{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import pandas as pd\n", "\n", "from utils import (\n", " Adblocker,\n", " compare_CDF,\n", " barplot,\n", " pieplot,\n", " get_99p,\n", " generate_table\n", ")" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "brave = Adblocker(filename='data/brave_timings.json', color='#ff5500', label='Brave')\n", "cliqz = Adblocker(filename='data/cliqz_timings.json', color='#00aff0', label='Cliqz')\n", "ublock = Adblocker(filename='data/ublock_timings.json', color='#800000', label='uBlock Origin')\n", "duck = Adblocker(filename='data/duckduckgo_timings.json', color='#58b792', label='DuckDuckGo')\n", "abp = Adblocker(filename='data/adblockplus_timings.json', color='#c70d2c', label='Adblock Plus')\n", "url = Adblocker(filename='data/url_timings.json', color='#1f3757', label='URL baseline')\n", "tldts = Adblocker(filename='data/tldts_timings.json', color='#98b3be', label='Tldts baseline')\n", "adblockfast = Adblocker(filename='data/adblockfast_timings.json', color='#f10c2b', label='AdblockFast')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Composition of Requests" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "pieplot(cliqz, ublock, duck, brave, abp)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Looking at all requests" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### **Cliqz vs uBlock vs Adblock Plus vs Brave vs DuckDuckGo**" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "compare_CDF(\n", " cliqz,\n", " ublock,\n", " brave,\n", " duck,\n", " abp,\n", " attr=\"all\",\n", " log_x=True,\n", " log_y=False,\n", " title='Decision Time: All Requests (CDF)'\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### **Cliqz vs uBlock vs Adblock Plus vs Brave vs DuckDuckGo** + Baselines" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "compare_CDF(\n", " cliqz,\n", " ublock,\n", " brave,\n", " duck,\n", " abp,\n", " tldts,\n", " url,\n", " attr=\"all\",\n", " log_x=True,\n", " log_y=False,\n", " title='Decision Time: All Requests (CDF)'\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### **Cliqz vs AdblockFast**" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "compare_CDF(\n", " cliqz,\n", " adblockfast,\n", " attr=\"all\",\n", " log_x=True,\n", " log_y=False,\n", " title='Decision Time: All Requests (CDF)'\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Interestingly, although AdblockFast is not a full-fledged blocker, and only uses 7 RegExp, Cliqz still perform as well." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Individual Comparisons\n", "##### 1. **Cliqz vs uBlock**" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "compare_CDF(\n", " cliqz,\n", " ublock,\n", " attr=\"all\", \n", " log_x=False, \n", " log_y=False, \n", " xlim=(0, 0.10), \n", " title='Decision Time: All Requests (CDF)'\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "##### **2. Cliqz vs AdblockPlus**" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "compare_CDF(\n", " cliqz,\n", " abp,\n", " attr=\"all\",\n", " log_x=True,\n", " log_y=False,\n", " title='Decision Time: All Requests (CDF)'\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Comparing adblockers on requests that are NOT blocked\n", "**Reminder**: This is the more common case: 80% of the requests are not blocked" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "compare_CDF(\n", " cliqz,\n", " ublock,\n", " brave,\n", " duck,\n", " abp,\n", " attr=\"not_blocked\",\n", " log_x=True,\n", " log_y=False,\n", " title='Decision Time: Not Blocked Requests (CDF)'\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Comparing adblockers on requests that are blocked" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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40yl3N0YTtjXaD8QjJNWVNNTJ42nsgBDA6p9XKezKBYBVeVCqMa/FLx8KrHiaPcUbM4gETm8NjwiiFB4ET4D85WVlLFm4kPzk8SgCLo4G4P0PPiRCjNaKJ3YWZRUVLPyy5z0jgIYyAj0jrA47G5Lq2HbsIOfVpRHtfWSX9q+jtK6aQBw4eICFexd66+5g4LgRIdWpLbp0Fpa3BfKhUmpCgHMfAg8rpZZ7jz8HfqWUanOKlZ6F1UhhYSFpaWntZ+wIbhdsXwG7V8P+zd5tC9TXQMYk+LP3z6AUXBkJrvqAxXiufpRtdUPY+tZbRG36gHkT67FG9wObA7fbQ2XxYZQCsVp5u2gKnoRkvqmP5pq4NSQkO3DaHHjEgr26EovLyYBIK3Wpkygafh4L9lVz5Lud/Mi5lKrM/njEguWwk7gPj7VaLdf8gaiRKSAWLF/kY9lRgS3Cgj0qAndSOrX2CIolgjTZj8zPAosVj8UGn25BWS0Mjo9ADR2PSh/J+moLnvJCBkQdRQYNRFmsUFqJ5+AREiJtDIlz4B4/mxqx8VWpon/xJhyDErHYI0AsqKOl4HJxQpydmJSBkDaSXVWKwvIK4kr3Yk1ORMSC8ihUSRkOqzAm1o5KGw6OGNaWurGXF2OPFGyRDsRiwVNVC04nqZFWEqMdED+Aao9Q5lRYqo4RkZxk3BvBXVkJYmFApBWxR4LVSolT4fZ4EJsVm8OIA+VxOhGXmwiLEGsXsNlxi7DrYDGpKcmI3Y7FZym8XUwxVrBZBKxWat0Kl7d5Y7FYvD8bhcViQQSi/CxXrVs1mA1fkb5ji4DVm6iUamKzGq9p30j1JNr7D7/03VIW5W8kPiKan08+h9GJ6QAcq60EINIWgU0siAgCCIKINH4fnUBbs7C6swVygKaxlwfT8+Js92hWrVrF/Pnzu6bwF34Knz3TMj1pEKT4BdgTgZ++AhGREJMIjhiwO/BYbGx68x2W3PJHSg8UNmQvG3khA//+Dv8tdvHZwWr25B/klLEZfHBKLNcDpfWKmz4u53lggEMYEmUhzSH0dwhpJYe5PG8dsRs3Yn32Q87bmWcYsFknk/HQU8TbhX51NXy3fC5Ro4c3bJHDBuPIHIw9ORFbSiIWux2AhVkLzevvf1omDTOtTF9IwvbjD2U37E1qN+9pg8D427RNJJAE0PyNPSWpRd7A75uOFilWYOe36xhnQn9RQYy0RlrNPfh8D8xwp63/8O6yIhblb8QqFn459QKG+3VhJUX2C3jN8aY7Dcj7wE+9cYqnA2V6/KMbKdgKkbGQ4rXp078PW76AiWfB0InGNng89Etsee3JlzY5PLB6NQuuvpoj27YB0H/cOCIuvppFE87hz5EZVH1V5c1pRVKGUOP3KEiIEFbNimFUjJXEiMb0vXc+RNFzb1AD+OKais1G1NgRxI0fTmast387MoZp+cvD7k1Uo2nOR3vXAzAvI6uJ8ehJdJkBEZF/AzlAiogUAPcAdgCl1D8w4hOfixF3uZqm8b41x4vqcnj3QfjoURh9Ctz9OVisMGkOPLa9eSe2KSoPHeLI9u3EDx/O3D/+kbE/+AF/2VXPO1tqwQ0T4iycPcDG3AE2TkmyEWNreo9pUW6OffAZNRNPIOqE4QDEZI/DEh1F3OknEXfKVGJnTiEmaywWR0SL+2vjoQl36txO1h3eC8DZQ9tvjXYXXTkL64p2zisCdgxozJKVlRVaAes/gaevg9JCw1CkjzZmRzmiO2Q4AIpqPbwyci4f3fs2F33vLMZNigPg0kF2Eu3COak2BrXSp6FcLopfeY+CPzyNs/AwA66/lOGP/h8AKZecS8ol52KJbNmd0lFC1l8fR+svdFrT4eajBdS5XYyIH0D/6LjjLJV5ws6du6aRDsdFcdXDv38HH/zFOB41A659Akae2KHi6ioqeOva69hwwS38PXEadR5g0mwyqhunTWZEW7ghs2VrAYwB0ZIPPmfffY9TuzMPgOjxo+g3pXHuRWcaDh86rkxoaP2FTms6jIuI4tT00QyP65ldVz60K5Mwxn+6nWlcTrg3xzAeFiv88A/wwFcdNh4le/fy6Ikz2f3O29T97lacTjfz02wsPy2GBTNi2r2+atM2tsz+ETt+9HNqd+bhGDaEUf/6MxO/epsBV13UIZnM0iH9aRrQ+gud1nQ4KiGN/5k0l3MyswOe7ynoFkhfw2aHE78Hxw7Aba/DmFM6XFT+0qW89v0f4Dx6hCODRpH/l7dYOzue7ATzC7bEaqFy7bfY+ycx6Ne3MuCaHzTMktJoND0bbUD6IhfeBXNuhuiOu5Je/+KLfHjzzXhcLipnzuGEp17hiawBpgawqzZvJ2aCsSwwevwJnPDao8TnzMTaL7qdKzWa3s+yA9uIsNqY3D+TCGvPfkTrLqwwpr1Vog0c2Qf3z4ZDO41jkQ4bD6UUjzz8D96//no8Lhcz7riDh5d+zM+yU9s1Hp7aOvbe+RDfnnwxxz76oiE96fzZ3WI8TOtPExCtv9BprkOlFO/s/obHNnzCnrKiVq7qOWgDEsbMmDGj/UwVR+GBObD5C3jpjpDud6TOw/xV1Txf2g+3PYK5jz3G2Y88gtXW/luSq7Sc7753E0XPvYFE2Kk/dDgkWToDU/rTtIrWX+g01+GBqhKKqsuItUdyQuLAbpLKPNqAhDErV65sO4PLCY/8AA7tMNyP/OyVDt/ri8MuJn1ZyQeFLgpPu4AxuZuYefvtpq6tP1TMlrN/TMWKdUSkD2D8p6+QdsNlHZals2hXf5o20foLneY6XFO0B4ApA4ZhkZ7/eO7ZHWyaNvF32BaQ134FW5dAYjr8+iOISQj6HkopHtpRxyNLdtCvpJhTT57Ba1OjGWqyC6y++Ahbz7+e2p15RI0ZwZi3n8IxND1oObqCdvWnaROtv9BprsO1xYYBmTogGEc53Yc2IL2VbxYYq8utNvj5m5Dcvs+k5iiluGZdDa/tqeK6v1xH+r4tXPXxxwyNPsN0Gbuu+xW1O/OInnACYz94AXty8EZMo+kL1Lmd7C4rwioWJiYP7W5xTNHz20ia4KksgWdvMvZ/9OcOT9UVEaYlWJn7xkMM2rmWhNQBpGcHt/o488+/IW7WdMa+/5w2HhpNGxyoLEEBA2MSiLSFx1T2LnXn3hVod+4mUAq+/Ces/QDufAcswb0nKKUaZlTtW7GCf512GgDXLl/OkJnte5TVaDTBs73kIC9/t4whscncMvGs7hangbbcuesWSBiTl5cX+IQInHkd3PVe0MZjV6WbqbmVbC1343G5+Ojmm1EeDzPvvNO08Tj05CsUv/xuUPftDlrVn8YUWn+h46/D0YnpPHTyZT3KeLSHNiBhjH+EMwBKixrXenSAoloPc1dUsb7Mw4M76lj91FMUb95MwrBhnHH//abKKPvya/J/9xf2/PQeqjZt67Asx4MW+tMEhdZf6IS7DrUB6U288D9wVxasDt5HUaVLce7XVeytVkxLsPLUWCvLHnoIgLMffRRbZGQ7JUBt/gF2XvtL8HgYdNdNxEwaE7QcGk1fxKMUByqP4QmzIQU9C6u3sHUJrHrHiAg4bHJQlyqluGF9DevKPIyIsfDRzGgSHBauXb6czW+8wegLL2y3DE9NLTuuuA3XsVIS5pzK4N/+pKM10Wj6HAcqj/HLr15nSL9k/nTqD7tbHNNoAxLGTJ8+3dhRynDPDjD/l5AS3BTAB7bX8Z8DTvrZYOH0aAY4jIZp8qhRzPq//2v3eqUUe+94kOrNO4gckcHI5x9GrOYdKnYXDfrTdAitv9Dx6XBXmRH2OT1QxM8ejO7CCmPi472L+b55D7Z/BbHJcO7/BlXGlnI3926rQ4A3pkUzPs5K+YEDBDM779DfX+bwawuxREUy6uVHsCV23Enj8aRBf5oOofUXOj4d7io1FhSOik/rTnGCRhuQMGbx4sXg8cBb9xoJl9wLQUYvGx9n5dWpUTw2MZLz0uy46+t57sQTeXbKFKqKi02VkTDnVKInjWHEPx4kZuLo4CrRjSxevLi7RQhrtP5Cx6fD/ArDN9ywHhr7vDV0F1a48817sO9bY6X57Bs7VMQPhzRGCtz69ttUHjpEVFIS0f37m7o+eswIJi79DxLklGGNRmMMoBdUlgAwpF9SN0sTHPofH+6kjYTJ58JFvwW7ubCvSinu2lzD2lJ3i3OrHn8cgOm33dame3bldlPySW5DV5c2HhpNxzhSU06d20l8RDSxEVHdLU5Q6H99GJORkQGZWfCbj2DOLaave2hHHX/ZVc+8FVVUOBvHOgpWruTAN98QlZTEpB/9qM0yDj7+T7Zf9jPy7vpDh+XvbjIyMrpbhLBG6y90MjIyKKouAwwXJuGG7sIKY7Kz/eIlm4gECLDymKth0PyfU6KItTdet+qJJwCYcuON2KNbD/BUtWErBQ89CUDi2acHL3gPoYn+NEGj9Rc62dnZ1LjqeXDmpVgw9x/uSegWSLiycxVHfnkKbMk1fUmN2/Cu61Zwx8gIzk9rdNhWfuAAW996C7FaOfEnra/hcFfXsPOGX6OcLlJvvJyEOaeGUotuJTc3t7tFCGu0/kInNzeXKFsEI+JTw24AHbQBCV8W/Z2UvBWw/hPTl9y/rY7tlR7Gxlp4cGzTleWHt2zBERfH2IsuIn5o6+tI8n/zJ2p37CVq9HCGPhBahMPupqysrLtFCGu0/kIn3HWou7DCkbJi+PpNFILMNTf2sa3CzSO7jK6rFydHEWlt2lweMXcuP9+/n9rS0lbLOLrwU4r/+TYSYWfki3/CGh1eA34aTU/kk7wNFFaXMnvIBIbGpnS3OEGhWyDhyBcvgKuew0NOBJORy7ZWeIixwfUZdmYkBX5vsEdHE5seOFqgUorCp18FIOPBO8NqvUdrOBzmZq1pAqP1FzoOh4M1xXtZvO9bSuuqu1ucoNHxQMINjxt+OhyO7IPffgLZ80xfWlqv8KBIimj63rBtwQKGzZ6NIza27VvX1HL49fcZcN0lbU7x1Wg05rl9yUsU15Tzl1OvZFAPXAei44H0JtZ+aBiPtJFsiwjO51VChLQwHkd37uQ/F13E30aOxO10tnm9JSqS1Osv7TXGY9u2nu1uvqej9Rc6W77bypHaCgToHxWcF4megDYg4can/zA+597K9p3tx/7YWenmr7vqqHEHbmluetXolhp5zjlY7S3DaFZ/t4u9P38QV0l4D/YFYvv27d0tQlij9Rc663ZuxaMU/aPiiLCG35B0lxoQEZknIttFZJeI/DrA+aEi8qWIrBeRTSJyblfK0yu45QW49D7IudZU9nu21XHn5lp+t7W2xTmlFFveeAOAiVdeGfD83jsfouiF/3Dgz8+GJrdGo2lBpbgASI0OT8eUXWZARMQKPAmcA4wDrhCRcc2y/R54Uyk1GbgceKqr5Ok1JKXDxXeDCbfPm8rc/LvASYQF/ndEywHP4s2bObpjB1HJyQw744wW58uXraZi+RpsSQkMuuumThFfo9E0Uo3hTig5su3xx55KV7ZATgJ2KaX2KKXqgTeA+c3yKMDX8RcPHOxCecIbj9uI++HHrFmzWs+uFD/dVAPAzZkRDI1u+VVvfestAMZcdBEWW8vm88G/vgBA2q1Xho2L9mBoS3+a9tH6C53J4yYwJjGdobHJ3S1Kh+jKTrdBwH6/4wKgeQSae4HFIvIzIAYIGE1eRG4CbgJIT09n4cLGkK2+H/GSJUsa0kaPHs2YMWNYtGgRdXV1gOF3Pycnhw0bNpCfn9+Qd+7cuZSVlbFq1aqGtKysLDIzM5vcJzU1lRkzZrBy5UqKiooa0ufPn09eXl6T2MbTp08nPj6+ibvrjIwMsrOzyc3NbVg85HA4mDdvHtu2bWvSnxyoTifW7ST9q2f5dsT57Mkwzvfr14/Zs2cHrNMTOypZdjSCeOo5ac9y8uLGt6jTzldeAcAyYUKT9Pnz57P9tXcp+2IFnigH6wbFYyss7PQ6dff3NH78eBwOR6+qU1f89lqrU3Z2dq+r0/H+nio255GNjfrCfDaU0iPr1CZKqS7ZgIuB5/2OrwL+3izPHcCd3v2ZwFbA0la5U6dOVX2SB+YodQlKLXqyIWnBggUBsxZUu1XsB6WK90rVfwrqAuapKS1Vz8+Yof6UklKtKLEAACAASURBVKJc9fVNznmcTrXhpO+pr2MnqAOPvdh5dehhtKY/jTm0/kInHHQIrFGtPI+7sgVyABjidzzYm+bP9cA8AKXU1yISCaQA5iIZ9RWO7IdvPwNbBJxyRbvZn8urp8IFF6bZuCS95cwqgMj4eK7/+mvqystbzL4qy11FzXe7cGQOIu2WloPrGo2mc6jGRb3bFZYzsKBru7BWA6NEZBiG4bgcaB4tfh8wG/iXiIwFIoHDXShTeLL8NWP8Y9p8U4Pn94xxMDbWwowkW7trNhxxLeeeJ5x1CuMXv4yntg6LIyLAVRqNpjP4b0Qh73/6NE+fcR0JjpjuFidousyAKKVcIvJT4L+AFXhRKbVFRO7HaBK9D9wJPCciP8cYUL/G22TS+FAKlrxk7M+6usmp0aMDuxMRES4b3PqDv+LQIaqKikjNymrVwMTOmNwxecOI1vSnMYfWX2g4PW7qxINFhLgwCyTlo0vXgSilPlZKnaCUGqGUesibdrfXeKCU2qqUOkUplaWUylZK6SDLzdm9Bg5sg/gBkHV2k1NjxoxpcrzqmItdlS2jDDZn48sv88zkyXx6111N0usPFlGxakPoMocJzfWnCQ6tv9AorasCICEiGouE55ru8JS6L7HqHePz5MvB1nSsYtGiRQ37Silu3VjD2M8ryT3sarPIHe+/D8DgGTOapO9/6Em2zLmKQ39/qRME7/n4608TPFp/oVFSaxiQxMjw67ryEZ4jN32Jyx6AsadB2qgWp3xT9QA+LHSxvsxDmkOYnmRttbjqo0cpWLkSi93OiLMbWzRVG7/j8GsLEZuNhHk5nVqFnoq//jTBo/UXGiXeFkiio183S9JxgjIgIpIIDFFKbeoieTTNsdlhynltZlFK8eAO48/8y1EOoqytD5zv+ewzlMdDZk5OE++7+x/8O3g8pN7yQ6JG6ljXGk1X0xtaIO12YYlIrojEiUgSsA5j0PuvXS+aBk/b4xnx8cbq8E8Pu/imxE3/COGmzLZnTe357DMAhs+d25BWtWkbpf9diiUqkkG/uDFEocMHn/40HUPrLzRK6ioBSArD2Vc+zLRA4pVS5SJyA/CyUuoeEdEtkK7G5YSfDoPh0+C21yDAW0pOTg4AD243Wh93jIwgxtZ660MpxZ5PPwVgxJw5Dek+lyUDrrkYe0rPi0fQVfj0p+kYWn+hceaQCYxKGMjAmITuFqXDmBlEt4nIQOBS4MMulkfjY/PncOwAFO0KaDwANmzYwJIjLpYddZNoF34yrO0IcZWFhdQcO0Z0Sgpp2dkA1OzK5+iCxYjdxsCf/bjTq9GT2bCh78w46wq0/kIjNToe26HyHhlEyixmDMh9GGs5dimlVovIcKD9QBSa0PjacHTIjEtazZKfn0+aQ7hskJ2fj4ggzt72osHYgQP51bFjXLdiBWIxvnprXAxpt/yQAddegmNwWqeJHw74+wbSBI/WX+iEuw7NdGEdUkpN8h0opfboMZAuxuWEb94z9me2bkAARsdaeePEaMyuv7TYbCSPapzRFTEghcyHf9VhUTUaTcd45btl7LeWcb7Hg9USnisqzEj9N5Npms5i6xKoKoFBY2Fw8xAqgWnPZYnyeHDpaZcaTY+gxlXPx/kb2GotxxLGIaJbNSAiMlNE7gT6i8gdftu9GK5JNF3FN+8an9N/0GqWCqfixf5nsOCg01Tro3jLFv6YkMC73siDzqOlfDvrMopfW2C69dLbmOs3E00TPFp/Hcc3hTc5Krbdl7+eTFstkAigH0Y3V6zfVo7hql3TFSgFqxcY+ydd1Gq2Nw44eb9Y8cjuOlM/wLzcXFy1teDNW/TCf6hav5Wj7ywK6x9wKPhiLmg6htZfx/EtIuxnDW9npa2OgSillgBLRORfSql8ABGxAP2UUuXHS8A+hwjcvxw2LIJhrTs0fDavHoCbMsz9APO9gWcyc3LwOJ0UPf8fANL72Mwrf1atWsX8+c2DZGrMovXXcY5514C4yqu7WZLQMDMG8gfvQsIYYDOwVUTuau8iTQikDoezf9LQWmjOulI3a0rdxODk4kGB4334o5RqYkBKP1mCs/AwkScMIy5nRjtXazSazsbXhRWlwns0wIwBGedtcXwP+AQYhhFdUNNN+FofZ1DUptsSH4e3bqX6yBFi09NJHDGC4pcMB42p11zcZ7uvNJruxNeFFRXmw8lmDIhdROwYBuR9pZQTI3aHprOpKoVfTYV//84YCwlApUvxWoFhQH42OjZgnubk5eYCRuvDWXSE0s9XIHYbKVdc2ClihytZWVndLUJYo/XXcfrZIxkQFcfYoSO6W5SQMLMO5BkgD9gILBWRDIyBdE1ns+VL2LvOWHneSsvg/UNOKl1wcpKVuWOHmip27+efA5CRk8PRtz8Bj4eEc2ZhTw5fFwqdQWZmZneLENZo/XWcH4w8iR+MPKm7xQiZdlsgSqknlFKDlFLnemOs5wNnHAfZ+h4bvfG0JrU+PTInxcYjEyK5Y4SDhQsXmip27iOPcMHzz3PCeecx4NqLGfncHxh42zWdIHB4Y1Z/msBo/YVOuOuw3RaIiKQC/w9IV0qdIyLjgJnAC10tXJ9jk9eAZLVuQNKjLNwx0vB5tXCNuWIThw0j8frrG45TLju/wyJqNJrQUErh9LiJsIZ/OCYzYyD/wvCFle493gH8b1cJ1Gcp3A1FeyAmEYZP7W5pNBpNF1FaV82PP32aO5e90t2ihIwZA5KilHoT8AAopVxA+4G3NcHha31MPAssgWdm3LS+mv/bWsuROg8Aqamp7Rb75T338Mntt3Ns1y6+m38ju3/yfziPHOs0scMZM/rTtI7WX8fwrQGxW2xhr0MzBqRKRJLxzrwSkRmAXoLa2Wxsu/vqSJ2HF/c5eXhnHRbv+PqMGe2v4dj40kt888QT1OzZR9mXKzm6YDHWfuEbwKYzMaM/Teto/XUM/0iE4a5DMwbkDuB9YISIfAW8DPysS6Xqi5x1E8y9tVUDsuCQC7eCs/rbSIowvraVK1e2WWTZ/v2U5efjiI/Hml8MQPwZM7FEth03pK/Qnv40baP11zGONUQi7Bf2Omx3FEcptU5EZgGjAQG2e9eCaDqTyecYWyu8fdBQ+cXpjSvPi4qK2ixy37JlAAw95RRK/7sUgMR5s0KVtNfQnv40baP11zH8WyBFuwu7WZrQMDML6+pmSVNEBKXUy10kk6YZ5U7FF4ddWIALB5qfubFv+XIAhs6YSdnfDAeNCXNP6woRNRqNSY7VNrZAKrpZllAx8zQ60W8/EpgNrMPoytJ0BrkvgfLA1PMhrn+L0/8tduFUcGqylf4O84FnfC2QAdHJHKutI2byOCJSUzpNbI1GEzxF1cYQcv+o2N5vQJRSTcY7RCQBeKPLJOqLLPwjHPgO/t+qgAbk/UNG99UFaU0dJ7blCbWmpITizZuxOhxY9xnjH4nzcjpP5l6A9iQbGlp/HeOyE2ayt7yYzLj+TAxzHXZkJUsVhkNFTWdQVWoYD1sEZAT2LXTlEDtRVvh+s+6rvLy8Vt1JuOvqOOm223BWV5N6zcVEpPYn6cLZnS19WNOW/jTto/XXMcYmDWJs0iAg/HVoZgzkAxqdJ1qAccCbXSlUn2L3auNz2GSwB54dNS/VzrzUlm7bN27c2OqPr19aGuc8/njj8eTxIYva22hLf5r20foLnXDXoZkWyF/89l1AvlKqoIvk6XvsWWd8jjix7XwajSbsWVu8l/zyw0wdMIyMAN3V4YaZMZAlx0OQPkveBuMzM3D0wTu/rSE73sqlg+w4TMT+AHDV1vLt668z9LTTqFu0AtxuUi6/gIi08P/BajThzKrCnSw7uJ24iOi+YUBEpILA8T8EUEqpuDaunQc8DliB55VSDwfIcylwr/ceG5VSPzQnei8hb73xmZnd4tTeKg9/3V1PnA0uH9yyC2v69OkBizywejXvX389qRMncpJzAPUHikiYc6o2IM1oTX8ac2j9BU9e+REAMuKM2ZDhrkMzXViPAYeAVzCMxpXAQKXU3W1dJCJW4ElgDlAArBaR95VSW/3yjAJ+A5yilCoRkQEdq0aY4nFD/AAoK4YhLccoPikyZl/NGWDDbmnZ+oiPjw9YrG/9R0bWNOoXrsaWnEjU2JGdKHjvoDX9acyh9Rcc9W4XB6tKEIQh/ZKB8NehmUUFFyqlnlJKVSilypVSTwNm5p6dBOxSSu1RStVjTP1tft2NwJNKqRIApVRxMMKHPRYr3LcUXjwacAD9kyIXAOcMCBz3fPHixQHTfes/0rxN5LhTpyEW8+tH+gqt6U9jDq2/4MivOIJbeRjUL5FIm/GfDncdmmmBVInIlRgGQAFXYEzlbY9BwH6/4wKgeXvtBACvjy0rcK9SalHzgkTkJuAmgPT09CZBWGbNMlxzLFnSOFQzevRoxowZw6JFi6irqwMMS5+Tk8OGDRvIz89vyDt37lzKyspYtWpVQ1pWVhaZmZlN7pOamsqMGTNYuXJlExcO8+fPJy8vj40bNzakTZ8+nfj4+CY/joyMDLKzs8nNzaWszFhI5HA4mDdvHtu2b2f79u1N6lTrhk+LPIAVy4bP2VY7rEWdfPjXSbnd7F+xAoBjW3YTA+TFO4jwThc8bnXatq1FnXra9wRQU1PTq+p0PL8noNfVqSu/p3c2LwMbRJTVUVhY2KBDXxk9tU5topRqcwMygYXAEeAwsADINHHdxRjjHr7jq4C/N8vzIfAeYMdYW7IfSGir3KlTp6peQ0mhUi5nwFOLi+oV75WqrM/LW718wYIFLdIOrF6t7gX1WOYwtWbUGerr2AmqauvOThO5NxFIfxrzaP0Fxx9WL1CXf/KEWn5gW0NaOOgQWKNaeR6bCWmbp5Sar5RKUUr1V0p9TymV1951wAFgiN/xYG+aPwXA+0opp1JqL0awqlEmyu4d/OlCuDoWdrcMLdjQfRVg/YePjIyMFml5ubkAjDxxJs7Cw9hSkogaM6Jz5O1lBNKfxjxaf8GREhVHanQ8YxLTG9LCXYdmZmGdADwNpCqlJojIJIxxkQfbuXQ1MEpEhmEYjsuB5jOsFmB0if1TRFIwurT2BFmH8MTtgvxN4KyF1JYP+HGxVk5JsnJeWutfUXZ2y5lbNSUl2CIjGTRtGtGRqdiSExExN/23rxFIfxrzaP0Fxw3jz2iRFvY6bK1pohq7mZZgDIiv90vb3N513nznYrQqdgO/86bdj2GAwJjV9VdgK/AtcHl7ZfaaLqz9W5W6BKV+ktHhIr788suA6c7aWuWsqelwuX2F1vSnMYfWX+iEgw5powvLzCB6tFLqm2ZvsS6Txulj4ONmaXf77SuMgFV3mCmvV+Fb/5HR8TcQ30Bbc2wOHTDKDK3pT2MOrT/zFFeXEWmLIC4iqkl6uOvQzNzOIyIygsaQthdjrAvRhIJvBfqwlivQ3yioZ12pG48KtH6zdSqLivC4XNQfKqZk8TLcFWYmy2k0mq7mpe+WcfMXz/NN4a7uFqVTMWNA/gd4BhgjIgeA/wVu7VKp+gINLkyatkBq3Yrr1tcwNbeSwtq2DYijWUtjwY9/zMMJCez86z/YfvFP2HPbfZ0qcm+juf40waH1Z56DVSUApMUkNEkPdx2a8YW1BzhLRGIAi1Iq3GOgdD9KtWpAlhxxUeOG7HgL6VFt2/d58+Y17Hu86z+cVVVIvhEmM+60aZ0rdy/DX3+a4NH6M4fL46a4pgwB0qKbGpBw12GbTygRsXpnR6GUqgLqRORGEfnuuEjXm/n9p/DTVyBlaJPkRcXtT9/1sW3btob9oo0bqa+oIHHYcKrXbAEg7rSTOlHg3oe//jTBo/VnjsLqMjxK0T8qjghr03f2cNdhqwZERC4HjgGbRGSJiMzFmGJ7LoY/LE1HEYHMLDj9R8a+H4sa3Je0P7/Bf2Wqz//VsOxpuI4cw57Wn8iR4T3HvKvx158meLT+zLG/4igAg/sltTgX7jps6yn1e2CqUmqXiEwBvgYuVkp9cHxE63sU1HjYVukh1gYzkqxBXdvg/yo+FTdbDf9Xev2HRtPtFFT6DEhyN0vS+bTVhVWvlNoFoJRaB+zUxqOTePch+OftcLDp20fuEaP1cXpyYO+7raGUIt9rQKIq6gGIO0WPf2g0PYEDlcYA+uDYli2QcKetFsgAEfFfn5Hgf6yU+mvXidXLWf46FGyF069qklzhUiRHCLNSzIWq9zlUK9m9m6qiImIGDMBSZxih2JOndK7MvRCf/jQdQ+vPHNeOm8XcoRMZFKALK9x12NaT6jkgto1jTUeorYQD28BqgyETmpy6dZiDmzMjqPcEV2TCsGHc+u23VBw6xIg5c6g/VIw9NaUThdZoNB0l3hFNvCO6u8XoElo1IEopvYigK8jbAMoDQyZBRGSL0xYRIk0OfyxZsoT58+djsVoZMGECAyYYBiliYN+Ky9VRfPrTdAytv9AJdx3qKEPHm71eFybDmnYxHanzUOUKbuV5c/TKc42mZ7GztJDH1n/ClwVbuluULkEbkONNKy5M/rCjjviPynl6b12Ai1rHVVvLP08/ncW/+AWbTrmY9ZPOoW6/9jSj0fQE9pYVs6poFztLC7tblC6hrXUgt3s/Tzl+4vQBWlmB/tUxN24FI2LM2/TRo0dTuGED+5YtI//DRdTlFeA6WkJEuu7CMsPo0aO7W4SwRuuvfQ5VlwIwMCYx4Plw12FbT6trvZ9/Ox6C9BnGng6jpsPQSQ1JNW7FulI3AsxINDcDC2DMmDEc+OYbAIYONmKK9JuejViDW0PSVxkzZkx3ixDWaP21T2GVYUDSouMDng93HbZlQL4TkZ3AaBHZ5Ld9KyKbjpeAvY5rHoWHVkJ0XEPSmhI3TgUT4yzE2c2v/1i0aBEHvDGNE6wxAMSdPLVz5e3FLFq0qLtFCGu0/tqnsNpnQBICng93HbY1C+sKEUkD/gtcePxE6nt8dcxYu3FKsvnWB0BdXV1DC8RWWIITvf4jGOrqghtv0jRF669tnB43xTXlCNLCC6+PcNdhm08spVQhkCUiERjhZgG2K6WcXS5Zb2TPOnBEw8BRYGnsZvrqqBuAU4J0X+KuquLYrl1EOqJw7i1AHBH0mzqxU0XWaDQdo7CqFI9SpEUnYLf0zm7ldkdsRWQWsBN4EngK2CEip3e1YL2Sf90OPx8Lmz5rSFJKseKYYUBOTgquBWIpLgYgM9PoR+134iQsjohOErb3Ex8fuF9aYw6tv/aZnjaS7P6tOzUNdx2KaifqnYisBX6olNruPT4B+LdSqls626dNm6bWrFnTHbcODY8Hrk2Amgp4rgjiG2dK7a/28E2Jm++n24JygFi8eTOrn36ahIHpjD/5DMRiIT5nRldIr9Fo+igislYpFdC5nplXXrvPeAAopXaISPvBKjRNKd5jGI/E9CbGA2BItIUh0cEvyTnocnHek092loR9jg0bNpCd3fGY9H0drb/QCXcdmnlqrRGR50Ukx7s9B4RhE6CbaWX9Ryjk5+d3Wll9Ea2/0ND6a5vdZUWU1lXRVi9PuOvQTAvkVoy46Ld5j5dhjIVogqEVA3LrhhpqPYp7RkeSGcQiQmdNDceWLGFfWT01i5aTcul5JH9vbmdKrNFoOohSige/eY9at5NnzryBuIio7hapSzATE70O+Kt303SUBh9YjS5MlFL854CTEqfigbEtHSu2RcHKlex79FE2DPmMAaWKqNHDtQHRaHoIh2vKqXU7iY+I7rXGA7QvrOOHz5maXwtkf42ixGnEABkUGVz0QF8EwiRrPwDiTj2xc+TsQ8ydqw1uKGj9tc7e8sMAZMS1HVYh3HUY3LxRTcd5bLsRRGrA8IakDWXG9N3J8dagw8/uW7YMGxZsxyoRm43YGeE7ENddlJWVERXVe98Ouxqtv9bZW25MsR8e17ZfunDXoW6BHC/sDqP7ytKo8vVeA5IdH9zX4HY62b9iBYnWGFCKftMmYo3pnQFrupJVXjcwmo6h9dc6O0uLABge37YBCXcdttsC8a77uAvI8M+vlDqzC+XqE/i3QIKhcP16nNXV9E8aAU6IO013X2k0PYV6t4udpUZIhdGJ6d0sTddipgvrLeAfGCFt3V0rTi/ln7dD/ka4/CEY0+gdf32prwUSnAHJ941/2GPB6dIGRKPpQeyrOILL4yYjNqVXD6CDOQPiUko93eWS9Ga2LYe968BvnMOjFJcNtrO53MMJ/YLrwqo5ehRrRAS206aQaI0mdroe/+gIWVlZ3S1CWKP1F5iRCWk8O/tGSmrbjxAa7jo048rkXqAYeA9ocB2plDrWbuEi84DHASvwvFLq4Vby/QB4GzhRKdXmIsWwc2XiccNV/cBZC/8sgVa8cgaLq7YWpRT2MB6A02g0PZ+2XJmYefX9McYYyApgrXdr9wkuIlYMB4znAOOAK0RkXIB8scDtQHiPJrVG8V7DeCQN6jTjAWCLjOTjxYs7rby+yMKFC7tbhLBG6y8wLo/5nv5w12G7BkQpNSzANry964CTgF1KqT1KqXrgDWB+gHwPAH8EaoOSPFzY713/MWR8k+QvD7tYXeKizt12C7A5VYcP43G5OPTkK0Rs2Y1yuTpLUo1GEyKHq8u55YsXeOm7pd0tynHBzCwsO4Y7E58L91zgGRMxQQYB+/2OC4DpzcqeAgxRSn0kIne1IcNNwE0A6enpTaz2rFmzAFiyZElD2ujRoxkzZgyLFi1qCNgSHx9PTk4OGzZsaOJ/Zu7cuZSVlTWZTpeVlUVmZmaT+6SmpjJjxgxWrlxJUVFRQ/r8+fPJy8tj48aNDWnTp08nPj6exYsXM2rzW4wDih39GQDk5uZSVlbG7Woa+fRj5ekxxBfvYvv2Bn+VbdbpuXnzqN22gxxrJgkRdtRdP2Pjca6Tj4yMDLKzsxvqBOBwOJg3bx7btm0zXafu+p4AampqelWdjuf3BPS6OoX6PRX2t1LlqmPrnp0s3FHSbp2gsRXSU+vUFmbGQJ4H7MBL3qSrALdS6oZ2rrsYmOfLJyJXAdOVUj/1HluAL4BrlFJ5IpIL/KLXjYE8cSUsfx1ueR7OvB6AWrci9sNyPAoqzo8j2mZuEaGzupo/JiWR7HYwOWooZI9hxtK3ulL6Xs3KlSuZMUO7v+8oWn9NOVZbyS+WvUqN28mvp15IVhtxQHyEgw5Dded+olLKf6rAFyKysdXcjRwAhvgdD/am+YgFJgC53lXYacD7InJhe0YkrJh2IUTGwsjGxteWCg8uBWNjLaaNB8DeL7/EXVfHkKFjoMTNoLNzukDgvkNP/+P2dLT+mvLe7jXUuJ1M6T+MSSlDTV0T7jo0Y0DcIjJCKbUbQESGY249yGpglIgMwzAclwM/9J1USpUBDY5izLZAwo6TLzM2PzZ6FxBmxQW3/mO3twmfFBEHlHAgMaqJhdYERzi8/fVkOqo/p9NJQUEBtbW9Z9jToxQn1EUzasBJJDr6sW3bNlPX1dXV4XA4ulg6c0RGRjJ48GDsdvPhnswYkLuAL0VkDyAYK9Kvbe8ipZRLRH4K/BdjGu+LSqktInI/sEYp9b5pKXsZm3wGJEgXJns//xwrguVwGVitFCf16wrx+gz+fe+a4Omo/goKCoiNjSUzMzNoH3A9lbK6aqJqK4iyORgYxGzL0tJSEhI6b3ZmR1FKcfToUQoKChg2bJjp68y4c/9cREYBo71J270u3s0I9THwcbO0u1vJm2OmzLCiYCvs+xZGngQDGr+UjeWGAZkYRAuk4uBBDm/ZwoDoJPB4iJk8DhXVM95cNJpgqK2t7VXGA6DeY8yGjLUHF5ahpyAiJCcnc/jw4aCua/UVWETO9H5+HzgPGOndzvOmadpj5Tvw2OXw36bxt/KrPQBkBeHCJC83F4CBE7NwZAwiduaUThNTozne9CbjAdA/Ko4h/VKItkd0tygdpiPfSVstkFkYs6QuCHBOAe8Gfbe+RkHgNSC75sSyt9oTVAyQCVdcwYCJE/E4nQycMgWP00lmEH2VmpbMnx9oWZLGLFp/TbFbgxvTBHpE91UotNoCUUrd4929Xyl1rf+GsfhP0x6+RYSDmxoQiwgjYoKLASIipE6cyMApRsvDYreTl5fXWZL2SbT+QiPc9VdYWMjll1/OiBEjmDp1Kueeey47duxgwoQJAKxZs4bbbrutzTKUUtS5nW3GPW8L33qNcMXMKO47AdLe7mxBeh0uJxz0LvwZPLYhuaM/NABXSRnOI40uyJovitMEh9ZfaISz/pRSXHTRReTk5LB7927Wrl3LH/7whyYTA6ZNm8YTTzzRZjn1HhcHKo9RWF3WITlqamo6dF1Poa0xkDFeJ4fxIvJ9v+0aIDxHio4nhTvB7YT+mRDZOFvqktXVTMutZE2JeRcka599ludnzGDTL+9j7fBZ5N+tw9NrNKHw5ZdfYrfbueWWWxrSsrKyGDKkcWJ8bm4u559/PgBHjx5l7ty5jB8/nhtuuIGMjAyOHDnCk089xfmnzmbOzNMZNmwYZ5xxxnGvS3fS1hjIaOB8IIGm4yAVwI1dKVSvoMEH1oQmyV8fc3OwVhFvN999tXvxYg6sWsVEWxoAUaPMT7PTaHo6sqD1t/dnsqO4KdMYmH42r56bN7T+xq6+F2/6nps3b2bq1Kmm8993332ceuqp3H333Xz00Ue88MILAFx27VV87+rLSbJHc8HZ53LHHXeYLrM30KoBUUotBBaKyEyl1NfHUabeQWkhWG1NBtCLaj0crFXE2mBEjLk1IEop9i1fDoCl4AhuIHbGZMDwp6PpOFp/odGX9Ld06VLefdeYN3TeeeeRmJiI2+Ohzu0BhN/c+UvOPPNMLrgg0Jyj1omJiekCaY8fZhYS3iIi3ymlSgFEJBF4RCl1XdeKFuac8zOYczPUN662bYyBbsVicgD92M6dVBUVkZwyEPexMmwpSUSONHzs+JyxaTqG1l9odJb+zLYcbsqMaGiNhMr48eN5++3QhnKro3tNNQAAIABJREFUXXXgiOD9N95h3759PPnkk0GXYe3AzK2ehJnX4Ek+4wGglCoBJnedSL0IWwRExzUcru9ADHRf+NphI42WTOzMyQ2ztxbreCAhofUXGuGsvzPPPJO6ujqeffbZhrRNmzaxf//+gPlPP/10Xn/9dQA++eQTSkpKKK+v5tsNG3n2iSd59dVXsViC8ywBUF5e3rEK9BDM1NjibXUAICJJmGu59F2UMrZmrCsN3oDs8xqQZIdhiOL0AkKNJmREhPfee4/PPvuMESNGMH78eH7zm9+QlpYWMP8999zD0qVLGT9+PO+++y5Dhw5FAa899y9KS0o444wzyM7O5oYb2nRS3uswYwgeAb4WkbcwfGFdDDzUpVKFO/u3wL2zIPscuO3VhuT1ZcYK9CkJQbRAlhqBaWyHK3CBXoGu0XQS6enpvPnmmy3SN2/eDEBOTg45OTkAJCcnN2lxZWZmMjA6kVdfepkIa999nzbjC+tlEVkL+OanfV8ptbVrxQpzCrZA5TGorWiS/NBYB9+UuBkba34A/YwHHqDg66+ZdN8DVK3+luhJoxvOZ2S0H29A0zpaf6HRF/WnlGroQrZaLCEbj4iI8HV9Aia7orxedA/jXf8hIkOVUvu6VLJwZp/xBtN8Cu9lgyO4bLD5YkSESVdeyaQrrwQgYt7pTc5nZ2eHJGZfR+svNPqi/o7WVgKwe88erB0Y82hOdHR0yGV0J+1qQEQuFJGdwF5gCZAHfNLFcoU3rfjA6mxyvQ4WNR1D6y80+pr+3MpDRX0N5fXVuJWnU8qsqKhoP1MPxkwL5AFgBvCZUmqyiJwB/KhrxQpz9rdsgTy9t44IES5Kt5EUYe7NJfe++0gaMQL7ghVY+0WT8dAvcAxqHOTzxU3WdAytv9Doa/qrdtahUERaIzpt3MPtNhObr+diRgtOpdRREbGIiEUp9aWIPNblkoUr9TVQuBssVkhvHK94YHsdh2oVpyb3I8lEt2dNSQlL7r2XiAgHZ0SPAWDE3+/vKqk1Gk07VDoNx4f9IrQnJx9mDEipiPQDlgKvicj/b++846O6rsT/PTOj3mmiGiEMCIQKCIMMphgwK2KHEkgMLojEMbgQYue3Nt5NQnDidYPNJl7bMbZDABcZm4QSFuMGMmAQXXRhmgi9CBDqZeb+/nijQRKSGE1BErrfz2c+M+++++4777yZOe+Wc84FoMC7YjVhTmeBskH7GPAxEj6dLrJxtlgRZoFuwc71Pk5v2QJAdEwCHC8kqE8s5uCq46WNJRVmU0Xrzz2ak/6sNhtF5aWAEGTx3HU39bwozvybjQUKgWeBNcBRas4RogGIaA8/fxvuvx4TZ9sVo5vaL8J5D/STmzYB0DaiHWA4EFYnJSXFXWmbNVp/7nE76m/q1Kl06dKFxMREYmJiePHFFwEoKCvmofvH8f2e/fWePJ8zZw7z5s2rcV9lb/53332XmJgYYmJi6N+/PxvtIYxqYvbs2Xz99dd1nnflypW8+uqr9ZK1vtTZAxERM7BKKXUvYAMWeVWa24HwSBj1ZJWibXYHwrvCnR83Pb11KwCBRTYj/lUN/h9ZWVnExMS4LmszR+vPPW5X/c2dO5eJEydSXFxMr169mDJlCv5tDF/qAItnk7gVFRUREBDAqlWrmD9/Phs3bqRVq1bs3LmTcePGsXXr1hucG61WK7///c2Hs8eMGcOYMWM8Km916jSlSikrYBMRHTTIDbbaeyB3RTjnQKiU4sz27Qhgyz4L1NwDOXTokMdkbI5o/blHU9Vfdna2I2kUwLx585gzZ84N9YqLjTh2QUFBhPkGYDaZ8TMbBiQtLY24uDh69+7NrFmzHMesWbOGvn37kpCQwIgRI25o87333mP06NGOPCAVCaVee+015s6dS6tWrQDo27cvqampjvhaUVFRzJo1i759+/LZZ58xdepURyyv1atXExMTQ1JSEjNnznSEoF+4cCEzZswAjJ7VzJkzGThwINHR0W7HAavAmUfifGCviHxFpbkPpVTdqbqaK8tegcho6P8jsPiglGL7VSP3x11OeqDnnjhBUU4ObVq2QxUV49+1M75tWnlTao2mwXixjmHdB+bPJ2naNMDIi7Nq+vRa6/7OjWRtlXnuued46aWXOHLkCDNnzqRNmzYA+JjMWExmzpw5w6xZs9ixYwcRERGMGjWK5cuXM2jQIB5//HHWr19Ply5duHz5cpV233zzTb766iuWL19+w/zR/v37bwgv369fPxYtuj7o07JlS3bu3AkYhgoMIzd9+nTHOSdPnlzrdZ09e5aNGzeSlZXFmDFjmDhxoutKsuOMAfkHOv+5c1w9D2n/aSSQSjZuztUyiAs1c6ZY0THAufmP4txcOiYnExbekk4jx2EK0Ks+NJpbRcUQVn5+PiNGjGDTpk0MHDjQsX/btm0MGzaM1q1bA/Dwww+zfv16zGYzQ4YYiaUAWrRo4Thm8eLFdOrUieXLl+Pj49ow2IMPPnhDWVZWFtHR0Y5zTp48uUqAyMqMGzcOk8lEr169qmRedIdaDUiFt7lSSs97OMux7cZ7dJKxjBeI8BXWDw6uEgLhZrRNSOCxzZtveszQoUPdFrk5o/XnHp7Sn7M9h6Rp0xy9EXewWCzYbNcdASuGqqoTHBzMsGHD+Dp9LbFJiShc7+HExcWRmZnJqVOnHH/2FecA6NWrFzt27GD48OGOfTt27CA29rozsru5Qyr3etxJrV2ZuuZAlld8EJGa8qJrqnO0woD0u2GXK8v1mvoSP42mMRIZGcmFCxfIycmhpKSEVatW1VivvLycLVu20OaODuQU5zkCbPfv359vv/2WS5cuYbVaSUtLY+jQoSQnJ7N+/XqOHz8OUGUIq0+fPsyfP58xY8Zw5syZG871/PPPM2vWLHJycgDIzMxk4cKFPPXUU3VeS48ePTh27BjZ2dkALFmypL7qcIu6DEjlf69obwtyW1BhQLpeNyAnCm2U25y39rbyci7s20fxidOcnvceedv21Fr322+/dVlUjdafuzRV/fn4+DB79mz69+/Pfffdd8NKsueee47ExETi4+Pp3bs39z0wGkEcS/DbtWvHq6++yr333ktCQgJJSUmMHTuW1q1b8+677/KjH/2IhISEG4ac7rnnHubNm8f999/PpUuXAMjPN2JrjRkzhp/97GcMHDiQmJgYHn/8cT788EPatWtX57UEBATw9ttvk5KSQlJSEiEhIbc2UZpSqsYXsLOmzw39SkpKUo0Sm02px9sq9WOUOnvYUdxmda7yW3FVnS2yOtXMmR071BxQS7omqM0hvdWhh5+pte7y5cvdFrs5o/XnHq7q78CBAx6WxHsUlpWoo1fPqZN5OV5p/8qVK263kZeXp5RSymazqSeffFL98Y9/dLmtmu4NsF3V8n9cVw8kQUSuiUgeEG//fE1E8kSkaafR8gaXTxt50IPCIbIrAJdKbFwoUfiYINLPSQfCzUb6+Vb+xlOEzv+h0TQcJdYyAPwacc6P9957j8TERGJjY8nNzWV6HSvVPE2tWlFKNe1kvbeaaxehc7zhiW7v6h7IMybqeoWYnZ7POGU3IIGFhu9ISHLt2YN79OhR6z7NzdH6c4/moL/icsOA+Js960BYgSfCwTz77LM8++yzHpCm/jRes9rU6NIH5u6GSqs7DuQZRqCnk/GvwPBA9xEzXMrFFOBfJYFUdW5HL+Bbidafe9zu+iu3WSm0x78KsHgn8VNAQIBX2r1VuJ8RpQ5EJEVEDonIERF5oYb9vxKRAyKyR0S+EZGmn+KsUpyc/dcMYxIb6lxnrvjqVS4fPkwLP2P4KqhvLKY61oxXOBNpXEPrzz1ud/0ppQi0+BJo8cVi8s6ATFMPie81A2KPo/UWMBroBUwWkV7Vqu0C+iml4oGlwOvekserKAUXT+BY52dnn70H0jvUOTWf2bEDgA5tDTsaepP5j4owCBrX0Ppzj9tdfz5mC22DwokM9N6qJuUhf4yGwps9kP7AEaXUMaVUKfAJRmRfB0qpdUqpQvtmBlCPhK+NiIsn4Oko+H/X4+sopdhlD6IY72QP5Mx2YxlwcMf2+LRroyfQNZpGgPbHqh1vzoF0AE5W2j4FDKij/mPUkipXRKYB0wDat2/PihUrHPsqvGErr0nv0aMHMTExrFmzxvGUFBYWxrBhw8jMzOTEiROOuqNGjSI3N5ct9vwbAAkJCURFRVU5T2RkJMnJyWRkZFQJAzB27FguZPwfbYDzNn8yVqxgwIABhIaG8ofyrWQTzLYvLnAxqjOJiYmkp6c7uq1+fn6kpKSQlZXFoUOHUHfeSfc//pGoIUMIj47m2/R0sMtQ0zWZ7MNl3rim7Oxsdu/e7SgbMGAAYWFhfPnll46yzp1vfk2N6T5Vv6bAwECKiopuq2u6lfcpLCzMpWvq2LEj+fn5BAcHk5+fT3l5uaNueHg4JSUljmCDYHhgm81mrl27vvjT19eXwMBA8vLyHFn9RISwsDCKioqq9I4qvL0rfC7AiCsVFxdHeXk5ZrOZ119/nYEDBxISEkJBYSFXSgvww4wPJkJDQ7FarRQUXE+DFBAQgJ+fH1evXnWUWSyWel8T4GjD3Wvy8/MjICCA3NxcR8/GbDYTEhJCYWEhpaWljrq1XRNww3evLsRbXSgRmQikKKV+bt9+FBiglJpRQ91HgBnAUKVUnf3ifv36qe32J/VGw4ezYOXrMOG38KDOGqjR1MXBgwfp2bNng8pQ8UcP8MUXX/Dyyy87jGZ+aTEXinIRG0SFt2lWPZCa7o2I7FBK3RheA+8OYZ0GOlXa7mgvq4KIjAR+DYy5mfFotFTEwOp6l9tNFR06RvkV5ybWMjMz3T5fc0brzz1uF/1du3aNiAgj30d6ejojht3LtElTuK//PYgI48aNIykpidjYWEegwnfeeYfnnnvO0Ubl0Okffvgh/fv3JzExkenTp9eZ97ywsLDWfU0Bbw5hbQO6iUgXDMMxCXiocgUR6QPMx+ipXPCiLN6jvAwO27vrd143IM/sKcKq4PlufnQKvLmd3v3BB+yYP5/eeUHYss/Sa/UCQgfVaPQdnDhxgsTERLfEb85o/bmHx/T3kzqe8KfNh5H2AIpfvwvv1uEk96nzoylFRUUkJiZSXFzM2bNnWbt2LQCl1nL27t7NF5vXMyjOmINcsGABLVq0oKioiLvuuosJEyYwYcIE7r77bubOnQsYMah+/etfc/DgQZYsWcJ3332Hj48PTz31FB999BFTpkypUY7S0lICAwNr3NcU8JoBUUqVi8gM4AvADCxQSu0Xkd9juMavBOYCwcBn9m7iv5RS3k2h5WmO7YCSAmjfA8KNzGFKKRadLOVqGbzQ3TlHocOrVnFh0xZswTGIvx9BCdUXrGk0Gk8REBDg6EFt3ryZKVOmsG/fPvLLionv24de3WMwifHg98Ybb7Bs2TIATp48yeHDh0lOTiY6OpqMjAy6detGVlYWgwYN4q233mLHjh3cdZfxMFlUVOTIJ3I74lVHQqXUamB1tbLZlT6P9Ob5bwkH7JONvYY5io4V2rhaZoQvae9/8/FTm9XK0a++ItJiLBcMv+8ezMFN96lEo6kXzvYcRk673hvxIHfffTeXLl3i7PlzFJeXERgUSJivMaGcnp7O119/zebNmwkMDGTYsGGO8O+TJk3i008/JSYmhvHjxyMiKKVITU3llVde8bicjRGvOhI2Cx54Fn6/EVKurw3YYV++mxTuXAiTszt2UHzlCh2DjSeVluNGOXXqUaOcq6epGa0/97hd9JeVlYXVasUSEggozGJ2OA7m5uYSERFBYGAgWVlZZGRkOI4bP348K1asIC0tjUmTJgEwYsQIli5dyoULxoj85cuXq6xSq05oaKj3LuwWoEOZuIvFF2IGVSnak2t4oPcJc87/48iaNfiJhZByM+LnS0SKc4l6cnNzm3wohIZE6889mrL+KuZAwD7kvGgRLQKCCfYNwKeS13lKSgrvvPMOPXv2pEePHiQnJzv2RURE0LNnTw4cOED//v0BIzHUSy+9xKhRo7DZbPj4+PDWW2/RuXPNQTasVqtjOX5TRBsQL1ARAyvWSQ/0I59/TqTFeBIJHzUYc4hzmce2bNnC2LFjb15RUyNaf+7RlPVX28qoMaNGM2bUaMe2n58fn39eo3saQI3JqB588MEa08/WREFBAeHh4U7VbYw0XdPXGFj9Z/ivf4PMqjGBKkfhvRn5585xassWgnwCQMTp4SuNRqNpaHQPxB12rYbdX8KwnzqKlFLc19pCpJ+V7k5E4fULDWXCxx9zNTubvlMfwxwa7E2JNRpNNUqt5VwozCXIx58If/fyjjc3tAFxlfIyyNpofO51fc5CRPjfBOfHhX0CA+ltn4CrLwkJCS4dpzHQ+nOP20V/ReWllNrK8bWV37yyh2mqc0gV6CEsVzm2HUoKDf+PiLrzFteFrbiE3PVbXYrKGRUV5fJ5NVp/7nK76K/YnnXQ30s5P+rCEwmlGhJtQFxl3zrjvZL/B8D+a1b2X7NSaru5QdiblsaXoydw8IHHODz13+stQuWgZ5r6o/XnHreL/irS1nor62BdVA7G2BTRBsRVdn9hvMdX9YV8fn8xvdfm848zZTdtYv8nn8DWgwCEDx/ocRE1Gk3dWG02ym1WRKTK8l2Nc2gD4gpFefD9JhAT9B7hKLYpxabLxjjqwBZ1Ty8V5+Zy7st0ws2BmEKCaPnjH3hVZI1Gcx2z2UxiYiK9e/fm/kHD+dtb811O7jRnzhzmzZt3Q/nUqVPp0qULCQkJdO/enSlTpnDq1CmXzpGdnU3v3r1r3Ld161aGDRtGt27d6Nu3L/fffz979+516Tz1RU+iu4IIPPYWXDgOwRGO4gN5RgiTjgHCHTcJoHjgs89op4wVH61+/APMgfWfTLtZrH5N3Wj9uUdT1l9FLKycojyOnj7Bc9N+wYvF5bz44osePc/cuXOZOHEiSin+9Kc/MXz4cPbt24evrzHfYrG49xd8/vx5fvKTn/Dxxx8zcKAxirFx40aOHj1KXFyc2/LfDN0DcQX/YCMmz0NV491syDF6H4Nu0vsA2PP+3+jgYzgQRT7mnNNRdSp7xWrqj9afe9wO+gvy8SO6Q2feeecd3nzzTZRSVUKzAzzwwAOkp6cDRh74vn37kpCQwIgRI25o77333mP06NFVkkeBsTrz2WefpW3btg7HxODgYEdiqKVLlzJ16lTAMArjx48nISGBhIQENm3aVKWtY8eO0adPH7Zt28abb75Jamqqw3gA3HPPPYwbNw4wei7Dhw8nPj6eESNG8K9//cs9hVVD90A8yD/PGQZkZOu61Zpz+DCmXd9j8WtLyJD+BMX1cOl8GRkZt8WPuKHQ+nMPT+lv8pr/rXXfz2PvZUQnY+jmm5P7eH//ulrrpqX8ot7n9rf44m/xpVX3HlitVkcMq5q4ePEijz/+OOvXr6dLly5cvny5yv4333yTr776iuXLl9e6uqpv375kZWU5PPgrMjNWZubMmQwdOpRly5ZhtVrJz8/nypUrABw6dIhJkyaxcOFCEhISeOWVV0hNTa1V5l/84hekpqaSmprKggULmDlzJsuXL3dKN86geyD15fwxWPgM7FtbpfhameKbi+WYgDHt6jYguxctwqps2PwsdHj2MddFqZTeVFN/tP7co6nrr75zHhkZGQwZMoQuXboA0KJFC8e+xYsX8/nnn7N06dI6l+ZWP2fl1LcVrF27lieffBIw5mrCwowo3RcvXmTs2LF89NFHtfrgDBgwgJ49e/LLX/4SMELVP/SQkYbp0UcfZePGjc5erlPoHkh92fypEcLk2kXoPdxRfCDPSqAZ4iLMtPGr2y4nTJmCzWqlU8powobc7W2JNZpGjbM9hxGdejt6I57gdMEVWvgFEejjx7FjxzCbzbRp0waLxYLNZnPUqwjfXhdxcXFkZmZy6tQph4GpiV27djmGvipH6nbmHGFhYdxxxx1s3LiRXr2MfEGxsbHs3LnT0aPZsmULS5curTFGlzfQPZD6krHUeL/7J1WKk1tYuDA6lI+Sbp7Ho2X37ox85RU6DR3SrPItazSNBQWUWsvILyvh4sWLPPHEE8yYMQMRISoqiszMTGw2GydPnmTr1q2AMeezfv16jh8/DlBlCKtPnz7Mnz+fMWPGcObMmRvPpxRvvPEGZ8+eJSUlBTAWIRw6dAibzeZIWAVGSPi//OUvgBH0MTfXSHHt6+vLsmXLWLx4MR9//DEATz/9NAsXLqwyT1I5Te7AgQP55JNPAPjoo48YPHiw27q74cKa0ispKUk1GBeylfoxSj0SpFRJoUtNXP5yvTr9pwWqLDfPw8JpNE2DAwcONOj5C0qLlclkUj17x6qevXqp+Ph4NXfuXGW1WpVSStlsNvXQQw+pHj16qHHjxqmhQ4eqdevWKaWUWr16tUpMTFTx8fFq5MiRSimlfve736m5c+cqpZRas2aNSkxMVBcvXlSpqakqKipKxcfHqzvvvFM98sgj6uTJkw45PvvsMxUdHa0GDBignn76aZWamqqUUurcuXNqzJgxqnfv3iohIUFt2rRJHT9+XMXGxiqllLpy5Yrq16+fWrFihVJKqc2bN6shQ4aorl27qrvvvlv98Ic/VNu2bVNKKZWdna3uvfdeFRcXp4YPH65OnDhRp25qujcYGWRr/D8W5eLa54aiX79+avv27Q1z8tVvwMJfQvJE+NVnjuKzxTZCLUKQpe7exNldu9h/36MElwpR//1r2j7uWgysCrKzs2+bcBINgdafe7iqv4MHD9KzZ0/PC1QHZdZyCspLKCgrcXieh/sF0cK/YYOXlpSUNKpwJjXdGxHZoZTqV1N9PYRVH7bZu5n9x1cpnp5ZRKvV11h6um7v8+3Pzya4VLD5+dB6svup33fv3u12G80ZrT/3aOz6q/xwXFBeyuXifLvxEEJ9A4nwa/jIu9WX+zY19CS6s1y7BAfWg9kH+t7vKD5eYGPVuXJ8TDCkVe2hEM7v3Yt8tw8swUROm6Rznms0XqLUWs6FolwCLX6OHkaQxZdSH38CffwItPhiEv3s7Am0AXEWaxmMngnFeRAY5ij+y/ESFPBgB59aV1/ZrFa+fvhndLUEo3zMdP736bdIaI2meWG12ThfmEuZrRzh+pCyj9lCm0q/W41n0AbEWSLawdT/qVJUWK54/4QxbDUjuvZQ0BmvvEa7Y7lg8qPt9IewRHjmizxgwACPtNNc0fpzj8aov5ziPMps5VhMZtoGNf5UsUFBDT+M5g66H+cGaafKuFKmuCvcTP+Imm3xpawsjrz8BoEmP8xR7en825keO3+Fg5HGNbT+3KOx6a/EWkZ+WTGC0DYwHHMTGKYym5t2BODGr+GGpqwEfjsIvn4PbNbrxTbFK4dLAPhFHb2P4txcrrQN5GpyV+KWv48pwN9jon355Zcea6s5ovXnHo1Nf/mlhjNeiG8AvuamMbhy7dq1hhbBLbQBuRnbV8KhTfD5G0b4djtXyxRdAk30CDYxuWPNiWhspWV0HDCAJ/fs4d6li/GP7nSrpNZomh0VmQWDfJxbFrt8+XJEhKysrFrrTJ06laVLDefhqKgoLl26dEOd2sK534z09HQefLDuQKrp6emEhYWRmJhIz549HdGC09PTeeCBB+p9Tk+jDcjNSP+b8T7icSOMu53Wfia+HBjIt/cEYTFV9f9QNhv7/zCP3f3GUHToGL7BwfiFht5KqTWaZoVSCpOY8DGZne59pKWlcc8995CWluZl6dxj8ODBZGZmsn37dj788EN27tzZ0CI50AakLi6fgcwvjKW79xgByUptivxyY325iBDpX1WFRZcu8Xm/4eS+vpCS7FNc+vT/vCZe586dvdZ2c0Drzz0ak/5EhHZB4XQKaeXU3Ed+fj4bN27kr3/9qyPUBxiGaMaMGfTo0YORI0feEJ339ddfJy4ujv79+3PkyJEb2s3MzCQ5OZn4+HjGjx/viKJ75MgRRo4cSUJCAn379uXo0aMAmEyGrNu2baNPnz6O8poICgoiKSnphvNW7wH17t2b7OxsCgoKuP/++0lISKB3794sWbLkpnqpL9qA1MW3i0DZIOmHENoKm1JM3VnE8I0FXCyxValaXlzM9jkv8123IbQ4koNJhIDxw+n4mxm1NO4+iYmJXmu7OaD15x6e0l9GaFytr/N/ux7x4dyCT+usWx9WrFhBSkoK3bt3p2XLluzYsQOAZcuWcejQIQ4cOMDixYtvyMURFhbG3r17mTFjBs8888wN7U6ZMoXXXnuNPXv2EBcX5xhyevjhh3n66afZvXs3mzZtol27doAxib5p0yaeeOIJVqxYQdeuXWuVOScnh4yMDGJjY526xjVr1tC+fXt2797Nvn37HDG4PIk2ILWxfSV8Nsf4PPwxSm2Kx3YVkXaqjIP5Vk4XGb2QoitX2DB7Dsvbx1L63x8TbDVTaoEOb/yGhEV/9mqwxIokNxrX0PpzD0/oz3azUEqVdl8tLay9Xj1JS0tj0iQjlNCkSZMcw1jr169n8uTJmM1m2rdvz/Dhw6scN3nyZMf75s2bq+zLzc3l6tWrDB06FIDU1FTWr19PXl4ep0+fZvx4I4KFv78/gYGGI/H+/fuZNm0a//znP7njjjtqlHXDhg306dOHUaNG8cILLzhtQOLi4vjqq6+YNWsWGzZs8MqquaaxVKEh+H4zlJdiHfUUi1uM4JVv8jlcYCPADP/o60diuLH87vg337DhpZcYGtQDEcEyvB9JC/+MT7j35zwqonRqXEPrz3XKbFbO517mbMEV8kqLKbaWEd/q+h/g349s5XJxPoXlJRSWl1JUXup4/1mLPo56xeWltDn5da3naRXS2vE5Ysp4gh5+ALOYMZtMWExmLGK8+5icXw57+fJl1q5dy969exERrFYrIsLcuXNvemzlB0JPPBxGRkZSXl7Orl27aN++fY11Bg8eXGdckdwZAAAQhElEQVR49trCz3fv3p2dO3eyevVqfvOb3zBixAhmz57ttsxVzu3R1qohIinAnwEz8L5S6tVq+/2AxUASkAM8qJTK9qZMtVJSCMd3Qsw9AJQ+8AIHSlvwxPkYCt/4gMhLZxh1PJOkk99j9Qtmb9soYtcsJGb8eGJTHyW8VRR3TJpASJLn8hVoNJUpt1m5VlpEibWM4vIyiq1llNms2JQNq1L0jGhPoH0F0vdXznK24KqRuEwpex3jc6hfAIPbxwBgUzY+O7zF0Ubl+jalGNwhhpgI44/ty3/tYcn3mymxlmNVNvCD5Rs+BCDA4suCkdcjLGw8k8W5wpoNtK1St8IkglnMiIAgmEQQBD+LD34mS+V1K0R6yJN86dKlPProo8yfP99RNnToUDZs2MCQIUOYP38+qampXLhwgXXr1jkSMgEsWbKEF154gSVLlnD33VVz+YSFhREREcGGDRsYPHgwH3zwAUOHDiUkJISOHTuyfPlyxo0bR0lJCVar1XHM4sWLue+++wgKCmLYsGH1vp6oqCiHgdm5c6cj3PyZM2do0aIFjzzyCOHh4bz//vv1bvtmeM2AiIgZeAu4DzgFbBORlUqpA5WqPQZcUUrdKSKTgNcA1xKEO4GtvJxzW77j3IZ1FJ8+gyk3B1PuJYLzzhJekgNYODDtfUam/pBvX/ovds77E7/174C/yYcA8cUkAghQQMHZ/VzbtJPwEQMZ+7e/eUvkOmlMUTwbGyXWMk7lX0YpVeUP0YaxfWdYpEN/x69d5HzhVXu9SnWVIsjHjwFt73S0uzp7F1Z7HUfbGKGt+7SO4s7wtgAcuXqOzecOo5TxJ63s51X2+j+PHW7/PsGnhzM4V3DV0Y5CYbUpispLSWzdmTHRSQAczT3PnC1/r/WaXx44iS4+xhN7+ukDrDt1oMZ60aFtHAYEhOXHao9uHR3WxmFAUFBYXgqAWUz4KCE8MJhgH39CfQOwKeW4pvFd76LUaiXQx5cAiy+BFl8CLX4EWHy5cPyko31/iy+dQ1vVen5vkJaWxqxZs6qUTZgwgbS0NN5++23Wrl1Lr169uOOOO24wEleuXCE+Ph4/P78aV28tWrSIJ554gsLCQqKjo/mb/b/hgw8+YPr06cyePRsfHx8++8yY2xERIiMjWbVqFaNHj2bBggX19vCfMGECixcvJjY2lgEDBtC9e3cA9u7dy3PPPYfJZMLHx8eRY8STeC2cu4jcDcxRSv2bffs/AJRSr1Sq84W9zmYRsQDngNaqDqHcCededOUKH93ZgkGhncnNCamxzol+fXlw7SK2vf022+f+D31yDMc/BUh4MH7RnWgxbCDh995NSHIfTH61OxFqGo7j1y7yn5s+qXX/H5J/7Piz/+v+dXx9cl+N9e4Iaclrg64/gT605k0UNX89f9prKKPuiAdg3an9vFst7XFlPhz1NGb7CpzfbP6Uo7k1p4cd3L4HT8WPAuB0/mX+sHUZARYf/Mw++Jt98DFbMItgFhOPxAymnT18x7pTBzh4+TRmMWEWQezvZjHRMiCEH0RdnwD/x9FtmEUw2euYxGTvGZiIiWhPh2AjdWuJvcfjZ/bBIiaXh3AaIpy7xjnqG87dm0NYHYCTlbZPAdVNq6OOUqpcRHKBlkAVbx0RmQZMA2jfvj0rVqxw7KuYsPr2228dZT169CAmJoY1a9ZQUmJ4i4eFhTGof38snaIpLynDFFKK1WTCavGh0DeAS/4R5ERGYY2JJjs7m7ueeoozkZFcOXgca0QoreJ6kjxkMBkZGWSePw9Xz8Gazxk7dizZ2dlVQlsPGDCAsLCwKp66nTt3JjExkfT0dMfYu5+fHykpKWRlZXHo0KF6X1PF8ZmZmZw4ccJRd9SoUeTm5rJlyxZHWUJCAlFRUVV0FxkZSXJyMhkZGVXyWzfkNYWFhTFs2DC3rylr734ibD6IPaReqxYtKS0poaCgAEHYtH4jV9tHERsbS+6xM3Q0BSAIwUFBtGzRggvnzlN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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "compare_CDF(\n", " cliqz,\n", " ublock,\n", " brave,\n", " duck,\n", " abp,\n", " attr=\"blocked\",\n", " log_x=True,\n", " log_y=False,\n", " title='Decision Time: Blocked Requests (CDF)'\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### 99th percentile" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "p99 = pd.DataFrame({\n", " 'request_type': ['_all', 'not_blocked', 'blocked'],\n", " 'cliqz': get_99p(cliqz),\n", " 'ublock': get_99p(ublock),\n", " 'brave': get_99p(brave),\n", " 'duck': get_99p(duck),\n", " 'abp': get_99p(abp),\n", "})\n", "\n", "p99['ublock_vs_cliqz'] = p99.ublock / p99.cliqz\n", "p99['brave_vs_cliqz'] = p99.brave / p99.cliqz\n", "p99['duck_vs_cliqz'] = p99.duck / p99.cliqz\n", "p99['abp_vs_cliqz'] = p99.abp / p99.cliqz" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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request_typecliqzublockbraveduckabpublock_vs_cliqzbrave_vs_cliqzduck_vs_cliqzabp_vs_cliqz
