeT/8nbpWNzJcRHa0hclCKaBxs3JH6HMG6YiGMAgMtUVpr13Eu/KG2dLYxnTj9XfXq2Nnosl8ovKHUcvdi640D1UO7UwvbDfIOi1IJQNpQtjJdpb/oRNW3SSLNnjlb7tqFGjwUXII4BAC5RWWXfGNvD+KF7zlXfXg0rjGvKLyh1HL3YViOUu3ZuYT96EaXm4Y2NG7IBKi4p1xPzCeOGijgGANS7yiqznn/pV61emyV/Px89NH14gw/jmvILSpW8OkNJKenatvNgtVCO7dzCcfSieRihXJ+KS2wb4z37bGE866HRimoXavRYcCHiGABQryqrzFrw0q9KJYxr7Uj+Ma1ananE1HRtrxnKXSI0ND5KgwcRys5WUlKhJ//xk3bvPaImTRppNmHcIBHHAIB6U1ll1oKXf1XqGlsYP3jPuerXu43RY3mUw/nHbEcvUjK0fedBx3WTyR7KcdEaPKi9wgnlM1IzjGc9OErR7cOMHgsGII4BAPWiqsqiBa/8qpS0TPn7+eiBaeeqfx/C+EwcPnLMcfRi+65Djusmk9StS4Tt6MWgKIWFBhk4peexhfEy7d57WE1CGmnWQ4RxQ0YcAwCcjjCuf4cOlziOXuyoGcpdIzU0znb0glD+ayXHKvT3fyzTrj2EMWyIYwCAU1VVWfTPV37VqrRM+fn56EHCuN4dOlyiZPvRi527q4dy966RGhofrfiB7QnlGmqG8d8eHKWYKMK4oSOOAQBOU1Vl0T8X/apVq4+H8Tnq36et0WM1KAcPlyg51Xb0Yueew47rJpNJPWIjlRAfpcED2yu0WcMO5ZJjFXrqH8u0c89hhQQHaNZDowljSCKOAQBOUlVl0QuLflPy6gz5+fnogbvP0YC+hLGRDh4qVnKq7ejFrpqh3O3E0YtmTQMNnNL1jpVW6u//WKaduw8pJDhAf3twlDpEhxs9FtwEcQwAOGNVVRa9+OpvSkq1hfH9d52jgf0IY3dy4GCx4+jF7r3VQ7lntxNHL7w9lE8O4+DgAM0ijFEDcQwAOCNms21jnJSaIV9fHz1w9zAN7NfO6LHwF/IOFtuOXqSma/feI47rJpNJvbq3VEJ8lOIHeF8oHyut1FPPLdOOXYQx/hxxDAA4bWazRS+8+puSUghjT5V3oMixUd6z70Qo+/iY1LN7Sw2Ni1b8wHZq2sSzQ7nUHsbb7WH8twdGqWMMYYzfI44BAKfFbLboxVcTlZiSLl9fH91/1zAN6k8Ye7K8A0VKSrWF8t706qHcq3tLx9GLJiGNDJyy7qqFcWPbGWPCGH+GOAYA1JnZbNG/XkvUb6tsYTzjrmGKI4y9Su6BIiWl2I5e7E3Pd1z38TGpd49WSoiL8ohQLi2t1FPPL9f2nQcV3DhAjz84Up1imhs9FtwYcQwAqBOz2aJ/LU7Ub8n2MJ56tuIGtDd6LNSjnLwiJaemKzElQ/syToSyr69Jvbq30tD4aMUNaOd2oVxaWqmnFyzXth32MH5gpDp1IIzx14hjAECtmc0WLVycpF+T98nX16QZU4cRxg1MTm6h4+hFemb1UO7d40QohwQbG8qlZZV6+nlbGDcO8tffHhxFGKNWiGMAQK2YLRYtfO1EGN935zDFDySMG7L9uYWOoxfpmQWO676+PurT03b0wohQLi2r1DPPL9dWexg//sAode5IGKN2iGMAwCmZLRa9tDhJvyTZwvjeO4dpMGGMk2TnFDqOXmRkFTiuHw/lofHRiuvfTsHBAfU6R2lZpZ5ZsEJbtx9QUJC/Hn9gpLp0bFGvz4R3IY4BAH/pd2E85WwNHhRl9FhwY9n7jyopNUNJqb8P5b69bKE8qJ/zQ7msvEpPP7+cMMYZIY4BAH/KbLHo5deTtTJxr3x8bGE8JI4wRu1lOUI5XZlZRx3X/fx81LdnayXER2lQ/3YKbnxmoVxWXqVnnl+uLcfD+P6R6tKJMEbdEccAgD9ktlj0yhvJ+vk3whjOkZl9VMmp6UpKzVBmdo1Q7tXatlHu306Ng/zrdN+y8irNXbBCm7flKSjQT4/dP0pdOxPGOD31FsezZs3SE088ob179yomJqY+HgEAqCe2MF6ln3/bIx8fk6ZPOVsJhDGcKDO7QEkpGUpMTVf2/kLHdX8/H/Xt3UZD46I0sBahXF5epWf+uUKbtxLGcI56iePdu3erd+/eKi0tJY4BwMOYLRYtenOVVvxqD+M7zlJCfLTRY8GLZWYXKDElQ0kp6crOqR7K/Xq3sR296NdOQTVCuWYYP3r/SMV2jnD1+PAy9RLHl1xyiSIiIvT2228TxwDgQSwWqxYtSdbyX2xhfM8dZ2koYQwXsVqtysw+qsSUdCWlZGh/bo1Q7tNGQ+OjNbBvW/n4mDT3nyu0aWueAgP99NiMkYrtQhjjzDk9jr/44gvde++9+vbbb9W9e/c6xTHHnwHAOLYwPrExnvZ/QzV0MGEMY1itVmVmHVWi/YxyTm6R42v+/r4KDwtS3oFiBQb66dH7RhDGqBWTyXTq1zgzjktLS9W9e3f985//VL9+/dShQ4c6xXF+fv6pXwQAcDqLxap3P96o31ZlyWSSbruxn+L6tzF6LECSLZSzc4q0el2OVq/L0YGDxyRJjRr56p7/i1PnjuEGTwhPERYWdsrXODWOH3vsMaWlpenbb7/Vvn376hzHbI4BwPUsFqteeytFy37ZLZPJpGm3J+iswTFGjwX8IavVqvTMAq3bmKN+vVsrJurUsQMcV5vNsZ+zHrZz5069+OKLSktLO+171GZgAIDzWCxWLX775DAeqrOHxBg9FvCnTCaTOkSHq0M022LUDx9n3ej5559XSUmJ+vfvr5CQEPXs2VOS1LNnTz399NPOegwAwEksFqteeztFP620hfHd/5dAGANo8Jx2rOLAgQMqLDzxU6XZ2dkaPny4VqxYod69eys8nN/hAYC7sFisWvxOipau2GUL48kJGja0g9FjAYDhnHasIjIyUpGRkSdu7Ge7dXR0NGEMAG7EYrHq9ZPC+C7CGAAcnHasAgDg/iwWq15/N1U/rtglk0m6a3KCziGMAcCh3j4+GgDgXqxWWxj/sGynTCZp6m0JOvesjkaPBQBuhc0xADQAhDEA1A5xDABezmq16o2TwvjOSYQxAPwZ4hgAvJjVatUb763W9/YwnnLrEA0/mzAGgD9DHAOAl7JarXrzvdX6/qcdjjAeMayT0WMBgFsjjgHAC1mtVi15P03f2cP4jomEMQDUBnEMAF7GarVqyQdp+nbpdkm2MB55DmEMALVBHAOAF7FarXrrgzR9++PxMB5MGANAHRDHAOAlrFar3v5wjb45KYxHndvZ4KkAwLMQxwDgBaxWq97+aI3+98M2SdLttxDGAHA6iGMA8HBWq1XvfLRG//veFsb/d0u8Rg8njAHgdBDHAODBrFar3v33Wn19PIxvjtd5w7sYPBUAeC7iGAA81PEw/uq7rZKkyTfF6bwRhDEAnAniGAA8kNVq1Xsfnwjj226K0/kjuxo8FQB4PuIYADyM1WrV+5+s03+/tYfxjXG6gDAGAKcgjgHAgxwP4y+/2SJJmnTDIF0wijAGAGchjgHAQ1itVn3wn+phfOHoWIOnAgDvQhwDgAewWq368NP1+uJ/tjC+lTAGgHpBHAOAmzsexp9/vVmSdOuEQbqIMAaAekEcA4Abs1qt+uizE2E8ccJAXXQeYQwA9YU4BgA3ZbVa9e/PNuizr2xhfMv4gbr4vG4GTwUA3o04BgA3ZLVa9e/PN+jTrzZJkm4ZN1CXnE8YA0B9I44BwA19/MVGffpfWxjfPG6ALrmAMAYAVyCOAcDNfPz5Bv3ny42SpJuuH6BLL+hu8EQA0HAQxwDgRj75YoM+OR7GYwfosgsJYwBwJeIYANzEJ19u1Mdf2ML4xrH9ddlFhDEAuBpxDABu4D9fbtTHn2+QJN1wXX9dflEPgycCgIaJOAYAg3363436tyOM++mKiwljADAKcQwABvr0v5v00We2MJ5wbT9dcXFPgycCgIaNOAYAg3z21SZ99Nl6SdL4a/ppzCWEMQAYjTgGAAN8/vUmffjp8TDuqysvJYwBwB0QxwDgYp9/vVkf/McWxuOu7qsrL+1l8EQAgOOcHsdZWVm68sorFRoaqpiYGM2dO9fZjwAAj/XF/zbrg/+skyRdf1VfXXUZYQwA7sTPmTezWCwaM2aMYmJitGrVKqWnp2vcuHGKjo7WuHHjnPkoAPA4X36zWe9/sk6SdP1VfXT15YQxALgbk9VqtTrrZtu3b1e3bt2Uk5OjVq1aSZLuvPNOFRQU6IMPPnDWYwDA43z5zRa99/FaSdLYK/vomit6GzwRAOCPOHVz3KVLFxUVFSkkJMRxzd/fXyUlJbX6fid2Oryc1WrVqtWZ2rrjgLrHRqp/7zZq1Mip/3MGnOa/3251hPF1Y3rr6st78fc7ADCAyWQ69WucuTmuae3atTr//PO1ePFijRkz5pSvz8/Pr69R4EUKi8r1/iebtHZjnuNaowBf9e4ZqUH9WqtXtwgFBPgaOCFwwg/L9+g//90mSbrsgi667MIuBk8EAA1XWFjYKV9TL3H86aef6oYbblBZWZluvfVWvfHGG7X6PjYp+CtWq1WJKel68700FRWXy9fXpIS4KG3fdUgHD534txONGvlpYL+2GhoXpX69WysggI0yjPHVd1v17r9tG+Nrruil68b0MXgiAGjYDNscFxcXKzs7Wxs3btTUqVP197//XZMnT3b2Y9CAHC0s0+J3UrRqdaYkKSYqTFNvS1BMVJisVqt27z2ixJR0JaWm69DhY47vCww8HsrR6te7DRtluMxX323VOx+tkSRdc0Vvjb2SMAYAT1Cvxyokae7cufr444+1Zs2a+nwMvFhiSrpefzdVRUW2bfFVl/bSlZf1lL/f70PXarVq197DSkrJ+F0oBwX6aWC/dhoaH6W+vQhl1J+vv9+qtz+0/T3v6st7aeyVfWq1rQAAGM+p/755xYoVmj59utauXev4B4Gvr68aNWrkzMeggThaWKY33k1VUmqGJCm6faim3pagDtHhf/o9JpNJXTq2UJeOLXTj2P7ateewfaOcocNHjunX5H36NXmfggL9NKh/OyXER6tvz9aEMpymWhhfRhgDgKdx6ub4yJEjio2N1fjx43X33XcrKytLN998s6ZNm6YZM2Y46zFoAJJSM/T6OykqLCqXj49JV17aU1df3usPt8W1YbFYbaGcmq5keygfFxTkr0H92mpofLT69motf39CGafnf99v01sfpkmSrrqsp66/qi9hDAAexunHKtLS0jRjxgylpaUpPDxckyZN0qOPPipfX4IDp1ZYVKY33l2txJR0SVJUO9u2uGPMn2+L68pisWrnnkOOoxdH8ksdXwsK8ldcf9vRiz49CWXU3v9+2Ka3PrCF8ZWX9tS4qwljAPBE9X7mGKitVasztPidVB0tLJOPj0ljLumhay7vXa+BarFYtXP3IcfRi/yCE6HcOMhfcQPaKSEuWn16tTrtrTW83zc/btOS9wljAPAGxDEMV1RcrjfeS9VvybZtcfu2zTT1tgR16tDcpXNYLFbt2H1QiSkZSq4RysGNAzTIvlHu3ZNQxgnf/rhdb76/WpI05pIeGn9NP8IYADwYcQxDpaRl6rW3U3S0sEwmk21bfO0V9bstrg2Lxartuw4qKSVDyat/H8pxA2yh3KsHodyQfbt0u958zxbGV1zcQxOuJYwBwNMRxzBEUXG5lry/Wr8k7ZMktWtj2xZ37ujabXFtWCxWbd95UIkp6UpenaGCo2WOrwUHByjefvSid49W8vPzMXBSuNJ3S7frDcIYALwOcQyXS12bpdfeWqWCo7Zt8eUXddd1Y/p4xNupmS0Weyjbjl4cLTwRyiHBAYob0N62Ue5OKHuz73/aodffTZUkXX5Rd91wXX/CGAC8BHEMlykuKdeS99O0MnGvJKlt66aaeluCunRqYfBkp8dssWjbjoNKSklX8urM34Vy/MD2GhofrZ7dWhLKXuT7ZTv0+ju2ML7swu66cSxhDADehDiGS6Sty9Krb6Uov6BUJpNJl13YTWOv7OsR2+LaMFss2rb9oBJT07XqD0J58MD2SoiPVq/uLeXrSyh7qh+W7dBiwhgAvBpxjHpVUlKhJR+k6eff9kiS2rSybYu7dvbMbXFtmC0Wbd1+QIkpGVq1OkOFReWOrzUJaWTfKEepZzdC2ZP8uHynXns7RZJ06QXddNP1AwhjAPBCxDHqzZr12Vq0ZJV9WyxdekF3jb2qjxoFOPVTy92a2WzRlu0HbEcv0jJVdHIoN2mkwfajFz1iIwllN/bjip167S1bGF9yQTfdTBgDgNcijuF0JSUVevujNC3/xbYtbt2yiabelqDYLhEGT2as46GcmGI7elFUfCKUm9pDOYFQdjvVwvj8brp5HGEMAN6MOIZTrd2wX4uWJOtIvm1bfPH53TTuqr5q1KjhbItrw2y2aPO2PCWmZCgl7Q9CeVCUhsZHqXtspHx9CGWjLF2xS6++tUqSdPF5sbpl/EDCGAC8HHEMpyg5VqF3PlqjZSt3S5JatWyiOycNUfeukQZP5v6qqmyhnJSSrlVpmSouqXB8rVnTQA0e1F5D46LVLTaCUHahn37epUVLCGMAaGiIY5yx9Zty9MqbyTp85JhMJumi0bEaf00/tsWn4XgoJ9pDuaRGKA8ZZDt60a0roVyfTg7ji86L1UTCGAAaDOIYp+1YaaXe+WiNfvp5lySpZWSIpk5KUPdYtsXOUFVl0aatubajF2uqh3Jos0DH0YvYLoSyMy1buVuLliTLarX9Rm/iBMIYABoS4hinZf2mHC1akqxDh49Jsm+Lr+2nQLbF9aKyyqxNW/KUlJqulLQslRyrHspDBkVpaHy0YrtEyMeHkDtdy3/ZrVfetIXxhaO66tYbBhHGANDAEMeok9LSSr377zX6cYV9WxwRoimThqhnt5YGT9Zw2EI51/HDfMdKKx1fCwsN0pBBUUqIj1JsZ0K5Lk4O4wtGddUkwhgAGiTiGLW2cUuuXnkjWQcPl0iyBcSEa/spKNDf4MkarsoqszZutoVy6po/COU429GLrp0I5b+y4tc9evmNJFsYj+yiSTfGEcYA0EARxzil0rJKvffxWv2wbKckKaJFsO6cNES9urcyeDKcrLLSrA2bc21HL9ZkqfSkUA4PC3IcvejSqQWhfJKTw/j8kV10G2EMAA0acYy/tGlrrl5+I1kHD9m2xeeP7KIbruvPttjN2UI5x7ZRXvv7UE6Ii1ZCXFSDD+Wff9ujl163hfF5I2xh3JD/+wAAEMf4E6VllXr/k3X6/qcdkqSI5sGaMmmIevdgW+xpKivNWr8pR4kp6Vq9NkulZVWOrzUPb6whcVG2UO7YsEK5WhgP76zbbopvUH/+AIA/RhzjdzZvy9PLbyTrwMFiSbZwuHHsAAUFsS32dBUVZq3fnKOklHSlrs1SWY1QToiLUkJctLp0au7VRwtWJu7VwsWJslql0cM7azJhDACwI47hUFZepQ8+Wadvl26XJLVo3lhTbh2iPj1bGzwZ6kNFhVnrN+1XYkqGVq+rHsotmjd2HL3o3NG7QvmXxL361+IkWa1WjTq3s/7vZsIYAHACcQxJ0pbttm1x3gHbtnjUuZ110/UD1JhtcYNQXlGl9RtzlJiartVrs1VefiKUI5oH245exEepcwfPDuVfkvbqX6/Zw/icTvq/WwYTxgCAaojjBq68vEof/Me2LbZabf9qfcqtQ9S3F9vihqq8okrrNtqOXqxeVyOUWwQ7jl506hDuUaFMGAMAaoM4bsC27jigl99IVm5ekSRp5DmddNP1AxTcOMDgyeAuysurtHbDfiWlZihtXZbKK8yOr0W0CNbQeNvRi44x7h3Kvybv04uvJspqtWrkOZ10O2EMAPgTxHEDVF5epQ8/W69vftgmq9X21l53TByi/n3aGD0a3Fh5eZXWbNivpNR0rVmXXS2UIyNCbBvl+Ch1jHavUP4teZ9esIfxiGGddMdEwhgA8OeI4wZm+86Deun1JOXYt8UjhnXUzdcPVHAw22LUXll5ldauz7ZtlNdnq+KkUG4ZEaKEeNvRiw7RYYaG8m+r9umFRcfDuKPumDiEMAYA/CXiuIEor6jSvz/boK+/3yqr1fbRwndMHKwBfdsaPRo8XFl5ldasz1ZSSobWbKgRypEhjqMXMVGuDeXElHS9sOg3WSxWDT+7o6bcShgDAE6NOG4Atu86qJdfT9b+3EJJ0rlnddQt4wcoJLiRwZPB25SWVdpCOTVDa9bvV2XliVBu1bKJ/Yf56j+Uk1LS9U97GJ97VkdNmTRYvj4+9fY8AID3II69WEWFWf/+fL2++m6brFarwkKDdPstgzWwH9ti1L/SskqtWWcP5Q3VQ7l1yyaOoxfR7UOdGsrVw7iDpkwaQhgDAGqNOPZSO3cf0kuvJyk7x7YtPmdoB02cMJBtMQxRWlqpNPtGee36bFVWWRxfa92qiYbGRSshPkpR7c4slJNSM/TPV36VxWLVOUM76M7bCGMAQN04PY7T09N1zz33aOXKlQoKCtLYsWP1zDPPqFEjoswVKirM+viLDfrvt1tltVoV2ixQt98yWIP6tzN6NECSLZRXr8tSUmqG1m3YXy2U27Rqat8o1z2Uk1MztIAwBgCcIafGcWVlpfr27avevXtr1qxZys3N1YQJE/R///d/mjNnjrMegz+xa89hvfR6krL2H5UkDUuI0cQJg9QkhN+YwD0dK61U2lpbKK/duF9VJ4Vy29ZNlWD/Yb72bZv9ZSivWm0LY7PZqmEJMZo6OYEwBgCcFqfG8cqVKzV69Gjl5+crODhYkvTMM8/oP//5j9LS0pz1GNRQWWnWJ19u1Bf/2yKr1apmTQN1+y3xihvQ3ujRgForOVahNPsZ5XU1Q7lNU8fRi/ZtQ6t936q0TC14+RfCGADgFH7OvFmHDh30+eefO8JYkgIDA+Xv7+/Mx+Aku/fatsWZ2bZt8VlDojXphji2xfA4wY0DdM7QDjpnaAeVHKvQavtGef2mHGXvL9QnX27UJ19uVLs2zTQ0PkpD4qK1P7fQEcZnDyGMAQBnrl5/IM9isWjQoEEaN26cHnjggVO+np8NrL3KSrM+/e8mffHNFlkstm3x5JviFD+QbTG8S/VQzpXZbPnda84aHK27JifI15cwBgD8udr8LEu9xvHs2bP1zjvvaPPmzQoKCjrl6/Pz8+trFK+SnnlUSz5cr/05xZKkQf1ba9xVPdUkhE+5g3c7VlqpdRvzlLY+R1u2H5LZbFVc/9a6dUJfwhgAcEphYWGnfE29xfHnn3+uCRMmaOXKlRo0aFCtvofN8V+rqjLr06826/OvN8tisappk0a67aY4DRkUZfRogMsVl1Qoe/9RdenUgk++AwDUimGb4/Xr1+vss8/WokWLNGHCBGffvkHam35EL72epPTMAklSQlyUJt0Yp2ZNA40dDAAAwIs4PY7z8vIUHx+vm266SU8++aQzb90gVVaZ9flXm/XZ15tkNlvVpEkjTb4xTgnx0UaPBgAA4HWcGsfl5eUaPny4QkJC9M4771RbXYeHhysggDOxdbEvI18LFycpPdN2FnvwoPaafFM822IAAIB64tQ4/vnnnzV8+PA//Nry5cv/9GuorqrKos//t1mf/nejbVsc0kiTbhykofHRZ/TRugAAAPhr9fpuFai79Mx8vfR6kvam27bF8QPba/JNcQptdup3+wAAAMCZceqHgOD0VVVZ9OU3m/XJl5tkNlsUEhygSTfG6azBbIsBAABchTh2AxlZBVq4OEl7049IkuL6t9Pkm+MVFsq2GAAAwJWIYwOZzRZ9+c0WffzFRpnNFgUHB2jShEE6OyGGbTEAAIABiGODZGYX6KXXk7R7r21bPLBfW91+y2C2xQAAAAYijl3MbLbov99u1cdfbFBVlUXBjQM0ccJAnTO0A9tiAAAAgxHHLpSZfVQvv5GkXXsOS5IG9G2j228ZrPCwxgZPBgAAAIk4dgmzxaKvv9uqf3+2QZVVFjUO8tfECYN07llsiwEAANwJcVzPsvcf1UuvJ2mnfVvcv08b3T5xsJqzLQYAAHA7xHE9MVss+t/32/TRp+tVWWVRUJC/Jo4fqOFnd2RbDAAA4KaI43qQnVOol99I0o5dhyRJfXu11h0TB6tF82CDJwMAAMBfIY6dyGyx6JsftuvDT9erstKsoEA/3TxuoEae04ltMQAAgAcgjp1kf26hXn4jWdt3HpQk9enZSnfcOkQRbIsBAAA8BnF8hiwWq779cbve/886x7b4pusHatS5bIsBAAA8DXF8BnLyivTyG0natsO2Le7ds5WmTBysiBYhBk8GAACA00EcnwaLxarvftqu9z9Zp4oKswID/XTT2AEaPbwz22IAAAAPRhzXUe6BIr38RrK2bj8gSerVvaWm3DpEkRFsiwEAADwdcVxLFotV3y/bofc/XqvyCrMaNfLTjWP767zhXeTjw7YYAADAGxDHtZB3oEivvLlKm7flSZJ6dmupKZOGqCXbYgAAAK9CHP8Fi8WqH5fv1Lsfr1V5eZUaBfjqhuv66/yRXdkWAwAAeCHi+E8cOFisl99M1uattm1x99hI3TlpiFpFNjF4MgAAANQX4rgGq/XEtrisrEoBAb664dr+umAU22IAAABvRxyf5OChYr3y5ipt3JIrSereNUJTJiWodUu2xQAAAA0BcSzbtnjpz7v0zkdrHNvi8df000WjY9kWAwAANCANPo4PHi7RojeTtWGzbVsc2yVCUycNUetWTQ2eDAAAAK7WYOPYarVq2crdevvDNJWWVcnf31fjr+mri86Lla+Pj9HjAQAAwAANMo4PHS7RoiWrtH5TjiSpa+cWunNSgtq2ZlsMAADQkDWoOLZarVr+yx699WGaSksr5e/no3FX99PFF7AtBgAAQAOK48NHjunVt1Zp7Yb9kqQunVpo6qQhatummcGTAQAAwF14fRxbrVat+HWP3vogTcfs2+KxV/XVpRd2Y1sMAACAarw6jg/nH9Nrb63SmvW2bXHnjs019bYEtWNbDAAAgD/glXFstVq1MnGvlryfppJjFfLz89HYK/vosgu7y9eXbTEAAAD+mNPjOCcnR6+99pq+//57JSYmOvv2p3Qk/5heeytFaeuzJUmdOoRr6m0Jat821OWzAAAAwLM4NY5vv/12LVmyRKGhoWrcuLEzb31KVqtVvyTt05vvr1ZJSYV8fX009sreuvyiHmyLAQAAUCtOjePIyEglJydrw4YNmj17tjNv/ZfyC0r12tspWr02S5LUMca2LY5qF+qyGQAAAOD5nBrHTz75pCRpw4YNzrztn7Jarfo1eZ/efG+1iu3b4muv6K0rLu4hPz+2xQAAAKgbt/qBPKvVWuvXFpdUaNGbyUpZY9sWd4gK0523DVF0+7A63wsAAADez2QynfI1bhXHBQUFtX5tZZVZWTkF8vEx6dILOuvCUZ3k52uq0z0AAADQcISFhZ3yNW4Vx6GhoXV6/fQ7hkmSYqJO/ScKAAAAnIpbxXFtVt0n6xAdXk+TAAAAoCHip9YAAAAAO+IYAAAAsCOOAQAAADuTlfc8AwAAACSxOQYAAAAciGMAAADAjjgGAAAA7IhjAAAAwI44BgAAAOyIYwAAAMCOOAYAAADsiGMAAADAjjgGAAAA7Dw2jg8fPqyrr75awcHBat68uWbMmCGLxWL0WHChnJwczZkzR0OHDjV6FLhYenq6xowZo/DwcLVt21b33XefysvLjR4LLpKVlaUrr7xSoaGhiomJ0dy5c40eCQaZNWuWTCaT9u3bZ/QocJFdu3bJZDJV+yMwMNCpz/Bz6t1caMqUKcrJyVFiYqJyc3N1ww03KDo6WtOmTTN6NLjA7bffriVLlig0NFSNGzc2ehy4UGVlpS666CL17t1bv/76q3JzczVhwgQ1adJEc+bMMXo81DOLxaIxY8YoJiZGq1atUnp6usaNG6fo6GiNGzfO6PHgQrt379azzz5r9Bhwsby8PIWGhmrr1q2OayaTyanP8MjNcUlJib744gvNnz9fffv21QUXXKCpU6fqgw8+MHo0uEhkZKSSk5M1f/58o0eBiyUlJWnXrl1688031aNHD40cOVLTpk3T119/bfRocIGdO3cqLS1NCxcuVGxsrM4//3yNHTtWX331ldGjwcWmTZum6667zugx4GJ5eXlq2bKlWrVq5fijZcuWTn2GR8bxrl27VFlZqd69ezuu9enTR9u2bTNwKrjSk08+qQEDBhg9BgzQoUMHff755woODnZcCwwMlL+/v4FTwVW6dOmioqIitWrVynHN399fJSUlBk4FV/viiy+0ZcsWzZw50+hR4GLH47g+eWQcFxYWSpKaNWvmuBYWFua4DsB7tW/fXpdcconj1xaLRe+++66uvvpqA6eCq/j4+CgkJMTx67Vr1+qDDz7QxIkTDZwKrlRaWqrp06drwYIFTj9rCveXl5en9PR09enTR23atNHYsWN18OBBpz7DI+PYbDb/7prJZJLVajVgGgBGeuKJJ1RQUKC77rrL6FHgQp9++qmCgoI0YMAAXX755RozZozRI8FFnnrqKXXv3p2/5g1U165dlZCQoFdeeUUfffSRduzYofHjxzv1GR75A3k+Pramt1gsjv9stVrl6+tr5FgAXOzzzz/X/PnztXLlSgUFBRk9Dlzoggsu0Lp167Rx40ZNnTpVixcv1uTJk40eC/Vs586devHFF5WWlmb0KDDI+PHjq8XwG2+8oYEDB2r//v1q06aNU57hkZvjJk2aSJLy8/Md1/Lz8xUaGmrQRABcbf369brpppu0ePFiDRo0yOhx4GIhISGKjY3VNddco3vvvVevvPKK0SPBBZ5//nmVlJSof//+CgkJUc+ePSVJPXv21NNPP23wdDBCjx49JNne4tFZPDKOu3TpIj8/v2q/c9ywYYPj/yQAvFteXp4uv/xyTZ8+XRMmTDB6HLjQihUr1K9fv2rH6Hx9fdWoUSMDp4KrzJkzR9u3b9e6deu0bt06ffPNN5Kkb775RnfccYfB08EVhg0bpk8++cTx6127dkmS07bGkoceqwgJCdEVV1yhmTNnKiIiQocOHdJLL72kp556yujRANSz8vJyjRkzRl27dtWdd96p3Nxcx9fCw8MVEBBg4HSob3369FF2dramT5+uu+++W1lZWVq4cCHvcd9AREZGKjIy0vFrPz9bxkRHRys8PNyoseBC559/vh577DG1bdtWTZo00bRp0zR8+HC1a9fOac/wyDiWpEWLFmny5Mk666yz1LhxY912222cNwMagOTkZCUnJ0v6/aZg+fLlGj58uAFTwVXCw8P13XffacaMGerfv7/Cw8M1adIkTZ8+3ejRALjAww8/rOLiYl1zzTUqKyvTiBEjtHDhQqc+w2TlLR4AAAAASR565hgAAACoD8QxAAAAYEccAwAAAHbEMQAAAGBHHAMAAAB2xDEAAABgRxwDAAAAdsQxAAAAYEccAwAAAHbEMQAAAGDn1DjevXu3ZsyYoauuusqZtwUAAABcws9ZN7rkkkv0/fffKywsTD179nTWbQEAAACXcdrmuGvXrtqyZYumTp3qrFsCAAAALuW0zfGCBQucdata25t+RFar1DEm3OXPBgAAgPdxWhw7g9VqrfVrKyrNevHVROXkFerKS3rqqst6ys/Ptx6nAwAAgCczmUynfE2d4ri8vPx3Aevj46OAgIC6TfYnCgoKav3aY6WViowIUtb+o/rPfzcpeXW6Jo7vq/ZtmzplFgAAAHiXsLCwU76mTnEcGxur9PT0atcGDx6s5OTkuk32J0JDQ+vwWmnm9JFKTEnXG++uVtb+Ij294DdddWkvXXlpT/n58S51AAAAqJs6xfG+ffvqaQyb2qy6azprcIx6dmup199J1aq0TH3y5Ualrs3S1NsSFBN16t8dAAAAAMd5xXo1tFmQZtw1TNPvOEshwQHal5GvmXO+03++3KiqKovR4wEAAMBDeEUcS7at81lDYvT8U5cqbkA7mc0W/fvzDXrkye+Vnplv9HgAAADwAF4Tx8eFhQbpgbvP0bTbhyo4OEB704/oodnf6dP/bpLZzBYZAAAAf85krcv7p3mY/IJSvfZ2ilavzZJkez/kqbclKKpdqLGDAQAAwC15dRxLtvdO/iVpn958f7VKSirk5+ej68b01uUX9ZCvr9ctzgEAAHAGvD6OjzuSf0yvvZWitPXZkqROHZpr6m0Jat+2mcGTAQAAwF00mDiWbFvklYl7teT9NJUcs22Rx17ZR5dd2J0tMgAAABpWHB93OP+YXl2ySms37Jckde5o2yK3a8MWGQAAoCFrkHEs2bbIK37do7c+SNOx0kr5+/lo7FV9demF3eTrwxYZAACgIWqwcXzc4SPHtGhJstZtzJEkdenUQlNvS1Db1k0NngwAAACu1uDjWLJtkZf/skdvfZim0tJK+fv7atxVfXXxBbFskQEAABoQ4vgkhw6XaNGSVVq/ybZFju3cQnfelqA2rdgiAwAANATEcQ1Wq1XLVu7W2x+mqbSsSv7+vhp/TV9ddB5bZAAAAG9HHP+Jg4dL9Mqbydq4OVeSFNslQlMnDVFrtsgAAABeizj+C1arVUt/3qV3PlqjsrIqBQT4avw1/XTR6Fj5+JiMHg8AAABORhzXwsFDxXrlzVXauMW2Re7eNUJTJiWodcsmBk8GAAAAZyKOa8lqterH5Tv1zr/Xqry8So0CfDXh2v66YFRXtsgAAABegjiuo7yDxXrlzWRt3ponSeoRG6k7Jw1Ry0i2yAAAAJ6OOD4NFotti/zux/YtciM/3XBtP50/ki0yAACAJyOOz0DegSK9/Eaytmw/IEnq2a2lpkwaopYRIQZPBgAAgNNBHJ8hi8Wq75ft0Psfr1V5hVmNGvnpxrH9dd7wLmyRAQAAPAxx7CS5B4r08utJ2rrjoCSpV/eWmnLrEEWyRQYAAPAYxLETWSxWfffTdr3/yTpVVJgVGOinm8YO0OjhnWUysUUGAABwd8RxPcjJK9LLbyRpm32L3LtnK02ZOFgRLdgiAwAAuDPiuJ6YLRZ99+MOffCpbYscFOinm64fqFHndmKLDAAA4KaI43q2P7dQL7+epO27DkmS+vZqrTsmDlaL5sEGTwYAAICaiGMXMFss+uaH7frw0/WqrDQrKMhfN18/QCPPYYsMAADgTohjF8rOKdRLrydp527bFrlf79a6Y+IQNQ9vbPBkAAAAkIhjlzNbLPrf99v00afrVVllUeMgf90yfqCGn92RLTIAAIDBiGODZO8/atsi7zksSerfp41unzhYzcPYIgMAABiFODaQ2WzR199v1b8/2+DYIk+cMEjnntWBLTIAAIABiGM3kJlt2yLv3mvbIg/o20a33zJY4WyRAQAAXIo4dhNms0X//XarPv5ig6qqLApuHKCJEwbqnKFskQEAAFyFOHYzmdkFWrg4SXv2HZEkDezXVrffMlhhoUEGTwYAAOD9iGM3ZDZb9OU3W/TxFxtlNlsUHBygSRMG6eyEGLbIAAAA9cjHWTfasGGDRo0apWbNmikmJkZPP/20s27d4Pj6+uiqy3pp3uwL1SE6XCUlFXrxtUQ9++JK5ReUGj0eAACA13LK5vjIkSPq1q2bxo0bp6lTp2rLli2aMGGCFi5cqIkTJzpjzgarqsqiL7/ZrE++3CSz2aKQ4ABNujFOZw2OZosMAADgZE6J43feeUePPvqo0tPT5eNjW0bffvvtOnTokD799NMzHhJSema+Fi5O0r6MfElS/MD2mnxTnEKbcRYZAADAWZxyrGLw4MF69913HWEsSYGBgfL393fG7SEpun2Ynvnbhbruyj7y9TUpJS1T9z36P/22ap84No6GqKi4XFu3H5DZYjF6FACAF6mXH8grKSlRbGysFixYoGuvvbbW30fk1c6+jHy99HqS0jMLJEmDB7XXbTfGqVnTQGMHA+pZUXG5UtdkKSk1Qxu35MpisWpIXJTuuX2ofH2d9iMUAAAvVZsjqXWK4/Ly8t8FrI+PjwICAqpdmzhxorZv367ffvutTudi8/Pza/3ahq6qyqJvlu7SNz/ulsViVUhwgMZf01OD+rU2ejTAqUpKKrR2U57S1uVq645DslhO/D3IZJKsVmlQv9aadENfAhkA8JfCwsJO+Zo6xXFMTIzS09OrXRs8eLCSk5Mdv37hhRf0xBNPKC0tTTExMbWfVmyOT8fe9CN66fVkZWQVSJKGxEXpthsGqSlbZHiw4pIKpa7JVHJqhjZsyZXZfOLvDdHtQ5UQH62EQe2VnVuo5xb+KrPZoqHxUbr7/9ggAwD+nNM3x6fy/fffa8yYMfr22281fPhwZ90Wp1BZZdan/92kz7/eLIvFqqZNGmnyTfEaEhdl9GhArRWXnDgysWFzrszmE2eJo9uHKiEuWgnxUWrTqmm170tdm6XnFv4is9miswZHE8gAgDPitDjeunWrEhIS9Nxzz2nSpEnOuCXqaPe+w3rp9SRlZh2VJA2Nj9akGwepaRO2yHBPJSUVSl2bpaTUdK3fVD2Io9qFamh8lIbERatt66Z/cRcpdU2mnnvJtkE+a0i07p5MIAMATo/T3uc4Pj5ew4YN0zPPPFPtaxEREfL19T3TR6CWKivN+s9/N+qL/22RxWJVs6aBmnxzvAYPbG/0aIAkqeRYhVavzVJSSobWbcqpFsTt2zXT0LhoJcRFqW2bZnW6ry2Qf5HZbNXZQ2J01+QEAhkAUGdOieO3335bt9xyyx9+be/evXU+e4wzt3vvYS1cnKSs/bYt8llDojXphjg1CWlk8GRoiBxBnJqh9ZtyVFV1UhC3bWY7QxwXpXZ1DOKaUtIy9fzLJwXy/yXI14dABgDUXr28lRvcQ2WlWZ98adsiW622LfLtt8QrbgBbZNS/Y6WVjiBet3F/tSBu26apzoqP1pC4aLVve2ZBXNOqtEwtsAfysIQYTZ1MIAMAao84bgB27jmkl15PUvb+QknSsIQYTZwwiC0ynO5YaaXSTgriypODuHVTJcRHa2h8lNq3Da3XOVatztCCV34lkAEAdUYcNxAVFWZ9/MUG/ffbrbJarQptFqjbbxmsQf3bGT0aPFxpaaVWr7MH8YbqQdymVVMlxEdpaLxtQ1yX9z0/U8mptkC2WKw6Z2gH3XnbEAIZAHBKxHEDs3O3fYucY9sinzO0gyZOGKiQYLbIqL3S0kqlrc9WUmqG1q7PrhbErVs1sf1QXXyUotqFujSIazo5kM89q4OmTCKQAQB/jThugMorqvTx5xv01XfbZLVaFRYapNtvGayB/doaPRrcWGlZpdasz1ZSSobWbNivykqz42utWzZxbIiNDuKaklIz9E9HIHfUlEmDCWQAwJ8ijhuw7bsO6qXXk5STWyRJOvesjpo4fqCCgwNO8Z1oKMrKq7RmfbYSU9K1dsN+VVScCOJWLZsoIc4WxNHt3SuIa0pKSdc/F/0mi8Wq4Wd31B23EsgAgD9GHDdw5RVV+vdnG/T191tltUrhYUG6Y+Jg9e/DFrmhKiuv0tr12UpMydCaDdl/GMQJcVGKiQpz6yCuKTElXS/YA3nEsI66Y+IQ+fh4zvwAANcgjiFJ2rbzgF5+PVk5ebYt8ohhHXXzuIEKbswWuSEoL6/Smg37lZSSrjXrs1V+UhC3jAxxbIg9LYhr+m3VPr34aiKBDAD4U8QxHMrLq/ThZ+v1zQ/bZLVKzcMb646Jg9WvdxujR0M9KC+v0toN+5WYmq4162oEcUSIhtiDuEO0ZwdxTb+t2qcXFiXKarVqxLBOumPiYAIZAOBAHON3tu44oJffSFaufYs88pxOuun6AWyRvUB5RZXWbdivxJQMpa3PVnl5leNrkRG2DXFCfJQ6Rod7VRDX9FvyPr3wqi2QR57TSbffQiADAGyIY/yh8vIqffCfdfp26XbHFnnKrUPUt1dro0dDHZVXVGndxhwlpaRr9brqQRzRIthxZKJjjHcHcU2/JtuOWFitVo06p5P+j0AGAIg4xils2Z6nl19PVt7BYknSqHM766brB6hxkL/Bk+GvVFSYtW6j7chE2rpslZWdFMTNgx1HJjp1aFhBXNMvSXv1r9eSbIF8bmf9383xBDIANHDEMU6prLxKH3xi2yJLUovmti1yn55skd1JRYVZ6zfZjkysXpdVLYhbNG+sBPsHc3Tu0LxBB3FNvyTu1b8W2wJ59PDOmnwTgQwADRlxjFrbvDVPL7+ZrAP2LfJ5wzvrxrEDFMQW2TAVFWat32w/MrE2S6UnBXHz8MaOIxOdOxLEf2Vl4l4ttAfyecM76zYCGQAaLOIYdVJaVqn3P1mn73/aIcn2r+inTBqi3j1aGTxZw1FZadb6TTlK/JMgHhIXpaFxtiAm8GrPFsiJslql80Z00W03xvHfHwA0QMQxTsumrbl6+Y1kHTxUIkm6YGQXTbiuv4IC2SLXh8pKszZszlFiSoZS12aptLTS8bXm4Y01ZJDtXSa6dGxB0J2Bn3/bo5deT5LVKp0/0hbIbNwBoGEhjnHaSksr9d4na/XDsp2SbG8FduetQ9Sze0uDJ/MOlVVmbdiUq6TUdKWuydKxk4I4PCxIQwbZjkx06UQQOxOBDAANG3GMM7ZxS65efiNJhw4fkyRdOKqrJlzXX4GN/AyezPNUVpm1cXOubUO8JrNaEIeFBtnfZSJKXTtFEMT1aMWve/TyG7ZAvmBkF00ikAGgwSCO4RSlpZV6999r9OOKXZJsn7A2ZdIQ9ezGFvlUKqvM2rTleBBnqeRYheNrYaFBjiMTsZ0JYlda/stuvfJmsi2QR3XVpBsGEcgA0AAQx3Cq9Zty9MqbyTp8xLZFvui8WI2/ph9b5BqqqizauMV2ZCIlrXoQhzYLdByZiO1CEBvp5EC+cFRX3UogA4DXI47hdMdKK/XOR2v008/2LXJkiKZOSlD32EiDJzNWVZVFm7baNsQpazJVUlI9iAcPsh2ZiO0SIV8fHwMnxcmWrdytRUtsgXzR6FhNnDCQQAYAL0Yco96s27hfi5as0uEjx2QySRef103jru6rRg1oi1xVZdHmbXlKTElXSlqmik8K4mZNAzVkUHslxEerW1eC2J0tW2nbIEu2fxsycTyBDADeijhGvSo5VqF3PlqjZSt3S5Jat2yiO28bom5dvHeLbDZbtGlrnpJS0rXqD4J48KD2GhoXrW6xBLEn+ennXVq0ZJUk6eLzYnULgQwAXok4hkus3ZCtRUtW6Uh+qUwm6ZLzu+n6q/uqUYB3bJHN5uMb4gylpGWqqLjc8bWmTRo5jkx0j40kiD3YyYF8yfnddPO4AQQyAHgZ4hguU1JSobc/StPyX/ZIklq3aqKpkxIU2yXC4MlOj9ls0ZbtB5Ro3xAXFdUI4oG2IxM9YiPl60sQe4ulK3bp1bfsgXxBN918PYEMAN6EOIbLrVlv2yLnF9i2yJde0F1jr+rjEVvk40F8/MhE4UlB3MQexEMJYq/344qdeu2tFEnSpRd0000EMgB4DeIYhiguKddbH6zRz7/ZtshtWjXV1NsS1LVzC4Mn+z2zxaKt2w8oMSVDq1ZnVA/ikEaKH9heQ+Oj1LNbS4K4Aflx+U699rYtkC+7sLtuHNufQAYAL0Acw1Bp67L06lsp9i2ySZdf1F3XjemjgABfQ+cyWyzatv2gElPTtWp1po4Wljm+1iSkkeIHtFNCfLR6dmspPz+CuKH6YdkOLX4nVRKBDADegjiG4YqKy/XWB2lambhXktS2jW2L3KWja7fIZotF23YcVFJKupJrBHFIcIB9Q0wQo7rvl+3Q6/ZAvvyi7rrhOgIZADwZcQy3kbo2S6+9tUoFR8tkMpl0xcW2LbK/f/1tkc0Wi7bvPOg4MlFw9EQQBwcHKH6A7chEr+6tCGL8qe9/2qHX37UF8hUX99CEa/sRyADgoYhjuJWi4nIteX+1fknaJ0lq16aZpt6WoM4dmzvtGRaL1R7E6Ur+wyBup4S4aPXuQRCj9r5bul1vvLdaEoEMAJ6MOIZbSknL1Gtvp+hoYZl8fEy64uIeuvaK3qe9RbZYrNq+66CSUjKUvDpD+QWljq8FNw5Q3IB2tg1xj1by9zP2vDM818mBPOaSHhp/DYEMAJ7GaXG8ZcsW3X333UpJSVGrVq30yCOPaOLEic64NRqoouJyvfFeqn5LTpcktW9n2yJ3iqndFtlisWrHbtuRieTU6kHcOMhfcfYjE717EsRwnm+Xbteb9kC+8tKeGnd1XwIZADyIU+K4uLhYPXr00BVXXKF77rlHa9eu1Q033KDly5dr6NChzpgTDdiq1Rl67e0UFRaVy8fHpCsv6amrr+j1h0FrsVi1c/chx5GJI/k1g9h2ZKJPz1b1epYZDdu3P27Xm+8TyADgiZwSx99//72uueYa5efny8/P9kEOF198sfr166enn376jIcECovK9Ma7q5WYYtsiR7UL1dTbEtQxJtwWxHsOKSklQ0mp6dWCOCjIX3H9bUcm+vRsTRDDZb75cZuWvJ8mSbrqsp66/ioCGQA8gVPiuKqqShUVFWrcuLHj2hVXXKGYmBi98MILZ3p7wCEpNUOL30lRkX2LPGRQlLbvOqjDR445XhMU6KdB/dtpaHy0+vYiiGGc//2wTW99YAvkqy/rpbFX9SGQAcDNOf0H8qxWq5YtW6YrrrhCK1as0KBBg+r0vcCpFBaW6fX3Vis5NcNxLSjQTwP72TfEvVorgCCGm/jfD9v09odrJElXX95L143pTSADgEFq8/ffOsVxeXn57wLWx8dHAQEBkqTnn39ejzzyiMrLy/XEE0/o8ccfr9PA+fn5dXo9Gra1G3K1c88Rde3UXD27tWBDDLf144q9+uTLrZKkS8/vrMsv6mrwRADQMIWFhZ3yNXWK45iYGKWnp1e7NnjwYCUnJ0uSCgoKlJOTo+TkZE2bNk2ffPKJLrzwwloPzOYYgLf6+vuteuejtZKka67opevG9DF4IgBoeJy+Oa6LO+64QwcOHNBnn31WH7cHAI/z1bdb9c6/bUcsrhvTW9cSyADgdpzy8V/vvfeeLrroomrXfH191ahRI2fcHgC8wmUXddeNY/tLkj7+YqM++XKjwRMBAGpyShzHx8drxYoVmjdvnvbs2aOvvvpK77//vq655hpn3B4AvMblF/XQDdfZA/nzDfoPgQwAbsVpxyqWLl2qhx9+WFu2bFGbNm103333acqUKc64NQB4nS+/2az3Pl4nSbr+qj66+vLexg4EAJBUj2eOAQB/7Yv/bdb7n6yTJF1/VV9dfXkvYwcCADjnWAUAoO7GXNJT46/pJ0n66LP1+uyrTcYOBAAgjgHASFde2lPjr+krSfrw0/X6/GsCGQCMRBwDgMGuvLSXxl1tC+QP/rNen3+92eCJAKDhIo4BwA1cdVkvXX/V8UBepy/+RyADgBGIYwBwE1df3kvXX2X7YJD3P1mnL78hkAHA1YhjAHAjV1/eW2OvtAXyex+v05ffbDF4IgBoWIhjAHAz11zRW9c5Anmt/vstgQwArkIcA4AbuvaK3rpujO2DQd7991p99e1WgycCgIaBOAYAN3XtmD669gpbIL/z7zX66jsCGQDqG3EMAG7suiv76JrjgfzRGn39PYEMAPWJOAYAN3fdmN6Oj5Z++0MCGQDqE3EMAG7OZDJp7JV9dPVlJwL5f99vM3gqAPBOxDEAeACTyaSxV/XRVZf1lCS99WGa/vcDgQwAzkYcA4CHMJlMuv6qvrryUnsgf5Cmb34kkAHAmYhjAPAgJpNJ464+EchL3k/Ttz9uN3gqAPAexDEAeJjjgTzmkh6SpDffX61vlxLIAOAMxDEAeCCTyaTx1/TTFRfbA/m91fqOQAaAM0YcA4CHMplMmnDtiUB+473V+v6nHQZPBQCejTgGAA92PJAvv6i7JOn1d1P1/TICGQBOF3EMAB7OZDLphuv667IL7YH8Tqp+IJAB4LQQxwDgBUwmk24ceyKQF7+Tqh+X7zR4KgDwPMQxAHiJ44F86QXdJEmvvZ2iH1cQyABQF8QxAHgRk8mkm64foEuOB/JbBDIA1AVxDABexmQy6ebrB+iS808E8tIVuwyeCgA8A3EMAF7IZDLp5nEDdPF5sZKkV99apZ9+JpAB4FSIYwDwUiaTSbeMH+gI5EVLCGQAOBXiGAC82PFAvuikDfKylbsNngoA3BdxDABezmQyaeL4gbpodKysVmnRkmQt/4VABoA/QhwDQANgMpk0ccJAXTiqq6xW6ZU3CWQA+CPEMQA0ECaTSbfeMEgXnBTIK37dY/RYAOBWiGMAaEBMJpMm3TBIF4zsIqtVevmNJAIZAE5SL3F88803y2Qy1cetAQBnyGQyadKNcTr/pED++TcCGQAkyWS1Wq3OvOGvv/6qc889VxaLRU6+NQDAiSwWq15/N1U/Lt8pk0maeluCzj2ro9FjAYChnBrHZrNZAwYMUP/+/fX2228TxwDg5iwWq15/J0U/rtglk0m6a/JQnTO0g9FjAYBh/Jx5s3/9618KDg7WzTffrLfffrvO309MA4BrmUzSpBvjZLVKS3/epYWLkyRZNSyBQIZ7slqt2rPviNZvylG/3m3UMSbc6JHgQWpz7Ndpm+Pc3Fz16NFDS5cuVWFhoUaMGFHn2M3Pz3fGKACAOrJYrHr/k036JTlTJpN064S+GjywrdFjAZJsQZyRVajV63KUti5Hh46USpIaBfhq2v/FqUsnAhm1ExYWdsrX1CmOy8vLfxe8Pj4+CggI0A033KAmTZrolVde0YoVK04rjtkcA4BxLBarXns7RctW7pbJZNLdkxN0dkKM0WOhgbJardqbnq+k1Awlp2Yo72Cx42sBAb5qHt5YOblFatTIT4/cN1zdu0YaOC08RW02x3U6VhEbG6v09PRq1wYPHqx58+bp+++/1/bt2+s2YQ28wwUAGMfX16Tbbxksk6SfVu7WvxYnyeRj0tlDYoweDQ2E1WrVvox8JaakKynl90E8oE9bDY2PUv++bWUySfNf+FkbNufq6edX6NEZIwhkOIVTjlVcdNFF+vHHHxUYGCjJ9oN5ZWVlCg4O1quvvqoJEyac8aAAANewWKx69a1Vjg3yPbcP1VkEMurJ8SBOSs1QYkq68g5UD+L+fdpoaHy0BvRtq8BG1Xd65RVVmvfCz9q4OVeBgX56dMYIdetCIOPMOCWOs7OzVVpa6vj1qlWrdMMNN2jnzp1q2bKlmjRpcqaPAAC4kMVi1aIlq7T8F3sg3zFUZw2OMXoseAmr1ar0zALbhjg1Q7l5RY6v+fv7akCfNkqIj9KAvm0VFOj/l/cqL7cH8hYCGc7h9Pc5lnTaZ44BAO7DFsjJWv7LHvn4mHTPHWdpaHy00WPBQ9l+qK7AcWQip0YQ9+/TRkPjojSg36mDuKby8irN/ecKbdqap8BAPz02Y6Riu0Q4+08BDQRxDAD4UxaLVa+8mawVv9oCefodZymBQEYtHQ/ipJQMJaamKyf3pCD281E/+5GJgX3bKiiobkFc08mBHBTop0fvH6nYzgQy6q5e4hgA4D3MFoteeWOVfv6NQMapWa1WZWYfdWyI9+cWOr7m7+ejfr1tRyYG9munxmcYxDWVl1fpmX+u0GYCGWeAOAYAnJItkJP18297bYE85WwlxEUZPRbcSGZ2gRJTMpSUkq7snBNB7GcP4qFxURrY3/lBXFNZeZXmLlihzdtsgfzY/aPUtXOLen0mvAtxDACoFbPFopdfT9bKRFsg3zvlbA0hkBu0zOyjSrL/UF3W/qOO635+Purbq7XtyES/tgpuHODSuaoFcpC/Hr9/pLp0IpBRO8QxAKDWTg5kX19bIA8eRCA3JFn7TwRxZvaJIPb19VG/Xq2VEB+lQf3buTyIayorr9Izzy/Xlu0HCGTUCXEMAKgTs8WilxYn6ZekfbZAvnOYBg9sb/RYqEfZ+48qMTVDSanpysyqHsR9e7XS0PhoDerXTsHBxgZxTWXlVXr6+eXaejyQHxipLh0JZPw14hgAUGcEsvfLzil0bIgzsgoc1319fdSnpy2I4/q7XxDXVFpWqWeeX66tOw6qcZC/Hn9glDp3bG70WHBjxDEA4LSYLRYtfC1JvybbAvm+O4cpnkD2aPtzTwRxemaB47qvr0l9erZWQlyU4ga0U0hwI+OGPA0EMuqCOAYAnDaz2aJ/LU7Ub8np8vU1acbUYYobQCB7ElsQZ9iDON9x3dfXpN497Ecm+rdTkxDPCuKaSssq9fTzy7XNHsh/e3CUOnUgkPF7xDEA4IyYzRb967VE/bYqXb6+Pppx1zDF9W9n9Fj4Czm5hUpKtQXxvozfB3FCXLTiBnh+ENdUWlqpp55fru07Dyq4cYAef3CkOsUQyKiOOAYAnLGagXz/XcM0iEB2Kzl5RUpOtR2Z2Jt+Ioh9fI4HcZTiB7b3uiCuiUDGqRDHAACnMJstevHVRCWmEMjuIvdAkePIxN70I47rJwdx3IB2atok0MApXa+0tFJPPbdM23cdUnBwgP72wCh1jAk3eiy4CeIYAOA0ZrNFL7z6m5JSMuTr66MH7h6mgf0IZFfKO1DkODKxZ1/1IO7VvaUS4qIVP7DhBXFNx+yBvINARg3EMQDAqcxmi15Y9JuSUjPk5+ej++86RwP7tTV6LK+Wd7DYcWRi994TQWwymdSrR0vbkYkB7dWsacMO4ppqBvKsB0epQzSB3NARxwAAp6uqsgVy8mpbID9w9zka0JdAdqYDB4sdG+Ldew87rptMxzfEtjPEBPFfO1Zaqb//Y5l27j6kkOAA/Y1AbvCIYwBAvaiqsuifi37VqtWZBLKTHDx0Ioh37akexD27RSohLkqDB0URxHVUcqxCT/1jmXbuOUwggzgGANSfmoH84LRz1L8PgVwXBw+XKDk1Q0kp6dpZI4h7HA/ige0V2izIwCk9X81AnvXQaMVEhRk9FgxAHAMA6lVVlUX/fOVXrUojkGvr0OESJa/OUGJKhnbuPuS4bjJJPWJPHJkICyWInankWIX+/o9l2rXnsJqENNLfHhxFIDdAxDEAoN5VVVm04JVflZKWKX8/Hz0w7Vz179PG6LHcyuEjx5ScmqHE1HTt2FU9iLt3PXFkgiCuXyUlFXryH8u0e68tkGc9NErR7QnkhoQ4BgC4RGWVWQte/lWpa7Lk7+ejB+85V/16N+xAPpx/zHFkYnuNIO5mD+IhBLHLVQvkJo0060ECuSEhjgEALlNZZdaCl35V6tqGG8iH849plf3IxPadBx3XTSapW5cIJcRFa/Cg9goPa2zglLAF8k/avfcIgdzAEMcAAJeqGcgPTR+uvr1aGz1WvTqSf0yrVmcqMTVd23YcrPa1bl0jHEcmmhPEbqW4pFxPPrtMe/bZAnn2Q6MV1S7U6LFQz4hjAIDLVVaZ9fxLv2r12iz5+/vqoXvO9bpAzi8oVfJq25GJbTsP6uR/2sZ2iXAcmWgeThC7s5MDuWmTRppFIHs94hgAYIjKKrOeW/iL0tZly9/fVzOnn6s+PT07kPMLSm1HJlIztG3HgepB3LmFEuKiNSSOIPY0xSXlemL+Mu1NtwXy7Jmj1b5tqNFjoZ4QxwAAw1RW2gN5vecGcn5BqVLSMpWYkq6tNYK4a+cWGmo/Q9yiebBxQ+KMFRWX68lnf9Le9Hw1axqoWQ+NVvu2zYweC/WAOAYAGKqy0qx/LFypNev3y9/fVw/fO1y9e7Qyeqy/VHC0VKvSMpWUkqEt2/OqBXGXTi00NN52ZIIg9i4EcsNAHAMADHdyIAcE+GrmdPcL5KOFZY4jE1u2HdDJ//js0rG5EuJtRyYiCGKvVlRcrifm/6R9GbZAnj1ztNq1IZC9CXEMAHALlZVmPfuvlVq7wX0C+WhhmePIxOYaQdy5Y3MNjYvWkLj2imgRYuCUcDUC2bsRxwAAt1FRYdsgHw/kh+8drl7dXRvIRwvLlLLGdmRi09a8akHcqUNzx5GJyAiCuCErKi7XnHk/KT3TFshzZo5WWwLZKxDHAAC3UlFh1rP/+lnrNuYoIMBXj9w7Qj27t6zXZxYWlSklLUuJqenavDVPFsvJQRzueJeJlgQxTlJYVKYn5v+k9MwChTYL1OyHCGRvQBwDANzOyYHcKMBXD983Qj27OTeQi4rLHUcmNtUI4o4x4Y4NccvIJk59LrzL7wJ55nlq27qp0WPhDBDHAAC3VFFh1vwXf9b6Tc4L5ONBnJSaoY1bcqsFcYdoexDHRakVQYw6KCwq05x5Pykjq0BhoUGa9dBoAtmDEccAALdVM5AfmTFCPWLrFshFxeVKXZNl3xDnymw+OYjDHEcmWrckiHH6jhbaNsjHA3n2zNFq04pA9kROi+OlS5fqvPPOq3YtNjZW27Ztc8btAQANVHlFlea/8LM2bM5Vo0Z+evS+EeoeG/mX31NcciKIN26pHsQxUWH2DXE0QQynOlpYpjnzlyoz66jCQoM0Z+ZotSaQPY7T4vj999/XvHnz9MMPPziu+fn5qUWLFs64PQCgAatNIB8P4qTUDG3YnFMtiKPb24I4IS6KWEG9OlpYpjnzliozm0D2VE6L4+eff14//PCDvvvuO2fcDgCAasorqjTvhZ+18XggzxihqLahSl1r2xBv2Jwrs9nieH10+1AlxEUrIT6Kf70Nlzo5kMPDgjR75nn8WwoP4rQ4fuihh5Sbm6u33377tO/B8WcAwF8pL6/S/Bd/1sYtefL395XFYq0WxFHtQpUQZ9sQt+EHomAgWyD/pKz99kB+aLRaEciGM5lMp36Ns+L4lltuUUpKisxms44dO6aLL75Yzz//vIKDa/8xmvn5+c4YBQDgxcorzHrp9dXatvOwJKlN6xAN6tdaA/u2VuuWvA8x3EdhUbmee2mVcvKKFRYaqBlTByuyBR8vbqSwsLBTvqZOcVxeXv677a6Pj48CAgK0YMECbd68WVOmTNHBgwc1ZcoUjR49WosXL671wGyOAQC1UVFRpdS1WYpuH8bH9sKtFRwt1Zz5Pyl7f6GahzXWrJmjeKtAAzl9cxwTE6P09PRq1wYPHqzk5OTfvfazzz7T+PHjdezYMfn4+NT2EQAAAF4lv6BUc+YtVXZOoZqHN9acmaP5cBk3Vm/vc7xt2zZ1795deXl5ioz867fcAQAA8GYEsudwykrXYrGoQ4cOWrVqleParl27FBAQwFu5AQCABu/4J+e1adVUh48c0+x5S5V3sNjosfAHnBLHPj4+GjlypKZPn65169YpNTVVDz/8sMaPH8+RCgAAAKnaJ+cdOnxMs+f+SCC7IacdqygqKtJ9992nL774QiaTSZdddpkWLFigpk15Kx0AAIDj8gtKNWvuj8rJLVJE82DNnjlakRG804q7qLczxwAAAPhjR/JtRysIZPfDmQcAAAAXCw9rrNkPjVbrlk108HCJZs9bqoOHOGLhDohjAAAAA4SHNdasmfZAPlSiWXMJZHdAHAMAABikuT2QW9kDefa8n3TwcInRYzVoxDEAAICBmtuPWLSMDNGBg8WaPXcpgWwg4hgAAMBgtg8GOc8RyHPmLtUhAtkQxDEAAIAbaB5u3yBHhCjPvkEmkF2POAYAAHATLexv6+YI5HlLdfjIMaPHalCIYwAAADfSonmwZtnf9zjvQLFmzf2RQHYh4hgAAMDNnPzBIHkH7BvkfALZFYhjAAAANxTRPFizHxqliBbBys0r0uy5BLIrEMcAAABuKqJFiObMHO0I5DkEcr0jjgEAANxYRIsQzX5otCKaByvHHshHCOR6QxwDAAC4uciIEM2eeSKQZ88jkOsLcQwAAOABjgdyi+aNlZNrC+T8glKjx/I6xDEAAICHsAXyeScCeS6B7GzEMQAAgAdpGWE7g9w8vLH25xZqDhtkpyKOAQAAPEzLyCaaM9MWyNk5BLIzEccAAAAeqGVkE80+OZDnL1XBUQL5TBHHAAAAHqrVyYG8v1Cz5xHIZ4o4BgAA8GCtIpto1kOjFR4WpOz9hZoz7ycC+QwQxwAAAB6udcsmmj3zPIWHBSlr/1HNmfeTjhaWGT2WRyKOAQAAvEDrlk00+6HRCgs9HshLCeTTQBwDAAB4idatmmrOTFsgZ2Yf1Zz5BHJdEccAAABepHWrppp9PJCzCOS6Io4BAAC8TJsagfzEfM4g1xZxDAAA4IXatGqqWfYzyBlZBXpi/k8qLCKQT4U4BgAA8FJtW9sCObRZIIFcS8QxAACAF2vbuqlm2wM5PbNAT8xfpqLicqPHclvEMQAAgJdr26aZZj80Ws2aBio9M19z5v1EIP8J4hgAAKABaNummWbPPBHIT8wnkP+IU+M4OztbEydOVOvWrXXnnXc689YAAAA4Q+3aNNMs+wZ5X0a+nnyWQK7JZLVarc64UV5enuLi4tSnTx89+uij6t69u0JDQ51xawAAADhRZvaJT9DrEB2mxx8YpSYhjYweyy04LY6nTp2qpKQkrV69Wj4+nNYAAABwZ5nZBZo9d6kKi8rVITpcjz8wkkCWk45VWK1WffTRR3r44YcJYwAAAA/Qvm2oZs8craZNGmlv+hE9+ewyFZdwxMIpm+N9+/apQ4cOmjNnjj755BMVFRXp+uuv19///nf5+fnV+j5OWmIDAACglk68/3G5OsaE67H7RyokOMDoseqFyWQ65WtqX66SysvLfxewPj4+ysvLkyT98MMPWrRokfLz83XrrbeqadOmeuSRR2p9/4KCgrqMAwAAgDPUNES6d0q8nntplfbsO6I5837UvVPi1TjI3+jRnC4sLOyUr6nT5jgmJkbp6enVrg0ePFjz58/XueeeqwMHDigiIkKStGDBAr388svauXNnrQdmcwwAAGCMjMwCzbG/vVunmHA99sBIBTf2rg1ybTbHTjlWsX37dnXr1k2FhYVq0qSJJOm7777TVVddpWPHjp3p7QEAAOACJ39ASKcOzfX4/SMV7KVHLP6MU356LiYmRk2bNlVycrLj2u7du9W+fXtn3B4AAAAuEN0+TLMesr2t2+69h/X355ap5FiF0WO5lFPiuFGjRrr77rs1bdo0rVq1Sj///LPmzp2riRMnOuP2AAAAcJHo9mH624O2QN6157D+/o+GFchOe5/jyspK3XvvvXr33XcVEhKim266SU888YT8/b3vMDcAAIC325eRrznzlqq4pEJdOjbXo/d73xnkP+K0OAYAAIB32Zt+RE/M/8kWyJ1a6LH7R3rlu1icjE/sAAAAwB/qEB2uvz04SsHBAdq5+5D+/o9lOlZaafRY9Yo4BgAAwJ/qEB2uWScF8lPPeXcgE8cAAAD4Sx2iw/W3B2yBvGPXIT393DKVemkgE8cAAAA4pY4x9kBuHKDtu2wbZG8MZOIYAAAAtdIxJlyPPzjyRCA/v9zrApk4BgAAQK11immux+0fLb1950E9vcC7Apk4BgAAQJ106mAL5MZB/tq2wx7IZd4RyMQxAAAA6swWyKMcgfzM894RyMQxAAAATkvnjs312AMjFRTkr607DuqZBSs8PpCJYwAAAJy2Lh1b6PHjgbz9gJ5ZsEJl5VVGj3XaiGMAAACckS4dW+jx+08K5OeXe2wgE8cAAAA4Y106tdBjM0YqKNBPW7Yf0FwP3SATxwAAAHCKrp1b6LH7Ryko0E+bt+Vp7j9XqNzDApk4BgAAgNN07dxCj95v2yBv3pqnZzwskIljAAAAOFVs5wg9OmOkAu2B7EkbZOIYAAAAThfbJUKP2QN509Y8zXvhZ48IZOIYAAAA9SK2S4QenTFCgYF+2rglV/Ne/FnlFe4dyMQxAAAA6k23LpF65L4RatTITxs359o2yG4cyMQxAAAA6lX3rpF6dMaJQJ7vxoFMHAMAAKDede8aqUftG+QNm3P17Isr3TKQiWMAAAC4RPfYSD1y33A1auSn9Zty9OyLK1VRYTZ6rGqIYwAAALhMj9iWtkAO8NX6TTma/+LPbhXIxDEAAABcqkdsSz183whHID/7L/cJZOIYAAAALtezW0s9fK8tkNdtzNE/FrrHEQviGAAAAIbo2d0WyAEBvlq7Yb/+sXClKiuNDWTiGAAAAIaxBfJwRyA/+y9jA5k4BgAAgKF6dW+lmdOHu8UGmTgGAACA4Xr3sAWyv7+v1qzfr+cW/mJIIBPHAAAAcAu9e7TSw/faAjltfbaee8n1gUwcAwAAwG3YNsjn2gJ5nT2Qq1wXyMQxAAAA3Eqfnq310D0nAvn5l351WSA7JY5vueUWmUym3/3h5+fnjNsDAACggenbyx7Ifj5avTZLC1wUyCar1Wo905scPXpUpaWl1a4999xz2rZtm7766qszvT0AAAAaqPWbcjTvnytUWWVR3IB2uvfOs+Xv51tvz3NKHNdksVjUsWNHvfjii7r88sudfXsAAAA0IOs27tf8F35WZZVF8QPb694pZ8vPr35OB9fLXb/55htVVVXpkksuqY/bAwAAoAHp17uNHphmO2KRkpapBa/8qqoqS708q142x5deeqn69++vJ598sk7fVw+jAAAAwEus27hf819cqSr7Bnn6HWfVaYNsMplO/Zq6xHF5efnvAtbHx0cBAQGOX6enp6tz587atWuXoqOjaz2sJOXn59fp9QAAAGhYNm49oFfeWKPw8EA9eHeCmjZpVOvvDQsLO+Vr6vR2ErGxsUpPT692bfDgwUpOTnb8+tVXX9WoUaPqHMaSFBoaWufvAQAAQMMxLCFUzZo2Vbs2TRUe1tjp93fqsYrKykq1b99eL7/8sq666ipn3RYAAABwCaf+QN5nn30mSbrsssuceVsAAADAJZwax4sWLdLEiRPl7+/vzNsCAAAALuG0YxXbtm1Tjx49tHPnTnXq1MkZtwQAAABcql7eyg0AAADwRPXz0SIAAACAByKOAQAAADviGAAAALAjjgEAAAA74hgAAACwI44BAAAAO+IYAAAAsCOOAQAAADviGAAAALDz2Dg+fPiwrr76agUHB6t58+aaMWOGLBaL0WPBhXJycjRnzhwNHTrU6FHgYunp6RozZozCw8PVtm1b3XfffSovLzd6LLhIVlaWrrzySoWGhiomJkZz5841eiQYZNasWTKZTNq3b5/Ro8BFdu3aJZPJVO2PwMBApz7Dz6l3c6EpU6YoJydHiYmJys3N1Q033KDo6GhNmzbN6NHgArfffruWLFmi0NBQNW7c2Ohx4EKVlZW66KKL1Lt3b/3666/Kzc3VhAkT1KRJE82ZM8fo8VDPLBaLxowZo5iYGK1atUrp6ekaN26coqOjNW7cOKPHgwvt3r1bzz77rNFjwMXy8vIUGhqqrVu3Oq6ZTCanPsMjN8clJSX64osvNH/+fPXt21cXXHCBpk6dqg8++MDo0eAikZGRSk5O1vz5840eBS6WlJSkXbt26c0331SPHj00cuRITZs2TV9//bXRo8EFdu7cqbS0NC1cuFCxsbE6//zzNXbsWH311VdGjwYXmzZtmq677jqjx4CL5eXlqWXLlmrVqpXjj5YtWzr1GR4Zx7t27VJlZaV69+7tuNanTx9t27bNwKngSk8++aQGDBhg9BgwQIcOHfT5558rODjYcS0wMFD+/v4GTgVX6dKli4qKitSqVSvHNX9/f5WUlBg4FVztiy++0JYtWzRz5kyjR4GLHY/j+uSRcVxYWChJatasmeNaWFiY4zoA79W+fXtdcskljl9bLBa9++67uvrqqw2cCq7i4+OjkJAQx6/Xrl2rDz74QBMnTjRwKrhSaWmppk+frgULFjj9rCncX15entLT09WnTx+1adNGY8eO1cGDB536DI+MY7PZ/LtrJpNJVqvVgGkAGOmJJ55QQUGB7rrrLqNHgQt9+umnCgoK0oABA3T55ZdrzJgxRo8EF3nqqafUvXt3/po3UF27dlVCQoJeeeUVffTRR9qxY4fGjx/v1Gd45A/k+fjYmt5isTj+s9Vqla+vr5FjAXCxzz//XPPnz9fKlSsVFBRk9DhwoQsuuEDr1q3Txo0bNXXqVC1evFiTJ082eizUs507d+rFF19UWlqa0aPAIOPHj68Ww2+88YYGDhyo/fv3q02bNk55hkdujps0aSJJys/Pd1zLz89XaGioQRMBcLX169frpptu0uLFizVo0CCjx4GLhYSEKDY2Vtdcc43uvfdevfLKK0aPBBd4/vnnVVJSov79+yskJEQ9e/aUJPXs2VNPP/20wdPBCD169JBke4tHZ/HIOO7SpYv8/Pyq/c5xw4YNjv+TAPBueXl5uvzyyzV9+nRNmDDB6HHgQitWrFC/fv2qHaPz9fVVo0aNDJwKrjJnzhxt375d69at07p16/TNN99Ikr755hvdcccdBk8HVxg2bJg++eQTx6937dolSU7bGkseeqwiJCREV1xxhWbOnKmIiAgdOnRIL730kp566imjRwNQz8rLyzVmzBh17dpVd955p3Jzcx1fCw8PV0BAgIHTob716dNH2dnZmj59uu6++25lZWVp4cKFvMd9AxEZGanIyEjHr/38bBkTHR2t8PBwo8aCC51//vl67LHH1LZtWzVp0kTTpk3T8OHD1a5dO6c9wyPjWJIWLVqkyZMn66yzzlLjxo112223cd4MaACSk5OVnJws6febguXLl2v48OEGTAVXCQ8P13fffacZM2aof//+Cg8P16RJkzR9+nSjRwPgAg8//LCKi4t1zTXXqKysTCNGjNDChQud+gyTlbd4AAAAACR56JljAAAAoD4QxwAAAIAdcQwAAADYEccAAACAHXEMAAAA2BHHAAAAgB1xDAAAANgRxwAAAIAdcQwAAADYEccAAACAHXEMAAAA2P0/2stGC4yIZTcAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "figure = earthkit.plots.Figure(rows=2, columns=1)\n", "\n", "top_plot = figure.add_subplot()\n", "top_plot.line([1, 3, 2, 5, 4, 7])\n", "\n", "bottom_plot = figure.add_subplot()\n", "bottom_plot.line([-1, -3, -2, -5, -4, -7])\n", "\n", "figure.show()" ] }, { "cell_type": "markdown", "id": "e142f92c-c71e-4951-a99e-468802276fbf", "metadata": {}, "source": [ "You can also add maps to a figure with the similar `add_map()` method. This can take additional arguments, such as the domain and coordinate reference system to use for the map (which will be explored later in this user guide).\n", "\n", "A `Figure` also provides a convenient way of applying the same method to *all* subplots that it contains, without the need to loop over them. For example, we can produce multiple maps and add coastlines to all of them at once by calling `figure.coastlines()`." ] }, { "cell_type": "code", "execution_count": 4, "id": "95169559-eeaf-409b-b085-987430642b58", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "figure = earthkit.plots.Figure(rows=1, columns=2)\n", "\n", "figure.add_map(domain=\"France\")\n", "figure.add_map(domain=\"Spain\")\n", "\n", "figure.land()\n", "figure.gridlines()\n", "\n", "figure.show()" ] } ], "metadata": { "kernelspec": { "display_name": "DEVELOP", "language": "python", "name": "develop" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.6" } }, "nbformat": 4, "nbformat_minor": 5 }