0_all0.0476630.0351820.02785412.5941790.0769950.7381410.584395264.2338711.615404
1not_blocked0.0432270.0340140.03160311.9605170.0776170.7868690.731094276.6908881.795568
2blocked0.0507300.0368220.02325613.1315940.0763210.7258430.458427258.8526321.504455
\n", "
" ], "text/plain": [ " request_type cliqz ublock brave duck abp \\\n", "0 _all 0.047663 0.035182 0.027854 12.594179 0.076995 \n", "1 not_blocked 0.043227 0.034014 0.031603 11.960517 0.077617 \n", "2 blocked 0.050730 0.036822 0.023256 13.131594 0.076321 \n", "\n", " ublock_vs_cliqz brave_vs_cliqz duck_vs_cliqz abp_vs_cliqz \n", "0 0.738141 0.584395 264.233871 1.615404 \n", "1 0.786869 0.731094 276.690888 1.795568 \n", "2 0.725843 0.458427 258.852632 1.504455 " ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "p99" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Medians" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "medians = pd.DataFrame({\n", " 'request_type': ['_all', 'not_blocked', 'blocked'],\n", " 'cliqz': list(map(lambda x: np.median(x), [cliqz.all.raw, cliqz.not_blocked.raw, cliqz.blocked.raw])),\n", " 'ublock': list(map(lambda x: np.median(x), [ublock.all.raw, ublock.not_blocked.raw, ublock.blocked.raw])),\n", " 'brave': list(map(lambda x: np.median(x), [brave.all.raw, brave.not_blocked.raw, brave.blocked.raw])),\n", " 'duck': list(map(lambda x: np.median(x), [duck.all.raw, duck.not_blocked.raw, duck.blocked.raw])),\n", " 'abp': list(map(lambda x: np.median(x), [abp.all.raw, abp.not_blocked.raw, abp.blocked.raw]))\n", "\n", "})\n" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [], "source": [ "medians['ublock_vs_cliqz'] = medians.ublock / medians.cliqz\n", "medians['brave_vs_cliqz'] = medians.brave / medians.cliqz\n", "medians['duck_vs_cliqz'] = medians.duck / medians.cliqz\n", "medians['abp_vs_cliqz'] = medians.abp / medians.cliqz" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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request_typecliqzublockbraveduckabpublock_vs_cliqzbrave_vs_cliqzduck_vs_cliqzabp_vs_cliqz
0_all0.0074960.0109780.0061688.0443200.0113081.4645140.8228391073.1483461.508538
1not_blocked0.0076200.0110090.0062232.1641590.0111631.4447510.816667284.0103671.464961
2blocked0.0071970.0109340.0060628.3113660.0116101.5192440.8422951154.8375711.613172
\n", "
" ], "text/plain": [ " request_type cliqz ublock brave duck abp \\\n", "0 _all 0.007496 0.010978 0.006168 8.044320 0.011308 \n", "1 not_blocked 0.007620 0.011009 0.006223 2.164159 0.011163 \n", "2 blocked 0.007197 0.010934 0.006062 8.311366 0.011610 \n", "\n", " ublock_vs_cliqz brave_vs_cliqz duck_vs_cliqz abp_vs_cliqz \n", "0 1.464514 0.822839 1073.148346 1.508538 \n", "1 1.444751 0.816667 284.010367 1.464961 \n", "2 1.519244 0.842295 1154.837571 1.613172 " ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "medians" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Request type _all\n", "\n", "| | 99% OF REQUESTS | MEDIAN |\n", "| ------------- | ---------------------------- | ---------------------------- |\n", "| **Cliqz** | **0.048ms** | **0.007ms** |\n", "| uBlock Origin | 0.035ms (**0.7x slower**) | 0.011ms (**1.5x slower**) |\n", "| Adblock Plus | 0.077ms (**1.6x slower**) | 0.011ms (**1.5x slower**) |\n", "| Brave | 0.028ms (**0.6x slower**) | 0.006ms (**0.8x slower**) |\n", "| DuckDuckGo | 12.594ms (**264.2x slower**) | 8.044ms (**1073.1x slower**) |\n", " \n", "Request type not_blocked\n", "\n", "| | 99% OF REQUESTS | MEDIAN |\n", "| ------------- | ---------------------------- | ---------------------------- |\n", "| **Cliqz** | **0.043ms** | **0.008ms** |\n", "| uBlock Origin | 0.034ms (**0.8x slower**) | 0.011ms (**1.4x slower**) |\n", "| Adblock Plus | 0.078ms (**1.8x slower**) | 0.011ms (**1.5x slower**) |\n", "| Brave | 0.032ms (**0.7x slower**) | 0.006ms (**0.8x slower**) |\n", "| DuckDuckGo | 11.961ms (**276.7x slower**) | 2.164ms (**284.0x slower**) |\n", " \n", "Request type blocked\n", "\n", "| | 99% OF REQUESTS | MEDIAN |\n", "| ------------- | ---------------------------- | ---------------------------- |\n", "| **Cliqz** | **0.051ms** | **0.007ms** |\n", "| uBlock Origin | 0.037ms (**0.7x slower**) | 0.011ms (**1.5x slower**) |\n", "| Adblock Plus | 0.076ms (**1.5x slower**) | 0.012ms (**1.6x slower**) |\n", "| Brave | 0.023ms (**0.5x slower**) | 0.006ms (**0.8x slower**) |\n", "| DuckDuckGo | 13.132ms (**258.9x slower**) | 8.311ms (**1154.8x slower**) |\n", " \n" ] } ], "source": [ "for request_type in ['_all', 'not_blocked', 'blocked']:\n", " print('Request type', request_type)\n", " print(generate_table(p99, medians, request_type=request_type))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Serialization and Deserialization timings" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "compare_CDF(\n", " cliqz,\n", " ublock,\n", " brave,\n", " abp,\n", " adblockfast,\n", " attr=\"serializationTimings\",\n", " log_x=True,\n", " log_y=False,\n", " y_label=\"Fraction of All Samples\",\n", " title='Serialization Timings (CDF)'\n", ")" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "compare_CDF(\n", " cliqz, \n", " ublock, \n", " brave, \n", " abp, \n", " adblockfast,\n", " attr=\"deserializationTimings\", \n", " log_x=True, \n", " log_y=False, \n", " y_label=\"Fraction of All Samples\", \n", " title='Deserialization Timings (CDF)'\n", ")" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "def compute_loading_medians(field, *adblockers):\n", " return pd.DataFrame({\n", " 'adblocker': [adblocker.label for adblocker in adblockers],\n", " field: [np.median(getattr(adblocker, field).raw) for adblocker in adblockers],\n", " })" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "serialization_medians = compute_loading_medians('serializationTimings', cliqz, abp, brave, ublock)\n", "barplot(\n", " serialization_medians, \n", " 'serializationTimings',\n", " title='Serialization Timings (Median)',\n", " ylabel=\"Time (ms)\", \n", " color=[cliqz.color, abp.color, brave.color, ublock.color], \n", " save=True\n", ")" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "image/png": 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1aYeQCbXLFqQdQiZ4fU5GOZazJ5AY1NXVpR1CJtQt9wSSBK/PySjHcvYEEoP29va0Q8iE9tnz0w4hE7w+J6Mcy9kTSAw2b96cdgiZsHn7KWmHkAlen5NRjuXsCcQ551xRPIHEoLKyMu0QMqFy7WNph5AJXp+TUY7l7OOBuPj5eCDOla1UxgOR9FZJd0p6WNJDkr4QTp8i6TZJj4a/J4fTJekSSSslLZP03rhii1t3d3faIWRC94Gnpx1CJnh9TkY5lnOcTVivAnPNbB+gCThD0j7AV4HbzWxv4Pbwb4DDgL3Dn1OBH8cYW6xWrVqVdgiZsGrvlrRDyASvz8kox3KOLYGY2TNmdn/4egPwCDANmAVcGS52JXBk+HoWcJUFuoBJkvaIKz7nnHNbJpGL6JJqgP2AxUCVmT0TznoWqApfTwOejKy2OpzmnHOuBG0b9xtI2hH4DfBFM3tJGrigamYmqaCrlZJOJWjiYurUqbS1tfXPy/WnH+3Vsra2lrq6Otrb2/vvs66srKS5uZnu7u5Bp40tLS309fWxePHi/mn19fXU1NQMep+qqiqampro6upizZo1/dNnzZpFb28vQP/yjY2NVFZW0tHR0b9cdXU1DQ0NdHZ20tfXB0BFRQWtra309PQMGtqyVPZp6dKl/dMK3qcZcwYNP5sbxyPam27tsgXULV9A++z5/c93VK59jOb2uXQfePqg5qqWG06mb8r0oJyPWxjs0+JLqVnZ0f83QNXqJTQtmkfXzHNYs+cBA/t07ZH0Tm9haePANZTGznlUrltJx1GXBxPa2rJ3nEbYp6A42raqfSrF4xQt51Lcp+HEeheWpDcDNwO/N7OLw2krgGYzeyZsouo0s1pJl4Wvrxu63EjbL9W7sJ599ll23333tMMoHTHdhfXstAPY/aklsWzb78Ia4PU5GaVazmndhSXg58AjueQRugk4MXx9ItAWmf6p8G6sJqBvtORRyqKZ3MVncfM5aYeQCV6fk1GO5RxnE9YHgBOA5ZJy96d9HbgAuF7Sp4FVwNHhvFuAw4GVwEbg5Bhjc845t4ViSyBmdhcwUtvFocMsb8AZccXjnHNufHlXJjGor69PO4RMqF98adohZILX52SUYzl7AolBTU1N2iFkQs3KjrEXclvM63MyyrGcPYHEYKxb39z4iN6y6+Lj9TkZ5VjOnkCcc84VxROIc865ongCiUFVVdXYC7ktVrU6pocI3SBen5NRjuXs44G4+Pl4IM6VrVSeRM+yrq6utEPIhK6Z/iR6Erw+J6Mcy9kTSAyinae5+EQ7SHTx8fqcjHIsZ08gzjnniuIJxDnnXFH8IrqLn19Ed65s+UX0hOUGlXLx6p3uY6InwetzMsqxnD2BxCA62piLT3REQRcfr8/JKMdyzqs7d0n7Ax8EpgKbgAeB28xsfYyxOeecK2GjnoFIOlnS/cDXgAnACuA54GDgD5KulPS2+MN0zjlXasY6A9ke+ICZbRpupqQGYG/g/8Y7sHLW2NiYdgiZ0Ng5L+0QMsHrczLKsZxHTSBm9qMx5nePNj+rKisr0w4hEyrXrUw7hEzw+pyMciznvC6iS/q+pJ0kvVnS7ZKel3R83MGVq44OH+goCR1HXZ52CJng9TkZ5VjO+d6F1WJmLwFHAL3AdODLcQXlnHOu9OWbQHJNXR8DfmVmfTHF45xzrkzkdRsvcLOkHoJbeE+TtCvwt/jCKm/V1dVph5AJ1Y+W3yl/OfL6nIxyLOe8uzKRNAXoM7PXJG0P7GRmz8Ya3Ri8K5My4V2ZOFe2trgrE0nbEDz7cYaks4DPAp8cvxC3Lp2dnWmHkAmdrRelHUImeH1ORjmWc75NWL8laLJaDrweXzhbh74+v0SUhL6d35F2CJng9TkZ5VjO+SaQPc1s31gjcc45V1byvQvrVkne9WmeKioq0g4hEyo2rks7hEzw+pyMciznvC6iS5oNXEOQcF4BBJiZ7RRveKPzi+hlwi+iO1e2xmM8kIuBg4DtzWwnM5s4VvKQNF/Sc5IejEw7T9JTkrrDn8Mj874maaWkFZI+mmdcJamnpyftEDKhZ8actEPIBK/PySjHcs43gTwJPGiFDV94BdA6zPQfmllD+HMLgKR9gDnAu8N1Lg3v/CpLK1asSDuETFixryeQJHh9TkY5lnO+F9EfBzol3Qpszk00s4tHWsHM/iipJs/tzwIWmNlm4AlJK4EDgbvzXN8551zC8j0DeQK4HdgOmBj5KcaZkpaFTVyTw2nTCM5yclaH05xzzpWovM5AzOzb4/R+Pwa+A1j4+yLglEI2IOlU4FSAqVOn0tbW1j9v5syZACxatKh/Wm1tLXV1dbS3t7N5c3DyVFlZSXNzM93d3axatap/2ZaWFvr6+li8eHH/tPr6empqaga9T1VVFU1NTXR1dbFmzZr+6bNmzeof1zi3fGNjI5WVlYN62qyurqahoYHOzs7+e78rKipobW2lp6dn0KlsqexTdLjNgvdpxpxBzU0zb50b7NNhAw8C1i5bQN3yBbTPns/m7acE+7T2MZrb59J94Oms2nvgJsCWG06mb8r0oJyPWxjs0+JLqVnZ0f83QNXqJTQtmkfXzHNYs+cBA/t07ZH0Tm8ZNCRuY+c8KtetHOjht60te8dphH0KiqNtq9qnUjxO0XIuxX0azqh3YUn6KXCJmS0fZt4OwDHAZjO7doT1a4Cbzew9o82T9DUAM/teOO/3wHlmNmoTVqnehfXiiy8yadKktMMoHTHdhfXilHcwad1jsWzb78Ia4PU5GaVazltyF9aPgG9KekTSryRdGjY9/Qn4M0Ez1q8LCGSPyJ+zCcZWB7gJmCOpQtJeBKMc3pPvdktN9JuAi0/0DMbFx+tzMsqxnMcakbAbOFrSjsD+wB4EPfI+Ymaj3jIg6TqgGdhF0mrgXKA5HAbXCMYV+dfwfR6SdD3wMPAqcIaZvbYF++Wccy5m+V4DeRnoLGTDZnbsMJN/Psry8wAf5No5V9K6dpoRz4av/m4s22566Q1XIMZNvndhuQLU1tamHUIm1C5bkHYImeD1ORk73HBH2iEUzBNIDOrq6tIOIRPqlnsCSYLX52TseONWnkDCgaTcGNrb29MOIRPaZ89PO4RM8PqcjOcv+UraIRQs3wGl3i/pYaAn/Lte0qWxRlbGcvddu3jlnhdx8fL6nIzXJ6faN21R8j0D+SHwUWAtgJktBT4UV1DOOedKX95NWGb25JBJfpvtCHJPlbp4Va6N6SFCN4jX52Rs+8RTaYdQsHw7U3xS0vsBk/Rm4AvAI/GFVd6am5vTDiETmtvnph1CJnh9TsbO3/px2iEULN8zkM8CZxB0cPgU0BD+7YbR3d2ddgiZ0H3g6WMv5LaY1+dkvHTKrLRDKFheCcTMXjCz48ysysx2M7PjzWxt3MGVq2hHZS4+0Q4WXXy8Pidj0yEHjL1QicmrCSvsn+pzQE10HTP7p3jCcs45V+ryvQaykKAbkt8Cr8cXjnPOuXKRbwL5m5ldEmskW5GWFm9aSULLDSenHUImeH1Oxi6fuzDtEAqW70X0/5R0rqSDJL039xNrZGUsNwCMi1duUCkXL6/PyXh1r6lph1CwfBPIDOAzwAUEowheBPx7XEGVu+jIXi4+i5vPSTuETPD6nIwXzzoh7RAKlm8T1ieAt5vZ3+MMxjnnXPnI9wzkQaD0xlp0zjmXmnzPQCYBPZKWAP09q/ltvMOrr69PO4RMqF/s/XkmwetzMibOX5h2CAXLN4GcG2sUW5mampq0Q8iEmpUdaYeQCV6fk7H9nfemHULB8n0SfdFwP3EHV67a2trSDiET2o4rv29s5cjrczLWXP3dtEMo2KhnIJLuMrODJW0ALDoLMDMrvw7snXPOjYuxmrB2ADCziQnE4pxzroyM1YRlY8x3w6iqqko7hEyoWr0k7RAywetzMrZ7oCftEAo21hnIbpLOGmmmmV08zvFsFZqamtIOIROaFs1LO4RM8PqcjMkXX5N2CAUb6wxkG2BHYOIIP24YXV1daYeQCV0z/Un0JHh9Tsb6s45PO4SCjXUG8oyZnZ9IJFuRNWvWpB1CJqzZs/zGTyhHXp+T8ff96tIOoWBjnYEokSicc86VnbESyKGJROGcc67syKx8b7Taf//97d57y+/pzcw5ugxPZK8v3/8LF6+unWakHUJBml5avkXrS7rPzPYfbl6+nSkW86bzJT0n6cHItCmSbpP0aPh7cjhdki6RtFLSsnIfa6S3tzftEDKhd7oPdJQEr8/J2HjIsJ/RJS22BAJcAbQOmfZV4HYz2xu4Pfwb4DBg7/DnVODHMcYVu6VLl6YdQiYsbTw97RAywetzMjaccmTaIRQstgRiZn8E1g2ZPAu4Mnx9JXBkZPpVFugCJknaI67YnHPObbk4z0CGU2Vmz4SvnwVyj7hOA56MLLc6nOacc65E5dud+7gzM5NU8JVKSacSNHMxderUQT2Fzpw5E4BFiwY6Cq6traWuro729nY2bw6GMqmsrKS5uZnu7m5WrVrVv2xLSwt9fX2DhvCsr6+npqZm0PtUVVXR1NREV1fXoHvkZ82a1d9enFu+sbGRyspKOjoGuh6vrq6moaGBzs7O/vGmKyoqaG1tpaenhxUrVpTcPkWbMQrepxlzWLHvnIF9unVusE+HXTSwT8sWULd8Ae2z57N5+ynBPq19jOb2uXQfeDqr9h643tFyw8n946HneuStX3wpNSs7BvXQW7V6CU2L5tE185xBz4zMuvZIeqe3DGoCa+ycR+W6lXQcdXkwoa0te8dphH0KiqNtq9qnLTlOm/erHTT87MT5C9n+znsH9aa73QM9TL74Gtafdfyg5zuqTvgGGw/Zf1Bz1aSLr2bbJ54GBnrknXDnEnaa38ba80/j1b2C79JvWv8Su37++7w8+8P89agP968/5ZvBuDjrvjNQn3e44Q52vPEOnr/kK/1lvaXHaTix3oUlqQa42czeE/69Amg2s2fCJqpOM6uVdFn4+rqhy422/VK9C2vTpk1MmDAh7TBKR0x3YW2aMJkJm9bHsm2/C2uA1+fB4roL67VJE9nmxQ3jvt2yvAtrBDcBJ4avTwTaItM/Fd6N1QT0jZU8Sln025GLT//ZgouV1+dkvPBfZ6cdQsFia8KSdB3QDOwiaTXBqIYXANdL+jSwCjg6XPwW4HBgJbARODmuuJxzzo2P2BKImR07wqw3PN1uQTvaGXHF4pxzbvwl3YSVCdXV1WmHkAnVj3rTShK8Pidjwp3lN76NJ5AYNDQ0pB1CJjTcc2naIWSC1+dk7DS//Mae9wQSg87OzrRDyITO1ovGXshtMa/PyVh7/mlph1AwTyAxyN2L7uLVt/M70g4hE7w+JyP3vEc58QTinHOuKJ5AYlBRUZF2CJlQsXFoV2suDl6fk/Gm9S+lHULBfDwQFz8fD8RtRXw8kAF+BhKDnp6etEPIhJ4Zc8ZeyG0xr8/JeHn2h8deqMR4AolBtPM2F59oB40uPl6fkxHtILFceAJxzjlXFE8gzjnniuIJJAbRcRRcfHLjirh4eX1ORm5cj3LiCcQ551xRPIHEIDramYtPdERDFx+vz8mIjihYLjyBOOecK4onEOecc0XxBBKD2tratEPIhNplC9IOIRO8PidjhxvuSDuEgnkCiUFdXV3aIWRC3XJPIEnw+pyMHW/0BOKA9vb2tEPIhPbZ89MOIRO8Pifj+Uu+knYIBfMEEoPNmzenHUImbN5+StohZILX52S8PnmntEMomCcQ55xzRfEEEoPKysq0Q8iEyrWPpR1CJnh9Tsa2TzyVdggF8/FAXPx8PBC3FfHxQAb4GUgMuru70w4hE7oPLL8nd8uR1+dkvHTKrLRDKJgnkBisWrUq7RAyYdXeLWmHkAlen5Ox6ZAD0g6hYJ5AnHPOFcUTiHPOuaJ4AolBS4s3rSSh5YaT0w4hE7w+J2OXz12YdggFSyWBSOqVtFxSt6R7w2lTJN0m6dHw9+Q0YhsPfX19aYeQCX1TpqcdQiZ4fU7Gq3tNTTuEgqV5BnKImTVEbg/7KnC7me0N3B7+XZYWL16cdgiZsLj5nLRDyASvz8l48awT0g6hYKXUhDULuDJ8fSVwZIqxOOecG0NaCcSADkn3STo1nF2TipcAAAz7SURBVFZlZs+Er58FqtIJzTnnXD62Tel9DzazpyTtBtwmqSc608xM0rCPAocJ51SAqVOn0tbW1j9v5syZwOAhOGtra6mrq6O9vb2/U7jKykqam5vp7u4edI97S0sLfX19g07Z6+vrqampGfQ+VVVVNDU10dXVxZo1a/qnz5o1i97eXoD+5RsbG6msrKSjo6N/uerqahoaGujs7OxvX66oqKC1tZWenh5WrFhRcvu0dOnS/mkF79OMOazYd87APt06N9inyJC0tcsWULd8Ae2z5/d3kli59jGa2+fSfeDpg575aLnh5P7rH23HLQz2afGl1Kzs6P8boGr1EpoWzaNr5jms2XPgHvtZ1x5J7/QWljYOPIjY2DmPynUr6Tjq8mBCW1v2jtMI+xQUR9tWtU9bcpw271c7qLlp4vyFbH/nvay5+rv907Z7oIfJF1/D+rOO5+/7DXSHX3XCN9h4yP5sOGWggWXSxVez7RNPA/RvY8KdS9hpfhtrzz+NV/eaBsCb1r/Erp//Pi/P/jB/PerD/etP+ealwOAhcXe44Q52vPEOnr/kK/1lvaXHaTipd2Ui6TzgZeAzQLOZPSNpD6DTzEYdyca7MikT3pWJ24p4VyYDEm/CkrSDpIm510AL8CBwE3BiuNiJwOipr4SNlbXd+Iiebbj4eH1ORvQMplyk0YRVBdwoKff+vzCzdklLgOslfRpYBRydQmzOOefylHgCMbPHgfphpq8FDk06Huecc8Uppdt4txpVVX4DWRKqVi9JO4RM8PqcjO0e6Bl7oRLjCSQGTU1NaYeQCU2L5qUdQiZ4fU7G5IuvSTuEgnkCiUFXV1faIWRC10x/Ej0JXp+Tsf6s49MOoWCeQGIQvZfdxSf6bIeLj9fnZESfFykXnkCcc84VxROIc865oqT+JPqW8CfRy4Q/ie62Iv4k+gA/A4lBrj8sF6/e6T7QURK8Pidj4yHDfkaXNE8gMYh2/ubiE+0M0cXH63Myoh0slgtPIM4554riCcQ551xRPIHEoLGxMe0QMqGx059ET4LX52RMuvjqtEMomCeQGFRWVqYdQiZUrluZdgiZ4PU5GblBpcqJJ5AYREdLc/HpHz3QxcrrczJe+K+z0w6hYJ5AnHPOFcUTiHPOuaJ4AolBdXV12iFkQvWj3rSSBK/PyZhwZ/mNb+MJJAYNDQ1ph5AJDfdcmnYImeD1ORk7zS+/sec9gcSgs7Mz7RAyobP1orRDyASvz8lYe/5paYdQsMTHRM+Cvr6+tEPIhL6d35F2CCXl24qn08qGhQtj2/a5ZdyZ63h7da9paYdQMD8Dcc45VxRPIDGoqKhIO4RMqNi4Lu0QMuGVdV7OSXjT+pfSDqFgnkBi0NramnYImdB64ylph5AJD53i5ZyEXT///bRDKJgnkBj09PSkHUIm9MyYk3YImbD7HC/nJLw8+8Nph1AwTyAxWLFiRdohZMKKff2DLQmeQJLx16M8gTjnnMsITyDOOeeK4gkkBjNnzkw7hEyYeevctEPIhBVzvZyTMOWb5dezQsklEEmtklZIWinpq2nH45xzbngllUAkbQP8CDgM2Ac4VtI+6UZVuEWLFqUdQiYsOsy7MklC7UVezklY953T0w6hYCWVQIADgZVm9riZ/R1YAMxKOSbnnHPDKLUEMg14MvL36nCac865EiMroc7MJH0caDWzfwn/PgFoNLMzI8ucCpwa/lkLlOJDF7sAL6QdRAZ4OSfDyzkZpVrO1Wa263AzSq033qeAt0b+3jOc1s/M/gf4nySDKpSke81s/7Tj2Np5OSfDyzkZ5VjOpdaEtQTYW9JekrYD5gA3pRyTc865YZTUGYiZvSrpTOD3wDbAfDN7KOWwnHPODaOkEgiAmd0C3JJ2HFuopJvYtiJezsnwck5G2ZVzSV1Ed845Vz5K7RqIc865MuEJpACSdpe0QNJjku6TdIukd0p6MJy/v6RL0o6zHEl6TVK3pKWS7pf0/rRjKnWSrpD0RFhuPZLOjczrlFTwHT2SzpP0pTyWOzV8zx5J90g6eJRlz5f0kTG290+l0nWRpCMlmaS6UZa5InzsAEm9knYZZpm8ynKY9Zol3ZzHMn3hsX8kd+zzWXc8ldw1kFIlScCNwJVmNiecVg9U5ZYxs3uBe9OJsOxtMrMGAEkfBb4HDOqVUtK2ZvZqGsGVsC+b2a8lvQV4WNJVZvZEnG8o6QjgX4GDzewFSe8FFko60MyeHbLsNmb2rbG2aWY3UTp3XB4L3BX+PneMZdP0JzM7QtIOQLek3yYdgJ+B5O8Q4BUz+0lugpktJfLkfDT7S9pZUoekhyT9TNIqSbtI+mz4raE7/PZ4Z/K7UvJ2AtZDf5n+SdJNwMPhtIXhGeBD4YOlhOX6g9wGJJ0k6b/D18eH35K7JV0W9rlWFiTV5M5ww7+/JOm8YRZ9S/j7r8Ns41hJyyU9KOnCyPTW8GxvqaTbh1nvM5JulTRhyKyzCRLXCwBmdj9wJXBGuF6vpAsl3Q98Ysi39cPDs5b7JF0S+X+JHq8rwnl/lvR4bt0kSNoROBj4NMFjBLnpkvTfCjp6/QOw25BVvxKW8T2Spg+z3QZJXZKWSbpR0uRw+nRJf9DAmfc7hqx3gKQHhk6PMrO/AvcBg9536BlQePxrJO0g6Xfhez4o6Zi8C2gITyD5ew/BQcrXucBdZvZugjOXtwGY2U/Cb9oHEHTVcvF4B1qmJoQf8D3Az4DvROa9F/iCmb0z/PsUM3sfsD/weUk7A78BZkfWOQZYIOld4esPhOX+GnBczPuSpB9I6iaoSwvM7LnoTElTgQuBDwMNwAEKmmh2BX4K/LOZ1QOfGLLemcARwJFmtmnIe76bN/4v3BtOz1lrZu81swWRbb4FuAw4LDx+wz7dHNqD4IP8COCCUZYbb7OAdjP7C7BW0vvC6bMJer7YB/gUMLSJtc/MZgD/DfzHMNu9CjjbzPYFljNwZnMt8KPwGLwfeCa3goJm3J8As8zssZECDut/E5DvIw+twNNmVm9m7wHa81zvDTyBxOdDwDUAZvY7wm/UEf8J3GFmiZ92lqhNZtZgZnUEFfyqsNkQ4J4hzTKfl7QU6CLouWBvM3seeFxSU/gPVQf8L3Ao8D5gSfhBeyjw9oT2KQlfDhPj7sCheuO1owOATjN7Pmz+u5agbjYBf8yVq5mti6zzKYIesT9uZpuLjOuXw0yrAx6PHMvrRll/oZm9bmYPE2kmTsCxBJ24Ev4+Nnz9IeA6M3vNzJ4G7hiy3nWR3wdFZ0iqBCaZWa6b7iuBD0maCEwzsxsBzOxvZrYxXOZdBLf1/qOZ/d8IsX5Q0gNAB3BBAc/MLQf+ITxL/KCZ9eW53hv4NZD8PQSMy6m0pJOAauDMMRbNJDO7W8FFydw31P5mGUnNwEeAg8xso6ROBppvFgBHAz3AjWZmYRK60sy+llT84+xVBn/Re8twC5nZy2FZHAz8eQvfcznB2cqewHDXUx4mSMrRD9H3Mfgb8Bua0goUTVwacalxJGkKwZnaDElG8DCzSfpyHqvbCK+L9QzBsd4PeHqEZf5kZkeMso1h646Z/UXBdavDge9Kut3Mzi8mSD8Dyd8dQEWuzR1A0r4M7rsr6o/AJ8PlDgNybZ7vA74EHG9mr8cacZlScPfLNsDaYWZXAuvD5FFH8E0650aCJojot8jbgY9L2i3c9hRJ1bEFP/7WALspuKZWQdCk8waStgUagaFNHfcAMxVcf9uGoGwWEZy9fUjSXuH6UyLrPEBwkfymsAlsqO8DF4ZnekhqAE4CxhpSbwXwdkk14d9Ft73H5OPA1WZWbWY1ZvZWggT6QYL/52MkbSNpD4JrolHHRH7fHZ0RfsNfL+mD4aQTgEVmtgFYLelIAEkVkrYPl3kR+BjwvfBLUzF6CZp/CRNG7lhPBTaa2TXAD3LLFMPPQPIUfpudDfyHpLOBvxEcoC+OsMq3geskPUTwjTB3GnomMAW4M2yhuTfX+3DGTQibmCD4xnmimb020IrVrx34rKRHCD6QunIzzGx9OH0fM7snnPawpG8AHZLeBLxCcLF3Vby7Mz7M7BVJ5xMkgqcIzq6ifhDu33YEyfKGIes/o+D22DsJyvV3ZtYG/T1b3xCWy3PAP0TWuyu8APs7Sf+Qu2AezrtJ0jTgz+E39Q0EX4ieYRRmtknS6UC7pL8S9H1XSo4luF4U9Ztw+ukEZycPE/wv3z1kucmSlhGcOR3LG50I/CRMEI8DJ4fTTwAuC4/xK0SuRZnZGgV3vN0q6RQzW1zg/vwG+FT4GbQY+Es4fQZBvXk9fM/TCtxuP38SPSGSeoH9o/+IzmWNpB3D5jYRjD76qJn9MO24XHG8Ccs5l6TPhGeaDxE0R16WcjxuC/gZiHPOuaL4GYhzzrmieAJxzjlXFE8gzjnniuIJxDnnXFE8gTjnnCuKJxDnnHNF+f8tQmp4rEdYHwAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "deserialization_medians = compute_loading_medians('deserializationTimings', cliqz, brave, ublock, abp)\n", "barplot( \n", " deserialization_medians, \n", " 'deserializationTimings', \n", " ylabel=\"Time (ms)\",\n", " title='Deserialization Timings (Median)',\n", " color=[cliqz.color, brave.color, ublock.color, abp.color], \n", " save=True\n", ")" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
adblockerdeserializationTimings
0Cliqz0.359295
1Brave271.456332
2uBlock Origin17.000704
3Adblock Plus144.437919
\n", "
" ], "text/plain": [ " adblocker deserializationTimings\n", "0 Cliqz 0.359295\n", "1 Brave 271.456332\n", "2 uBlock Origin 17.000704\n", "3 Adblock Plus 144.437919" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "deserialization_medians" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Serialized Size" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [], "source": [ "size_medians = pd.DataFrame({\n", " 'adblocker': [ublock.label, cliqz.label, abp.label, brave.label],\n", " 'Cache Size': [ublock.cacheSize, cliqz.cacheSize, abp.cacheSize, brave.cacheSize]\n", "})\n", "\n", "size_medians['Cache Size'] /= (10**6)" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "barplot(\n", " size_medians, \n", " 'Cache Size', \n", " ylabel=\"Size (MB)\", \n", " color=[ublock.color, cliqz.color, abp.color, brave.color], \n", " save=True\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Memory Usage" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "image/png": 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IEXKbhnb5PDdhnpswz01YbrPtaeUFxDnnXEm8gDjnnCuJF5Ai1NbWJh1Canluwjw3YZ6bsC2z09/QpBeQItTV1SUdQmp5bsI8N2Gem7AtZV5AZpT29vakQ0gtz02Y5ybMcxPWOlCVdAgFeQEpwsDAQNIhpJbnJsxzE+a5CZs3dT2Ol2wyu7RdI+kJSVtyhn1GUo+k/5b0PUknTdb6nXPOTa7JPAK5CWgZNuwnwBIzeynwG+CfJnH9E66iIv2NmyXFcxPmuQnz3IT1aTDpEAqazD7R1wN9w4Z1mFmml5Qu4IzJWv9kWLFiRdIhpJbnJsxzE+a5CeuYuzPpEApK8iTbxcC3QyMlrQZWA1RVVdHW1pYdl2k/J/cp1traWurq6mhvb8+eV62oqGDFihV0d3ezffv27LTNzc309/ezYcOG7LD6+npqamry1lNZWUlTUxNdXV3s2rUrO7y1tZXe3l42b96cHdbY2EhFRQUdHR3ZYdXV1TQ0NNDZ2Znt+7m8vJyWlhZ6enrymrKe7tu0cOFCjjnmmBm1TTPxdfJtmpptohwWHzyOZUOnZAetL9tN36xBVg6enh22bdY+Ns7po3lwYbYP9P0M0Va+g+aBhczncL/ombaxcp9Q3zK7ny1l/bQOVGWvmfRpkI65O1l2YD6LDx2fjXfc2zSKSe2RUFINcKeZLRk2/EpgKfCXdgQBpKVHwra2NlpbW5MOI5U8N2Gem7CZmpuJ6JFw1cCZ3Fb+yLiXM5k9Ek75EYiki4A3Aq89kuLhnHMunaa0gEhqAT4ILDez56Zy3c455ybWZN7GeyvwS6BW0qOSLgG+BJwA/ERSt6SvTtb6J0Nzc3PSIaSW5ybMcxPmuQlbO/expEMoaNKOQMzs/FEGf2Oy1jcV+vv7mTdvXtJhpJLnJsxzE+a5CZt/aC47Zu9POowx+ZPoRci9e8Hl89yEeW7CPDdh5wydmnQIBXkBcc45VxIvIM4550riBaQI9fX1SYeQWp6bMM9NmOcmbGPZnqRDKMgLSBFqamqSDiG1PDdhnpswz03YttnPJh1CQV5AipD7uL/L57kJ89yEeW7CVg2cmXQIBXkBcc45VxIvIM4550riBaQIlZWVSYeQWp6bMM9NmOcm7LFZ6X6IELyAFKWpqSnpEFLLcxPmuQnz3ITdM2d30iEU5AWkCF1dXUmHkFqemzDPTZjnJuzsA/4k+oxSqHOVo5nnJsxzE+a5CTv9UPrbCPMC4pxzriReQJxzzpVkUru0nShp6dLWOeeOxER0aTtRJrNLWz8CKUJvb2/SIaSW5ybMcxPmuQlbfPC4pEMoaDJ7JFwj6QlJW3KGzZf0E0m/jX+fPFnrnwybN29OOoTU8tyEeW7CPDdhy4ZOSTqEgibzCOQmoGXYsA8DPzOzPwJ+Fv/vnHNuGpq0AmJm64G+YYNbgW/Gf38TWDlZ63fOOTe5CvaJLulVwAXA2cBpwH5gC/AD4BYz6y9ifZVm9nj8905gWrVj0NjYmHQIqeW5CfPchHluwtaXpf9J9DELiKQfATuANuBTwBPAMcCLgHOBNknXm9n3i12xmZmk4C1gklYDqwGqqqrymn1evnw5AOvWrcsOq62tpa6ujvb2dgYGBgCoqKhgxYoVdHd3s3379uy0zc3N9Pf35/XHXF9fT01NTd56KisraWpqoqurK++Bp9bWVnp7e/PO3zY2NlJRUUFHR0d2WHV1NQ0NDXR2dtLfH9XZ8vJyWlpa6OnpYevWrTNmm5YvXz7jtmkmvk6+TVOzTZRHF8Fzr2OsL9tN36xBVg6enh22bdY+Ns7po3lwIfNtLgD7GaKtfAfPO1Se1y/6j+dE+97nHTgtO2zL7H62lPXTOlDFvPjrvE+DdMzdybID81l86PhsvOPeplGMeRuvpAVm9uSYCxhjGkk1wJ1mtiT+fyuwwswel3Qa0GlmtWNGSHpu421ra6O1tTXpMFLJcxPmuQmbqbmZiNt4Vw2cyW3lj4x7OZN5G++YRyCjFQZJC4A9FleeQgVmmO8D7wA+Hf/23mScm4a6TjxrYhZ08zUTsqympx+YgGBcsca8iC6pSVKnpDskvSy+JXcLsEvS8Dushs97K/BLoFbSo5IuISocr5P0W+BP4/+dc85NQ4Uuon8J+AhQAdwFvN7MuiTVAbcC7aEZzez8wKjXlhJoGlRXVycdQmp5bsI8N2Hz7t6YdAiptW3WvqRDKKjQbbxlZtZhZt8FdppZF4CZ9Ux+aOnT0NCQdAip5bkJ89yEnbjGz2KHbJwz/CmI9ClUQA7l/D28e6z0N6I1wTo7O5MOIbU8N2Gem7A9V1+adAip1Ty4MOkQCip0Cqte0tOAgHnx38T/HzOpkaVQ5tZBN5LnJsxzEza06PTCEx2lMrf1plmhu7BmT1UgzjnnppdCDxLOH2u8maX/JN0EKi8vTzqE1PLchHluwmbtfbrwREep/QwlHUJBhU5hPQk8CtktUc44A14wGUGlVUvLmHcuH9U8N2Gem7BTL78u6RBSq618R9IhFFToIvoXgb1Et+u+A3iBmS2Kf46q4gHQ03NU3nx2RDw3YZ6bsH1vek3SIaTWkqGKpEMoaMwCYmb/CDQA3wUuBO6XdJ2kRVMRXNrktrXj8nluwjw3Yc/+pReQkCUHp3kBgajRQzO7G/gg8FXgnURPkTvnnDuKFbqIfhxRHx5vBU4F7gBeYWbjb+HLOefctFboIvoTwG+B2+LfBiyVtBTAzO6Y3PDSJdNEtBvJcxPmuQmb/9GvJB1CamWab0+zQgXku0RFozb+yWVERyTOOeeOQoUuol9kZu8M/Fw8VUGmRW7nNC6f5ybMcxPW98/vSTqE1MrtOCqtCjXnfoGk4DSSFkt69cSH5ZxzLu0KncI6hejW3XuBe4HdRG1gvRBYTvSg4YcnNULnnHOpVKgtrC9I+hLwGuBPgJcStcr7a+DCo+1urNragr3vHrU8N2Gem7Dj7rgr6RBSa8vs9DfCWegIBDM7CPwk/pkQkv4n8C6iC/EPAO80sz9M1PInS11dXdIhpJbnJsxzE3b897yAhGwpS38BKfgg4USTdDpwObDUzJYAs4FVUx1HKdrbgx0wHvU8N2Gem7DdX/xg0iGkVutAVdIhFDTlBSRWRtS/SBlwLJD+VsOAgYGBpENILc9NmOcm7NDJJyYdQmrNK3yCKHFTXkDM7DHgX4BHgMeBfjPrmOo4nHPOjc8RlThJlcD/AqrM7PWSXgy8ysy+UewKJZ1M1DzKIuAp4LuSLjCzW4ZNtxpYDVBVVUVb2+G+kzNP9ubeX19bW0tdXR3t7e3ZPb6KigpWrFhBd3c327dvz07b3NxMf38/GzZsyA6rr6+npqYmbz2VlZU0NTXR1dXFrl27AGhra6O1tZXe3l42b96cnbaxsZGKigo6Og7XwurqahoaGujs7Mz2SldeXk5LSws9PT15jewluU3AuLepoqJixm3TRL1OQDbembJNu26+JjvtgsuuZWhRFU+978LssBPWrOXYuzflTTf3/h5Ovv4W9r7vAgZfln9d6Llzl/LMxSuz/590/c2UPbyDJ2/4UHbYvLs3cuKaNvZcfWm2J8NZe5/m1MuvS917j3JYfPA4lg2dkh20vmw3fbMGWTl4uBfGbbP2sXFOH82DC7M9EO5niLbyHeznIKsGzsxOm3kyPff5kC2z+9lS1k/rQFX2iKVPg3TM3cmyA/NZfOj4CXvvjUZmhbs2l/Qj4EbgSjOrj0893W9mZxWceeSy3gK0mNkl8f9vB5rMLPhE0dKlS23Tpk3Frso5N0m6Tiz6oz+pmp5+IOkQ8pzffkPSIWTd2nLZuOaXdK+ZLR1t3JGewlpgZt8BDgGY2RBwsMR4HgGaJB0rScBriW4LTr3M3qQbyXMT5rkJe/ri1qRDSK1lB8bsEDYVjrSAPCvpFKLbbpHUBJR0j5mZbQD+A7iP6BbeWcDXS1nWVMs9xHX5PDdhnpuw/ecuSzqE1Fp86PikQyjoSC/zXwF8H1gs6T+JmnZ/S6krNbOPAx8vdX7nnHPJO6ICYmb3SlpO1CKvgK1mdmBSI3POOZdqR3QKS9I24F1m9qCZbTGzA5LunOTYUqe5uTnpEFLLcxPmuQlbcNm1SYeQWmvnPpZ0CAUd6TWQA8C5km6UNDcedvpYM8xEmdsh3UiemzDPTdjQovQ/bZ2U+YfmFp4oYUdaQJ4zs7cS3S11j6QziS+oH01y7592+Tw3YZ6bsNxnR1y+c4ZOTTqEgo70IroAzOw6SfcBHUD67zFzzjk3aY60gHws84eZ/VTSecA7Jick55xz08GYBURSnZn1AI9Jevmw0UfdRfT6+vqkQ0gtz02Y5ybshDVrkw4htTaW7Uk6hIIKHYG8j6g9qs+OMs6IOpo6atTU1CQdQmp5bsI8N2HH3u1NFIVsm/1s0iEUNOZFdDNbHf8+d5Sfo6p4AHkNjrl8npswz01YbmOLLl9uQ4ppNWYBkbRM0sKc/98uqU3SFyX5RXTnnDuKFbqN92vAIICkc4BPA98iagdrWrRf5ZxzbnIUugYy28z64r/fCnzdzG4Hbpd01DUxWllZmXQIqeW5CfPchM29vyfpEFLrsVn7kw6hoEJHILPjvj8ganb9rpxx6e9vcYI1NTUlHUJqeW7CPDdhJ19/S+GJjlL3zNmddAgFFSogtwLrJLUB+4F7ACS9kBKbc5/Ourq6kg4htTw3YZ6bsL3vuyDpEFLr7APT/El0M/uUpJ8BpwEddrj7wlnA+Lq5moYKde94NPPchHluwoZ3besOO/3QvKRDKKjgaSgzG7H7ZGa/mZxwnHPOTRdH2pjihJJ0kqT/kNQj6deSXpVEHM4550qX1IXwLwDtZvbmuHn4YxOKoyitrd5/c4jnJsxzE1Z54VVJh5Bat5U/knQIBU35EYikCuAc4BsAZjZoZk9NdRyl6O3tTTqE1PLchHluwp47d2nSIaTW4oPHJR1CQUmcwloE7AZulHS/pH+VlP5MAZs3b046hNTy3IR5bsKeuXhl0iGk1rKhU5IOoaAkTmGVAS8HLjOzDZK+AHwY+GjuRJJWEzXkSFVVVV57QsuXLwdg3bp12WG1tbXU1dXR3t7OwMAAABUVFaxYsYLu7m62b9+enba5uZn+/v68jn7q6+upqanJW09lZSVNTU10dXVl76Rpa2ujtbWV3t7evC+GxsZGKioq6OjoyA6rrq6moaGBzs7ObK905eXltLS00NPTw9atW1OxTcC4twmYcds0Ua8THG4Pa6ZsU24bVgsuu5ahRVV5nUOdsGYtx969KW+6uff3cPL1t7D3fReMuPvquXOX5hWTk66/mbKHd/DkDR/KDpt390ZOXNPGnqsvZWhR1CHqrL1Pc+rl16XuvUd5dASRWwTWl+2mb9YgKwcPd+a6bdY+Ns7po3lwIfMt6oFwP0O0le8A8tvD+vGcxwE478Bp2WFbZvezpayf1oEq5sVf530apGPuTpYdmM/iQ8dP2HtvNDp8Z+7UiNvW6jKzmvj/s4EPm9mfheZZunSpbdqUfKudmeLhRvLchM3E3HSdeNaELGfXzddMyHWQpqcfmIBoJs757TeMexmrBs6ckOsgt7aM74kLSfea2ajnGqf8FJaZ7QR+L6k2HvRa4FdTHUcpGhsbkw4htTw3YZ6bsJOuvznpEFJrfVn6n0RP6i6sy4B/i+/Aegh4Z0JxFKWioiLpEFLLcxPmuQkre3hH0iGkVt+swaRDKCiR50DMrNvMlprZS81spZntTSKOYuWeY3b5PDdhnpuw3GscLl/utZK0SqSAOOecm/68gDjnnCuJF5AiVFdXJx1Canluwjw3YfPu3ph0CKm1bda+pEMoyAtIERoaGpIOIbU8N2Gem7AT13h/8SEb5/QVnihhXkCK0NnZmXQIqeW5CfPchO25+tKkQ0it5sGFSYdQkBeQImSe6HUjeW7CPDdhmSfK3UiZJ9PTzAuIc865kngBKUKmzSc3kucmzHMTNmvv00mHkFr7GUo6hIK8gBShpaUl6RBSy3MT5rkJO/Xy65IOIbUyDSqmmReQIvT09CQdQmp5bsI8N2H73vSapENIrSVD6W8CxwtIEXKbi3b5PDdhnpuwZ//SC0jIkoNeQJxzzs1QXkCcc86VxKQOEgIAABNjSURBVAtIETK9nLmRPDdhnpuw+R/9StIhpFamB8I08wLinHOuJF5AipDbv7LL57kJ89yE9f3ze5IOIbVy+z5PKy8gzjnnSpJYAZE0W9L9ku5MKgbnnHOlS/II5B+AXye4/qLV1tYmHUJqeW7CPDdhx91xV9IhpNaW2elvhDORAiLpDODPgH9NYv2lqqurSzqE1PLchHluwo7/nheQkC1l6S8gZQmt9/PAB4ETQhNIWg2sBqiqqqKt7XDHM5nbInMvTtbW1lJXV0d7ezsDAwMAVFRUsGLFCrq7u9m+fXt22ubmZvr7+9mwYUN2WH19PTU1NXnrqayspKmpia6uLnbt2pUd3traSm9vL5s3b84Oa2xspKKigo6Ojuyw6upqGhoa6OzszDbpXV5eTktLCz09PXlPKE/3bQKoqamZUds0E1+nidqmXTdfk512wWXXMrSoiqfed2F22Alr1nLs3Zvyppt7fw8nX38Le993AYMvO1xUKy+8iufOXcozF6/MDjvp+pspe3gHT97woeyweXdv5MQ1bey5+tJsM/Cz9j7NqZdfl7rXiXJYfPA4lg2dkh20vmw3fbMGWTl4uAn7bbP2sXFOH82DC7PNt+9niLbyHfzVwBnMydnHz9zWm3txfcvsfraU9dM6UMW8+Ou8T4N0zN3JsgPzWXzo+Gy8496mUcjMxpxgokl6I/AGM3uPpBXA+83sjWPNs3TpUtu0adOUxDeWtrY2Wltbkw4jlTw3YTMxN10nnjUhy9l18zVUXnjVuJfT9PQDExDNxDm//YZxL2PVwJncVv7IuJdza8tl45pf0r1mtnS0cUmcwvoT4C8k9QK3Aa+RdEsCcTjnnBuHKS8gZvZPZnaGmdUAq4C7zOyCqY6jFBUV6W/cLCmemzDPTVjZw48lHUJq9Wkw6RAK8udAirBixYqkQ0gtz02Y5ybslI/9n6RDSK2OuTuTDqGgRAuImXUWuv6RJt3d3UmHkFqemzDPTdjTF8+sa0MTadmB+UmHUJAfgRQh9y4Nl89zE+a5Cdt/7rKkQ0itxYeOTzqEgryAOOecK4kXEOeccyXxAlKE5ubmpENILc9NmOcmbMFl1yYdQmqtnZv+O9S8gBQh80SvG8lzE+a5CRtaVJV0CKk1/9DcpEMoyAtIEXKbAHD5PDdhnpuw3OZPXL5zhk5NOoSCvIA455wriRcQ55xzJfECUoT6+vqkQ0gtz02Y5ybshDVrkw4htTaW7Uk6hIK8gBShpqYm6RBSy3MT5rkJO/bu5FvZTqtts59NOoSCvIAUIbfNfJfPcxPmuQnL7S/E5Vs1cGbSIRTkBcQ551xJvIA455wrSVJd2k5LlZWVSYeQWjMxN5+UJmQ5i668kk+uXFl4wgI+PsW9h06Fuff3JB1Caj02a3/SIRTkRyBFaGpqSjqE1PLchD38qU8lHUJqnXy9d0Yacs+c3UmHUJAXkCJ0dXUlHUJqeW7CFl15ZdIhpNbe902LzkgTcfYBfxJ9BEnPl3S3pF9JelDSP0x1DKXatWtX0iGklucmrGKZ93kRMviyuqRDSK3TD81LOoSCkrgGMgRcYWb3SToBuFfST8zsVwnE4pxzrkRTfgRiZo+b2X3x388AvwZOn+o4nHPOjU+i10Ak1QAvA6ZFc6Wtrd5/c4jnJqx7Au7AmqkqL7wq6RBS67byR5IOoaDEbuOVdDxwO/CPZvb0KONXA6sBqqqq8p7mXb58OQDr1q3LDqutraWuro729nYGBgYAqKioYMWKFXR3d+f1S93c3Ex/f39eM9v19fXU1NTkraeyspKmpia6urryzvG3trbS29vL5s2bs8MaGxupqKigo6MjO6y6upqGhgY6OzuzfUKUl5fT0tJCT08PW7dunTHbVFdXxx/+8IcZtU0AC1etYuGqVdlpt15xRbQdn/1sdtjO225j52238ZI1a5gzfz4Az23bxm+uuIIz3vMeFuR0KLXlne/k2Be+kBfkXFj//Ve+wp6ODhrWHm4Xqn/jRh7+1KdYdOWV2WsobW1tqXnv5T5BvuCyaxlaVJXXNPsJa9Zy7N2b8qabe38PJ19/C3vfd0HetY/KC6/iuXOX8szFhwvtSdffTNnDO3jyhg9lh827eyMnrmljz9WXMrQoOmkxa+/TnHr5dan7PFEOiw8ex7KhU7KD1pftpm/WICsHD59w2TZrHxvn9NE8uJD5FvX/sZ8h2sp3cPbgAk63Y7PT/njO4wCcd+C07LAts/vZUtZP60AV8+Kv8z4N0jF3J8sOzGfxoeOz8Y57m0YhS+DecklzgDuBH5vZ9YWmX7p0qW3alHybOZkPsBtpJuZmop4DaVi7dkKOQtL0HEjXiWdNyHJ23XzNhByFND39wAREM3HOb79h3MtYNXDmhByF3Npy2bjml3SvmS0dbVwSd2EJ+Abw6yMpHs4559IpiVNYfwJcCDwgqTse9hEz+2ECsRz1tHZiultdq4lZlq2smIBonHNTYcoLiJn9HJiYcwNTrLGxMekQUutTtiTpEFLrIX8SPeik629OOoTUWl/mT6LPKBUVvncc8jtOSDqE1Hrud79LOoTUKnt4R9IhpFbfrMGkQyjIC0gRcu9ycflu1C+TDiG1ltx4Y9IhpFbuXVYuX+7dWmnlBcQ551xJvIA455wriReQIlRXVycdQmp12GmFJzpKPemnPoPm3b0x6RBSa9usfUmHUJAXkCI0NDQkHUJqfYXapENIrUe/8pWkQ0itE9d4f/EhG+f0JR1CQV5AitDZ2Zl0CKn1WZJvKSCtXpTT7InLt+fqS5MOIbWaBxcmHUJBXkCKkGlTyI20WOk/3E7KsYsXJx1CamXatHIjZdrGSjMvIM4550riBaQImRZa3Uh902BvKSkH+tJ/Ljsps/aOaIjbxfYzlHQIBXkBKUJLS0vSIaTWxfyPpENIrQcvvjjpEFLr1MuvSzqE1GorT/9T+l5AitDT05N0CKm1ioeTDiG1cvsTcfn2vek1SYeQWkuG0t90kheQIuR2WOPyrdL2whMdpbyAhD37l15AQpYc9ALinHNuhvIC4pxzriReQIqQ6WfZjXSFvSLpEFIr04+6G2n+R/0p/ZBMH+hplkgBkdQiaauk30n6cBIxOOecG58k+kSfDXwZeD3wYuB8SS+e6jhKsW7duqRDSK3P6t6kQ0itWm/KJKjvn9+TdAipdd6B9DdQmsQRyCuB35nZQ2Y2CNwGtCYQh3POuXFIooCcDvw+5/9H42HOOeemEZnZ1K5QejPQYmbviv+/EGg0s/cOm241sDr+txZIw0MYC4Ankw4ipTw3YZ6bMM9NWFpyU21mp442omyqIwEeA56f8/8Z8bA8ZvZ14OtTFdSRkLTJzJYmHUcaeW7CPDdhnpuw6ZCbJE5hbQT+SNIiSXOBVcD3E4jDOefcOEz5EYiZDUl6L/BjYDawxswenOo4nHPOjU8Sp7Awsx8CP0xi3eOUqlNqKeO5CfPchHluwlKfmym/iO6cc25m8KZMnHPOlWRaFxBJKyWZpLrA+Jvi24aR1CtpwSjTfELS+0tY9wpJd44y/CJJuyV1xz/fKmHZDZLeUOx8E03SQkm3Sdom6V5JP5T0Iklb4vFLJX0x6ThLFb8/Ho5fpx5JH88Z1ymp6DtgjvT9JGl1vM4eSf8l6dVjTHu1pD8tsLy/GG+zQIU+T/E0U/6ZGmWa/vg1+3XmNTuSeUsh6WC8rgclbZZ0haSSvjdDecl5H26W9BtJ35J0RonrqMl8PkcZ98r4ff1bSfdJ+oGks0pZT0Yi10Am0PnAz+PfHy8w7VT69vDnWorUACwlwetEkgR8D/imma2Kh9UDlZlpzGwTsCmZCCfMB8zsPyQdA/xK0rfMbFJ7x5L0RuBvgVeb2ZOSXg6slfRKM9s5bNrZZvaxQss0s+8z/rsZ0/p5Gu4eM3ujpOOAbkn/bxLXtd/MGgAkPQ/4d+BEJj4/mfehgH8E7pK0JG6tY9wkVQLfAf7GzH4RD3s1sBh4oNTlTtsjEEnHA68GLiG6FRhFvhQ31PhT4HnDZvugpAfiPb4XjrLMBkldkv5b0vcknRwPf6Gkn8Z7CPdJWjxsvmWS7h8+fNg075a0MV7G7ZKOjYe/RdKWePh6Rbc2Xw28Nd7zees40jQe5wIHzOyrmQFmtpmcVgRy9/oknSKpI95T+1dJ2yUtkPR3Onw09rCku6dyI4bvkUl6v6RPjDLpMfHvZ0dZxvnx+2aLpGtzhrfE74fNkn42ynzvlvQjSfOGjfoQ0RfGkwBmdh/wTeDv4/l6JV0r6T7gLcP2+t+g6KjlXklfzMn/RZK+FP99UzzuF5IeysxbIE8jPk/x8NR+pszsWeBeIG+9GranH79uNZKOU7TXvTkeVtRny8yeIHq4+b1xXrI5j9dzp6QV8d8lvTcs8jlgJ1F7gUjalzPfmyXdFP9dGed0c/yT16+0pBfEOVwGvJdoZ/AXOev6uZmtjaetkXRX/Dr9TNKZR5KTaVtAiNrPajez3wB7JL0CeBPRU+svBt4OIzrq7jezs4AvAZ8fZZnfAj5kZi8lqsqZvYx/A75sZvXxMrPtLMcv2leBVjPbFg/OfPl3S3pnPOwOM1sWL+PXRB9UgI8B58XD/yLe4/gY0VFMg5l9u4TcTIQlRB/OI/Vx4Odm9hKiI5czAczsq/Ee3DKiZmuun+hAx+kzkrqJYrst/pLIklQFXAu8hujIcJmiUz2nAv8X+Kv4tXvLsPneC7wRWGlm+4et8yWMzO2meHjGHjN7uZndlrPMY4CvAa83s1cAoz4dHDuNqCC8Efj0GNNljPZ5gvR8pkaQdArQBBzpYwAtwA4zqzezJUD7Ec6XZWYPET1+MLyQ5sY1nvdGxn1A8FRi7IvAungdLycnD5JqgduBi8xsI9F7674xlnUDUYF5KdFrc0SnpqdzATmfqCFG4t/nA+cAt5rZQTPbAdw1bJ5bc36/KneEpArgJDPLNLn7TeAcSScAp5vZ9wDM7A9m9lw8zR8T3Wr352b2SM7iMl/+DWZ2YzxsiaR7JD0AvI3DXxb/Cdwk6d1Eb8zp6hzgFgAz+wGwd9j4LwB3mdlknm4oxQfiArcQeO3wvTiiwtdpZrvNbIjow3UO0RfX+szpLjPry5nn7UR7j282s4ES4xptx6EOeCjnFNuto0yTsdbMDpnZr8g57TiG0T5PkJ7PVK6zJd0PdACfLuI5sgeA18VHd2ebWf8RzlesiXhv6AjW8xrg/8TrOJizPacCbcDb4rMGIxcubVB0DekL8aBXEZ2eA7iZaOejoGlZQCTNJ0rev0rqBT4A/DWFk26Bv0v1OPAH4GVHMO1NwHvjvbVPEp8yMbO/A64iat7l3nivKg0eBCaklyhJFwHVRNs91YbIf58fM9pEZrYP6OQIPzgFPADUEDXTM5pfMTK3ryB/T3rEqbQi5X45jfm5CH2eJB3Jl1gSn6l7zOxlZvaK3FOsOUZ9zeOjq5cTvT7XSCp4bWk4SS8ADgJPhNZTQKH3RsbLiM5UQH5ej2Qd/cAj5L+XHyTa9miBZo3AR4Fxdbw+LQsI8GbgZjOrNrMaM3s+8DCwh+j00WxJpxGdx8/11pzfv8wdEVfvvZLOjgddSHR4+AzwqKSVAJLKFV+/AJ4C/gz435lzn2M4AXhc0hyiIxDi5S02sw3xhdLdRIXkmXj6JN0FlCtq1BIASS8lvx2zXOuBv4mnez2QOdf9CuD9wAVmdmhSIx7dLuB5iq7RlBOdOhhBUhnQCAw/ZfJfwHJF13NmE+2ZrwO6iPamF8Xzz8+Z536ii+Tfj0+BDXcdcG1mZ0FSA3ARUKh7vq3ACyTVxP9P1PWx0OfpbKLXNa2fqZBe4i9LRTcoZF6jKuA5M7sF+Aw5X6hHIj419VXgSxY9QNcLNEiaJen5RF1VwDjeG/G1lcuJTkFmTrHtkvTHiu7+elPO5D8DLo3nmx0f8QEMxtO9XdLfxMO+DFw07Aj72Jy/f8Hha19vA+4pmBCm711Y5xOdl851O9Hh72+J9vAeYdgbGjhZ0n8T7Z2dz0jvAL4av5kfAjLXLy4EvibpauAAOec0zWyXortqfiTp4jFi/iiwgahIbOBwgfiMpD8i2kv8GbA5jv3D8bn5/53EdRAzM0lvAj4v6UNEe4W9RHeIjOaTwK2SHiR6M2ZOP7wXmA/cHe/QbrK4JeapYGYH4tftv4ga7ewZNslnJF0FzCXK/x3D5n9c0e2xdxO9Rj8wszbIthh9R/zBfgJ4Xc58P1d0IfcHkl6XuWAej/u+pNOBX0gyoh2GC8xszD5MzWy/pPcA7ZKeJWpXbiKEPk/nA+8hOjpJ7DNlZhuK3J7bib48HyT6rP0mHn4W0et9KF7npUewrHnx53AO0RHHzRy+jvefRIX2V0RHC/fF8e8u5r0RD/6MpI8Sfal3Aefm3IH1YeBOou+OTcDx8fB/AL4u6RKio6JLia8lmdmzcQ5/Imlf/J57K9GOy+lxTE8S3bADcBlwo6QPxOvJvE5j8ifR3aSIT4Uszf3idOMn6Xgz2xefXvoy8Nv4rh3nptx0PYXl3NHq3fEe8YNE56+/lnA87ijmRyDOOedK4kcgzjnnSuIFxDnnXEm8gDjnnCuJFxDnnHMl8QLinHOuJF5AnHPOleT/AyKi7bIwn33gAAAAAElFTkSuQmCC\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "memory_medians = pd.DataFrame({\n", " 'adblocker': [adblockfast.label, cliqz.label, ublock.label, abp.label, duck.label],\n", " 'Memory Usage at Startup': [0.0013, 1.745, 2.525, 9.838, 15.911],\n", "})\n", "\n", "\n", "barplot(\n", " memory_medians, \n", " 'Memory Usage at Startup', \n", " ylabel=\"Size (MB)\", \n", " color=[adblockfast.color, cliqz.color, ublock.color, abp.color, duck.color], \n", " save=True\n", ")" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "memory_medians = pd.DataFrame({\n", " 'adblocker': [ublock.label, cliqz.label, abp.label, duck.label],\n", " 'Memory Usage after matching': [4.450, 5.575, 13.407, 15.962]\n", "})\n", "\n", "\n", "barplot(\n", " memory_medians, \n", " 'Memory Usage after matching', \n", " ylabel=\"Size (MB)\", \n", " color=[ublock.color, cliqz.color, abp.color, duck.color], \n", " save=True\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Time to Parse Lists" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "time2parse_medians = pd.DataFrame({\n", " 'adblocker': [abp.label, cliqz.label, ublock.label, duck.label, brave.label],\n", " 'Time to parse Easylist All': [abp.parsingTime, cliqz.parsingTime, ublock.parsingTime, duck.parsingTime, brave.parsingTime]\n", "})\n", "\n", "barplot(\n", " time2parse_medians, \n", " 'Time to parse Easylist All', \n", " ylabel=\"Time (ms)\", \n", " color=[abp.color, ublock.color, cliqz.color, duck.color, brave.color], \n", " save=True\n", ")" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "time2parse_medians = pd.DataFrame({\n", " 'adblocker': [abp.label, cliqz.label, ublock.label, duck.label],\n", " 'Time to parse Easylist Without Brave': [abp.parsingTime, cliqz.parsingTime, ublock.parsingTime, duck.parsingTime]\n", "})\n", "\n", "barplot(\n", " time2parse_medians, \n", " 'Time to parse Easylist Without Brave', \n", " ylabel=\"Time (ms)\", \n", " color=[abp.color, cliqz.color, ublock.color, duck.color], \n", " save=True\n", ")" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.6.7" } }, "nbformat": 4, "nbformat_minor": 2 }